warning: commands will be executed using /bin/sh
job 1569 at Fri Jul 26 05:35:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	17
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2212027 data points of dimension 18.
meanDims = 18
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 737342 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 38743 members 
Mstep: Class 3 contains 38742 members 
Mstep: Class 4 contains 38592 members 
Mstep: Class 5 contains 38403 members 
Mstep: Class 6 contains 38806 members 
Mstep: Class 7 contains 38627 members 
Mstep: Class 8 contains 39006 members 
Mstep: Class 9 contains 38639 members 
Mstep: Class 10 contains 38894 members 
Mstep: Class 11 contains 38876 members 
Mstep: Class 12 contains 38461 members 
Mstep: Class 13 contains 38702 members 
Mstep: Class 14 contains 39131 members 
Mstep: Class 15 contains 39019 members 
Mstep: Class 16 contains 38924 members 
Mstep: Class 17 contains 38912 members 
Mstep: Class 18 contains 38867 members 
Mstep: Class 19 contains 38752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 416.453613 but Gain 1283.525391
Score: -35093384.000000 Penalty: 23103.480469
Iteration 0F: 19 clusters Score -3.509338e+07 nChanged 695602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 95907 members 
Mstep: Class 4 contains 19761 members 
Mstep: Class 5 contains 16685 members 
Mstep: Class 6 contains 53487 members 
Mstep: Class 7 contains 85295 members 
Mstep: Class 8 contains 20245 members 
Mstep: Class 9 contains 36082 members 
Mstep: Class 11 contains 17745 members 
Mstep: Class 12 contains 21249 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 32915 members 
Mstep: Class 15 contains 56650 members 
Mstep: Class 16 contains 36089 members 
Mstep: Class 17 contains 47247 members 
Mstep: Class 18 contains 59899 members 
Mstep: Class 19 contains 24436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37319244.000000 Penalty: 23103.480469
Iteration 1F: 19 clusters Score -3.731924e+07 nChanged 267456
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 13319 members 
Mstep: Class 3 contains 89617 members 
Mstep: Class 4 contains 15787 members 
Mstep: Class 5 contains 8414 members 
Mstep: Class 6 contains 54416 members 
Mstep: Class 7 contains 108525 members 
Mstep: Class 8 contains 12198 members 
Mstep: Class 9 contains 39341 members 
Mstep: Class 11 contains 14007 members 
Mstep: Class 12 contains 18265 members 
Mstep: Class 13 contains 65433 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 70675 members 
Mstep: Class 16 contains 34911 members 
Mstep: Class 17 contains 43112 members 
Mstep: Class 18 contains 59863 members 
Mstep: Class 19 contains 19307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37787776.000000 Penalty: 23103.480469
Iteration 2F: 19 clusters Score -3.778778e+07 nChanged 189426
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 8816 members 
Mstep: Class 3 contains 88101 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 50805 members 
Mstep: Class 7 contains 110643 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 51408 members 
Mstep: Class 11 contains 11486 members 
Mstep: Class 12 contains 18923 members 
Mstep: Class 13 contains 90718 members 
Mstep: Class 14 contains 41719 members 
Mstep: Class 15 contains 70455 members 
Mstep: Class 16 contains 32202 members 
Mstep: Class 17 contains 38828 members 
Mstep: Class 18 contains 53311 members 
Mstep: Class 19 contains 15314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38040784.000000 Penalty: 23103.480469
Iteration 3F: 19 clusters Score -3.804078e+07 nChanged 146790
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 91626 members 
Mstep: Class 4 contains 14998 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 42906 members 
Mstep: Class 7 contains 101512 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 64441 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 19400 members 
Mstep: Class 13 contains 125056 members 
Mstep: Class 14 contains 41327 members 
Mstep: Class 15 contains 65334 members 
Mstep: Class 16 contains 28844 members 
Mstep: Class 17 contains 36250 members 
Mstep: Class 18 contains 48046 members 
Mstep: Class 19 contains 12748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38197164.000000 Penalty: 23103.480469
Iteration 4F: 19 clusters Score -3.819716e+07 nChanged 112302
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 96639 members 
Mstep: Class 4 contains 14759 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 32505 members 
Mstep: Class 7 contains 89898 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 9 contains 74465 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 18408 members 
Mstep: Class 13 contains 159314 members 
Mstep: Class 14 contains 36217 members 
Mstep: Class 15 contains 62160 members 
Mstep: Class 16 contains 26395 members 
Mstep: Class 17 contains 33740 members 
Mstep: Class 18 contains 46226 members 
Mstep: Class 19 contains 11544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38305380.000000 Penalty: 23103.480469
Iteration 5F: 19 clusters Score -3.830538e+07 nChanged 87145
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 100910 members 
Mstep: Class 4 contains 13711 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 22818 members 
Mstep: Class 7 contains 79879 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 80897 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 16861 members 
Mstep: Class 13 contains 188549 members 
Mstep: Class 14 contains 30818 members 
Mstep: Class 15 contains 61351 members 
Mstep: Class 16 contains 24906 members 
Mstep: Class 17 contains 30061 members 
Mstep: Class 18 contains 47044 members 
Mstep: Class 19 contains 10582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38379044.000000 Penalty: 23103.480469
Iteration 6F: 19 clusters Score -3.837904e+07 nChanged 65744
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 103605 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 16961 members 
Mstep: Class 7 contains 72450 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 84749 members 
Mstep: Class 11 contains 4617 members 
Mstep: Class 12 contains 15315 members 
Mstep: Class 13 contains 210903 members 
Mstep: Class 14 contains 26900 members 
Mstep: Class 15 contains 61261 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 25711 members 
Mstep: Class 18 contains 48479 members 
Mstep: Class 19 contains 9487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38424244.000000 Penalty: 23103.480469
Iteration 7F: 19 clusters Score -3.842424e+07 nChanged 49163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 104681 members 
Mstep: Class 4 contains 10843 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 14554 members 
Mstep: Class 7 contains 67529 members 
Mstep: Class 8 contains 2764 members 
Mstep: Class 9 contains 87420 members 
Mstep: Class 11 contains 3866 members 
Mstep: Class 12 contains 14037 members 
Mstep: Class 13 contains 226829 members 
Mstep: Class 14 contains 24330 members 
Mstep: Class 15 contains 61201 members 
Mstep: Class 16 contains 23596 members 
Mstep: Class 17 contains 21565 members 
Mstep: Class 18 contains 49545 members 
Mstep: Class 19 contains 8261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38455040.000000 Penalty: 23103.480469
Iteration 8F: 19 clusters Score -3.845504e+07 nChanged 38539
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 104501 members 
Mstep: Class 4 contains 9571 members 
Mstep: Class 5 contains 1191 members 
Mstep: Class 6 contains 13921 members 
Mstep: Class 7 contains 64109 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 89337 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 13 contains 238703 members 
Mstep: Class 14 contains 22644 members 
Mstep: Class 15 contains 61219 members 
Mstep: Class 16 contains 23323 members 
Mstep: Class 17 contains 18145 members 
Mstep: Class 18 contains 49981 members 
Mstep: Class 19 contains 7123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38477992.000000 Penalty: 23103.480469
Iteration 9F: 19 clusters Score -3.847799e+07 nChanged 31413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 103179 members 
Mstep: Class 4 contains 8511 members 
Mstep: Class 5 contains 1242 members 
Mstep: Class 6 contains 13867 members 
Mstep: Class 7 contains 61528 members 
Mstep: Class 8 contains 3040 members 
Mstep: Class 9 contains 90872 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 247905 members 
Mstep: Class 14 contains 21543 members 
Mstep: Class 15 contains 61476 members 
Mstep: Class 16 contains 23264 members 
Mstep: Class 17 contains 15497 members 
Mstep: Class 18 contains 50079 members 
Mstep: Class 19 contains 6123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38494008.000000 Penalty: 23103.480469
Iteration 10Q: 19 clusters Score -3.849401e+07 nChanged 25867
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 101227 members 
Mstep: Class 4 contains 7635 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 13883 members 
Mstep: Class 7 contains 59428 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 92187 members 
Mstep: Class 11 contains 2580 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 255182 members 
Mstep: Class 14 contains 20854 members 
Mstep: Class 15 contains 61890 members 
Mstep: Class 16 contains 23315 members 
Mstep: Class 17 contains 13654 members 
Mstep: Class 18 contains 49797 members 
Mstep: Class 19 contains 5291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38505908.000000 Penalty: 23103.480469
Iteration 11Q: 19 clusters Score -3.850591e+07 nChanged 22199
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5138 members 
Mstep: Class 3 contains 98806 members 
Mstep: Class 4 contains 6984 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 13873 members 
Mstep: Class 7 contains 57384 members 
Mstep: Class 8 contains 3431 members 
Mstep: Class 9 contains 93457 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 11361 members 
Mstep: Class 13 contains 261137 members 
Mstep: Class 14 contains 20436 members 
Mstep: Class 15 contains 62585 members 
Mstep: Class 16 contains 23375 members 
Mstep: Class 17 contains 12467 members 
Mstep: Class 18 contains 49320 members 
Mstep: Class 19 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38517772.000000 Penalty: 23103.480469
Iteration 12Q: 19 clusters Score -3.851777e+07 nChanged 20456
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 95978 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 6 contains 13873 members 
Mstep: Class 7 contains 54883 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 94214 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 11082 members 
Mstep: Class 13 contains 266161 members 
Mstep: Class 14 contains 20114 members 
Mstep: Class 15 contains 63622 members 
Mstep: Class 16 contains 23427 members 
Mstep: Class 17 contains 11819 members 
Mstep: Class 18 contains 49654 members 
Mstep: Class 19 contains 3905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38529980.000000 Penalty: 23103.480469
Iteration 13Q: 19 clusters Score -3.852998e+07 nChanged 18774
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 92788 members 
Mstep: Class 4 contains 6290 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 13877 members 
Mstep: Class 7 contains 51965 members 
Mstep: Class 8 contains 4020 members 
Mstep: Class 9 contains 93673 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 270372 members 
Mstep: Class 14 contains 19871 members 
Mstep: Class 15 contains 65079 members 
Mstep: Class 16 contains 23389 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 51815 members 
Mstep: Class 19 contains 3376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38537832.000000 Penalty: 23103.480469
Iteration 14Q: 19 clusters Score -3.853783e+07 nChanged 16184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 89480 members 
Mstep: Class 4 contains 6220 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 13877 members 
Mstep: Class 7 contains 49338 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 92373 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 10771 members 
Mstep: Class 13 contains 274106 members 
Mstep: Class 14 contains 19650 members 
Mstep: Class 15 contains 66786 members 
Mstep: Class 16 contains 23288 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 54181 members 
Mstep: Class 19 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38542172.000000 Penalty: 23103.480469
Iteration 15Q: 19 clusters Score -3.854217e+07 nChanged 14009
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 86194 members 
Mstep: Class 4 contains 6283 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 13894 members 
Mstep: Class 7 contains 47052 members 
Mstep: Class 8 contains 4731 members 
Mstep: Class 9 contains 90689 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 277341 members 
Mstep: Class 14 contains 19461 members 
Mstep: Class 15 contains 68654 members 
Mstep: Class 16 contains 23159 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 56508 members 
Mstep: Class 19 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38546136.000000 Penalty: 23103.480469
Iteration 16Q: 19 clusters Score -3.854614e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 83162 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 13915 members 
Mstep: Class 7 contains 44766 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 88776 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 10725 members 
Mstep: Class 13 contains 280253 members 
Mstep: Class 14 contains 19268 members 
Mstep: Class 15 contains 70610 members 
Mstep: Class 16 contains 23012 members 
Mstep: Class 17 contains 11940 members 
Mstep: Class 18 contains 58777 members 
Mstep: Class 19 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38549440.000000 Penalty: 23103.480469
Iteration 17Q: 19 clusters Score -3.854944e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 80290 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 13946 members 
Mstep: Class 7 contains 42529 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 86589 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 10727 members 
Mstep: Class 13 contains 282865 members 
Mstep: Class 14 contains 19060 members 
Mstep: Class 15 contains 72809 members 
Mstep: Class 16 contains 22879 members 
Mstep: Class 17 contains 12264 members 
Mstep: Class 18 contains 61029 members 
Mstep: Class 19 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38552916.000000 Penalty: 23103.480469
Iteration 18Q: 19 clusters Score -3.855292e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 77477 members 
Mstep: Class 4 contains 6639 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 13975 members 
Mstep: Class 7 contains 40392 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 84243 members 
Mstep: Class 11 contains 2723 members 
Mstep: Class 12 contains 10733 members 
Mstep: Class 13 contains 285280 members 
Mstep: Class 14 contains 18858 members 
Mstep: Class 15 contains 75172 members 
Mstep: Class 16 contains 22744 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 63220 members 
Mstep: Class 19 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38556516.000000 Penalty: 23103.480469
Iteration 19Q: 19 clusters Score -3.855652e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5449 members 
Mstep: Class 3 contains 74760 members 
Mstep: Class 4 contains 6655 members 
Mstep: Class 5 contains 2002 members 
Mstep: Class 6 contains 14001 members 
Mstep: Class 7 contains 38473 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 81662 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 10703 members 
Mstep: Class 13 contains 287473 members 
Mstep: Class 14 contains 18669 members 
Mstep: Class 15 contains 77833 members 
Mstep: Class 16 contains 22611 members 
Mstep: Class 17 contains 13044 members 
Mstep: Class 18 contains 65342 members 
Mstep: Class 19 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38559620.000000 Penalty: 23103.480469
Iteration 20F: 19 clusters Score -3.855962e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 72252 members 
Mstep: Class 4 contains 6662 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 14017 members 
Mstep: Class 7 contains 36816 members 
Mstep: Class 8 contains 6418 members 
Mstep: Class 9 contains 78868 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 10620 members 
Mstep: Class 13 contains 289281 members 
Mstep: Class 14 contains 18409 members 
Mstep: Class 15 contains 80766 members 
Mstep: Class 16 contains 22490 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 67182 members 
Mstep: Class 19 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38563024.000000 Penalty: 23103.480469
Iteration 21Q: 19 clusters Score -3.856302e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 69935 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 14036 members 
Mstep: Class 7 contains 35570 members 
Mstep: Class 8 contains 6667 members 
Mstep: Class 9 contains 75854 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 10576 members 
Mstep: Class 13 contains 290854 members 
Mstep: Class 14 contains 18157 members 
Mstep: Class 15 contains 83859 members 
Mstep: Class 16 contains 22353 members 
Mstep: Class 17 contains 13845 members 
Mstep: Class 18 contains 68721 members 
Mstep: Class 19 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38566036.000000 Penalty: 23103.480469
Iteration 22Q: 19 clusters Score -3.856604e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 67651 members 
Mstep: Class 4 contains 6656 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 14063 members 
Mstep: Class 7 contains 34487 members 
Mstep: Class 8 contains 6918 members 
Mstep: Class 9 contains 72660 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 10533 members 
Mstep: Class 13 contains 292281 members 
Mstep: Class 14 contains 17886 members 
Mstep: Class 15 contains 87246 members 
Mstep: Class 16 contains 22241 members 
Mstep: Class 17 contains 14236 members 
Mstep: Class 18 contains 70069 members 
Mstep: Class 19 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38568680.000000 Penalty: 23103.480469
Iteration 23Q: 19 clusters Score -3.856868e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 65597 members 
Mstep: Class 4 contains 6660 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 14086 members 
Mstep: Class 7 contains 33591 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 69328 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 10484 members 
Mstep: Class 13 contains 293565 members 
Mstep: Class 14 contains 17569 members 
Mstep: Class 15 contains 90850 members 
Mstep: Class 16 contains 22132 members 
Mstep: Class 17 contains 14577 members 
Mstep: Class 18 contains 71157 members 
Mstep: Class 19 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38571208.000000 Penalty: 23103.480469
Iteration 24Q: 19 clusters Score -3.857121e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 63617 members 
Mstep: Class 4 contains 6640 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 14093 members 
Mstep: Class 7 contains 32844 members 
Mstep: Class 8 contains 7362 members 
Mstep: Class 9 contains 65758 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 10412 members 
Mstep: Class 13 contains 294695 members 
Mstep: Class 14 contains 17223 members 
Mstep: Class 15 contains 94839 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 14897 members 
Mstep: Class 18 contains 72128 members 
Mstep: Class 19 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38573824.000000 Penalty: 23103.480469
Iteration 25Q: 19 clusters Score -3.857382e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5316 members 
Mstep: Class 3 contains 61767 members 
Mstep: Class 4 contains 6630 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 14101 members 
Mstep: Class 7 contains 32209 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 62062 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 10362 members 
Mstep: Class 13 contains 295669 members 
Mstep: Class 14 contains 16826 members 
Mstep: Class 15 contains 99078 members 
Mstep: Class 16 contains 21912 members 
Mstep: Class 17 contains 15156 members 
Mstep: Class 18 contains 72989 members 
Mstep: Class 19 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38577252.000000 Penalty: 23103.480469
Iteration 26Q: 19 clusters Score -3.857725e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5296 members 
Mstep: Class 3 contains 60090 members 
Mstep: Class 4 contains 6609 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 14116 members 
Mstep: Class 7 contains 31688 members 
Mstep: Class 8 contains 7809 members 
Mstep: Class 9 contains 58288 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 12 contains 10286 members 
Mstep: Class 13 contains 296412 members 
Mstep: Class 14 contains 16396 members 
Mstep: Class 15 contains 103569 members 
Mstep: Class 16 contains 21827 members 
Mstep: Class 17 contains 15326 members 
Mstep: Class 18 contains 73736 members 
Mstep: Class 19 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38580688.000000 Penalty: 23103.480469
Iteration 27Q: 19 clusters Score -3.858069e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5263 members 
Mstep: Class 3 contains 58581 members 
Mstep: Class 4 contains 6578 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 14125 members 
Mstep: Class 7 contains 31246 members 
Mstep: Class 8 contains 7999 members 
Mstep: Class 9 contains 54568 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 10214 members 
Mstep: Class 13 contains 297019 members 
Mstep: Class 14 contains 16003 members 
Mstep: Class 15 contains 108184 members 
Mstep: Class 16 contains 21768 members 
Mstep: Class 17 contains 15303 members 
Mstep: Class 18 contains 74368 members 
Mstep: Class 19 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38584128.000000 Penalty: 23103.480469
Iteration 28Q: 19 clusters Score -3.858413e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 57257 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 2640 members 
Mstep: Class 6 contains 14135 members 
Mstep: Class 7 contains 30888 members 
Mstep: Class 8 contains 8152 members 
Mstep: Class 9 contains 51098 members 
Mstep: Class 11 contains 2849 members 
Mstep: Class 12 contains 10118 members 
Mstep: Class 13 contains 297546 members 
Mstep: Class 14 contains 15653 members 
Mstep: Class 15 contains 112811 members 
Mstep: Class 16 contains 21720 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 74923 members 
Mstep: Class 19 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38588056.000000 Penalty: 23103.480469
Iteration 29Q: 19 clusters Score -3.858806e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 56112 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 14139 members 
Mstep: Class 7 contains 30599 members 
Mstep: Class 8 contains 8291 members 
Mstep: Class 9 contains 48030 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 10013 members 
Mstep: Class 13 contains 297894 members 
Mstep: Class 14 contains 15361 members 
Mstep: Class 15 contains 117296 members 
Mstep: Class 16 contains 21673 members 
Mstep: Class 17 contains 14405 members 
Mstep: Class 18 contains 75378 members 
Mstep: Class 19 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38592516.000000 Penalty: 23103.480469
Iteration 30Q: 19 clusters Score -3.859252e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 55121 members 
Mstep: Class 4 contains 6440 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14145 members 
Mstep: Class 7 contains 30356 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 45532 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 9921 members 
Mstep: Class 13 contains 298174 members 
Mstep: Class 14 contains 15085 members 
Mstep: Class 15 contains 121411 members 
Mstep: Class 16 contains 21634 members 
Mstep: Class 17 contains 13545 members 
Mstep: Class 18 contains 75740 members 
Mstep: Class 19 contains 2777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38595844.000000 Penalty: 23103.480469
Iteration 31Q: 19 clusters Score -3.859584e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5250 members 
Mstep: Class 3 contains 54292 members 
Mstep: Class 4 contains 6383 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 14150 members 
Mstep: Class 7 contains 30163 members 
Mstep: Class 8 contains 8498 members 
Mstep: Class 9 contains 43681 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9837 members 
Mstep: Class 13 contains 298396 members 
Mstep: Class 14 contains 14856 members 
Mstep: Class 15 contains 124877 members 
Mstep: Class 16 contains 21593 members 
Mstep: Class 17 contains 12526 members 
Mstep: Class 18 contains 76056 members 
Mstep: Class 19 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38598068.000000 Penalty: 23103.480469
Iteration 32Q: 19 clusters Score -3.859807e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5378 members 
Mstep: Class 3 contains 53546 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 14154 members 
Mstep: Class 7 contains 29995 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 42236 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 9763 members 
Mstep: Class 13 contains 298500 members 
Mstep: Class 14 contains 14626 members 
Mstep: Class 15 contains 127888 members 
Mstep: Class 16 contains 21567 members 
Mstep: Class 17 contains 11518 members 
Mstep: Class 18 contains 76330 members 
Mstep: Class 19 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38599912.000000 Penalty: 23103.480469
Iteration 33Q: 19 clusters Score -3.859991e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 52864 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 14154 members 
Mstep: Class 7 contains 29855 members 
Mstep: Class 8 contains 8639 members 
Mstep: Class 9 contains 41087 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 9700 members 
Mstep: Class 13 contains 298602 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 130485 members 
Mstep: Class 16 contains 21538 members 
Mstep: Class 17 contains 10545 members 
Mstep: Class 18 contains 76585 members 
Mstep: Class 19 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38601132.000000 Penalty: 23103.480469
Iteration 34Q: 19 clusters Score -3.860113e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 52254 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 5 contains 2639 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29725 members 
Mstep: Class 8 contains 8687 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 9641 members 
Mstep: Class 13 contains 298653 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 132738 members 
Mstep: Class 16 contains 21519 members 
Mstep: Class 17 contains 9692 members 
Mstep: Class 18 contains 76815 members 
Mstep: Class 19 contains 3137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38601908.000000 Penalty: 23103.480469
Iteration 35Q: 19 clusters Score -3.860191e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5787 members 
Mstep: Class 3 contains 51769 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 2621 members 
Mstep: Class 6 contains 14162 members 
Mstep: Class 7 contains 29630 members 
Mstep: Class 8 contains 8719 members 
Mstep: Class 9 contains 39382 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 9581 members 
Mstep: Class 13 contains 298704 members 
Mstep: Class 14 contains 14021 members 
Mstep: Class 15 contains 134639 members 
Mstep: Class 16 contains 21493 members 
Mstep: Class 17 contains 8922 members 
Mstep: Class 18 contains 77006 members 
Mstep: Class 19 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38602556.000000 Penalty: 23103.480469
Iteration 36Q: 19 clusters Score -3.860256e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 51369 members 
Mstep: Class 4 contains 6294 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 14154 members 
Mstep: Class 7 contains 29539 members 
Mstep: Class 8 contains 8760 members 
Mstep: Class 9 contains 38757 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 9540 members 
Mstep: Class 13 contains 298722 members 
Mstep: Class 14 contains 13868 members 
Mstep: Class 15 contains 136184 members 
Mstep: Class 16 contains 21464 members 
Mstep: Class 17 contains 8309 members 
Mstep: Class 18 contains 77192 members 
Mstep: Class 19 contains 3269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38603080.000000 Penalty: 23103.480469
Iteration 37Q: 19 clusters Score -3.860308e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5998 members 
Mstep: Class 3 contains 50988 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 14154 members 
Mstep: Class 7 contains 29461 members 
Mstep: Class 8 contains 8787 members 
Mstep: Class 9 contains 38314 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 298716 members 
Mstep: Class 14 contains 13726 members 
Mstep: Class 15 contains 137480 members 
Mstep: Class 16 contains 21441 members 
Mstep: Class 17 contains 7794 members 
Mstep: Class 18 contains 77358 members 
Mstep: Class 19 contains 3333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38603436.000000 Penalty: 23103.480469
Iteration 38Q: 19 clusters Score -3.860344e+07 nChanged 1990
Entering ConstructFrom: 
Score: -38603436.000000 Penalty: 23103.480469
Entering ConstructFrom: 
Trying to split cluster 1 (8560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Entering Unmasked Estep 
Score: -452070.937500 Penalty: 860.211243
	Iteration 0F: 2 clusters Score -452070.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -446214.218750 Penalty: 1720.422485
	Iteration 0F: 3 clusters Score -446214.2 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -448265.000000 Penalty: 1720.422485
	Iteration 1F: 3 clusters Score -448265 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -448492.906250 Penalty: 1720.422485
	Iteration 2F: 3 clusters Score -448492.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -448754.656250 Penalty: 1720.422485
	Iteration 3F: 3 clusters Score -448754.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -449023.187500 Penalty: 1720.422485
	Iteration 4F: 3 clusters Score -449023.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -449318.312500 Penalty: 1720.422485
	Iteration 5F: 3 clusters Score -449318.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -449620.437500 Penalty: 1720.422485
	Iteration 6F: 3 clusters Score -449620.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -449891.781250 Penalty: 1720.422485
	Iteration 7F: 3 clusters Score -449891.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -450135.843750 Penalty: 1720.422485
	Iteration 8F: 3 clusters Score -450135.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -450319.687500 Penalty: 1720.422485
	Iteration 9Q: 3 clusters Score -450319.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -450427.312500 Penalty: 1720.422485
	Iteration 10Q: 3 clusters Score -450427.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -450529.125000 Penalty: 1720.422485
	Iteration 11Q: 3 clusters Score -450529.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -450607.406250 Penalty: 1720.422485
	Iteration 12Q: 3 clusters Score -450607.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -450685.750000 Penalty: 1720.422485
	Iteration 13Q: 3 clusters Score -450685.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -450744.000000 Penalty: 1720.422485
	Iteration 14Q: 3 clusters Score -450744 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -450808.250000 Penalty: 1720.422485
	Iteration 15Q: 3 clusters Score -450808.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -450882.718750 Penalty: 1720.422485
	Iteration 16Q: 3 clusters Score -450882.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -451010.218750 Penalty: 1720.422485
	Iteration 17Q: 3 clusters Score -451010.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -451163.437500 Penalty: 1720.422485
	Iteration 18Q: 3 clusters Score -451163.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -451341.125000 Penalty: 1720.422485
	Iteration 19Q: 3 clusters Score -451341.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -451523.406250 Penalty: 1720.422485
	Iteration 20F: 3 clusters Score -451523.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -451683.562500 Penalty: 1720.422485
	Iteration 21Q: 3 clusters Score -451683.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -451769.750000 Penalty: 1720.422485
	Iteration 22Q: 3 clusters Score -451769.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -451809.281250 Penalty: 1720.422485
	Iteration 23Q: 3 clusters Score -451809.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -451850.187500 Penalty: 1720.422485
	Iteration 24Q: 3 clusters Score -451850.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -451908.031250 Penalty: 1720.422485
	Iteration 25Q: 3 clusters Score -451908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -451981.156250 Penalty: 1720.422485
	Iteration 26Q: 3 clusters Score -451981.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -452045.625000 Penalty: 1720.422485
	Iteration 27Q: 3 clusters Score -452045.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -452071.718750 Penalty: 1720.422485
	Iteration 28Q: 3 clusters Score -452071.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -452080.531250 Penalty: 1720.422485
	Iteration 29Q: 3 clusters Score -452080.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -452083.218750 Penalty: 1720.422485
	Iteration 30Q: 3 clusters Score -452083.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -452086.000000 Penalty: 1720.422485
	Iteration 31Q: 3 clusters Score -452086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -452087.156250 Penalty: 1720.422485
	Iteration 32Q: 3 clusters Score -452087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -452087.031250 Penalty: 1720.422485
	Iteration 33Q: 3 clusters Score -452087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -452088.093750 Penalty: 1720.422485
	Iteration 34Q: 3 clusters Score -452088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -452089.437500 Penalty: 1720.422485
	Iteration 35Q: 3 clusters Score -452089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -452089.593750 Penalty: 1720.422485
	Iteration 36Q: 3 clusters Score -452089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -452089.781250 Penalty: 1720.422485
	Iteration 37Q: 3 clusters Score -452089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -452089.781250 Penalty: 1720.422485
	Iteration 38F: 3 clusters Score -452089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 50679 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 8812 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 10 contains 6801 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 298676 members 
Mstep: Class 14 contains 13592 members 
Mstep: Class 15 contains 138546 members 
Mstep: Class 16 contains 21413 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 77525 members 
Mstep: Class 19 contains 3395 members 
Entering Unmasked Estep 
Score: -38603248.000000 Penalty: 24387.005859
Splitting cluster 1 changes total score from -38603436.000000 to -38603248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -294406.437500 Penalty: 827.774719
	Iteration 0F: 2 clusters Score -294406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -290191.750000 Penalty: 1655.549438
	Iteration 0F: 3 clusters Score -290191.8 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -292029.781250 Penalty: 1655.549438
	Iteration 1F: 3 clusters Score -292029.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -292382.187500 Penalty: 1655.549438
	Iteration 2F: 3 clusters Score -292382.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -292652.531250 Penalty: 1655.549438
	Iteration 3F: 3 clusters Score -292652.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -292843.562500 Penalty: 1655.549438
	Iteration 4F: 3 clusters Score -292843.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -292975.906250 Penalty: 1655.549438
	Iteration 5Q: 3 clusters Score -292975.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -293088.218750 Penalty: 1655.549438
	Iteration 6Q: 3 clusters Score -293088.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -293200.000000 Penalty: 1655.549438
	Iteration 7Q: 3 clusters Score -293200 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -293316.281250 Penalty: 1655.549438
	Iteration 8Q: 3 clusters Score -293316.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -293452.125000 Penalty: 1655.549438
	Iteration 9Q: 3 clusters Score -293452.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -293598.218750 Penalty: 1655.549438
	Iteration 10Q: 3 clusters Score -293598.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -293751.218750 Penalty: 1655.549438
	Iteration 11Q: 3 clusters Score -293751.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -293885.718750 Penalty: 1655.549438
	Iteration 12Q: 3 clusters Score -293885.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -293994.187500 Penalty: 1655.549438
	Iteration 13Q: 3 clusters Score -293994.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -294071.937500 Penalty: 1655.549438
	Iteration 14Q: 3 clusters Score -294071.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -294132.593750 Penalty: 1655.549438
	Iteration 15Q: 3 clusters Score -294132.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -294168.781250 Penalty: 1655.549438
	Iteration 16Q: 3 clusters Score -294168.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -294198.281250 Penalty: 1655.549438
	Iteration 17Q: 3 clusters Score -294198.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -294209.750000 Penalty: 1655.549438
	Iteration 18Q: 3 clusters Score -294209.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -294217.656250 Penalty: 1655.549438
	Iteration 19Q: 3 clusters Score -294217.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -294274.156250 Penalty: 1655.549438
	Iteration 20F: 3 clusters Score -294274.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -294313.125000 Penalty: 1655.549438
	Iteration 21Q: 3 clusters Score -294313.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -294325.406250 Penalty: 1655.549438
	Iteration 22Q: 3 clusters Score -294325.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -294339.625000 Penalty: 1655.549438
	Iteration 23Q: 3 clusters Score -294339.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -294347.781250 Penalty: 1655.549438
	Iteration 24Q: 3 clusters Score -294347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -294349.562500 Penalty: 1655.549438
	Iteration 25Q: 3 clusters Score -294349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -294351.218750 Penalty: 1655.549438
	Iteration 26Q: 3 clusters Score -294351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -294351.875000 Penalty: 1655.549438
	Iteration 27Q: 3 clusters Score -294351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -294351.875000 Penalty: 1655.549438
	Iteration 28F: 3 clusters Score -294351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Entering Unmasked Estep 
Score: -2476217.500000 Penalty: 1029.160400
	Iteration 0F: 2 clusters Score -2476218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -2442267.000000 Penalty: 2058.320801
	Iteration 0F: 3 clusters Score -2442267 nChanged 24110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -2456782.750000 Penalty: 2058.320801
	Iteration 1F: 3 clusters Score -2456783 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -2457488.250000 Penalty: 2058.320801
	Iteration 2Q: 3 clusters Score -2457488 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2458333.500000 Penalty: 2058.320801
	Iteration 3Q: 3 clusters Score -2458334 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -2459330.500000 Penalty: 2058.320801
	Iteration 4Q: 3 clusters Score -2459330 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -2460529.250000 Penalty: 2058.320801
	Iteration 5F: 3 clusters Score -2460529 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2461938.000000 Penalty: 2058.320801
	Iteration 6F: 3 clusters Score -2461938 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2463472.000000 Penalty: 2058.320801
	Iteration 7F: 3 clusters Score -2463472 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2464922.250000 Penalty: 2058.320801
	Iteration 8F: 3 clusters Score -2464922 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2466097.500000 Penalty: 2058.320801
	Iteration 9Q: 3 clusters Score -2466098 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2466929.000000 Penalty: 2058.320801
	Iteration 10Q: 3 clusters Score -2466929 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2467681.000000 Penalty: 2058.320801
	Iteration 11Q: 3 clusters Score -2467681 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2468309.250000 Penalty: 2058.320801
	Iteration 12Q: 3 clusters Score -2468309 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2468864.500000 Penalty: 2058.320801
	Iteration 13Q: 3 clusters Score -2468864 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2469286.500000 Penalty: 2058.320801
	Iteration 14Q: 3 clusters Score -2469286 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2469525.250000 Penalty: 2058.320801
	Iteration 15Q: 3 clusters Score -2469525 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2469664.750000 Penalty: 2058.320801
	Iteration 16Q: 3 clusters Score -2469665 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2469768.750000 Penalty: 2058.320801
	Iteration 17Q: 3 clusters Score -2469769 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2469873.750000 Penalty: 2058.320801
	Iteration 18Q: 3 clusters Score -2469874 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2469961.500000 Penalty: 2058.320801
	Iteration 19Q: 3 clusters Score -2469962 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2470022.000000 Penalty: 2058.320801
	Iteration 20F: 3 clusters Score -2470022 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2470069.500000 Penalty: 2058.320801
	Iteration 21Q: 3 clusters Score -2470070 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2470134.000000 Penalty: 2058.320801
	Iteration 22Q: 3 clusters Score -2470134 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2470182.000000 Penalty: 2058.320801
	Iteration 23Q: 3 clusters Score -2470182 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2470223.750000 Penalty: 2058.320801
	Iteration 24Q: 3 clusters Score -2470224 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2470254.000000 Penalty: 2058.320801
	Iteration 25Q: 3 clusters Score -2470254 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2470274.250000 Penalty: 2058.320801
	Iteration 26Q: 3 clusters Score -2470274 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2470296.750000 Penalty: 2058.320801
	Iteration 27Q: 3 clusters Score -2470297 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2470312.000000 Penalty: 2058.320801
	Iteration 28Q: 3 clusters Score -2470312 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -2470319.750000 Penalty: 2058.320801
	Iteration 29Q: 3 clusters Score -2470320 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2470337.250000 Penalty: 2058.320801
	Iteration 30Q: 3 clusters Score -2470337 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2470359.000000 Penalty: 2058.320801
	Iteration 31Q: 3 clusters Score -2470359 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2470360.500000 Penalty: 2058.320801
	Iteration 32Q: 3 clusters Score -2470360 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2470366.000000 Penalty: 2058.320801
	Iteration 33Q: 3 clusters Score -2470366 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2470363.500000 Penalty: 2058.320801
	Iteration 34Q: 3 clusters Score -2470364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2470377.250000 Penalty: 2058.320801
	Iteration 35Q: 3 clusters Score -2470377 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -2470391.500000 Penalty: 2058.320801
	Iteration 36Q: 3 clusters Score -2470392 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2470402.000000 Penalty: 2058.320801
	Iteration 37Q: 3 clusters Score -2470402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2470417.500000 Penalty: 2058.320801
	Iteration 38Q: 3 clusters Score -2470418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2470437.500000 Penalty: 2058.320801
	Iteration 39Q: 3 clusters Score -2470438 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2470441.500000 Penalty: 2058.320801
	Iteration 40F: 3 clusters Score -2470442 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -2470478.000000 Penalty: 2058.320801
	Iteration 41Q: 3 clusters Score -2470478 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2470538.000000 Penalty: 2058.320801
	Iteration 42Q: 3 clusters Score -2470538 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -2470607.000000 Penalty: 2058.320801
	Iteration 43Q: 3 clusters Score -2470607 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2470667.750000 Penalty: 2058.320801
	Iteration 44Q: 3 clusters Score -2470668 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -2470757.000000 Penalty: 2058.320801
	Iteration 45Q: 3 clusters Score -2470757 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -2470804.250000 Penalty: 2058.320801
	Iteration 46Q: 3 clusters Score -2470804 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -2470868.250000 Penalty: 2058.320801
	Iteration 47Q: 3 clusters Score -2470868 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -2470943.750000 Penalty: 2058.320801
	Iteration 48Q: 3 clusters Score -2470944 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -2471023.500000 Penalty: 2058.320801
	Iteration 49Q: 3 clusters Score -2471024 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2471108.250000 Penalty: 2058.320801
	Iteration 50Q: 3 clusters Score -2471108 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -2471196.000000 Penalty: 2058.320801
	Iteration 51Q: 3 clusters Score -2471196 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -2471259.000000 Penalty: 2058.320801
	Iteration 52Q: 3 clusters Score -2471259 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -2471324.500000 Penalty: 2058.320801
	Iteration 53Q: 3 clusters Score -2471324 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -2471391.000000 Penalty: 2058.320801
	Iteration 54Q: 3 clusters Score -2471391 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -2471449.500000 Penalty: 2058.320801
	Iteration 55Q: 3 clusters Score -2471450 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -2471528.750000 Penalty: 2058.320801
	Iteration 56Q: 3 clusters Score -2471529 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -2471599.750000 Penalty: 2058.320801
	Iteration 57Q: 3 clusters Score -2471600 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -2471681.500000 Penalty: 2058.320801
	Iteration 58Q: 3 clusters Score -2471682 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -2471761.750000 Penalty: 2058.320801
	Iteration 59Q: 3 clusters Score -2471762 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -2471860.000000 Penalty: 2058.320801
	Iteration 60F: 3 clusters Score -2471860 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -2471959.750000 Penalty: 2058.320801
	Iteration 61Q: 3 clusters Score -2471960 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -2472065.250000 Penalty: 2058.320801
	Iteration 62Q: 3 clusters Score -2472065 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -2472164.000000 Penalty: 2058.320801
	Iteration 63Q: 3 clusters Score -2472164 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -2472301.500000 Penalty: 2058.320801
	Iteration 64Q: 3 clusters Score -2472302 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -2472436.000000 Penalty: 2058.320801
	Iteration 65Q: 3 clusters Score -2472436 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -2472581.750000 Penalty: 2058.320801
	Iteration 66Q: 3 clusters Score -2472582 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -2472722.750000 Penalty: 2058.320801
	Iteration 67Q: 3 clusters Score -2472723 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -2472896.250000 Penalty: 2058.320801
	Iteration 68Q: 3 clusters Score -2472896 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -2473063.000000 Penalty: 2058.320801
	Iteration 69Q: 3 clusters Score -2473063 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -2473237.000000 Penalty: 2058.320801
	Iteration 70Q: 3 clusters Score -2473237 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -2473428.750000 Penalty: 2058.320801
	Iteration 71Q: 3 clusters Score -2473429 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -2473631.750000 Penalty: 2058.320801
	Iteration 72Q: 3 clusters Score -2473632 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -2473819.750000 Penalty: 2058.320801
	Iteration 73Q: 3 clusters Score -2473820 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -2474002.750000 Penalty: 2058.320801
	Iteration 74Q: 3 clusters Score -2474003 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -2474193.500000 Penalty: 2058.320801
	Iteration 75Q: 3 clusters Score -2474194 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2474347 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -2474513.750000 Penalty: 2058.320801
	Iteration 77Q: 3 clusters Score -2474514 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -2474666.250000 Penalty: 2058.320801
	Iteration 78Q: 3 clusters Score -2474666 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -2474793.750000 Penalty: 2058.320801
	Iteration 79Q: 3 clusters Score -2474794 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -2474914.500000 Penalty: 2058.320801
	Iteration 80F: 3 clusters Score -2474914 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -2475050.750000 Penalty: 2058.320801
	Iteration 81Q: 3 clusters Score -2475051 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -2475210.250000 Penalty: 2058.320801
	Iteration 82Q: 3 clusters Score -2475210 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -2475358.500000 Penalty: 2058.320801
	Iteration 83Q: 3 clusters Score -2475358 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -2475499.000000 Penalty: 2058.320801
	Iteration 84Q: 3 clusters Score -2475499 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -2475622.250000 Penalty: 2058.320801
	Iteration 85Q: 3 clusters Score -2475622 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -2475710.250000 Penalty: 2058.320801
	Iteration 86Q: 3 clusters Score -2475710 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -2475792.750000 Penalty: 2058.320801
	Iteration 87Q: 3 clusters Score -2475793 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -2475862.500000 Penalty: 2058.320801
	Iteration 88Q: 3 clusters Score -2475862 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -2475915.750000 Penalty: 2058.320801
	Iteration 89Q: 3 clusters Score -2475916 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -2475956.000000 Penalty: 2058.320801
	Iteration 90Q: 3 clusters Score -2475956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -2475977.000000 Penalty: 2058.320801
	Iteration 91Q: 3 clusters Score -2475977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -2475996.250000 Penalty: 2058.320801
	Iteration 92Q: 3 clusters Score -2475996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -2476005.250000 Penalty: 2058.320801
	Iteration 93Q: 3 clusters Score -2476005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -2476009.750000 Penalty: 2058.320801
	Iteration 94Q: 3 clusters Score -2476010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -2476022.500000 Penalty: 2058.320801
	Iteration 95Q: 3 clusters Score -2476022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -2476034.500000 Penalty: 2058.320801
	Iteration 96Q: 3 clusters Score -2476034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -2476050.000000 Penalty: 2058.320801
	Iteration 97Q: 3 clusters Score -2476050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -2476057.750000 Penalty: 2058.320801
	Iteration 98Q: 3 clusters Score -2476058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -2476075.000000 Penalty: 2058.320801
	Iteration 99Q: 3 clusters Score -2476075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -2476078.250000 Penalty: 2058.320801
	Iteration 100F: 3 clusters Score -2476078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -2476094.750000 Penalty: 2058.320801
	Iteration 101Q: 3 clusters Score -2476095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -2476098.250000 Penalty: 2058.320801
	Iteration 102Q: 3 clusters Score -2476098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -2476103.000000 Penalty: 2058.320801
	Iteration 103Q: 3 clusters Score -2476103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -2476111.250000 Penalty: 2058.320801
	Iteration 104Q: 3 clusters Score -2476111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -2476118.250000 Penalty: 2058.320801
	Iteration 105Q: 3 clusters Score -2476118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -2476121.500000 Penalty: 2058.320801
	Iteration 106Q: 3 clusters Score -2476122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -2476126.250000 Penalty: 2058.320801
	Iteration 107Q: 3 clusters Score -2476126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -2476135.750000 Penalty: 2058.320801
	Iteration 108Q: 3 clusters Score -2476136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -2476140.750000 Penalty: 2058.320801
	Iteration 109Q: 3 clusters Score -2476141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -2476140.750000 Penalty: 2058.320801
	Iteration 110Q: 3 clusters Score -2476141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -2476144.750000 Penalty: 2058.320801
	Iteration 111Q: 3 clusters Score -2476145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -2476146.250000 Penalty: 2058.320801
	Iteration 112Q: 3 clusters Score -2476146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -2476150.500000 Penalty: 2058.320801
	Iteration 113Q: 3 clusters Score -2476150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -2476151.000000 Penalty: 2058.320801
	Iteration 114Q: 3 clusters Score -2476151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -2476153.500000 Penalty: 2058.320801
	Iteration 115Q: 3 clusters Score -2476154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -2476150.500000 Penalty: 2058.320801
	Iteration 116Q: 3 clusters Score -2476150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -2476151.750000 Penalty: 2058.320801
	Iteration 117Q: 3 clusters Score -2476152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -2476151.000000 Penalty: 2058.320801
	Iteration 118Q: 3 clusters Score -2476151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -2476148.750000 Penalty: 2058.320801
	Iteration 119Q: 3 clusters Score -2476149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -2476151.500000 Penalty: 2058.320801
	Iteration 120F: 3 clusters Score -2476152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -2476153.750000 Penalty: 2058.320801
	Iteration 121Q: 3 clusters Score -2476154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -2476153.500000 Penalty: 2058.320801
	Iteration 122Q: 3 clusters Score -2476154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -2476154.500000 Penalty: 2058.320801
	Iteration 123Q: 3 clusters Score -2476154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -2476155.250000 Penalty: 2058.320801
	Iteration 124Q: 3 clusters Score -2476155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -2476153.000000 Penalty: 2058.320801
	Iteration 125Q: 3 clusters Score -2476153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -2476153.500000 Penalty: 2058.320801
	Iteration 126Q: 3 clusters Score -2476154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -2476154.000000 Penalty: 2058.320801
	Iteration 127Q: 3 clusters Score -2476154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -2476154.500000 Penalty: 2058.320801
	Iteration 128Q: 3 clusters Score -2476154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -2476154.500000 Penalty: 2058.320801
	Iteration 129F: 3 clusters Score -2476154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Entering Unmasked Estep 
Score: -336872.968750 Penalty: 830.665833
	Iteration 0F: 2 clusters Score -336873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -332470.218750 Penalty: 1661.331665
	Iteration 0F: 3 clusters Score -332470.2 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -334094.531250 Penalty: 1661.331665
	Iteration 1F: 3 clusters Score -334094.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -334397.093750 Penalty: 1661.331665
	Iteration 2F: 3 clusters Score -334397.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -334673.875000 Penalty: 1661.331665
	Iteration 3F: 3 clusters Score -334673.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -334976.593750 Penalty: 1661.331665
	Iteration 4F: 3 clusters Score -334976.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -335345.218750 Penalty: 1661.331665
	Iteration 5F: 3 clusters Score -335345.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -335741.312500 Penalty: 1661.331665
	Iteration 6F: 3 clusters Score -335741.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -336044.406250 Penalty: 1661.331665
	Iteration 7F: 3 clusters Score -336044.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -336215.875000 Penalty: 1661.331665
	Iteration 8Q: 3 clusters Score -336215.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -336324.781250 Penalty: 1661.331665
	Iteration 9Q: 3 clusters Score -336324.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -336405.781250 Penalty: 1661.331665
	Iteration 10Q: 3 clusters Score -336405.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -336466.687500 Penalty: 1661.331665
	Iteration 11Q: 3 clusters Score -336466.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -336512.062500 Penalty: 1661.331665
	Iteration 12Q: 3 clusters Score -336512.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -336554.156250 Penalty: 1661.331665
	Iteration 13Q: 3 clusters Score -336554.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -336590.968750 Penalty: 1661.331665
	Iteration 14Q: 3 clusters Score -336591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -336631.906250 Penalty: 1661.331665
	Iteration 15Q: 3 clusters Score -336631.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -336675.312500 Penalty: 1661.331665
	Iteration 16Q: 3 clusters Score -336675.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -336711.250000 Penalty: 1661.331665
	Iteration 17Q: 3 clusters Score -336711.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -336734.343750 Penalty: 1661.331665
	Iteration 18Q: 3 clusters Score -336734.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -336761.187500 Penalty: 1661.331665
	Iteration 19Q: 3 clusters Score -336761.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -336795.562500 Penalty: 1661.331665
	Iteration 20F: 3 clusters Score -336795.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -336818.875000 Penalty: 1661.331665
	Iteration 21Q: 3 clusters Score -336818.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -336838.968750 Penalty: 1661.331665
	Iteration 22Q: 3 clusters Score -336839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -336858.531250 Penalty: 1661.331665
	Iteration 23Q: 3 clusters Score -336858.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -336872.750000 Penalty: 1661.331665
	Iteration 24Q: 3 clusters Score -336872.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -336885.218750 Penalty: 1661.331665
	Iteration 25Q: 3 clusters Score -336885.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -336898.281250 Penalty: 1661.331665
	Iteration 26Q: 3 clusters Score -336898.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -336905.812500 Penalty: 1661.331665
	Iteration 27Q: 3 clusters Score -336905.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -336913.093750 Penalty: 1661.331665
	Iteration 28Q: 3 clusters Score -336913.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -336917.625000 Penalty: 1661.331665
	Iteration 29Q: 3 clusters Score -336917.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -336920.781250 Penalty: 1661.331665
	Iteration 30Q: 3 clusters Score -336920.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -336924.281250 Penalty: 1661.331665
	Iteration 31Q: 3 clusters Score -336924.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -336928.875000 Penalty: 1661.331665
	Iteration 32Q: 3 clusters Score -336928.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -336930.500000 Penalty: 1661.331665
	Iteration 33Q: 3 clusters Score -336930.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -336931.531250 Penalty: 1661.331665
	Iteration 34Q: 3 clusters Score -336931.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -336933.781250 Penalty: 1661.331665
	Iteration 35Q: 3 clusters Score -336933.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -336939.906250 Penalty: 1661.331665
	Iteration 36Q: 3 clusters Score -336939.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -336944.156250 Penalty: 1661.331665
	Iteration 37Q: 3 clusters Score -336944.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -336948.156250 Penalty: 1661.331665
	Iteration 38Q: 3 clusters Score -336948.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -336951.750000 Penalty: 1661.331665
	Iteration 39Q: 3 clusters Score -336951.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -336956.250000 Penalty: 1661.331665
	Iteration 40F: 3 clusters Score -336956.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -336959.906250 Penalty: 1661.331665
	Iteration 41Q: 3 clusters Score -336959.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -336962.093750 Penalty: 1661.331665
	Iteration 42Q: 3 clusters Score -336962.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -336964.843750 Penalty: 1661.331665
	Iteration 43Q: 3 clusters Score -336964.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -336966.500000 Penalty: 1661.331665
	Iteration 44Q: 3 clusters Score -336966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -336967.062500 Penalty: 1661.331665
	Iteration 45Q: 3 clusters Score -336967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -336967.750000 Penalty: 1661.331665
	Iteration 46Q: 3 clusters Score -336967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -336968.718750 Penalty: 1661.331665
	Iteration 47Q: 3 clusters Score -336968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -336968.593750 Penalty: 1661.331665
	Iteration 48Q: 3 clusters Score -336968.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -336970.312500 Penalty: 1661.331665
	Iteration 49Q: 3 clusters Score -336970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -336970.531250 Penalty: 1661.331665
	Iteration 50Q: 3 clusters Score -336970.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -336972.531250 Penalty: 1661.331665
	Iteration 51Q: 3 clusters Score -336972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -336972.468750 Penalty: 1661.331665
	Iteration 52Q: 3 clusters Score -336972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -336973.125000 Penalty: 1661.331665
	Iteration 53Q: 3 clusters Score -336973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -336973.500000 Penalty: 1661.331665
	Iteration 54Q: 3 clusters Score -336973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -336973.500000 Penalty: 1661.331665
	Iteration 55F: 3 clusters Score -336973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 50679 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 8812 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 10 contains 2105 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 9466 members 
Mstep: Class 13 contains 298676 members 
Mstep: Class 14 contains 13592 members 
Mstep: Class 15 contains 138546 members 
Mstep: Class 16 contains 21413 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 77525 members 
Mstep: Class 19 contains 3395 members 
Entering Unmasked Estep 
Score: -38603244.000000 Penalty: 24387.005859
Splitting cluster 4 changes total score from -38603436.000000 to -38603244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -134364.046875 Penalty: 746.313538
	Iteration 0F: 2 clusters Score -134364 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 1282 members 
Entering Unmasked Estep 
Score: -132288.687500 Penalty: 1492.627075
	Iteration 0F: 3 clusters Score -132288.7 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -132880.156250 Penalty: 1492.627075
	Iteration 1F: 3 clusters Score -132880.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -132981.234375 Penalty: 1492.627075
	Iteration 2F: 3 clusters Score -132981.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -133059.046875 Penalty: 1492.627075
	Iteration 3F: 3 clusters Score -133059 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -133114.843750 Penalty: 1492.627075
	Iteration 4Q: 3 clusters Score -133114.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -133161.500000 Penalty: 1492.627075
	Iteration 5Q: 3 clusters Score -133161.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -133197.812500 Penalty: 1492.627075
	Iteration 6Q: 3 clusters Score -133197.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -133221.687500 Penalty: 1492.627075
	Iteration 7Q: 3 clusters Score -133221.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -133242.312500 Penalty: 1492.627075
	Iteration 8Q: 3 clusters Score -133242.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -133260.375000 Penalty: 1492.627075
	Iteration 9Q: 3 clusters Score -133260.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -133280.937500 Penalty: 1492.627075
	Iteration 10Q: 3 clusters Score -133280.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -133296.359375 Penalty: 1492.627075
	Iteration 11Q: 3 clusters Score -133296.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -133316.781250 Penalty: 1492.627075
	Iteration 12Q: 3 clusters Score -133316.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -133335.671875 Penalty: 1492.627075
	Iteration 13Q: 3 clusters Score -133335.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -133349.406250 Penalty: 1492.627075
	Iteration 14Q: 3 clusters Score -133349.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -133364.750000 Penalty: 1492.627075
	Iteration 15Q: 3 clusters Score -133364.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -133383.953125 Penalty: 1492.627075
	Iteration 16Q: 3 clusters Score -133384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133406.296875 Penalty: 1492.627075
	Iteration 17Q: 3 clusters Score -133406.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133420.906250 Penalty: 1492.627075
	Iteration 18Q: 3 clusters Score -133420.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133440.031250 Penalty: 1492.627075
	Iteration 19Q: 3 clusters Score -133440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133461.171875 Penalty: 1492.627075
	Iteration 20F: 3 clusters Score -133461.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133481.500000 Penalty: 1492.627075
	Iteration 21Q: 3 clusters Score -133481.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133501.375000 Penalty: 1492.627075
	Iteration 22Q: 3 clusters Score -133501.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133511.843750 Penalty: 1492.627075
	Iteration 23Q: 3 clusters Score -133511.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -133521.062500 Penalty: 1492.627075
	Iteration 24Q: 3 clusters Score -133521.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133527.906250 Penalty: 1492.627075
	Iteration 25Q: 3 clusters Score -133527.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133539.140625 Penalty: 1492.627075
	Iteration 26Q: 3 clusters Score -133539.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133548.171875 Penalty: 1492.627075
	Iteration 27Q: 3 clusters Score -133548.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -133559.625000 Penalty: 1492.627075
	Iteration 28Q: 3 clusters Score -133559.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133572.703125 Penalty: 1492.627075
	Iteration 29Q: 3 clusters Score -133572.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -133584.468750 Penalty: 1492.627075
	Iteration 30Q: 3 clusters Score -133584.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133599.953125 Penalty: 1492.627075
	Iteration 31Q: 3 clusters Score -133600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133611.828125 Penalty: 1492.627075
	Iteration 32Q: 3 clusters Score -133611.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133624.937500 Penalty: 1492.627075
	Iteration 33Q: 3 clusters Score -133624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -133631.406250 Penalty: 1492.627075
	Iteration 34Q: 3 clusters Score -133631.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -133636.187500 Penalty: 1492.627075
	Iteration 35Q: 3 clusters Score -133636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -133639.656250 Penalty: 1492.627075
	Iteration 36Q: 3 clusters Score -133639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -133643.921875 Penalty: 1492.627075
	Iteration 37Q: 3 clusters Score -133643.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -133652.109375 Penalty: 1492.627075
	Iteration 38Q: 3 clusters Score -133652.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -133665.750000 Penalty: 1492.627075
	Iteration 39Q: 3 clusters Score -133665.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -133682.718750 Penalty: 1492.627075
	Iteration 40F: 3 clusters Score -133682.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133689.328125 Penalty: 1492.627075
	Iteration 41Q: 3 clusters Score -133689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -133693.593750 Penalty: 1492.627075
	Iteration 42Q: 3 clusters Score -133693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133697.593750 Penalty: 1492.627075
	Iteration 43Q: 3 clusters Score -133697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -133701.890625 Penalty: 1492.627075
	Iteration 44Q: 3 clusters Score -133701.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -133704.546875 Penalty: 1492.627075
	Iteration 45Q: 3 clusters Score -133704.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -133711.906250 Penalty: 1492.627075
	Iteration 46Q: 3 clusters Score -133711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -133717.156250 Penalty: 1492.627075
	Iteration 47Q: 3 clusters Score -133717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -133717.578125 Penalty: 1492.627075
	Iteration 48Q: 3 clusters Score -133717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -133718.546875 Penalty: 1492.627075
	Iteration 49Q: 3 clusters Score -133718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -133719.031250 Penalty: 1492.627075
	Iteration 50Q: 3 clusters Score -133719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -133719.031250 Penalty: 1492.627075
	Iteration 51F: 3 clusters Score -133719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Entering Unmasked Estep 
Score: -815191.500000 Penalty: 908.020020
	Iteration 0F: 2 clusters Score -815191.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -805584.937500 Penalty: 1816.040039
	Iteration 0F: 3 clusters Score -805584.9 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -809535.062500 Penalty: 1816.040039
	Iteration 1F: 3 clusters Score -809535.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -809940.312500 Penalty: 1816.040039
	Iteration 2F: 3 clusters Score -809940.3 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -810356.625000 Penalty: 1816.040039
	Iteration 3F: 3 clusters Score -810356.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -810764.562500 Penalty: 1816.040039
	Iteration 4F: 3 clusters Score -810764.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -811173.812500 Penalty: 1816.040039
	Iteration 5F: 3 clusters Score -811173.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -811668.437500 Penalty: 1816.040039
	Iteration 6F: 3 clusters Score -811668.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -812294.562500 Penalty: 1816.040039
	Iteration 7Q: 3 clusters Score -812294.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -813010.937500 Penalty: 1816.040039
	Iteration 8Q: 3 clusters Score -813010.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -813572.625000 Penalty: 1816.040039
	Iteration 9Q: 3 clusters Score -813572.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -813824.312500 Penalty: 1816.040039
	Iteration 10Q: 3 clusters Score -813824.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -813936.312500 Penalty: 1816.040039
	Iteration 11Q: 3 clusters Score -813936.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -814016.500000 Penalty: 1816.040039
	Iteration 12Q: 3 clusters Score -814016.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -814068.562500 Penalty: 1816.040039
	Iteration 13Q: 3 clusters Score -814068.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -814112.187500 Penalty: 1816.040039
	Iteration 14Q: 3 clusters Score -814112.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -814149.062500 Penalty: 1816.040039
	Iteration 15Q: 3 clusters Score -814149.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -814177.562500 Penalty: 1816.040039
	Iteration 16Q: 3 clusters Score -814177.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -814210.312500 Penalty: 1816.040039
	Iteration 17Q: 3 clusters Score -814210.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -814235.312500 Penalty: 1816.040039
	Iteration 18Q: 3 clusters Score -814235.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -814262.312500 Penalty: 1816.040039
	Iteration 19Q: 3 clusters Score -814262.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -814280.312500 Penalty: 1816.040039
	Iteration 20F: 3 clusters Score -814280.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -814293.625000 Penalty: 1816.040039
	Iteration 21Q: 3 clusters Score -814293.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -814306.187500 Penalty: 1816.040039
	Iteration 22Q: 3 clusters Score -814306.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -814310.125000 Penalty: 1816.040039
	Iteration 23Q: 3 clusters Score -814310.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -814317.562500 Penalty: 1816.040039
	Iteration 24Q: 3 clusters Score -814317.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -814329.187500 Penalty: 1816.040039
	Iteration 25Q: 3 clusters Score -814329.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -814339.812500 Penalty: 1816.040039
	Iteration 26Q: 3 clusters Score -814339.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -814341.437500 Penalty: 1816.040039
	Iteration 27Q: 3 clusters Score -814341.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -814345.812500 Penalty: 1816.040039
	Iteration 28Q: 3 clusters Score -814345.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -814351.812500 Penalty: 1816.040039
	Iteration 29Q: 3 clusters Score -814351.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -814357.562500 Penalty: 1816.040039
	Iteration 30Q: 3 clusters Score -814357.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -814361.000000 Penalty: 1816.040039
	Iteration 31Q: 3 clusters Score -814361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -814365.750000 Penalty: 1816.040039
	Iteration 32Q: 3 clusters Score -814365.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -814370.250000 Penalty: 1816.040039
	Iteration 33Q: 3 clusters Score -814370.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -814376.812500 Penalty: 1816.040039
	Iteration 34Q: 3 clusters Score -814376.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -814375.687500 Penalty: 1816.040039
	Iteration 35Q: 3 clusters Score -814375.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -814378.250000 Penalty: 1816.040039
	Iteration 36Q: 3 clusters Score -814378.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -814381.687500 Penalty: 1816.040039
	Iteration 37Q: 3 clusters Score -814381.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -814385.625000 Penalty: 1816.040039
	Iteration 38Q: 3 clusters Score -814385.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -814391.125000 Penalty: 1816.040039
	Iteration 39Q: 3 clusters Score -814391.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -814394.187500 Penalty: 1816.040039
	Iteration 40F: 3 clusters Score -814394.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -814396.875000 Penalty: 1816.040039
	Iteration 41Q: 3 clusters Score -814396.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -814400.187500 Penalty: 1816.040039
	Iteration 42Q: 3 clusters Score -814400.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -814401.625000 Penalty: 1816.040039
	Iteration 43Q: 3 clusters Score -814401.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -814405.812500 Penalty: 1816.040039
	Iteration 44Q: 3 clusters Score -814405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -814406.187500 Penalty: 1816.040039
	Iteration 45Q: 3 clusters Score -814406.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -814410.937500 Penalty: 1816.040039
	Iteration 46Q: 3 clusters Score -814410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -814411.937500 Penalty: 1816.040039
	Iteration 47Q: 3 clusters Score -814411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -814412.937500 Penalty: 1816.040039
	Iteration 48Q: 3 clusters Score -814412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -814413.062500 Penalty: 1816.040039
	Iteration 49Q: 3 clusters Score -814413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -814416.312500 Penalty: 1816.040039
	Iteration 50Q: 3 clusters Score -814416.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -814418.562500 Penalty: 1816.040039
	Iteration 51Q: 3 clusters Score -814418.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -814421.312500 Penalty: 1816.040039
	Iteration 52Q: 3 clusters Score -814421.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -814425.250000 Penalty: 1816.040039
	Iteration 53Q: 3 clusters Score -814425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -814427.937500 Penalty: 1816.040039
	Iteration 54Q: 3 clusters Score -814427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -814428.687500 Penalty: 1816.040039
	Iteration 55Q: 3 clusters Score -814428.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -814428.125000 Penalty: 1816.040039
	Iteration 56Q: 3 clusters Score -814428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -814428.625000 Penalty: 1816.040039
	Iteration 57Q: 3 clusters Score -814428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -814429.062500 Penalty: 1816.040039
	Iteration 58Q: 3 clusters Score -814429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -814433.750000 Penalty: 1816.040039
	Iteration 59Q: 3 clusters Score -814433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -814431.375000 Penalty: 1816.040039
	Iteration 60F: 3 clusters Score -814431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -814431.187500 Penalty: 1816.040039
	Iteration 61Q: 3 clusters Score -814431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -814432.125000 Penalty: 1816.040039
	Iteration 62Q: 3 clusters Score -814432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -814434.000000 Penalty: 1816.040039
	Iteration 63Q: 3 clusters Score -814434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -814434.625000 Penalty: 1816.040039
	Iteration 64Q: 3 clusters Score -814434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -814437.625000 Penalty: 1816.040039
	Iteration 65Q: 3 clusters Score -814437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -814439.750000 Penalty: 1816.040039
	Iteration 66Q: 3 clusters Score -814439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -814439.562500 Penalty: 1816.040039
	Iteration 67Q: 3 clusters Score -814439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -814440.312500 Penalty: 1816.040039
	Iteration 68Q: 3 clusters Score -814440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -814440.250000 Penalty: 1816.040039
	Iteration 69Q: 3 clusters Score -814440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -814441.937500 Penalty: 1816.040039
	Iteration 70Q: 3 clusters Score -814441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -814443.562500 Penalty: 1816.040039
	Iteration 71Q: 3 clusters Score -814443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -814444.375000 Penalty: 1816.040039
	Iteration 72Q: 3 clusters Score -814444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -814445.375000 Penalty: 1816.040039
	Iteration 73Q: 3 clusters Score -814445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -814447.312500 Penalty: 1816.040039
	Iteration 74Q: 3 clusters Score -814447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -814446.500000 Penalty: 1816.040039
	Iteration 75Q: 3 clusters Score -814446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -814446.812500 Penalty: 1816.040039
	Iteration 76Q: 3 clusters Score -814446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -814446.812500 Penalty: 1816.040039
	Iteration 77F: 3 clusters Score -814446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Entering Unmasked Estep 
Score: -1560398.000000 Penalty: 977.385986
	Iteration 0F: 2 clusters Score -1560398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1540774.500000 Penalty: 1954.771973
	Iteration 0F: 3 clusters Score -1540774 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1548789.750000 Penalty: 1954.771973
	Iteration 1F: 3 clusters Score -1548790 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1549554.000000 Penalty: 1954.771973
	Iteration 2F: 3 clusters Score -1549554 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1550642.375000 Penalty: 1954.771973
	Iteration 3F: 3 clusters Score -1550642 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1551870.125000 Penalty: 1954.771973
	Iteration 4F: 3 clusters Score -1551870 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1552905.625000 Penalty: 1954.771973
	Iteration 5F: 3 clusters Score -1552906 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1553688.875000 Penalty: 1954.771973
	Iteration 6F: 3 clusters Score -1553689 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1554220.125000 Penalty: 1954.771973
	Iteration 7Q: 3 clusters Score -1554220 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1554564.750000 Penalty: 1954.771973
	Iteration 8Q: 3 clusters Score -1554565 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1554792.750000 Penalty: 1954.771973
	Iteration 9Q: 3 clusters Score -1554793 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -1554960.125000 Penalty: 1954.771973
	Iteration 10Q: 3 clusters Score -1554960 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1555099.125000 Penalty: 1954.771973
	Iteration 11Q: 3 clusters Score -1555099 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -1555209.875000 Penalty: 1954.771973
	Iteration 12Q: 3 clusters Score -1555210 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1555300.500000 Penalty: 1954.771973
	Iteration 13Q: 3 clusters Score -1555300 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1555367.375000 Penalty: 1954.771973
	Iteration 14Q: 3 clusters Score -1555367 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1555430.000000 Penalty: 1954.771973
	Iteration 15Q: 3 clusters Score -1555430 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1555497.875000 Penalty: 1954.771973
	Iteration 16Q: 3 clusters Score -1555498 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1555561.250000 Penalty: 1954.771973
	Iteration 17Q: 3 clusters Score -1555561 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -1555653.750000 Penalty: 1954.771973
	Iteration 18Q: 3 clusters Score -1555654 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -1555774.875000 Penalty: 1954.771973
	Iteration 19Q: 3 clusters Score -1555775 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -1555942.375000 Penalty: 1954.771973
	Iteration 20F: 3 clusters Score -1555942 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -1556118.750000 Penalty: 1954.771973
	Iteration 21Q: 3 clusters Score -1556119 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -1556350.375000 Penalty: 1954.771973
	Iteration 22Q: 3 clusters Score -1556350 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -1556589.250000 Penalty: 1954.771973
	Iteration 23Q: 3 clusters Score -1556589 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -1556867.375000 Penalty: 1954.771973
	Iteration 24Q: 3 clusters Score -1556867 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -1557165.625000 Penalty: 1954.771973
	Iteration 25Q: 3 clusters Score -1557166 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -1557491.750000 Penalty: 1954.771973
	Iteration 26Q: 3 clusters Score -1557492 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -1557858.875000 Penalty: 1954.771973
	Iteration 27Q: 3 clusters Score -1557859 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -1558234.250000 Penalty: 1954.771973
	Iteration 28Q: 3 clusters Score -1558234 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -1558587.125000 Penalty: 1954.771973
	Iteration 29Q: 3 clusters Score -1558587 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -1558863.750000 Penalty: 1954.771973
	Iteration 30Q: 3 clusters Score -1558864 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -1559059.875000 Penalty: 1954.771973
	Iteration 31Q: 3 clusters Score -1559060 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -1559201.125000 Penalty: 1954.771973
	Iteration 32Q: 3 clusters Score -1559201 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -1559340.875000 Penalty: 1954.771973
	Iteration 33Q: 3 clusters Score -1559341 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -1559447.625000 Penalty: 1954.771973
	Iteration 34Q: 3 clusters Score -1559448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -1559516.750000 Penalty: 1954.771973
	Iteration 35Q: 3 clusters Score -1559517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -1559568.250000 Penalty: 1954.771973
	Iteration 36Q: 3 clusters Score -1559568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -1559609.125000 Penalty: 1954.771973
	Iteration 37Q: 3 clusters Score -1559609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -1559635.500000 Penalty: 1954.771973
	Iteration 38Q: 3 clusters Score -1559636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -1559670.875000 Penalty: 1954.771973
	Iteration 39Q: 3 clusters Score -1559671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -1559697.875000 Penalty: 1954.771973
	Iteration 40F: 3 clusters Score -1559698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -1559728.625000 Penalty: 1954.771973
	Iteration 41Q: 3 clusters Score -1559729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -1559749.000000 Penalty: 1954.771973
	Iteration 42Q: 3 clusters Score -1559749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -1559775.000000 Penalty: 1954.771973
	Iteration 43Q: 3 clusters Score -1559775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -1559797.625000 Penalty: 1954.771973
	Iteration 44Q: 3 clusters Score -1559798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -1559811.125000 Penalty: 1954.771973
	Iteration 45Q: 3 clusters Score -1559811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -1559824.000000 Penalty: 1954.771973
	Iteration 46Q: 3 clusters Score -1559824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -1559834.875000 Penalty: 1954.771973
	Iteration 47Q: 3 clusters Score -1559835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -1559844.250000 Penalty: 1954.771973
	Iteration 48Q: 3 clusters Score -1559844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -1559846.000000 Penalty: 1954.771973
	Iteration 49Q: 3 clusters Score -1559846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -1559850.375000 Penalty: 1954.771973
	Iteration 50Q: 3 clusters Score -1559850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -1559860.000000 Penalty: 1954.771973
	Iteration 51Q: 3 clusters Score -1559860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -1559863.125000 Penalty: 1954.771973
	Iteration 52Q: 3 clusters Score -1559863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -1559865.250000 Penalty: 1954.771973
	Iteration 53Q: 3 clusters Score -1559865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -1559867.250000 Penalty: 1954.771973
	Iteration 54Q: 3 clusters Score -1559867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -1559865.625000 Penalty: 1954.771973
	Iteration 55Q: 3 clusters Score -1559866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -1559865.625000 Penalty: 1954.771973
	Iteration 56F: 3 clusters Score -1559866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Entering Unmasked Estep 
Score: -485093.093750 Penalty: 862.967651
	Iteration 0F: 2 clusters Score -485093.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -479117.375000 Penalty: 1725.935303
	Iteration 0F: 3 clusters Score -479117.4 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -481256.531250 Penalty: 1725.935303
	Iteration 1F: 3 clusters Score -481256.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -481533.562500 Penalty: 1725.935303
	Iteration 2F: 3 clusters Score -481533.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -481900.437500 Penalty: 1725.935303
	Iteration 3F: 3 clusters Score -481900.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -482388.281250 Penalty: 1725.935303
	Iteration 4F: 3 clusters Score -482388.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -482872.312500 Penalty: 1725.935303
	Iteration 5F: 3 clusters Score -482872.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -483307.312500 Penalty: 1725.935303
	Iteration 6F: 3 clusters Score -483307.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -483689.250000 Penalty: 1725.935303
	Iteration 7Q: 3 clusters Score -483689.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -483919.562500 Penalty: 1725.935303
	Iteration 8Q: 3 clusters Score -483919.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -484015.343750 Penalty: 1725.935303
	Iteration 9Q: 3 clusters Score -484015.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -484065.562500 Penalty: 1725.935303
	Iteration 10Q: 3 clusters Score -484065.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -484098.312500 Penalty: 1725.935303
	Iteration 11Q: 3 clusters Score -484098.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -484123.843750 Penalty: 1725.935303
	Iteration 12Q: 3 clusters Score -484123.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -484140.406250 Penalty: 1725.935303
	Iteration 13Q: 3 clusters Score -484140.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -484149.218750 Penalty: 1725.935303
	Iteration 14Q: 3 clusters Score -484149.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -484155.250000 Penalty: 1725.935303
	Iteration 15Q: 3 clusters Score -484155.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -484158.218750 Penalty: 1725.935303
	Iteration 16Q: 3 clusters Score -484158.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -484160.250000 Penalty: 1725.935303
	Iteration 17Q: 3 clusters Score -484160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -484161.125000 Penalty: 1725.935303
	Iteration 18Q: 3 clusters Score -484161.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -484160.781250 Penalty: 1725.935303
	Iteration 19Q: 3 clusters Score -484160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -484160.968750 Penalty: 1725.935303
	Iteration 20F: 3 clusters Score -484161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -484161.625000 Penalty: 1725.935303
	Iteration 21Q: 3 clusters Score -484161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -484162.937500 Penalty: 1725.935303
	Iteration 22Q: 3 clusters Score -484162.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -484164.687500 Penalty: 1725.935303
	Iteration 23Q: 3 clusters Score -484164.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -484167.375000 Penalty: 1725.935303
	Iteration 24Q: 3 clusters Score -484167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -484168.593750 Penalty: 1725.935303
	Iteration 25Q: 3 clusters Score -484168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -484171.406250 Penalty: 1725.935303
	Iteration 26Q: 3 clusters Score -484171.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -484174.250000 Penalty: 1725.935303
	Iteration 27Q: 3 clusters Score -484174.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -484179.968750 Penalty: 1725.935303
	Iteration 28Q: 3 clusters Score -484180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -484184.000000 Penalty: 1725.935303
	Iteration 29Q: 3 clusters Score -484184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -484186.562500 Penalty: 1725.935303
	Iteration 30Q: 3 clusters Score -484186.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -484189.437500 Penalty: 1725.935303
	Iteration 31Q: 3 clusters Score -484189.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -484194.031250 Penalty: 1725.935303
	Iteration 32Q: 3 clusters Score -484194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -484198.468750 Penalty: 1725.935303
	Iteration 33Q: 3 clusters Score -484198.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -484199.656250 Penalty: 1725.935303
	Iteration 34Q: 3 clusters Score -484199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -484200.750000 Penalty: 1725.935303
	Iteration 35Q: 3 clusters Score -484200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -484202.593750 Penalty: 1725.935303
	Iteration 36Q: 3 clusters Score -484202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -484203.625000 Penalty: 1725.935303
	Iteration 37Q: 3 clusters Score -484203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -484204.531250 Penalty: 1725.935303
	Iteration 38Q: 3 clusters Score -484204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -484207.125000 Penalty: 1725.935303
	Iteration 39Q: 3 clusters Score -484207.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -484208.562500 Penalty: 1725.935303
	Iteration 40F: 3 clusters Score -484208.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -484211.625000 Penalty: 1725.935303
	Iteration 41Q: 3 clusters Score -484211.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -484213.718750 Penalty: 1725.935303
	Iteration 42Q: 3 clusters Score -484213.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -484215.500000 Penalty: 1725.935303
	Iteration 43Q: 3 clusters Score -484215.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -484216.812500 Penalty: 1725.935303
	Iteration 44Q: 3 clusters Score -484216.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -484218.437500 Penalty: 1725.935303
	Iteration 45Q: 3 clusters Score -484218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -484218.375000 Penalty: 1725.935303
	Iteration 46Q: 3 clusters Score -484218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -484220.218750 Penalty: 1725.935303
	Iteration 47Q: 3 clusters Score -484220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -484221.375000 Penalty: 1725.935303
	Iteration 48Q: 3 clusters Score -484221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -484223.031250 Penalty: 1725.935303
	Iteration 49Q: 3 clusters Score -484223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -484226.000000 Penalty: 1725.935303
	Iteration 50Q: 3 clusters Score -484226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -484230.625000 Penalty: 1725.935303
	Iteration 51Q: 3 clusters Score -484230.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -484234.468750 Penalty: 1725.935303
	Iteration 52Q: 3 clusters Score -484234.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -484236.500000 Penalty: 1725.935303
	Iteration 53Q: 3 clusters Score -484236.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -484242.437500 Penalty: 1725.935303
	Iteration 54Q: 3 clusters Score -484242.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -484249.656250 Penalty: 1725.935303
	Iteration 55Q: 3 clusters Score -484249.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -484256.468750 Penalty: 1725.935303
	Iteration 56Q: 3 clusters Score -484256.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -484264.531250 Penalty: 1725.935303
	Iteration 57Q: 3 clusters Score -484264.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -484272.625000 Penalty: 1725.935303
	Iteration 58Q: 3 clusters Score -484272.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -484277.343750 Penalty: 1725.935303
	Iteration 59Q: 3 clusters Score -484277.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -484279.375000 Penalty: 1725.935303
	Iteration 60F: 3 clusters Score -484279.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -484280.812500 Penalty: 1725.935303
	Iteration 61Q: 3 clusters Score -484280.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -484293.062500 Penalty: 1725.935303
	Iteration 62Q: 3 clusters Score -484293.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -484309.125000 Penalty: 1725.935303
	Iteration 63Q: 3 clusters Score -484309.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -484336.375000 Penalty: 1725.935303
	Iteration 64Q: 3 clusters Score -484336.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -484376.406250 Penalty: 1725.935303
	Iteration 65Q: 3 clusters Score -484376.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -484423.812500 Penalty: 1725.935303
	Iteration 66Q: 3 clusters Score -484423.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -484486.968750 Penalty: 1725.935303
	Iteration 67Q: 3 clusters Score -484487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -484558.125000 Penalty: 1725.935303
	Iteration 68Q: 3 clusters Score -484558.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -484590.625000 Penalty: 1725.935303
	Iteration 69Q: 3 clusters Score -484590.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -484613.781250 Penalty: 1725.935303
	Iteration 70Q: 3 clusters Score -484613.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -484628.125000 Penalty: 1725.935303
	Iteration 71Q: 3 clusters Score -484628.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -484636.062500 Penalty: 1725.935303
	Iteration 72Q: 3 clusters Score -484636.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -484643.562500 Penalty: 1725.935303
	Iteration 73Q: 3 clusters Score -484643.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -484647.187500 Penalty: 1725.935303
	Iteration 74Q: 3 clusters Score -484647.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -484652.937500 Penalty: 1725.935303
	Iteration 75Q: 3 clusters Score -484652.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -484654.218750 Penalty: 1725.935303
	Iteration 76Q: 3 clusters Score -484654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -484654.968750 Penalty: 1725.935303
	Iteration 77Q: 3 clusters Score -484655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -484655.687500 Penalty: 1725.935303
	Iteration 78Q: 3 clusters Score -484655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -484655.906250 Penalty: 1725.935303
	Iteration 79Q: 3 clusters Score -484655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -484655.906250 Penalty: 1725.935303
	Iteration 80F: 3 clusters Score -484655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Entering Unmasked Estep 
Score: -2165541.000000 Penalty: 1001.749939
	Iteration 0F: 2 clusters Score -2165541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2140387.000000 Penalty: 2003.499878
	Iteration 0F: 3 clusters Score -2140387 nChanged 17975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2151083.750000 Penalty: 2003.499878
	Iteration 1F: 3 clusters Score -2151084 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2152129.250000 Penalty: 2003.499878
	Iteration 2F: 3 clusters Score -2152129 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2153786.250000 Penalty: 2003.499878
	Iteration 3F: 3 clusters Score -2153786 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2156023.250000 Penalty: 2003.499878
	Iteration 4F: 3 clusters Score -2156023 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2158264.000000 Penalty: 2003.499878
	Iteration 5F: 3 clusters Score -2158264 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2159881.750000 Penalty: 2003.499878
	Iteration 6F: 3 clusters Score -2159882 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2160830.500000 Penalty: 2003.499878
	Iteration 7F: 3 clusters Score -2160830 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2161312.250000 Penalty: 2003.499878
	Iteration 8Q: 3 clusters Score -2161312 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2161566.250000 Penalty: 2003.499878
	Iteration 9Q: 3 clusters Score -2161566 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2161690.500000 Penalty: 2003.499878
	Iteration 10Q: 3 clusters Score -2161690 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2161753.250000 Penalty: 2003.499878
	Iteration 11Q: 3 clusters Score -2161753 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -2161796.000000 Penalty: 2003.499878
	Iteration 12Q: 3 clusters Score -2161796 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -2161831.250000 Penalty: 2003.499878
	Iteration 13Q: 3 clusters Score -2161831 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2161845.750000 Penalty: 2003.499878
	Iteration 14Q: 3 clusters Score -2161846 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -2161857.750000 Penalty: 2003.499878
	Iteration 15Q: 3 clusters Score -2161858 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -2161859.750000 Penalty: 2003.499878
	Iteration 16Q: 3 clusters Score -2161860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2161857.750000 Penalty: 2003.499878
	Iteration 17Q: 3 clusters Score -2161858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2161871.000000 Penalty: 2003.499878
	Iteration 18Q: 3 clusters Score -2161871 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -2161881.750000 Penalty: 2003.499878
	Iteration 19Q: 3 clusters Score -2161882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2161899.000000 Penalty: 2003.499878
	Iteration 20F: 3 clusters Score -2161899 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -2161910.250000 Penalty: 2003.499878
	Iteration 21Q: 3 clusters Score -2161910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2161921.500000 Penalty: 2003.499878
	Iteration 22Q: 3 clusters Score -2161922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -2161922.750000 Penalty: 2003.499878
	Iteration 23Q: 3 clusters Score -2161923 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -2161933.750000 Penalty: 2003.499878
	Iteration 24Q: 3 clusters Score -2161934 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -2161938.000000 Penalty: 2003.499878
	Iteration 25Q: 3 clusters Score -2161938 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -2161956.500000 Penalty: 2003.499878
	Iteration 26Q: 3 clusters Score -2161956 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -2161967.500000 Penalty: 2003.499878
	Iteration 27Q: 3 clusters Score -2161968 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -2161988.500000 Penalty: 2003.499878
	Iteration 28Q: 3 clusters Score -2161988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -2161982.000000 Penalty: 2003.499878
	Iteration 29Q: 3 clusters Score -2161982 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2161991.250000 Penalty: 2003.499878
	Iteration 30Q: 3 clusters Score -2161991 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -2162011.500000 Penalty: 2003.499878
	Iteration 31Q: 3 clusters Score -2162012 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2162031.250000 Penalty: 2003.499878
	Iteration 32Q: 3 clusters Score -2162031 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -2162046.750000 Penalty: 2003.499878
	Iteration 33Q: 3 clusters Score -2162047 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -2162065.250000 Penalty: 2003.499878
	Iteration 34Q: 3 clusters Score -2162065 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -2162096.250000 Penalty: 2003.499878
	Iteration 35Q: 3 clusters Score -2162096 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2162133.750000 Penalty: 2003.499878
	Iteration 36Q: 3 clusters Score -2162134 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -2162162.250000 Penalty: 2003.499878
	Iteration 37Q: 3 clusters Score -2162162 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -2162196.750000 Penalty: 2003.499878
	Iteration 38Q: 3 clusters Score -2162197 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -2162236.500000 Penalty: 2003.499878
	Iteration 39Q: 3 clusters Score -2162236 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -2162276.500000 Penalty: 2003.499878
	Iteration 40F: 3 clusters Score -2162276 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -2162337.500000 Penalty: 2003.499878
	Iteration 41Q: 3 clusters Score -2162338 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -2162400.750000 Penalty: 2003.499878
	Iteration 42Q: 3 clusters Score -2162401 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -2162487.250000 Penalty: 2003.499878
	Iteration 43Q: 3 clusters Score -2162487 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -2162575.750000 Penalty: 2003.499878
	Iteration 44Q: 3 clusters Score -2162576 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -2162675.750000 Penalty: 2003.499878
	Iteration 45Q: 3 clusters Score -2162676 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -2162795.250000 Penalty: 2003.499878
	Iteration 46Q: 3 clusters Score -2162795 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -2162916.250000 Penalty: 2003.499878
	Iteration 47Q: 3 clusters Score -2162916 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -2163083.500000 Penalty: 2003.499878
	Iteration 48Q: 3 clusters Score -2163084 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -2163241.250000 Penalty: 2003.499878
	Iteration 49Q: 3 clusters Score -2163241 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -2163402.500000 Penalty: 2003.499878
	Iteration 50Q: 3 clusters Score -2163402 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -2163588.750000 Penalty: 2003.499878
	Iteration 51Q: 3 clusters Score -2163589 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -2163750.000000 Penalty: 2003.499878
	Iteration 52Q: 3 clusters Score -2163750 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -2163900.000000 Penalty: 2003.499878
	Iteration 53Q: 3 clusters Score -2163900 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -2164025.500000 Penalty: 2003.499878
	Iteration 54Q: 3 clusters Score -2164026 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -2164121.250000 Penalty: 2003.499878
	Iteration 55Q: 3 clusters Score -2164121 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -2164219.250000 Penalty: 2003.499878
	Iteration 56Q: 3 clusters Score -2164219 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -2164306.500000 Penalty: 2003.499878
	Iteration 57Q: 3 clusters Score -2164306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -2164380.250000 Penalty: 2003.499878
	Iteration 58Q: 3 clusters Score -2164380 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -2164460.750000 Penalty: 2003.499878
	Iteration 59Q: 3 clusters Score -2164461 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -2164508.250000 Penalty: 2003.499878
	Iteration 60F: 3 clusters Score -2164508 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -2164550.250000 Penalty: 2003.499878
	Iteration 61Q: 3 clusters Score -2164550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -2164581.000000 Penalty: 2003.499878
	Iteration 62Q: 3 clusters Score -2164581 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -2164608.000000 Penalty: 2003.499878
	Iteration 63Q: 3 clusters Score -2164608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -2164624.750000 Penalty: 2003.499878
	Iteration 64Q: 3 clusters Score -2164625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -2164643.000000 Penalty: 2003.499878
	Iteration 65Q: 3 clusters Score -2164643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -2164659.500000 Penalty: 2003.499878
	Iteration 66Q: 3 clusters Score -2164660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -2164666.500000 Penalty: 2003.499878
	Iteration 67Q: 3 clusters Score -2164666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -2164668.500000 Penalty: 2003.499878
	Iteration 68Q: 3 clusters Score -2164668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -2164678.000000 Penalty: 2003.499878
	Iteration 69Q: 3 clusters Score -2164678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -2164679.000000 Penalty: 2003.499878
	Iteration 70Q: 3 clusters Score -2164679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -2164680.000000 Penalty: 2003.499878
	Iteration 71Q: 3 clusters Score -2164680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -2164681.000000 Penalty: 2003.499878
	Iteration 72Q: 3 clusters Score -2164681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -2164684.250000 Penalty: 2003.499878
	Iteration 73Q: 3 clusters Score -2164684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -2164683.750000 Penalty: 2003.499878
	Iteration 74Q: 3 clusters Score -2164684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -2164683.750000 Penalty: 2003.499878
	Iteration 75F: 3 clusters Score -2164684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -147693.156250 Penalty: 755.998352
	Iteration 0F: 2 clusters Score -147693.2 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 1404 members 
Entering Unmasked Estep 
Score: -145456.046875 Penalty: 1511.996704
	Iteration 0F: 3 clusters Score -145456 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -146115.015625 Penalty: 1511.996704
	Iteration 1F: 3 clusters Score -146115 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -146204.484375 Penalty: 1511.996704
	Iteration 2F: 3 clusters Score -146204.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -146260.343750 Penalty: 1511.996704
	Iteration 3Q: 3 clusters Score -146260.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -146304.625000 Penalty: 1511.996704
	Iteration 4Q: 3 clusters Score -146304.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -146342.859375 Penalty: 1511.996704
	Iteration 5Q: 3 clusters Score -146342.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -146379.937500 Penalty: 1511.996704
	Iteration 6Q: 3 clusters Score -146379.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -146414.031250 Penalty: 1511.996704
	Iteration 7Q: 3 clusters Score -146414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -146449.531250 Penalty: 1511.996704
	Iteration 8Q: 3 clusters Score -146449.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -146493.828125 Penalty: 1511.996704
	Iteration 9Q: 3 clusters Score -146493.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -146537.406250 Penalty: 1511.996704
	Iteration 10Q: 3 clusters Score -146537.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -146586.109375 Penalty: 1511.996704
	Iteration 11Q: 3 clusters Score -146586.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146638.265625 Penalty: 1511.996704
	Iteration 12Q: 3 clusters Score -146638.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -146696.265625 Penalty: 1511.996704
	Iteration 13Q: 3 clusters Score -146696.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146748.796875 Penalty: 1511.996704
	Iteration 14Q: 3 clusters Score -146748.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146800.437500 Penalty: 1511.996704
	Iteration 15Q: 3 clusters Score -146800.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -146843.406250 Penalty: 1511.996704
	Iteration 16Q: 3 clusters Score -146843.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -146869.468750 Penalty: 1511.996704
	Iteration 17Q: 3 clusters Score -146869.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -146888.859375 Penalty: 1511.996704
	Iteration 18Q: 3 clusters Score -146888.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -146906.343750 Penalty: 1511.996704
	Iteration 19Q: 3 clusters Score -146906.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -146915.312500 Penalty: 1511.996704
	Iteration 20F: 3 clusters Score -146915.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -146926.890625 Penalty: 1511.996704
	Iteration 21Q: 3 clusters Score -146926.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -146938.656250 Penalty: 1511.996704
	Iteration 22Q: 3 clusters Score -146938.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -146947.156250 Penalty: 1511.996704
	Iteration 23Q: 3 clusters Score -146947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -146949.625000 Penalty: 1511.996704
	Iteration 24Q: 3 clusters Score -146949.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -146955.875000 Penalty: 1511.996704
	Iteration 25Q: 3 clusters Score -146955.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -146961.109375 Penalty: 1511.996704
	Iteration 26Q: 3 clusters Score -146961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -146971.500000 Penalty: 1511.996704
	Iteration 27Q: 3 clusters Score -146971.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -146981.453125 Penalty: 1511.996704
	Iteration 28Q: 3 clusters Score -146981.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -146996.296875 Penalty: 1511.996704
	Iteration 29Q: 3 clusters Score -146996.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -147009.437500 Penalty: 1511.996704
	Iteration 30Q: 3 clusters Score -147009.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -147026.187500 Penalty: 1511.996704
	Iteration 31Q: 3 clusters Score -147026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -147035.093750 Penalty: 1511.996704
	Iteration 32Q: 3 clusters Score -147035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -147041.781250 Penalty: 1511.996704
	Iteration 33Q: 3 clusters Score -147041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -147044.734375 Penalty: 1511.996704
	Iteration 34Q: 3 clusters Score -147044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -147047.296875 Penalty: 1511.996704
	Iteration 35Q: 3 clusters Score -147047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -147049.656250 Penalty: 1511.996704
	Iteration 36Q: 3 clusters Score -147049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -147053.062500 Penalty: 1511.996704
	Iteration 37Q: 3 clusters Score -147053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -147055.312500 Penalty: 1511.996704
	Iteration 38Q: 3 clusters Score -147055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -147056.109375 Penalty: 1511.996704
	Iteration 39Q: 3 clusters Score -147056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -147057.734375 Penalty: 1511.996704
	Iteration 40F: 3 clusters Score -147057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -147060.375000 Penalty: 1511.996704
	Iteration 41Q: 3 clusters Score -147060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -147060.781250 Penalty: 1511.996704
	Iteration 42Q: 3 clusters Score -147060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -147060.781250 Penalty: 1511.996704
	Iteration 43F: 3 clusters Score -147060.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Entering Unmasked Estep 
Score: -422096.218750 Penalty: 869.768799
	Iteration 0F: 2 clusters Score -422096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -415666.437500 Penalty: 1739.537598
	Iteration 0F: 3 clusters Score -415666.4 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -418565.562500 Penalty: 1739.537598
	Iteration 1F: 3 clusters Score -418565.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -419123.562500 Penalty: 1739.537598
	Iteration 2F: 3 clusters Score -419123.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -419613.656250 Penalty: 1739.537598
	Iteration 3F: 3 clusters Score -419613.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -420009.781250 Penalty: 1739.537598
	Iteration 4F: 3 clusters Score -420009.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -420359.218750 Penalty: 1739.537598
	Iteration 5F: 3 clusters Score -420359.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -420708.406250 Penalty: 1739.537598
	Iteration 6Q: 3 clusters Score -420708.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -420934.781250 Penalty: 1739.537598
	Iteration 7Q: 3 clusters Score -420934.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -421063.093750 Penalty: 1739.537598
	Iteration 8Q: 3 clusters Score -421063.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -421140.718750 Penalty: 1739.537598
	Iteration 9Q: 3 clusters Score -421140.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -421200.531250 Penalty: 1739.537598
	Iteration 10Q: 3 clusters Score -421200.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -421255.656250 Penalty: 1739.537598
	Iteration 11Q: 3 clusters Score -421255.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -421313.875000 Penalty: 1739.537598
	Iteration 12Q: 3 clusters Score -421313.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -421377.281250 Penalty: 1739.537598
	Iteration 13Q: 3 clusters Score -421377.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -421434.500000 Penalty: 1739.537598
	Iteration 14Q: 3 clusters Score -421434.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -421480.031250 Penalty: 1739.537598
	Iteration 15Q: 3 clusters Score -421480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -421521.812500 Penalty: 1739.537598
	Iteration 16Q: 3 clusters Score -421521.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -421541.218750 Penalty: 1739.537598
	Iteration 17Q: 3 clusters Score -421541.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -421560.312500 Penalty: 1739.537598
	Iteration 18Q: 3 clusters Score -421560.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -421572.250000 Penalty: 1739.537598
	Iteration 19Q: 3 clusters Score -421572.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -421583.906250 Penalty: 1739.537598
	Iteration 20F: 3 clusters Score -421583.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -421595.437500 Penalty: 1739.537598
	Iteration 21Q: 3 clusters Score -421595.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -421605.750000 Penalty: 1739.537598
	Iteration 22Q: 3 clusters Score -421605.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -421613.062500 Penalty: 1739.537598
	Iteration 23Q: 3 clusters Score -421613.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -421621.500000 Penalty: 1739.537598
	Iteration 24Q: 3 clusters Score -421621.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -421630.343750 Penalty: 1739.537598
	Iteration 25Q: 3 clusters Score -421630.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -421638.000000 Penalty: 1739.537598
	Iteration 26Q: 3 clusters Score -421638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -421642.906250 Penalty: 1739.537598
	Iteration 27Q: 3 clusters Score -421642.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -421648.875000 Penalty: 1739.537598
	Iteration 28Q: 3 clusters Score -421648.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -421651.250000 Penalty: 1739.537598
	Iteration 29Q: 3 clusters Score -421651.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -421654.968750 Penalty: 1739.537598
	Iteration 30Q: 3 clusters Score -421655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -421658.843750 Penalty: 1739.537598
	Iteration 31Q: 3 clusters Score -421658.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -421662.218750 Penalty: 1739.537598
	Iteration 32Q: 3 clusters Score -421662.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -421664.687500 Penalty: 1739.537598
	Iteration 33Q: 3 clusters Score -421664.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -421667.750000 Penalty: 1739.537598
	Iteration 34Q: 3 clusters Score -421667.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -421668.906250 Penalty: 1739.537598
	Iteration 35Q: 3 clusters Score -421668.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -421673.968750 Penalty: 1739.537598
	Iteration 36Q: 3 clusters Score -421674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -421676.250000 Penalty: 1739.537598
	Iteration 37Q: 3 clusters Score -421676.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -421681.375000 Penalty: 1739.537598
	Iteration 38Q: 3 clusters Score -421681.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -421686.875000 Penalty: 1739.537598
	Iteration 39Q: 3 clusters Score -421686.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -421693.500000 Penalty: 1739.537598
	Iteration 40F: 3 clusters Score -421693.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -421697.531250 Penalty: 1739.537598
	Iteration 41Q: 3 clusters Score -421697.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -421704.562500 Penalty: 1739.537598
	Iteration 42Q: 3 clusters Score -421704.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -421709.406250 Penalty: 1739.537598
	Iteration 43Q: 3 clusters Score -421709.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -421714.218750 Penalty: 1739.537598
	Iteration 44Q: 3 clusters Score -421714.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -421716.343750 Penalty: 1739.537598
	Iteration 45Q: 3 clusters Score -421716.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -421719.687500 Penalty: 1739.537598
	Iteration 46Q: 3 clusters Score -421719.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -421723.812500 Penalty: 1739.537598
	Iteration 47Q: 3 clusters Score -421723.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -421728.187500 Penalty: 1739.537598
	Iteration 48Q: 3 clusters Score -421728.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -421732.562500 Penalty: 1739.537598
	Iteration 49Q: 3 clusters Score -421732.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -421733.906250 Penalty: 1739.537598
	Iteration 50Q: 3 clusters Score -421733.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -421738.625000 Penalty: 1739.537598
	Iteration 51Q: 3 clusters Score -421738.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -421742.593750 Penalty: 1739.537598
	Iteration 52Q: 3 clusters Score -421742.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -421745.750000 Penalty: 1739.537598
	Iteration 53Q: 3 clusters Score -421745.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -421749.031250 Penalty: 1739.537598
	Iteration 54Q: 3 clusters Score -421749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -421752.625000 Penalty: 1739.537598
	Iteration 55Q: 3 clusters Score -421752.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -421758.000000 Penalty: 1739.537598
	Iteration 56Q: 3 clusters Score -421758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -421765.250000 Penalty: 1739.537598
	Iteration 57Q: 3 clusters Score -421765.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -421772.968750 Penalty: 1739.537598
	Iteration 58Q: 3 clusters Score -421773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -421779.375000 Penalty: 1739.537598
	Iteration 59Q: 3 clusters Score -421779.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -421792.687500 Penalty: 1739.537598
	Iteration 60F: 3 clusters Score -421792.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -421806.531250 Penalty: 1739.537598
	Iteration 61Q: 3 clusters Score -421806.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -421823.375000 Penalty: 1739.537598
	Iteration 62Q: 3 clusters Score -421823.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -421850.406250 Penalty: 1739.537598
	Iteration 63Q: 3 clusters Score -421850.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -421911.593750 Penalty: 1739.537598
	Iteration 64Q: 3 clusters Score -421911.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -421978.843750 Penalty: 1739.537598
	Iteration 65Q: 3 clusters Score -421978.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -422063.031250 Penalty: 1739.537598
	Iteration 66Q: 3 clusters Score -422063 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -422157.250000 Penalty: 1739.537598
	Iteration 67Q: 3 clusters Score -422157.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -422251.031250 Penalty: 1739.537598
	Iteration 68Q: 3 clusters Score -422251 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -422320.250000 Penalty: 1739.537598
	Iteration 69Q: 3 clusters Score -422320.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -422355.562500 Penalty: 1739.537598
	Iteration 70Q: 3 clusters Score -422355.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -422374.593750 Penalty: 1739.537598
	Iteration 71Q: 3 clusters Score -422374.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -422389.375000 Penalty: 1739.537598
	Iteration 72Q: 3 clusters Score -422389.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -422402.218750 Penalty: 1739.537598
	Iteration 73Q: 3 clusters Score -422402.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -422412.062500 Penalty: 1739.537598
	Iteration 74Q: 3 clusters Score -422412.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -422419.437500 Penalty: 1739.537598
	Iteration 75Q: 3 clusters Score -422419.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -422421.937500 Penalty: 1739.537598
	Iteration 76Q: 3 clusters Score -422421.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -422425.000000 Penalty: 1739.537598
	Iteration 77Q: 3 clusters Score -422425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -422425.656250 Penalty: 1739.537598
	Iteration 78Q: 3 clusters Score -422425.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -422427.250000 Penalty: 1739.537598
	Iteration 79Q: 3 clusters Score -422427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -422432.843750 Penalty: 1739.537598
	Iteration 80F: 3 clusters Score -422432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -422432.968750 Penalty: 1739.537598
	Iteration 81Q: 3 clusters Score -422433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -422433.468750 Penalty: 1739.537598
	Iteration 82Q: 3 clusters Score -422433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -422433.468750 Penalty: 1739.537598
	Iteration 83F: 3 clusters Score -422433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 50679 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 8812 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 298676 members 
Mstep: Class 14 contains 13592 members 
Mstep: Class 15 contains 138546 members 
Mstep: Class 16 contains 21413 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 77525 members 
Mstep: Class 19 contains 3395 members 
Entering Unmasked Estep 
Score: -38603488.000000 Penalty: 24387.005859
Splitting cluster 12 changes total score from -38603436.000000 to -38603488.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 13 (298676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298676 members 
Entering Unmasked Estep 
Score: -16605701.000000 Penalty: 1197.675903
	Iteration 0F: 2 clusters Score -1.66057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149262 members 
Mstep: Class 2 contains 149414 members 
Entering Unmasked Estep 
Score: -16408403.000000 Penalty: 2395.351807
	Iteration 0F: 3 clusters Score -1.64084e+07 nChanged 146535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144583 members 
Mstep: Class 2 contains 154093 members 
Entering Unmasked Estep 
Score: -16499228.000000 Penalty: 2395.351807
	Iteration 1F: 3 clusters Score -1.649923e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142238 members 
Mstep: Class 2 contains 156438 members 
Entering Unmasked Estep 
Score: -16502937.000000 Penalty: 2395.351807
	Iteration 2Q: 3 clusters Score -1.650294e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139172 members 
Mstep: Class 2 contains 159504 members 
Entering Unmasked Estep 
Score: -16508105.000000 Penalty: 2395.351807
	Iteration 3Q: 3 clusters Score -1.65081e+07 nChanged 15051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135301 members 
Mstep: Class 2 contains 163375 members 
Entering Unmasked Estep 
Score: -16515831.000000 Penalty: 2395.351807
	Iteration 4F: 3 clusters Score -1.651583e+07 nChanged 17392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130853 members 
Mstep: Class 2 contains 167823 members 
Entering Unmasked Estep 
Score: -16526628.000000 Penalty: 2395.351807
	Iteration 5F: 3 clusters Score -1.652663e+07 nChanged 19197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126000 members 
Mstep: Class 2 contains 172676 members 
Entering Unmasked Estep 
Score: -16540291.000000 Penalty: 2395.351807
	Iteration 6F: 3 clusters Score -1.654029e+07 nChanged 19261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 177291 members 
Entering Unmasked Estep 
Score: -16554424.000000 Penalty: 2395.351807
	Iteration 7F: 3 clusters Score -1.655442e+07 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116758 members 
Mstep: Class 2 contains 181918 members 
Entering Unmasked Estep 
Score: -16564848.000000 Penalty: 2395.351807
	Iteration 8F: 3 clusters Score -1.656485e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112092 members 
Mstep: Class 2 contains 186584 members 
Entering Unmasked Estep 
Score: -16571329.000000 Penalty: 2395.351807
	Iteration 9Q: 3 clusters Score -1.657133e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 191264 members 
Entering Unmasked Estep 
Score: -16575299.000000 Penalty: 2395.351807
	Iteration 10Q: 3 clusters Score -1.65753e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102861 members 
Mstep: Class 2 contains 195815 members 
Entering Unmasked Estep 
Score: -16578166.000000 Penalty: 2395.351807
	Iteration 11Q: 3 clusters Score -1.657817e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 200308 members 
Entering Unmasked Estep 
Score: -16580335.000000 Penalty: 2395.351807
	Iteration 12Q: 3 clusters Score -1.658034e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 204862 members 
Entering Unmasked Estep 
Score: -16582116.000000 Penalty: 2395.351807
	Iteration 13Q: 3 clusters Score -1.658212e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 209645 members 
Entering Unmasked Estep 
Score: -16584367.000000 Penalty: 2395.351807
	Iteration 14Q: 3 clusters Score -1.658437e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 214730 members 
Entering Unmasked Estep 
Score: -16586508.000000 Penalty: 2395.351807
	Iteration 15Q: 3 clusters Score -1.658651e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 220176 members 
Entering Unmasked Estep 
Score: -16588944.000000 Penalty: 2395.351807
	Iteration 16Q: 3 clusters Score -1.658894e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 225866 members 
Entering Unmasked Estep 
Score: -16591411.000000 Penalty: 2395.351807
	Iteration 17Q: 3 clusters Score -1.659141e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 231614 members 
Entering Unmasked Estep 
Score: -16593922.000000 Penalty: 2395.351807
	Iteration 18Q: 3 clusters Score -1.659392e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 237367 members 
Entering Unmasked Estep 
Score: -16596442.000000 Penalty: 2395.351807
	Iteration 19Q: 3 clusters Score -1.659644e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 242982 members 
Entering Unmasked Estep 
Score: -16598837.000000 Penalty: 2395.351807
	Iteration 20F: 3 clusters Score -1.659884e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 248349 members 
Entering Unmasked Estep 
Score: -16600932.000000 Penalty: 2395.351807
	Iteration 21Q: 3 clusters Score -1.660093e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 253217 members 
Entering Unmasked Estep 
Score: -16603148.000000 Penalty: 2395.351807
	Iteration 22Q: 3 clusters Score -1.660315e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 257597 members 
Entering Unmasked Estep 
Score: -16605002.000000 Penalty: 2395.351807
	Iteration 23Q: 3 clusters Score -1.6605e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 261544 members 
Entering Unmasked Estep 
Score: -16606384.000000 Penalty: 2395.351807
	Iteration 24Q: 3 clusters Score -1.660638e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 264847 members 
Entering Unmasked Estep 
Score: -16607618.000000 Penalty: 2395.351807
	Iteration 25Q: 3 clusters Score -1.660762e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 267707 members 
Entering Unmasked Estep 
Score: -16608516.000000 Penalty: 2395.351807
	Iteration 26Q: 3 clusters Score -1.660852e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 270030 members 
Entering Unmasked Estep 
Score: -16609102.000000 Penalty: 2395.351807
	Iteration 27Q: 3 clusters Score -1.66091e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 271976 members 
Entering Unmasked Estep 
Score: -16609465.000000 Penalty: 2395.351807
	Iteration 28Q: 3 clusters Score -1.660946e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 273605 members 
Entering Unmasked Estep 
Score: -16609789.000000 Penalty: 2395.351807
	Iteration 29Q: 3 clusters Score -1.660979e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 274962 members 
Entering Unmasked Estep 
Score: -16609958.000000 Penalty: 2395.351807
	Iteration 30Q: 3 clusters Score -1.660996e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 276121 members 
Entering Unmasked Estep 
Score: -16610151.000000 Penalty: 2395.351807
	Iteration 31Q: 3 clusters Score -1.661015e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 277071 members 
Entering Unmasked Estep 
Score: -16610267.000000 Penalty: 2395.351807
	Iteration 32Q: 3 clusters Score -1.661027e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 277819 members 
Entering Unmasked Estep 
Score: -16610433.000000 Penalty: 2395.351807
	Iteration 33Q: 3 clusters Score -1.661043e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 278454 members 
Entering Unmasked Estep 
Score: -16610479.000000 Penalty: 2395.351807
	Iteration 34Q: 3 clusters Score -1.661048e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 278936 members 
Entering Unmasked Estep 
Score: -16610525.000000 Penalty: 2395.351807
	Iteration 35Q: 3 clusters Score -1.661052e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 279326 members 
Entering Unmasked Estep 
Score: -16610504.000000 Penalty: 2395.351807
	Iteration 36Q: 3 clusters Score -1.66105e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 279679 members 
Entering Unmasked Estep 
Score: -16610545.000000 Penalty: 2395.351807
	Iteration 37Q: 3 clusters Score -1.661054e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 279988 members 
Entering Unmasked Estep 
Score: -16610540.000000 Penalty: 2395.351807
	Iteration 38Q: 3 clusters Score -1.661054e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 280253 members 
Entering Unmasked Estep 
Score: -16610515.000000 Penalty: 2395.351807
	Iteration 39Q: 3 clusters Score -1.661052e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 280493 members 
Entering Unmasked Estep 
Score: -16610514.000000 Penalty: 2395.351807
	Iteration 40F: 3 clusters Score -1.661051e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 280679 members 
Entering Unmasked Estep 
Score: -16610509.000000 Penalty: 2395.351807
	Iteration 41Q: 3 clusters Score -1.661051e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 280848 members 
Entering Unmasked Estep 
Score: -16610534.000000 Penalty: 2395.351807
	Iteration 42Q: 3 clusters Score -1.661053e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 280983 members 
Entering Unmasked Estep 
Score: -16610529.000000 Penalty: 2395.351807
	Iteration 43Q: 3 clusters Score -1.661053e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 281094 members 
Entering Unmasked Estep 
Score: -16610531.000000 Penalty: 2395.351807
	Iteration 44Q: 3 clusters Score -1.661053e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 281190 members 
Entering Unmasked Estep 
Score: -16610551.000000 Penalty: 2395.351807
	Iteration 45Q: 3 clusters Score -1.661055e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 281267 members 
Entering Unmasked Estep 
Score: -16610566.000000 Penalty: 2395.351807
	Iteration 46Q: 3 clusters Score -1.661057e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 281327 members 
Entering Unmasked Estep 
Score: -16610561.000000 Penalty: 2395.351807
	Iteration 47Q: 3 clusters Score -1.661056e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 281396 members 
Entering Unmasked Estep 
Score: -16610552.000000 Penalty: 2395.351807
	Iteration 48Q: 3 clusters Score -1.661055e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 281473 members 
Entering Unmasked Estep 
Score: -16610547.000000 Penalty: 2395.351807
	Iteration 49Q: 3 clusters Score -1.661055e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 281544 members 
Entering Unmasked Estep 
Score: -16610555.000000 Penalty: 2395.351807
	Iteration 50Q: 3 clusters Score -1.661056e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 281593 members 
Entering Unmasked Estep 
Score: -16610548.000000 Penalty: 2395.351807
	Iteration 51Q: 3 clusters Score -1.661055e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 281627 members 
Entering Unmasked Estep 
Score: -16610541.000000 Penalty: 2395.351807
	Iteration 52Q: 3 clusters Score -1.661054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 281656 members 
Entering Unmasked Estep 
Score: -16610559.000000 Penalty: 2395.351807
	Iteration 53Q: 3 clusters Score -1.661056e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 281682 members 
Entering Unmasked Estep 
Score: -16610557.000000 Penalty: 2395.351807
	Iteration 54Q: 3 clusters Score -1.661056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 281701 members 
Entering Unmasked Estep 
Score: -16610564.000000 Penalty: 2395.351807
	Iteration 55Q: 3 clusters Score -1.661056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 281724 members 
Entering Unmasked Estep 
Score: -16610567.000000 Penalty: 2395.351807
	Iteration 56Q: 3 clusters Score -1.661057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 281739 members 
Entering Unmasked Estep 
Score: -16610553.000000 Penalty: 2395.351807
	Iteration 57Q: 3 clusters Score -1.661055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 281756 members 
Entering Unmasked Estep 
Score: -16610540.000000 Penalty: 2395.351807
	Iteration 58Q: 3 clusters Score -1.661054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 281773 members 
Entering Unmasked Estep 
Score: -16610543.000000 Penalty: 2395.351807
	Iteration 59Q: 3 clusters Score -1.661054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 281798 members 
Entering Unmasked Estep 
Score: -16610527.000000 Penalty: 2395.351807
	Iteration 60F: 3 clusters Score -1.661053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 281823 members 
Entering Unmasked Estep 
Score: -16610524.000000 Penalty: 2395.351807
	Iteration 61Q: 3 clusters Score -1.661052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 281840 members 
Entering Unmasked Estep 
Score: -16610511.000000 Penalty: 2395.351807
	Iteration 62Q: 3 clusters Score -1.661051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 281853 members 
Entering Unmasked Estep 
Score: -16610519.000000 Penalty: 2395.351807
	Iteration 63Q: 3 clusters Score -1.661052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 281869 members 
Entering Unmasked Estep 
Score: -16610506.000000 Penalty: 2395.351807
	Iteration 64Q: 3 clusters Score -1.661051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 281887 members 
Entering Unmasked Estep 
Score: -16610507.000000 Penalty: 2395.351807
	Iteration 65Q: 3 clusters Score -1.661051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 281899 members 
Entering Unmasked Estep 
Score: -16610508.000000 Penalty: 2395.351807
	Iteration 66Q: 3 clusters Score -1.661051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 281913 members 
Entering Unmasked Estep 
Score: -16610508.000000 Penalty: 2395.351807
	Iteration 67Q: 3 clusters Score -1.661051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 281927 members 
Entering Unmasked Estep 
Score: -16610500.000000 Penalty: 2395.351807
	Iteration 68Q: 3 clusters Score -1.66105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 281939 members 
Entering Unmasked Estep 
Score: -16610500.000000 Penalty: 2395.351807
	Iteration 69Q: 3 clusters Score -1.66105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 281945 members 
Entering Unmasked Estep 
Score: -16610511.000000 Penalty: 2395.351807
	Iteration 70Q: 3 clusters Score -1.661051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 281950 members 
Entering Unmasked Estep 
Score: -16610522.000000 Penalty: 2395.351807
	Iteration 71Q: 3 clusters Score -1.661052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 281949 members 
Entering Unmasked Estep 
Score: -16610514.000000 Penalty: 2395.351807
	Iteration 72Q: 3 clusters Score -1.661051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 281948 members 
Entering Unmasked Estep 
Score: -16610513.000000 Penalty: 2395.351807
	Iteration 73Q: 3 clusters Score -1.661051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 281947 members 
Entering Unmasked Estep 
Score: -16610510.000000 Penalty: 2395.351807
	Iteration 74Q: 3 clusters Score -1.661051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 281948 members 
Entering Unmasked Estep 
Score: -16610515.000000 Penalty: 2395.351807
	Iteration 75Q: 3 clusters Score -1.661052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 281948 members 
Entering Unmasked Estep 
Score: -16610515.000000 Penalty: 2395.351807
	Iteration 76F: 3 clusters Score -1.661052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 50679 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 8812 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 16728 members 
Mstep: Class 14 contains 13592 members 
Mstep: Class 15 contains 138546 members 
Mstep: Class 16 contains 21413 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 77525 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 281948 members 
Entering Unmasked Estep 
Score: -38607672.000000 Penalty: 25670.533203
Splitting cluster 13 changes total score from -38603436.000000 to -38607672.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (13592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Entering Unmasked Estep 
Score: -698369.937500 Penalty: 904.137512
	Iteration 0F: 2 clusters Score -698369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -689329.625000 Penalty: 1808.275024
	Iteration 0F: 3 clusters Score -689329.6 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -692870.187500 Penalty: 1808.275024
	Iteration 1F: 3 clusters Score -692870.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -693280.812500 Penalty: 1808.275024
	Iteration 2F: 3 clusters Score -693280.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -693699.750000 Penalty: 1808.275024
	Iteration 3F: 3 clusters Score -693699.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -694101.437500 Penalty: 1808.275024
	Iteration 4Q: 3 clusters Score -694101.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -694590.125000 Penalty: 1808.275024
	Iteration 5Q: 3 clusters Score -694590.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -695163.000000 Penalty: 1808.275024
	Iteration 6F: 3 clusters Score -695163 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -696048.625000 Penalty: 1808.275024
	Iteration 7F: 3 clusters Score -696048.6 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -697531.437500 Penalty: 1808.275024
	Iteration 8F: 3 clusters Score -697531.4 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -699091.625000 Penalty: 1808.275024
	Iteration 9F: 3 clusters Score -699091.6 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -699896.750000 Penalty: 1808.275024
	Iteration 10F: 3 clusters Score -699896.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -700212.500000 Penalty: 1808.275024
	Iteration 11Q: 3 clusters Score -700212.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -700363.687500 Penalty: 1808.275024
	Iteration 12Q: 3 clusters Score -700363.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -700448.625000 Penalty: 1808.275024
	Iteration 13Q: 3 clusters Score -700448.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -700506.062500 Penalty: 1808.275024
	Iteration 14Q: 3 clusters Score -700506.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -700547.812500 Penalty: 1808.275024
	Iteration 15Q: 3 clusters Score -700547.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -700584.187500 Penalty: 1808.275024
	Iteration 16Q: 3 clusters Score -700584.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -700613.250000 Penalty: 1808.275024
	Iteration 17Q: 3 clusters Score -700613.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -700630.187500 Penalty: 1808.275024
	Iteration 18Q: 3 clusters Score -700630.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -700649.500000 Penalty: 1808.275024
	Iteration 19Q: 3 clusters Score -700649.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -700667.812500 Penalty: 1808.275024
	Iteration 20F: 3 clusters Score -700667.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -700686.750000 Penalty: 1808.275024
	Iteration 21Q: 3 clusters Score -700686.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -700704.250000 Penalty: 1808.275024
	Iteration 22Q: 3 clusters Score -700704.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -700722.875000 Penalty: 1808.275024
	Iteration 23Q: 3 clusters Score -700722.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -700739.937500 Penalty: 1808.275024
	Iteration 24Q: 3 clusters Score -700739.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -700750.250000 Penalty: 1808.275024
	Iteration 25Q: 3 clusters Score -700750.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -700761.750000 Penalty: 1808.275024
	Iteration 26Q: 3 clusters Score -700761.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -700770.687500 Penalty: 1808.275024
	Iteration 27Q: 3 clusters Score -700770.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -700778.562500 Penalty: 1808.275024
	Iteration 28Q: 3 clusters Score -700778.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -700784.625000 Penalty: 1808.275024
	Iteration 29Q: 3 clusters Score -700784.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -700787.937500 Penalty: 1808.275024
	Iteration 30Q: 3 clusters Score -700787.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -700790.437500 Penalty: 1808.275024
	Iteration 31Q: 3 clusters Score -700790.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -700793.437500 Penalty: 1808.275024
	Iteration 32Q: 3 clusters Score -700793.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -700796.625000 Penalty: 1808.275024
	Iteration 33Q: 3 clusters Score -700796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -700796.062500 Penalty: 1808.275024
	Iteration 34Q: 3 clusters Score -700796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -700796.625000 Penalty: 1808.275024
	Iteration 35Q: 3 clusters Score -700796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -700796.312500 Penalty: 1808.275024
	Iteration 36Q: 3 clusters Score -700796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -700797.812500 Penalty: 1808.275024
	Iteration 37Q: 3 clusters Score -700797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -700798.250000 Penalty: 1808.275024
	Iteration 38Q: 3 clusters Score -700798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -700799.125000 Penalty: 1808.275024
	Iteration 39Q: 3 clusters Score -700799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -700799.125000 Penalty: 1808.275024
	Iteration 40F: 3 clusters Score -700799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -700801.062500 Penalty: 1808.275024
	Iteration 41Q: 3 clusters Score -700801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -700800.500000 Penalty: 1808.275024
	Iteration 42Q: 3 clusters Score -700800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -700799.187500 Penalty: 1808.275024
	Iteration 43Q: 3 clusters Score -700799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -700799.687500 Penalty: 1808.275024
	Iteration 44Q: 3 clusters Score -700799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -700799.500000 Penalty: 1808.275024
	Iteration 45Q: 3 clusters Score -700799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -700800.312500 Penalty: 1808.275024
	Iteration 46Q: 3 clusters Score -700800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -700801.687500 Penalty: 1808.275024
	Iteration 47Q: 3 clusters Score -700801.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -700799.812500 Penalty: 1808.275024
	Iteration 48Q: 3 clusters Score -700799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -700800.312500 Penalty: 1808.275024
	Iteration 49Q: 3 clusters Score -700800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -700801.062500 Penalty: 1808.275024
	Iteration 50Q: 3 clusters Score -700801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -700801.000000 Penalty: 1808.275024
	Iteration 51Q: 3 clusters Score -700801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -700800.500000 Penalty: 1808.275024
	Iteration 52Q: 3 clusters Score -700800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -700800.500000 Penalty: 1808.275024
	Iteration 53F: 3 clusters Score -700800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 50679 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 8812 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 16728 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 138546 members 
Mstep: Class 16 contains 21413 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 77525 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 281948 members 
Mstep: Class 21 contains 11799 members 
Entering Unmasked Estep 
Score: -38609584.000000 Penalty: 26954.060547
Splitting cluster 14 changes total score from -38603436.000000 to -38609584.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (138546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138546 members 
Entering Unmasked Estep 
Score: -7537073.000000 Penalty: 1124.701050
	Iteration 0F: 2 clusters Score -7537073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -7443898.000000 Penalty: 2249.402100
	Iteration 0F: 3 clusters Score -7443898 nChanged 67285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -7484716.000000 Penalty: 2249.402100
	Iteration 1F: 3 clusters Score -7484716 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -7486909.500000 Penalty: 2249.402100
	Iteration 2Q: 3 clusters Score -7486910 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -7490418.500000 Penalty: 2249.402100
	Iteration 3F: 3 clusters Score -7490418 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -7496256.500000 Penalty: 2249.402100
	Iteration 4F: 3 clusters Score -7496256 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106236 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -7505545.500000 Penalty: 2249.402100
	Iteration 5F: 3 clusters Score -7505546 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118588 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -7517174.500000 Penalty: 2249.402100
	Iteration 6F: 3 clusters Score -7517174 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128641 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -7527392.500000 Penalty: 2249.402100
	Iteration 7F: 3 clusters Score -7527392 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134360 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7533029.500000 Penalty: 2249.402100
	Iteration 8Q: 3 clusters Score -7533030 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136668 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7535285.500000 Penalty: 2249.402100
	Iteration 9Q: 3 clusters Score -7535286 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7536239.500000 Penalty: 2249.402100
	Iteration 10Q: 3 clusters Score -7536240 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137631 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7536723.000000 Penalty: 2249.402100
	Iteration 11Q: 3 clusters Score -7536723 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137697 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7536984.500000 Penalty: 2249.402100
	Iteration 12Q: 3 clusters Score -7536984 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137726 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7537116.000000 Penalty: 2249.402100
	Iteration 13Q: 3 clusters Score -7537116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137733 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7537169.500000 Penalty: 2249.402100
	Iteration 14Q: 3 clusters Score -7537170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137746 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7537194.000000 Penalty: 2249.402100
	Iteration 15Q: 3 clusters Score -7537194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137745 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7537203.000000 Penalty: 2249.402100
	Iteration 16Q: 3 clusters Score -7537203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137744 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7537206.500000 Penalty: 2249.402100
	Iteration 17Q: 3 clusters Score -7537206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137750 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7537209.000000 Penalty: 2249.402100
	Iteration 18Q: 3 clusters Score -7537209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137751 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7537217.000000 Penalty: 2249.402100
	Iteration 19Q: 3 clusters Score -7537217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137752 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7537215.500000 Penalty: 2249.402100
	Iteration 20F: 3 clusters Score -7537216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137752 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7537216.000000 Penalty: 2249.402100
	Iteration 21Q: 3 clusters Score -7537216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137752 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7537216.500000 Penalty: 2249.402100
	Iteration 22Q: 3 clusters Score -7537216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137752 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7537216.500000 Penalty: 2249.402100
	Iteration 23F: 3 clusters Score -7537216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 50679 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 8812 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 16728 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 137752 members 
Mstep: Class 16 contains 21413 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 77525 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 281948 members 
Mstep: Class 21 contains 11799 members 
Mstep: Class 22 contains 794 members 
Entering Unmasked Estep 
Score: -38609692.000000 Penalty: 28237.585938
Splitting cluster 15 changes total score from -38603436.000000 to -38609692.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (21413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Entering Unmasked Estep 
Score: -1165564.750000 Penalty: 947.316528
	Iteration 0F: 2 clusters Score -1165565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1151241.750000 Penalty: 1894.633057
	Iteration 0F: 3 clusters Score -1151242 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1158125.750000 Penalty: 1894.633057
	Iteration 1F: 3 clusters Score -1158126 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1159775.500000 Penalty: 1894.633057
	Iteration 2F: 3 clusters Score -1159776 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1161368.000000 Penalty: 1894.633057
	Iteration 3F: 3 clusters Score -1161368 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1162505.375000 Penalty: 1894.633057
	Iteration 4F: 3 clusters Score -1162505 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1163259.000000 Penalty: 1894.633057
	Iteration 5F: 3 clusters Score -1163259 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1163769.500000 Penalty: 1894.633057
	Iteration 6Q: 3 clusters Score -1163770 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1164128.000000 Penalty: 1894.633057
	Iteration 7Q: 3 clusters Score -1164128 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1164488.750000 Penalty: 1894.633057
	Iteration 8Q: 3 clusters Score -1164489 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1164768.250000 Penalty: 1894.633057
	Iteration 9Q: 3 clusters Score -1164768 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1164911.125000 Penalty: 1894.633057
	Iteration 10Q: 3 clusters Score -1164911 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1165009.250000 Penalty: 1894.633057
	Iteration 11Q: 3 clusters Score -1165009 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1165077.500000 Penalty: 1894.633057
	Iteration 12Q: 3 clusters Score -1165078 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1165126.375000 Penalty: 1894.633057
	Iteration 13Q: 3 clusters Score -1165126 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1165165.375000 Penalty: 1894.633057
	Iteration 14Q: 3 clusters Score -1165165 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1165203.125000 Penalty: 1894.633057
	Iteration 15Q: 3 clusters Score -1165203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1165236.500000 Penalty: 1894.633057
	Iteration 16Q: 3 clusters Score -1165236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1165258.625000 Penalty: 1894.633057
	Iteration 17Q: 3 clusters Score -1165259 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1165282.125000 Penalty: 1894.633057
	Iteration 18Q: 3 clusters Score -1165282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1165303.375000 Penalty: 1894.633057
	Iteration 19Q: 3 clusters Score -1165303 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1165327.375000 Penalty: 1894.633057
	Iteration 20F: 3 clusters Score -1165327 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1165345.625000 Penalty: 1894.633057
	Iteration 21Q: 3 clusters Score -1165346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -1165364.875000 Penalty: 1894.633057
	Iteration 22Q: 3 clusters Score -1165365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1165385.375000 Penalty: 1894.633057
	Iteration 23Q: 3 clusters Score -1165385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -1165420.000000 Penalty: 1894.633057
	Iteration 24Q: 3 clusters Score -1165420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1165437.625000 Penalty: 1894.633057
	Iteration 25Q: 3 clusters Score -1165438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1165451.000000 Penalty: 1894.633057
	Iteration 26Q: 3 clusters Score -1165451 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1165473.750000 Penalty: 1894.633057
	Iteration 27Q: 3 clusters Score -1165474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1165482.125000 Penalty: 1894.633057
	Iteration 28Q: 3 clusters Score -1165482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1165500.125000 Penalty: 1894.633057
	Iteration 29Q: 3 clusters Score -1165500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1165510.000000 Penalty: 1894.633057
	Iteration 30Q: 3 clusters Score -1165510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1165515.875000 Penalty: 1894.633057
	Iteration 31Q: 3 clusters Score -1165516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -1165526.250000 Penalty: 1894.633057
	Iteration 32Q: 3 clusters Score -1165526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1165534.750000 Penalty: 1894.633057
	Iteration 33Q: 3 clusters Score -1165535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -1165538.750000 Penalty: 1894.633057
	Iteration 34Q: 3 clusters Score -1165539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -1165546.500000 Penalty: 1894.633057
	Iteration 35Q: 3 clusters Score -1165546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1165551.500000 Penalty: 1894.633057
	Iteration 36Q: 3 clusters Score -1165552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1165552.500000 Penalty: 1894.633057
	Iteration 37Q: 3 clusters Score -1165552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1165554.250000 Penalty: 1894.633057
	Iteration 38Q: 3 clusters Score -1165554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1165554.750000 Penalty: 1894.633057
	Iteration 39Q: 3 clusters Score -1165555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1165554.875000 Penalty: 1894.633057
	Iteration 40F: 3 clusters Score -1165555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1165555.125000 Penalty: 1894.633057
	Iteration 41Q: 3 clusters Score -1165555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1165554.250000 Penalty: 1894.633057
	Iteration 42Q: 3 clusters Score -1165554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1165556.250000 Penalty: 1894.633057
	Iteration 43Q: 3 clusters Score -1165556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -1165557.375000 Penalty: 1894.633057
	Iteration 44Q: 3 clusters Score -1165557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1165557.500000 Penalty: 1894.633057
	Iteration 45Q: 3 clusters Score -1165558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1165555.250000 Penalty: 1894.633057
	Iteration 46Q: 3 clusters Score -1165555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1165555.250000 Penalty: 1894.633057
	Iteration 47F: 3 clusters Score -1165555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Entering Unmasked Estep 
Score: -402738.656250 Penalty: 845.797852
	Iteration 0F: 2 clusters Score -402738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -397612.406250 Penalty: 1691.595703
	Iteration 0F: 3 clusters Score -397612.4 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -399316.937500 Penalty: 1691.595703
	Iteration 1F: 3 clusters Score -399316.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -399504.062500 Penalty: 1691.595703
	Iteration 2F: 3 clusters Score -399504.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -399638.562500 Penalty: 1691.595703
	Iteration 3Q: 3 clusters Score -399638.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -399761.187500 Penalty: 1691.595703
	Iteration 4Q: 3 clusters Score -399761.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -399888.656250 Penalty: 1691.595703
	Iteration 5Q: 3 clusters Score -399888.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -400013.781250 Penalty: 1691.595703
	Iteration 6Q: 3 clusters Score -400013.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -400142.093750 Penalty: 1691.595703
	Iteration 7Q: 3 clusters Score -400142.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -400293.156250 Penalty: 1691.595703
	Iteration 8Q: 3 clusters Score -400293.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -400474.750000 Penalty: 1691.595703
	Iteration 9Q: 3 clusters Score -400474.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -400725.781250 Penalty: 1691.595703
	Iteration 10Q: 3 clusters Score -400725.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -400993.750000 Penalty: 1691.595703
	Iteration 11Q: 3 clusters Score -400993.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -401264.312500 Penalty: 1691.595703
	Iteration 12Q: 3 clusters Score -401264.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -401549.531250 Penalty: 1691.595703
	Iteration 13Q: 3 clusters Score -401549.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -401822.343750 Penalty: 1691.595703
	Iteration 14Q: 3 clusters Score -401822.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -402015.531250 Penalty: 1691.595703
	Iteration 15Q: 3 clusters Score -402015.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -402155.875000 Penalty: 1691.595703
	Iteration 16Q: 3 clusters Score -402155.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -402241.468750 Penalty: 1691.595703
	Iteration 17Q: 3 clusters Score -402241.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -402294.281250 Penalty: 1691.595703
	Iteration 18Q: 3 clusters Score -402294.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -402348.375000 Penalty: 1691.595703
	Iteration 19Q: 3 clusters Score -402348.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -402384.031250 Penalty: 1691.595703
	Iteration 20F: 3 clusters Score -402384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -402412.093750 Penalty: 1691.595703
	Iteration 21Q: 3 clusters Score -402412.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -402439.781250 Penalty: 1691.595703
	Iteration 22Q: 3 clusters Score -402439.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -402460.750000 Penalty: 1691.595703
	Iteration 23Q: 3 clusters Score -402460.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -402473.875000 Penalty: 1691.595703
	Iteration 24Q: 3 clusters Score -402473.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -402481.343750 Penalty: 1691.595703
	Iteration 25Q: 3 clusters Score -402481.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -402494.031250 Penalty: 1691.595703
	Iteration 26Q: 3 clusters Score -402494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -402504.843750 Penalty: 1691.595703
	Iteration 27Q: 3 clusters Score -402504.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -402512.312500 Penalty: 1691.595703
	Iteration 28Q: 3 clusters Score -402512.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -402517.375000 Penalty: 1691.595703
	Iteration 29Q: 3 clusters Score -402517.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -402532.281250 Penalty: 1691.595703
	Iteration 30Q: 3 clusters Score -402532.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -402545.937500 Penalty: 1691.595703
	Iteration 31Q: 3 clusters Score -402545.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -402552.875000 Penalty: 1691.595703
	Iteration 32Q: 3 clusters Score -402552.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -402558.656250 Penalty: 1691.595703
	Iteration 33Q: 3 clusters Score -402558.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -402561.593750 Penalty: 1691.595703
	Iteration 34Q: 3 clusters Score -402561.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -402564.031250 Penalty: 1691.595703
	Iteration 35Q: 3 clusters Score -402564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -402565.125000 Penalty: 1691.595703
	Iteration 36Q: 3 clusters Score -402565.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -402567.875000 Penalty: 1691.595703
	Iteration 37Q: 3 clusters Score -402567.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -402569.406250 Penalty: 1691.595703
	Iteration 38Q: 3 clusters Score -402569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -402569.562500 Penalty: 1691.595703
	Iteration 39Q: 3 clusters Score -402569.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -402573.531250 Penalty: 1691.595703
	Iteration 40F: 3 clusters Score -402573.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -402575.812500 Penalty: 1691.595703
	Iteration 41Q: 3 clusters Score -402575.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -402577.968750 Penalty: 1691.595703
	Iteration 42Q: 3 clusters Score -402578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -402579.906250 Penalty: 1691.595703
	Iteration 43Q: 3 clusters Score -402579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -402581.531250 Penalty: 1691.595703
	Iteration 44Q: 3 clusters Score -402581.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -402583.250000 Penalty: 1691.595703
	Iteration 45Q: 3 clusters Score -402583.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -402584.531250 Penalty: 1691.595703
	Iteration 46Q: 3 clusters Score -402584.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -402587.812500 Penalty: 1691.595703
	Iteration 47Q: 3 clusters Score -402587.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -402589.531250 Penalty: 1691.595703
	Iteration 48Q: 3 clusters Score -402589.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -402590.625000 Penalty: 1691.595703
	Iteration 49Q: 3 clusters Score -402590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -402591.437500 Penalty: 1691.595703
	Iteration 50Q: 3 clusters Score -402591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -402591.531250 Penalty: 1691.595703
	Iteration 51Q: 3 clusters Score -402591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -402590.968750 Penalty: 1691.595703
	Iteration 52Q: 3 clusters Score -402591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -402591.593750 Penalty: 1691.595703
	Iteration 53Q: 3 clusters Score -402591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -402593.125000 Penalty: 1691.595703
	Iteration 54Q: 3 clusters Score -402593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -402593.656250 Penalty: 1691.595703
	Iteration 55Q: 3 clusters Score -402593.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -402593.906250 Penalty: 1691.595703
	Iteration 56Q: 3 clusters Score -402593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -402594.875000 Penalty: 1691.595703
	Iteration 57Q: 3 clusters Score -402594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -402595.000000 Penalty: 1691.595703
	Iteration 58Q: 3 clusters Score -402595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -402594.812500 Penalty: 1691.595703
	Iteration 59Q: 3 clusters Score -402594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -402596.156250 Penalty: 1691.595703
	Iteration 60F: 3 clusters Score -402596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -402595.812500 Penalty: 1691.595703
	Iteration 61Q: 3 clusters Score -402595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -402595.968750 Penalty: 1691.595703
	Iteration 62Q: 3 clusters Score -402596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -402596.375000 Penalty: 1691.595703
	Iteration 63Q: 3 clusters Score -402596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -402596.312500 Penalty: 1691.595703
	Iteration 64Q: 3 clusters Score -402596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -402596.968750 Penalty: 1691.595703
	Iteration 65Q: 3 clusters Score -402597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -402598.437500 Penalty: 1691.595703
	Iteration 66Q: 3 clusters Score -402598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -402597.906250 Penalty: 1691.595703
	Iteration 67Q: 3 clusters Score -402597.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -402601.656250 Penalty: 1691.595703
	Iteration 68Q: 3 clusters Score -402601.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -402602.406250 Penalty: 1691.595703
	Iteration 69Q: 3 clusters Score -402602.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -402604.312500 Penalty: 1691.595703
	Iteration 70Q: 3 clusters Score -402604.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -402606.093750 Penalty: 1691.595703
	Iteration 71Q: 3 clusters Score -402606.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -402606.250000 Penalty: 1691.595703
	Iteration 72Q: 3 clusters Score -402606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -402607.531250 Penalty: 1691.595703
	Iteration 73Q: 3 clusters Score -402607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -402609.000000 Penalty: 1691.595703
	Iteration 74Q: 3 clusters Score -402609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -402608.468750 Penalty: 1691.595703
	Iteration 75Q: 3 clusters Score -402608.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -402611.062500 Penalty: 1691.595703
	Iteration 76Q: 3 clusters Score -402611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -402612.343750 Penalty: 1691.595703
	Iteration 77Q: 3 clusters Score -402612.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -402611.406250 Penalty: 1691.595703
	Iteration 78Q: 3 clusters Score -402611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -402612.343750 Penalty: 1691.595703
	Iteration 79Q: 3 clusters Score -402612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -402612.968750 Penalty: 1691.595703
	Iteration 80F: 3 clusters Score -402613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -402613.906250 Penalty: 1691.595703
	Iteration 81Q: 3 clusters Score -402613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -402614.375000 Penalty: 1691.595703
	Iteration 82Q: 3 clusters Score -402614.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -402616.218750 Penalty: 1691.595703
	Iteration 83Q: 3 clusters Score -402616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -402616.843750 Penalty: 1691.595703
	Iteration 84Q: 3 clusters Score -402616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -402618.343750 Penalty: 1691.595703
	Iteration 85Q: 3 clusters Score -402618.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -402621.625000 Penalty: 1691.595703
	Iteration 86Q: 3 clusters Score -402621.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -402622.468750 Penalty: 1691.595703
	Iteration 87Q: 3 clusters Score -402622.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -402623.812500 Penalty: 1691.595703
	Iteration 88Q: 3 clusters Score -402623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -402623.937500 Penalty: 1691.595703
	Iteration 89Q: 3 clusters Score -402623.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -402624.843750 Penalty: 1691.595703
	Iteration 90Q: 3 clusters Score -402624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -402625.000000 Penalty: 1691.595703
	Iteration 91Q: 3 clusters Score -402625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -402624.656250 Penalty: 1691.595703
	Iteration 92Q: 3 clusters Score -402624.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -402624.656250 Penalty: 1691.595703
	Iteration 93F: 3 clusters Score -402624.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (77525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Entering Unmasked Estep 
Score: -4220521.500000 Penalty: 1069.543823
	Iteration 0F: 2 clusters Score -4220522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -4168726.750000 Penalty: 2139.087646
	Iteration 0F: 3 clusters Score -4168727 nChanged 37351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -4193364.250000 Penalty: 2139.087646
	Iteration 1F: 3 clusters Score -4193364 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -4195891.000000 Penalty: 2139.087646
	Iteration 2F: 3 clusters Score -4195891 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -4198719.000000 Penalty: 2139.087646
	Iteration 3F: 3 clusters Score -4198719 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -4201739.500000 Penalty: 2139.087646
	Iteration 4F: 3 clusters Score -4201740 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -4204989.000000 Penalty: 2139.087646
	Iteration 5F: 3 clusters Score -4204989 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -4208475.000000 Penalty: 2139.087646
	Iteration 6F: 3 clusters Score -4208475 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -4212365.500000 Penalty: 2139.087646
	Iteration 7Q: 3 clusters Score -4212366 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -4216162.500000 Penalty: 2139.087646
	Iteration 8Q: 3 clusters Score -4216162 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -4219218.500000 Penalty: 2139.087646
	Iteration 9Q: 3 clusters Score -4219218 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -4220889.500000 Penalty: 2139.087646
	Iteration 10Q: 3 clusters Score -4220890 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -4221789.000000 Penalty: 2139.087646
	Iteration 11Q: 3 clusters Score -4221789 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -4222359.500000 Penalty: 2139.087646
	Iteration 12Q: 3 clusters Score -4222360 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -4222738.500000 Penalty: 2139.087646
	Iteration 13Q: 3 clusters Score -4222738 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -4222990.000000 Penalty: 2139.087646
	Iteration 14Q: 3 clusters Score -4222990 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -4223115.500000 Penalty: 2139.087646
	Iteration 15Q: 3 clusters Score -4223116 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -4223179.000000 Penalty: 2139.087646
	Iteration 16Q: 3 clusters Score -4223179 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -4223205.000000 Penalty: 2139.087646
	Iteration 17Q: 3 clusters Score -4223205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -4223220.500000 Penalty: 2139.087646
	Iteration 18Q: 3 clusters Score -4223220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -4223225.500000 Penalty: 2139.087646
	Iteration 19Q: 3 clusters Score -4223226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -4223227.500000 Penalty: 2139.087646
	Iteration 20F: 3 clusters Score -4223228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -4223229.500000 Penalty: 2139.087646
	Iteration 21Q: 3 clusters Score -4223230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -4223230.500000 Penalty: 2139.087646
	Iteration 22Q: 3 clusters Score -4223230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -4223241.000000 Penalty: 2139.087646
	Iteration 23Q: 3 clusters Score -4223241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -4223241.000000 Penalty: 2139.087646
	Iteration 24Q: 3 clusters Score -4223241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -4223249.000000 Penalty: 2139.087646
	Iteration 25Q: 3 clusters Score -4223249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -4223253.500000 Penalty: 2139.087646
	Iteration 26Q: 3 clusters Score -4223254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -4223257.500000 Penalty: 2139.087646
	Iteration 27Q: 3 clusters Score -4223258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -4223257.500000 Penalty: 2139.087646
	Iteration 28Q: 3 clusters Score -4223258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -4223252.500000 Penalty: 2139.087646
	Iteration 29Q: 3 clusters Score -4223252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -4223253.000000 Penalty: 2139.087646
	Iteration 30Q: 3 clusters Score -4223253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -4223266.500000 Penalty: 2139.087646
	Iteration 31Q: 3 clusters Score -4223266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -4223264.000000 Penalty: 2139.087646
	Iteration 32Q: 3 clusters Score -4223264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -4223261.000000 Penalty: 2139.087646
	Iteration 33Q: 3 clusters Score -4223261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -4223259.000000 Penalty: 2139.087646
	Iteration 34Q: 3 clusters Score -4223259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -4223259.000000 Penalty: 2139.087646
	Iteration 35Q: 3 clusters Score -4223259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -4223259.000000 Penalty: 2139.087646
	Iteration 36F: 3 clusters Score -4223259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 50679 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 8812 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 16728 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 137752 members 
Mstep: Class 16 contains 21413 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 281948 members 
Mstep: Class 21 contains 11799 members 
Mstep: Class 22 contains 794 members 
Mstep: Class 23 contains 73550 members 
Entering Unmasked Estep 
Score: -38612292.000000 Penalty: 29521.113281
Splitting cluster 18 changes total score from -38603436.000000 to -38612292.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -155528.828125 Penalty: 772.355652
	Iteration 0F: 2 clusters Score -155528.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -153015.015625 Penalty: 1544.711304
	Iteration 0F: 3 clusters Score -153015 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -154071.859375 Penalty: 1544.711304
	Iteration 1F: 3 clusters Score -154071.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -154409.359375 Penalty: 1544.711304
	Iteration 2F: 3 clusters Score -154409.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -154668.484375 Penalty: 1544.711304
	Iteration 3F: 3 clusters Score -154668.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -154881.609375 Penalty: 1544.711304
	Iteration 4F: 3 clusters Score -154881.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -155038.953125 Penalty: 1544.711304
	Iteration 5F: 3 clusters Score -155039 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -155133.812500 Penalty: 1544.711304
	Iteration 6Q: 3 clusters Score -155133.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -155187.765625 Penalty: 1544.711304
	Iteration 7Q: 3 clusters Score -155187.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -155215.500000 Penalty: 1544.711304
	Iteration 8Q: 3 clusters Score -155215.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -155240.312500 Penalty: 1544.711304
	Iteration 9Q: 3 clusters Score -155240.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -155272.609375 Penalty: 1544.711304
	Iteration 10Q: 3 clusters Score -155272.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -155302.375000 Penalty: 1544.711304
	Iteration 11Q: 3 clusters Score -155302.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -155325.484375 Penalty: 1544.711304
	Iteration 12Q: 3 clusters Score -155325.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -155338.234375 Penalty: 1544.711304
	Iteration 13Q: 3 clusters Score -155338.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -155345.687500 Penalty: 1544.711304
	Iteration 14Q: 3 clusters Score -155345.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -155351.234375 Penalty: 1544.711304
	Iteration 15Q: 3 clusters Score -155351.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -155357.171875 Penalty: 1544.711304
	Iteration 16Q: 3 clusters Score -155357.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -155360.812500 Penalty: 1544.711304
	Iteration 17Q: 3 clusters Score -155360.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -155364.843750 Penalty: 1544.711304
	Iteration 18Q: 3 clusters Score -155364.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -155367.937500 Penalty: 1544.711304
	Iteration 19Q: 3 clusters Score -155367.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -155372.812500 Penalty: 1544.711304
	Iteration 20F: 3 clusters Score -155372.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -155377.750000 Penalty: 1544.711304
	Iteration 21Q: 3 clusters Score -155377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -155382.218750 Penalty: 1544.711304
	Iteration 22Q: 3 clusters Score -155382.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -155386.625000 Penalty: 1544.711304
	Iteration 23Q: 3 clusters Score -155386.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -155388.515625 Penalty: 1544.711304
	Iteration 24Q: 3 clusters Score -155388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -155389.390625 Penalty: 1544.711304
	Iteration 25Q: 3 clusters Score -155389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -155390.015625 Penalty: 1544.711304
	Iteration 26Q: 3 clusters Score -155390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -155390.390625 Penalty: 1544.711304
	Iteration 27Q: 3 clusters Score -155390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -155391.062500 Penalty: 1544.711304
	Iteration 28Q: 3 clusters Score -155391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -155392.656250 Penalty: 1544.711304
	Iteration 29Q: 3 clusters Score -155392.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -155392.750000 Penalty: 1544.711304
	Iteration 30Q: 3 clusters Score -155392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -155392.750000 Penalty: 1544.711304
	Iteration 31F: 3 clusters Score -155392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 50679 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29386 members 
Mstep: Class 8 contains 8812 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 16728 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 137752 members 
Mstep: Class 16 contains 21413 members 
Mstep: Class 17 contains 7355 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38613844.000000 Penalty: 29521.113281
Iteration 39Q: 24 clusters Score -3.861384e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6189 members 
Mstep: Class 3 contains 50909 members 
Mstep: Class 4 contains 6290 members 
Mstep: Class 5 contains 2621 members 
Mstep: Class 6 contains 14161 members 
Mstep: Class 7 contains 29490 members 
Mstep: Class 8 contains 8798 members 
Mstep: Class 9 contains 37824 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 5459 members 
Mstep: Class 13 contains 16728 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 138559 members 
Mstep: Class 16 contains 21351 members 
Mstep: Class 17 contains 7091 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 281852 members 
Mstep: Class 21 contains 11495 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 72847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616540.000000 Penalty: 29521.113281
Iteration 40F: 24 clusters Score -3.861654e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 48450 members 
Mstep: Class 4 contains 6251 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 14157 members 
Mstep: Class 7 contains 29396 members 
Mstep: Class 8 contains 8568 members 
Mstep: Class 9 contains 37490 members 
Mstep: Class 10 contains 4149 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 16731 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 138463 members 
Mstep: Class 16 contains 20819 members 
Mstep: Class 17 contains 6533 members 
Mstep: Class 18 contains 4006 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 284661 members 
Mstep: Class 21 contains 12083 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 73230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617968.000000 Penalty: 29521.113281
Iteration 41Q: 24 clusters Score -3.861797e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 46356 members 
Mstep: Class 4 contains 6246 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29303 members 
Mstep: Class 8 contains 8369 members 
Mstep: Class 9 contains 37228 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 11 contains 2849 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 16830 members 
Mstep: Class 14 contains 1905 members 
Mstep: Class 15 contains 138537 members 
Mstep: Class 16 contains 20459 members 
Mstep: Class 17 contains 6141 members 
Mstep: Class 18 contains 4063 members 
Mstep: Class 19 contains 3634 members 
Mstep: Class 20 contains 286715 members 
Mstep: Class 21 contains 12458 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 73517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618860.000000 Penalty: 29521.113281
Iteration 42Q: 24 clusters Score -3.861886e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6033 members 
Mstep: Class 3 contains 44636 members 
Mstep: Class 4 contains 6239 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 14157 members 
Mstep: Class 7 contains 29234 members 
Mstep: Class 8 contains 8196 members 
Mstep: Class 9 contains 36989 members 
Mstep: Class 10 contains 4167 members 
Mstep: Class 11 contains 2846 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 17012 members 
Mstep: Class 14 contains 1984 members 
Mstep: Class 15 contains 138703 members 
Mstep: Class 16 contains 20214 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 288157 members 
Mstep: Class 21 contains 12695 members 
Mstep: Class 22 contains 1803 members 
Mstep: Class 23 contains 73766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619780.000000 Penalty: 29521.113281
Iteration 43Q: 24 clusters Score -3.861978e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 43219 members 
Mstep: Class 4 contains 6238 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 29180 members 
Mstep: Class 8 contains 8044 members 
Mstep: Class 9 contains 36828 members 
Mstep: Class 10 contains 4130 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 17246 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 138879 members 
Mstep: Class 16 contains 20013 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 18 contains 4189 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 289184 members 
Mstep: Class 21 contains 12842 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 73966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620420.000000 Penalty: 29521.113281
Iteration 44Q: 24 clusters Score -3.862042e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 3 contains 42042 members 
Mstep: Class 4 contains 6247 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 14158 members 
Mstep: Class 7 contains 29130 members 
Mstep: Class 8 contains 7903 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 2849 members 
Mstep: Class 12 contains 5844 members 
Mstep: Class 13 contains 17551 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 138973 members 
Mstep: Class 16 contains 19854 members 
Mstep: Class 17 contains 5387 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 3950 members 
Mstep: Class 20 contains 289895 members 
Mstep: Class 21 contains 13026 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 74164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620444.000000 Penalty: 29521.113281
Iteration 45Q: 24 clusters Score -3.862044e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 3 contains 41052 members 
Mstep: Class 4 contains 6250 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 14154 members 
Mstep: Class 7 contains 29100 members 
Mstep: Class 8 contains 7768 members 
Mstep: Class 9 contains 36605 members 
Mstep: Class 10 contains 4032 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 5867 members 
Mstep: Class 13 contains 17887 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 139125 members 
Mstep: Class 16 contains 19700 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 290421 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 2216 members 
Mstep: Class 23 contains 74291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620792.000000 Penalty: 29521.113281
Iteration 46Q: 24 clusters Score -3.862079e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 40215 members 
Mstep: Class 4 contains 6254 members 
Mstep: Class 5 contains 2536 members 
Mstep: Class 6 contains 14149 members 
Mstep: Class 7 contains 29050 members 
Mstep: Class 8 contains 7645 members 
Mstep: Class 9 contains 36516 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 18244 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 139287 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 5052 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 290790 members 
Mstep: Class 21 contains 13234 members 
Mstep: Class 22 contains 2287 members 
Mstep: Class 23 contains 74391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621184.000000 Penalty: 29521.113281
Iteration 47Q: 24 clusters Score -3.862118e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6033 members 
Mstep: Class 3 contains 39455 members 
Mstep: Class 4 contains 6260 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 14147 members 
Mstep: Class 7 contains 28997 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 36450 members 
Mstep: Class 10 contains 3945 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 5914 members 
Mstep: Class 13 contains 18607 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 139422 members 
Mstep: Class 16 contains 19423 members 
Mstep: Class 17 contains 4933 members 
Mstep: Class 18 contains 4368 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 291085 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 74482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621436.000000 Penalty: 29521.113281
Iteration 48Q: 24 clusters Score -3.862144e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 6035 members 
Mstep: Class 3 contains 38780 members 
Mstep: Class 4 contains 6266 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 14145 members 
Mstep: Class 7 contains 28961 members 
Mstep: Class 8 contains 7411 members 
Mstep: Class 9 contains 36404 members 
Mstep: Class 10 contains 3892 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 5934 members 
Mstep: Class 13 contains 18974 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 139552 members 
Mstep: Class 16 contains 19310 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 4401 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 291311 members 
Mstep: Class 21 contains 13342 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 74579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621568.000000 Penalty: 29521.113281
Iteration 49Q: 24 clusters Score -3.862157e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 38177 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 14143 members 
Mstep: Class 7 contains 28936 members 
Mstep: Class 8 contains 7280 members 
Mstep: Class 9 contains 36362 members 
Mstep: Class 10 contains 3837 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 19351 members 
Mstep: Class 14 contains 2566 members 
Mstep: Class 15 contains 139650 members 
Mstep: Class 16 contains 19229 members 
Mstep: Class 17 contains 4730 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 291469 members 
Mstep: Class 21 contains 13372 members 
Mstep: Class 22 contains 2408 members 
Mstep: Class 23 contains 74689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621880.000000 Penalty: 29521.113281
Iteration 50Q: 24 clusters Score -3.862188e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6046 members 
Mstep: Class 3 contains 37604 members 
Mstep: Class 4 contains 6265 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 14139 members 
Mstep: Class 7 contains 28905 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 36322 members 
Mstep: Class 10 contains 3786 members 
Mstep: Class 11 contains 2881 members 
Mstep: Class 12 contains 5928 members 
Mstep: Class 13 contains 19692 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 139757 members 
Mstep: Class 16 contains 19153 members 
Mstep: Class 17 contains 4642 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 19 contains 4680 members 
Mstep: Class 20 contains 291618 members 
Mstep: Class 21 contains 13395 members 
Mstep: Class 22 contains 2442 members 
Mstep: Class 23 contains 74783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622008.000000 Penalty: 29521.113281
Iteration 51Q: 24 clusters Score -3.862201e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 37078 members 
Mstep: Class 4 contains 6265 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 6 contains 14137 members 
Mstep: Class 7 contains 28864 members 
Mstep: Class 8 contains 7021 members 
Mstep: Class 9 contains 36297 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 12 contains 5933 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 139841 members 
Mstep: Class 16 contains 19096 members 
Mstep: Class 17 contains 4558 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 4827 members 
Mstep: Class 20 contains 291756 members 
Mstep: Class 21 contains 13428 members 
Mstep: Class 22 contains 2462 members 
Mstep: Class 23 contains 74876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621976.000000 Penalty: 29521.113281
Iteration 52Q: 24 clusters Score -3.862198e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 36584 members 
Mstep: Class 4 contains 6269 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 14134 members 
Mstep: Class 7 contains 28810 members 
Mstep: Class 8 contains 6909 members 
Mstep: Class 9 contains 36284 members 
Mstep: Class 10 contains 3683 members 
Mstep: Class 11 contains 2898 members 
Mstep: Class 12 contains 5936 members 
Mstep: Class 13 contains 20328 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 139899 members 
Mstep: Class 16 contains 19037 members 
Mstep: Class 17 contains 4490 members 
Mstep: Class 18 contains 4491 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 291889 members 
Mstep: Class 21 contains 13457 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 74969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622052.000000 Penalty: 29521.113281
Iteration 53Q: 24 clusters Score -3.862205e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6048 members 
Mstep: Class 3 contains 36116 members 
Mstep: Class 4 contains 6267 members 
Mstep: Class 5 contains 2518 members 
Mstep: Class 6 contains 14134 members 
Mstep: Class 7 contains 28763 members 
Mstep: Class 8 contains 6809 members 
Mstep: Class 9 contains 36267 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 20624 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 139973 members 
Mstep: Class 16 contains 18967 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 4502 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 292010 members 
Mstep: Class 21 contains 13496 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 75068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622068.000000 Penalty: 29521.113281
Iteration 54Q: 24 clusters Score -3.862207e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 35688 members 
Mstep: Class 4 contains 6267 members 
Mstep: Class 5 contains 2506 members 
Mstep: Class 6 contains 14134 members 
Mstep: Class 7 contains 28728 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 2900 members 
Mstep: Class 12 contains 5955 members 
Mstep: Class 13 contains 20934 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 140024 members 
Mstep: Class 16 contains 18893 members 
Mstep: Class 17 contains 4386 members 
Mstep: Class 18 contains 4511 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 292094 members 
Mstep: Class 21 contains 13530 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 75136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622208.000000 Penalty: 29521.113281
Iteration 55Q: 24 clusters Score -3.862221e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6065 members 
Mstep: Class 3 contains 35292 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 2497 members 
Mstep: Class 6 contains 14132 members 
Mstep: Class 7 contains 28679 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 36244 members 
Mstep: Class 10 contains 3544 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 5965 members 
Mstep: Class 13 contains 21264 members 
Mstep: Class 14 contains 2811 members 
Mstep: Class 15 contains 140070 members 
Mstep: Class 16 contains 18829 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 4514 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 292139 members 
Mstep: Class 21 contains 13547 members 
Mstep: Class 22 contains 2513 members 
Mstep: Class 23 contains 75205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622472.000000 Penalty: 29521.113281
Iteration 56Q: 24 clusters Score -3.862247e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6072 members 
Mstep: Class 3 contains 34908 members 
Mstep: Class 4 contains 6274 members 
Mstep: Class 5 contains 2474 members 
Mstep: Class 6 contains 14132 members 
Mstep: Class 7 contains 28644 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 36236 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 2904 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 21616 members 
Mstep: Class 14 contains 2846 members 
Mstep: Class 15 contains 140091 members 
Mstep: Class 16 contains 18756 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 18 contains 4524 members 
Mstep: Class 19 contains 5499 members 
Mstep: Class 20 contains 292156 members 
Mstep: Class 21 contains 13585 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 75261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622716.000000 Penalty: 29521.113281
Iteration 57Q: 24 clusters Score -3.862272e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 34535 members 
Mstep: Class 4 contains 6277 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 14131 members 
Mstep: Class 7 contains 28615 members 
Mstep: Class 8 contains 6432 members 
Mstep: Class 9 contains 36229 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 21934 members 
Mstep: Class 14 contains 2877 members 
Mstep: Class 15 contains 140099 members 
Mstep: Class 16 contains 18686 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 292197 members 
Mstep: Class 21 contains 13600 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 75324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622892.000000 Penalty: 29521.113281
Iteration 58Q: 24 clusters Score -3.862289e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 34135 members 
Mstep: Class 4 contains 6284 members 
Mstep: Class 5 contains 2429 members 
Mstep: Class 6 contains 14131 members 
Mstep: Class 7 contains 28584 members 
Mstep: Class 8 contains 6346 members 
Mstep: Class 9 contains 36221 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 140107 members 
Mstep: Class 16 contains 18622 members 
Mstep: Class 17 contains 4209 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 292274 members 
Mstep: Class 21 contains 13602 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 75381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623100.000000 Penalty: 29521.113281
Iteration 59Q: 24 clusters Score -3.86231e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6089 members 
Mstep: Class 3 contains 33736 members 
Mstep: Class 4 contains 6293 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 14130 members 
Mstep: Class 7 contains 28544 members 
Mstep: Class 8 contains 6286 members 
Mstep: Class 9 contains 36209 members 
Mstep: Class 10 contains 3433 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 6026 members 
Mstep: Class 13 contains 22471 members 
Mstep: Class 14 contains 2935 members 
Mstep: Class 15 contains 140077 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 4539 members 
Mstep: Class 19 contains 5989 members 
Mstep: Class 20 contains 292410 members 
Mstep: Class 21 contains 13610 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 75432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623312.000000 Penalty: 29521.113281
Iteration 60F: 24 clusters Score -3.862331e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 33342 members 
Mstep: Class 4 contains 6297 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 14126 members 
Mstep: Class 7 contains 28487 members 
Mstep: Class 8 contains 6219 members 
Mstep: Class 9 contains 36188 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 6047 members 
Mstep: Class 13 contains 22729 members 
Mstep: Class 14 contains 2959 members 
Mstep: Class 15 contains 140027 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 4127 members 
Mstep: Class 18 contains 4542 members 
Mstep: Class 19 contains 6206 members 
Mstep: Class 20 contains 292499 members 
Mstep: Class 21 contains 13611 members 
Mstep: Class 22 contains 2610 members 
Mstep: Class 23 contains 75469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623540.000000 Penalty: 29521.113281
Iteration 61Q: 24 clusters Score -3.862354e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 32913 members 
Mstep: Class 4 contains 6291 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 14123 members 
Mstep: Class 7 contains 28431 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 36174 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 22988 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 139980 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 4090 members 
Mstep: Class 18 contains 4547 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 292572 members 
Mstep: Class 21 contains 13600 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 75505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623572.000000 Penalty: 29521.113281
Iteration 62Q: 24 clusters Score -3.862357e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6047 members 
Mstep: Class 3 contains 32512 members 
Mstep: Class 4 contains 6293 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 14120 members 
Mstep: Class 7 contains 28370 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 36152 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 12 contains 6055 members 
Mstep: Class 13 contains 23238 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 139917 members 
Mstep: Class 16 contains 18362 members 
Mstep: Class 17 contains 4050 members 
Mstep: Class 18 contains 4550 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 292672 members 
Mstep: Class 21 contains 13593 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 75533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623724.000000 Penalty: 29521.113281
Iteration 63Q: 24 clusters Score -3.862372e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 3 contains 32107 members 
Mstep: Class 4 contains 6284 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 14117 members 
Mstep: Class 7 contains 28303 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 36128 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 2946 members 
Mstep: Class 12 contains 6052 members 
Mstep: Class 13 contains 23485 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 139857 members 
Mstep: Class 16 contains 18278 members 
Mstep: Class 17 contains 4020 members 
Mstep: Class 18 contains 4552 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 292796 members 
Mstep: Class 21 contains 13601 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 75571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624064.000000 Penalty: 29521.113281
Iteration 64Q: 24 clusters Score -3.862406e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 6019 members 
Mstep: Class 3 contains 31728 members 
Mstep: Class 4 contains 6282 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 14112 members 
Mstep: Class 7 contains 28235 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 36113 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 23725 members 
Mstep: Class 14 contains 3073 members 
Mstep: Class 15 contains 139729 members 
Mstep: Class 16 contains 18200 members 
Mstep: Class 17 contains 3995 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 292931 members 
Mstep: Class 21 contains 13610 members 
Mstep: Class 22 contains 2815 members 
Mstep: Class 23 contains 75609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624472.000000 Penalty: 29521.113281
Iteration 65Q: 24 clusters Score -3.862447e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 31325 members 
Mstep: Class 4 contains 6279 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 14109 members 
Mstep: Class 7 contains 28173 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 36102 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 12 contains 6052 members 
Mstep: Class 13 contains 23948 members 
Mstep: Class 14 contains 3090 members 
Mstep: Class 15 contains 139561 members 
Mstep: Class 16 contains 18135 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 4556 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 293094 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 2837 members 
Mstep: Class 23 contains 75645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624652.000000 Penalty: 29521.113281
Iteration 66Q: 24 clusters Score -3.862465e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 6021 members 
Mstep: Class 3 contains 30931 members 
Mstep: Class 4 contains 6286 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 14103 members 
Mstep: Class 7 contains 28106 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 36087 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 12 contains 6042 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 3098 members 
Mstep: Class 15 contains 139409 members 
Mstep: Class 16 contains 18058 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 4559 members 
Mstep: Class 19 contains 8070 members 
Mstep: Class 20 contains 293247 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 75682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624884.000000 Penalty: 29521.113281
Iteration 67Q: 24 clusters Score -3.862488e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 30510 members 
Mstep: Class 4 contains 6299 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 14104 members 
Mstep: Class 7 contains 28029 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 36074 members 
Mstep: Class 10 contains 3302 members 
Mstep: Class 11 contains 2991 members 
Mstep: Class 12 contains 6038 members 
Mstep: Class 13 contains 24413 members 
Mstep: Class 14 contains 3109 members 
Mstep: Class 15 contains 139225 members 
Mstep: Class 16 contains 17996 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 4561 members 
Mstep: Class 19 contains 8424 members 
Mstep: Class 20 contains 293411 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 75727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625168.000000 Penalty: 29521.113281
Iteration 68Q: 24 clusters Score -3.862517e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 3 contains 30070 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 14103 members 
Mstep: Class 7 contains 27967 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 36061 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 11 contains 3002 members 
Mstep: Class 12 contains 6024 members 
Mstep: Class 13 contains 24635 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 15 contains 139026 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 4561 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 293575 members 
Mstep: Class 21 contains 13659 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 75767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625436.000000 Penalty: 29521.113281
Iteration 69Q: 24 clusters Score -3.862544e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6020 members 
Mstep: Class 3 contains 29694 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 14103 members 
Mstep: Class 7 contains 27886 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 36053 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 24859 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 138832 members 
Mstep: Class 16 contains 17870 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 4561 members 
Mstep: Class 19 contains 9196 members 
Mstep: Class 20 contains 293727 members 
Mstep: Class 21 contains 13679 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 75818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625640.000000 Penalty: 29521.113281
Iteration 70Q: 24 clusters Score -3.862564e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 29281 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 14104 members 
Mstep: Class 7 contains 27803 members 
Mstep: Class 8 contains 5479 members 
Mstep: Class 9 contains 36049 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 3013 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 25079 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 138622 members 
Mstep: Class 16 contains 17802 members 
Mstep: Class 17 contains 3824 members 
Mstep: Class 18 contains 4561 members 
Mstep: Class 19 contains 9613 members 
Mstep: Class 20 contains 293916 members 
Mstep: Class 21 contains 13688 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 75869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626088.000000 Penalty: 29521.113281
Iteration 71Q: 24 clusters Score -3.862609e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 6021 members 
Mstep: Class 3 contains 28898 members 
Mstep: Class 4 contains 6383 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 14109 members 
Mstep: Class 7 contains 27724 members 
Mstep: Class 8 contains 5407 members 
Mstep: Class 9 contains 36042 members 
Mstep: Class 10 contains 3240 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 25279 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 138393 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 4562 members 
Mstep: Class 19 contains 9987 members 
Mstep: Class 20 contains 294090 members 
Mstep: Class 21 contains 13701 members 
Mstep: Class 22 contains 2898 members 
Mstep: Class 23 contains 75912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626436.000000 Penalty: 29521.113281
Iteration 72Q: 24 clusters Score -3.862644e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 28544 members 
Mstep: Class 4 contains 6404 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 14112 members 
Mstep: Class 7 contains 27648 members 
Mstep: Class 8 contains 5340 members 
Mstep: Class 9 contains 36034 members 
Mstep: Class 10 contains 3220 members 
Mstep: Class 11 contains 3041 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 25473 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 138129 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 4563 members 
Mstep: Class 19 contains 10364 members 
Mstep: Class 20 contains 294264 members 
Mstep: Class 21 contains 13702 members 
Mstep: Class 22 contains 2895 members 
Mstep: Class 23 contains 75977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626812.000000 Penalty: 29521.113281
Iteration 73Q: 24 clusters Score -3.862681e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 28232 members 
Mstep: Class 4 contains 6418 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 14116 members 
Mstep: Class 7 contains 27577 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 36030 members 
Mstep: Class 10 contains 3216 members 
Mstep: Class 11 contains 3063 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 25694 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 15 contains 137874 members 
Mstep: Class 16 contains 17602 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 10708 members 
Mstep: Class 20 contains 294374 members 
Mstep: Class 21 contains 13695 members 
Mstep: Class 22 contains 2900 members 
Mstep: Class 23 contains 76030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626944.000000 Penalty: 29521.113281
Iteration 74Q: 24 clusters Score -3.862694e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 27961 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 14122 members 
Mstep: Class 7 contains 27512 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 36020 members 
Mstep: Class 10 contains 3208 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 25913 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 137594 members 
Mstep: Class 16 contains 17516 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 4567 members 
Mstep: Class 19 contains 11029 members 
Mstep: Class 20 contains 294499 members 
Mstep: Class 21 contains 13681 members 
Mstep: Class 22 contains 2910 members 
Mstep: Class 23 contains 76086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627264.000000 Penalty: 29521.113281
Iteration 75Q: 24 clusters Score -3.862726e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 6021 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 14126 members 
Mstep: Class 7 contains 27449 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 36018 members 
Mstep: Class 10 contains 3202 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 26126 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 137305 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 4569 members 
Mstep: Class 19 contains 11349 members 
Mstep: Class 20 contains 294594 members 
Mstep: Class 21 contains 13664 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 76133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627408.000000 Penalty: 29521.113281
Iteration 76Q: 24 clusters Score -3.862741e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 6021 members 
Mstep: Class 3 contains 27488 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 7 contains 27401 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 36009 members 
Mstep: Class 10 contains 3208 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 26343 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 137047 members 
Mstep: Class 16 contains 17362 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 18 contains 4569 members 
Mstep: Class 19 contains 11637 members 
Mstep: Class 20 contains 294664 members 
Mstep: Class 21 contains 13646 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 76182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627456.000000 Penalty: 29521.113281
Iteration 77Q: 24 clusters Score -3.862746e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 27268 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14130 members 
Mstep: Class 7 contains 27354 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 36006 members 
Mstep: Class 10 contains 3211 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 13 contains 26546 members 
Mstep: Class 14 contains 3359 members 
Mstep: Class 15 contains 136788 members 
Mstep: Class 16 contains 17297 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 4570 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 20 contains 294731 members 
Mstep: Class 21 contains 13641 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 76241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627620.000000 Penalty: 29521.113281
Iteration 78Q: 24 clusters Score -3.862762e+07 nChanged 1391
Entering ConstructFrom: 
Score: -38627620.000000 Penalty: 29521.113281
Entering ConstructFrom: 
Trying to split cluster 1 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -456002.062500 Penalty: 861.094971
	Iteration 0F: 2 clusters Score -456002.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -450063.406250 Penalty: 1722.189941
	Iteration 0F: 3 clusters Score -450063.4 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -452485.687500 Penalty: 1722.189941
	Iteration 1F: 3 clusters Score -452485.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -452948.968750 Penalty: 1722.189941
	Iteration 2F: 3 clusters Score -452949 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -453408.687500 Penalty: 1722.189941
	Iteration 3F: 3 clusters Score -453408.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -453808.687500 Penalty: 1722.189941
	Iteration 4F: 3 clusters Score -453808.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -454128.312500 Penalty: 1722.189941
	Iteration 5F: 3 clusters Score -454128.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -454319.250000 Penalty: 1722.189941
	Iteration 6Q: 3 clusters Score -454319.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -454439.593750 Penalty: 1722.189941
	Iteration 7Q: 3 clusters Score -454439.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -454552.250000 Penalty: 1722.189941
	Iteration 8Q: 3 clusters Score -454552.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -454682.468750 Penalty: 1722.189941
	Iteration 9Q: 3 clusters Score -454682.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -454859.906250 Penalty: 1722.189941
	Iteration 10Q: 3 clusters Score -454859.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -455075.187500 Penalty: 1722.189941
	Iteration 11Q: 3 clusters Score -455075.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -455301.718750 Penalty: 1722.189941
	Iteration 12Q: 3 clusters Score -455301.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -455581.906250 Penalty: 1722.189941
	Iteration 13Q: 3 clusters Score -455581.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -455883.750000 Penalty: 1722.189941
	Iteration 14Q: 3 clusters Score -455883.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -456103.125000 Penalty: 1722.189941
	Iteration 15Q: 3 clusters Score -456103.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -456327.937500 Penalty: 1722.189941
	Iteration 16Q: 3 clusters Score -456327.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -456608.781250 Penalty: 1722.189941
	Iteration 17Q: 3 clusters Score -456608.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -456796.968750 Penalty: 1722.189941
	Iteration 18Q: 3 clusters Score -456797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -456878.218750 Penalty: 1722.189941
	Iteration 19Q: 3 clusters Score -456878.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -456901.250000 Penalty: 1722.189941
	Iteration 20F: 3 clusters Score -456901.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -456910.750000 Penalty: 1722.189941
	Iteration 21Q: 3 clusters Score -456910.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -456916.625000 Penalty: 1722.189941
	Iteration 22Q: 3 clusters Score -456916.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -456917.718750 Penalty: 1722.189941
	Iteration 23Q: 3 clusters Score -456917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -456918.906250 Penalty: 1722.189941
	Iteration 24Q: 3 clusters Score -456918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -456918.500000 Penalty: 1722.189941
	Iteration 25Q: 3 clusters Score -456918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -456918.375000 Penalty: 1722.189941
	Iteration 26Q: 3 clusters Score -456918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -456918.500000 Penalty: 1722.189941
	Iteration 27Q: 3 clusters Score -456918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -456918.906250 Penalty: 1722.189941
	Iteration 28Q: 3 clusters Score -456918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -456920.156250 Penalty: 1722.189941
	Iteration 29Q: 3 clusters Score -456920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -456920.906250 Penalty: 1722.189941
	Iteration 30Q: 3 clusters Score -456920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -456920.750000 Penalty: 1722.189941
	Iteration 31Q: 3 clusters Score -456920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -456921.812500 Penalty: 1722.189941
	Iteration 32Q: 3 clusters Score -456921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -456921.812500 Penalty: 1722.189941
	Iteration 33F: 3 clusters Score -456921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 35992 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 136527 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 12111 members 
Mstep: Class 20 contains 294799 members 
Mstep: Class 21 contains 13634 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 76286 members 
Mstep: Class 24 contains 2551 members 
Entering Unmasked Estep 
Score: -38628076.000000 Penalty: 30804.640625
Splitting cluster 1 changes total score from -38627620.000000 to -38628076.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 2 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -289606.718750 Penalty: 826.643677
	Iteration 0F: 2 clusters Score -289606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -285357.437500 Penalty: 1653.287354
	Iteration 0F: 3 clusters Score -285357.4 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -287225.937500 Penalty: 1653.287354
	Iteration 1F: 3 clusters Score -287225.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -287940.625000 Penalty: 1653.287354
	Iteration 2F: 3 clusters Score -287940.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -288959.812500 Penalty: 1653.287354
	Iteration 3F: 3 clusters Score -288959.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -289757.843750 Penalty: 1653.287354
	Iteration 4F: 3 clusters Score -289757.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -290087.343750 Penalty: 1653.287354
	Iteration 5F: 3 clusters Score -290087.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -290198.281250 Penalty: 1653.287354
	Iteration 6Q: 3 clusters Score -290198.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -290245.718750 Penalty: 1653.287354
	Iteration 7Q: 3 clusters Score -290245.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -290260.562500 Penalty: 1653.287354
	Iteration 8Q: 3 clusters Score -290260.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -290269.156250 Penalty: 1653.287354
	Iteration 9Q: 3 clusters Score -290269.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -290276.468750 Penalty: 1653.287354
	Iteration 10Q: 3 clusters Score -290276.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -290279.656250 Penalty: 1653.287354
	Iteration 11Q: 3 clusters Score -290279.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -290281.687500 Penalty: 1653.287354
	Iteration 12Q: 3 clusters Score -290281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -290282.187500 Penalty: 1653.287354
	Iteration 13Q: 3 clusters Score -290282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -290283.062500 Penalty: 1653.287354
	Iteration 14Q: 3 clusters Score -290283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -290282.968750 Penalty: 1653.287354
	Iteration 15Q: 3 clusters Score -290283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -290284.312500 Penalty: 1653.287354
	Iteration 16Q: 3 clusters Score -290284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -290284.312500 Penalty: 1653.287354
	Iteration 17F: 3 clusters Score -290284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 35992 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 136527 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 12111 members 
Mstep: Class 20 contains 294799 members 
Mstep: Class 21 contains 13634 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 76286 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 2446 members 
Entering Unmasked Estep 
Score: -38628364.000000 Penalty: 32088.166016
Splitting cluster 2 changes total score from -38627620.000000 to -38628364.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (27058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Entering Unmasked Estep 
Score: -1331364.500000 Penalty: 969.545105
	Iteration 0F: 2 clusters Score -1331364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1313374.375000 Penalty: 1939.090210
	Iteration 0F: 3 clusters Score -1313374 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1320579.000000 Penalty: 1939.090210
	Iteration 1F: 3 clusters Score -1320579 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1320992.375000 Penalty: 1939.090210
	Iteration 2Q: 3 clusters Score -1320992 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1321429.125000 Penalty: 1939.090210
	Iteration 3Q: 3 clusters Score -1321429 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1322018.250000 Penalty: 1939.090210
	Iteration 4Q: 3 clusters Score -1322018 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1322924.375000 Penalty: 1939.090210
	Iteration 5F: 3 clusters Score -1322924 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1324181.875000 Penalty: 1939.090210
	Iteration 6F: 3 clusters Score -1324182 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -1325622.875000 Penalty: 1939.090210
	Iteration 7F: 3 clusters Score -1325623 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1327004.875000 Penalty: 1939.090210
	Iteration 8F: 3 clusters Score -1327005 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -1328108.375000 Penalty: 1939.090210
	Iteration 9Q: 3 clusters Score -1328108 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -1328802.750000 Penalty: 1939.090210
	Iteration 10Q: 3 clusters Score -1328803 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -1329225.250000 Penalty: 1939.090210
	Iteration 11Q: 3 clusters Score -1329225 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -1329496.750000 Penalty: 1939.090210
	Iteration 12Q: 3 clusters Score -1329497 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -1329706.250000 Penalty: 1939.090210
	Iteration 13Q: 3 clusters Score -1329706 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -1329861.375000 Penalty: 1939.090210
	Iteration 14Q: 3 clusters Score -1329861 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -1329988.250000 Penalty: 1939.090210
	Iteration 15Q: 3 clusters Score -1329988 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -1330093.500000 Penalty: 1939.090210
	Iteration 16Q: 3 clusters Score -1330094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -1330184.625000 Penalty: 1939.090210
	Iteration 17Q: 3 clusters Score -1330185 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -1330272.250000 Penalty: 1939.090210
	Iteration 18Q: 3 clusters Score -1330272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -1330366.000000 Penalty: 1939.090210
	Iteration 19Q: 3 clusters Score -1330366 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -1330451.750000 Penalty: 1939.090210
	Iteration 20F: 3 clusters Score -1330452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -1330522.750000 Penalty: 1939.090210
	Iteration 21Q: 3 clusters Score -1330523 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -1330573.250000 Penalty: 1939.090210
	Iteration 22Q: 3 clusters Score -1330573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -1330602.250000 Penalty: 1939.090210
	Iteration 23Q: 3 clusters Score -1330602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -1330622.125000 Penalty: 1939.090210
	Iteration 24Q: 3 clusters Score -1330622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -1330640.250000 Penalty: 1939.090210
	Iteration 25Q: 3 clusters Score -1330640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -1330653.875000 Penalty: 1939.090210
	Iteration 26Q: 3 clusters Score -1330654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -1330668.875000 Penalty: 1939.090210
	Iteration 27Q: 3 clusters Score -1330669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -1330680.500000 Penalty: 1939.090210
	Iteration 28Q: 3 clusters Score -1330680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -1330687.875000 Penalty: 1939.090210
	Iteration 29Q: 3 clusters Score -1330688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -1330693.125000 Penalty: 1939.090210
	Iteration 30Q: 3 clusters Score -1330693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -1330703.125000 Penalty: 1939.090210
	Iteration 31Q: 3 clusters Score -1330703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -1330705.000000 Penalty: 1939.090210
	Iteration 32Q: 3 clusters Score -1330705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -1330710.375000 Penalty: 1939.090210
	Iteration 33Q: 3 clusters Score -1330710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -1330716.125000 Penalty: 1939.090210
	Iteration 34Q: 3 clusters Score -1330716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -1330721.000000 Penalty: 1939.090210
	Iteration 35Q: 3 clusters Score -1330721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -1330729.500000 Penalty: 1939.090210
	Iteration 36Q: 3 clusters Score -1330730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -1330734.250000 Penalty: 1939.090210
	Iteration 37Q: 3 clusters Score -1330734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -1330736.625000 Penalty: 1939.090210
	Iteration 38Q: 3 clusters Score -1330737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -1330738.500000 Penalty: 1939.090210
	Iteration 39Q: 3 clusters Score -1330738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -1330740.625000 Penalty: 1939.090210
	Iteration 40F: 3 clusters Score -1330741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -1330739.250000 Penalty: 1939.090210
	Iteration 41Q: 3 clusters Score -1330739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -1330739.250000 Penalty: 1939.090210
	Iteration 42F: 3 clusters Score -1330739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Entering Unmasked Estep 
Score: -347936.906250 Penalty: 834.364319
	Iteration 0F: 2 clusters Score -347936.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -343371.062500 Penalty: 1668.728638
	Iteration 0F: 3 clusters Score -343371.1 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -344892.156250 Penalty: 1668.728638
	Iteration 1F: 3 clusters Score -344892.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -345137.625000 Penalty: 1668.728638
	Iteration 2F: 3 clusters Score -345137.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -345349.843750 Penalty: 1668.728638
	Iteration 3F: 3 clusters Score -345349.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -345554.312500 Penalty: 1668.728638
	Iteration 4F: 3 clusters Score -345554.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -345755.312500 Penalty: 1668.728638
	Iteration 5F: 3 clusters Score -345755.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -345954.187500 Penalty: 1668.728638
	Iteration 6Q: 3 clusters Score -345954.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -346143.312500 Penalty: 1668.728638
	Iteration 7Q: 3 clusters Score -346143.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -346349.281250 Penalty: 1668.728638
	Iteration 8Q: 3 clusters Score -346349.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -346575.562500 Penalty: 1668.728638
	Iteration 9Q: 3 clusters Score -346575.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -346845.187500 Penalty: 1668.728638
	Iteration 10Q: 3 clusters Score -346845.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -347111.843750 Penalty: 1668.728638
	Iteration 11Q: 3 clusters Score -347111.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -347330.750000 Penalty: 1668.728638
	Iteration 12Q: 3 clusters Score -347330.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -347502.718750 Penalty: 1668.728638
	Iteration 13Q: 3 clusters Score -347502.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -347628.687500 Penalty: 1668.728638
	Iteration 14Q: 3 clusters Score -347628.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -347730.468750 Penalty: 1668.728638
	Iteration 15Q: 3 clusters Score -347730.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -347797.906250 Penalty: 1668.728638
	Iteration 16Q: 3 clusters Score -347797.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -347854.718750 Penalty: 1668.728638
	Iteration 17Q: 3 clusters Score -347854.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -347926.031250 Penalty: 1668.728638
	Iteration 18Q: 3 clusters Score -347926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -348000.656250 Penalty: 1668.728638
	Iteration 19Q: 3 clusters Score -348000.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -348066.437500 Penalty: 1668.728638
	Iteration 20F: 3 clusters Score -348066.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -348112.531250 Penalty: 1668.728638
	Iteration 21Q: 3 clusters Score -348112.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -348139.000000 Penalty: 1668.728638
	Iteration 22Q: 3 clusters Score -348139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -348151.562500 Penalty: 1668.728638
	Iteration 23Q: 3 clusters Score -348151.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -348160.500000 Penalty: 1668.728638
	Iteration 24Q: 3 clusters Score -348160.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -348168.312500 Penalty: 1668.728638
	Iteration 25Q: 3 clusters Score -348168.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -348171.562500 Penalty: 1668.728638
	Iteration 26Q: 3 clusters Score -348171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -348171.968750 Penalty: 1668.728638
	Iteration 27Q: 3 clusters Score -348172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -348173.093750 Penalty: 1668.728638
	Iteration 28Q: 3 clusters Score -348173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -348172.968750 Penalty: 1668.728638
	Iteration 29Q: 3 clusters Score -348173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -348173.593750 Penalty: 1668.728638
	Iteration 30Q: 3 clusters Score -348173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -348173.625000 Penalty: 1668.728638
	Iteration 31Q: 3 clusters Score -348173.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -348173.500000 Penalty: 1668.728638
	Iteration 32Q: 3 clusters Score -348173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -348174.031250 Penalty: 1668.728638
	Iteration 33Q: 3 clusters Score -348174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -348174.031250 Penalty: 1668.728638
	Iteration 34F: 3 clusters Score -348174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 35992 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 136527 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 12111 members 
Mstep: Class 20 contains 294799 members 
Mstep: Class 21 contains 13634 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 76286 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 1607 members 
Entering Unmasked Estep 
Score: -38628144.000000 Penalty: 33371.695312
Splitting cluster 4 changes total score from -38627620.000000 to -38628144.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -126830.656250 Penalty: 737.849854
	Iteration 0F: 2 clusters Score -126830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -124928.218750 Penalty: 1475.699707
	Iteration 0F: 3 clusters Score -124928.2 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -125462.164062 Penalty: 1475.699707
	Iteration 1F: 3 clusters Score -125462.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -125569.023438 Penalty: 1475.699707
	Iteration 2F: 3 clusters Score -125569 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -125641.218750 Penalty: 1475.699707
	Iteration 3Q: 3 clusters Score -125641.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -125693.835938 Penalty: 1475.699707
	Iteration 4Q: 3 clusters Score -125693.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -125739.093750 Penalty: 1475.699707
	Iteration 5Q: 3 clusters Score -125739.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -125785.851562 Penalty: 1475.699707
	Iteration 6Q: 3 clusters Score -125785.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -125826.679688 Penalty: 1475.699707
	Iteration 7Q: 3 clusters Score -125826.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -125867.851562 Penalty: 1475.699707
	Iteration 8Q: 3 clusters Score -125867.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -125903.710938 Penalty: 1475.699707
	Iteration 9Q: 3 clusters Score -125903.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -125925.640625 Penalty: 1475.699707
	Iteration 10Q: 3 clusters Score -125925.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -125939.945312 Penalty: 1475.699707
	Iteration 11Q: 3 clusters Score -125939.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -125950.945312 Penalty: 1475.699707
	Iteration 12Q: 3 clusters Score -125950.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -125964.125000 Penalty: 1475.699707
	Iteration 13Q: 3 clusters Score -125964.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -125975.453125 Penalty: 1475.699707
	Iteration 14Q: 3 clusters Score -125975.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -125989.148438 Penalty: 1475.699707
	Iteration 15Q: 3 clusters Score -125989.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -126000.539062 Penalty: 1475.699707
	Iteration 16Q: 3 clusters Score -126000.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -126006.453125 Penalty: 1475.699707
	Iteration 17Q: 3 clusters Score -126006.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -126011.156250 Penalty: 1475.699707
	Iteration 18Q: 3 clusters Score -126011.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -126013.085938 Penalty: 1475.699707
	Iteration 19Q: 3 clusters Score -126013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -126015.281250 Penalty: 1475.699707
	Iteration 20F: 3 clusters Score -126015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -126016.765625 Penalty: 1475.699707
	Iteration 21Q: 3 clusters Score -126016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -126018.765625 Penalty: 1475.699707
	Iteration 22Q: 3 clusters Score -126018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -126021.476562 Penalty: 1475.699707
	Iteration 23Q: 3 clusters Score -126021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -126023.156250 Penalty: 1475.699707
	Iteration 24Q: 3 clusters Score -126023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -126025.210938 Penalty: 1475.699707
	Iteration 25Q: 3 clusters Score -126025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -126026.312500 Penalty: 1475.699707
	Iteration 26Q: 3 clusters Score -126026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -126027.609375 Penalty: 1475.699707
	Iteration 27Q: 3 clusters Score -126027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -126028.882812 Penalty: 1475.699707
	Iteration 28Q: 3 clusters Score -126028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -126031.265625 Penalty: 1475.699707
	Iteration 29Q: 3 clusters Score -126031.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -126034.617188 Penalty: 1475.699707
	Iteration 30Q: 3 clusters Score -126034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -126036.601562 Penalty: 1475.699707
	Iteration 31Q: 3 clusters Score -126036.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -126037.468750 Penalty: 1475.699707
	Iteration 32Q: 3 clusters Score -126037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -126037.835938 Penalty: 1475.699707
	Iteration 33Q: 3 clusters Score -126037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -126038.210938 Penalty: 1475.699707
	Iteration 34Q: 3 clusters Score -126038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -126038.226562 Penalty: 1475.699707
	Iteration 35Q: 3 clusters Score -126038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -126038.929688 Penalty: 1475.699707
	Iteration 36Q: 3 clusters Score -126038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -126039.179688 Penalty: 1475.699707
	Iteration 37Q: 3 clusters Score -126039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -126039.179688 Penalty: 1475.699707
	Iteration 38F: 3 clusters Score -126039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Entering Unmasked Estep 
Score: -813570.437500 Penalty: 907.805115
	Iteration 0F: 2 clusters Score -813570.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -804001.187500 Penalty: 1815.610229
	Iteration 0F: 3 clusters Score -804001.2 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -807708.375000 Penalty: 1815.610229
	Iteration 1F: 3 clusters Score -807708.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -808072.812500 Penalty: 1815.610229
	Iteration 2F: 3 clusters Score -808072.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -808507.437500 Penalty: 1815.610229
	Iteration 3F: 3 clusters Score -808507.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -809047.187500 Penalty: 1815.610229
	Iteration 4F: 3 clusters Score -809047.2 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -809683.875000 Penalty: 1815.610229
	Iteration 5F: 3 clusters Score -809683.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -810394.375000 Penalty: 1815.610229
	Iteration 6F: 3 clusters Score -810394.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -811074.875000 Penalty: 1815.610229
	Iteration 7F: 3 clusters Score -811074.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -811562.437500 Penalty: 1815.610229
	Iteration 8Q: 3 clusters Score -811562.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -811900.625000 Penalty: 1815.610229
	Iteration 9Q: 3 clusters Score -811900.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -812147.437500 Penalty: 1815.610229
	Iteration 10Q: 3 clusters Score -812147.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -812340.812500 Penalty: 1815.610229
	Iteration 11Q: 3 clusters Score -812340.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -812462.500000 Penalty: 1815.610229
	Iteration 12Q: 3 clusters Score -812462.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -812550.125000 Penalty: 1815.610229
	Iteration 13Q: 3 clusters Score -812550.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -812605.625000 Penalty: 1815.610229
	Iteration 14Q: 3 clusters Score -812605.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -812633.187500 Penalty: 1815.610229
	Iteration 15Q: 3 clusters Score -812633.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -812654.125000 Penalty: 1815.610229
	Iteration 16Q: 3 clusters Score -812654.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -812667.937500 Penalty: 1815.610229
	Iteration 17Q: 3 clusters Score -812667.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -812680.500000 Penalty: 1815.610229
	Iteration 18Q: 3 clusters Score -812680.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -812692.750000 Penalty: 1815.610229
	Iteration 19Q: 3 clusters Score -812692.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -812700.750000 Penalty: 1815.610229
	Iteration 20F: 3 clusters Score -812700.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -812708.000000 Penalty: 1815.610229
	Iteration 21Q: 3 clusters Score -812708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -812713.500000 Penalty: 1815.610229
	Iteration 22Q: 3 clusters Score -812713.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -812718.937500 Penalty: 1815.610229
	Iteration 23Q: 3 clusters Score -812718.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -812722.812500 Penalty: 1815.610229
	Iteration 24Q: 3 clusters Score -812722.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -812727.875000 Penalty: 1815.610229
	Iteration 25Q: 3 clusters Score -812727.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -812730.312500 Penalty: 1815.610229
	Iteration 26Q: 3 clusters Score -812730.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -812731.937500 Penalty: 1815.610229
	Iteration 27Q: 3 clusters Score -812731.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -812735.500000 Penalty: 1815.610229
	Iteration 28Q: 3 clusters Score -812735.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -812739.000000 Penalty: 1815.610229
	Iteration 29Q: 3 clusters Score -812739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -812740.875000 Penalty: 1815.610229
	Iteration 30Q: 3 clusters Score -812740.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -812743.000000 Penalty: 1815.610229
	Iteration 31Q: 3 clusters Score -812743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -812743.875000 Penalty: 1815.610229
	Iteration 32Q: 3 clusters Score -812743.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -812747.312500 Penalty: 1815.610229
	Iteration 33Q: 3 clusters Score -812747.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -812748.312500 Penalty: 1815.610229
	Iteration 34Q: 3 clusters Score -812748.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -812754.312500 Penalty: 1815.610229
	Iteration 35Q: 3 clusters Score -812754.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -812757.875000 Penalty: 1815.610229
	Iteration 36Q: 3 clusters Score -812757.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -812760.625000 Penalty: 1815.610229
	Iteration 37Q: 3 clusters Score -812760.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -812764.750000 Penalty: 1815.610229
	Iteration 38Q: 3 clusters Score -812764.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -812767.937500 Penalty: 1815.610229
	Iteration 39Q: 3 clusters Score -812767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -812770.500000 Penalty: 1815.610229
	Iteration 40F: 3 clusters Score -812770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -812772.625000 Penalty: 1815.610229
	Iteration 41Q: 3 clusters Score -812772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -812772.187500 Penalty: 1815.610229
	Iteration 42Q: 3 clusters Score -812772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -812770.687500 Penalty: 1815.610229
	Iteration 43Q: 3 clusters Score -812770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -812772.250000 Penalty: 1815.610229
	Iteration 44Q: 3 clusters Score -812772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -812773.937500 Penalty: 1815.610229
	Iteration 45Q: 3 clusters Score -812773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -812773.625000 Penalty: 1815.610229
	Iteration 46Q: 3 clusters Score -812773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -812772.875000 Penalty: 1815.610229
	Iteration 47Q: 3 clusters Score -812772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -812772.500000 Penalty: 1815.610229
	Iteration 48Q: 3 clusters Score -812772.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -812772.500000 Penalty: 1815.610229
	Iteration 49F: 3 clusters Score -812772.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Entering Unmasked Estep 
Score: -1459261.625000 Penalty: 970.401489
	Iteration 0F: 2 clusters Score -1459262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1440924.500000 Penalty: 1940.802979
	Iteration 0F: 3 clusters Score -1440924 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1448768.000000 Penalty: 1940.802979
	Iteration 1F: 3 clusters Score -1448768 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1449603.250000 Penalty: 1940.802979
	Iteration 2F: 3 clusters Score -1449603 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1450701.000000 Penalty: 1940.802979
	Iteration 3F: 3 clusters Score -1450701 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1452006.625000 Penalty: 1940.802979
	Iteration 4F: 3 clusters Score -1452007 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -1453533.250000 Penalty: 1940.802979
	Iteration 5F: 3 clusters Score -1453533 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -1455045.500000 Penalty: 1940.802979
	Iteration 6F: 3 clusters Score -1455046 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -1456335.500000 Penalty: 1940.802979
	Iteration 7F: 3 clusters Score -1456336 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -1457201.250000 Penalty: 1940.802979
	Iteration 8Q: 3 clusters Score -1457201 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -1457683.375000 Penalty: 1940.802979
	Iteration 9Q: 3 clusters Score -1457683 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -1457977.375000 Penalty: 1940.802979
	Iteration 10Q: 3 clusters Score -1457977 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -1458170.000000 Penalty: 1940.802979
	Iteration 11Q: 3 clusters Score -1458170 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -1458321.000000 Penalty: 1940.802979
	Iteration 12Q: 3 clusters Score -1458321 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -1458418.750000 Penalty: 1940.802979
	Iteration 13Q: 3 clusters Score -1458419 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -1458465.125000 Penalty: 1940.802979
	Iteration 14Q: 3 clusters Score -1458465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -1458507.000000 Penalty: 1940.802979
	Iteration 15Q: 3 clusters Score -1458507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -1458623.125000 Penalty: 1940.802979
	Iteration 16Q: 3 clusters Score -1458623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -1458756.000000 Penalty: 1940.802979
	Iteration 17Q: 3 clusters Score -1458756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -1458821.500000 Penalty: 1940.802979
	Iteration 18Q: 3 clusters Score -1458822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -1458861.875000 Penalty: 1940.802979
	Iteration 19Q: 3 clusters Score -1458862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -1458886.875000 Penalty: 1940.802979
	Iteration 20F: 3 clusters Score -1458887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -1458911.125000 Penalty: 1940.802979
	Iteration 21Q: 3 clusters Score -1458911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -1458924.125000 Penalty: 1940.802979
	Iteration 22Q: 3 clusters Score -1458924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -1458933.750000 Penalty: 1940.802979
	Iteration 23Q: 3 clusters Score -1458934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -1458955.500000 Penalty: 1940.802979
	Iteration 24Q: 3 clusters Score -1458956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -1458961.250000 Penalty: 1940.802979
	Iteration 25Q: 3 clusters Score -1458961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -1458964.250000 Penalty: 1940.802979
	Iteration 26Q: 3 clusters Score -1458964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -1458965.500000 Penalty: 1940.802979
	Iteration 27Q: 3 clusters Score -1458966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -1458968.375000 Penalty: 1940.802979
	Iteration 28Q: 3 clusters Score -1458968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -1458969.875000 Penalty: 1940.802979
	Iteration 29Q: 3 clusters Score -1458970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -1458970.875000 Penalty: 1940.802979
	Iteration 30Q: 3 clusters Score -1458971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -1458971.375000 Penalty: 1940.802979
	Iteration 31Q: 3 clusters Score -1458971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -1458971.375000 Penalty: 1940.802979
	Iteration 32F: 3 clusters Score -1458971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -274382.218750 Penalty: 809.190308
	Iteration 0F: 2 clusters Score -274382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -270721.781250 Penalty: 1618.380615
	Iteration 0F: 3 clusters Score -270721.8 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -271896.000000 Penalty: 1618.380615
	Iteration 1F: 3 clusters Score -271896 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -272039.906250 Penalty: 1618.380615
	Iteration 2F: 3 clusters Score -272039.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -272172.093750 Penalty: 1618.380615
	Iteration 3F: 3 clusters Score -272172.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -272307.000000 Penalty: 1618.380615
	Iteration 4F: 3 clusters Score -272307 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -272454.250000 Penalty: 1618.380615
	Iteration 5F: 3 clusters Score -272454.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -272628.156250 Penalty: 1618.380615
	Iteration 6F: 3 clusters Score -272628.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -272817.937500 Penalty: 1618.380615
	Iteration 7F: 3 clusters Score -272817.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -273037.343750 Penalty: 1618.380615
	Iteration 8F: 3 clusters Score -273037.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -273260.812500 Penalty: 1618.380615
	Iteration 9F: 3 clusters Score -273260.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -273413.812500 Penalty: 1618.380615
	Iteration 10Q: 3 clusters Score -273413.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -273533.812500 Penalty: 1618.380615
	Iteration 11Q: 3 clusters Score -273533.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -273606.875000 Penalty: 1618.380615
	Iteration 12Q: 3 clusters Score -273606.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -273660.812500 Penalty: 1618.380615
	Iteration 13Q: 3 clusters Score -273660.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -273701.593750 Penalty: 1618.380615
	Iteration 14Q: 3 clusters Score -273701.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -273719.437500 Penalty: 1618.380615
	Iteration 15Q: 3 clusters Score -273719.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -273731.218750 Penalty: 1618.380615
	Iteration 16Q: 3 clusters Score -273731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -273743.343750 Penalty: 1618.380615
	Iteration 17Q: 3 clusters Score -273743.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -273757.375000 Penalty: 1618.380615
	Iteration 18Q: 3 clusters Score -273757.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -273766.562500 Penalty: 1618.380615
	Iteration 19Q: 3 clusters Score -273766.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -273773.343750 Penalty: 1618.380615
	Iteration 20F: 3 clusters Score -273773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -273777.812500 Penalty: 1618.380615
	Iteration 21Q: 3 clusters Score -273777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -273779.343750 Penalty: 1618.380615
	Iteration 22Q: 3 clusters Score -273779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -273780.156250 Penalty: 1618.380615
	Iteration 23Q: 3 clusters Score -273780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -273780.250000 Penalty: 1618.380615
	Iteration 24Q: 3 clusters Score -273780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -273782.156250 Penalty: 1618.380615
	Iteration 25Q: 3 clusters Score -273782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -273782.562500 Penalty: 1618.380615
	Iteration 26Q: 3 clusters Score -273782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -273782.562500 Penalty: 1618.380615
	Iteration 27F: 3 clusters Score -273782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Entering Unmasked Estep 
Score: -2059146.000000 Penalty: 996.649902
	Iteration 0F: 2 clusters Score -2059146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2035056.875000 Penalty: 1993.299805
	Iteration 0F: 3 clusters Score -2035057 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2045067.750000 Penalty: 1993.299805
	Iteration 1F: 3 clusters Score -2045068 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2045707.875000 Penalty: 1993.299805
	Iteration 2Q: 3 clusters Score -2045708 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2046529.500000 Penalty: 1993.299805
	Iteration 3F: 3 clusters Score -2046530 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2047566.625000 Penalty: 1993.299805
	Iteration 4F: 3 clusters Score -2047567 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2048811.875000 Penalty: 1993.299805
	Iteration 5F: 3 clusters Score -2048812 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2050143.125000 Penalty: 1993.299805
	Iteration 6F: 3 clusters Score -2050143 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2051585.250000 Penalty: 1993.299805
	Iteration 7F: 3 clusters Score -2051585 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2052978.500000 Penalty: 1993.299805
	Iteration 8F: 3 clusters Score -2052978 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2054205.625000 Penalty: 1993.299805
	Iteration 9F: 3 clusters Score -2054206 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2055264.375000 Penalty: 1993.299805
	Iteration 10Q: 3 clusters Score -2055264 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2056121.250000 Penalty: 1993.299805
	Iteration 11Q: 3 clusters Score -2056121 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2056816.750000 Penalty: 1993.299805
	Iteration 12Q: 3 clusters Score -2056817 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2057309.250000 Penalty: 1993.299805
	Iteration 13Q: 3 clusters Score -2057309 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2057668.875000 Penalty: 1993.299805
	Iteration 14Q: 3 clusters Score -2057669 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2057903.750000 Penalty: 1993.299805
	Iteration 15Q: 3 clusters Score -2057904 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2058078.250000 Penalty: 1993.299805
	Iteration 16Q: 3 clusters Score -2058078 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2058172.125000 Penalty: 1993.299805
	Iteration 17Q: 3 clusters Score -2058172 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2058225.750000 Penalty: 1993.299805
	Iteration 18Q: 3 clusters Score -2058226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2058263.500000 Penalty: 1993.299805
	Iteration 19Q: 3 clusters Score -2058264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2058282.250000 Penalty: 1993.299805
	Iteration 20F: 3 clusters Score -2058282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2058297.750000 Penalty: 1993.299805
	Iteration 21Q: 3 clusters Score -2058298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2058318.000000 Penalty: 1993.299805
	Iteration 22Q: 3 clusters Score -2058318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2058326.750000 Penalty: 1993.299805
	Iteration 23Q: 3 clusters Score -2058327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2058337.250000 Penalty: 1993.299805
	Iteration 24Q: 3 clusters Score -2058337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2058345.375000 Penalty: 1993.299805
	Iteration 25Q: 3 clusters Score -2058345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2058349.625000 Penalty: 1993.299805
	Iteration 26Q: 3 clusters Score -2058350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2058351.875000 Penalty: 1993.299805
	Iteration 27Q: 3 clusters Score -2058352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2058351.250000 Penalty: 1993.299805
	Iteration 28Q: 3 clusters Score -2058351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2058351.500000 Penalty: 1993.299805
	Iteration 29Q: 3 clusters Score -2058352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2058349.500000 Penalty: 1993.299805
	Iteration 30Q: 3 clusters Score -2058350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2058353.375000 Penalty: 1993.299805
	Iteration 31Q: 3 clusters Score -2058353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2058353.500000 Penalty: 1993.299805
	Iteration 32Q: 3 clusters Score -2058354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2058354.625000 Penalty: 1993.299805
	Iteration 33Q: 3 clusters Score -2058355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2058357.375000 Penalty: 1993.299805
	Iteration 34Q: 3 clusters Score -2058357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2058356.500000 Penalty: 1993.299805
	Iteration 35Q: 3 clusters Score -2058356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2058359.875000 Penalty: 1993.299805
	Iteration 36Q: 3 clusters Score -2058360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2058361.750000 Penalty: 1993.299805
	Iteration 37Q: 3 clusters Score -2058362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2058363.750000 Penalty: 1993.299805
	Iteration 38Q: 3 clusters Score -2058364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2058366.625000 Penalty: 1993.299805
	Iteration 39Q: 3 clusters Score -2058367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2058368.375000 Penalty: 1993.299805
	Iteration 40F: 3 clusters Score -2058368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2058371.750000 Penalty: 1993.299805
	Iteration 41Q: 3 clusters Score -2058372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2058371.500000 Penalty: 1993.299805
	Iteration 42Q: 3 clusters Score -2058372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2058376.250000 Penalty: 1993.299805
	Iteration 43Q: 3 clusters Score -2058376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2058377.375000 Penalty: 1993.299805
	Iteration 44Q: 3 clusters Score -2058377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2058380.000000 Penalty: 1993.299805
	Iteration 45Q: 3 clusters Score -2058380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2058380.375000 Penalty: 1993.299805
	Iteration 46Q: 3 clusters Score -2058380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2058381.625000 Penalty: 1993.299805
	Iteration 47Q: 3 clusters Score -2058382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2058384.250000 Penalty: 1993.299805
	Iteration 48Q: 3 clusters Score -2058384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2058385.125000 Penalty: 1993.299805
	Iteration 49Q: 3 clusters Score -2058385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2058388.000000 Penalty: 1993.299805
	Iteration 50Q: 3 clusters Score -2058388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2058388.250000 Penalty: 1993.299805
	Iteration 51Q: 3 clusters Score -2058388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2058389.500000 Penalty: 1993.299805
	Iteration 52Q: 3 clusters Score -2058390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2058389.500000 Penalty: 1993.299805
	Iteration 53F: 3 clusters Score -2058390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -146542.000000 Penalty: 767.475403
	Iteration 0F: 2 clusters Score -146542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -144156.437500 Penalty: 1534.950806
	Iteration 0F: 3 clusters Score -144156.4 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -145082.734375 Penalty: 1534.950806
	Iteration 1F: 3 clusters Score -145082.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -145365.109375 Penalty: 1534.950806
	Iteration 2F: 3 clusters Score -145365.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -145528.000000 Penalty: 1534.950806
	Iteration 3F: 3 clusters Score -145528 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -145629.609375 Penalty: 1534.950806
	Iteration 4F: 3 clusters Score -145629.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -145700.875000 Penalty: 1534.950806
	Iteration 5Q: 3 clusters Score -145700.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -145753.921875 Penalty: 1534.950806
	Iteration 6Q: 3 clusters Score -145753.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -145792.250000 Penalty: 1534.950806
	Iteration 7Q: 3 clusters Score -145792.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -145830.187500 Penalty: 1534.950806
	Iteration 8Q: 3 clusters Score -145830.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -145881.031250 Penalty: 1534.950806
	Iteration 9Q: 3 clusters Score -145881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -145930.312500 Penalty: 1534.950806
	Iteration 10Q: 3 clusters Score -145930.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -145992.203125 Penalty: 1534.950806
	Iteration 11Q: 3 clusters Score -145992.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -146048.609375 Penalty: 1534.950806
	Iteration 12Q: 3 clusters Score -146048.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -146112.734375 Penalty: 1534.950806
	Iteration 13Q: 3 clusters Score -146112.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -146185.671875 Penalty: 1534.950806
	Iteration 14Q: 3 clusters Score -146185.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -146243.796875 Penalty: 1534.950806
	Iteration 15Q: 3 clusters Score -146243.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -146302.546875 Penalty: 1534.950806
	Iteration 16Q: 3 clusters Score -146302.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -146379.703125 Penalty: 1534.950806
	Iteration 17Q: 3 clusters Score -146379.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -146467.562500 Penalty: 1534.950806
	Iteration 18Q: 3 clusters Score -146467.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -146532.828125 Penalty: 1534.950806
	Iteration 19Q: 3 clusters Score -146532.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -146573.156250 Penalty: 1534.950806
	Iteration 20F: 3 clusters Score -146573.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -146621.843750 Penalty: 1534.950806
	Iteration 21Q: 3 clusters Score -146621.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -146680.515625 Penalty: 1534.950806
	Iteration 22Q: 3 clusters Score -146680.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -146727.640625 Penalty: 1534.950806
	Iteration 23Q: 3 clusters Score -146727.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -146772.171875 Penalty: 1534.950806
	Iteration 24Q: 3 clusters Score -146772.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -146798.406250 Penalty: 1534.950806
	Iteration 25Q: 3 clusters Score -146798.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -146813.984375 Penalty: 1534.950806
	Iteration 26Q: 3 clusters Score -146814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -146824.109375 Penalty: 1534.950806
	Iteration 27Q: 3 clusters Score -146824.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -146834.328125 Penalty: 1534.950806
	Iteration 28Q: 3 clusters Score -146834.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -146840.796875 Penalty: 1534.950806
	Iteration 29Q: 3 clusters Score -146840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -146851.140625 Penalty: 1534.950806
	Iteration 30Q: 3 clusters Score -146851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -146862.015625 Penalty: 1534.950806
	Iteration 31Q: 3 clusters Score -146862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -146869.625000 Penalty: 1534.950806
	Iteration 32Q: 3 clusters Score -146869.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -146877.343750 Penalty: 1534.950806
	Iteration 33Q: 3 clusters Score -146877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -146881.390625 Penalty: 1534.950806
	Iteration 34Q: 3 clusters Score -146881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -146886.218750 Penalty: 1534.950806
	Iteration 35Q: 3 clusters Score -146886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -146890.484375 Penalty: 1534.950806
	Iteration 36Q: 3 clusters Score -146890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -146892.687500 Penalty: 1534.950806
	Iteration 37Q: 3 clusters Score -146892.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -146893.812500 Penalty: 1534.950806
	Iteration 38Q: 3 clusters Score -146893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -146897.968750 Penalty: 1534.950806
	Iteration 39Q: 3 clusters Score -146898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -146899.593750 Penalty: 1534.950806
	Iteration 40F: 3 clusters Score -146899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -146900.500000 Penalty: 1534.950806
	Iteration 41Q: 3 clusters Score -146900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -146901.546875 Penalty: 1534.950806
	Iteration 42Q: 3 clusters Score -146901.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -146903.281250 Penalty: 1534.950806
	Iteration 43Q: 3 clusters Score -146903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -146904.609375 Penalty: 1534.950806
	Iteration 44Q: 3 clusters Score -146904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -146907.187500 Penalty: 1534.950806
	Iteration 45Q: 3 clusters Score -146907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -146909.562500 Penalty: 1534.950806
	Iteration 46Q: 3 clusters Score -146909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -146910.546875 Penalty: 1534.950806
	Iteration 47Q: 3 clusters Score -146910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -146912.640625 Penalty: 1534.950806
	Iteration 48Q: 3 clusters Score -146912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -146913.531250 Penalty: 1534.950806
	Iteration 49Q: 3 clusters Score -146913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -146914.437500 Penalty: 1534.950806
	Iteration 50Q: 3 clusters Score -146914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -146915.765625 Penalty: 1534.950806
	Iteration 51Q: 3 clusters Score -146915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -146916.984375 Penalty: 1534.950806
	Iteration 52Q: 3 clusters Score -146917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -146916.984375 Penalty: 1534.950806
	Iteration 53F: 3 clusters Score -146917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 35992 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 136527 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 12111 members 
Mstep: Class 20 contains 294799 members 
Mstep: Class 21 contains 13634 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 76286 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 2883 members 
Entering Unmasked Estep 
Score: -38628092.000000 Penalty: 34655.218750
Splitting cluster 10 changes total score from -38627620.000000 to -38628092.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -161679.390625 Penalty: 765.089050
	Iteration 0F: 2 clusters Score -161679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -159216.046875 Penalty: 1530.178101
	Iteration 0F: 3 clusters Score -159216 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -159883.296875 Penalty: 1530.178101
	Iteration 1F: 3 clusters Score -159883.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -160008.140625 Penalty: 1530.178101
	Iteration 2F: 3 clusters Score -160008.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -160118.984375 Penalty: 1530.178101
	Iteration 3F: 3 clusters Score -160119 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -160262.250000 Penalty: 1530.178101
	Iteration 4F: 3 clusters Score -160262.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160387.031250 Penalty: 1530.178101
	Iteration 5F: 3 clusters Score -160387 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160507.500000 Penalty: 1530.178101
	Iteration 6F: 3 clusters Score -160507.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160633.093750 Penalty: 1530.178101
	Iteration 7Q: 3 clusters Score -160633.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -160744.234375 Penalty: 1530.178101
	Iteration 8Q: 3 clusters Score -160744.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -160835.828125 Penalty: 1530.178101
	Iteration 9Q: 3 clusters Score -160835.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -160909.093750 Penalty: 1530.178101
	Iteration 10Q: 3 clusters Score -160909.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -160963.046875 Penalty: 1530.178101
	Iteration 11Q: 3 clusters Score -160963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -161004.562500 Penalty: 1530.178101
	Iteration 12Q: 3 clusters Score -161004.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -161036.468750 Penalty: 1530.178101
	Iteration 13Q: 3 clusters Score -161036.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -161055.421875 Penalty: 1530.178101
	Iteration 14Q: 3 clusters Score -161055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -161068.187500 Penalty: 1530.178101
	Iteration 15Q: 3 clusters Score -161068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -161072.890625 Penalty: 1530.178101
	Iteration 16Q: 3 clusters Score -161072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -161077.578125 Penalty: 1530.178101
	Iteration 17Q: 3 clusters Score -161077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -161079.984375 Penalty: 1530.178101
	Iteration 18Q: 3 clusters Score -161080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -161081.250000 Penalty: 1530.178101
	Iteration 19Q: 3 clusters Score -161081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -161081.781250 Penalty: 1530.178101
	Iteration 20F: 3 clusters Score -161081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Entering Unmasked Estep 
Score: -274692.375000 Penalty: 827.179504
	Iteration 0F: 2 clusters Score -274692.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -270529.718750 Penalty: 1654.359009
	Iteration 0F: 3 clusters Score -270529.7 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -271960.343750 Penalty: 1654.359009
	Iteration 1F: 3 clusters Score -271960.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -272206.875000 Penalty: 1654.359009
	Iteration 2F: 3 clusters Score -272206.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -272414.125000 Penalty: 1654.359009
	Iteration 3F: 3 clusters Score -272414.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -272598.281250 Penalty: 1654.359009
	Iteration 4F: 3 clusters Score -272598.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -272722.406250 Penalty: 1654.359009
	Iteration 5Q: 3 clusters Score -272722.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -272820.187500 Penalty: 1654.359009
	Iteration 6Q: 3 clusters Score -272820.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -272924.312500 Penalty: 1654.359009
	Iteration 7Q: 3 clusters Score -272924.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -273012.781250 Penalty: 1654.359009
	Iteration 8Q: 3 clusters Score -273012.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -273094.406250 Penalty: 1654.359009
	Iteration 9Q: 3 clusters Score -273094.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -273189.375000 Penalty: 1654.359009
	Iteration 10Q: 3 clusters Score -273189.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -273293.843750 Penalty: 1654.359009
	Iteration 11Q: 3 clusters Score -273293.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -273408.906250 Penalty: 1654.359009
	Iteration 12Q: 3 clusters Score -273408.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -273520.281250 Penalty: 1654.359009
	Iteration 13Q: 3 clusters Score -273520.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -273629.718750 Penalty: 1654.359009
	Iteration 14Q: 3 clusters Score -273629.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -273727.281250 Penalty: 1654.359009
	Iteration 15Q: 3 clusters Score -273727.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -273837.281250 Penalty: 1654.359009
	Iteration 16Q: 3 clusters Score -273837.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -273961.906250 Penalty: 1654.359009
	Iteration 17Q: 3 clusters Score -273961.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -274088.375000 Penalty: 1654.359009
	Iteration 18Q: 3 clusters Score -274088.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -274170.718750 Penalty: 1654.359009
	Iteration 19Q: 3 clusters Score -274170.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -274215.000000 Penalty: 1654.359009
	Iteration 20F: 3 clusters Score -274215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -274241.687500 Penalty: 1654.359009
	Iteration 21Q: 3 clusters Score -274241.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -274255.250000 Penalty: 1654.359009
	Iteration 22Q: 3 clusters Score -274255.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -274263.812500 Penalty: 1654.359009
	Iteration 23Q: 3 clusters Score -274263.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -274268.281250 Penalty: 1654.359009
	Iteration 24Q: 3 clusters Score -274268.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -274274.093750 Penalty: 1654.359009
	Iteration 25Q: 3 clusters Score -274274.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -274276.218750 Penalty: 1654.359009
	Iteration 26Q: 3 clusters Score -274276.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -274279.906250 Penalty: 1654.359009
	Iteration 27Q: 3 clusters Score -274279.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -274283.187500 Penalty: 1654.359009
	Iteration 28Q: 3 clusters Score -274283.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -274287.937500 Penalty: 1654.359009
	Iteration 29Q: 3 clusters Score -274287.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -274293.281250 Penalty: 1654.359009
	Iteration 30Q: 3 clusters Score -274293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -274295.187500 Penalty: 1654.359009
	Iteration 31Q: 3 clusters Score -274295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -274297.312500 Penalty: 1654.359009
	Iteration 32Q: 3 clusters Score -274297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -274299.031250 Penalty: 1654.359009
	Iteration 33Q: 3 clusters Score -274299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -274300.062500 Penalty: 1654.359009
	Iteration 34Q: 3 clusters Score -274300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -274302.718750 Penalty: 1654.359009
	Iteration 35Q: 3 clusters Score -274302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -274306.781250 Penalty: 1654.359009
	Iteration 36Q: 3 clusters Score -274306.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -274308.031250 Penalty: 1654.359009
	Iteration 37Q: 3 clusters Score -274308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -274311.843750 Penalty: 1654.359009
	Iteration 38Q: 3 clusters Score -274311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -274314.781250 Penalty: 1654.359009
	Iteration 39Q: 3 clusters Score -274314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -274315.218750 Penalty: 1654.359009
	Iteration 40F: 3 clusters Score -274315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -274315.343750 Penalty: 1654.359009
	Iteration 41Q: 3 clusters Score -274315.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -274315.062500 Penalty: 1654.359009
	Iteration 42Q: 3 clusters Score -274315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -274315.062500 Penalty: 1654.359009
	Iteration 43F: 3 clusters Score -274315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Entering Unmasked Estep 
Score: -1673028.250000 Penalty: 968.432678
	Iteration 0F: 2 clusters Score -1673028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1655134.625000 Penalty: 1936.865356
	Iteration 0F: 3 clusters Score -1655135 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1662333.250000 Penalty: 1936.865356
	Iteration 1F: 3 clusters Score -1662333 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1662648.250000 Penalty: 1936.865356
	Iteration 2Q: 3 clusters Score -1662648 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1662966.125000 Penalty: 1936.865356
	Iteration 3Q: 3 clusters Score -1662966 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1663349.750000 Penalty: 1936.865356
	Iteration 4Q: 3 clusters Score -1663350 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1663882.000000 Penalty: 1936.865356
	Iteration 5Q: 3 clusters Score -1663882 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1664673.000000 Penalty: 1936.865356
	Iteration 6Q: 3 clusters Score -1664673 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1665785.000000 Penalty: 1936.865356
	Iteration 7F: 3 clusters Score -1665785 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1666876.250000 Penalty: 1936.865356
	Iteration 8F: 3 clusters Score -1666876 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1667510.625000 Penalty: 1936.865356
	Iteration 9F: 3 clusters Score -1667511 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1667710.875000 Penalty: 1936.865356
	Iteration 10Q: 3 clusters Score -1667711 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1667802.500000 Penalty: 1936.865356
	Iteration 11Q: 3 clusters Score -1667802 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1667853.875000 Penalty: 1936.865356
	Iteration 12Q: 3 clusters Score -1667854 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1667902.500000 Penalty: 1936.865356
	Iteration 13Q: 3 clusters Score -1667902 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1667950.875000 Penalty: 1936.865356
	Iteration 14Q: 3 clusters Score -1667951 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1667997.625000 Penalty: 1936.865356
	Iteration 15Q: 3 clusters Score -1667998 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1668035.750000 Penalty: 1936.865356
	Iteration 16Q: 3 clusters Score -1668036 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1668070.500000 Penalty: 1936.865356
	Iteration 17Q: 3 clusters Score -1668070 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1668085.875000 Penalty: 1936.865356
	Iteration 18Q: 3 clusters Score -1668086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1668113.500000 Penalty: 1936.865356
	Iteration 19Q: 3 clusters Score -1668114 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1668128.625000 Penalty: 1936.865356
	Iteration 20F: 3 clusters Score -1668129 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1668152.125000 Penalty: 1936.865356
	Iteration 21Q: 3 clusters Score -1668152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1668162.750000 Penalty: 1936.865356
	Iteration 22Q: 3 clusters Score -1668163 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1668182.500000 Penalty: 1936.865356
	Iteration 23Q: 3 clusters Score -1668182 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1668214.375000 Penalty: 1936.865356
	Iteration 24Q: 3 clusters Score -1668214 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1668250.375000 Penalty: 1936.865356
	Iteration 25Q: 3 clusters Score -1668250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1668283.875000 Penalty: 1936.865356
	Iteration 26Q: 3 clusters Score -1668284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1668311.000000 Penalty: 1936.865356
	Iteration 27Q: 3 clusters Score -1668311 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1668333.250000 Penalty: 1936.865356
	Iteration 28Q: 3 clusters Score -1668333 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1668373.125000 Penalty: 1936.865356
	Iteration 29Q: 3 clusters Score -1668373 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1668412.625000 Penalty: 1936.865356
	Iteration 30Q: 3 clusters Score -1668413 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1668438.750000 Penalty: 1936.865356
	Iteration 31Q: 3 clusters Score -1668439 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1668483.875000 Penalty: 1936.865356
	Iteration 32Q: 3 clusters Score -1668484 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1668518.375000 Penalty: 1936.865356
	Iteration 33Q: 3 clusters Score -1668518 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1668544.375000 Penalty: 1936.865356
	Iteration 34Q: 3 clusters Score -1668544 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1668565.250000 Penalty: 1936.865356
	Iteration 35Q: 3 clusters Score -1668565 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1668605.250000 Penalty: 1936.865356
	Iteration 36Q: 3 clusters Score -1668605 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1668650.875000 Penalty: 1936.865356
	Iteration 37Q: 3 clusters Score -1668651 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1668693.000000 Penalty: 1936.865356
	Iteration 38Q: 3 clusters Score -1668693 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1668735.625000 Penalty: 1936.865356
	Iteration 39Q: 3 clusters Score -1668736 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1668780.875000 Penalty: 1936.865356
	Iteration 40F: 3 clusters Score -1668781 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1668829.250000 Penalty: 1936.865356
	Iteration 41Q: 3 clusters Score -1668829 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1668874.750000 Penalty: 1936.865356
	Iteration 42Q: 3 clusters Score -1668875 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -1668922.250000 Penalty: 1936.865356
	Iteration 43Q: 3 clusters Score -1668922 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1668971.375000 Penalty: 1936.865356
	Iteration 44Q: 3 clusters Score -1668971 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1669048.875000 Penalty: 1936.865356
	Iteration 45Q: 3 clusters Score -1669049 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -1669135.750000 Penalty: 1936.865356
	Iteration 46Q: 3 clusters Score -1669136 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1669215.000000 Penalty: 1936.865356
	Iteration 47Q: 3 clusters Score -1669215 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1669326.625000 Penalty: 1936.865356
	Iteration 48Q: 3 clusters Score -1669327 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -1669435.875000 Penalty: 1936.865356
	Iteration 49Q: 3 clusters Score -1669436 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -1669548.500000 Penalty: 1936.865356
	Iteration 50Q: 3 clusters Score -1669548 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -1669645.125000 Penalty: 1936.865356
	Iteration 51Q: 3 clusters Score -1669645 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -1669737.875000 Penalty: 1936.865356
	Iteration 52Q: 3 clusters Score -1669738 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -1669861.250000 Penalty: 1936.865356
	Iteration 53Q: 3 clusters Score -1669861 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -1669992.875000 Penalty: 1936.865356
	Iteration 54Q: 3 clusters Score -1669993 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -1670143.125000 Penalty: 1936.865356
	Iteration 55Q: 3 clusters Score -1670143 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1670310.750000 Penalty: 1936.865356
	Iteration 56Q: 3 clusters Score -1670311 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -1670485.000000 Penalty: 1936.865356
	Iteration 57Q: 3 clusters Score -1670485 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -1670665.625000 Penalty: 1936.865356
	Iteration 58Q: 3 clusters Score -1670666 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -1670852.625000 Penalty: 1936.865356
	Iteration 59Q: 3 clusters Score -1670853 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -1671032.250000 Penalty: 1936.865356
	Iteration 60F: 3 clusters Score -1671032 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -1671183.375000 Penalty: 1936.865356
	Iteration 61Q: 3 clusters Score -1671183 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -1671347.750000 Penalty: 1936.865356
	Iteration 62Q: 3 clusters Score -1671348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -1671502.250000 Penalty: 1936.865356
	Iteration 63Q: 3 clusters Score -1671502 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -1671624.750000 Penalty: 1936.865356
	Iteration 64Q: 3 clusters Score -1671625 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -1671749.000000 Penalty: 1936.865356
	Iteration 65Q: 3 clusters Score -1671749 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -1671845.375000 Penalty: 1936.865356
	Iteration 66Q: 3 clusters Score -1671845 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -1671908.250000 Penalty: 1936.865356
	Iteration 67Q: 3 clusters Score -1671908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -1671964.000000 Penalty: 1936.865356
	Iteration 68Q: 3 clusters Score -1671964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -1672014.125000 Penalty: 1936.865356
	Iteration 69Q: 3 clusters Score -1672014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -1672042.875000 Penalty: 1936.865356
	Iteration 70Q: 3 clusters Score -1672043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -1672067.500000 Penalty: 1936.865356
	Iteration 71Q: 3 clusters Score -1672068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -1672078.250000 Penalty: 1936.865356
	Iteration 72Q: 3 clusters Score -1672078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -1672094.750000 Penalty: 1936.865356
	Iteration 73Q: 3 clusters Score -1672095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -1672107.500000 Penalty: 1936.865356
	Iteration 74Q: 3 clusters Score -1672108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -1672115.000000 Penalty: 1936.865356
	Iteration 75Q: 3 clusters Score -1672115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -1672129.000000 Penalty: 1936.865356
	Iteration 76Q: 3 clusters Score -1672129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -1672146.000000 Penalty: 1936.865356
	Iteration 77Q: 3 clusters Score -1672146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -1672156.375000 Penalty: 1936.865356
	Iteration 78Q: 3 clusters Score -1672156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -1672168.250000 Penalty: 1936.865356
	Iteration 79Q: 3 clusters Score -1672168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -1672174.375000 Penalty: 1936.865356
	Iteration 80F: 3 clusters Score -1672174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -1672180.500000 Penalty: 1936.865356
	Iteration 81Q: 3 clusters Score -1672180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -1672183.375000 Penalty: 1936.865356
	Iteration 82Q: 3 clusters Score -1672183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -1672191.125000 Penalty: 1936.865356
	Iteration 83Q: 3 clusters Score -1672191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -1672197.250000 Penalty: 1936.865356
	Iteration 84Q: 3 clusters Score -1672197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -1672207.250000 Penalty: 1936.865356
	Iteration 85Q: 3 clusters Score -1672207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -1672220.000000 Penalty: 1936.865356
	Iteration 86Q: 3 clusters Score -1672220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -1672226.000000 Penalty: 1936.865356
	Iteration 87Q: 3 clusters Score -1672226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -1672232.875000 Penalty: 1936.865356
	Iteration 88Q: 3 clusters Score -1672233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -1672237.875000 Penalty: 1936.865356
	Iteration 89Q: 3 clusters Score -1672238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -1672242.875000 Penalty: 1936.865356
	Iteration 90Q: 3 clusters Score -1672243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -1672244.250000 Penalty: 1936.865356
	Iteration 91Q: 3 clusters Score -1672244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -1672247.125000 Penalty: 1936.865356
	Iteration 92Q: 3 clusters Score -1672247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -1672248.625000 Penalty: 1936.865356
	Iteration 93Q: 3 clusters Score -1672249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -1672249.125000 Penalty: 1936.865356
	Iteration 94Q: 3 clusters Score -1672249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -1672253.125000 Penalty: 1936.865356
	Iteration 95Q: 3 clusters Score -1672253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -1672256.000000 Penalty: 1936.865356
	Iteration 96Q: 3 clusters Score -1672256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -1672256.000000 Penalty: 1936.865356
	Iteration 97F: 3 clusters Score -1672256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -166135.703125 Penalty: 772.467529
	Iteration 0F: 2 clusters Score -166135.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -163565.312500 Penalty: 1544.935059
	Iteration 0F: 3 clusters Score -163565.3 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -164358.781250 Penalty: 1544.935059
	Iteration 1F: 3 clusters Score -164358.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -164523.890625 Penalty: 1544.935059
	Iteration 2F: 3 clusters Score -164523.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -164666.828125 Penalty: 1544.935059
	Iteration 3F: 3 clusters Score -164666.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -164817.750000 Penalty: 1544.935059
	Iteration 4F: 3 clusters Score -164817.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -164963.000000 Penalty: 1544.935059
	Iteration 5F: 3 clusters Score -164963 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -165080.125000 Penalty: 1544.935059
	Iteration 6F: 3 clusters Score -165080.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -165190.312500 Penalty: 1544.935059
	Iteration 7Q: 3 clusters Score -165190.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -165266.843750 Penalty: 1544.935059
	Iteration 8Q: 3 clusters Score -165266.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -165330.953125 Penalty: 1544.935059
	Iteration 9Q: 3 clusters Score -165331 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -165382.593750 Penalty: 1544.935059
	Iteration 10Q: 3 clusters Score -165382.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -165421.875000 Penalty: 1544.935059
	Iteration 11Q: 3 clusters Score -165421.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -165444.171875 Penalty: 1544.935059
	Iteration 12Q: 3 clusters Score -165444.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -165455.625000 Penalty: 1544.935059
	Iteration 13Q: 3 clusters Score -165455.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -165466.703125 Penalty: 1544.935059
	Iteration 14Q: 3 clusters Score -165466.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -165474.937500 Penalty: 1544.935059
	Iteration 15Q: 3 clusters Score -165474.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -165481.531250 Penalty: 1544.935059
	Iteration 16Q: 3 clusters Score -165481.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -165485.187500 Penalty: 1544.935059
	Iteration 17Q: 3 clusters Score -165485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -165487.468750 Penalty: 1544.935059
	Iteration 18Q: 3 clusters Score -165487.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -165489.062500 Penalty: 1544.935059
	Iteration 19Q: 3 clusters Score -165489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -165490.437500 Penalty: 1544.935059
	Iteration 20F: 3 clusters Score -165490.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -165492.156250 Penalty: 1544.935059
	Iteration 21Q: 3 clusters Score -165492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -165493.703125 Penalty: 1544.935059
	Iteration 22Q: 3 clusters Score -165493.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -165495.500000 Penalty: 1544.935059
	Iteration 23Q: 3 clusters Score -165495.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -165499.140625 Penalty: 1544.935059
	Iteration 24Q: 3 clusters Score -165499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -165501.765625 Penalty: 1544.935059
	Iteration 25Q: 3 clusters Score -165501.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -165505.562500 Penalty: 1544.935059
	Iteration 26Q: 3 clusters Score -165505.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -165509.093750 Penalty: 1544.935059
	Iteration 27Q: 3 clusters Score -165509.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -165511.468750 Penalty: 1544.935059
	Iteration 28Q: 3 clusters Score -165511.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -165512.250000 Penalty: 1544.935059
	Iteration 29Q: 3 clusters Score -165512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -165513.437500 Penalty: 1544.935059
	Iteration 30Q: 3 clusters Score -165513.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -165514.281250 Penalty: 1544.935059
	Iteration 31Q: 3 clusters Score -165514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -165515.156250 Penalty: 1544.935059
	Iteration 32Q: 3 clusters Score -165515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -165515.656250 Penalty: 1544.935059
	Iteration 33Q: 3 clusters Score -165515.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -165515.937500 Penalty: 1544.935059
	Iteration 34Q: 3 clusters Score -165515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -165516.031250 Penalty: 1544.935059
	Iteration 35Q: 3 clusters Score -165516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -165516.031250 Penalty: 1544.935059
	Iteration 36F: 3 clusters Score -165516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136527 members 
Entering Unmasked Estep 
Score: -7425119.500000 Penalty: 1123.306396
	Iteration 0F: 2 clusters Score -7425120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -7333185.000000 Penalty: 2246.612793
	Iteration 0F: 3 clusters Score -7333185 nChanged 66480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -7373733.500000 Penalty: 2246.612793
	Iteration 1F: 3 clusters Score -7373734 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -7376617.500000 Penalty: 2246.612793
	Iteration 2Q: 3 clusters Score -7376618 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -7381811.500000 Penalty: 2246.612793
	Iteration 3F: 3 clusters Score -7381812 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -7390659.000000 Penalty: 2246.612793
	Iteration 4F: 3 clusters Score -7390659 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 113576 members 
Entering Unmasked Estep 
Score: -7402410.500000 Penalty: 2246.612793
	Iteration 5F: 3 clusters Score -7402410 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 123989 members 
Entering Unmasked Estep 
Score: -7412831.500000 Penalty: 2246.612793
	Iteration 6F: 3 clusters Score -7412832 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 130527 members 
Entering Unmasked Estep 
Score: -7419110.000000 Penalty: 2246.612793
	Iteration 7Q: 3 clusters Score -7419110 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 133775 members 
Entering Unmasked Estep 
Score: -7422043.000000 Penalty: 2246.612793
	Iteration 8Q: 3 clusters Score -7422043 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 135180 members 
Entering Unmasked Estep 
Score: -7423223.500000 Penalty: 2246.612793
	Iteration 9Q: 3 clusters Score -7423224 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 135737 members 
Entering Unmasked Estep 
Score: -7423770.500000 Penalty: 2246.612793
	Iteration 10Q: 3 clusters Score -7423770 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 135963 members 
Entering Unmasked Estep 
Score: -7423989.500000 Penalty: 2246.612793
	Iteration 11Q: 3 clusters Score -7423990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 136059 members 
Entering Unmasked Estep 
Score: -7424108.000000 Penalty: 2246.612793
	Iteration 12Q: 3 clusters Score -7424108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -7424167.500000 Penalty: 2246.612793
	Iteration 13Q: 3 clusters Score -7424168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 136102 members 
Entering Unmasked Estep 
Score: -7424208.500000 Penalty: 2246.612793
	Iteration 14Q: 3 clusters Score -7424208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 136105 members 
Entering Unmasked Estep 
Score: -7424258.000000 Penalty: 2246.612793
	Iteration 15Q: 3 clusters Score -7424258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 136108 members 
Entering Unmasked Estep 
Score: -7424297.000000 Penalty: 2246.612793
	Iteration 16Q: 3 clusters Score -7424297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 136112 members 
Entering Unmasked Estep 
Score: -7424320.500000 Penalty: 2246.612793
	Iteration 17Q: 3 clusters Score -7424320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 136111 members 
Entering Unmasked Estep 
Score: -7424337.500000 Penalty: 2246.612793
	Iteration 18Q: 3 clusters Score -7424338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 136116 members 
Entering Unmasked Estep 
Score: -7424348.500000 Penalty: 2246.612793
	Iteration 19Q: 3 clusters Score -7424348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 136118 members 
Entering Unmasked Estep 
Score: -7424358.000000 Penalty: 2246.612793
	Iteration 20F: 3 clusters Score -7424358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 136120 members 
Entering Unmasked Estep 
Score: -7424352.000000 Penalty: 2246.612793
	Iteration 21Q: 3 clusters Score -7424352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -7424356.500000 Penalty: 2246.612793
	Iteration 22Q: 3 clusters Score -7424356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -7424364.500000 Penalty: 2246.612793
	Iteration 23Q: 3 clusters Score -7424364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 136126 members 
Entering Unmasked Estep 
Score: -7424363.500000 Penalty: 2246.612793
	Iteration 24Q: 3 clusters Score -7424364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 136124 members 
Entering Unmasked Estep 
Score: -7424370.000000 Penalty: 2246.612793
	Iteration 25Q: 3 clusters Score -7424370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -7424364.000000 Penalty: 2246.612793
	Iteration 26Q: 3 clusters Score -7424364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -7424365.000000 Penalty: 2246.612793
	Iteration 27Q: 3 clusters Score -7424365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -7424359.000000 Penalty: 2246.612793
	Iteration 28Q: 3 clusters Score -7424359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -7424366.500000 Penalty: 2246.612793
	Iteration 29Q: 3 clusters Score -7424366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -7424367.500000 Penalty: 2246.612793
	Iteration 30Q: 3 clusters Score -7424368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 136120 members 
Entering Unmasked Estep 
Score: -7424365.000000 Penalty: 2246.612793
	Iteration 31Q: 3 clusters Score -7424365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -7424368.500000 Penalty: 2246.612793
	Iteration 32Q: 3 clusters Score -7424368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 136116 members 
Entering Unmasked Estep 
Score: -7424374.000000 Penalty: 2246.612793
	Iteration 33Q: 3 clusters Score -7424374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -7424372.000000 Penalty: 2246.612793
	Iteration 34Q: 3 clusters Score -7424372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 136118 members 
Entering Unmasked Estep 
Score: -7424379.500000 Penalty: 2246.612793
	Iteration 35Q: 3 clusters Score -7424380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 136119 members 
Entering Unmasked Estep 
Score: -7424379.500000 Penalty: 2246.612793
	Iteration 36Q: 3 clusters Score -7424380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 136120 members 
Entering Unmasked Estep 
Score: -7424378.500000 Penalty: 2246.612793
	Iteration 37Q: 3 clusters Score -7424378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 136122 members 
Entering Unmasked Estep 
Score: -7424391.500000 Penalty: 2246.612793
	Iteration 38Q: 3 clusters Score -7424392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -7424393.000000 Penalty: 2246.612793
	Iteration 39Q: 3 clusters Score -7424393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 136127 members 
Entering Unmasked Estep 
Score: -7424386.000000 Penalty: 2246.612793
	Iteration 40F: 3 clusters Score -7424386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 136128 members 
Entering Unmasked Estep 
Score: -7424384.500000 Penalty: 2246.612793
	Iteration 41Q: 3 clusters Score -7424384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 136128 members 
Entering Unmasked Estep 
Score: -7424384.500000 Penalty: 2246.612793
	Iteration 42F: 3 clusters Score -7424384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Entering Unmasked Estep 
Score: -942685.687500 Penalty: 926.663208
	Iteration 0F: 2 clusters Score -942685.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -931218.937500 Penalty: 1853.326416
	Iteration 0F: 3 clusters Score -931218.9 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -935778.500000 Penalty: 1853.326416
	Iteration 1F: 3 clusters Score -935778.5 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -936563.625000 Penalty: 1853.326416
	Iteration 2F: 3 clusters Score -936563.6 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -937734.312500 Penalty: 1853.326416
	Iteration 3F: 3 clusters Score -937734.3 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -939118.687500 Penalty: 1853.326416
	Iteration 4F: 3 clusters Score -939118.7 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -940295.375000 Penalty: 1853.326416
	Iteration 5F: 3 clusters Score -940295.4 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -941260.062500 Penalty: 1853.326416
	Iteration 6F: 3 clusters Score -941260.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -941913.750000 Penalty: 1853.326416
	Iteration 7Q: 3 clusters Score -941913.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -942214.000000 Penalty: 1853.326416
	Iteration 8Q: 3 clusters Score -942214 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -942351.875000 Penalty: 1853.326416
	Iteration 9Q: 3 clusters Score -942351.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -942443.812500 Penalty: 1853.326416
	Iteration 10Q: 3 clusters Score -942443.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -942498.875000 Penalty: 1853.326416
	Iteration 11Q: 3 clusters Score -942498.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -942528.187500 Penalty: 1853.326416
	Iteration 12Q: 3 clusters Score -942528.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -942547.562500 Penalty: 1853.326416
	Iteration 13Q: 3 clusters Score -942547.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -942560.687500 Penalty: 1853.326416
	Iteration 14Q: 3 clusters Score -942560.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -942575.437500 Penalty: 1853.326416
	Iteration 15Q: 3 clusters Score -942575.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -942582.687500 Penalty: 1853.326416
	Iteration 16Q: 3 clusters Score -942582.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -942587.375000 Penalty: 1853.326416
	Iteration 17Q: 3 clusters Score -942587.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -942589.000000 Penalty: 1853.326416
	Iteration 18Q: 3 clusters Score -942589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -942593.000000 Penalty: 1853.326416
	Iteration 19Q: 3 clusters Score -942593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -942594.750000 Penalty: 1853.326416
	Iteration 20F: 3 clusters Score -942594.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -942597.750000 Penalty: 1853.326416
	Iteration 21Q: 3 clusters Score -942597.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -942599.375000 Penalty: 1853.326416
	Iteration 22Q: 3 clusters Score -942599.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -942601.500000 Penalty: 1853.326416
	Iteration 23Q: 3 clusters Score -942601.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -942602.125000 Penalty: 1853.326416
	Iteration 24Q: 3 clusters Score -942602.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -942604.000000 Penalty: 1853.326416
	Iteration 25Q: 3 clusters Score -942604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -942604.437500 Penalty: 1853.326416
	Iteration 26Q: 3 clusters Score -942604.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -942607.812500 Penalty: 1853.326416
	Iteration 27Q: 3 clusters Score -942607.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -942609.875000 Penalty: 1853.326416
	Iteration 28Q: 3 clusters Score -942609.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -942613.562500 Penalty: 1853.326416
	Iteration 29Q: 3 clusters Score -942613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -942611.937500 Penalty: 1853.326416
	Iteration 30Q: 3 clusters Score -942611.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -942611.812500 Penalty: 1853.326416
	Iteration 31Q: 3 clusters Score -942611.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -942613.000000 Penalty: 1853.326416
	Iteration 32Q: 3 clusters Score -942613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -942615.812500 Penalty: 1853.326416
	Iteration 33Q: 3 clusters Score -942615.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -942616.000000 Penalty: 1853.326416
	Iteration 34Q: 3 clusters Score -942616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -942617.062500 Penalty: 1853.326416
	Iteration 35Q: 3 clusters Score -942617.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -942617.812500 Penalty: 1853.326416
	Iteration 36Q: 3 clusters Score -942617.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -942619.562500 Penalty: 1853.326416
	Iteration 37Q: 3 clusters Score -942619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -942618.375000 Penalty: 1853.326416
	Iteration 38Q: 3 clusters Score -942618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -942617.500000 Penalty: 1853.326416
	Iteration 39Q: 3 clusters Score -942617.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -942617.500000 Penalty: 1853.326416
	Iteration 40F: 3 clusters Score -942617.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -200428.484375 Penalty: 779.806702
	Iteration 0F: 2 clusters Score -200428.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -197645.953125 Penalty: 1559.613403
	Iteration 0F: 3 clusters Score -197646 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -198558.703125 Penalty: 1559.613403
	Iteration 1F: 3 clusters Score -198558.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -198726.046875 Penalty: 1559.613403
	Iteration 2F: 3 clusters Score -198726 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -198860.312500 Penalty: 1559.613403
	Iteration 3F: 3 clusters Score -198860.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -198966.109375 Penalty: 1559.613403
	Iteration 4F: 3 clusters Score -198966.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -199062.921875 Penalty: 1559.613403
	Iteration 5Q: 3 clusters Score -199062.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -199151.156250 Penalty: 1559.613403
	Iteration 6Q: 3 clusters Score -199151.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -199229.093750 Penalty: 1559.613403
	Iteration 7Q: 3 clusters Score -199229.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -199299.312500 Penalty: 1559.613403
	Iteration 8Q: 3 clusters Score -199299.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -199357.375000 Penalty: 1559.613403
	Iteration 9Q: 3 clusters Score -199357.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -199395.328125 Penalty: 1559.613403
	Iteration 10Q: 3 clusters Score -199395.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -199420.218750 Penalty: 1559.613403
	Iteration 11Q: 3 clusters Score -199420.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -199438.406250 Penalty: 1559.613403
	Iteration 12Q: 3 clusters Score -199438.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -199452.078125 Penalty: 1559.613403
	Iteration 13Q: 3 clusters Score -199452.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -199465.750000 Penalty: 1559.613403
	Iteration 14Q: 3 clusters Score -199465.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -199482.750000 Penalty: 1559.613403
	Iteration 15Q: 3 clusters Score -199482.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -199502.125000 Penalty: 1559.613403
	Iteration 16Q: 3 clusters Score -199502.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -199514.328125 Penalty: 1559.613403
	Iteration 17Q: 3 clusters Score -199514.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -199523.375000 Penalty: 1559.613403
	Iteration 18Q: 3 clusters Score -199523.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -199532.375000 Penalty: 1559.613403
	Iteration 19Q: 3 clusters Score -199532.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -199544.015625 Penalty: 1559.613403
	Iteration 20F: 3 clusters Score -199544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -199567.781250 Penalty: 1559.613403
	Iteration 21Q: 3 clusters Score -199567.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -199597.437500 Penalty: 1559.613403
	Iteration 22Q: 3 clusters Score -199597.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -199629.437500 Penalty: 1559.613403
	Iteration 23Q: 3 clusters Score -199629.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -199664.734375 Penalty: 1559.613403
	Iteration 24Q: 3 clusters Score -199664.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -199705.984375 Penalty: 1559.613403
	Iteration 25Q: 3 clusters Score -199706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -199768.906250 Penalty: 1559.613403
	Iteration 26Q: 3 clusters Score -199768.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -199874.015625 Penalty: 1559.613403
	Iteration 27Q: 3 clusters Score -199874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -200031.718750 Penalty: 1559.613403
	Iteration 28Q: 3 clusters Score -200031.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -200215.265625 Penalty: 1559.613403
	Iteration 29Q: 3 clusters Score -200215.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -200311.390625 Penalty: 1559.613403
	Iteration 30Q: 3 clusters Score -200311.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -200365.781250 Penalty: 1559.613403
	Iteration 31Q: 3 clusters Score -200365.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -200399.546875 Penalty: 1559.613403
	Iteration 32Q: 3 clusters Score -200399.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -200423.343750 Penalty: 1559.613403
	Iteration 33Q: 3 clusters Score -200423.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -200438.828125 Penalty: 1559.613403
	Iteration 34Q: 3 clusters Score -200438.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -200454.281250 Penalty: 1559.613403
	Iteration 35Q: 3 clusters Score -200454.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -200464.687500 Penalty: 1559.613403
	Iteration 36Q: 3 clusters Score -200464.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -200471.062500 Penalty: 1559.613403
	Iteration 37Q: 3 clusters Score -200471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -200473.531250 Penalty: 1559.613403
	Iteration 38Q: 3 clusters Score -200473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -200474.593750 Penalty: 1559.613403
	Iteration 39Q: 3 clusters Score -200474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -200475.187500 Penalty: 1559.613403
	Iteration 40F: 3 clusters Score -200475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -200476.406250 Penalty: 1559.613403
	Iteration 41Q: 3 clusters Score -200476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -200476.984375 Penalty: 1559.613403
	Iteration 42Q: 3 clusters Score -200477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -200477.703125 Penalty: 1559.613403
	Iteration 43Q: 3 clusters Score -200477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -200478.078125 Penalty: 1559.613403
	Iteration 44Q: 3 clusters Score -200478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -200478.171875 Penalty: 1559.613403
	Iteration 45Q: 3 clusters Score -200478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -200478.171875 Penalty: 1559.613403
	Iteration 46F: 3 clusters Score -200478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 35992 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 136527 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 12111 members 
Mstep: Class 20 contains 294799 members 
Mstep: Class 21 contains 13634 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 76286 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 2883 members 
Mstep: Class 28 contains 2577 members 
Entering Unmasked Estep 
Score: -38627672.000000 Penalty: 35938.746094
Splitting cluster 17 changes total score from -38627620.000000 to -38627672.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (4571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Entering Unmasked Estep 
Score: -274201.343750 Penalty: 800.611328
	Iteration 0F: 2 clusters Score -274201.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -270842.187500 Penalty: 1601.222656
	Iteration 0F: 3 clusters Score -270842.2 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -271894.093750 Penalty: 1601.222656
	Iteration 1F: 3 clusters Score -271894.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -271994.593750 Penalty: 1601.222656
	Iteration 2F: 3 clusters Score -271994.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -272060.125000 Penalty: 1601.222656
	Iteration 3Q: 3 clusters Score -272060.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -272114.531250 Penalty: 1601.222656
	Iteration 4Q: 3 clusters Score -272114.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -272151.468750 Penalty: 1601.222656
	Iteration 5Q: 3 clusters Score -272151.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -272184.343750 Penalty: 1601.222656
	Iteration 6Q: 3 clusters Score -272184.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -272216.093750 Penalty: 1601.222656
	Iteration 7Q: 3 clusters Score -272216.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -272251.968750 Penalty: 1601.222656
	Iteration 8Q: 3 clusters Score -272252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -272280.656250 Penalty: 1601.222656
	Iteration 9Q: 3 clusters Score -272280.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -272312.406250 Penalty: 1601.222656
	Iteration 10Q: 3 clusters Score -272312.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -272353.031250 Penalty: 1601.222656
	Iteration 11Q: 3 clusters Score -272353 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -272399.812500 Penalty: 1601.222656
	Iteration 12Q: 3 clusters Score -272399.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -272440.062500 Penalty: 1601.222656
	Iteration 13Q: 3 clusters Score -272440.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -272480.125000 Penalty: 1601.222656
	Iteration 14Q: 3 clusters Score -272480.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -272528.593750 Penalty: 1601.222656
	Iteration 15Q: 3 clusters Score -272528.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -272593.468750 Penalty: 1601.222656
	Iteration 16Q: 3 clusters Score -272593.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -272680.281250 Penalty: 1601.222656
	Iteration 17Q: 3 clusters Score -272680.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -272777.656250 Penalty: 1601.222656
	Iteration 18Q: 3 clusters Score -272777.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -272867.656250 Penalty: 1601.222656
	Iteration 19Q: 3 clusters Score -272867.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -272943.843750 Penalty: 1601.222656
	Iteration 20F: 3 clusters Score -272943.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -273015.968750 Penalty: 1601.222656
	Iteration 21Q: 3 clusters Score -273016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -273059.625000 Penalty: 1601.222656
	Iteration 22Q: 3 clusters Score -273059.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -273098.718750 Penalty: 1601.222656
	Iteration 23Q: 3 clusters Score -273098.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -273137.937500 Penalty: 1601.222656
	Iteration 24Q: 3 clusters Score -273137.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -273169.562500 Penalty: 1601.222656
	Iteration 25Q: 3 clusters Score -273169.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -273199.312500 Penalty: 1601.222656
	Iteration 26Q: 3 clusters Score -273199.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -273228.937500 Penalty: 1601.222656
	Iteration 27Q: 3 clusters Score -273228.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -273254.781250 Penalty: 1601.222656
	Iteration 28Q: 3 clusters Score -273254.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -273274.875000 Penalty: 1601.222656
	Iteration 29Q: 3 clusters Score -273274.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -273295.312500 Penalty: 1601.222656
	Iteration 30Q: 3 clusters Score -273295.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -273310.812500 Penalty: 1601.222656
	Iteration 31Q: 3 clusters Score -273310.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -273319.718750 Penalty: 1601.222656
	Iteration 32Q: 3 clusters Score -273319.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -273333.375000 Penalty: 1601.222656
	Iteration 33Q: 3 clusters Score -273333.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -273349.031250 Penalty: 1601.222656
	Iteration 34Q: 3 clusters Score -273349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -273365.562500 Penalty: 1601.222656
	Iteration 35Q: 3 clusters Score -273365.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -273382.531250 Penalty: 1601.222656
	Iteration 36Q: 3 clusters Score -273382.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -273393.906250 Penalty: 1601.222656
	Iteration 37Q: 3 clusters Score -273393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -273405.187500 Penalty: 1601.222656
	Iteration 38Q: 3 clusters Score -273405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -273420.156250 Penalty: 1601.222656
	Iteration 39Q: 3 clusters Score -273420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -273436.718750 Penalty: 1601.222656
	Iteration 40F: 3 clusters Score -273436.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -273462.187500 Penalty: 1601.222656
	Iteration 41Q: 3 clusters Score -273462.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -273482.031250 Penalty: 1601.222656
	Iteration 42Q: 3 clusters Score -273482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -273495.937500 Penalty: 1601.222656
	Iteration 43Q: 3 clusters Score -273495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -273503.531250 Penalty: 1601.222656
	Iteration 44Q: 3 clusters Score -273503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -273506.625000 Penalty: 1601.222656
	Iteration 45Q: 3 clusters Score -273506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -273510.187500 Penalty: 1601.222656
	Iteration 46Q: 3 clusters Score -273510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -273511.406250 Penalty: 1601.222656
	Iteration 47Q: 3 clusters Score -273511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -273511.406250 Penalty: 1601.222656
	Iteration 48F: 3 clusters Score -273511.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Entering Unmasked Estep 
Score: -574240.125000 Penalty: 893.177612
	Iteration 0F: 2 clusters Score -574240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -565977.125000 Penalty: 1786.355225
	Iteration 0F: 3 clusters Score -565977.1 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -569169.062500 Penalty: 1786.355225
	Iteration 1F: 3 clusters Score -569169.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -569555.500000 Penalty: 1786.355225
	Iteration 2F: 3 clusters Score -569555.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -569963.875000 Penalty: 1786.355225
	Iteration 3F: 3 clusters Score -569963.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -570420.250000 Penalty: 1786.355225
	Iteration 4F: 3 clusters Score -570420.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -570957.000000 Penalty: 1786.355225
	Iteration 5F: 3 clusters Score -570957 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -571574.687500 Penalty: 1786.355225
	Iteration 6F: 3 clusters Score -571574.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -572274.000000 Penalty: 1786.355225
	Iteration 7F: 3 clusters Score -572274 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -572951.562500 Penalty: 1786.355225
	Iteration 8F: 3 clusters Score -572951.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -573458.187500 Penalty: 1786.355225
	Iteration 9Q: 3 clusters Score -573458.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -573696.812500 Penalty: 1786.355225
	Iteration 10Q: 3 clusters Score -573696.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -573808.750000 Penalty: 1786.355225
	Iteration 11Q: 3 clusters Score -573808.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -573866.187500 Penalty: 1786.355225
	Iteration 12Q: 3 clusters Score -573866.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -573896.187500 Penalty: 1786.355225
	Iteration 13Q: 3 clusters Score -573896.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -573910.187500 Penalty: 1786.355225
	Iteration 14Q: 3 clusters Score -573910.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -573916.625000 Penalty: 1786.355225
	Iteration 15Q: 3 clusters Score -573916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -573920.125000 Penalty: 1786.355225
	Iteration 16Q: 3 clusters Score -573920.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -573923.812500 Penalty: 1786.355225
	Iteration 17Q: 3 clusters Score -573923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -573924.437500 Penalty: 1786.355225
	Iteration 18F: 3 clusters Score -573924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -573928.062500 Penalty: 1786.355225
	Iteration 19Q: 3 clusters Score -573928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -573928.625000 Penalty: 1786.355225
	Iteration 20F: 3 clusters Score -573928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -573930.750000 Penalty: 1786.355225
	Iteration 21Q: 3 clusters Score -573930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -573930.437500 Penalty: 1786.355225
	Iteration 22Q: 3 clusters Score -573930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -573931.250000 Penalty: 1786.355225
	Iteration 23Q: 3 clusters Score -573931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -573931.250000 Penalty: 1786.355225
	Iteration 24Q: 3 clusters Score -573931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -573931.250000 Penalty: 1786.355225
	Iteration 25F: 3 clusters Score -573931.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (294799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294799 members 
Entering Unmasked Estep 
Score: -16163169.000000 Penalty: 1196.434692
	Iteration 0F: 2 clusters Score -1.616317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 147172 members 
Entering Unmasked Estep 
Score: -15967597.000000 Penalty: 2392.869385
	Iteration 0F: 3 clusters Score -1.59676e+07 nChanged 144652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153787 members 
Mstep: Class 2 contains 141012 members 
Entering Unmasked Estep 
Score: -16056149.000000 Penalty: 2392.869385
	Iteration 1F: 3 clusters Score -1.605615e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 137045 members 
Entering Unmasked Estep 
Score: -16059613.000000 Penalty: 2392.869385
	Iteration 2Q: 3 clusters Score -1.605961e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 130993 members 
Entering Unmasked Estep 
Score: -16064510.000000 Penalty: 2392.869385
	Iteration 3Q: 3 clusters Score -1.606451e+07 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -16070676.000000 Penalty: 2392.869385
	Iteration 4Q: 3 clusters Score -1.607068e+07 nChanged 15536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183550 members 
Mstep: Class 2 contains 111249 members 
Entering Unmasked Estep 
Score: -16078392.000000 Penalty: 2392.869385
	Iteration 5F: 3 clusters Score -1.607839e+07 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197632 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -16087955.000000 Penalty: 2392.869385
	Iteration 6F: 3 clusters Score -1.608796e+07 nChanged 18012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214054 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -16099473.000000 Penalty: 2392.869385
	Iteration 7F: 3 clusters Score -1.609947e+07 nChanged 18086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231326 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -16112124.000000 Penalty: 2392.869385
	Iteration 8F: 3 clusters Score -1.611212e+07 nChanged 17035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247895 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -16125524.000000 Penalty: 2392.869385
	Iteration 9F: 3 clusters Score -1.612552e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262088 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -16138315.000000 Penalty: 2392.869385
	Iteration 10Q: 3 clusters Score -1.613832e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272501 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -16147597.000000 Penalty: 2392.869385
	Iteration 11Q: 3 clusters Score -1.61476e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279373 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -16153426.000000 Penalty: 2392.869385
	Iteration 12Q: 3 clusters Score -1.615343e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283895 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -16156983.000000 Penalty: 2392.869385
	Iteration 13Q: 3 clusters Score -1.615698e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286841 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -16159016.000000 Penalty: 2392.869385
	Iteration 14Q: 3 clusters Score -1.615902e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288801 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -16160421.000000 Penalty: 2392.869385
	Iteration 15Q: 3 clusters Score -1.616042e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290037 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -16161183.000000 Penalty: 2392.869385
	Iteration 16Q: 3 clusters Score -1.616118e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290898 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -16161629.000000 Penalty: 2392.869385
	Iteration 17Q: 3 clusters Score -1.616163e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291511 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -16161914.000000 Penalty: 2392.869385
	Iteration 18Q: 3 clusters Score -1.616191e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291925 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -16162090.000000 Penalty: 2392.869385
	Iteration 19Q: 3 clusters Score -1.616209e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292224 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -16162196.000000 Penalty: 2392.869385
	Iteration 20F: 3 clusters Score -1.61622e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292440 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -16162299.000000 Penalty: 2392.869385
	Iteration 21Q: 3 clusters Score -1.61623e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292592 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -16162367.000000 Penalty: 2392.869385
	Iteration 22Q: 3 clusters Score -1.616237e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292700 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -16162409.000000 Penalty: 2392.869385
	Iteration 23Q: 3 clusters Score -1.616241e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292812 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16162469.000000 Penalty: 2392.869385
	Iteration 24Q: 3 clusters Score -1.616247e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292890 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -16162489.000000 Penalty: 2392.869385
	Iteration 25Q: 3 clusters Score -1.616249e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292948 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -16162506.000000 Penalty: 2392.869385
	Iteration 26Q: 3 clusters Score -1.616251e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292989 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -16162514.000000 Penalty: 2392.869385
	Iteration 27Q: 3 clusters Score -1.616251e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293031 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -16162546.000000 Penalty: 2392.869385
	Iteration 28Q: 3 clusters Score -1.616255e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293058 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -16162562.000000 Penalty: 2392.869385
	Iteration 29Q: 3 clusters Score -1.616256e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293080 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -16162580.000000 Penalty: 2392.869385
	Iteration 30Q: 3 clusters Score -1.616258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293097 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -16162591.000000 Penalty: 2392.869385
	Iteration 31Q: 3 clusters Score -1.616259e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293123 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -16162580.000000 Penalty: 2392.869385
	Iteration 32Q: 3 clusters Score -1.616258e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293147 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16162602.000000 Penalty: 2392.869385
	Iteration 33Q: 3 clusters Score -1.61626e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293176 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -16162610.000000 Penalty: 2392.869385
	Iteration 34Q: 3 clusters Score -1.616261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293192 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -16162632.000000 Penalty: 2392.869385
	Iteration 35Q: 3 clusters Score -1.616263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293203 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -16162631.000000 Penalty: 2392.869385
	Iteration 36Q: 3 clusters Score -1.616263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293214 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16162649.000000 Penalty: 2392.869385
	Iteration 37Q: 3 clusters Score -1.616265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293224 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -16162643.000000 Penalty: 2392.869385
	Iteration 38Q: 3 clusters Score -1.616264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293229 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -16162651.000000 Penalty: 2392.869385
	Iteration 39Q: 3 clusters Score -1.616265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293233 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -16162652.000000 Penalty: 2392.869385
	Iteration 40F: 3 clusters Score -1.616265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293236 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -16162652.000000 Penalty: 2392.869385
	Iteration 41Q: 3 clusters Score -1.616265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293233 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -16162654.000000 Penalty: 2392.869385
	Iteration 42Q: 3 clusters Score -1.616265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293233 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -16162647.000000 Penalty: 2392.869385
	Iteration 43Q: 3 clusters Score -1.616265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293236 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -16162653.000000 Penalty: 2392.869385
	Iteration 44Q: 3 clusters Score -1.616265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293237 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -16162655.000000 Penalty: 2392.869385
	Iteration 45Q: 3 clusters Score -1.616266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293238 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -16162652.000000 Penalty: 2392.869385
	Iteration 46Q: 3 clusters Score -1.616265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293240 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -16162653.000000 Penalty: 2392.869385
	Iteration 47Q: 3 clusters Score -1.616265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293244 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -16162647.000000 Penalty: 2392.869385
	Iteration 48Q: 3 clusters Score -1.616265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293247 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -16162653.000000 Penalty: 2392.869385
	Iteration 49Q: 3 clusters Score -1.616265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293250 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16162650.000000 Penalty: 2392.869385
	Iteration 50Q: 3 clusters Score -1.616265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293250 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16162649.000000 Penalty: 2392.869385
	Iteration 51Q: 3 clusters Score -1.616265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293253 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -16162656.000000 Penalty: 2392.869385
	Iteration 52Q: 3 clusters Score -1.616266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293258 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -16162645.000000 Penalty: 2392.869385
	Iteration 53Q: 3 clusters Score -1.616264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293264 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -16162639.000000 Penalty: 2392.869385
	Iteration 54Q: 3 clusters Score -1.616264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293266 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16162639.000000 Penalty: 2392.869385
	Iteration 55Q: 3 clusters Score -1.616264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293268 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -16162640.000000 Penalty: 2392.869385
	Iteration 56Q: 3 clusters Score -1.616264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293268 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -16162644.000000 Penalty: 2392.869385
	Iteration 57Q: 3 clusters Score -1.616264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293269 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -16162653.000000 Penalty: 2392.869385
	Iteration 58Q: 3 clusters Score -1.616265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293273 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -16162649.000000 Penalty: 2392.869385
	Iteration 59Q: 3 clusters Score -1.616265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293276 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -16162653.000000 Penalty: 2392.869385
	Iteration 60F: 3 clusters Score -1.616265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293280 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16162652.000000 Penalty: 2392.869385
	Iteration 61Q: 3 clusters Score -1.616265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293280 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16162661.000000 Penalty: 2392.869385
	Iteration 62Q: 3 clusters Score -1.616266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293280 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16162661.000000 Penalty: 2392.869385
	Iteration 63F: 3 clusters Score -1.616266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Entering Unmasked Estep 
Score: -732475.187500 Penalty: 904.430603
	Iteration 0F: 2 clusters Score -732475.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -723288.625000 Penalty: 1808.861206
	Iteration 0F: 3 clusters Score -723288.6 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -726761.062500 Penalty: 1808.861206
	Iteration 1F: 3 clusters Score -726761.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -726984.437500 Penalty: 1808.861206
	Iteration 2Q: 3 clusters Score -726984.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -727196.375000 Penalty: 1808.861206
	Iteration 3Q: 3 clusters Score -727196.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -727425.375000 Penalty: 1808.861206
	Iteration 4Q: 3 clusters Score -727425.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -727693.125000 Penalty: 1808.861206
	Iteration 5Q: 3 clusters Score -727693.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -728069.937500 Penalty: 1808.861206
	Iteration 6Q: 3 clusters Score -728069.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -728581.250000 Penalty: 1808.861206
	Iteration 7Q: 3 clusters Score -728581.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -729122.750000 Penalty: 1808.861206
	Iteration 8F: 3 clusters Score -729122.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -729561.250000 Penalty: 1808.861206
	Iteration 9Q: 3 clusters Score -729561.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -729891.875000 Penalty: 1808.861206
	Iteration 10Q: 3 clusters Score -729891.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -730123.312500 Penalty: 1808.861206
	Iteration 11Q: 3 clusters Score -730123.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -730308.375000 Penalty: 1808.861206
	Iteration 12Q: 3 clusters Score -730308.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -730459.687500 Penalty: 1808.861206
	Iteration 13Q: 3 clusters Score -730459.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -730606.625000 Penalty: 1808.861206
	Iteration 14Q: 3 clusters Score -730606.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -730738.625000 Penalty: 1808.861206
	Iteration 15Q: 3 clusters Score -730738.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -730847.312500 Penalty: 1808.861206
	Iteration 16Q: 3 clusters Score -730847.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -730947.750000 Penalty: 1808.861206
	Iteration 17Q: 3 clusters Score -730947.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -731043.187500 Penalty: 1808.861206
	Iteration 18Q: 3 clusters Score -731043.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -731130.812500 Penalty: 1808.861206
	Iteration 19Q: 3 clusters Score -731130.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -731216.375000 Penalty: 1808.861206
	Iteration 20F: 3 clusters Score -731216.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -731276.312500 Penalty: 1808.861206
	Iteration 21Q: 3 clusters Score -731276.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -731347.937500 Penalty: 1808.861206
	Iteration 22Q: 3 clusters Score -731347.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -731418.625000 Penalty: 1808.861206
	Iteration 23Q: 3 clusters Score -731418.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -731463.500000 Penalty: 1808.861206
	Iteration 24Q: 3 clusters Score -731463.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -731490.812500 Penalty: 1808.861206
	Iteration 25Q: 3 clusters Score -731490.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -731512.937500 Penalty: 1808.861206
	Iteration 26Q: 3 clusters Score -731512.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -731538.500000 Penalty: 1808.861206
	Iteration 27Q: 3 clusters Score -731538.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -731557.125000 Penalty: 1808.861206
	Iteration 28Q: 3 clusters Score -731557.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -731577.000000 Penalty: 1808.861206
	Iteration 29Q: 3 clusters Score -731577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -731596.000000 Penalty: 1808.861206
	Iteration 30Q: 3 clusters Score -731596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -731610.937500 Penalty: 1808.861206
	Iteration 31Q: 3 clusters Score -731610.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -731619.250000 Penalty: 1808.861206
	Iteration 32Q: 3 clusters Score -731619.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -731628.625000 Penalty: 1808.861206
	Iteration 33Q: 3 clusters Score -731628.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -731638.812500 Penalty: 1808.861206
	Iteration 34Q: 3 clusters Score -731638.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -731647.375000 Penalty: 1808.861206
	Iteration 35Q: 3 clusters Score -731647.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -731657.937500 Penalty: 1808.861206
	Iteration 36Q: 3 clusters Score -731657.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -731672.937500 Penalty: 1808.861206
	Iteration 37Q: 3 clusters Score -731672.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -731683.437500 Penalty: 1808.861206
	Iteration 38Q: 3 clusters Score -731683.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -731693.250000 Penalty: 1808.861206
	Iteration 39Q: 3 clusters Score -731693.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -731702.500000 Penalty: 1808.861206
	Iteration 40F: 3 clusters Score -731702.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -731712.125000 Penalty: 1808.861206
	Iteration 41Q: 3 clusters Score -731712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -731716.312500 Penalty: 1808.861206
	Iteration 42Q: 3 clusters Score -731716.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -731719.500000 Penalty: 1808.861206
	Iteration 43Q: 3 clusters Score -731719.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -731726.312500 Penalty: 1808.861206
	Iteration 44Q: 3 clusters Score -731726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -731731.937500 Penalty: 1808.861206
	Iteration 45Q: 3 clusters Score -731731.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -731732.437500 Penalty: 1808.861206
	Iteration 46Q: 3 clusters Score -731732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -731736.250000 Penalty: 1808.861206
	Iteration 47Q: 3 clusters Score -731736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -731737.125000 Penalty: 1808.861206
	Iteration 48Q: 3 clusters Score -731737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -731738.187500 Penalty: 1808.861206
	Iteration 49Q: 3 clusters Score -731738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -731737.812500 Penalty: 1808.861206
	Iteration 50Q: 3 clusters Score -731737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -731739.812500 Penalty: 1808.861206
	Iteration 51Q: 3 clusters Score -731739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -731744.312500 Penalty: 1808.861206
	Iteration 52Q: 3 clusters Score -731744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -731744.562500 Penalty: 1808.861206
	Iteration 53Q: 3 clusters Score -731744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -731747.750000 Penalty: 1808.861206
	Iteration 54Q: 3 clusters Score -731747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -731750.437500 Penalty: 1808.861206
	Iteration 55Q: 3 clusters Score -731750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -731753.625000 Penalty: 1808.861206
	Iteration 56Q: 3 clusters Score -731753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -731753.125000 Penalty: 1808.861206
	Iteration 57Q: 3 clusters Score -731753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -731754.437500 Penalty: 1808.861206
	Iteration 58Q: 3 clusters Score -731754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -731754.562500 Penalty: 1808.861206
	Iteration 59Q: 3 clusters Score -731754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -731754.250000 Penalty: 1808.861206
	Iteration 60F: 3 clusters Score -731754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -731755.187500 Penalty: 1808.861206
	Iteration 61Q: 3 clusters Score -731755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -731757.875000 Penalty: 1808.861206
	Iteration 62Q: 3 clusters Score -731757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -731757.687500 Penalty: 1808.861206
	Iteration 63Q: 3 clusters Score -731757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -731758.937500 Penalty: 1808.861206
	Iteration 64Q: 3 clusters Score -731758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -731761.750000 Penalty: 1808.861206
	Iteration 65Q: 3 clusters Score -731761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -731763.812500 Penalty: 1808.861206
	Iteration 66Q: 3 clusters Score -731763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -731764.875000 Penalty: 1808.861206
	Iteration 67Q: 3 clusters Score -731764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -731764.437500 Penalty: 1808.861206
	Iteration 68Q: 3 clusters Score -731764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -731764.437500 Penalty: 1808.861206
	Iteration 69F: 3 clusters Score -731764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Entering Unmasked Estep 
Score: -168071.250000 Penalty: 758.426819
	Iteration 0F: 2 clusters Score -168071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -165778.265625 Penalty: 1516.853638
	Iteration 0F: 3 clusters Score -165778.3 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -166466.281250 Penalty: 1516.853638
	Iteration 1F: 3 clusters Score -166466.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -166611.265625 Penalty: 1516.853638
	Iteration 2F: 3 clusters Score -166611.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -166727.062500 Penalty: 1516.853638
	Iteration 3F: 3 clusters Score -166727.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -166814.750000 Penalty: 1516.853638
	Iteration 4Q: 3 clusters Score -166814.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -166883.062500 Penalty: 1516.853638
	Iteration 5Q: 3 clusters Score -166883.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -166960.156250 Penalty: 1516.853638
	Iteration 6Q: 3 clusters Score -166960.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -167036.937500 Penalty: 1516.853638
	Iteration 7Q: 3 clusters Score -167036.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -167099.203125 Penalty: 1516.853638
	Iteration 8Q: 3 clusters Score -167099.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -167143.828125 Penalty: 1516.853638
	Iteration 9Q: 3 clusters Score -167143.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -167175.140625 Penalty: 1516.853638
	Iteration 10Q: 3 clusters Score -167175.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -167210.343750 Penalty: 1516.853638
	Iteration 11Q: 3 clusters Score -167210.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -167235.781250 Penalty: 1516.853638
	Iteration 12Q: 3 clusters Score -167235.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -167252.812500 Penalty: 1516.853638
	Iteration 13Q: 3 clusters Score -167252.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -167266.984375 Penalty: 1516.853638
	Iteration 14Q: 3 clusters Score -167267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -167281.156250 Penalty: 1516.853638
	Iteration 15Q: 3 clusters Score -167281.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -167292.312500 Penalty: 1516.853638
	Iteration 16Q: 3 clusters Score -167292.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -167303.343750 Penalty: 1516.853638
	Iteration 17Q: 3 clusters Score -167303.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -167312.765625 Penalty: 1516.853638
	Iteration 18Q: 3 clusters Score -167312.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -167321.906250 Penalty: 1516.853638
	Iteration 19Q: 3 clusters Score -167321.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -167328.640625 Penalty: 1516.853638
	Iteration 20F: 3 clusters Score -167328.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -167333.937500 Penalty: 1516.853638
	Iteration 21Q: 3 clusters Score -167333.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -167341.843750 Penalty: 1516.853638
	Iteration 22Q: 3 clusters Score -167341.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -167357.093750 Penalty: 1516.853638
	Iteration 23Q: 3 clusters Score -167357.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -167373.171875 Penalty: 1516.853638
	Iteration 24Q: 3 clusters Score -167373.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -167388.718750 Penalty: 1516.853638
	Iteration 25Q: 3 clusters Score -167388.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -167398.546875 Penalty: 1516.853638
	Iteration 26Q: 3 clusters Score -167398.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -167403.656250 Penalty: 1516.853638
	Iteration 27Q: 3 clusters Score -167403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -167406.656250 Penalty: 1516.853638
	Iteration 28Q: 3 clusters Score -167406.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -167410.453125 Penalty: 1516.853638
	Iteration 29Q: 3 clusters Score -167410.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -167414.843750 Penalty: 1516.853638
	Iteration 30Q: 3 clusters Score -167414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -167419.218750 Penalty: 1516.853638
	Iteration 31Q: 3 clusters Score -167419.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -167420.437500 Penalty: 1516.853638
	Iteration 32Q: 3 clusters Score -167420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -167422.062500 Penalty: 1516.853638
	Iteration 33Q: 3 clusters Score -167422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -167423.187500 Penalty: 1516.853638
	Iteration 34Q: 3 clusters Score -167423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -167423.828125 Penalty: 1516.853638
	Iteration 35Q: 3 clusters Score -167423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -167425.578125 Penalty: 1516.853638
	Iteration 36Q: 3 clusters Score -167425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -167429.390625 Penalty: 1516.853638
	Iteration 37Q: 3 clusters Score -167429.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -167432.078125 Penalty: 1516.853638
	Iteration 38Q: 3 clusters Score -167432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -167435.593750 Penalty: 1516.853638
	Iteration 39Q: 3 clusters Score -167435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -167439.953125 Penalty: 1516.853638
	Iteration 40F: 3 clusters Score -167440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -167445.343750 Penalty: 1516.853638
	Iteration 41Q: 3 clusters Score -167445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -167448.296875 Penalty: 1516.853638
	Iteration 42Q: 3 clusters Score -167448.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -167453.109375 Penalty: 1516.853638
	Iteration 43Q: 3 clusters Score -167453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -167455.781250 Penalty: 1516.853638
	Iteration 44Q: 3 clusters Score -167455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -167457.265625 Penalty: 1516.853638
	Iteration 45Q: 3 clusters Score -167457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -167457.953125 Penalty: 1516.853638
	Iteration 46Q: 3 clusters Score -167458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -167458.359375 Penalty: 1516.853638
	Iteration 47Q: 3 clusters Score -167458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -167459.312500 Penalty: 1516.853638
	Iteration 48Q: 3 clusters Score -167459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -167460.281250 Penalty: 1516.853638
	Iteration 49Q: 3 clusters Score -167460.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -167460.281250 Penalty: 1516.853638
	Iteration 50F: 3 clusters Score -167460.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Entering Unmasked Estep 
Score: -4128835.000000 Penalty: 1068.013306
	Iteration 0F: 2 clusters Score -4128835 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 38047 members 
Entering Unmasked Estep 
Score: -4077931.250000 Penalty: 2136.026611
	Iteration 0F: 3 clusters Score -4077931 nChanged 36565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4098841.000000 Penalty: 2136.026611
	Iteration 1F: 3 clusters Score -4098841 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4099542.500000 Penalty: 2136.026611
	Iteration 2Q: 3 clusters Score -4099542 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4100378.500000 Penalty: 2136.026611
	Iteration 3Q: 3 clusters Score -4100378 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -4101804.500000 Penalty: 2136.026611
	Iteration 4Q: 3 clusters Score -4101804 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4104337.000000 Penalty: 2136.026611
	Iteration 5F: 3 clusters Score -4104337 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4108359.750000 Penalty: 2136.026611
	Iteration 6F: 3 clusters Score -4108360 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4113814.250000 Penalty: 2136.026611
	Iteration 7F: 3 clusters Score -4113814 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -4119594.000000 Penalty: 2136.026611
	Iteration 8F: 3 clusters Score -4119594 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4124089.750000 Penalty: 2136.026611
	Iteration 9F: 3 clusters Score -4124090 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4126466.750000 Penalty: 2136.026611
	Iteration 10Q: 3 clusters Score -4126467 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4127414.000000 Penalty: 2136.026611
	Iteration 11Q: 3 clusters Score -4127414 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4127745.250000 Penalty: 2136.026611
	Iteration 12Q: 3 clusters Score -4127745 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4127848.000000 Penalty: 2136.026611
	Iteration 13Q: 3 clusters Score -4127848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4127900.250000 Penalty: 2136.026611
	Iteration 14Q: 3 clusters Score -4127900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4127911.250000 Penalty: 2136.026611
	Iteration 15Q: 3 clusters Score -4127911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4127925.500000 Penalty: 2136.026611
	Iteration 16Q: 3 clusters Score -4127926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4127939.250000 Penalty: 2136.026611
	Iteration 17Q: 3 clusters Score -4127939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4127945.000000 Penalty: 2136.026611
	Iteration 18Q: 3 clusters Score -4127945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4127948.750000 Penalty: 2136.026611
	Iteration 19Q: 3 clusters Score -4127949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4127950.250000 Penalty: 2136.026611
	Iteration 20F: 3 clusters Score -4127950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4127953.750000 Penalty: 2136.026611
	Iteration 21Q: 3 clusters Score -4127954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4127958.500000 Penalty: 2136.026611
	Iteration 22Q: 3 clusters Score -4127958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4127959.000000 Penalty: 2136.026611
	Iteration 23Q: 3 clusters Score -4127959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4127959.000000 Penalty: 2136.026611
	Iteration 24F: 3 clusters Score -4127959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 35992 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 136527 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 12111 members 
Mstep: Class 20 contains 294799 members 
Mstep: Class 21 contains 13634 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 76286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629380.000000 Penalty: 35938.746094
Iteration 79Q: 29 clusters Score -3.862938e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 26831 members 
Mstep: Class 4 contains 4862 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14136 members 
Mstep: Class 7 contains 27250 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 36135 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 26932 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 136526 members 
Mstep: Class 16 contains 17073 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 12314 members 
Mstep: Class 20 contains 295006 members 
Mstep: Class 21 contains 13632 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 76353 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 1499 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 2361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631556.000000 Penalty: 35938.746094
Iteration 80F: 29 clusters Score -3.863156e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 26461 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 14135 members 
Mstep: Class 7 contains 27218 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 35962 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 27092 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 136092 members 
Mstep: Class 16 contains 16946 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 12461 members 
Mstep: Class 20 contains 294880 members 
Mstep: Class 21 contains 13568 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 76333 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 1703 members 
Mstep: Class 27 contains 2864 members 
Mstep: Class 28 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38632420.000000 Penalty: 35938.746094
Iteration 81Q: 29 clusters Score -3.863242e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 26186 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 14123 members 
Mstep: Class 7 contains 27180 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 35861 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 27253 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 135681 members 
Mstep: Class 16 contains 16835 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 294765 members 
Mstep: Class 21 contains 13517 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 76328 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 2816 members 
Mstep: Class 26 contains 1817 members 
Mstep: Class 27 contains 2893 members 
Mstep: Class 28 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38632908.000000 Penalty: 35938.746094
Iteration 82Q: 29 clusters Score -3.863291e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4039 members 
Mstep: Class 3 contains 25969 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 14121 members 
Mstep: Class 7 contains 27150 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 35793 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 27403 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 135337 members 
Mstep: Class 16 contains 16730 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 4576 members 
Mstep: Class 19 contains 12704 members 
Mstep: Class 20 contains 294735 members 
Mstep: Class 21 contains 13483 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 76337 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 2928 members 
Mstep: Class 26 contains 1900 members 
Mstep: Class 27 contains 2910 members 
Mstep: Class 28 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633348.000000 Penalty: 35938.746094
Iteration 83Q: 29 clusters Score -3.863335e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 25754 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 14117 members 
Mstep: Class 7 contains 27126 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 35737 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 27525 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 135012 members 
Mstep: Class 16 contains 16646 members 
Mstep: Class 17 contains 1653 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 12812 members 
Mstep: Class 20 contains 294755 members 
Mstep: Class 21 contains 13459 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 76354 members 
Mstep: Class 24 contains 2595 members 
Mstep: Class 25 contains 3000 members 
Mstep: Class 26 contains 1951 members 
Mstep: Class 27 contains 2936 members 
Mstep: Class 28 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633472.000000 Penalty: 35938.746094
Iteration 84Q: 29 clusters Score -3.863347e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 25550 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 14110 members 
Mstep: Class 7 contains 27111 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 35697 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 12 contains 6125 members 
Mstep: Class 13 contains 27636 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 134757 members 
Mstep: Class 16 contains 16585 members 
Mstep: Class 17 contains 1730 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 12890 members 
Mstep: Class 20 contains 294753 members 
Mstep: Class 21 contains 13437 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 76366 members 
Mstep: Class 24 contains 2603 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 1988 members 
Mstep: Class 27 contains 2969 members 
Mstep: Class 28 contains 3081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633572.000000 Penalty: 35938.746094
Iteration 85Q: 29 clusters Score -3.863357e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 25396 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 14097 members 
Mstep: Class 7 contains 27098 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 35668 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 6145 members 
Mstep: Class 13 contains 27745 members 
Mstep: Class 14 contains 3559 members 
Mstep: Class 15 contains 134554 members 
Mstep: Class 16 contains 16532 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 12965 members 
Mstep: Class 20 contains 294700 members 
Mstep: Class 21 contains 13419 members 
Mstep: Class 22 contains 2986 members 
Mstep: Class 23 contains 76380 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 3081 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 2987 members 
Mstep: Class 28 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633696.000000 Penalty: 35938.746094
Iteration 86Q: 29 clusters Score -3.86337e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 25256 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 14092 members 
Mstep: Class 7 contains 27084 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 35644 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 3398 members 
Mstep: Class 12 contains 6163 members 
Mstep: Class 13 contains 27832 members 
Mstep: Class 14 contains 3567 members 
Mstep: Class 15 contains 134413 members 
Mstep: Class 16 contains 16496 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 294684 members 
Mstep: Class 21 contains 13400 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 76391 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 3098 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633996.000000 Penalty: 35938.746094
Iteration 87Q: 29 clusters Score -3.8634e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 25121 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 14084 members 
Mstep: Class 7 contains 27066 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 35629 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 3424 members 
Mstep: Class 12 contains 6187 members 
Mstep: Class 13 contains 27927 members 
Mstep: Class 14 contains 3579 members 
Mstep: Class 15 contains 134281 members 
Mstep: Class 16 contains 16477 members 
Mstep: Class 17 contains 1860 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13077 members 
Mstep: Class 20 contains 294644 members 
Mstep: Class 21 contains 13383 members 
Mstep: Class 22 contains 3005 members 
Mstep: Class 23 contains 76395 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634012.000000 Penalty: 35938.746094
Iteration 88Q: 29 clusters Score -3.863401e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 25013 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 14076 members 
Mstep: Class 7 contains 27043 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 35610 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 3442 members 
Mstep: Class 12 contains 6216 members 
Mstep: Class 13 contains 28001 members 
Mstep: Class 14 contains 3586 members 
Mstep: Class 15 contains 134158 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 294617 members 
Mstep: Class 21 contains 13372 members 
Mstep: Class 22 contains 3018 members 
Mstep: Class 23 contains 76405 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 3122 members 
Mstep: Class 26 contains 2059 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 3423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634044.000000 Penalty: 35938.746094
Iteration 89Q: 29 clusters Score -3.863404e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 24912 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 14070 members 
Mstep: Class 7 contains 27035 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 35588 members 
Mstep: Class 10 contains 924 members 
Mstep: Class 11 contains 3468 members 
Mstep: Class 12 contains 6232 members 
Mstep: Class 13 contains 28070 members 
Mstep: Class 14 contains 3590 members 
Mstep: Class 15 contains 134044 members 
Mstep: Class 16 contains 16472 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13174 members 
Mstep: Class 20 contains 294589 members 
Mstep: Class 21 contains 13362 members 
Mstep: Class 22 contains 3025 members 
Mstep: Class 23 contains 76409 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 3129 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 3069 members 
Mstep: Class 28 contains 3478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634152.000000 Penalty: 35938.746094
Iteration 90Q: 29 clusters Score -3.863415e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 24807 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 14066 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 35575 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 3484 members 
Mstep: Class 12 contains 6257 members 
Mstep: Class 13 contains 28132 members 
Mstep: Class 14 contains 3594 members 
Mstep: Class 15 contains 133925 members 
Mstep: Class 16 contains 16482 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13210 members 
Mstep: Class 20 contains 294585 members 
Mstep: Class 21 contains 13361 members 
Mstep: Class 22 contains 3029 members 
Mstep: Class 23 contains 76420 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 3140 members 
Mstep: Class 26 contains 2080 members 
Mstep: Class 27 contains 3083 members 
Mstep: Class 28 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634136.000000 Penalty: 35938.746094
Iteration 91Q: 29 clusters Score -3.863414e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4140 members 
Mstep: Class 3 contains 24711 members 
Mstep: Class 4 contains 4862 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 14060 members 
Mstep: Class 7 contains 27017 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 35566 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 6282 members 
Mstep: Class 13 contains 28186 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 133811 members 
Mstep: Class 16 contains 16488 members 
Mstep: Class 17 contains 1974 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13242 members 
Mstep: Class 20 contains 294610 members 
Mstep: Class 21 contains 13354 members 
Mstep: Class 22 contains 3031 members 
Mstep: Class 23 contains 76429 members 
Mstep: Class 24 contains 2620 members 
Mstep: Class 25 contains 3144 members 
Mstep: Class 26 contains 2083 members 
Mstep: Class 27 contains 3095 members 
Mstep: Class 28 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634108.000000 Penalty: 35938.746094
Iteration 92Q: 29 clusters Score -3.863411e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 24642 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 2315 members 
Mstep: Class 6 contains 14053 members 
Mstep: Class 7 contains 27009 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 35563 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 3558 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 28238 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 133693 members 
Mstep: Class 16 contains 16483 members 
Mstep: Class 17 contains 1995 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13270 members 
Mstep: Class 20 contains 294640 members 
Mstep: Class 21 contains 13345 members 
Mstep: Class 22 contains 3032 members 
Mstep: Class 23 contains 76439 members 
Mstep: Class 24 contains 2622 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 2082 members 
Mstep: Class 27 contains 3100 members 
Mstep: Class 28 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634144.000000 Penalty: 35938.746094
Iteration 93Q: 29 clusters Score -3.863414e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4140 members 
Mstep: Class 3 contains 24567 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 14051 members 
Mstep: Class 7 contains 27002 members 
Mstep: Class 8 contains 4246 members 
Mstep: Class 9 contains 35556 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 6315 members 
Mstep: Class 13 contains 28286 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 133584 members 
Mstep: Class 16 contains 16478 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13303 members 
Mstep: Class 20 contains 294685 members 
Mstep: Class 21 contains 13334 members 
Mstep: Class 22 contains 3033 members 
Mstep: Class 23 contains 76444 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 3151 members 
Mstep: Class 26 contains 2082 members 
Mstep: Class 27 contains 3101 members 
Mstep: Class 28 contains 3646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634080.000000 Penalty: 35938.746094
Iteration 94Q: 29 clusters Score -3.863408e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 24485 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 2301 members 
Mstep: Class 6 contains 14052 members 
Mstep: Class 7 contains 27003 members 
Mstep: Class 8 contains 4223 members 
Mstep: Class 9 contains 35557 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 3627 members 
Mstep: Class 12 contains 6323 members 
Mstep: Class 13 contains 28331 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 133485 members 
Mstep: Class 16 contains 16464 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13330 members 
Mstep: Class 20 contains 294737 members 
Mstep: Class 21 contains 13328 members 
Mstep: Class 22 contains 3035 members 
Mstep: Class 23 contains 76445 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 3155 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3105 members 
Mstep: Class 28 contains 3668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634116.000000 Penalty: 35938.746094
Iteration 95Q: 29 clusters Score -3.863412e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4147 members 
Mstep: Class 3 contains 24396 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 14052 members 
Mstep: Class 7 contains 26997 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 35552 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 3655 members 
Mstep: Class 12 contains 6333 members 
Mstep: Class 13 contains 28382 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 133404 members 
Mstep: Class 16 contains 16453 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13351 members 
Mstep: Class 20 contains 294777 members 
Mstep: Class 21 contains 13321 members 
Mstep: Class 22 contains 3036 members 
Mstep: Class 23 contains 76454 members 
Mstep: Class 24 contains 2608 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 3114 members 
Mstep: Class 28 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634060.000000 Penalty: 35938.746094
Iteration 96Q: 29 clusters Score -3.863406e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 24322 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 14059 members 
Mstep: Class 7 contains 26992 members 
Mstep: Class 8 contains 4195 members 
Mstep: Class 9 contains 35547 members 
Mstep: Class 10 contains 1008 members 
Mstep: Class 11 contains 3674 members 
Mstep: Class 12 contains 6338 members 
Mstep: Class 13 contains 28430 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 133339 members 
Mstep: Class 16 contains 16449 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13353 members 
Mstep: Class 20 contains 294817 members 
Mstep: Class 21 contains 13312 members 
Mstep: Class 22 contains 3038 members 
Mstep: Class 23 contains 76471 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 3162 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 3694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634016.000000 Penalty: 35938.746094
Iteration 97Q: 29 clusters Score -3.863402e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 24262 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 2281 members 
Mstep: Class 6 contains 14065 members 
Mstep: Class 7 contains 26989 members 
Mstep: Class 8 contains 4195 members 
Mstep: Class 9 contains 35545 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 28474 members 
Mstep: Class 14 contains 3602 members 
Mstep: Class 15 contains 133291 members 
Mstep: Class 16 contains 16438 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 294829 members 
Mstep: Class 21 contains 13302 members 
Mstep: Class 22 contains 3039 members 
Mstep: Class 23 contains 76479 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 3164 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634112.000000 Penalty: 35938.746094
Iteration 98Q: 29 clusters Score -3.863411e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 24196 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 14072 members 
Mstep: Class 7 contains 26981 members 
Mstep: Class 8 contains 4195 members 
Mstep: Class 9 contains 35544 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 28510 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 133236 members 
Mstep: Class 16 contains 16423 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13364 members 
Mstep: Class 20 contains 294854 members 
Mstep: Class 21 contains 13297 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 76491 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 3168 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634144.000000 Penalty: 35938.746094
Iteration 99Q: 29 clusters Score -3.863414e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4175 members 
Mstep: Class 3 contains 24133 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 14074 members 
Mstep: Class 7 contains 26971 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 35544 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 28556 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 133196 members 
Mstep: Class 16 contains 16413 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13363 members 
Mstep: Class 20 contains 294863 members 
Mstep: Class 21 contains 13291 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 76504 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 3168 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634200.000000 Penalty: 35938.746094
Iteration 100F: 29 clusters Score -3.86342e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 24074 members 
Mstep: Class 4 contains 4883 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 14077 members 
Mstep: Class 7 contains 26962 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 35539 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 3811 members 
Mstep: Class 12 contains 6358 members 
Mstep: Class 13 contains 28603 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 133138 members 
Mstep: Class 16 contains 16410 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13363 members 
Mstep: Class 20 contains 294871 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 76514 members 
Mstep: Class 24 contains 2603 members 
Mstep: Class 25 contains 3169 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 3131 members 
Mstep: Class 28 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634228.000000 Penalty: 35938.746094
Iteration 101Q: 29 clusters Score -3.863423e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 24008 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 14079 members 
Mstep: Class 7 contains 26951 members 
Mstep: Class 8 contains 4180 members 
Mstep: Class 9 contains 35535 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 3865 members 
Mstep: Class 12 contains 6370 members 
Mstep: Class 13 contains 28664 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 133074 members 
Mstep: Class 16 contains 16407 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13356 members 
Mstep: Class 20 contains 294892 members 
Mstep: Class 21 contains 13279 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 76516 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 3172 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 3137 members 
Mstep: Class 28 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634448.000000 Penalty: 35938.746094
Iteration 102Q: 29 clusters Score -3.863445e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 23939 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 14088 members 
Mstep: Class 7 contains 26947 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 35537 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 3913 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 28719 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 133001 members 
Mstep: Class 16 contains 16405 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13353 members 
Mstep: Class 20 contains 294918 members 
Mstep: Class 21 contains 13276 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 76522 members 
Mstep: Class 24 contains 2595 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 3146 members 
Mstep: Class 28 contains 3790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634440.000000 Penalty: 35938.746094
Iteration 103Q: 29 clusters Score -3.863444e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 23873 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 14102 members 
Mstep: Class 7 contains 26946 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 35527 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 6381 members 
Mstep: Class 13 contains 28777 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 132950 members 
Mstep: Class 16 contains 16399 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 294925 members 
Mstep: Class 21 contains 13272 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 76509 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 3152 members 
Mstep: Class 28 contains 3803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634440.000000 Penalty: 35938.746094
Iteration 104Q: 29 clusters Score -3.863444e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4209 members 
Mstep: Class 3 contains 23793 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 14111 members 
Mstep: Class 7 contains 26938 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 35521 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 132896 members 
Mstep: Class 16 contains 16393 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 294957 members 
Mstep: Class 21 contains 13265 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 76509 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 2096 members 
Mstep: Class 27 contains 3158 members 
Mstep: Class 28 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634428.000000 Penalty: 35938.746094
Iteration 105Q: 29 clusters Score -3.863443e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 23717 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 14126 members 
Mstep: Class 7 contains 26924 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 35517 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 4064 members 
Mstep: Class 12 contains 6406 members 
Mstep: Class 13 contains 28867 members 
Mstep: Class 14 contains 3602 members 
Mstep: Class 15 contains 132839 members 
Mstep: Class 16 contains 16392 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13362 members 
Mstep: Class 20 contains 294987 members 
Mstep: Class 21 contains 13259 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 76511 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634516.000000 Penalty: 35938.746094
Iteration 106Q: 29 clusters Score -3.863452e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 23649 members 
Mstep: Class 4 contains 4907 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 14137 members 
Mstep: Class 7 contains 26913 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 35518 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 4112 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 28906 members 
Mstep: Class 14 contains 3602 members 
Mstep: Class 15 contains 132790 members 
Mstep: Class 16 contains 16392 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13370 members 
Mstep: Class 20 contains 295012 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 76512 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 3850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634484.000000 Penalty: 35938.746094
Iteration 107Q: 29 clusters Score -3.863448e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4209 members 
Mstep: Class 3 contains 23568 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 14154 members 
Mstep: Class 7 contains 26903 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 35515 members 
Mstep: Class 10 contains 1037 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 28945 members 
Mstep: Class 14 contains 3602 members 
Mstep: Class 15 contains 132746 members 
Mstep: Class 16 contains 16387 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13369 members 
Mstep: Class 20 contains 295051 members 
Mstep: Class 21 contains 13247 members 
Mstep: Class 22 contains 3045 members 
Mstep: Class 23 contains 76521 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634636.000000 Penalty: 35938.746094
Iteration 108Q: 29 clusters Score -3.863464e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4207 members 
Mstep: Class 3 contains 23503 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 14173 members 
Mstep: Class 7 contains 26890 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 35513 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 28983 members 
Mstep: Class 14 contains 3604 members 
Mstep: Class 15 contains 132706 members 
Mstep: Class 16 contains 16374 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13355 members 
Mstep: Class 20 contains 295085 members 
Mstep: Class 21 contains 13238 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 76536 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 3184 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 3864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634704.000000 Penalty: 35938.746094
Iteration 109Q: 29 clusters Score -3.86347e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4209 members 
Mstep: Class 3 contains 23431 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 14194 members 
Mstep: Class 7 contains 26879 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 35505 members 
Mstep: Class 10 contains 1040 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 6425 members 
Mstep: Class 13 contains 29034 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 132667 members 
Mstep: Class 16 contains 16355 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 295117 members 
Mstep: Class 21 contains 13230 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 76542 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 3188 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 3183 members 
Mstep: Class 28 contains 3870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634708.000000 Penalty: 35938.746094
Iteration 110Q: 29 clusters Score -3.863471e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4211 members 
Mstep: Class 3 contains 23342 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 14205 members 
Mstep: Class 7 contains 26863 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 35500 members 
Mstep: Class 10 contains 1042 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 29089 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 132635 members 
Mstep: Class 16 contains 16333 members 
Mstep: Class 17 contains 2188 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13330 members 
Mstep: Class 20 contains 295133 members 
Mstep: Class 21 contains 13222 members 
Mstep: Class 22 contains 3051 members 
Mstep: Class 23 contains 76555 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 3194 members 
Mstep: Class 28 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634788.000000 Penalty: 35938.746094
Iteration 111Q: 29 clusters Score -3.863479e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 23228 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 14226 members 
Mstep: Class 7 contains 26850 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 35494 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 29148 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 132601 members 
Mstep: Class 16 contains 16303 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 295162 members 
Mstep: Class 21 contains 13218 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 76561 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 2082 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634828.000000 Penalty: 35938.746094
Iteration 112Q: 29 clusters Score -3.863483e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 23130 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 14249 members 
Mstep: Class 7 contains 26828 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 35489 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 6432 members 
Mstep: Class 13 contains 29201 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 132572 members 
Mstep: Class 16 contains 16279 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 295183 members 
Mstep: Class 21 contains 13218 members 
Mstep: Class 22 contains 3061 members 
Mstep: Class 23 contains 76569 members 
Mstep: Class 24 contains 2559 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2083 members 
Mstep: Class 27 contains 3212 members 
Mstep: Class 28 contains 3887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634856.000000 Penalty: 35938.746094
Iteration 113Q: 29 clusters Score -3.863486e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4207 members 
Mstep: Class 3 contains 23027 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 14272 members 
Mstep: Class 7 contains 26816 members 
Mstep: Class 8 contains 4250 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 6450 members 
Mstep: Class 13 contains 29262 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 132551 members 
Mstep: Class 16 contains 16268 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 295188 members 
Mstep: Class 21 contains 13216 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 76572 members 
Mstep: Class 24 contains 2558 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 2083 members 
Mstep: Class 27 contains 3217 members 
Mstep: Class 28 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634956.000000 Penalty: 35938.746094
Iteration 114Q: 29 clusters Score -3.863496e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 22924 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 14296 members 
Mstep: Class 7 contains 26815 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 35477 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 6448 members 
Mstep: Class 13 contains 29329 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 132537 members 
Mstep: Class 16 contains 16262 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13269 members 
Mstep: Class 20 contains 295181 members 
Mstep: Class 21 contains 13212 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 76570 members 
Mstep: Class 24 contains 2554 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 2080 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 3893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635004.000000 Penalty: 35938.746094
Iteration 115Q: 29 clusters Score -3.8635e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4201 members 
Mstep: Class 3 contains 22843 members 
Mstep: Class 4 contains 4843 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 14318 members 
Mstep: Class 7 contains 26813 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 35471 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 6453 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 132524 members 
Mstep: Class 16 contains 16264 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13254 members 
Mstep: Class 20 contains 295165 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 76556 members 
Mstep: Class 24 contains 2553 members 
Mstep: Class 25 contains 3198 members 
Mstep: Class 26 contains 2078 members 
Mstep: Class 27 contains 3231 members 
Mstep: Class 28 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635104.000000 Penalty: 35938.746094
Iteration 116Q: 29 clusters Score -3.86351e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4201 members 
Mstep: Class 3 contains 22755 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 14339 members 
Mstep: Class 7 contains 26804 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 35467 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 4743 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 132505 members 
Mstep: Class 16 contains 16259 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13231 members 
Mstep: Class 20 contains 295146 members 
Mstep: Class 21 contains 13198 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 76555 members 
Mstep: Class 24 contains 2554 members 
Mstep: Class 25 contains 3200 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 3230 members 
Mstep: Class 28 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635104.000000 Penalty: 35938.746094
Iteration 117Q: 29 clusters Score -3.86351e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4203 members 
Mstep: Class 3 contains 22668 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 14358 members 
Mstep: Class 7 contains 26801 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 35462 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 4812 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 3608 members 
Mstep: Class 15 contains 132487 members 
Mstep: Class 16 contains 16267 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13220 members 
Mstep: Class 20 contains 295131 members 
Mstep: Class 21 contains 13190 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 76554 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 3232 members 
Mstep: Class 28 contains 3901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635092.000000 Penalty: 35938.746094
Iteration 118Q: 29 clusters Score -3.863509e+07 nChanged 451
Entering ConstructFrom: 
Score: -38635092.000000 Penalty: 35938.746094
Entering ConstructFrom: 
Trying to split cluster 1 (5294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Entering Unmasked Estep 
Score: -284859.968750 Penalty: 814.561279
	Iteration 0F: 2 clusters Score -284860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -281117.375000 Penalty: 1629.122559
	Iteration 0F: 3 clusters Score -281117.4 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -282637.000000 Penalty: 1629.122559
	Iteration 1F: 3 clusters Score -282637 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -283078.531250 Penalty: 1629.122559
	Iteration 2F: 3 clusters Score -283078.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -283527.343750 Penalty: 1629.122559
	Iteration 3F: 3 clusters Score -283527.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -283860.437500 Penalty: 1629.122559
	Iteration 4F: 3 clusters Score -283860.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -284048.375000 Penalty: 1629.122559
	Iteration 5F: 3 clusters Score -284048.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -284126.125000 Penalty: 1629.122559
	Iteration 6Q: 3 clusters Score -284126.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -284163.062500 Penalty: 1629.122559
	Iteration 7Q: 3 clusters Score -284163.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -284187.218750 Penalty: 1629.122559
	Iteration 8Q: 3 clusters Score -284187.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -284204.843750 Penalty: 1629.122559
	Iteration 9Q: 3 clusters Score -284204.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -284215.843750 Penalty: 1629.122559
	Iteration 10Q: 3 clusters Score -284215.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -284223.375000 Penalty: 1629.122559
	Iteration 11Q: 3 clusters Score -284223.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -284229.187500 Penalty: 1629.122559
	Iteration 12Q: 3 clusters Score -284229.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -284234.281250 Penalty: 1629.122559
	Iteration 13Q: 3 clusters Score -284234.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -284238.031250 Penalty: 1629.122559
	Iteration 14Q: 3 clusters Score -284238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -284242.937500 Penalty: 1629.122559
	Iteration 15Q: 3 clusters Score -284242.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -284247.656250 Penalty: 1629.122559
	Iteration 16Q: 3 clusters Score -284247.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -284249.656250 Penalty: 1629.122559
	Iteration 17Q: 3 clusters Score -284249.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -284252.218750 Penalty: 1629.122559
	Iteration 18Q: 3 clusters Score -284252.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -284254.062500 Penalty: 1629.122559
	Iteration 19Q: 3 clusters Score -284254.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -284256.437500 Penalty: 1629.122559
	Iteration 20F: 3 clusters Score -284256.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -284257.593750 Penalty: 1629.122559
	Iteration 21Q: 3 clusters Score -284257.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -284259.156250 Penalty: 1629.122559
	Iteration 22Q: 3 clusters Score -284259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -284258.968750 Penalty: 1629.122559
	Iteration 23Q: 3 clusters Score -284259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -284259.562500 Penalty: 1629.122559
	Iteration 24Q: 3 clusters Score -284259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -284260.625000 Penalty: 1629.122559
	Iteration 25Q: 3 clusters Score -284260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -284261.625000 Penalty: 1629.122559
	Iteration 26Q: 3 clusters Score -284261.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -284262.906250 Penalty: 1629.122559
	Iteration 27Q: 3 clusters Score -284262.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -284264.312500 Penalty: 1629.122559
	Iteration 28Q: 3 clusters Score -284264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -284264.656250 Penalty: 1629.122559
	Iteration 29Q: 3 clusters Score -284264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -284265.156250 Penalty: 1629.122559
	Iteration 30Q: 3 clusters Score -284265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -284266.125000 Penalty: 1629.122559
	Iteration 31Q: 3 clusters Score -284266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -284267.500000 Penalty: 1629.122559
	Iteration 32Q: 3 clusters Score -284267.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -284268.968750 Penalty: 1629.122559
	Iteration 33Q: 3 clusters Score -284269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -284270.562500 Penalty: 1629.122559
	Iteration 34Q: 3 clusters Score -284270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -284271.656250 Penalty: 1629.122559
	Iteration 35Q: 3 clusters Score -284271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -284272.250000 Penalty: 1629.122559
	Iteration 36Q: 3 clusters Score -284272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -284272.250000 Penalty: 1629.122559
	Iteration 37Q: 3 clusters Score -284272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -284272.156250 Penalty: 1629.122559
	Iteration 38Q: 3 clusters Score -284272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -284272.750000 Penalty: 1629.122559
	Iteration 39Q: 3 clusters Score -284272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -284273.187500 Penalty: 1629.122559
	Iteration 40F: 3 clusters Score -284273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -284275.156250 Penalty: 1629.122559
	Iteration 41Q: 3 clusters Score -284275.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -284276.500000 Penalty: 1629.122559
	Iteration 42Q: 3 clusters Score -284276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -284277.812500 Penalty: 1629.122559
	Iteration 43Q: 3 clusters Score -284277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -284279.250000 Penalty: 1629.122559
	Iteration 44Q: 3 clusters Score -284279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -284280.156250 Penalty: 1629.122559
	Iteration 45Q: 3 clusters Score -284280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -284280.250000 Penalty: 1629.122559
	Iteration 46Q: 3 clusters Score -284280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -284281.968750 Penalty: 1629.122559
	Iteration 47Q: 3 clusters Score -284282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -284283.718750 Penalty: 1629.122559
	Iteration 48Q: 3 clusters Score -284283.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -284285.937500 Penalty: 1629.122559
	Iteration 49Q: 3 clusters Score -284285.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -284287.437500 Penalty: 1629.122559
	Iteration 50Q: 3 clusters Score -284287.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -284287.718750 Penalty: 1629.122559
	Iteration 51Q: 3 clusters Score -284287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -284288.062500 Penalty: 1629.122559
	Iteration 52Q: 3 clusters Score -284288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -284288.468750 Penalty: 1629.122559
	Iteration 53Q: 3 clusters Score -284288.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -284288.468750 Penalty: 1629.122559
	Iteration 54F: 3 clusters Score -284288.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Entering Unmasked Estep 
Score: -199710.750000 Penalty: 792.705383
	Iteration 0F: 2 clusters Score -199710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -196682.078125 Penalty: 1585.410767
	Iteration 0F: 3 clusters Score -196682.1 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -197663.171875 Penalty: 1585.410767
	Iteration 1F: 3 clusters Score -197663.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -197825.328125 Penalty: 1585.410767
	Iteration 2F: 3 clusters Score -197825.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -197994.234375 Penalty: 1585.410767
	Iteration 3F: 3 clusters Score -197994.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -198157.046875 Penalty: 1585.410767
	Iteration 4F: 3 clusters Score -198157 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -198310.359375 Penalty: 1585.410767
	Iteration 5F: 3 clusters Score -198310.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -198415.234375 Penalty: 1585.410767
	Iteration 6Q: 3 clusters Score -198415.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -198490.109375 Penalty: 1585.410767
	Iteration 7Q: 3 clusters Score -198490.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -198569.937500 Penalty: 1585.410767
	Iteration 8Q: 3 clusters Score -198569.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -198656.046875 Penalty: 1585.410767
	Iteration 9Q: 3 clusters Score -198656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -198719.890625 Penalty: 1585.410767
	Iteration 10Q: 3 clusters Score -198719.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -198780.703125 Penalty: 1585.410767
	Iteration 11Q: 3 clusters Score -198780.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -198836.671875 Penalty: 1585.410767
	Iteration 12Q: 3 clusters Score -198836.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -198884.968750 Penalty: 1585.410767
	Iteration 13Q: 3 clusters Score -198885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -198919.000000 Penalty: 1585.410767
	Iteration 14Q: 3 clusters Score -198919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -198960.562500 Penalty: 1585.410767
	Iteration 15Q: 3 clusters Score -198960.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -198995.015625 Penalty: 1585.410767
	Iteration 16Q: 3 clusters Score -198995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -199019.250000 Penalty: 1585.410767
	Iteration 17Q: 3 clusters Score -199019.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -199043.671875 Penalty: 1585.410767
	Iteration 18Q: 3 clusters Score -199043.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -199059.890625 Penalty: 1585.410767
	Iteration 19Q: 3 clusters Score -199059.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -199071.015625 Penalty: 1585.410767
	Iteration 20F: 3 clusters Score -199071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -199082.765625 Penalty: 1585.410767
	Iteration 21Q: 3 clusters Score -199082.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -199091.437500 Penalty: 1585.410767
	Iteration 22Q: 3 clusters Score -199091.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -199097.437500 Penalty: 1585.410767
	Iteration 23Q: 3 clusters Score -199097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -199100.437500 Penalty: 1585.410767
	Iteration 24Q: 3 clusters Score -199100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -199103.140625 Penalty: 1585.410767
	Iteration 25Q: 3 clusters Score -199103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -199105.656250 Penalty: 1585.410767
	Iteration 26Q: 3 clusters Score -199105.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -199111.265625 Penalty: 1585.410767
	Iteration 27Q: 3 clusters Score -199111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -199112.750000 Penalty: 1585.410767
	Iteration 28Q: 3 clusters Score -199112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -199113.718750 Penalty: 1585.410767
	Iteration 29Q: 3 clusters Score -199113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -199115.109375 Penalty: 1585.410767
	Iteration 30Q: 3 clusters Score -199115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -199117.500000 Penalty: 1585.410767
	Iteration 31Q: 3 clusters Score -199117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -199117.500000 Penalty: 1585.410767
	Iteration 32F: 3 clusters Score -199117.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Entering Unmasked Estep 
Score: -1118764.625000 Penalty: 952.341064
	Iteration 0F: 2 clusters Score -1118765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1103672.625000 Penalty: 1904.682129
	Iteration 0F: 3 clusters Score -1103673 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1109423.875000 Penalty: 1904.682129
	Iteration 1F: 3 clusters Score -1109424 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1109741.625000 Penalty: 1904.682129
	Iteration 2Q: 3 clusters Score -1109742 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1110087.500000 Penalty: 1904.682129
	Iteration 3Q: 3 clusters Score -1110088 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1110506.875000 Penalty: 1904.682129
	Iteration 4Q: 3 clusters Score -1110507 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1111081.000000 Penalty: 1904.682129
	Iteration 5Q: 3 clusters Score -1111081 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1111846.375000 Penalty: 1904.682129
	Iteration 6F: 3 clusters Score -1111846 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1112800.625000 Penalty: 1904.682129
	Iteration 7F: 3 clusters Score -1112801 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1113887.000000 Penalty: 1904.682129
	Iteration 8F: 3 clusters Score -1113887 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1115020.000000 Penalty: 1904.682129
	Iteration 9F: 3 clusters Score -1115020 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -1116002.250000 Penalty: 1904.682129
	Iteration 10F: 3 clusters Score -1116002 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -1116754.375000 Penalty: 1904.682129
	Iteration 11Q: 3 clusters Score -1116754 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -1117250.250000 Penalty: 1904.682129
	Iteration 12Q: 3 clusters Score -1117250 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -1117545.750000 Penalty: 1904.682129
	Iteration 13Q: 3 clusters Score -1117546 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -1117716.375000 Penalty: 1904.682129
	Iteration 14Q: 3 clusters Score -1117716 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -1117821.125000 Penalty: 1904.682129
	Iteration 15Q: 3 clusters Score -1117821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -1117880.875000 Penalty: 1904.682129
	Iteration 16Q: 3 clusters Score -1117881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -1117913.500000 Penalty: 1904.682129
	Iteration 17Q: 3 clusters Score -1117914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1117941.625000 Penalty: 1904.682129
	Iteration 18Q: 3 clusters Score -1117942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -1117959.625000 Penalty: 1904.682129
	Iteration 19Q: 3 clusters Score -1117960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -1117971.125000 Penalty: 1904.682129
	Iteration 20F: 3 clusters Score -1117971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -1117973.250000 Penalty: 1904.682129
	Iteration 21Q: 3 clusters Score -1117973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -1117974.625000 Penalty: 1904.682129
	Iteration 22Q: 3 clusters Score -1117975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -1117976.500000 Penalty: 1904.682129
	Iteration 23Q: 3 clusters Score -1117976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -1117977.500000 Penalty: 1904.682129
	Iteration 24Q: 3 clusters Score -1117978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -1117980.000000 Penalty: 1904.682129
	Iteration 25Q: 3 clusters Score -1117980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1117983.375000 Penalty: 1904.682129
	Iteration 26Q: 3 clusters Score -1117983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -1117984.750000 Penalty: 1904.682129
	Iteration 27Q: 3 clusters Score -1117985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -1117984.750000 Penalty: 1904.682129
	Iteration 28F: 3 clusters Score -1117985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -258698.390625 Penalty: 804.957886
	Iteration 0F: 2 clusters Score -258698.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -255294.468750 Penalty: 1609.915771
	Iteration 0F: 3 clusters Score -255294.5 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -256613.609375 Penalty: 1609.915771
	Iteration 1F: 3 clusters Score -256613.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -256949.281250 Penalty: 1609.915771
	Iteration 2F: 3 clusters Score -256949.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -257274.640625 Penalty: 1609.915771
	Iteration 3F: 3 clusters Score -257274.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -257491.703125 Penalty: 1609.915771
	Iteration 4F: 3 clusters Score -257491.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -257617.375000 Penalty: 1609.915771
	Iteration 5Q: 3 clusters Score -257617.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -257683.343750 Penalty: 1609.915771
	Iteration 6Q: 3 clusters Score -257683.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -257728.250000 Penalty: 1609.915771
	Iteration 7Q: 3 clusters Score -257728.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -257756.687500 Penalty: 1609.915771
	Iteration 8Q: 3 clusters Score -257756.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -257782.968750 Penalty: 1609.915771
	Iteration 9Q: 3 clusters Score -257783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -257801.140625 Penalty: 1609.915771
	Iteration 10Q: 3 clusters Score -257801.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -257813.656250 Penalty: 1609.915771
	Iteration 11Q: 3 clusters Score -257813.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -257825.906250 Penalty: 1609.915771
	Iteration 12Q: 3 clusters Score -257825.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257836.531250 Penalty: 1609.915771
	Iteration 13Q: 3 clusters Score -257836.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257847.437500 Penalty: 1609.915771
	Iteration 14Q: 3 clusters Score -257847.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -257856.890625 Penalty: 1609.915771
	Iteration 15Q: 3 clusters Score -257856.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -257860.656250 Penalty: 1609.915771
	Iteration 16Q: 3 clusters Score -257860.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -257864.046875 Penalty: 1609.915771
	Iteration 17Q: 3 clusters Score -257864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -257870.734375 Penalty: 1609.915771
	Iteration 18Q: 3 clusters Score -257870.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -257883.265625 Penalty: 1609.915771
	Iteration 19Q: 3 clusters Score -257883.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -257900.406250 Penalty: 1609.915771
	Iteration 20F: 3 clusters Score -257900.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -257916.562500 Penalty: 1609.915771
	Iteration 21Q: 3 clusters Score -257916.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -257931.375000 Penalty: 1609.915771
	Iteration 22Q: 3 clusters Score -257931.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -257945.328125 Penalty: 1609.915771
	Iteration 23Q: 3 clusters Score -257945.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257954.718750 Penalty: 1609.915771
	Iteration 24Q: 3 clusters Score -257954.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -257962.656250 Penalty: 1609.915771
	Iteration 25Q: 3 clusters Score -257962.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -257967.906250 Penalty: 1609.915771
	Iteration 26Q: 3 clusters Score -257967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -257973.140625 Penalty: 1609.915771
	Iteration 27Q: 3 clusters Score -257973.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -257977.671875 Penalty: 1609.915771
	Iteration 28Q: 3 clusters Score -257977.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -257981.921875 Penalty: 1609.915771
	Iteration 29Q: 3 clusters Score -257981.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -257985.015625 Penalty: 1609.915771
	Iteration 30Q: 3 clusters Score -257985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -257985.796875 Penalty: 1609.915771
	Iteration 31Q: 3 clusters Score -257985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257985.921875 Penalty: 1609.915771
	Iteration 32Q: 3 clusters Score -257985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -257985.796875 Penalty: 1609.915771
	Iteration 33Q: 3 clusters Score -257985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257986.406250 Penalty: 1609.915771
	Iteration 34Q: 3 clusters Score -257986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257986.406250 Penalty: 1609.915771
	Iteration 35F: 3 clusters Score -257986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -121136.507812 Penalty: 733.021484
	Iteration 0F: 2 clusters Score -121136.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -119268.132812 Penalty: 1466.042969
	Iteration 0F: 3 clusters Score -119268.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119695.078125 Penalty: 1466.042969
	Iteration 1F: 3 clusters Score -119695.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -119795.859375 Penalty: 1466.042969
	Iteration 2F: 3 clusters Score -119795.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -119864.398438 Penalty: 1466.042969
	Iteration 3F: 3 clusters Score -119864.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -119928.515625 Penalty: 1466.042969
	Iteration 4Q: 3 clusters Score -119928.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -119987.609375 Penalty: 1466.042969
	Iteration 5Q: 3 clusters Score -119987.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -120036.250000 Penalty: 1466.042969
	Iteration 6Q: 3 clusters Score -120036.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -120076.023438 Penalty: 1466.042969
	Iteration 7Q: 3 clusters Score -120076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -120127.859375 Penalty: 1466.042969
	Iteration 8Q: 3 clusters Score -120127.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -120164.070312 Penalty: 1466.042969
	Iteration 9Q: 3 clusters Score -120164.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -120197.445312 Penalty: 1466.042969
	Iteration 10Q: 3 clusters Score -120197.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -120227.773438 Penalty: 1466.042969
	Iteration 11Q: 3 clusters Score -120227.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -120251.710938 Penalty: 1466.042969
	Iteration 12Q: 3 clusters Score -120251.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -120276.039062 Penalty: 1466.042969
	Iteration 13Q: 3 clusters Score -120276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -120305.109375 Penalty: 1466.042969
	Iteration 14Q: 3 clusters Score -120305.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -120323.546875 Penalty: 1466.042969
	Iteration 15Q: 3 clusters Score -120323.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -120334.679688 Penalty: 1466.042969
	Iteration 16Q: 3 clusters Score -120334.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -120341.062500 Penalty: 1466.042969
	Iteration 17Q: 3 clusters Score -120341.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -120346.921875 Penalty: 1466.042969
	Iteration 18Q: 3 clusters Score -120346.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -120351.335938 Penalty: 1466.042969
	Iteration 19Q: 3 clusters Score -120351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -120355.820312 Penalty: 1466.042969
	Iteration 20F: 3 clusters Score -120355.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -120358.742188 Penalty: 1466.042969
	Iteration 21Q: 3 clusters Score -120358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -120359.804688 Penalty: 1466.042969
	Iteration 22Q: 3 clusters Score -120359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -120361.468750 Penalty: 1466.042969
	Iteration 23Q: 3 clusters Score -120361.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -120362.585938 Penalty: 1466.042969
	Iteration 24Q: 3 clusters Score -120362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -120363.062500 Penalty: 1466.042969
	Iteration 25Q: 3 clusters Score -120363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -120363.523438 Penalty: 1466.042969
	Iteration 26Q: 3 clusters Score -120363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -120363.523438 Penalty: 1466.042969
	Iteration 27F: 3 clusters Score -120363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Entering Unmasked Estep 
Score: -826339.562500 Penalty: 909.471619
	Iteration 0F: 2 clusters Score -826339.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -816666.125000 Penalty: 1818.943237
	Iteration 0F: 3 clusters Score -816666.1 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -820118.500000 Penalty: 1818.943237
	Iteration 1F: 3 clusters Score -820118.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -820286.562500 Penalty: 1818.943237
	Iteration 2Q: 3 clusters Score -820286.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -820459.250000 Penalty: 1818.943237
	Iteration 3Q: 3 clusters Score -820459.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -820645.875000 Penalty: 1818.943237
	Iteration 4Q: 3 clusters Score -820645.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -820874.937500 Penalty: 1818.943237
	Iteration 5Q: 3 clusters Score -820874.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -821199.562500 Penalty: 1818.943237
	Iteration 6Q: 3 clusters Score -821199.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -821672.000000 Penalty: 1818.943237
	Iteration 7F: 3 clusters Score -821672 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -822284.250000 Penalty: 1818.943237
	Iteration 8F: 3 clusters Score -822284.2 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -823019.937500 Penalty: 1818.943237
	Iteration 9F: 3 clusters Score -823019.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -823778.812500 Penalty: 1818.943237
	Iteration 10F: 3 clusters Score -823778.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -824416.312500 Penalty: 1818.943237
	Iteration 11Q: 3 clusters Score -824416.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -824809.312500 Penalty: 1818.943237
	Iteration 12Q: 3 clusters Score -824809.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -825070.062500 Penalty: 1818.943237
	Iteration 13Q: 3 clusters Score -825070.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -825216.625000 Penalty: 1818.943237
	Iteration 14Q: 3 clusters Score -825216.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -825308.562500 Penalty: 1818.943237
	Iteration 15Q: 3 clusters Score -825308.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -825370.562500 Penalty: 1818.943237
	Iteration 16Q: 3 clusters Score -825370.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -825425.250000 Penalty: 1818.943237
	Iteration 17Q: 3 clusters Score -825425.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -825472.250000 Penalty: 1818.943237
	Iteration 18Q: 3 clusters Score -825472.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -825513.625000 Penalty: 1818.943237
	Iteration 19Q: 3 clusters Score -825513.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -825549.750000 Penalty: 1818.943237
	Iteration 20F: 3 clusters Score -825549.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -825578.250000 Penalty: 1818.943237
	Iteration 21Q: 3 clusters Score -825578.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -825602.687500 Penalty: 1818.943237
	Iteration 22Q: 3 clusters Score -825602.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -825613.875000 Penalty: 1818.943237
	Iteration 23Q: 3 clusters Score -825613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -825624.437500 Penalty: 1818.943237
	Iteration 24Q: 3 clusters Score -825624.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -825632.625000 Penalty: 1818.943237
	Iteration 25Q: 3 clusters Score -825632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -825638.250000 Penalty: 1818.943237
	Iteration 26Q: 3 clusters Score -825638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -825638.812500 Penalty: 1818.943237
	Iteration 27Q: 3 clusters Score -825638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -825641.187500 Penalty: 1818.943237
	Iteration 28Q: 3 clusters Score -825641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -825644.625000 Penalty: 1818.943237
	Iteration 29Q: 3 clusters Score -825644.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -825649.562500 Penalty: 1818.943237
	Iteration 30Q: 3 clusters Score -825649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -825655.187500 Penalty: 1818.943237
	Iteration 31Q: 3 clusters Score -825655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -825659.687500 Penalty: 1818.943237
	Iteration 32Q: 3 clusters Score -825659.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -825663.500000 Penalty: 1818.943237
	Iteration 33Q: 3 clusters Score -825663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -825665.750000 Penalty: 1818.943237
	Iteration 34Q: 3 clusters Score -825665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -825666.687500 Penalty: 1818.943237
	Iteration 35Q: 3 clusters Score -825666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -825666.500000 Penalty: 1818.943237
	Iteration 36Q: 3 clusters Score -825666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -825669.062500 Penalty: 1818.943237
	Iteration 37Q: 3 clusters Score -825669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -825672.375000 Penalty: 1818.943237
	Iteration 38Q: 3 clusters Score -825672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -825675.500000 Penalty: 1818.943237
	Iteration 39Q: 3 clusters Score -825675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -825676.187500 Penalty: 1818.943237
	Iteration 40F: 3 clusters Score -825676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Entering Unmasked Estep 
Score: -1435155.125000 Penalty: 968.606628
	Iteration 0F: 2 clusters Score -1435155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1417250.375000 Penalty: 1937.213257
	Iteration 0F: 3 clusters Score -1417250 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1424467.375000 Penalty: 1937.213257
	Iteration 1F: 3 clusters Score -1424467 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1425118.000000 Penalty: 1937.213257
	Iteration 2F: 3 clusters Score -1425118 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1425849.875000 Penalty: 1937.213257
	Iteration 3F: 3 clusters Score -1425850 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1426638.250000 Penalty: 1937.213257
	Iteration 4F: 3 clusters Score -1426638 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1427458.125000 Penalty: 1937.213257
	Iteration 5F: 3 clusters Score -1427458 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1428270.500000 Penalty: 1937.213257
	Iteration 6F: 3 clusters Score -1428270 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1429129.875000 Penalty: 1937.213257
	Iteration 7F: 3 clusters Score -1429130 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1430125.750000 Penalty: 1937.213257
	Iteration 8F: 3 clusters Score -1430126 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1431191.250000 Penalty: 1937.213257
	Iteration 9F: 3 clusters Score -1431191 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1432195.875000 Penalty: 1937.213257
	Iteration 10Q: 3 clusters Score -1432196 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1432888.625000 Penalty: 1937.213257
	Iteration 11Q: 3 clusters Score -1432889 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1433283.250000 Penalty: 1937.213257
	Iteration 12Q: 3 clusters Score -1433283 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1433509.500000 Penalty: 1937.213257
	Iteration 13Q: 3 clusters Score -1433510 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1433648.625000 Penalty: 1937.213257
	Iteration 14Q: 3 clusters Score -1433649 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1433761.875000 Penalty: 1937.213257
	Iteration 15Q: 3 clusters Score -1433762 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1433842.375000 Penalty: 1937.213257
	Iteration 16Q: 3 clusters Score -1433842 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1433928.125000 Penalty: 1937.213257
	Iteration 17Q: 3 clusters Score -1433928 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1433991.000000 Penalty: 1937.213257
	Iteration 18Q: 3 clusters Score -1433991 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1434046.375000 Penalty: 1937.213257
	Iteration 19Q: 3 clusters Score -1434046 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1434103.250000 Penalty: 1937.213257
	Iteration 20F: 3 clusters Score -1434103 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1434143.250000 Penalty: 1937.213257
	Iteration 21Q: 3 clusters Score -1434143 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1434181.500000 Penalty: 1937.213257
	Iteration 22Q: 3 clusters Score -1434182 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1434209.375000 Penalty: 1937.213257
	Iteration 23Q: 3 clusters Score -1434209 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1434232.500000 Penalty: 1937.213257
	Iteration 24Q: 3 clusters Score -1434232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1434250.000000 Penalty: 1937.213257
	Iteration 25Q: 3 clusters Score -1434250 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1434268.750000 Penalty: 1937.213257
	Iteration 26Q: 3 clusters Score -1434269 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1434282.875000 Penalty: 1937.213257
	Iteration 27Q: 3 clusters Score -1434283 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1434300.625000 Penalty: 1937.213257
	Iteration 28Q: 3 clusters Score -1434301 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1434313.125000 Penalty: 1937.213257
	Iteration 29Q: 3 clusters Score -1434313 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1434325.375000 Penalty: 1937.213257
	Iteration 30Q: 3 clusters Score -1434325 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1434339.625000 Penalty: 1937.213257
	Iteration 31Q: 3 clusters Score -1434340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1434356.000000 Penalty: 1937.213257
	Iteration 32Q: 3 clusters Score -1434356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1434367.375000 Penalty: 1937.213257
	Iteration 33Q: 3 clusters Score -1434367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1434375.375000 Penalty: 1937.213257
	Iteration 34Q: 3 clusters Score -1434375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1434378.500000 Penalty: 1937.213257
	Iteration 35Q: 3 clusters Score -1434378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1434383.625000 Penalty: 1937.213257
	Iteration 36Q: 3 clusters Score -1434384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1434389.000000 Penalty: 1937.213257
	Iteration 37Q: 3 clusters Score -1434389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1434393.125000 Penalty: 1937.213257
	Iteration 38Q: 3 clusters Score -1434393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1434394.500000 Penalty: 1937.213257
	Iteration 39Q: 3 clusters Score -1434394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1434399.625000 Penalty: 1937.213257
	Iteration 40F: 3 clusters Score -1434400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1434406.000000 Penalty: 1937.213257
	Iteration 41Q: 3 clusters Score -1434406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1434410.125000 Penalty: 1937.213257
	Iteration 42Q: 3 clusters Score -1434410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1434418.375000 Penalty: 1937.213257
	Iteration 43Q: 3 clusters Score -1434418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1434429.500000 Penalty: 1937.213257
	Iteration 44Q: 3 clusters Score -1434430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1434434.375000 Penalty: 1937.213257
	Iteration 45Q: 3 clusters Score -1434434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1434440.500000 Penalty: 1937.213257
	Iteration 46Q: 3 clusters Score -1434440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1434444.250000 Penalty: 1937.213257
	Iteration 47Q: 3 clusters Score -1434444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1434447.125000 Penalty: 1937.213257
	Iteration 48Q: 3 clusters Score -1434447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1434451.625000 Penalty: 1937.213257
	Iteration 49Q: 3 clusters Score -1434452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1434454.875000 Penalty: 1937.213257
	Iteration 50Q: 3 clusters Score -1434455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1434455.375000 Penalty: 1937.213257
	Iteration 51Q: 3 clusters Score -1434455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1434459.500000 Penalty: 1937.213257
	Iteration 52Q: 3 clusters Score -1434460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1434459.250000 Penalty: 1937.213257
	Iteration 53Q: 3 clusters Score -1434459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1434457.250000 Penalty: 1937.213257
	Iteration 54Q: 3 clusters Score -1434457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1434461.125000 Penalty: 1937.213257
	Iteration 55Q: 3 clusters Score -1434461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1434460.875000 Penalty: 1937.213257
	Iteration 56Q: 3 clusters Score -1434461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1434462.125000 Penalty: 1937.213257
	Iteration 57Q: 3 clusters Score -1434462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1434470.000000 Penalty: 1937.213257
	Iteration 58Q: 3 clusters Score -1434470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1434473.750000 Penalty: 1937.213257
	Iteration 59Q: 3 clusters Score -1434474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1434474.625000 Penalty: 1937.213257
	Iteration 60F: 3 clusters Score -1434475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1434476.000000 Penalty: 1937.213257
	Iteration 61Q: 3 clusters Score -1434476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1434479.125000 Penalty: 1937.213257
	Iteration 62Q: 3 clusters Score -1434479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1434481.625000 Penalty: 1937.213257
	Iteration 63Q: 3 clusters Score -1434482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1434482.375000 Penalty: 1937.213257
	Iteration 64Q: 3 clusters Score -1434482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1434488.875000 Penalty: 1937.213257
	Iteration 65Q: 3 clusters Score -1434489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1434489.750000 Penalty: 1937.213257
	Iteration 66Q: 3 clusters Score -1434490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1434492.625000 Penalty: 1937.213257
	Iteration 67Q: 3 clusters Score -1434493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1434493.750000 Penalty: 1937.213257
	Iteration 68Q: 3 clusters Score -1434494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1434498.625000 Penalty: 1937.213257
	Iteration 69Q: 3 clusters Score -1434499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1434500.375000 Penalty: 1937.213257
	Iteration 70Q: 3 clusters Score -1434500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1434500.875000 Penalty: 1937.213257
	Iteration 71Q: 3 clusters Score -1434501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1434502.750000 Penalty: 1937.213257
	Iteration 72Q: 3 clusters Score -1434503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1434504.875000 Penalty: 1937.213257
	Iteration 73Q: 3 clusters Score -1434505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1434507.250000 Penalty: 1937.213257
	Iteration 74Q: 3 clusters Score -1434507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1434506.125000 Penalty: 1937.213257
	Iteration 75Q: 3 clusters Score -1434506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1434509.125000 Penalty: 1937.213257
	Iteration 76Q: 3 clusters Score -1434509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1434511.125000 Penalty: 1937.213257
	Iteration 77Q: 3 clusters Score -1434511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1434511.375000 Penalty: 1937.213257
	Iteration 78Q: 3 clusters Score -1434511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1434511.250000 Penalty: 1937.213257
	Iteration 79Q: 3 clusters Score -1434511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1434512.625000 Penalty: 1937.213257
	Iteration 80F: 3 clusters Score -1434513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1434510.500000 Penalty: 1937.213257
	Iteration 81Q: 3 clusters Score -1434510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1434510.125000 Penalty: 1937.213257
	Iteration 82Q: 3 clusters Score -1434510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1434514.875000 Penalty: 1937.213257
	Iteration 83Q: 3 clusters Score -1434515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1434518.375000 Penalty: 1937.213257
	Iteration 84Q: 3 clusters Score -1434518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1434521.125000 Penalty: 1937.213257
	Iteration 85Q: 3 clusters Score -1434521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1434519.750000 Penalty: 1937.213257
	Iteration 86Q: 3 clusters Score -1434520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1434520.125000 Penalty: 1937.213257
	Iteration 87Q: 3 clusters Score -1434520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1434521.250000 Penalty: 1937.213257
	Iteration 88Q: 3 clusters Score -1434521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1434519.875000 Penalty: 1937.213257
	Iteration 89Q: 3 clusters Score -1434520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1434522.625000 Penalty: 1937.213257
	Iteration 90Q: 3 clusters Score -1434523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1434518.625000 Penalty: 1937.213257
	Iteration 91Q: 3 clusters Score -1434519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1434522.875000 Penalty: 1937.213257
	Iteration 92Q: 3 clusters Score -1434523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1434523.500000 Penalty: 1937.213257
	Iteration 93Q: 3 clusters Score -1434524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1434525.875000 Penalty: 1937.213257
	Iteration 94Q: 3 clusters Score -1434526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1434529.500000 Penalty: 1937.213257
	Iteration 95Q: 3 clusters Score -1434530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1434536.250000 Penalty: 1937.213257
	Iteration 96Q: 3 clusters Score -1434536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1434534.000000 Penalty: 1937.213257
	Iteration 97Q: 3 clusters Score -1434534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1434535.625000 Penalty: 1937.213257
	Iteration 98Q: 3 clusters Score -1434536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1434535.750000 Penalty: 1937.213257
	Iteration 99Q: 3 clusters Score -1434536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1434538.750000 Penalty: 1937.213257
	Iteration 100F: 3 clusters Score -1434539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1434539.750000 Penalty: 1937.213257
	Iteration 101Q: 3 clusters Score -1434540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1434543.250000 Penalty: 1937.213257
	Iteration 102Q: 3 clusters Score -1434543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1434543.000000 Penalty: 1937.213257
	Iteration 103Q: 3 clusters Score -1434543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1434550.000000 Penalty: 1937.213257
	Iteration 104Q: 3 clusters Score -1434550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1434551.750000 Penalty: 1937.213257
	Iteration 105Q: 3 clusters Score -1434552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1434551.750000 Penalty: 1937.213257
	Iteration 106Q: 3 clusters Score -1434552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1434558.250000 Penalty: 1937.213257
	Iteration 107Q: 3 clusters Score -1434558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1434555.000000 Penalty: 1937.213257
	Iteration 108Q: 3 clusters Score -1434555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1434556.750000 Penalty: 1937.213257
	Iteration 109Q: 3 clusters Score -1434557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1434557.875000 Penalty: 1937.213257
	Iteration 110Q: 3 clusters Score -1434558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1434557.125000 Penalty: 1937.213257
	Iteration 111Q: 3 clusters Score -1434557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1434558.375000 Penalty: 1937.213257
	Iteration 112Q: 3 clusters Score -1434558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1434558.125000 Penalty: 1937.213257
	Iteration 113Q: 3 clusters Score -1434558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1434560.375000 Penalty: 1937.213257
	Iteration 114Q: 3 clusters Score -1434560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1434560.250000 Penalty: 1937.213257
	Iteration 115Q: 3 clusters Score -1434560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1434562.375000 Penalty: 1937.213257
	Iteration 116Q: 3 clusters Score -1434562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1434564.375000 Penalty: 1937.213257
	Iteration 117Q: 3 clusters Score -1434564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1434566.000000 Penalty: 1937.213257
	Iteration 118Q: 3 clusters Score -1434566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1434562.250000 Penalty: 1937.213257
	Iteration 119Q: 3 clusters Score -1434562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1434563.750000 Penalty: 1937.213257
	Iteration 120F: 3 clusters Score -1434564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1434565.000000 Penalty: 1937.213257
	Iteration 121Q: 3 clusters Score -1434565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1434570.000000 Penalty: 1937.213257
	Iteration 122Q: 3 clusters Score -1434570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1434569.375000 Penalty: 1937.213257
	Iteration 123Q: 3 clusters Score -1434569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1434578.750000 Penalty: 1937.213257
	Iteration 124Q: 3 clusters Score -1434579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1434576.250000 Penalty: 1937.213257
	Iteration 125Q: 3 clusters Score -1434576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1434578.375000 Penalty: 1937.213257
	Iteration 126Q: 3 clusters Score -1434578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1434574.875000 Penalty: 1937.213257
	Iteration 127Q: 3 clusters Score -1434575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1434575.375000 Penalty: 1937.213257
	Iteration 128Q: 3 clusters Score -1434575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1434579.500000 Penalty: 1937.213257
	Iteration 129Q: 3 clusters Score -1434580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1434581.000000 Penalty: 1937.213257
	Iteration 130Q: 3 clusters Score -1434581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1434583.125000 Penalty: 1937.213257
	Iteration 131Q: 3 clusters Score -1434583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1434580.250000 Penalty: 1937.213257
	Iteration 132Q: 3 clusters Score -1434580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1434584.500000 Penalty: 1937.213257
	Iteration 133Q: 3 clusters Score -1434584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1434585.000000 Penalty: 1937.213257
	Iteration 134Q: 3 clusters Score -1434585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1434586.125000 Penalty: 1937.213257
	Iteration 135Q: 3 clusters Score -1434586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1434584.375000 Penalty: 1937.213257
	Iteration 136Q: 3 clusters Score -1434584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1434584.375000 Penalty: 1937.213257
	Iteration 137Q: 3 clusters Score -1434584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1434584.375000 Penalty: 1937.213257
	Iteration 138Q: 3 clusters Score -1434584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1434585.625000 Penalty: 1937.213257
	Iteration 139Q: 3 clusters Score -1434586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1434585.625000 Penalty: 1937.213257
	Iteration 140F: 3 clusters Score -1434586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -236814.375000 Penalty: 796.621399
	Iteration 0F: 2 clusters Score -236814.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -233606.468750 Penalty: 1593.242798
	Iteration 0F: 3 clusters Score -233606.5 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -234757.000000 Penalty: 1593.242798
	Iteration 1F: 3 clusters Score -234757 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -235007.265625 Penalty: 1593.242798
	Iteration 2F: 3 clusters Score -235007.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -235235.515625 Penalty: 1593.242798
	Iteration 3F: 3 clusters Score -235235.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -235470.453125 Penalty: 1593.242798
	Iteration 4F: 3 clusters Score -235470.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -235686.656250 Penalty: 1593.242798
	Iteration 5F: 3 clusters Score -235686.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -235853.078125 Penalty: 1593.242798
	Iteration 6Q: 3 clusters Score -235853.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -236010.234375 Penalty: 1593.242798
	Iteration 7Q: 3 clusters Score -236010.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -236125.390625 Penalty: 1593.242798
	Iteration 8Q: 3 clusters Score -236125.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -236198.328125 Penalty: 1593.242798
	Iteration 9Q: 3 clusters Score -236198.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -236242.625000 Penalty: 1593.242798
	Iteration 10Q: 3 clusters Score -236242.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -236268.437500 Penalty: 1593.242798
	Iteration 11Q: 3 clusters Score -236268.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -236287.406250 Penalty: 1593.242798
	Iteration 12Q: 3 clusters Score -236287.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -236303.062500 Penalty: 1593.242798
	Iteration 13Q: 3 clusters Score -236303.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -236314.187500 Penalty: 1593.242798
	Iteration 14Q: 3 clusters Score -236314.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -236320.578125 Penalty: 1593.242798
	Iteration 15Q: 3 clusters Score -236320.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -236322.703125 Penalty: 1593.242798
	Iteration 16Q: 3 clusters Score -236322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -236323.906250 Penalty: 1593.242798
	Iteration 17Q: 3 clusters Score -236323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -236324.890625 Penalty: 1593.242798
	Iteration 18Q: 3 clusters Score -236324.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -236325.421875 Penalty: 1593.242798
	Iteration 19Q: 3 clusters Score -236325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -236327.234375 Penalty: 1593.242798
	Iteration 20F: 3 clusters Score -236327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -236328.109375 Penalty: 1593.242798
	Iteration 21Q: 3 clusters Score -236328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -236328.312500 Penalty: 1593.242798
	Iteration 22Q: 3 clusters Score -236328.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -236328.312500 Penalty: 1593.242798
	Iteration 23F: 3 clusters Score -236328.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Entering Unmasked Estep 
Score: -2031239.375000 Penalty: 995.219177
	Iteration 0F: 2 clusters Score -2031239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2007414.875000 Penalty: 1990.438354
	Iteration 0F: 3 clusters Score -2007415 nChanged 16892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2017938.000000 Penalty: 1990.438354
	Iteration 1F: 3 clusters Score -2017938 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2019911.250000 Penalty: 1990.438354
	Iteration 2F: 3 clusters Score -2019911 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2022425.625000 Penalty: 1990.438354
	Iteration 3F: 3 clusters Score -2022426 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2024611.375000 Penalty: 1990.438354
	Iteration 4F: 3 clusters Score -2024611 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2025797.625000 Penalty: 1990.438354
	Iteration 5F: 3 clusters Score -2025798 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2026314.375000 Penalty: 1990.438354
	Iteration 6Q: 3 clusters Score -2026314 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2026532.750000 Penalty: 1990.438354
	Iteration 7Q: 3 clusters Score -2026533 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2026623.250000 Penalty: 1990.438354
	Iteration 8Q: 3 clusters Score -2026623 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2026685.125000 Penalty: 1990.438354
	Iteration 9Q: 3 clusters Score -2026685 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2026721.375000 Penalty: 1990.438354
	Iteration 10Q: 3 clusters Score -2026721 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2026749.375000 Penalty: 1990.438354
	Iteration 11Q: 3 clusters Score -2026749 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2026769.000000 Penalty: 1990.438354
	Iteration 12Q: 3 clusters Score -2026769 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2026821.375000 Penalty: 1990.438354
	Iteration 13Q: 3 clusters Score -2026821 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2026854.500000 Penalty: 1990.438354
	Iteration 14Q: 3 clusters Score -2026854 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2026913.750000 Penalty: 1990.438354
	Iteration 15Q: 3 clusters Score -2026914 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2026984.250000 Penalty: 1990.438354
	Iteration 16Q: 3 clusters Score -2026984 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2027056.375000 Penalty: 1990.438354
	Iteration 17Q: 3 clusters Score -2027056 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2027158.500000 Penalty: 1990.438354
	Iteration 18Q: 3 clusters Score -2027158 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2027288.625000 Penalty: 1990.438354
	Iteration 19Q: 3 clusters Score -2027289 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2027437.625000 Penalty: 1990.438354
	Iteration 20F: 3 clusters Score -2027438 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2027605.750000 Penalty: 1990.438354
	Iteration 21Q: 3 clusters Score -2027606 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2027785.750000 Penalty: 1990.438354
	Iteration 22Q: 3 clusters Score -2027786 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2028017.500000 Penalty: 1990.438354
	Iteration 23Q: 3 clusters Score -2028018 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2028288.750000 Penalty: 1990.438354
	Iteration 24Q: 3 clusters Score -2028289 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2028587.375000 Penalty: 1990.438354
	Iteration 25Q: 3 clusters Score -2028587 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2028897.125000 Penalty: 1990.438354
	Iteration 26Q: 3 clusters Score -2028897 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2029167.875000 Penalty: 1990.438354
	Iteration 27Q: 3 clusters Score -2029168 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2029429.000000 Penalty: 1990.438354
	Iteration 28Q: 3 clusters Score -2029429 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2029661.750000 Penalty: 1990.438354
	Iteration 29Q: 3 clusters Score -2029662 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2029840.750000 Penalty: 1990.438354
	Iteration 30Q: 3 clusters Score -2029841 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2029952.125000 Penalty: 1990.438354
	Iteration 31Q: 3 clusters Score -2029952 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2030063.000000 Penalty: 1990.438354
	Iteration 32Q: 3 clusters Score -2030063 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2030139.750000 Penalty: 1990.438354
	Iteration 33Q: 3 clusters Score -2030140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2030194.625000 Penalty: 1990.438354
	Iteration 34Q: 3 clusters Score -2030195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2030235.750000 Penalty: 1990.438354
	Iteration 35Q: 3 clusters Score -2030236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2030275.250000 Penalty: 1990.438354
	Iteration 36Q: 3 clusters Score -2030275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2030306.500000 Penalty: 1990.438354
	Iteration 37Q: 3 clusters Score -2030306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2030332.500000 Penalty: 1990.438354
	Iteration 38Q: 3 clusters Score -2030332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2030350.750000 Penalty: 1990.438354
	Iteration 39Q: 3 clusters Score -2030351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2030360.500000 Penalty: 1990.438354
	Iteration 40F: 3 clusters Score -2030360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2030374.375000 Penalty: 1990.438354
	Iteration 41Q: 3 clusters Score -2030374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2030379.500000 Penalty: 1990.438354
	Iteration 42Q: 3 clusters Score -2030380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2030384.375000 Penalty: 1990.438354
	Iteration 43Q: 3 clusters Score -2030384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2030390.875000 Penalty: 1990.438354
	Iteration 44Q: 3 clusters Score -2030391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2030395.750000 Penalty: 1990.438354
	Iteration 45Q: 3 clusters Score -2030396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2030400.250000 Penalty: 1990.438354
	Iteration 46Q: 3 clusters Score -2030400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2030401.625000 Penalty: 1990.438354
	Iteration 47Q: 3 clusters Score -2030402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2030403.000000 Penalty: 1990.438354
	Iteration 48Q: 3 clusters Score -2030403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2030401.875000 Penalty: 1990.438354
	Iteration 49Q: 3 clusters Score -2030402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2030401.875000 Penalty: 1990.438354
	Iteration 50F: 3 clusters Score -2030402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -56426.371094 Penalty: 660.418335
	Iteration 0F: 2 clusters Score -56426.37 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 503 members 
Entering Unmasked Estep 
Score: -55322.058594 Penalty: 1320.836670
	Iteration 0F: 3 clusters Score -55322.06 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -55557.917969 Penalty: 1320.836670
	Iteration 1F: 3 clusters Score -55557.92 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -55616.167969 Penalty: 1320.836670
	Iteration 2F: 3 clusters Score -55616.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -55649.644531 Penalty: 1320.836670
	Iteration 3Q: 3 clusters Score -55649.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55670.250000 Penalty: 1320.836670
	Iteration 4Q: 3 clusters Score -55670.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55692.671875 Penalty: 1320.836670
	Iteration 5Q: 3 clusters Score -55692.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55710.929688 Penalty: 1320.836670
	Iteration 6Q: 3 clusters Score -55710.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55726.054688 Penalty: 1320.836670
	Iteration 7Q: 3 clusters Score -55726.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55738.289062 Penalty: 1320.836670
	Iteration 8Q: 3 clusters Score -55738.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55744.546875 Penalty: 1320.836670
	Iteration 9Q: 3 clusters Score -55744.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55754.902344 Penalty: 1320.836670
	Iteration 10Q: 3 clusters Score -55754.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55761.550781 Penalty: 1320.836670
	Iteration 11Q: 3 clusters Score -55761.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55766.519531 Penalty: 1320.836670
	Iteration 12Q: 3 clusters Score -55766.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55769.503906 Penalty: 1320.836670
	Iteration 13Q: 3 clusters Score -55769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55773.644531 Penalty: 1320.836670
	Iteration 14Q: 3 clusters Score -55773.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55775.992188 Penalty: 1320.836670
	Iteration 15Q: 3 clusters Score -55775.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55776.929688 Penalty: 1320.836670
	Iteration 16Q: 3 clusters Score -55776.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55777.511719 Penalty: 1320.836670
	Iteration 17Q: 3 clusters Score -55777.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55777.511719 Penalty: 1320.836670
	Iteration 18F: 3 clusters Score -55777.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -247803.125000 Penalty: 806.922791
	Iteration 0F: 2 clusters Score -247803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -244249.437500 Penalty: 1613.845581
	Iteration 0F: 3 clusters Score -244249.4 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -245349.781250 Penalty: 1613.845581
	Iteration 1F: 3 clusters Score -245349.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -245524.593750 Penalty: 1613.845581
	Iteration 2F: 3 clusters Score -245524.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -245677.375000 Penalty: 1613.845581
	Iteration 3F: 3 clusters Score -245677.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -245814.906250 Penalty: 1613.845581
	Iteration 4F: 3 clusters Score -245814.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -245947.421875 Penalty: 1613.845581
	Iteration 5Q: 3 clusters Score -245947.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -246103.921875 Penalty: 1613.845581
	Iteration 6F: 3 clusters Score -246103.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -246258.640625 Penalty: 1613.845581
	Iteration 7Q: 3 clusters Score -246258.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -246429.390625 Penalty: 1613.845581
	Iteration 8Q: 3 clusters Score -246429.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -246606.281250 Penalty: 1613.845581
	Iteration 9Q: 3 clusters Score -246606.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -246772.453125 Penalty: 1613.845581
	Iteration 10Q: 3 clusters Score -246772.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -246922.937500 Penalty: 1613.845581
	Iteration 11Q: 3 clusters Score -246922.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -247039.640625 Penalty: 1613.845581
	Iteration 12Q: 3 clusters Score -247039.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -247132.843750 Penalty: 1613.845581
	Iteration 13Q: 3 clusters Score -247132.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -247199.218750 Penalty: 1613.845581
	Iteration 14Q: 3 clusters Score -247199.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -247245.421875 Penalty: 1613.845581
	Iteration 15Q: 3 clusters Score -247245.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -247266.687500 Penalty: 1613.845581
	Iteration 16Q: 3 clusters Score -247266.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -247285.890625 Penalty: 1613.845581
	Iteration 17Q: 3 clusters Score -247285.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -247304.296875 Penalty: 1613.845581
	Iteration 18Q: 3 clusters Score -247304.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -247318.312500 Penalty: 1613.845581
	Iteration 19Q: 3 clusters Score -247318.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -247330.484375 Penalty: 1613.845581
	Iteration 20F: 3 clusters Score -247330.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -247336.671875 Penalty: 1613.845581
	Iteration 21Q: 3 clusters Score -247336.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -247347.359375 Penalty: 1613.845581
	Iteration 22Q: 3 clusters Score -247347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -247354.062500 Penalty: 1613.845581
	Iteration 23Q: 3 clusters Score -247354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -247356.046875 Penalty: 1613.845581
	Iteration 24Q: 3 clusters Score -247356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -247357.265625 Penalty: 1613.845581
	Iteration 25Q: 3 clusters Score -247357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -247357.828125 Penalty: 1613.845581
	Iteration 26Q: 3 clusters Score -247357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -247358.609375 Penalty: 1613.845581
	Iteration 27Q: 3 clusters Score -247358.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -247358.609375 Penalty: 1613.845581
	Iteration 28F: 3 clusters Score -247358.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -295859.062500 Penalty: 833.691833
	Iteration 0F: 2 clusters Score -295859.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -291256.250000 Penalty: 1667.383667
	Iteration 0F: 3 clusters Score -291256.2 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -292959.031250 Penalty: 1667.383667
	Iteration 1F: 3 clusters Score -292959 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -293219.656250 Penalty: 1667.383667
	Iteration 2F: 3 clusters Score -293219.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -293501.906250 Penalty: 1667.383667
	Iteration 3F: 3 clusters Score -293501.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -293766.062500 Penalty: 1667.383667
	Iteration 4F: 3 clusters Score -293766.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -294020.250000 Penalty: 1667.383667
	Iteration 5F: 3 clusters Score -294020.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -294226.687500 Penalty: 1667.383667
	Iteration 6Q: 3 clusters Score -294226.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -294440.656250 Penalty: 1667.383667
	Iteration 7Q: 3 clusters Score -294440.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -294670.968750 Penalty: 1667.383667
	Iteration 8Q: 3 clusters Score -294671 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -294855.656250 Penalty: 1667.383667
	Iteration 9Q: 3 clusters Score -294855.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -295020.156250 Penalty: 1667.383667
	Iteration 10Q: 3 clusters Score -295020.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -295146.781250 Penalty: 1667.383667
	Iteration 11Q: 3 clusters Score -295146.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -295230.687500 Penalty: 1667.383667
	Iteration 12Q: 3 clusters Score -295230.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -295285.781250 Penalty: 1667.383667
	Iteration 13Q: 3 clusters Score -295285.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -295336.531250 Penalty: 1667.383667
	Iteration 14Q: 3 clusters Score -295336.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -295384.343750 Penalty: 1667.383667
	Iteration 15Q: 3 clusters Score -295384.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -295406.343750 Penalty: 1667.383667
	Iteration 16Q: 3 clusters Score -295406.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -295421.843750 Penalty: 1667.383667
	Iteration 17Q: 3 clusters Score -295421.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -295432.125000 Penalty: 1667.383667
	Iteration 18Q: 3 clusters Score -295432.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -295438.093750 Penalty: 1667.383667
	Iteration 19Q: 3 clusters Score -295438.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -295445.093750 Penalty: 1667.383667
	Iteration 20F: 3 clusters Score -295445.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -295449.125000 Penalty: 1667.383667
	Iteration 21Q: 3 clusters Score -295449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -295451.625000 Penalty: 1667.383667
	Iteration 22Q: 3 clusters Score -295451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -295456.406250 Penalty: 1667.383667
	Iteration 23Q: 3 clusters Score -295456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -295459.406250 Penalty: 1667.383667
	Iteration 24Q: 3 clusters Score -295459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -295464.656250 Penalty: 1667.383667
	Iteration 25Q: 3 clusters Score -295464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -295465.875000 Penalty: 1667.383667
	Iteration 26Q: 3 clusters Score -295465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -295467.218750 Penalty: 1667.383667
	Iteration 27Q: 3 clusters Score -295467.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -295467.687500 Penalty: 1667.383667
	Iteration 28Q: 3 clusters Score -295467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -295467.781250 Penalty: 1667.383667
	Iteration 29Q: 3 clusters Score -295467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -295467.781250 Penalty: 1667.383667
	Iteration 30F: 3 clusters Score -295467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Entering Unmasked Estep 
Score: -1843953.000000 Penalty: 978.017517
	Iteration 0F: 2 clusters Score -1843953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1824201.000000 Penalty: 1956.035034
	Iteration 0F: 3 clusters Score -1824201 nChanged 13817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1831924.625000 Penalty: 1956.035034
	Iteration 1F: 3 clusters Score -1831925 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1832157.875000 Penalty: 1956.035034
	Iteration 2Q: 3 clusters Score -1832158 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1832398.000000 Penalty: 1956.035034
	Iteration 3Q: 3 clusters Score -1832398 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1832611.625000 Penalty: 1956.035034
	Iteration 4Q: 3 clusters Score -1832612 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1832787.375000 Penalty: 1956.035034
	Iteration 5Q: 3 clusters Score -1832787 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1832974.625000 Penalty: 1956.035034
	Iteration 6Q: 3 clusters Score -1832975 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1833190.250000 Penalty: 1956.035034
	Iteration 7Q: 3 clusters Score -1833190 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1833423.000000 Penalty: 1956.035034
	Iteration 8Q: 3 clusters Score -1833423 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1833690.250000 Penalty: 1956.035034
	Iteration 9Q: 3 clusters Score -1833690 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1834019.000000 Penalty: 1956.035034
	Iteration 10Q: 3 clusters Score -1834019 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1834467.250000 Penalty: 1956.035034
	Iteration 11Q: 3 clusters Score -1834467 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1835133.250000 Penalty: 1956.035034
	Iteration 12Q: 3 clusters Score -1835133 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1836117.250000 Penalty: 1956.035034
	Iteration 13Q: 3 clusters Score -1836117 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1837261.500000 Penalty: 1956.035034
	Iteration 14F: 3 clusters Score -1837262 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1838026.125000 Penalty: 1956.035034
	Iteration 15Q: 3 clusters Score -1838026 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1838330.875000 Penalty: 1956.035034
	Iteration 16Q: 3 clusters Score -1838331 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1838441.625000 Penalty: 1956.035034
	Iteration 17Q: 3 clusters Score -1838442 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1838499.375000 Penalty: 1956.035034
	Iteration 18Q: 3 clusters Score -1838499 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1838554.625000 Penalty: 1956.035034
	Iteration 19Q: 3 clusters Score -1838555 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1838602.750000 Penalty: 1956.035034
	Iteration 20F: 3 clusters Score -1838603 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1838651.375000 Penalty: 1956.035034
	Iteration 21Q: 3 clusters Score -1838651 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1838686.875000 Penalty: 1956.035034
	Iteration 22Q: 3 clusters Score -1838687 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1838755.250000 Penalty: 1956.035034
	Iteration 23Q: 3 clusters Score -1838755 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1838821.375000 Penalty: 1956.035034
	Iteration 24Q: 3 clusters Score -1838821 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1838881.500000 Penalty: 1956.035034
	Iteration 25Q: 3 clusters Score -1838882 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1838931.500000 Penalty: 1956.035034
	Iteration 26Q: 3 clusters Score -1838932 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1838980.250000 Penalty: 1956.035034
	Iteration 27Q: 3 clusters Score -1838980 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1839018.125000 Penalty: 1956.035034
	Iteration 28Q: 3 clusters Score -1839018 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1839077.500000 Penalty: 1956.035034
	Iteration 29Q: 3 clusters Score -1839078 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -1839128.375000 Penalty: 1956.035034
	Iteration 30Q: 3 clusters Score -1839128 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1839192.125000 Penalty: 1956.035034
	Iteration 31Q: 3 clusters Score -1839192 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1839252.000000 Penalty: 1956.035034
	Iteration 32Q: 3 clusters Score -1839252 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -1839320.500000 Penalty: 1956.035034
	Iteration 33Q: 3 clusters Score -1839320 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -1839389.750000 Penalty: 1956.035034
	Iteration 34Q: 3 clusters Score -1839390 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -1839471.625000 Penalty: 1956.035034
	Iteration 35Q: 3 clusters Score -1839472 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -1839554.375000 Penalty: 1956.035034
	Iteration 36Q: 3 clusters Score -1839554 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -1839650.625000 Penalty: 1956.035034
	Iteration 37Q: 3 clusters Score -1839651 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -1839756.750000 Penalty: 1956.035034
	Iteration 38Q: 3 clusters Score -1839757 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -1839867.750000 Penalty: 1956.035034
	Iteration 39Q: 3 clusters Score -1839868 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -1840006.125000 Penalty: 1956.035034
	Iteration 40F: 3 clusters Score -1840006 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -1840167.125000 Penalty: 1956.035034
	Iteration 41Q: 3 clusters Score -1840167 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -1840312.500000 Penalty: 1956.035034
	Iteration 42Q: 3 clusters Score -1840312 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -1840471.625000 Penalty: 1956.035034
	Iteration 43Q: 3 clusters Score -1840472 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -1840663.250000 Penalty: 1956.035034
	Iteration 44Q: 3 clusters Score -1840663 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -1840867.875000 Penalty: 1956.035034
	Iteration 45Q: 3 clusters Score -1840868 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -1841062.125000 Penalty: 1956.035034
	Iteration 46Q: 3 clusters Score -1841062 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -1841286.750000 Penalty: 1956.035034
	Iteration 47Q: 3 clusters Score -1841287 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -1841501.625000 Penalty: 1956.035034
	Iteration 48Q: 3 clusters Score -1841502 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -1841725.250000 Penalty: 1956.035034
	Iteration 49Q: 3 clusters Score -1841725 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -1841965.875000 Penalty: 1956.035034
	Iteration 50Q: 3 clusters Score -1841966 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -1842151.375000 Penalty: 1956.035034
	Iteration 51Q: 3 clusters Score -1842151 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -1842361.000000 Penalty: 1956.035034
	Iteration 52Q: 3 clusters Score -1842361 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -1842528.500000 Penalty: 1956.035034
	Iteration 53Q: 3 clusters Score -1842528 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -1842675.750000 Penalty: 1956.035034
	Iteration 54Q: 3 clusters Score -1842676 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -1842803.750000 Penalty: 1956.035034
	Iteration 55Q: 3 clusters Score -1842804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -1842907.875000 Penalty: 1956.035034
	Iteration 56Q: 3 clusters Score -1842908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -1842947.250000 Penalty: 1956.035034
	Iteration 57Q: 3 clusters Score -1842947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -1842988.250000 Penalty: 1956.035034
	Iteration 58Q: 3 clusters Score -1842988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -1843019.375000 Penalty: 1956.035034
	Iteration 59Q: 3 clusters Score -1843019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -1843042.500000 Penalty: 1956.035034
	Iteration 60F: 3 clusters Score -1843042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -1843059.000000 Penalty: 1956.035034
	Iteration 61Q: 3 clusters Score -1843059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -1843073.000000 Penalty: 1956.035034
	Iteration 62Q: 3 clusters Score -1843073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -1843091.000000 Penalty: 1956.035034
	Iteration 63Q: 3 clusters Score -1843091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -1843095.000000 Penalty: 1956.035034
	Iteration 64Q: 3 clusters Score -1843095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -1843097.125000 Penalty: 1956.035034
	Iteration 65Q: 3 clusters Score -1843097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -1843100.625000 Penalty: 1956.035034
	Iteration 66Q: 3 clusters Score -1843101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -1843101.000000 Penalty: 1956.035034
	Iteration 67Q: 3 clusters Score -1843101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -1843101.000000 Penalty: 1956.035034
	Iteration 68F: 3 clusters Score -1843101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Entering Unmasked Estep 
Score: -175762.015625 Penalty: 778.162659
	Iteration 0F: 2 clusters Score -175762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -173112.656250 Penalty: 1556.325317
	Iteration 0F: 3 clusters Score -173112.7 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -174182.718750 Penalty: 1556.325317
	Iteration 1F: 3 clusters Score -174182.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -174564.375000 Penalty: 1556.325317
	Iteration 2F: 3 clusters Score -174564.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -174821.437500 Penalty: 1556.325317
	Iteration 3F: 3 clusters Score -174821.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -175006.875000 Penalty: 1556.325317
	Iteration 4F: 3 clusters Score -175006.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -175121.078125 Penalty: 1556.325317
	Iteration 5F: 3 clusters Score -175121.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -175193.000000 Penalty: 1556.325317
	Iteration 6Q: 3 clusters Score -175193 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -175234.515625 Penalty: 1556.325317
	Iteration 7Q: 3 clusters Score -175234.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -175267.750000 Penalty: 1556.325317
	Iteration 8Q: 3 clusters Score -175267.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -175302.250000 Penalty: 1556.325317
	Iteration 9Q: 3 clusters Score -175302.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -175322.234375 Penalty: 1556.325317
	Iteration 10Q: 3 clusters Score -175322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -175329.343750 Penalty: 1556.325317
	Iteration 11Q: 3 clusters Score -175329.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -175335.000000 Penalty: 1556.325317
	Iteration 12Q: 3 clusters Score -175335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -175342.046875 Penalty: 1556.325317
	Iteration 13Q: 3 clusters Score -175342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -175345.593750 Penalty: 1556.325317
	Iteration 14Q: 3 clusters Score -175345.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -175350.531250 Penalty: 1556.325317
	Iteration 15Q: 3 clusters Score -175350.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -175357.046875 Penalty: 1556.325317
	Iteration 16Q: 3 clusters Score -175357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -175364.468750 Penalty: 1556.325317
	Iteration 17Q: 3 clusters Score -175364.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -175373.484375 Penalty: 1556.325317
	Iteration 18Q: 3 clusters Score -175373.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -175380.750000 Penalty: 1556.325317
	Iteration 19Q: 3 clusters Score -175380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -175386.671875 Penalty: 1556.325317
	Iteration 20F: 3 clusters Score -175386.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -175393.593750 Penalty: 1556.325317
	Iteration 21Q: 3 clusters Score -175393.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -175400.593750 Penalty: 1556.325317
	Iteration 22Q: 3 clusters Score -175400.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -175405.906250 Penalty: 1556.325317
	Iteration 23Q: 3 clusters Score -175405.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -175409.156250 Penalty: 1556.325317
	Iteration 24Q: 3 clusters Score -175409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -175412.484375 Penalty: 1556.325317
	Iteration 25Q: 3 clusters Score -175412.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -175415.750000 Penalty: 1556.325317
	Iteration 26Q: 3 clusters Score -175415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -175417.062500 Penalty: 1556.325317
	Iteration 27Q: 3 clusters Score -175417.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -175419.296875 Penalty: 1556.325317
	Iteration 28Q: 3 clusters Score -175419.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -175421.062500 Penalty: 1556.325317
	Iteration 29Q: 3 clusters Score -175421.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -175422.875000 Penalty: 1556.325317
	Iteration 30Q: 3 clusters Score -175422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -175424.390625 Penalty: 1556.325317
	Iteration 31Q: 3 clusters Score -175424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -175424.484375 Penalty: 1556.325317
	Iteration 32Q: 3 clusters Score -175424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -175424.937500 Penalty: 1556.325317
	Iteration 33Q: 3 clusters Score -175424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -175425.031250 Penalty: 1556.325317
	Iteration 34Q: 3 clusters Score -175425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -175425.656250 Penalty: 1556.325317
	Iteration 35Q: 3 clusters Score -175425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -175425.718750 Penalty: 1556.325317
	Iteration 36Q: 3 clusters Score -175425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -175425.718750 Penalty: 1556.325317
	Iteration 37Q: 3 clusters Score -175425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -175425.718750 Penalty: 1556.325317
	Iteration 38F: 3 clusters Score -175425.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (132466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132466 members 
Entering Unmasked Estep 
Score: -7220268.000000 Penalty: 1120.437744
	Iteration 0F: 2 clusters Score -7220268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -7131186.500000 Penalty: 2240.875488
	Iteration 0F: 3 clusters Score -7131186 nChanged 64494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -7170248.500000 Penalty: 2240.875488
	Iteration 1F: 3 clusters Score -7170248 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -7172426.500000 Penalty: 2240.875488
	Iteration 2Q: 3 clusters Score -7172426 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -7175912.000000 Penalty: 2240.875488
	Iteration 3F: 3 clusters Score -7175912 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -7181330.000000 Penalty: 2240.875488
	Iteration 4F: 3 clusters Score -7181330 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -7189183.500000 Penalty: 2240.875488
	Iteration 5F: 3 clusters Score -7189184 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 108796 members 
Entering Unmasked Estep 
Score: -7198280.500000 Penalty: 2240.875488
	Iteration 6F: 3 clusters Score -7198280 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 117504 members 
Entering Unmasked Estep 
Score: -7206693.000000 Penalty: 2240.875488
	Iteration 7F: 3 clusters Score -7206693 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 123703 members 
Entering Unmasked Estep 
Score: -7212553.500000 Penalty: 2240.875488
	Iteration 8Q: 3 clusters Score -7212554 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -7215856.000000 Penalty: 2240.875488
	Iteration 9Q: 3 clusters Score -7215856 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 129580 members 
Entering Unmasked Estep 
Score: -7217647.500000 Penalty: 2240.875488
	Iteration 10Q: 3 clusters Score -7217648 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 130677 members 
Entering Unmasked Estep 
Score: -7218519.000000 Penalty: 2240.875488
	Iteration 11Q: 3 clusters Score -7218519 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 131235 members 
Entering Unmasked Estep 
Score: -7218936.000000 Penalty: 2240.875488
	Iteration 12Q: 3 clusters Score -7218936 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 131530 members 
Entering Unmasked Estep 
Score: -7219160.000000 Penalty: 2240.875488
	Iteration 13Q: 3 clusters Score -7219160 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 131679 members 
Entering Unmasked Estep 
Score: -7219307.000000 Penalty: 2240.875488
	Iteration 14Q: 3 clusters Score -7219307 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -7219357.000000 Penalty: 2240.875488
	Iteration 15Q: 3 clusters Score -7219357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 131823 members 
Entering Unmasked Estep 
Score: -7219370.500000 Penalty: 2240.875488
	Iteration 16Q: 3 clusters Score -7219370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 131864 members 
Entering Unmasked Estep 
Score: -7219403.500000 Penalty: 2240.875488
	Iteration 17Q: 3 clusters Score -7219404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 131896 members 
Entering Unmasked Estep 
Score: -7219430.500000 Penalty: 2240.875488
	Iteration 18Q: 3 clusters Score -7219430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 131922 members 
Entering Unmasked Estep 
Score: -7219437.500000 Penalty: 2240.875488
	Iteration 19Q: 3 clusters Score -7219438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 131942 members 
Entering Unmasked Estep 
Score: -7219461.500000 Penalty: 2240.875488
	Iteration 20F: 3 clusters Score -7219462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 131956 members 
Entering Unmasked Estep 
Score: -7219476.500000 Penalty: 2240.875488
	Iteration 21Q: 3 clusters Score -7219476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 131972 members 
Entering Unmasked Estep 
Score: -7219485.500000 Penalty: 2240.875488
	Iteration 22Q: 3 clusters Score -7219486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -7219488.000000 Penalty: 2240.875488
	Iteration 23Q: 3 clusters Score -7219488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -7219496.500000 Penalty: 2240.875488
	Iteration 24Q: 3 clusters Score -7219496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 131993 members 
Entering Unmasked Estep 
Score: -7219495.000000 Penalty: 2240.875488
	Iteration 25Q: 3 clusters Score -7219495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 131998 members 
Entering Unmasked Estep 
Score: -7219503.500000 Penalty: 2240.875488
	Iteration 26Q: 3 clusters Score -7219504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 132000 members 
Entering Unmasked Estep 
Score: -7219506.000000 Penalty: 2240.875488
	Iteration 27Q: 3 clusters Score -7219506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 132002 members 
Entering Unmasked Estep 
Score: -7219503.000000 Penalty: 2240.875488
	Iteration 28Q: 3 clusters Score -7219503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 132003 members 
Entering Unmasked Estep 
Score: -7219506.500000 Penalty: 2240.875488
	Iteration 29Q: 3 clusters Score -7219506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -7219505.500000 Penalty: 2240.875488
	Iteration 30Q: 3 clusters Score -7219506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 132005 members 
Entering Unmasked Estep 
Score: -7219503.000000 Penalty: 2240.875488
	Iteration 31Q: 3 clusters Score -7219503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 132005 members 
Entering Unmasked Estep 
Score: -7219503.000000 Penalty: 2240.875488
	Iteration 32F: 3 clusters Score -7219503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Entering Unmasked Estep 
Score: -893134.812500 Penalty: 921.251648
	Iteration 0F: 2 clusters Score -893134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -882156.812500 Penalty: 1842.503296
	Iteration 0F: 3 clusters Score -882156.8 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -886817.250000 Penalty: 1842.503296
	Iteration 1F: 3 clusters Score -886817.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -887493.250000 Penalty: 1842.503296
	Iteration 2F: 3 clusters Score -887493.2 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -888330.562500 Penalty: 1842.503296
	Iteration 3F: 3 clusters Score -888330.6 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -889292.125000 Penalty: 1842.503296
	Iteration 4F: 3 clusters Score -889292.1 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -890275.562500 Penalty: 1842.503296
	Iteration 5F: 3 clusters Score -890275.6 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -891231.875000 Penalty: 1842.503296
	Iteration 6F: 3 clusters Score -891231.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -892087.562500 Penalty: 1842.503296
	Iteration 7F: 3 clusters Score -892087.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -892600.750000 Penalty: 1842.503296
	Iteration 8Q: 3 clusters Score -892600.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -892784.062500 Penalty: 1842.503296
	Iteration 9Q: 3 clusters Score -892784.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -892848.750000 Penalty: 1842.503296
	Iteration 10Q: 3 clusters Score -892848.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -892880.500000 Penalty: 1842.503296
	Iteration 11Q: 3 clusters Score -892880.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -892898.312500 Penalty: 1842.503296
	Iteration 12Q: 3 clusters Score -892898.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -892909.750000 Penalty: 1842.503296
	Iteration 13Q: 3 clusters Score -892909.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -892921.750000 Penalty: 1842.503296
	Iteration 14Q: 3 clusters Score -892921.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -892927.500000 Penalty: 1842.503296
	Iteration 15Q: 3 clusters Score -892927.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -892928.687500 Penalty: 1842.503296
	Iteration 16Q: 3 clusters Score -892928.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -892933.437500 Penalty: 1842.503296
	Iteration 17Q: 3 clusters Score -892933.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -892937.687500 Penalty: 1842.503296
	Iteration 18Q: 3 clusters Score -892937.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -892940.625000 Penalty: 1842.503296
	Iteration 19Q: 3 clusters Score -892940.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -892945.062500 Penalty: 1842.503296
	Iteration 20F: 3 clusters Score -892945.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -892950.375000 Penalty: 1842.503296
	Iteration 21Q: 3 clusters Score -892950.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -892955.750000 Penalty: 1842.503296
	Iteration 22Q: 3 clusters Score -892955.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -892959.812500 Penalty: 1842.503296
	Iteration 23Q: 3 clusters Score -892959.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -892960.250000 Penalty: 1842.503296
	Iteration 24Q: 3 clusters Score -892960.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -892960.312500 Penalty: 1842.503296
	Iteration 25Q: 3 clusters Score -892960.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -892966.312500 Penalty: 1842.503296
	Iteration 26Q: 3 clusters Score -892966.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -892967.750000 Penalty: 1842.503296
	Iteration 27Q: 3 clusters Score -892967.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -892966.750000 Penalty: 1842.503296
	Iteration 28Q: 3 clusters Score -892966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -892967.500000 Penalty: 1842.503296
	Iteration 29Q: 3 clusters Score -892967.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -892968.562500 Penalty: 1842.503296
	Iteration 30Q: 3 clusters Score -892968.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -892969.250000 Penalty: 1842.503296
	Iteration 31Q: 3 clusters Score -892969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -892973.000000 Penalty: 1842.503296
	Iteration 32Q: 3 clusters Score -892973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -892973.875000 Penalty: 1842.503296
	Iteration 33Q: 3 clusters Score -892973.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -892973.437500 Penalty: 1842.503296
	Iteration 34Q: 3 clusters Score -892973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -892972.062500 Penalty: 1842.503296
	Iteration 35Q: 3 clusters Score -892972.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -892973.437500 Penalty: 1842.503296
	Iteration 36Q: 3 clusters Score -892973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -892976.750000 Penalty: 1842.503296
	Iteration 37Q: 3 clusters Score -892976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -892975.125000 Penalty: 1842.503296
	Iteration 38Q: 3 clusters Score -892975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -892977.625000 Penalty: 1842.503296
	Iteration 39Q: 3 clusters Score -892977.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -892977.375000 Penalty: 1842.503296
	Iteration 40F: 3 clusters Score -892977.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -892978.625000 Penalty: 1842.503296
	Iteration 41Q: 3 clusters Score -892978.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -892978.250000 Penalty: 1842.503296
	Iteration 42Q: 3 clusters Score -892978.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -892982.062500 Penalty: 1842.503296
	Iteration 43Q: 3 clusters Score -892982.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -892982.562500 Penalty: 1842.503296
	Iteration 44Q: 3 clusters Score -892982.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -892984.750000 Penalty: 1842.503296
	Iteration 45Q: 3 clusters Score -892984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -892985.062500 Penalty: 1842.503296
	Iteration 46Q: 3 clusters Score -892985.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -892983.625000 Penalty: 1842.503296
	Iteration 47Q: 3 clusters Score -892983.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -892985.187500 Penalty: 1842.503296
	Iteration 48Q: 3 clusters Score -892985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -892986.187500 Penalty: 1842.503296
	Iteration 49Q: 3 clusters Score -892986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -892987.000000 Penalty: 1842.503296
	Iteration 50Q: 3 clusters Score -892987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -892986.625000 Penalty: 1842.503296
	Iteration 51Q: 3 clusters Score -892986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -892987.312500 Penalty: 1842.503296
	Iteration 52Q: 3 clusters Score -892987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -892987.375000 Penalty: 1842.503296
	Iteration 53Q: 3 clusters Score -892987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -892987.312500 Penalty: 1842.503296
	Iteration 54Q: 3 clusters Score -892987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -892988.312500 Penalty: 1842.503296
	Iteration 55Q: 3 clusters Score -892988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -892988.812500 Penalty: 1842.503296
	Iteration 56Q: 3 clusters Score -892988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -892987.937500 Penalty: 1842.503296
	Iteration 57Q: 3 clusters Score -892987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -892987.937500 Penalty: 1842.503296
	Iteration 58F: 3 clusters Score -892987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -123963.648438 Penalty: 731.914307
	Iteration 0F: 2 clusters Score -123963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -122139.828125 Penalty: 1463.828613
	Iteration 0F: 3 clusters Score -122139.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -122640.406250 Penalty: 1463.828613
	Iteration 1F: 3 clusters Score -122640.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -122744.406250 Penalty: 1463.828613
	Iteration 2F: 3 clusters Score -122744.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -122813.851562 Penalty: 1463.828613
	Iteration 3F: 3 clusters Score -122813.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -122876.656250 Penalty: 1463.828613
	Iteration 4Q: 3 clusters Score -122876.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -122929.335938 Penalty: 1463.828613
	Iteration 5Q: 3 clusters Score -122929.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -122985.445312 Penalty: 1463.828613
	Iteration 6Q: 3 clusters Score -122985.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -123027.804688 Penalty: 1463.828613
	Iteration 7Q: 3 clusters Score -123027.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -123071.898438 Penalty: 1463.828613
	Iteration 8Q: 3 clusters Score -123071.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -123101.296875 Penalty: 1463.828613
	Iteration 9Q: 3 clusters Score -123101.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -123134.515625 Penalty: 1463.828613
	Iteration 10Q: 3 clusters Score -123134.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -123169.953125 Penalty: 1463.828613
	Iteration 11Q: 3 clusters Score -123170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -123205.078125 Penalty: 1463.828613
	Iteration 12Q: 3 clusters Score -123205.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -123240.273438 Penalty: 1463.828613
	Iteration 13Q: 3 clusters Score -123240.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -123258.781250 Penalty: 1463.828613
	Iteration 14Q: 3 clusters Score -123258.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -123273.750000 Penalty: 1463.828613
	Iteration 15Q: 3 clusters Score -123273.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -123284.734375 Penalty: 1463.828613
	Iteration 16Q: 3 clusters Score -123284.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -123293.328125 Penalty: 1463.828613
	Iteration 17Q: 3 clusters Score -123293.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -123304.093750 Penalty: 1463.828613
	Iteration 18Q: 3 clusters Score -123304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -123312.890625 Penalty: 1463.828613
	Iteration 19Q: 3 clusters Score -123312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -123319.609375 Penalty: 1463.828613
	Iteration 20F: 3 clusters Score -123319.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -123324.062500 Penalty: 1463.828613
	Iteration 21Q: 3 clusters Score -123324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -123326.062500 Penalty: 1463.828613
	Iteration 22Q: 3 clusters Score -123326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -123326.710938 Penalty: 1463.828613
	Iteration 23Q: 3 clusters Score -123326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -123326.710938 Penalty: 1463.828613
	Iteration 24F: 3 clusters Score -123326.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -274446.156250 Penalty: 800.694397
	Iteration 0F: 2 clusters Score -274446.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -271102.062500 Penalty: 1601.388794
	Iteration 0F: 3 clusters Score -271102.1 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -272115.343750 Penalty: 1601.388794
	Iteration 1F: 3 clusters Score -272115.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -272222.468750 Penalty: 1601.388794
	Iteration 2F: 3 clusters Score -272222.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -272317.531250 Penalty: 1601.388794
	Iteration 3F: 3 clusters Score -272317.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -272409.125000 Penalty: 1601.388794
	Iteration 4Q: 3 clusters Score -272409.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -272513.031250 Penalty: 1601.388794
	Iteration 5Q: 3 clusters Score -272513 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -272611.718750 Penalty: 1601.388794
	Iteration 6Q: 3 clusters Score -272611.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -272745.625000 Penalty: 1601.388794
	Iteration 7Q: 3 clusters Score -272745.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -272926.218750 Penalty: 1601.388794
	Iteration 8F: 3 clusters Score -272926.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -273114.562500 Penalty: 1601.388794
	Iteration 9F: 3 clusters Score -273114.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -273300.250000 Penalty: 1601.388794
	Iteration 10Q: 3 clusters Score -273300.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -273422.375000 Penalty: 1601.388794
	Iteration 11Q: 3 clusters Score -273422.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -273509.750000 Penalty: 1601.388794
	Iteration 12Q: 3 clusters Score -273509.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -273577.625000 Penalty: 1601.388794
	Iteration 13Q: 3 clusters Score -273577.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -273625.968750 Penalty: 1601.388794
	Iteration 14Q: 3 clusters Score -273626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -273664.625000 Penalty: 1601.388794
	Iteration 15Q: 3 clusters Score -273664.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -273688.937500 Penalty: 1601.388794
	Iteration 16Q: 3 clusters Score -273688.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -273705.156250 Penalty: 1601.388794
	Iteration 17Q: 3 clusters Score -273705.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -273716.593750 Penalty: 1601.388794
	Iteration 18Q: 3 clusters Score -273716.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -273728.187500 Penalty: 1601.388794
	Iteration 19Q: 3 clusters Score -273728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -273735.687500 Penalty: 1601.388794
	Iteration 20F: 3 clusters Score -273735.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -273743.125000 Penalty: 1601.388794
	Iteration 21Q: 3 clusters Score -273743.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -273746.593750 Penalty: 1601.388794
	Iteration 22Q: 3 clusters Score -273746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -273749.031250 Penalty: 1601.388794
	Iteration 23Q: 3 clusters Score -273749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -273753.062500 Penalty: 1601.388794
	Iteration 24Q: 3 clusters Score -273753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -273754.718750 Penalty: 1601.388794
	Iteration 25Q: 3 clusters Score -273754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -273754.781250 Penalty: 1601.388794
	Iteration 26Q: 3 clusters Score -273754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -273755.750000 Penalty: 1601.388794
	Iteration 27Q: 3 clusters Score -273755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -273756.968750 Penalty: 1601.388794
	Iteration 28Q: 3 clusters Score -273757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -273756.968750 Penalty: 1601.388794
	Iteration 29F: 3 clusters Score -273757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Entering Unmasked Estep 
Score: -629330.187500 Penalty: 901.414917
	Iteration 0F: 2 clusters Score -629330.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -620387.875000 Penalty: 1802.829834
	Iteration 0F: 3 clusters Score -620387.9 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -623752.750000 Penalty: 1802.829834
	Iteration 1F: 3 clusters Score -623752.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -624258.312500 Penalty: 1802.829834
	Iteration 2F: 3 clusters Score -624258.3 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -624921.250000 Penalty: 1802.829834
	Iteration 3F: 3 clusters Score -624921.2 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -625658.750000 Penalty: 1802.829834
	Iteration 4F: 3 clusters Score -625658.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -626358.687500 Penalty: 1802.829834
	Iteration 5F: 3 clusters Score -626358.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -626956.750000 Penalty: 1802.829834
	Iteration 6F: 3 clusters Score -626956.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -627436.437500 Penalty: 1802.829834
	Iteration 7F: 3 clusters Score -627436.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -627807.875000 Penalty: 1802.829834
	Iteration 8Q: 3 clusters Score -627807.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -628136.375000 Penalty: 1802.829834
	Iteration 9Q: 3 clusters Score -628136.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -628365.250000 Penalty: 1802.829834
	Iteration 10Q: 3 clusters Score -628365.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -628522.750000 Penalty: 1802.829834
	Iteration 11Q: 3 clusters Score -628522.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -628629.437500 Penalty: 1802.829834
	Iteration 12Q: 3 clusters Score -628629.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -628705.687500 Penalty: 1802.829834
	Iteration 13Q: 3 clusters Score -628705.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -628768.062500 Penalty: 1802.829834
	Iteration 14Q: 3 clusters Score -628768.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -628817.250000 Penalty: 1802.829834
	Iteration 15Q: 3 clusters Score -628817.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -628853.187500 Penalty: 1802.829834
	Iteration 16Q: 3 clusters Score -628853.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -628876.750000 Penalty: 1802.829834
	Iteration 17Q: 3 clusters Score -628876.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -628893.562500 Penalty: 1802.829834
	Iteration 18Q: 3 clusters Score -628893.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -628911.312500 Penalty: 1802.829834
	Iteration 19Q: 3 clusters Score -628911.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -628930.687500 Penalty: 1802.829834
	Iteration 20F: 3 clusters Score -628930.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -628947.062500 Penalty: 1802.829834
	Iteration 21Q: 3 clusters Score -628947.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -628956.187500 Penalty: 1802.829834
	Iteration 22Q: 3 clusters Score -628956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -628956.250000 Penalty: 1802.829834
	Iteration 23Q: 3 clusters Score -628956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -628958.000000 Penalty: 1802.829834
	Iteration 24Q: 3 clusters Score -628958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -628959.437500 Penalty: 1802.829834
	Iteration 25Q: 3 clusters Score -628959.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -628959.437500 Penalty: 1802.829834
	Iteration 26F: 3 clusters Score -628959.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (295113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295113 members 
Entering Unmasked Estep 
Score: -16158658.000000 Penalty: 1196.535767
	Iteration 0F: 2 clusters Score -1.615866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147859 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -15962812.000000 Penalty: 2393.071533
	Iteration 0F: 3 clusters Score -1.596281e+07 nChanged 145059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163088 members 
Mstep: Class 2 contains 132025 members 
Entering Unmasked Estep 
Score: -16054883.000000 Penalty: 2393.071533
	Iteration 1F: 3 clusters Score -1.605488e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 123732 members 
Entering Unmasked Estep 
Score: -16060334.000000 Penalty: 2393.071533
	Iteration 2Q: 3 clusters Score -1.606033e+07 nChanged 16236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183157 members 
Mstep: Class 2 contains 111956 members 
Entering Unmasked Estep 
Score: -16068564.000000 Penalty: 2393.071533
	Iteration 3F: 3 clusters Score -1.606856e+07 nChanged 19063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198788 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -16080182.000000 Penalty: 2393.071533
	Iteration 4F: 3 clusters Score -1.608018e+07 nChanged 21187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218009 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -16095112.000000 Penalty: 2393.071533
	Iteration 5F: 3 clusters Score -1.609511e+07 nChanged 21633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238910 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -16112404.000000 Penalty: 2393.071533
	Iteration 6F: 3 clusters Score -1.61124e+07 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257846 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -16128473.000000 Penalty: 2393.071533
	Iteration 7F: 3 clusters Score -1.612847e+07 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272077 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -16141026.000000 Penalty: 2393.071533
	Iteration 8Q: 3 clusters Score -1.614103e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281061 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -16148907.000000 Penalty: 2393.071533
	Iteration 9Q: 3 clusters Score -1.614891e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286044 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -16153623.000000 Penalty: 2393.071533
	Iteration 10Q: 3 clusters Score -1.615362e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288519 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -16156065.000000 Penalty: 2393.071533
	Iteration 11Q: 3 clusters Score -1.615606e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289753 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -16157232.000000 Penalty: 2393.071533
	Iteration 12Q: 3 clusters Score -1.615723e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290529 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -16157938.000000 Penalty: 2393.071533
	Iteration 13Q: 3 clusters Score -1.615794e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291006 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -16158292.000000 Penalty: 2393.071533
	Iteration 14Q: 3 clusters Score -1.615829e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291356 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -16158551.000000 Penalty: 2393.071533
	Iteration 15Q: 3 clusters Score -1.615855e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291590 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -16158728.000000 Penalty: 2393.071533
	Iteration 16Q: 3 clusters Score -1.615873e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291781 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -16158823.000000 Penalty: 2393.071533
	Iteration 17Q: 3 clusters Score -1.615882e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291921 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -16158860.000000 Penalty: 2393.071533
	Iteration 18Q: 3 clusters Score -1.615886e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292015 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -16158938.000000 Penalty: 2393.071533
	Iteration 19Q: 3 clusters Score -1.615894e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292091 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -16158997.000000 Penalty: 2393.071533
	Iteration 20F: 3 clusters Score -1.6159e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292148 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -16159016.000000 Penalty: 2393.071533
	Iteration 21Q: 3 clusters Score -1.615902e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292181 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16159035.000000 Penalty: 2393.071533
	Iteration 22Q: 3 clusters Score -1.615904e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292204 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -16159029.000000 Penalty: 2393.071533
	Iteration 23Q: 3 clusters Score -1.615903e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292248 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -16159056.000000 Penalty: 2393.071533
	Iteration 24Q: 3 clusters Score -1.615906e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292277 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -16159086.000000 Penalty: 2393.071533
	Iteration 25Q: 3 clusters Score -1.615909e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292309 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -16159092.000000 Penalty: 2393.071533
	Iteration 26Q: 3 clusters Score -1.615909e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292338 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -16159110.000000 Penalty: 2393.071533
	Iteration 27Q: 3 clusters Score -1.615911e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292367 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -16159136.000000 Penalty: 2393.071533
	Iteration 28Q: 3 clusters Score -1.615914e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292387 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -16159124.000000 Penalty: 2393.071533
	Iteration 29Q: 3 clusters Score -1.615912e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292403 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -16159128.000000 Penalty: 2393.071533
	Iteration 30Q: 3 clusters Score -1.615913e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292420 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -16159098.000000 Penalty: 2393.071533
	Iteration 31Q: 3 clusters Score -1.61591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292435 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -16159105.000000 Penalty: 2393.071533
	Iteration 32Q: 3 clusters Score -1.61591e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292447 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -16159111.000000 Penalty: 2393.071533
	Iteration 33Q: 3 clusters Score -1.615911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292469 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -16159116.000000 Penalty: 2393.071533
	Iteration 34Q: 3 clusters Score -1.615912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292480 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -16159117.000000 Penalty: 2393.071533
	Iteration 35Q: 3 clusters Score -1.615912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292492 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -16159120.000000 Penalty: 2393.071533
	Iteration 36Q: 3 clusters Score -1.615912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292499 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -16159137.000000 Penalty: 2393.071533
	Iteration 37Q: 3 clusters Score -1.615914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292509 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -16159125.000000 Penalty: 2393.071533
	Iteration 38Q: 3 clusters Score -1.615912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292521 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -16159134.000000 Penalty: 2393.071533
	Iteration 39Q: 3 clusters Score -1.615913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292533 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -16159133.000000 Penalty: 2393.071533
	Iteration 40F: 3 clusters Score -1.615913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292540 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -16159120.000000 Penalty: 2393.071533
	Iteration 41Q: 3 clusters Score -1.615912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292552 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -16159118.000000 Penalty: 2393.071533
	Iteration 42Q: 3 clusters Score -1.615912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292564 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -16159126.000000 Penalty: 2393.071533
	Iteration 43Q: 3 clusters Score -1.615913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292568 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -16159135.000000 Penalty: 2393.071533
	Iteration 44Q: 3 clusters Score -1.615914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292573 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -16159117.000000 Penalty: 2393.071533
	Iteration 45Q: 3 clusters Score -1.615912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292576 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -16159118.000000 Penalty: 2393.071533
	Iteration 46Q: 3 clusters Score -1.615912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292580 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -16159117.000000 Penalty: 2393.071533
	Iteration 47Q: 3 clusters Score -1.615912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292582 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -16159116.000000 Penalty: 2393.071533
	Iteration 48Q: 3 clusters Score -1.615912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292586 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -16159119.000000 Penalty: 2393.071533
	Iteration 49Q: 3 clusters Score -1.615912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292590 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -16159128.000000 Penalty: 2393.071533
	Iteration 50Q: 3 clusters Score -1.615913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292597 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -16159117.000000 Penalty: 2393.071533
	Iteration 51Q: 3 clusters Score -1.615912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292604 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -16159102.000000 Penalty: 2393.071533
	Iteration 52Q: 3 clusters Score -1.61591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292611 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -16159103.000000 Penalty: 2393.071533
	Iteration 53Q: 3 clusters Score -1.61591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292616 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -16159099.000000 Penalty: 2393.071533
	Iteration 54Q: 3 clusters Score -1.61591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292621 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -16159096.000000 Penalty: 2393.071533
	Iteration 55Q: 3 clusters Score -1.61591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292626 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -16159099.000000 Penalty: 2393.071533
	Iteration 56Q: 3 clusters Score -1.61591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292634 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -16159105.000000 Penalty: 2393.071533
	Iteration 57Q: 3 clusters Score -1.61591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292637 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -16159099.000000 Penalty: 2393.071533
	Iteration 58Q: 3 clusters Score -1.61591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292638 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -16159103.000000 Penalty: 2393.071533
	Iteration 59Q: 3 clusters Score -1.61591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292639 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -16159101.000000 Penalty: 2393.071533
	Iteration 60F: 3 clusters Score -1.61591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4206 members 
Mstep: Class 3 contains 22576 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 14377 members 
Mstep: Class 7 contains 26792 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 35454 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 29582 members 
Mstep: Class 14 contains 3609 members 
Mstep: Class 15 contains 132466 members 
Mstep: Class 16 contains 16275 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13208 members 
Mstep: Class 20 contains 292639 members 
Mstep: Class 21 contains 13182 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 76559 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 3232 members 
Mstep: Class 28 contains 3902 members 
Mstep: Class 29 contains 2474 members 
Entering Unmasked Estep 
Score: -38635364.000000 Penalty: 37222.273438
Splitting cluster 20 changes total score from -38635092.000000 to -38635364.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (13182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Entering Unmasked Estep 
Score: -708957.937500 Penalty: 901.227722
	Iteration 0F: 2 clusters Score -708957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -700119.125000 Penalty: 1802.455444
	Iteration 0F: 3 clusters Score -700119.1 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -703627.250000 Penalty: 1802.455444
	Iteration 1F: 3 clusters Score -703627.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -704011.625000 Penalty: 1802.455444
	Iteration 2F: 3 clusters Score -704011.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -704412.125000 Penalty: 1802.455444
	Iteration 3F: 3 clusters Score -704412.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -704867.812500 Penalty: 1802.455444
	Iteration 4F: 3 clusters Score -704867.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -705401.875000 Penalty: 1802.455444
	Iteration 5F: 3 clusters Score -705401.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -706022.312500 Penalty: 1802.455444
	Iteration 6F: 3 clusters Score -706022.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -706725.125000 Penalty: 1802.455444
	Iteration 7F: 3 clusters Score -706725.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -707308.062500 Penalty: 1802.455444
	Iteration 8Q: 3 clusters Score -707308.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -707577.875000 Penalty: 1802.455444
	Iteration 9Q: 3 clusters Score -707577.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -707673.312500 Penalty: 1802.455444
	Iteration 10Q: 3 clusters Score -707673.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -707735.250000 Penalty: 1802.455444
	Iteration 11Q: 3 clusters Score -707735.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -707787.500000 Penalty: 1802.455444
	Iteration 12Q: 3 clusters Score -707787.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -707822.000000 Penalty: 1802.455444
	Iteration 13Q: 3 clusters Score -707822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -707858.562500 Penalty: 1802.455444
	Iteration 14Q: 3 clusters Score -707858.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -707885.125000 Penalty: 1802.455444
	Iteration 15Q: 3 clusters Score -707885.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -707903.500000 Penalty: 1802.455444
	Iteration 16Q: 3 clusters Score -707903.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -707913.250000 Penalty: 1802.455444
	Iteration 17Q: 3 clusters Score -707913.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -707918.187500 Penalty: 1802.455444
	Iteration 18Q: 3 clusters Score -707918.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -707928.500000 Penalty: 1802.455444
	Iteration 19Q: 3 clusters Score -707928.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -707938.125000 Penalty: 1802.455444
	Iteration 20F: 3 clusters Score -707938.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -707945.687500 Penalty: 1802.455444
	Iteration 21Q: 3 clusters Score -707945.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -707957.062500 Penalty: 1802.455444
	Iteration 22Q: 3 clusters Score -707957.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -707963.562500 Penalty: 1802.455444
	Iteration 23Q: 3 clusters Score -707963.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -707971.437500 Penalty: 1802.455444
	Iteration 24Q: 3 clusters Score -707971.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -707972.312500 Penalty: 1802.455444
	Iteration 25Q: 3 clusters Score -707972.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -707973.062500 Penalty: 1802.455444
	Iteration 26Q: 3 clusters Score -707973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -707975.937500 Penalty: 1802.455444
	Iteration 27Q: 3 clusters Score -707975.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -707979.312500 Penalty: 1802.455444
	Iteration 28Q: 3 clusters Score -707979.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -707980.187500 Penalty: 1802.455444
	Iteration 29Q: 3 clusters Score -707980.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -707981.375000 Penalty: 1802.455444
	Iteration 30Q: 3 clusters Score -707981.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -707982.125000 Penalty: 1802.455444
	Iteration 31Q: 3 clusters Score -707982.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -707984.937500 Penalty: 1802.455444
	Iteration 32Q: 3 clusters Score -707984.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -707987.625000 Penalty: 1802.455444
	Iteration 33Q: 3 clusters Score -707987.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -707986.375000 Penalty: 1802.455444
	Iteration 34Q: 3 clusters Score -707986.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -707990.750000 Penalty: 1802.455444
	Iteration 35Q: 3 clusters Score -707990.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -707989.875000 Penalty: 1802.455444
	Iteration 36Q: 3 clusters Score -707989.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -707994.187500 Penalty: 1802.455444
	Iteration 37Q: 3 clusters Score -707994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -707995.625000 Penalty: 1802.455444
	Iteration 38Q: 3 clusters Score -707995.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -707999.562500 Penalty: 1802.455444
	Iteration 39Q: 3 clusters Score -707999.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -708004.437500 Penalty: 1802.455444
	Iteration 40F: 3 clusters Score -708004.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -708007.000000 Penalty: 1802.455444
	Iteration 41Q: 3 clusters Score -708007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -708009.750000 Penalty: 1802.455444
	Iteration 42Q: 3 clusters Score -708009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -708009.500000 Penalty: 1802.455444
	Iteration 43Q: 3 clusters Score -708009.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -708015.500000 Penalty: 1802.455444
	Iteration 44Q: 3 clusters Score -708015.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -708017.250000 Penalty: 1802.455444
	Iteration 45Q: 3 clusters Score -708017.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -708022.625000 Penalty: 1802.455444
	Iteration 46Q: 3 clusters Score -708022.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -708026.187500 Penalty: 1802.455444
	Iteration 47Q: 3 clusters Score -708026.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -708032.875000 Penalty: 1802.455444
	Iteration 48Q: 3 clusters Score -708032.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -708035.750000 Penalty: 1802.455444
	Iteration 49Q: 3 clusters Score -708035.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -708038.812500 Penalty: 1802.455444
	Iteration 50Q: 3 clusters Score -708038.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -708039.250000 Penalty: 1802.455444
	Iteration 51Q: 3 clusters Score -708039.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -708043.500000 Penalty: 1802.455444
	Iteration 52Q: 3 clusters Score -708043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -708044.125000 Penalty: 1802.455444
	Iteration 53Q: 3 clusters Score -708044.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -708050.250000 Penalty: 1802.455444
	Iteration 54Q: 3 clusters Score -708050.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -708053.687500 Penalty: 1802.455444
	Iteration 55Q: 3 clusters Score -708053.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -708059.187500 Penalty: 1802.455444
	Iteration 56Q: 3 clusters Score -708059.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -708060.875000 Penalty: 1802.455444
	Iteration 57Q: 3 clusters Score -708060.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -708061.687500 Penalty: 1802.455444
	Iteration 58Q: 3 clusters Score -708061.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -708066.875000 Penalty: 1802.455444
	Iteration 59Q: 3 clusters Score -708066.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -708071.875000 Penalty: 1802.455444
	Iteration 60F: 3 clusters Score -708071.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -708079.312500 Penalty: 1802.455444
	Iteration 61Q: 3 clusters Score -708079.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -708085.437500 Penalty: 1802.455444
	Iteration 62Q: 3 clusters Score -708085.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -708087.687500 Penalty: 1802.455444
	Iteration 63Q: 3 clusters Score -708087.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -708090.250000 Penalty: 1802.455444
	Iteration 64Q: 3 clusters Score -708090.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -708096.875000 Penalty: 1802.455444
	Iteration 65Q: 3 clusters Score -708096.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -708103.125000 Penalty: 1802.455444
	Iteration 66Q: 3 clusters Score -708103.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -708103.062500 Penalty: 1802.455444
	Iteration 67Q: 3 clusters Score -708103.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -708107.937500 Penalty: 1802.455444
	Iteration 68Q: 3 clusters Score -708107.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -708110.625000 Penalty: 1802.455444
	Iteration 69Q: 3 clusters Score -708110.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -708115.500000 Penalty: 1802.455444
	Iteration 70Q: 3 clusters Score -708115.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -708122.687500 Penalty: 1802.455444
	Iteration 71Q: 3 clusters Score -708122.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -708128.812500 Penalty: 1802.455444
	Iteration 72Q: 3 clusters Score -708128.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -708132.000000 Penalty: 1802.455444
	Iteration 73Q: 3 clusters Score -708132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -708138.875000 Penalty: 1802.455444
	Iteration 74Q: 3 clusters Score -708138.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -708146.875000 Penalty: 1802.455444
	Iteration 75Q: 3 clusters Score -708146.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -708155.125000 Penalty: 1802.455444
	Iteration 76Q: 3 clusters Score -708155.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -708160.312500 Penalty: 1802.455444
	Iteration 77Q: 3 clusters Score -708160.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -708165.687500 Penalty: 1802.455444
	Iteration 78Q: 3 clusters Score -708165.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -708169.812500 Penalty: 1802.455444
	Iteration 79Q: 3 clusters Score -708169.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -708176.375000 Penalty: 1802.455444
	Iteration 80F: 3 clusters Score -708176.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -708183.562500 Penalty: 1802.455444
	Iteration 81Q: 3 clusters Score -708183.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -708187.750000 Penalty: 1802.455444
	Iteration 82Q: 3 clusters Score -708187.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -708192.875000 Penalty: 1802.455444
	Iteration 83Q: 3 clusters Score -708192.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -708196.500000 Penalty: 1802.455444
	Iteration 84Q: 3 clusters Score -708196.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -708201.000000 Penalty: 1802.455444
	Iteration 85Q: 3 clusters Score -708201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -708205.125000 Penalty: 1802.455444
	Iteration 86Q: 3 clusters Score -708205.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -708206.250000 Penalty: 1802.455444
	Iteration 87Q: 3 clusters Score -708206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -708208.437500 Penalty: 1802.455444
	Iteration 88Q: 3 clusters Score -708208.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -708212.312500 Penalty: 1802.455444
	Iteration 89Q: 3 clusters Score -708212.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -708214.875000 Penalty: 1802.455444
	Iteration 90Q: 3 clusters Score -708214.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -708218.375000 Penalty: 1802.455444
	Iteration 91Q: 3 clusters Score -708218.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -708226.437500 Penalty: 1802.455444
	Iteration 92Q: 3 clusters Score -708226.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -708226.062500 Penalty: 1802.455444
	Iteration 93Q: 3 clusters Score -708226.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -708229.000000 Penalty: 1802.455444
	Iteration 94Q: 3 clusters Score -708229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -708229.687500 Penalty: 1802.455444
	Iteration 95Q: 3 clusters Score -708229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -708230.375000 Penalty: 1802.455444
	Iteration 96Q: 3 clusters Score -708230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -708232.000000 Penalty: 1802.455444
	Iteration 97Q: 3 clusters Score -708232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -708231.312500 Penalty: 1802.455444
	Iteration 98Q: 3 clusters Score -708231.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -708232.625000 Penalty: 1802.455444
	Iteration 99Q: 3 clusters Score -708232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -708234.687500 Penalty: 1802.455444
	Iteration 100F: 3 clusters Score -708234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -708234.625000 Penalty: 1802.455444
	Iteration 101Q: 3 clusters Score -708234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -708236.062500 Penalty: 1802.455444
	Iteration 102Q: 3 clusters Score -708236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -708234.625000 Penalty: 1802.455444
	Iteration 103Q: 3 clusters Score -708234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -708236.625000 Penalty: 1802.455444
	Iteration 104Q: 3 clusters Score -708236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -708236.937500 Penalty: 1802.455444
	Iteration 105Q: 3 clusters Score -708236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -708237.437500 Penalty: 1802.455444
	Iteration 106Q: 3 clusters Score -708237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -708237.625000 Penalty: 1802.455444
	Iteration 107Q: 3 clusters Score -708237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -708238.375000 Penalty: 1802.455444
	Iteration 108Q: 3 clusters Score -708238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -708241.125000 Penalty: 1802.455444
	Iteration 109Q: 3 clusters Score -708241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -708242.000000 Penalty: 1802.455444
	Iteration 110Q: 3 clusters Score -708242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -708245.625000 Penalty: 1802.455444
	Iteration 111Q: 3 clusters Score -708245.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -708246.062500 Penalty: 1802.455444
	Iteration 112Q: 3 clusters Score -708246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -708245.687500 Penalty: 1802.455444
	Iteration 113Q: 3 clusters Score -708245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -708247.687500 Penalty: 1802.455444
	Iteration 114Q: 3 clusters Score -708247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -708248.500000 Penalty: 1802.455444
	Iteration 115Q: 3 clusters Score -708248.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -708249.437500 Penalty: 1802.455444
	Iteration 116Q: 3 clusters Score -708249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -708250.500000 Penalty: 1802.455444
	Iteration 117Q: 3 clusters Score -708250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -708250.500000 Penalty: 1802.455444
	Iteration 118F: 3 clusters Score -708250.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -175650.140625 Penalty: 762.950745
	Iteration 0F: 2 clusters Score -175650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -173296.281250 Penalty: 1525.901489
	Iteration 0F: 3 clusters Score -173296.3 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -174020.343750 Penalty: 1525.901489
	Iteration 1F: 3 clusters Score -174020.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -174173.125000 Penalty: 1525.901489
	Iteration 2F: 3 clusters Score -174173.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -174257.421875 Penalty: 1525.901489
	Iteration 3F: 3 clusters Score -174257.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -174324.062500 Penalty: 1525.901489
	Iteration 4Q: 3 clusters Score -174324.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -174388.593750 Penalty: 1525.901489
	Iteration 5Q: 3 clusters Score -174388.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -174466.093750 Penalty: 1525.901489
	Iteration 6Q: 3 clusters Score -174466.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -174524.765625 Penalty: 1525.901489
	Iteration 7Q: 3 clusters Score -174524.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -174582.765625 Penalty: 1525.901489
	Iteration 8Q: 3 clusters Score -174582.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -174625.828125 Penalty: 1525.901489
	Iteration 9Q: 3 clusters Score -174625.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -174658.453125 Penalty: 1525.901489
	Iteration 10Q: 3 clusters Score -174658.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -174686.281250 Penalty: 1525.901489
	Iteration 11Q: 3 clusters Score -174686.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -174705.343750 Penalty: 1525.901489
	Iteration 12Q: 3 clusters Score -174705.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -174720.500000 Penalty: 1525.901489
	Iteration 13Q: 3 clusters Score -174720.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -174735.390625 Penalty: 1525.901489
	Iteration 14Q: 3 clusters Score -174735.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -174750.578125 Penalty: 1525.901489
	Iteration 15Q: 3 clusters Score -174750.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -174763.328125 Penalty: 1525.901489
	Iteration 16Q: 3 clusters Score -174763.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -174773.218750 Penalty: 1525.901489
	Iteration 17Q: 3 clusters Score -174773.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174780.609375 Penalty: 1525.901489
	Iteration 18Q: 3 clusters Score -174780.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -174787.578125 Penalty: 1525.901489
	Iteration 19Q: 3 clusters Score -174787.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -174792.828125 Penalty: 1525.901489
	Iteration 20F: 3 clusters Score -174792.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174797.515625 Penalty: 1525.901489
	Iteration 21Q: 3 clusters Score -174797.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -174801.953125 Penalty: 1525.901489
	Iteration 22Q: 3 clusters Score -174802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -174804.015625 Penalty: 1525.901489
	Iteration 23Q: 3 clusters Score -174804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -174805.859375 Penalty: 1525.901489
	Iteration 24Q: 3 clusters Score -174805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -174809.140625 Penalty: 1525.901489
	Iteration 25Q: 3 clusters Score -174809.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -174816.171875 Penalty: 1525.901489
	Iteration 26Q: 3 clusters Score -174816.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -174821.546875 Penalty: 1525.901489
	Iteration 27Q: 3 clusters Score -174821.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -174825.859375 Penalty: 1525.901489
	Iteration 28Q: 3 clusters Score -174825.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -174829.687500 Penalty: 1525.901489
	Iteration 29Q: 3 clusters Score -174829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -174833.203125 Penalty: 1525.901489
	Iteration 30Q: 3 clusters Score -174833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -174834.906250 Penalty: 1525.901489
	Iteration 31Q: 3 clusters Score -174834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -174835.562500 Penalty: 1525.901489
	Iteration 32Q: 3 clusters Score -174835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -174837.468750 Penalty: 1525.901489
	Iteration 33Q: 3 clusters Score -174837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -174839.218750 Penalty: 1525.901489
	Iteration 34Q: 3 clusters Score -174839.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -174841.312500 Penalty: 1525.901489
	Iteration 35Q: 3 clusters Score -174841.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -174842.828125 Penalty: 1525.901489
	Iteration 36Q: 3 clusters Score -174842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174843.515625 Penalty: 1525.901489
	Iteration 37Q: 3 clusters Score -174843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -174844.593750 Penalty: 1525.901489
	Iteration 38Q: 3 clusters Score -174844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174845.234375 Penalty: 1525.901489
	Iteration 39Q: 3 clusters Score -174845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174845.234375 Penalty: 1525.901489
	Iteration 40F: 3 clusters Score -174845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Entering Unmasked Estep 
Score: -4143314.750000 Penalty: 1068.352661
	Iteration 0F: 2 clusters Score -4143315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4092074.750000 Penalty: 2136.705322
	Iteration 0F: 3 clusters Score -4092075 nChanged 36887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4113741.250000 Penalty: 2136.705322
	Iteration 1F: 3 clusters Score -4113741 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4114806.250000 Penalty: 2136.705322
	Iteration 2Q: 3 clusters Score -4114806 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -4116897.750000 Penalty: 2136.705322
	Iteration 3F: 3 clusters Score -4116898 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -4120759.500000 Penalty: 2136.705322
	Iteration 4F: 3 clusters Score -4120760 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4126266.250000 Penalty: 2136.705322
	Iteration 5F: 3 clusters Score -4126266 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -4131911.750000 Penalty: 2136.705322
	Iteration 6F: 3 clusters Score -4131912 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4136242.250000 Penalty: 2136.705322
	Iteration 7F: 3 clusters Score -4136242 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4139170.000000 Penalty: 2136.705322
	Iteration 8Q: 3 clusters Score -4139170 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4140801.500000 Penalty: 2136.705322
	Iteration 9Q: 3 clusters Score -4140802 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4141660.250000 Penalty: 2136.705322
	Iteration 10Q: 3 clusters Score -4141660 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4142012.500000 Penalty: 2136.705322
	Iteration 11Q: 3 clusters Score -4142012 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4142186.000000 Penalty: 2136.705322
	Iteration 12Q: 3 clusters Score -4142186 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4142265.750000 Penalty: 2136.705322
	Iteration 13Q: 3 clusters Score -4142266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4142337.750000 Penalty: 2136.705322
	Iteration 14Q: 3 clusters Score -4142338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4142367.750000 Penalty: 2136.705322
	Iteration 15Q: 3 clusters Score -4142368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4142399.250000 Penalty: 2136.705322
	Iteration 16Q: 3 clusters Score -4142399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4142411.500000 Penalty: 2136.705322
	Iteration 17Q: 3 clusters Score -4142412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4142421.000000 Penalty: 2136.705322
	Iteration 18Q: 3 clusters Score -4142421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4142430.750000 Penalty: 2136.705322
	Iteration 19Q: 3 clusters Score -4142431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4142436.500000 Penalty: 2136.705322
	Iteration 20F: 3 clusters Score -4142436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4142442.500000 Penalty: 2136.705322
	Iteration 21Q: 3 clusters Score -4142442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4142450.750000 Penalty: 2136.705322
	Iteration 22Q: 3 clusters Score -4142451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4142455.000000 Penalty: 2136.705322
	Iteration 23Q: 3 clusters Score -4142455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4142459.500000 Penalty: 2136.705322
	Iteration 24Q: 3 clusters Score -4142460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4142461.500000 Penalty: 2136.705322
	Iteration 25Q: 3 clusters Score -4142462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4142463.000000 Penalty: 2136.705322
	Iteration 26Q: 3 clusters Score -4142463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4142468.750000 Penalty: 2136.705322
	Iteration 27Q: 3 clusters Score -4142469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4142469.250000 Penalty: 2136.705322
	Iteration 28Q: 3 clusters Score -4142469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4142472.000000 Penalty: 2136.705322
	Iteration 29Q: 3 clusters Score -4142472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4142473.250000 Penalty: 2136.705322
	Iteration 30Q: 3 clusters Score -4142473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4142482.500000 Penalty: 2136.705322
	Iteration 31Q: 3 clusters Score -4142482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4142489.250000 Penalty: 2136.705322
	Iteration 32Q: 3 clusters Score -4142489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4142491.000000 Penalty: 2136.705322
	Iteration 33Q: 3 clusters Score -4142491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4142491.250000 Penalty: 2136.705322
	Iteration 34Q: 3 clusters Score -4142491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4142493.750000 Penalty: 2136.705322
	Iteration 35Q: 3 clusters Score -4142494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4142493.750000 Penalty: 2136.705322
	Iteration 36F: 3 clusters Score -4142494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -136917.250000 Penalty: 745.240112
	Iteration 0F: 2 clusters Score -136917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -134867.578125 Penalty: 1490.480225
	Iteration 0F: 3 clusters Score -134867.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -135461.000000 Penalty: 1490.480225
	Iteration 1F: 3 clusters Score -135461 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -135597.781250 Penalty: 1490.480225
	Iteration 2F: 3 clusters Score -135597.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -135674.906250 Penalty: 1490.480225
	Iteration 3F: 3 clusters Score -135674.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -135735.734375 Penalty: 1490.480225
	Iteration 4Q: 3 clusters Score -135735.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -135803.875000 Penalty: 1490.480225
	Iteration 5Q: 3 clusters Score -135803.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -135863.562500 Penalty: 1490.480225
	Iteration 6Q: 3 clusters Score -135863.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135923.375000 Penalty: 1490.480225
	Iteration 7Q: 3 clusters Score -135923.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -135989.140625 Penalty: 1490.480225
	Iteration 8Q: 3 clusters Score -135989.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -136052.937500 Penalty: 1490.480225
	Iteration 9Q: 3 clusters Score -136052.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136095.265625 Penalty: 1490.480225
	Iteration 10Q: 3 clusters Score -136095.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -136134.718750 Penalty: 1490.480225
	Iteration 11Q: 3 clusters Score -136134.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -136168.343750 Penalty: 1490.480225
	Iteration 12Q: 3 clusters Score -136168.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -136199.140625 Penalty: 1490.480225
	Iteration 13Q: 3 clusters Score -136199.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -136236.328125 Penalty: 1490.480225
	Iteration 14Q: 3 clusters Score -136236.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -136266.890625 Penalty: 1490.480225
	Iteration 15Q: 3 clusters Score -136266.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -136285.109375 Penalty: 1490.480225
	Iteration 16Q: 3 clusters Score -136285.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -136298.593750 Penalty: 1490.480225
	Iteration 17Q: 3 clusters Score -136298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -136304.250000 Penalty: 1490.480225
	Iteration 18Q: 3 clusters Score -136304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -136305.546875 Penalty: 1490.480225
	Iteration 19Q: 3 clusters Score -136305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -136306.078125 Penalty: 1490.480225
	Iteration 20F: 3 clusters Score -136306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -136306.312500 Penalty: 1490.480225
	Iteration 21Q: 3 clusters Score -136306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -136306.703125 Penalty: 1490.480225
	Iteration 22Q: 3 clusters Score -136306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -136306.703125 Penalty: 1490.480225
	Iteration 23F: 3 clusters Score -136306.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -163423.453125 Penalty: 766.795471
	Iteration 0F: 2 clusters Score -163423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -160954.812500 Penalty: 1533.590942
	Iteration 0F: 3 clusters Score -160954.8 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -161773.671875 Penalty: 1533.590942
	Iteration 1F: 3 clusters Score -161773.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -161931.000000 Penalty: 1533.590942
	Iteration 2F: 3 clusters Score -161931 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -162032.406250 Penalty: 1533.590942
	Iteration 3F: 3 clusters Score -162032.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -162113.234375 Penalty: 1533.590942
	Iteration 4Q: 3 clusters Score -162113.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -162182.250000 Penalty: 1533.590942
	Iteration 5Q: 3 clusters Score -162182.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -162243.890625 Penalty: 1533.590942
	Iteration 6Q: 3 clusters Score -162243.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -162299.156250 Penalty: 1533.590942
	Iteration 7Q: 3 clusters Score -162299.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -162367.187500 Penalty: 1533.590942
	Iteration 8Q: 3 clusters Score -162367.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -162418.937500 Penalty: 1533.590942
	Iteration 9Q: 3 clusters Score -162418.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -162467.343750 Penalty: 1533.590942
	Iteration 10Q: 3 clusters Score -162467.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -162508.468750 Penalty: 1533.590942
	Iteration 11Q: 3 clusters Score -162508.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -162558.468750 Penalty: 1533.590942
	Iteration 12Q: 3 clusters Score -162558.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -162599.890625 Penalty: 1533.590942
	Iteration 13Q: 3 clusters Score -162599.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -162643.781250 Penalty: 1533.590942
	Iteration 14Q: 3 clusters Score -162643.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -162679.140625 Penalty: 1533.590942
	Iteration 15Q: 3 clusters Score -162679.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -162705.656250 Penalty: 1533.590942
	Iteration 16Q: 3 clusters Score -162705.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -162732.750000 Penalty: 1533.590942
	Iteration 17Q: 3 clusters Score -162732.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -162755.890625 Penalty: 1533.590942
	Iteration 18Q: 3 clusters Score -162755.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -162781.109375 Penalty: 1533.590942
	Iteration 19Q: 3 clusters Score -162781.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -162808.484375 Penalty: 1533.590942
	Iteration 20F: 3 clusters Score -162808.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -162832.968750 Penalty: 1533.590942
	Iteration 21Q: 3 clusters Score -162833 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -162859.234375 Penalty: 1533.590942
	Iteration 22Q: 3 clusters Score -162859.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -162890.234375 Penalty: 1533.590942
	Iteration 23Q: 3 clusters Score -162890.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -162919.937500 Penalty: 1533.590942
	Iteration 24Q: 3 clusters Score -162919.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -162952.390625 Penalty: 1533.590942
	Iteration 25Q: 3 clusters Score -162952.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162983.171875 Penalty: 1533.590942
	Iteration 26Q: 3 clusters Score -162983.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163018.125000 Penalty: 1533.590942
	Iteration 27Q: 3 clusters Score -163018.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -163059.156250 Penalty: 1533.590942
	Iteration 28Q: 3 clusters Score -163059.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -163095.531250 Penalty: 1533.590942
	Iteration 29Q: 3 clusters Score -163095.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -163129.406250 Penalty: 1533.590942
	Iteration 30Q: 3 clusters Score -163129.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -163149.562500 Penalty: 1533.590942
	Iteration 31Q: 3 clusters Score -163149.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -163170.593750 Penalty: 1533.590942
	Iteration 32Q: 3 clusters Score -163170.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -163190.796875 Penalty: 1533.590942
	Iteration 33Q: 3 clusters Score -163190.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -163203.906250 Penalty: 1533.590942
	Iteration 34Q: 3 clusters Score -163203.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -163210.687500 Penalty: 1533.590942
	Iteration 35Q: 3 clusters Score -163210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -163214.125000 Penalty: 1533.590942
	Iteration 36Q: 3 clusters Score -163214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -163215.296875 Penalty: 1533.590942
	Iteration 37Q: 3 clusters Score -163215.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -163217.406250 Penalty: 1533.590942
	Iteration 38Q: 3 clusters Score -163217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -163218.890625 Penalty: 1533.590942
	Iteration 39Q: 3 clusters Score -163218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -163221.203125 Penalty: 1533.590942
	Iteration 40F: 3 clusters Score -163221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -163227.906250 Penalty: 1533.590942
	Iteration 41Q: 3 clusters Score -163227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -163229.781250 Penalty: 1533.590942
	Iteration 42Q: 3 clusters Score -163229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -163229.781250 Penalty: 1533.590942
	Iteration 43F: 3 clusters Score -163229.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -113577.265625 Penalty: 725.353882
	Iteration 0F: 2 clusters Score -113577.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -111844.273438 Penalty: 1450.707764
	Iteration 0F: 3 clusters Score -111844.3 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -112329.039062 Penalty: 1450.707764
	Iteration 1F: 3 clusters Score -112329 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -112398.445312 Penalty: 1450.707764
	Iteration 2F: 3 clusters Score -112398.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -112441.343750 Penalty: 1450.707764
	Iteration 3Q: 3 clusters Score -112441.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -112466.250000 Penalty: 1450.707764
	Iteration 4Q: 3 clusters Score -112466.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -112486.812500 Penalty: 1450.707764
	Iteration 5Q: 3 clusters Score -112486.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -112500.882812 Penalty: 1450.707764
	Iteration 6Q: 3 clusters Score -112500.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -112508.523438 Penalty: 1450.707764
	Iteration 7Q: 3 clusters Score -112508.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112520.117188 Penalty: 1450.707764
	Iteration 8Q: 3 clusters Score -112520.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -112533.554688 Penalty: 1450.707764
	Iteration 9Q: 3 clusters Score -112533.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -112548.398438 Penalty: 1450.707764
	Iteration 10Q: 3 clusters Score -112548.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -112561.171875 Penalty: 1450.707764
	Iteration 11Q: 3 clusters Score -112561.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -112570.109375 Penalty: 1450.707764
	Iteration 12Q: 3 clusters Score -112570.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -112577.406250 Penalty: 1450.707764
	Iteration 13Q: 3 clusters Score -112577.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -112582.781250 Penalty: 1450.707764
	Iteration 14Q: 3 clusters Score -112582.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -112589.101562 Penalty: 1450.707764
	Iteration 15Q: 3 clusters Score -112589.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -112594.945312 Penalty: 1450.707764
	Iteration 16Q: 3 clusters Score -112594.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -112597.960938 Penalty: 1450.707764
	Iteration 17Q: 3 clusters Score -112598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -112601.906250 Penalty: 1450.707764
	Iteration 18Q: 3 clusters Score -112601.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -112606.507812 Penalty: 1450.707764
	Iteration 19Q: 3 clusters Score -112606.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -112615.562500 Penalty: 1450.707764
	Iteration 20F: 3 clusters Score -112615.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -112627.968750 Penalty: 1450.707764
	Iteration 21Q: 3 clusters Score -112628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -112638.242188 Penalty: 1450.707764
	Iteration 22Q: 3 clusters Score -112638.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -112643.718750 Penalty: 1450.707764
	Iteration 23Q: 3 clusters Score -112643.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -112649.148438 Penalty: 1450.707764
	Iteration 24Q: 3 clusters Score -112649.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -112656.562500 Penalty: 1450.707764
	Iteration 25Q: 3 clusters Score -112656.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -112666.781250 Penalty: 1450.707764
	Iteration 26Q: 3 clusters Score -112666.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -112671.875000 Penalty: 1450.707764
	Iteration 27Q: 3 clusters Score -112671.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -112678.789062 Penalty: 1450.707764
	Iteration 28Q: 3 clusters Score -112678.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112690.484375 Penalty: 1450.707764
	Iteration 29Q: 3 clusters Score -112690.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -112708.351562 Penalty: 1450.707764
	Iteration 30Q: 3 clusters Score -112708.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112718.765625 Penalty: 1450.707764
	Iteration 31Q: 3 clusters Score -112718.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -112728.046875 Penalty: 1450.707764
	Iteration 32Q: 3 clusters Score -112728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -112736.281250 Penalty: 1450.707764
	Iteration 33Q: 3 clusters Score -112736.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112742.007812 Penalty: 1450.707764
	Iteration 34Q: 3 clusters Score -112742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -112749.476562 Penalty: 1450.707764
	Iteration 35Q: 3 clusters Score -112749.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -112755.320312 Penalty: 1450.707764
	Iteration 36Q: 3 clusters Score -112755.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -112762.039062 Penalty: 1450.707764
	Iteration 37Q: 3 clusters Score -112762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112770.117188 Penalty: 1450.707764
	Iteration 38Q: 3 clusters Score -112770.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112774.484375 Penalty: 1450.707764
	Iteration 39Q: 3 clusters Score -112774.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -112780.078125 Penalty: 1450.707764
	Iteration 40F: 3 clusters Score -112780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112783.085938 Penalty: 1450.707764
	Iteration 41Q: 3 clusters Score -112783.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112786.875000 Penalty: 1450.707764
	Iteration 42Q: 3 clusters Score -112786.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112793.882812 Penalty: 1450.707764
	Iteration 43Q: 3 clusters Score -112793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112797.554688 Penalty: 1450.707764
	Iteration 44Q: 3 clusters Score -112797.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112803.898438 Penalty: 1450.707764
	Iteration 45Q: 3 clusters Score -112803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112812.687500 Penalty: 1450.707764
	Iteration 46Q: 3 clusters Score -112812.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112824.406250 Penalty: 1450.707764
	Iteration 47Q: 3 clusters Score -112824.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112836.882812 Penalty: 1450.707764
	Iteration 48Q: 3 clusters Score -112836.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112850.570312 Penalty: 1450.707764
	Iteration 49Q: 3 clusters Score -112850.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112861.078125 Penalty: 1450.707764
	Iteration 50Q: 3 clusters Score -112861.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112865.687500 Penalty: 1450.707764
	Iteration 51Q: 3 clusters Score -112865.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112869.523438 Penalty: 1450.707764
	Iteration 52Q: 3 clusters Score -112869.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112875.304688 Penalty: 1450.707764
	Iteration 53Q: 3 clusters Score -112875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112880.984375 Penalty: 1450.707764
	Iteration 54Q: 3 clusters Score -112881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112884.156250 Penalty: 1450.707764
	Iteration 55Q: 3 clusters Score -112884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -112887.125000 Penalty: 1450.707764
	Iteration 56Q: 3 clusters Score -112887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -112888.898438 Penalty: 1450.707764
	Iteration 57Q: 3 clusters Score -112888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112893.585938 Penalty: 1450.707764
	Iteration 58Q: 3 clusters Score -112893.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112903.867188 Penalty: 1450.707764
	Iteration 59Q: 3 clusters Score -112903.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112917.125000 Penalty: 1450.707764
	Iteration 60F: 3 clusters Score -112917.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -112926.617188 Penalty: 1450.707764
	Iteration 61Q: 3 clusters Score -112926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -112936.320312 Penalty: 1450.707764
	Iteration 62Q: 3 clusters Score -112936.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -112943.273438 Penalty: 1450.707764
	Iteration 63Q: 3 clusters Score -112943.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112955.296875 Penalty: 1450.707764
	Iteration 64Q: 3 clusters Score -112955.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -112962.078125 Penalty: 1450.707764
	Iteration 65Q: 3 clusters Score -112962.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -112966.023438 Penalty: 1450.707764
	Iteration 66Q: 3 clusters Score -112966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -112968.484375 Penalty: 1450.707764
	Iteration 67Q: 3 clusters Score -112968.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112972.046875 Penalty: 1450.707764
	Iteration 68Q: 3 clusters Score -112972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112972.945312 Penalty: 1450.707764
	Iteration 69Q: 3 clusters Score -112972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -112973.343750 Penalty: 1450.707764
	Iteration 70Q: 3 clusters Score -112973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112974.023438 Penalty: 1450.707764
	Iteration 71Q: 3 clusters Score -112974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -112975.742188 Penalty: 1450.707764
	Iteration 72Q: 3 clusters Score -112975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -112977.609375 Penalty: 1450.707764
	Iteration 73Q: 3 clusters Score -112977.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -112983.812500 Penalty: 1450.707764
	Iteration 74Q: 3 clusters Score -112983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112990.359375 Penalty: 1450.707764
	Iteration 75Q: 3 clusters Score -112990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -112996.835938 Penalty: 1450.707764
	Iteration 76Q: 3 clusters Score -112996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -113000.203125 Penalty: 1450.707764
	Iteration 77Q: 3 clusters Score -113000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -113000.203125 Penalty: 1450.707764
	Iteration 78F: 3 clusters Score -113000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Entering Unmasked Estep 
Score: -145925.421875 Penalty: 767.681335
	Iteration 0F: 2 clusters Score -145925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -143547.703125 Penalty: 1535.362671
	Iteration 0F: 3 clusters Score -143547.7 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -144484.265625 Penalty: 1535.362671
	Iteration 1F: 3 clusters Score -144484.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -144831.593750 Penalty: 1535.362671
	Iteration 2F: 3 clusters Score -144831.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -145113.859375 Penalty: 1535.362671
	Iteration 3F: 3 clusters Score -145113.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -145292.593750 Penalty: 1535.362671
	Iteration 4F: 3 clusters Score -145292.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -145393.046875 Penalty: 1535.362671
	Iteration 5Q: 3 clusters Score -145393 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -145467.593750 Penalty: 1535.362671
	Iteration 6Q: 3 clusters Score -145467.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -145520.828125 Penalty: 1535.362671
	Iteration 7Q: 3 clusters Score -145520.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145563.031250 Penalty: 1535.362671
	Iteration 8Q: 3 clusters Score -145563 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145598.968750 Penalty: 1535.362671
	Iteration 9Q: 3 clusters Score -145599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145636.828125 Penalty: 1535.362671
	Iteration 10Q: 3 clusters Score -145636.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -145654.875000 Penalty: 1535.362671
	Iteration 11Q: 3 clusters Score -145654.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -145667.390625 Penalty: 1535.362671
	Iteration 12Q: 3 clusters Score -145667.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -145672.750000 Penalty: 1535.362671
	Iteration 13Q: 3 clusters Score -145672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -145674.406250 Penalty: 1535.362671
	Iteration 14Q: 3 clusters Score -145674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -145676.953125 Penalty: 1535.362671
	Iteration 15Q: 3 clusters Score -145677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -145679.296875 Penalty: 1535.362671
	Iteration 16Q: 3 clusters Score -145679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -145682.078125 Penalty: 1535.362671
	Iteration 17Q: 3 clusters Score -145682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -145684.171875 Penalty: 1535.362671
	Iteration 18Q: 3 clusters Score -145684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -145685.343750 Penalty: 1535.362671
	Iteration 19Q: 3 clusters Score -145685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -145689.718750 Penalty: 1535.362671
	Iteration 20F: 3 clusters Score -145689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -145694.937500 Penalty: 1535.362671
	Iteration 21Q: 3 clusters Score -145694.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -145697.609375 Penalty: 1535.362671
	Iteration 22Q: 3 clusters Score -145697.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -145699.796875 Penalty: 1535.362671
	Iteration 23Q: 3 clusters Score -145699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -145701.796875 Penalty: 1535.362671
	Iteration 24Q: 3 clusters Score -145701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -145702.812500 Penalty: 1535.362671
	Iteration 25Q: 3 clusters Score -145702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -145703.031250 Penalty: 1535.362671
	Iteration 26Q: 3 clusters Score -145703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -145703.031250 Penalty: 1535.362671
	Iteration 27F: 3 clusters Score -145703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Entering Unmasked Estep 
Score: -216452.515625 Penalty: 785.578186
	Iteration 0F: 2 clusters Score -216452.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -213568.109375 Penalty: 1571.156372
	Iteration 0F: 3 clusters Score -213568.1 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -214441.765625 Penalty: 1571.156372
	Iteration 1F: 3 clusters Score -214441.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -214619.390625 Penalty: 1571.156372
	Iteration 2F: 3 clusters Score -214619.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -214767.890625 Penalty: 1571.156372
	Iteration 3F: 3 clusters Score -214767.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -214914.640625 Penalty: 1571.156372
	Iteration 4F: 3 clusters Score -214914.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -215037.359375 Penalty: 1571.156372
	Iteration 5F: 3 clusters Score -215037.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -215163.937500 Penalty: 1571.156372
	Iteration 6Q: 3 clusters Score -215163.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -215327.953125 Penalty: 1571.156372
	Iteration 7Q: 3 clusters Score -215328 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -215477.703125 Penalty: 1571.156372
	Iteration 8Q: 3 clusters Score -215477.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -215591.187500 Penalty: 1571.156372
	Iteration 9Q: 3 clusters Score -215591.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -215664.343750 Penalty: 1571.156372
	Iteration 10Q: 3 clusters Score -215664.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -215700.531250 Penalty: 1571.156372
	Iteration 11Q: 3 clusters Score -215700.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -215719.500000 Penalty: 1571.156372
	Iteration 12Q: 3 clusters Score -215719.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -215732.812500 Penalty: 1571.156372
	Iteration 13Q: 3 clusters Score -215732.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -215741.546875 Penalty: 1571.156372
	Iteration 14Q: 3 clusters Score -215741.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -215746.437500 Penalty: 1571.156372
	Iteration 15Q: 3 clusters Score -215746.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -215751.984375 Penalty: 1571.156372
	Iteration 16Q: 3 clusters Score -215752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -215760.859375 Penalty: 1571.156372
	Iteration 17Q: 3 clusters Score -215760.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -215771.500000 Penalty: 1571.156372
	Iteration 18Q: 3 clusters Score -215771.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -215783.750000 Penalty: 1571.156372
	Iteration 19Q: 3 clusters Score -215783.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -215792.593750 Penalty: 1571.156372
	Iteration 20F: 3 clusters Score -215792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -215796.531250 Penalty: 1571.156372
	Iteration 21Q: 3 clusters Score -215796.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -215800.375000 Penalty: 1571.156372
	Iteration 22Q: 3 clusters Score -215800.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -215802.718750 Penalty: 1571.156372
	Iteration 23Q: 3 clusters Score -215802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -215806.203125 Penalty: 1571.156372
	Iteration 24Q: 3 clusters Score -215806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -215809.703125 Penalty: 1571.156372
	Iteration 25Q: 3 clusters Score -215809.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -215811.859375 Penalty: 1571.156372
	Iteration 26Q: 3 clusters Score -215811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -215813.062500 Penalty: 1571.156372
	Iteration 27Q: 3 clusters Score -215813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -215814.250000 Penalty: 1571.156372
	Iteration 28Q: 3 clusters Score -215814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -215815.531250 Penalty: 1571.156372
	Iteration 29Q: 3 clusters Score -215815.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -215817.390625 Penalty: 1571.156372
	Iteration 30Q: 3 clusters Score -215817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -215818.156250 Penalty: 1571.156372
	Iteration 31Q: 3 clusters Score -215818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -215818.781250 Penalty: 1571.156372
	Iteration 32Q: 3 clusters Score -215818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -215819.468750 Penalty: 1571.156372
	Iteration 33Q: 3 clusters Score -215819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -215820.453125 Penalty: 1571.156372
	Iteration 34Q: 3 clusters Score -215820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -215821.625000 Penalty: 1571.156372
	Iteration 35Q: 3 clusters Score -215821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -215823.250000 Penalty: 1571.156372
	Iteration 36Q: 3 clusters Score -215823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -215824.781250 Penalty: 1571.156372
	Iteration 37Q: 3 clusters Score -215824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -215827.312500 Penalty: 1571.156372
	Iteration 38Q: 3 clusters Score -215827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -215829.671875 Penalty: 1571.156372
	Iteration 39Q: 3 clusters Score -215829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -215831.140625 Penalty: 1571.156372
	Iteration 40F: 3 clusters Score -215831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -215832.953125 Penalty: 1571.156372
	Iteration 41Q: 3 clusters Score -215833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -215834.203125 Penalty: 1571.156372
	Iteration 42Q: 3 clusters Score -215834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -215834.203125 Penalty: 1571.156372
	Iteration 43F: 3 clusters Score -215834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4206 members 
Mstep: Class 3 contains 22576 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 14377 members 
Mstep: Class 7 contains 26792 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 35454 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 29582 members 
Mstep: Class 14 contains 3609 members 
Mstep: Class 15 contains 132466 members 
Mstep: Class 16 contains 16275 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13208 members 
Mstep: Class 20 contains 292639 members 
Mstep: Class 21 contains 13182 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 76559 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 3232 members 
Mstep: Class 28 contains 3902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635420.000000 Penalty: 37222.273438
Iteration 119Q: 30 clusters Score -3.863542e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 22523 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 2235 members 
Mstep: Class 6 contains 14390 members 
Mstep: Class 7 contains 26782 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 35500 members 
Mstep: Class 10 contains 1047 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 29576 members 
Mstep: Class 14 contains 3611 members 
Mstep: Class 15 contains 132520 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13178 members 
Mstep: Class 20 contains 292500 members 
Mstep: Class 21 contains 13175 members 
Mstep: Class 22 contains 3093 members 
Mstep: Class 23 contains 76561 members 
Mstep: Class 24 contains 2549 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 3235 members 
Mstep: Class 28 contains 3900 members 
Mstep: Class 29 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635692.000000 Penalty: 37222.273438
Iteration 120F: 30 clusters Score -3.863569e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 14399 members 
Mstep: Class 7 contains 26774 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 35469 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 6486 members 
Mstep: Class 13 contains 29580 members 
Mstep: Class 14 contains 3613 members 
Mstep: Class 15 contains 132501 members 
Mstep: Class 16 contains 16257 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 4576 members 
Mstep: Class 19 contains 13151 members 
Mstep: Class 20 contains 292444 members 
Mstep: Class 21 contains 13166 members 
Mstep: Class 22 contains 3102 members 
Mstep: Class 23 contains 76556 members 
Mstep: Class 24 contains 2549 members 
Mstep: Class 25 contains 3203 members 
Mstep: Class 26 contains 2073 members 
Mstep: Class 27 contains 3234 members 
Mstep: Class 28 contains 3902 members 
Mstep: Class 29 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635740.000000 Penalty: 37222.273438
Iteration 121Q: 30 clusters Score -3.863574e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 22445 members 
Mstep: Class 4 contains 4717 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 14405 members 
Mstep: Class 7 contains 26767 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 35451 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 6491 members 
Mstep: Class 13 contains 29582 members 
Mstep: Class 14 contains 3613 members 
Mstep: Class 15 contains 132458 members 
Mstep: Class 16 contains 16254 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 13145 members 
Mstep: Class 20 contains 292419 members 
Mstep: Class 21 contains 13159 members 
Mstep: Class 22 contains 3107 members 
Mstep: Class 23 contains 76551 members 
Mstep: Class 24 contains 2546 members 
Mstep: Class 25 contains 3206 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 3232 members 
Mstep: Class 28 contains 3906 members 
Mstep: Class 29 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635916.000000 Penalty: 37222.273438
Iteration 122Q: 30 clusters Score -3.863592e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 22411 members 
Mstep: Class 4 contains 4695 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 14416 members 
Mstep: Class 7 contains 26765 members 
Mstep: Class 8 contains 4491 members 
Mstep: Class 9 contains 35433 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5190 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 29585 members 
Mstep: Class 14 contains 3613 members 
Mstep: Class 15 contains 132435 members 
Mstep: Class 16 contains 16251 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 19 contains 13139 members 
Mstep: Class 20 contains 292427 members 
Mstep: Class 21 contains 13148 members 
Mstep: Class 22 contains 3114 members 
Mstep: Class 23 contains 76544 members 
Mstep: Class 24 contains 2549 members 
Mstep: Class 25 contains 3205 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 3233 members 
Mstep: Class 28 contains 3903 members 
Mstep: Class 29 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635964.000000 Penalty: 37222.273438
Iteration 123Q: 30 clusters Score -3.863596e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 22378 members 
Mstep: Class 4 contains 4676 members 
Mstep: Class 5 contains 2212 members 
Mstep: Class 6 contains 14427 members 
Mstep: Class 7 contains 26766 members 
Mstep: Class 8 contains 4510 members 
Mstep: Class 9 contains 35428 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5258 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 29597 members 
Mstep: Class 14 contains 3614 members 
Mstep: Class 15 contains 132411 members 
Mstep: Class 16 contains 16252 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 4579 members 
Mstep: Class 19 contains 13139 members 
Mstep: Class 20 contains 292423 members 
Mstep: Class 21 contains 13136 members 
Mstep: Class 22 contains 3117 members 
Mstep: Class 23 contains 76542 members 
Mstep: Class 24 contains 2546 members 
Mstep: Class 25 contains 3206 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 3233 members 
Mstep: Class 28 contains 3902 members 
Mstep: Class 29 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636008.000000 Penalty: 37222.273438
Iteration 124Q: 30 clusters Score -3.863601e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4209 members 
Mstep: Class 3 contains 22348 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 14440 members 
Mstep: Class 7 contains 26759 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 35427 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 29607 members 
Mstep: Class 14 contains 3616 members 
Mstep: Class 15 contains 132381 members 
Mstep: Class 16 contains 16250 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 4584 members 
Mstep: Class 19 contains 13136 members 
Mstep: Class 20 contains 292437 members 
Mstep: Class 21 contains 13126 members 
Mstep: Class 22 contains 3120 members 
Mstep: Class 23 contains 76528 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 3205 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 3904 members 
Mstep: Class 29 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636068.000000 Penalty: 37222.273438
Iteration 125Q: 30 clusters Score -3.863607e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 22329 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 14451 members 
Mstep: Class 7 contains 26751 members 
Mstep: Class 8 contains 4528 members 
Mstep: Class 9 contains 35420 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 29621 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132360 members 
Mstep: Class 16 contains 16246 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 4587 members 
Mstep: Class 19 contains 13136 members 
Mstep: Class 20 contains 292440 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 3122 members 
Mstep: Class 23 contains 76519 members 
Mstep: Class 24 contains 2538 members 
Mstep: Class 25 contains 3204 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 3239 members 
Mstep: Class 28 contains 3903 members 
Mstep: Class 29 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636008.000000 Penalty: 37222.273438
Iteration 126Q: 30 clusters Score -3.863601e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4211 members 
Mstep: Class 3 contains 22319 members 
Mstep: Class 4 contains 4648 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 14457 members 
Mstep: Class 7 contains 26748 members 
Mstep: Class 8 contains 4533 members 
Mstep: Class 9 contains 35417 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 29636 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132340 members 
Mstep: Class 16 contains 16242 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 4591 members 
Mstep: Class 19 contains 13140 members 
Mstep: Class 20 contains 292438 members 
Mstep: Class 21 contains 13114 members 
Mstep: Class 22 contains 3121 members 
Mstep: Class 23 contains 76505 members 
Mstep: Class 24 contains 2532 members 
Mstep: Class 25 contains 3203 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 3243 members 
Mstep: Class 28 contains 3903 members 
Mstep: Class 29 contains 2755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636060.000000 Penalty: 37222.273438
Iteration 127Q: 30 clusters Score -3.863606e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 22301 members 
Mstep: Class 4 contains 4633 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 14470 members 
Mstep: Class 7 contains 26745 members 
Mstep: Class 8 contains 4541 members 
Mstep: Class 9 contains 35411 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5449 members 
Mstep: Class 12 contains 6528 members 
Mstep: Class 13 contains 29643 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132323 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 4596 members 
Mstep: Class 19 contains 13144 members 
Mstep: Class 20 contains 292440 members 
Mstep: Class 21 contains 13112 members 
Mstep: Class 22 contains 3122 members 
Mstep: Class 23 contains 76499 members 
Mstep: Class 24 contains 2523 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 3247 members 
Mstep: Class 28 contains 3905 members 
Mstep: Class 29 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636160.000000 Penalty: 37222.273438
Iteration 128Q: 30 clusters Score -3.863616e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 22283 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 2172 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26740 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 35406 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5482 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 13 contains 29648 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132292 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 13148 members 
Mstep: Class 20 contains 292458 members 
Mstep: Class 21 contains 13112 members 
Mstep: Class 22 contains 3121 members 
Mstep: Class 23 contains 76509 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2069 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 3907 members 
Mstep: Class 29 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636072.000000 Penalty: 37222.273438
Iteration 129Q: 30 clusters Score -3.863607e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 22272 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26735 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 35406 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5517 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 29650 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132272 members 
Mstep: Class 16 contains 16242 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 13145 members 
Mstep: Class 20 contains 292466 members 
Mstep: Class 21 contains 13112 members 
Mstep: Class 22 contains 3120 members 
Mstep: Class 23 contains 76523 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 3909 members 
Mstep: Class 29 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636076.000000 Penalty: 37222.273438
Iteration 130Q: 30 clusters Score -3.863608e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 22260 members 
Mstep: Class 4 contains 4582 members 
Mstep: Class 5 contains 2142 members 
Mstep: Class 6 contains 14488 members 
Mstep: Class 7 contains 26729 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 6547 members 
Mstep: Class 13 contains 29654 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132257 members 
Mstep: Class 16 contains 16245 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 13147 members 
Mstep: Class 20 contains 292478 members 
Mstep: Class 21 contains 13110 members 
Mstep: Class 22 contains 3120 members 
Mstep: Class 23 contains 76529 members 
Mstep: Class 24 contains 2518 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 3255 members 
Mstep: Class 28 contains 3910 members 
Mstep: Class 29 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636052.000000 Penalty: 37222.273438
Iteration 131Q: 30 clusters Score -3.863605e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 22246 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 2133 members 
Mstep: Class 6 contains 14487 members 
Mstep: Class 7 contains 26718 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 35403 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132251 members 
Mstep: Class 16 contains 16250 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 13149 members 
Mstep: Class 20 contains 292480 members 
Mstep: Class 21 contains 13106 members 
Mstep: Class 22 contains 3120 members 
Mstep: Class 23 contains 76547 members 
Mstep: Class 24 contains 2517 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 3911 members 
Mstep: Class 29 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636080.000000 Penalty: 37222.273438
Iteration 132Q: 30 clusters Score -3.863608e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 22234 members 
Mstep: Class 4 contains 4558 members 
Mstep: Class 5 contains 2120 members 
Mstep: Class 6 contains 14489 members 
Mstep: Class 7 contains 26712 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 35403 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 6565 members 
Mstep: Class 13 contains 29656 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132251 members 
Mstep: Class 16 contains 16255 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 13146 members 
Mstep: Class 20 contains 292493 members 
Mstep: Class 21 contains 13102 members 
Mstep: Class 22 contains 3120 members 
Mstep: Class 23 contains 76554 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 3911 members 
Mstep: Class 29 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636024.000000 Penalty: 37222.273438
Iteration 133Q: 30 clusters Score -3.863602e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 22224 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 14488 members 
Mstep: Class 7 contains 26709 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 35404 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 29655 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132249 members 
Mstep: Class 16 contains 16259 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 13144 members 
Mstep: Class 20 contains 292500 members 
Mstep: Class 21 contains 13098 members 
Mstep: Class 22 contains 3120 members 
Mstep: Class 23 contains 76570 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 3910 members 
Mstep: Class 29 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636052.000000 Penalty: 37222.273438
Iteration 134Q: 30 clusters Score -3.863605e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 22217 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 2095 members 
Mstep: Class 6 contains 14486 members 
Mstep: Class 7 contains 26702 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 35404 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 6580 members 
Mstep: Class 13 contains 29657 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132245 members 
Mstep: Class 16 contains 16259 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 13144 members 
Mstep: Class 20 contains 292500 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76581 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 3911 members 
Mstep: Class 29 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636088.000000 Penalty: 37222.273438
Iteration 135Q: 30 clusters Score -3.863609e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 22211 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 2086 members 
Mstep: Class 6 contains 14484 members 
Mstep: Class 7 contains 26698 members 
Mstep: Class 8 contains 4548 members 
Mstep: Class 9 contains 35404 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 6585 members 
Mstep: Class 13 contains 29657 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132242 members 
Mstep: Class 16 contains 16258 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 13147 members 
Mstep: Class 20 contains 292504 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 3118 members 
Mstep: Class 23 contains 76581 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 3911 members 
Mstep: Class 29 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636080.000000 Penalty: 37222.273438
Iteration 136Q: 30 clusters Score -3.863608e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 22210 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26695 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 35403 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5677 members 
Mstep: Class 12 contains 6587 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132233 members 
Mstep: Class 16 contains 16256 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 13148 members 
Mstep: Class 20 contains 292505 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76584 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 3914 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636064.000000 Penalty: 37222.273438
Iteration 137Q: 30 clusters Score -3.863606e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 22205 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 2067 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26693 members 
Mstep: Class 8 contains 4548 members 
Mstep: Class 9 contains 35403 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 6590 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132221 members 
Mstep: Class 16 contains 16254 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 13154 members 
Mstep: Class 20 contains 292507 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76593 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636028.000000 Penalty: 37222.273438
Iteration 138Q: 30 clusters Score -3.863603e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 22200 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26693 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 9 contains 35403 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5693 members 
Mstep: Class 12 contains 6598 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132213 members 
Mstep: Class 16 contains 16254 members 
Mstep: Class 17 contains 2247 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 13157 members 
Mstep: Class 20 contains 292512 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76600 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635988.000000 Penalty: 37222.273438
Iteration 139Q: 30 clusters Score -3.863599e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 22194 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 35403 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 6604 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132203 members 
Mstep: Class 16 contains 16255 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 13160 members 
Mstep: Class 20 contains 292518 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76605 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 3918 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636048.000000 Penalty: 37222.273438
Iteration 140F: 30 clusters Score -3.863605e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 22182 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 14479 members 
Mstep: Class 7 contains 26685 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 35402 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5700 members 
Mstep: Class 12 contains 6613 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132191 members 
Mstep: Class 16 contains 16256 members 
Mstep: Class 17 contains 2253 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 292527 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76611 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 3261 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636024.000000 Penalty: 37222.273438
Iteration 141Q: 30 clusters Score -3.863602e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 22174 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26686 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 35401 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5704 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132181 members 
Mstep: Class 16 contains 16254 members 
Mstep: Class 17 contains 2257 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 13173 members 
Mstep: Class 20 contains 292538 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76616 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 3262 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636004.000000 Penalty: 37222.273438
Iteration 142Q: 30 clusters Score -3.8636e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 22170 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26682 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 35402 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132169 members 
Mstep: Class 16 contains 16254 members 
Mstep: Class 17 contains 2262 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13174 members 
Mstep: Class 20 contains 292550 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76620 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636044.000000 Penalty: 37222.273438
Iteration 143Q: 30 clusters Score -3.863604e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 22160 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26679 members 
Mstep: Class 8 contains 4552 members 
Mstep: Class 9 contains 35403 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132153 members 
Mstep: Class 16 contains 16256 members 
Mstep: Class 17 contains 2263 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13174 members 
Mstep: Class 20 contains 292565 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76629 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 3918 members 
Mstep: Class 29 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636060.000000 Penalty: 37222.273438
Iteration 144Q: 30 clusters Score -3.863606e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 22158 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26680 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 35404 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5707 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132148 members 
Mstep: Class 16 contains 16255 members 
Mstep: Class 17 contains 2263 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13177 members 
Mstep: Class 20 contains 292573 members 
Mstep: Class 21 contains 13093 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76630 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 3919 members 
Mstep: Class 29 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636068.000000 Penalty: 37222.273438
Iteration 145Q: 30 clusters Score -3.863607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 22155 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2002 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26681 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 35404 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132144 members 
Mstep: Class 16 contains 16256 members 
Mstep: Class 17 contains 2265 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13181 members 
Mstep: Class 20 contains 292577 members 
Mstep: Class 21 contains 13091 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76633 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 3919 members 
Mstep: Class 29 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636072.000000 Penalty: 37222.273438
Iteration 146Q: 30 clusters Score -3.863607e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 22151 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1996 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26681 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 6636 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132138 members 
Mstep: Class 16 contains 16259 members 
Mstep: Class 17 contains 2266 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13183 members 
Mstep: Class 20 contains 292579 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76637 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 3918 members 
Mstep: Class 29 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636060.000000 Penalty: 37222.273438
Iteration 147Q: 30 clusters Score -3.863606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 22149 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26682 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132127 members 
Mstep: Class 16 contains 16260 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13183 members 
Mstep: Class 20 contains 292582 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76640 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 3920 members 
Mstep: Class 29 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636084.000000 Penalty: 37222.273438
Iteration 148Q: 30 clusters Score -3.863608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 22145 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26681 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 6643 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132116 members 
Mstep: Class 16 contains 16262 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13182 members 
Mstep: Class 20 contains 292590 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76642 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636092.000000 Penalty: 37222.273438
Iteration 149Q: 30 clusters Score -3.863609e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 22145 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26679 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35404 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132105 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13185 members 
Mstep: Class 20 contains 292598 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76643 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636084.000000 Penalty: 37222.273438
Iteration 150Q: 30 clusters Score -3.863608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 22143 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26679 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132100 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13187 members 
Mstep: Class 20 contains 292599 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76644 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636100.000000 Penalty: 37222.273438
Iteration 151Q: 30 clusters Score -3.86361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 22140 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26679 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132100 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13186 members 
Mstep: Class 20 contains 292601 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76643 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636076.000000 Penalty: 37222.273438
Iteration 152Q: 30 clusters Score -3.863608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 22140 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26678 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132097 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13187 members 
Mstep: Class 20 contains 292603 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76645 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636096.000000 Penalty: 37222.273438
Iteration 153Q: 30 clusters Score -3.86361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 22140 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26676 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132096 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13188 members 
Mstep: Class 20 contains 292607 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76643 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636072.000000 Penalty: 37222.273438
Iteration 154Q: 30 clusters Score -3.863607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 22139 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26673 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35405 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 6655 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132094 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13188 members 
Mstep: Class 20 contains 292611 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76642 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636076.000000 Penalty: 37222.273438
Iteration 155Q: 30 clusters Score -3.863608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26671 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35404 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 6656 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132093 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13189 members 
Mstep: Class 20 contains 292612 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76643 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636056.000000 Penalty: 37222.273438
Iteration 156Q: 30 clusters Score -3.863606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 22135 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26670 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35402 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132093 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13191 members 
Mstep: Class 20 contains 292614 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76643 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636048.000000 Penalty: 37222.273438
Iteration 157Q: 30 clusters Score -3.863605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 22132 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26670 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35401 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 6660 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132091 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13192 members 
Mstep: Class 20 contains 292617 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76642 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3203 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636076.000000 Penalty: 37222.273438
Iteration 158Q: 30 clusters Score -3.863608e+07 nChanged 9
Entering ConstructFrom: 
Score: -38636076.000000 Penalty: 37222.273438
Entering ConstructFrom: 
Trying to split cluster 1 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -275095.750000 Penalty: 811.014587
	Iteration 0F: 2 clusters Score -275095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -271468.125000 Penalty: 1622.029175
	Iteration 0F: 3 clusters Score -271468.1 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -272734.781250 Penalty: 1622.029175
	Iteration 1F: 3 clusters Score -272734.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -272958.875000 Penalty: 1622.029175
	Iteration 2F: 3 clusters Score -272958.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -273201.093750 Penalty: 1622.029175
	Iteration 3F: 3 clusters Score -273201.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -273492.281250 Penalty: 1622.029175
	Iteration 4F: 3 clusters Score -273492.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -273785.468750 Penalty: 1622.029175
	Iteration 5F: 3 clusters Score -273785.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -274031.906250 Penalty: 1622.029175
	Iteration 6F: 3 clusters Score -274031.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -274207.500000 Penalty: 1622.029175
	Iteration 7Q: 3 clusters Score -274207.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -274281.031250 Penalty: 1622.029175
	Iteration 8Q: 3 clusters Score -274281 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -274323.562500 Penalty: 1622.029175
	Iteration 9Q: 3 clusters Score -274323.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -274343.000000 Penalty: 1622.029175
	Iteration 10Q: 3 clusters Score -274343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -274354.687500 Penalty: 1622.029175
	Iteration 11Q: 3 clusters Score -274354.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -274363.281250 Penalty: 1622.029175
	Iteration 12Q: 3 clusters Score -274363.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -274368.062500 Penalty: 1622.029175
	Iteration 13Q: 3 clusters Score -274368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -274370.750000 Penalty: 1622.029175
	Iteration 14Q: 3 clusters Score -274370.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -274374.187500 Penalty: 1622.029175
	Iteration 15Q: 3 clusters Score -274374.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -274376.406250 Penalty: 1622.029175
	Iteration 16Q: 3 clusters Score -274376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -274378.375000 Penalty: 1622.029175
	Iteration 17Q: 3 clusters Score -274378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -274380.656250 Penalty: 1622.029175
	Iteration 18Q: 3 clusters Score -274380.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -274383.125000 Penalty: 1622.029175
	Iteration 19Q: 3 clusters Score -274383.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -274386.562500 Penalty: 1622.029175
	Iteration 20F: 3 clusters Score -274386.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -274390.687500 Penalty: 1622.029175
	Iteration 21Q: 3 clusters Score -274390.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -274392.343750 Penalty: 1622.029175
	Iteration 22Q: 3 clusters Score -274392.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -274394.156250 Penalty: 1622.029175
	Iteration 23Q: 3 clusters Score -274394.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -274395.781250 Penalty: 1622.029175
	Iteration 24Q: 3 clusters Score -274395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -274399.218750 Penalty: 1622.029175
	Iteration 25Q: 3 clusters Score -274399.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -274402.562500 Penalty: 1622.029175
	Iteration 26Q: 3 clusters Score -274402.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -274404.406250 Penalty: 1622.029175
	Iteration 27Q: 3 clusters Score -274404.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -274405.843750 Penalty: 1622.029175
	Iteration 28Q: 3 clusters Score -274405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -274406.906250 Penalty: 1622.029175
	Iteration 29Q: 3 clusters Score -274406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -274406.937500 Penalty: 1622.029175
	Iteration 30Q: 3 clusters Score -274406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -274407.843750 Penalty: 1622.029175
	Iteration 31Q: 3 clusters Score -274407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -274407.718750 Penalty: 1622.029175
	Iteration 32Q: 3 clusters Score -274407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -274408.281250 Penalty: 1622.029175
	Iteration 33Q: 3 clusters Score -274408.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -274408.656250 Penalty: 1622.029175
	Iteration 34Q: 3 clusters Score -274408.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -274409.625000 Penalty: 1622.029175
	Iteration 35Q: 3 clusters Score -274409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -274409.593750 Penalty: 1622.029175
	Iteration 36Q: 3 clusters Score -274409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -274409.656250 Penalty: 1622.029175
	Iteration 37Q: 3 clusters Score -274409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -274409.875000 Penalty: 1622.029175
	Iteration 38Q: 3 clusters Score -274409.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -274409.875000 Penalty: 1622.029175
	Iteration 39F: 3 clusters Score -274409.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -200473.125000 Penalty: 792.998535
	Iteration 0F: 2 clusters Score -200473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -197380.734375 Penalty: 1585.997070
	Iteration 0F: 3 clusters Score -197380.7 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -198390.718750 Penalty: 1585.997070
	Iteration 1F: 3 clusters Score -198390.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -198540.000000 Penalty: 1585.997070
	Iteration 2F: 3 clusters Score -198540 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -198659.218750 Penalty: 1585.997070
	Iteration 3F: 3 clusters Score -198659.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -198761.546875 Penalty: 1585.997070
	Iteration 4Q: 3 clusters Score -198761.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -198889.531250 Penalty: 1585.997070
	Iteration 5Q: 3 clusters Score -198889.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -199034.593750 Penalty: 1585.997070
	Iteration 6Q: 3 clusters Score -199034.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -199177.484375 Penalty: 1585.997070
	Iteration 7Q: 3 clusters Score -199177.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -199315.640625 Penalty: 1585.997070
	Iteration 8Q: 3 clusters Score -199315.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -199423.093750 Penalty: 1585.997070
	Iteration 9Q: 3 clusters Score -199423.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -199530.312500 Penalty: 1585.997070
	Iteration 10Q: 3 clusters Score -199530.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -199624.062500 Penalty: 1585.997070
	Iteration 11Q: 3 clusters Score -199624.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -199707.625000 Penalty: 1585.997070
	Iteration 12Q: 3 clusters Score -199707.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -199775.875000 Penalty: 1585.997070
	Iteration 13Q: 3 clusters Score -199775.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -199824.765625 Penalty: 1585.997070
	Iteration 14Q: 3 clusters Score -199824.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -199871.625000 Penalty: 1585.997070
	Iteration 15Q: 3 clusters Score -199871.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -199942.250000 Penalty: 1585.997070
	Iteration 16Q: 3 clusters Score -199942.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -199991.343750 Penalty: 1585.997070
	Iteration 17Q: 3 clusters Score -199991.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -200042.921875 Penalty: 1585.997070
	Iteration 18Q: 3 clusters Score -200042.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -200068.734375 Penalty: 1585.997070
	Iteration 19Q: 3 clusters Score -200068.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -200080.015625 Penalty: 1585.997070
	Iteration 20F: 3 clusters Score -200080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -200082.515625 Penalty: 1585.997070
	Iteration 21Q: 3 clusters Score -200082.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -200084.765625 Penalty: 1585.997070
	Iteration 22Q: 3 clusters Score -200084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -200086.546875 Penalty: 1585.997070
	Iteration 23Q: 3 clusters Score -200086.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -200087.812500 Penalty: 1585.997070
	Iteration 24Q: 3 clusters Score -200087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -200088.703125 Penalty: 1585.997070
	Iteration 25Q: 3 clusters Score -200088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -200089.171875 Penalty: 1585.997070
	Iteration 26Q: 3 clusters Score -200089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -200089.281250 Penalty: 1585.997070
	Iteration 27Q: 3 clusters Score -200089.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -200089.812500 Penalty: 1585.997070
	Iteration 28Q: 3 clusters Score -200089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -200089.812500 Penalty: 1585.997070
	Iteration 29F: 3 clusters Score -200089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Entering Unmasked Estep 
Score: -1096958.625000 Penalty: 950.454102
	Iteration 0F: 2 clusters Score -1096959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1082072.125000 Penalty: 1900.908203
	Iteration 0F: 3 clusters Score -1082072 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1087929.750000 Penalty: 1900.908203
	Iteration 1F: 3 clusters Score -1087930 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1088169.000000 Penalty: 1900.908203
	Iteration 2Q: 3 clusters Score -1088169 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1088412.250000 Penalty: 1900.908203
	Iteration 3Q: 3 clusters Score -1088412 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1088698.375000 Penalty: 1900.908203
	Iteration 4Q: 3 clusters Score -1088698 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1089090.500000 Penalty: 1900.908203
	Iteration 5Q: 3 clusters Score -1089090 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1089649.250000 Penalty: 1900.908203
	Iteration 6Q: 3 clusters Score -1089649 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1090449.000000 Penalty: 1900.908203
	Iteration 7F: 3 clusters Score -1090449 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1091314.125000 Penalty: 1900.908203
	Iteration 8F: 3 clusters Score -1091314 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1092055.500000 Penalty: 1900.908203
	Iteration 9F: 3 clusters Score -1092056 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1092460.000000 Penalty: 1900.908203
	Iteration 10Q: 3 clusters Score -1092460 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1092596.250000 Penalty: 1900.908203
	Iteration 11Q: 3 clusters Score -1092596 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1092642.125000 Penalty: 1900.908203
	Iteration 12Q: 3 clusters Score -1092642 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1092662.375000 Penalty: 1900.908203
	Iteration 13Q: 3 clusters Score -1092662 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1092678.500000 Penalty: 1900.908203
	Iteration 14Q: 3 clusters Score -1092678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1092698.375000 Penalty: 1900.908203
	Iteration 15Q: 3 clusters Score -1092698 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1092706.750000 Penalty: 1900.908203
	Iteration 16Q: 3 clusters Score -1092707 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1092713.000000 Penalty: 1900.908203
	Iteration 17Q: 3 clusters Score -1092713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1092725.375000 Penalty: 1900.908203
	Iteration 18Q: 3 clusters Score -1092725 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1092736.250000 Penalty: 1900.908203
	Iteration 19Q: 3 clusters Score -1092736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1092738.125000 Penalty: 1900.908203
	Iteration 20F: 3 clusters Score -1092738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1092746.750000 Penalty: 1900.908203
	Iteration 21Q: 3 clusters Score -1092747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1092750.250000 Penalty: 1900.908203
	Iteration 22Q: 3 clusters Score -1092750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1092759.000000 Penalty: 1900.908203
	Iteration 23Q: 3 clusters Score -1092759 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1092761.125000 Penalty: 1900.908203
	Iteration 24Q: 3 clusters Score -1092761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1092766.375000 Penalty: 1900.908203
	Iteration 25Q: 3 clusters Score -1092766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1092771.750000 Penalty: 1900.908203
	Iteration 26Q: 3 clusters Score -1092772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1092778.500000 Penalty: 1900.908203
	Iteration 27Q: 3 clusters Score -1092778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1092783.625000 Penalty: 1900.908203
	Iteration 28Q: 3 clusters Score -1092784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1092783.375000 Penalty: 1900.908203
	Iteration 29Q: 3 clusters Score -1092783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1092788.125000 Penalty: 1900.908203
	Iteration 30Q: 3 clusters Score -1092788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1092793.000000 Penalty: 1900.908203
	Iteration 31Q: 3 clusters Score -1092793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1092799.750000 Penalty: 1900.908203
	Iteration 32Q: 3 clusters Score -1092800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1092807.625000 Penalty: 1900.908203
	Iteration 33Q: 3 clusters Score -1092808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1092814.875000 Penalty: 1900.908203
	Iteration 34Q: 3 clusters Score -1092815 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1092827.000000 Penalty: 1900.908203
	Iteration 35Q: 3 clusters Score -1092827 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1092846.875000 Penalty: 1900.908203
	Iteration 36Q: 3 clusters Score -1092847 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1092868.250000 Penalty: 1900.908203
	Iteration 37Q: 3 clusters Score -1092868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1092893.125000 Penalty: 1900.908203
	Iteration 38Q: 3 clusters Score -1092893 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1092923.750000 Penalty: 1900.908203
	Iteration 39Q: 3 clusters Score -1092924 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1092956.375000 Penalty: 1900.908203
	Iteration 40F: 3 clusters Score -1092956 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1092993.250000 Penalty: 1900.908203
	Iteration 41Q: 3 clusters Score -1092993 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1093022.500000 Penalty: 1900.908203
	Iteration 42Q: 3 clusters Score -1093022 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1093064.375000 Penalty: 1900.908203
	Iteration 43Q: 3 clusters Score -1093064 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1093116.625000 Penalty: 1900.908203
	Iteration 44Q: 3 clusters Score -1093117 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1093167.250000 Penalty: 1900.908203
	Iteration 45Q: 3 clusters Score -1093167 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1093234.500000 Penalty: 1900.908203
	Iteration 46Q: 3 clusters Score -1093234 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1093302.625000 Penalty: 1900.908203
	Iteration 47Q: 3 clusters Score -1093303 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1093372.750000 Penalty: 1900.908203
	Iteration 48Q: 3 clusters Score -1093373 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1093445.000000 Penalty: 1900.908203
	Iteration 49Q: 3 clusters Score -1093445 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1093530.625000 Penalty: 1900.908203
	Iteration 50Q: 3 clusters Score -1093531 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1093601.750000 Penalty: 1900.908203
	Iteration 51Q: 3 clusters Score -1093602 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1093671.000000 Penalty: 1900.908203
	Iteration 52Q: 3 clusters Score -1093671 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1093727.375000 Penalty: 1900.908203
	Iteration 53Q: 3 clusters Score -1093727 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1093780.500000 Penalty: 1900.908203
	Iteration 54Q: 3 clusters Score -1093780 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1093835.375000 Penalty: 1900.908203
	Iteration 55Q: 3 clusters Score -1093835 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1093896.250000 Penalty: 1900.908203
	Iteration 56Q: 3 clusters Score -1093896 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1093946.750000 Penalty: 1900.908203
	Iteration 57Q: 3 clusters Score -1093947 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1093999.250000 Penalty: 1900.908203
	Iteration 58Q: 3 clusters Score -1093999 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1094054.750000 Penalty: 1900.908203
	Iteration 59Q: 3 clusters Score -1094055 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1094104.875000 Penalty: 1900.908203
	Iteration 60F: 3 clusters Score -1094105 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1094158.625000 Penalty: 1900.908203
	Iteration 61Q: 3 clusters Score -1094159 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1094203.750000 Penalty: 1900.908203
	Iteration 62Q: 3 clusters Score -1094204 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1094254.000000 Penalty: 1900.908203
	Iteration 63Q: 3 clusters Score -1094254 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1094310.875000 Penalty: 1900.908203
	Iteration 64Q: 3 clusters Score -1094311 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1094369.500000 Penalty: 1900.908203
	Iteration 65Q: 3 clusters Score -1094370 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1094425.000000 Penalty: 1900.908203
	Iteration 66Q: 3 clusters Score -1094425 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1094478.500000 Penalty: 1900.908203
	Iteration 67Q: 3 clusters Score -1094478 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1094528.500000 Penalty: 1900.908203
	Iteration 68Q: 3 clusters Score -1094528 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1094575.125000 Penalty: 1900.908203
	Iteration 69Q: 3 clusters Score -1094575 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1094614.625000 Penalty: 1900.908203
	Iteration 70Q: 3 clusters Score -1094615 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1094648.375000 Penalty: 1900.908203
	Iteration 71Q: 3 clusters Score -1094648 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1094697.375000 Penalty: 1900.908203
	Iteration 72Q: 3 clusters Score -1094697 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1094741.625000 Penalty: 1900.908203
	Iteration 73Q: 3 clusters Score -1094742 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1094798.250000 Penalty: 1900.908203
	Iteration 74Q: 3 clusters Score -1094798 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1094870.875000 Penalty: 1900.908203
	Iteration 75Q: 3 clusters Score -1094871 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1094945.625000 Penalty: 1900.908203
	Iteration 76Q: 3 clusters Score -1094946 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1095028.875000 Penalty: 1900.908203
	Iteration 77Q: 3 clusters Score -1095029 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1095136.125000 Penalty: 1900.908203
	Iteration 78Q: 3 clusters Score -1095136 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1095236.625000 Penalty: 1900.908203
	Iteration 79Q: 3 clusters Score -1095237 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1095358.625000 Penalty: 1900.908203
	Iteration 80F: 3 clusters Score -1095359 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1095479.375000 Penalty: 1900.908203
	Iteration 81Q: 3 clusters Score -1095479 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1095583.625000 Penalty: 1900.908203
	Iteration 82Q: 3 clusters Score -1095584 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1095685.375000 Penalty: 1900.908203
	Iteration 83Q: 3 clusters Score -1095685 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1095770.375000 Penalty: 1900.908203
	Iteration 84Q: 3 clusters Score -1095770 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1095842.250000 Penalty: 1900.908203
	Iteration 85Q: 3 clusters Score -1095842 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1095904.750000 Penalty: 1900.908203
	Iteration 86Q: 3 clusters Score -1095905 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1095957.125000 Penalty: 1900.908203
	Iteration 87Q: 3 clusters Score -1095957 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1095996.250000 Penalty: 1900.908203
	Iteration 88Q: 3 clusters Score -1095996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1096020.625000 Penalty: 1900.908203
	Iteration 89Q: 3 clusters Score -1096021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1096041.875000 Penalty: 1900.908203
	Iteration 90Q: 3 clusters Score -1096042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1096057.750000 Penalty: 1900.908203
	Iteration 91Q: 3 clusters Score -1096058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1096077.625000 Penalty: 1900.908203
	Iteration 92Q: 3 clusters Score -1096078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1096091.500000 Penalty: 1900.908203
	Iteration 93Q: 3 clusters Score -1096092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1096104.875000 Penalty: 1900.908203
	Iteration 94Q: 3 clusters Score -1096105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1096112.500000 Penalty: 1900.908203
	Iteration 95Q: 3 clusters Score -1096112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1096116.500000 Penalty: 1900.908203
	Iteration 96Q: 3 clusters Score -1096116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1096122.500000 Penalty: 1900.908203
	Iteration 97Q: 3 clusters Score -1096122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1096131.500000 Penalty: 1900.908203
	Iteration 98Q: 3 clusters Score -1096132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1096146.000000 Penalty: 1900.908203
	Iteration 99Q: 3 clusters Score -1096146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1096161.125000 Penalty: 1900.908203
	Iteration 100F: 3 clusters Score -1096161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1096169.375000 Penalty: 1900.908203
	Iteration 101Q: 3 clusters Score -1096169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1096175.750000 Penalty: 1900.908203
	Iteration 102Q: 3 clusters Score -1096176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1096177.375000 Penalty: 1900.908203
	Iteration 103Q: 3 clusters Score -1096177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1096176.875000 Penalty: 1900.908203
	Iteration 104Q: 3 clusters Score -1096177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1096176.875000 Penalty: 1900.908203
	Iteration 105F: 3 clusters Score -1096177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -242891.937500 Penalty: 798.658508
	Iteration 0F: 2 clusters Score -242891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -239634.734375 Penalty: 1597.317017
	Iteration 0F: 3 clusters Score -239634.7 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -240642.484375 Penalty: 1597.317017
	Iteration 1F: 3 clusters Score -240642.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -240879.546875 Penalty: 1597.317017
	Iteration 2F: 3 clusters Score -240879.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -241143.500000 Penalty: 1597.317017
	Iteration 3F: 3 clusters Score -241143.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -241429.281250 Penalty: 1597.317017
	Iteration 4F: 3 clusters Score -241429.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -241710.781250 Penalty: 1597.317017
	Iteration 5F: 3 clusters Score -241710.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241907.843750 Penalty: 1597.317017
	Iteration 6F: 3 clusters Score -241907.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -242028.343750 Penalty: 1597.317017
	Iteration 7Q: 3 clusters Score -242028.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -242095.968750 Penalty: 1597.317017
	Iteration 8Q: 3 clusters Score -242096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -242138.421875 Penalty: 1597.317017
	Iteration 9Q: 3 clusters Score -242138.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -242165.718750 Penalty: 1597.317017
	Iteration 10Q: 3 clusters Score -242165.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -242191.687500 Penalty: 1597.317017
	Iteration 11Q: 3 clusters Score -242191.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -242226.203125 Penalty: 1597.317017
	Iteration 12Q: 3 clusters Score -242226.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -242252.406250 Penalty: 1597.317017
	Iteration 13Q: 3 clusters Score -242252.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -242265.812500 Penalty: 1597.317017
	Iteration 14Q: 3 clusters Score -242265.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -242278.390625 Penalty: 1597.317017
	Iteration 15Q: 3 clusters Score -242278.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -242287.484375 Penalty: 1597.317017
	Iteration 16Q: 3 clusters Score -242287.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -242291.859375 Penalty: 1597.317017
	Iteration 17Q: 3 clusters Score -242291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -242294.031250 Penalty: 1597.317017
	Iteration 18Q: 3 clusters Score -242294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -242296.828125 Penalty: 1597.317017
	Iteration 19Q: 3 clusters Score -242296.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -242299.859375 Penalty: 1597.317017
	Iteration 20F: 3 clusters Score -242299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -242303.671875 Penalty: 1597.317017
	Iteration 21Q: 3 clusters Score -242303.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -242307.234375 Penalty: 1597.317017
	Iteration 22Q: 3 clusters Score -242307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -242312.156250 Penalty: 1597.317017
	Iteration 23Q: 3 clusters Score -242312.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -242318.796875 Penalty: 1597.317017
	Iteration 24Q: 3 clusters Score -242318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -242323.953125 Penalty: 1597.317017
	Iteration 25Q: 3 clusters Score -242324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -242329.359375 Penalty: 1597.317017
	Iteration 26Q: 3 clusters Score -242329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -242333.250000 Penalty: 1597.317017
	Iteration 27Q: 3 clusters Score -242333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -242335.609375 Penalty: 1597.317017
	Iteration 28Q: 3 clusters Score -242335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -242337.125000 Penalty: 1597.317017
	Iteration 29Q: 3 clusters Score -242337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -242337.843750 Penalty: 1597.317017
	Iteration 30Q: 3 clusters Score -242337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -242338.687500 Penalty: 1597.317017
	Iteration 31Q: 3 clusters Score -242338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -242338.687500 Penalty: 1597.317017
	Iteration 32F: 3 clusters Score -242338.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -107308.640625 Penalty: 721.034912
	Iteration 0F: 2 clusters Score -107308.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -105630.164062 Penalty: 1442.069824
	Iteration 0F: 3 clusters Score -105630.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -106053.304688 Penalty: 1442.069824
	Iteration 1F: 3 clusters Score -106053.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -106149.226562 Penalty: 1442.069824
	Iteration 2F: 3 clusters Score -106149.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -106212.156250 Penalty: 1442.069824
	Iteration 3Q: 3 clusters Score -106212.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -106259.500000 Penalty: 1442.069824
	Iteration 4Q: 3 clusters Score -106259.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -106283.242188 Penalty: 1442.069824
	Iteration 5Q: 3 clusters Score -106283.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -106300.156250 Penalty: 1442.069824
	Iteration 6Q: 3 clusters Score -106300.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -106313.906250 Penalty: 1442.069824
	Iteration 7Q: 3 clusters Score -106313.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -106329.281250 Penalty: 1442.069824
	Iteration 8Q: 3 clusters Score -106329.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -106339.359375 Penalty: 1442.069824
	Iteration 9Q: 3 clusters Score -106339.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -106348.257812 Penalty: 1442.069824
	Iteration 10Q: 3 clusters Score -106348.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -106362.171875 Penalty: 1442.069824
	Iteration 11Q: 3 clusters Score -106362.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -106377.976562 Penalty: 1442.069824
	Iteration 12Q: 3 clusters Score -106378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106390.390625 Penalty: 1442.069824
	Iteration 13Q: 3 clusters Score -106390.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -106395.281250 Penalty: 1442.069824
	Iteration 14Q: 3 clusters Score -106395.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -106400.382812 Penalty: 1442.069824
	Iteration 15Q: 3 clusters Score -106400.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -106408.265625 Penalty: 1442.069824
	Iteration 16Q: 3 clusters Score -106408.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -106423.109375 Penalty: 1442.069824
	Iteration 17Q: 3 clusters Score -106423.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -106441.296875 Penalty: 1442.069824
	Iteration 18Q: 3 clusters Score -106441.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -106456.953125 Penalty: 1442.069824
	Iteration 19Q: 3 clusters Score -106457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -106471.812500 Penalty: 1442.069824
	Iteration 20F: 3 clusters Score -106471.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -106490.242188 Penalty: 1442.069824
	Iteration 21Q: 3 clusters Score -106490.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -106504.039062 Penalty: 1442.069824
	Iteration 22Q: 3 clusters Score -106504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -106518.585938 Penalty: 1442.069824
	Iteration 23Q: 3 clusters Score -106518.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -106535.460938 Penalty: 1442.069824
	Iteration 24Q: 3 clusters Score -106535.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -106553.601562 Penalty: 1442.069824
	Iteration 25Q: 3 clusters Score -106553.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -106567.101562 Penalty: 1442.069824
	Iteration 26Q: 3 clusters Score -106567.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -106576.812500 Penalty: 1442.069824
	Iteration 27Q: 3 clusters Score -106576.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -106586.984375 Penalty: 1442.069824
	Iteration 28Q: 3 clusters Score -106587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -106597.562500 Penalty: 1442.069824
	Iteration 29Q: 3 clusters Score -106597.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -106615.273438 Penalty: 1442.069824
	Iteration 30Q: 3 clusters Score -106615.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -106635.257812 Penalty: 1442.069824
	Iteration 31Q: 3 clusters Score -106635.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106649.992188 Penalty: 1442.069824
	Iteration 32Q: 3 clusters Score -106650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -106657.523438 Penalty: 1442.069824
	Iteration 33Q: 3 clusters Score -106657.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -106661.523438 Penalty: 1442.069824
	Iteration 34Q: 3 clusters Score -106661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106667.867188 Penalty: 1442.069824
	Iteration 35Q: 3 clusters Score -106667.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -106673.132812 Penalty: 1442.069824
	Iteration 36Q: 3 clusters Score -106673.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -106678.062500 Penalty: 1442.069824
	Iteration 37Q: 3 clusters Score -106678.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106682.882812 Penalty: 1442.069824
	Iteration 38Q: 3 clusters Score -106682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -106685.765625 Penalty: 1442.069824
	Iteration 39Q: 3 clusters Score -106685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106689.617188 Penalty: 1442.069824
	Iteration 40F: 3 clusters Score -106689.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -106694.062500 Penalty: 1442.069824
	Iteration 41Q: 3 clusters Score -106694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106696.218750 Penalty: 1442.069824
	Iteration 42Q: 3 clusters Score -106696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -106696.687500 Penalty: 1442.069824
	Iteration 43Q: 3 clusters Score -106696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -106696.687500 Penalty: 1442.069824
	Iteration 44F: 3 clusters Score -106696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Entering Unmasked Estep 
Score: -831426.750000 Penalty: 910.136597
	Iteration 0F: 2 clusters Score -831426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -821734.000000 Penalty: 1820.273193
	Iteration 0F: 3 clusters Score -821734 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -825328.312500 Penalty: 1820.273193
	Iteration 1F: 3 clusters Score -825328.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -825612.750000 Penalty: 1820.273193
	Iteration 2F: 3 clusters Score -825612.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -825915.500000 Penalty: 1820.273193
	Iteration 3F: 3 clusters Score -825915.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -826209.500000 Penalty: 1820.273193
	Iteration 4Q: 3 clusters Score -826209.5 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -826577.750000 Penalty: 1820.273193
	Iteration 5F: 3 clusters Score -826577.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -827020.500000 Penalty: 1820.273193
	Iteration 6F: 3 clusters Score -827020.5 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -827522.000000 Penalty: 1820.273193
	Iteration 7F: 3 clusters Score -827522 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -828048.937500 Penalty: 1820.273193
	Iteration 8F: 3 clusters Score -828048.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -828553.937500 Penalty: 1820.273193
	Iteration 9Q: 3 clusters Score -828553.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -828942.125000 Penalty: 1820.273193
	Iteration 10Q: 3 clusters Score -828942.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -829301.375000 Penalty: 1820.273193
	Iteration 11Q: 3 clusters Score -829301.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -829616.937500 Penalty: 1820.273193
	Iteration 12Q: 3 clusters Score -829616.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -829869.750000 Penalty: 1820.273193
	Iteration 13Q: 3 clusters Score -829869.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -830050.062500 Penalty: 1820.273193
	Iteration 14Q: 3 clusters Score -830050.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -830213.812500 Penalty: 1820.273193
	Iteration 15Q: 3 clusters Score -830213.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -830336.187500 Penalty: 1820.273193
	Iteration 16Q: 3 clusters Score -830336.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -830440.812500 Penalty: 1820.273193
	Iteration 17Q: 3 clusters Score -830440.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -830514.937500 Penalty: 1820.273193
	Iteration 18Q: 3 clusters Score -830514.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -830552.812500 Penalty: 1820.273193
	Iteration 19Q: 3 clusters Score -830552.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -830577.750000 Penalty: 1820.273193
	Iteration 20F: 3 clusters Score -830577.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -830604.750000 Penalty: 1820.273193
	Iteration 21Q: 3 clusters Score -830604.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -830618.500000 Penalty: 1820.273193
	Iteration 22Q: 3 clusters Score -830618.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -830631.812500 Penalty: 1820.273193
	Iteration 23Q: 3 clusters Score -830631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -830635.937500 Penalty: 1820.273193
	Iteration 24Q: 3 clusters Score -830635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -830642.250000 Penalty: 1820.273193
	Iteration 25Q: 3 clusters Score -830642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -830643.187500 Penalty: 1820.273193
	Iteration 26Q: 3 clusters Score -830643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -830645.875000 Penalty: 1820.273193
	Iteration 27Q: 3 clusters Score -830645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -830648.000000 Penalty: 1820.273193
	Iteration 28Q: 3 clusters Score -830648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -830650.000000 Penalty: 1820.273193
	Iteration 29Q: 3 clusters Score -830650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -830654.000000 Penalty: 1820.273193
	Iteration 30Q: 3 clusters Score -830654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -830655.687500 Penalty: 1820.273193
	Iteration 31Q: 3 clusters Score -830655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -830655.437500 Penalty: 1820.273193
	Iteration 32Q: 3 clusters Score -830655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -830655.437500 Penalty: 1820.273193
	Iteration 33F: 3 clusters Score -830655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Entering Unmasked Estep 
Score: -1429284.125000 Penalty: 968.172974
	Iteration 0F: 2 clusters Score -1429284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1411386.500000 Penalty: 1936.345947
	Iteration 0F: 3 clusters Score -1411386 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1418869.375000 Penalty: 1936.345947
	Iteration 1F: 3 clusters Score -1418869 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1419450.125000 Penalty: 1936.345947
	Iteration 2Q: 3 clusters Score -1419450 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1420132.875000 Penalty: 1936.345947
	Iteration 3F: 3 clusters Score -1420133 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1420893.875000 Penalty: 1936.345947
	Iteration 4F: 3 clusters Score -1420894 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1421685.875000 Penalty: 1936.345947
	Iteration 5F: 3 clusters Score -1421686 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1422454.250000 Penalty: 1936.345947
	Iteration 6F: 3 clusters Score -1422454 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1423239.250000 Penalty: 1936.345947
	Iteration 7F: 3 clusters Score -1423239 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1424074.375000 Penalty: 1936.345947
	Iteration 8Q: 3 clusters Score -1424074 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1424923.625000 Penalty: 1936.345947
	Iteration 9Q: 3 clusters Score -1424924 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1425619.750000 Penalty: 1936.345947
	Iteration 10Q: 3 clusters Score -1425620 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1426115.125000 Penalty: 1936.345947
	Iteration 11Q: 3 clusters Score -1426115 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1426439.250000 Penalty: 1936.345947
	Iteration 12Q: 3 clusters Score -1426439 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1426662.625000 Penalty: 1936.345947
	Iteration 13Q: 3 clusters Score -1426663 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1426845.000000 Penalty: 1936.345947
	Iteration 14Q: 3 clusters Score -1426845 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1426974.625000 Penalty: 1936.345947
	Iteration 15Q: 3 clusters Score -1426975 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1427090.500000 Penalty: 1936.345947
	Iteration 16Q: 3 clusters Score -1427090 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1427178.250000 Penalty: 1936.345947
	Iteration 17Q: 3 clusters Score -1427178 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1427261.875000 Penalty: 1936.345947
	Iteration 18Q: 3 clusters Score -1427262 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1427319.875000 Penalty: 1936.345947
	Iteration 19Q: 3 clusters Score -1427320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1427356.000000 Penalty: 1936.345947
	Iteration 20F: 3 clusters Score -1427356 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1427391.000000 Penalty: 1936.345947
	Iteration 21Q: 3 clusters Score -1427391 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1427422.750000 Penalty: 1936.345947
	Iteration 22Q: 3 clusters Score -1427423 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1427439.750000 Penalty: 1936.345947
	Iteration 23Q: 3 clusters Score -1427440 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1427461.000000 Penalty: 1936.345947
	Iteration 24Q: 3 clusters Score -1427461 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1427476.375000 Penalty: 1936.345947
	Iteration 25Q: 3 clusters Score -1427476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1427501.250000 Penalty: 1936.345947
	Iteration 26Q: 3 clusters Score -1427501 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1427507.125000 Penalty: 1936.345947
	Iteration 27Q: 3 clusters Score -1427507 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1427525.375000 Penalty: 1936.345947
	Iteration 28Q: 3 clusters Score -1427525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1427535.875000 Penalty: 1936.345947
	Iteration 29Q: 3 clusters Score -1427536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1427540.875000 Penalty: 1936.345947
	Iteration 30Q: 3 clusters Score -1427541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1427550.250000 Penalty: 1936.345947
	Iteration 31Q: 3 clusters Score -1427550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1427558.875000 Penalty: 1936.345947
	Iteration 32Q: 3 clusters Score -1427559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1427570.250000 Penalty: 1936.345947
	Iteration 33Q: 3 clusters Score -1427570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1427571.875000 Penalty: 1936.345947
	Iteration 34Q: 3 clusters Score -1427572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1427577.625000 Penalty: 1936.345947
	Iteration 35Q: 3 clusters Score -1427578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1427582.125000 Penalty: 1936.345947
	Iteration 36Q: 3 clusters Score -1427582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1427581.250000 Penalty: 1936.345947
	Iteration 37Q: 3 clusters Score -1427581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1427588.000000 Penalty: 1936.345947
	Iteration 38Q: 3 clusters Score -1427588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1427597.625000 Penalty: 1936.345947
	Iteration 39Q: 3 clusters Score -1427598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1427594.625000 Penalty: 1936.345947
	Iteration 40F: 3 clusters Score -1427595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1427597.375000 Penalty: 1936.345947
	Iteration 41Q: 3 clusters Score -1427597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1427598.625000 Penalty: 1936.345947
	Iteration 42Q: 3 clusters Score -1427599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1427597.875000 Penalty: 1936.345947
	Iteration 43Q: 3 clusters Score -1427598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1427596.375000 Penalty: 1936.345947
	Iteration 44Q: 3 clusters Score -1427596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1427599.750000 Penalty: 1936.345947
	Iteration 45Q: 3 clusters Score -1427600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1427601.000000 Penalty: 1936.345947
	Iteration 46Q: 3 clusters Score -1427601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1427598.750000 Penalty: 1936.345947
	Iteration 47Q: 3 clusters Score -1427599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1427603.500000 Penalty: 1936.345947
	Iteration 48Q: 3 clusters Score -1427604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1427600.625000 Penalty: 1936.345947
	Iteration 49Q: 3 clusters Score -1427601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1427605.375000 Penalty: 1936.345947
	Iteration 50Q: 3 clusters Score -1427605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1427611.625000 Penalty: 1936.345947
	Iteration 51Q: 3 clusters Score -1427612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1427616.500000 Penalty: 1936.345947
	Iteration 52Q: 3 clusters Score -1427616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1427612.000000 Penalty: 1936.345947
	Iteration 53Q: 3 clusters Score -1427612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1427615.875000 Penalty: 1936.345947
	Iteration 54Q: 3 clusters Score -1427616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1427616.375000 Penalty: 1936.345947
	Iteration 55Q: 3 clusters Score -1427616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1427621.500000 Penalty: 1936.345947
	Iteration 56Q: 3 clusters Score -1427622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1427620.875000 Penalty: 1936.345947
	Iteration 57Q: 3 clusters Score -1427621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1427623.125000 Penalty: 1936.345947
	Iteration 58Q: 3 clusters Score -1427623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1427620.500000 Penalty: 1936.345947
	Iteration 59Q: 3 clusters Score -1427620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1427618.500000 Penalty: 1936.345947
	Iteration 60F: 3 clusters Score -1427618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1427621.750000 Penalty: 1936.345947
	Iteration 61Q: 3 clusters Score -1427622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1427625.125000 Penalty: 1936.345947
	Iteration 62Q: 3 clusters Score -1427625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1427626.000000 Penalty: 1936.345947
	Iteration 63Q: 3 clusters Score -1427626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1427624.000000 Penalty: 1936.345947
	Iteration 64Q: 3 clusters Score -1427624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1427623.375000 Penalty: 1936.345947
	Iteration 65Q: 3 clusters Score -1427623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1427623.500000 Penalty: 1936.345947
	Iteration 66Q: 3 clusters Score -1427624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1427624.625000 Penalty: 1936.345947
	Iteration 67Q: 3 clusters Score -1427625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1427627.750000 Penalty: 1936.345947
	Iteration 68Q: 3 clusters Score -1427628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1427627.000000 Penalty: 1936.345947
	Iteration 69Q: 3 clusters Score -1427627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1427626.000000 Penalty: 1936.345947
	Iteration 70Q: 3 clusters Score -1427626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1427625.625000 Penalty: 1936.345947
	Iteration 71Q: 3 clusters Score -1427626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1427621.250000 Penalty: 1936.345947
	Iteration 72Q: 3 clusters Score -1427621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1427623.625000 Penalty: 1936.345947
	Iteration 73Q: 3 clusters Score -1427624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1427626.750000 Penalty: 1936.345947
	Iteration 74Q: 3 clusters Score -1427627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1427626.125000 Penalty: 1936.345947
	Iteration 75Q: 3 clusters Score -1427626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1427622.000000 Penalty: 1936.345947
	Iteration 76Q: 3 clusters Score -1427622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1427624.625000 Penalty: 1936.345947
	Iteration 77Q: 3 clusters Score -1427625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1427622.250000 Penalty: 1936.345947
	Iteration 78Q: 3 clusters Score -1427622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1427623.625000 Penalty: 1936.345947
	Iteration 79Q: 3 clusters Score -1427624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1427625.500000 Penalty: 1936.345947
	Iteration 80F: 3 clusters Score -1427626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1427629.625000 Penalty: 1936.345947
	Iteration 81Q: 3 clusters Score -1427630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1427628.750000 Penalty: 1936.345947
	Iteration 82Q: 3 clusters Score -1427629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1427629.125000 Penalty: 1936.345947
	Iteration 83Q: 3 clusters Score -1427629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1427630.000000 Penalty: 1936.345947
	Iteration 84Q: 3 clusters Score -1427630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1427632.125000 Penalty: 1936.345947
	Iteration 85Q: 3 clusters Score -1427632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1427630.500000 Penalty: 1936.345947
	Iteration 86Q: 3 clusters Score -1427630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1427630.125000 Penalty: 1936.345947
	Iteration 87Q: 3 clusters Score -1427630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1427630.375000 Penalty: 1936.345947
	Iteration 88Q: 3 clusters Score -1427630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1427634.875000 Penalty: 1936.345947
	Iteration 89Q: 3 clusters Score -1427635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1427636.000000 Penalty: 1936.345947
	Iteration 90Q: 3 clusters Score -1427636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1427635.750000 Penalty: 1936.345947
	Iteration 91Q: 3 clusters Score -1427636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1427633.625000 Penalty: 1936.345947
	Iteration 92Q: 3 clusters Score -1427634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1427633.875000 Penalty: 1936.345947
	Iteration 93Q: 3 clusters Score -1427634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1427634.250000 Penalty: 1936.345947
	Iteration 94Q: 3 clusters Score -1427634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1427634.375000 Penalty: 1936.345947
	Iteration 95Q: 3 clusters Score -1427634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1427633.875000 Penalty: 1936.345947
	Iteration 96Q: 3 clusters Score -1427634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1427635.500000 Penalty: 1936.345947
	Iteration 97Q: 3 clusters Score -1427636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1427635.500000 Penalty: 1936.345947
	Iteration 98F: 3 clusters Score -1427636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Entering Unmasked Estep 
Score: -245934.171875 Penalty: 800.278198
	Iteration 0F: 2 clusters Score -245934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -242582.796875 Penalty: 1600.556396
	Iteration 0F: 3 clusters Score -242582.8 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -243922.703125 Penalty: 1600.556396
	Iteration 1F: 3 clusters Score -243922.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -244255.468750 Penalty: 1600.556396
	Iteration 2F: 3 clusters Score -244255.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -244545.343750 Penalty: 1600.556396
	Iteration 3F: 3 clusters Score -244545.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -244798.500000 Penalty: 1600.556396
	Iteration 4F: 3 clusters Score -244798.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -245010.359375 Penalty: 1600.556396
	Iteration 5F: 3 clusters Score -245010.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -245149.531250 Penalty: 1600.556396
	Iteration 6Q: 3 clusters Score -245149.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -245229.593750 Penalty: 1600.556396
	Iteration 7Q: 3 clusters Score -245229.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -245265.531250 Penalty: 1600.556396
	Iteration 8Q: 3 clusters Score -245265.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -245283.703125 Penalty: 1600.556396
	Iteration 9Q: 3 clusters Score -245283.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -245292.781250 Penalty: 1600.556396
	Iteration 10Q: 3 clusters Score -245292.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -245296.359375 Penalty: 1600.556396
	Iteration 11Q: 3 clusters Score -245296.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -245302.484375 Penalty: 1600.556396
	Iteration 12Q: 3 clusters Score -245302.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -245305.203125 Penalty: 1600.556396
	Iteration 13Q: 3 clusters Score -245305.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -245307.140625 Penalty: 1600.556396
	Iteration 14Q: 3 clusters Score -245307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -245309.671875 Penalty: 1600.556396
	Iteration 15Q: 3 clusters Score -245309.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -245314.593750 Penalty: 1600.556396
	Iteration 16Q: 3 clusters Score -245314.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -245323.093750 Penalty: 1600.556396
	Iteration 17Q: 3 clusters Score -245323.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -245328.312500 Penalty: 1600.556396
	Iteration 18Q: 3 clusters Score -245328.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -245333.984375 Penalty: 1600.556396
	Iteration 19Q: 3 clusters Score -245334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -245337.609375 Penalty: 1600.556396
	Iteration 20F: 3 clusters Score -245337.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -245342.218750 Penalty: 1600.556396
	Iteration 21Q: 3 clusters Score -245342.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -245348.281250 Penalty: 1600.556396
	Iteration 22Q: 3 clusters Score -245348.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -245353.875000 Penalty: 1600.556396
	Iteration 23Q: 3 clusters Score -245353.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -245357.812500 Penalty: 1600.556396
	Iteration 24Q: 3 clusters Score -245357.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -245360.562500 Penalty: 1600.556396
	Iteration 25Q: 3 clusters Score -245360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -245362.265625 Penalty: 1600.556396
	Iteration 26Q: 3 clusters Score -245362.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -245364.343750 Penalty: 1600.556396
	Iteration 27Q: 3 clusters Score -245364.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -245367.062500 Penalty: 1600.556396
	Iteration 28Q: 3 clusters Score -245367.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -245371.515625 Penalty: 1600.556396
	Iteration 29Q: 3 clusters Score -245371.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -245376.562500 Penalty: 1600.556396
	Iteration 30Q: 3 clusters Score -245376.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -245382.125000 Penalty: 1600.556396
	Iteration 31Q: 3 clusters Score -245382.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -245385.640625 Penalty: 1600.556396
	Iteration 32Q: 3 clusters Score -245385.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -245389.500000 Penalty: 1600.556396
	Iteration 33Q: 3 clusters Score -245389.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -245392.203125 Penalty: 1600.556396
	Iteration 34Q: 3 clusters Score -245392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -245394.562500 Penalty: 1600.556396
	Iteration 35Q: 3 clusters Score -245394.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -245396.859375 Penalty: 1600.556396
	Iteration 36Q: 3 clusters Score -245396.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -245399.000000 Penalty: 1600.556396
	Iteration 37Q: 3 clusters Score -245399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -245402.015625 Penalty: 1600.556396
	Iteration 38Q: 3 clusters Score -245402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -245403.937500 Penalty: 1600.556396
	Iteration 39Q: 3 clusters Score -245403.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -245405.343750 Penalty: 1600.556396
	Iteration 40F: 3 clusters Score -245405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -245405.937500 Penalty: 1600.556396
	Iteration 41Q: 3 clusters Score -245405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -245406.984375 Penalty: 1600.556396
	Iteration 42Q: 3 clusters Score -245407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -245407.125000 Penalty: 1600.556396
	Iteration 43Q: 3 clusters Score -245407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -245407.093750 Penalty: 1600.556396
	Iteration 44Q: 3 clusters Score -245407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -245407.171875 Penalty: 1600.556396
	Iteration 45Q: 3 clusters Score -245407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -245407.234375 Penalty: 1600.556396
	Iteration 46Q: 3 clusters Score -245407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -245407.921875 Penalty: 1600.556396
	Iteration 47Q: 3 clusters Score -245407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -245408.875000 Penalty: 1600.556396
	Iteration 48Q: 3 clusters Score -245408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -245408.750000 Penalty: 1600.556396
	Iteration 49Q: 3 clusters Score -245408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -245408.187500 Penalty: 1600.556396
	Iteration 50Q: 3 clusters Score -245408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -245408.187500 Penalty: 1600.556396
	Iteration 51F: 3 clusters Score -245408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Entering Unmasked Estep 
Score: -2028385.500000 Penalty: 995.069031
	Iteration 0F: 2 clusters Score -2028386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2004792.375000 Penalty: 1990.138062
	Iteration 0F: 3 clusters Score -2004792 nChanged 16565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2014689.000000 Penalty: 1990.138062
	Iteration 1F: 3 clusters Score -2014689 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2015443.125000 Penalty: 1990.138062
	Iteration 2F: 3 clusters Score -2015443 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2016444.500000 Penalty: 1990.138062
	Iteration 3F: 3 clusters Score -2016444 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2017803.625000 Penalty: 1990.138062
	Iteration 4F: 3 clusters Score -2017804 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -2019707.625000 Penalty: 1990.138062
	Iteration 5F: 3 clusters Score -2019708 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -2021969.375000 Penalty: 1990.138062
	Iteration 6F: 3 clusters Score -2021969 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -2024160.250000 Penalty: 1990.138062
	Iteration 7F: 3 clusters Score -2024160 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -2025804.500000 Penalty: 1990.138062
	Iteration 8Q: 3 clusters Score -2025804 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -2026698.500000 Penalty: 1990.138062
	Iteration 9Q: 3 clusters Score -2026698 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -2027085.750000 Penalty: 1990.138062
	Iteration 10Q: 3 clusters Score -2027086 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -2027280.250000 Penalty: 1990.138062
	Iteration 11Q: 3 clusters Score -2027280 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -2027387.375000 Penalty: 1990.138062
	Iteration 12Q: 3 clusters Score -2027387 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -2027445.000000 Penalty: 1990.138062
	Iteration 13Q: 3 clusters Score -2027445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -2027492.875000 Penalty: 1990.138062
	Iteration 14Q: 3 clusters Score -2027493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -2027521.000000 Penalty: 1990.138062
	Iteration 15Q: 3 clusters Score -2027521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -2027538.625000 Penalty: 1990.138062
	Iteration 16Q: 3 clusters Score -2027539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -2027551.375000 Penalty: 1990.138062
	Iteration 17Q: 3 clusters Score -2027551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -2027559.375000 Penalty: 1990.138062
	Iteration 18Q: 3 clusters Score -2027559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -2027569.875000 Penalty: 1990.138062
	Iteration 19Q: 3 clusters Score -2027570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -2027578.000000 Penalty: 1990.138062
	Iteration 20F: 3 clusters Score -2027578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -2027589.625000 Penalty: 1990.138062
	Iteration 21Q: 3 clusters Score -2027590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -2027598.750000 Penalty: 1990.138062
	Iteration 22Q: 3 clusters Score -2027599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -2027607.500000 Penalty: 1990.138062
	Iteration 23Q: 3 clusters Score -2027608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -2027613.625000 Penalty: 1990.138062
	Iteration 24Q: 3 clusters Score -2027614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -2027617.500000 Penalty: 1990.138062
	Iteration 25Q: 3 clusters Score -2027618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -2027626.875000 Penalty: 1990.138062
	Iteration 26Q: 3 clusters Score -2027627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -2027633.875000 Penalty: 1990.138062
	Iteration 27Q: 3 clusters Score -2027634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -2027635.875000 Penalty: 1990.138062
	Iteration 28Q: 3 clusters Score -2027636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -2027640.500000 Penalty: 1990.138062
	Iteration 29Q: 3 clusters Score -2027640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -2027644.750000 Penalty: 1990.138062
	Iteration 30Q: 3 clusters Score -2027645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -2027651.250000 Penalty: 1990.138062
	Iteration 31Q: 3 clusters Score -2027651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -2027658.250000 Penalty: 1990.138062
	Iteration 32Q: 3 clusters Score -2027658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -2027664.625000 Penalty: 1990.138062
	Iteration 33Q: 3 clusters Score -2027665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -2027667.500000 Penalty: 1990.138062
	Iteration 34Q: 3 clusters Score -2027668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -2027668.125000 Penalty: 1990.138062
	Iteration 35Q: 3 clusters Score -2027668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -2027668.875000 Penalty: 1990.138062
	Iteration 36Q: 3 clusters Score -2027669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -2027669.500000 Penalty: 1990.138062
	Iteration 37Q: 3 clusters Score -2027670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -2027669.250000 Penalty: 1990.138062
	Iteration 38Q: 3 clusters Score -2027669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -2027669.250000 Penalty: 1990.138062
	Iteration 39Q: 3 clusters Score -2027669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -2027671.750000 Penalty: 1990.138062
	Iteration 40F: 3 clusters Score -2027672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -2027673.125000 Penalty: 1990.138062
	Iteration 41Q: 3 clusters Score -2027673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -2027673.125000 Penalty: 1990.138062
	Iteration 42F: 3 clusters Score -2027673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -56589.515625 Penalty: 660.690674
	Iteration 0F: 2 clusters Score -56589.52 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 507 members 
Entering Unmasked Estep 
Score: -55486.191406 Penalty: 1321.381348
	Iteration 0F: 3 clusters Score -55486.19 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -55726.246094 Penalty: 1321.381348
	Iteration 1F: 3 clusters Score -55726.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -55782.300781 Penalty: 1321.381348
	Iteration 2F: 3 clusters Score -55782.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55826.484375 Penalty: 1321.381348
	Iteration 3Q: 3 clusters Score -55826.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55854.843750 Penalty: 1321.381348
	Iteration 4Q: 3 clusters Score -55854.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -55874.992188 Penalty: 1321.381348
	Iteration 5Q: 3 clusters Score -55874.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -55904.675781 Penalty: 1321.381348
	Iteration 6Q: 3 clusters Score -55904.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -55924.757812 Penalty: 1321.381348
	Iteration 7Q: 3 clusters Score -55924.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -55940.792969 Penalty: 1321.381348
	Iteration 8Q: 3 clusters Score -55940.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -55952.867188 Penalty: 1321.381348
	Iteration 9Q: 3 clusters Score -55952.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -55964.339844 Penalty: 1321.381348
	Iteration 10Q: 3 clusters Score -55964.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -55974.894531 Penalty: 1321.381348
	Iteration 11Q: 3 clusters Score -55974.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -55986.617188 Penalty: 1321.381348
	Iteration 12Q: 3 clusters Score -55986.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -55991.691406 Penalty: 1321.381348
	Iteration 13Q: 3 clusters Score -55991.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -55998.996094 Penalty: 1321.381348
	Iteration 14Q: 3 clusters Score -55999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -56014.972656 Penalty: 1321.381348
	Iteration 15Q: 3 clusters Score -56014.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -56030.316406 Penalty: 1321.381348
	Iteration 16Q: 3 clusters Score -56030.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -56052.832031 Penalty: 1321.381348
	Iteration 17Q: 3 clusters Score -56052.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -56065.718750 Penalty: 1321.381348
	Iteration 18Q: 3 clusters Score -56065.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -56082.917969 Penalty: 1321.381348
	Iteration 19Q: 3 clusters Score -56082.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -56096.832031 Penalty: 1321.381348
	Iteration 20F: 3 clusters Score -56096.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -56126.671875 Penalty: 1321.381348
	Iteration 21Q: 3 clusters Score -56126.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56161.750000 Penalty: 1321.381348
	Iteration 22Q: 3 clusters Score -56161.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56195.804688 Penalty: 1321.381348
	Iteration 23Q: 3 clusters Score -56195.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56229.156250 Penalty: 1321.381348
	Iteration 24Q: 3 clusters Score -56229.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56259.484375 Penalty: 1321.381348
	Iteration 25Q: 3 clusters Score -56259.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56278.707031 Penalty: 1321.381348
	Iteration 26Q: 3 clusters Score -56278.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56301.449219 Penalty: 1321.381348
	Iteration 27Q: 3 clusters Score -56301.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56320.863281 Penalty: 1321.381348
	Iteration 28Q: 3 clusters Score -56320.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56335.375000 Penalty: 1321.381348
	Iteration 29Q: 3 clusters Score -56335.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56344.328125 Penalty: 1321.381348
	Iteration 30Q: 3 clusters Score -56344.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56360.847656 Penalty: 1321.381348
	Iteration 31Q: 3 clusters Score -56360.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56384.500000 Penalty: 1321.381348
	Iteration 32Q: 3 clusters Score -56384.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56392.152344 Penalty: 1321.381348
	Iteration 33Q: 3 clusters Score -56392.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56398.789062 Penalty: 1321.381348
	Iteration 34Q: 3 clusters Score -56398.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56404.128906 Penalty: 1321.381348
	Iteration 35Q: 3 clusters Score -56404.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56406.109375 Penalty: 1321.381348
	Iteration 36Q: 3 clusters Score -56406.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56408.722656 Penalty: 1321.381348
	Iteration 37Q: 3 clusters Score -56408.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56410.292969 Penalty: 1321.381348
	Iteration 38Q: 3 clusters Score -56410.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56410.953125 Penalty: 1321.381348
	Iteration 39Q: 3 clusters Score -56410.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56413.781250 Penalty: 1321.381348
	Iteration 40F: 3 clusters Score -56413.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Entering Unmasked Estep 
Score: -289698.531250 Penalty: 821.747498
	Iteration 0F: 2 clusters Score -289698.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -285659.062500 Penalty: 1643.494995
	Iteration 0F: 3 clusters Score -285659.1 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -287017.093750 Penalty: 1643.494995
	Iteration 1F: 3 clusters Score -287017.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -287224.812500 Penalty: 1643.494995
	Iteration 2F: 3 clusters Score -287224.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -287462.468750 Penalty: 1643.494995
	Iteration 3F: 3 clusters Score -287462.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -287723.000000 Penalty: 1643.494995
	Iteration 4F: 3 clusters Score -287723 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -287998.781250 Penalty: 1643.494995
	Iteration 5F: 3 clusters Score -287998.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -288254.531250 Penalty: 1643.494995
	Iteration 6F: 3 clusters Score -288254.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -288470.968750 Penalty: 1643.494995
	Iteration 7Q: 3 clusters Score -288471 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -288635.312500 Penalty: 1643.494995
	Iteration 8Q: 3 clusters Score -288635.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -288763.375000 Penalty: 1643.494995
	Iteration 9Q: 3 clusters Score -288763.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -288865.156250 Penalty: 1643.494995
	Iteration 10Q: 3 clusters Score -288865.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -288930.343750 Penalty: 1643.494995
	Iteration 11Q: 3 clusters Score -288930.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -288985.281250 Penalty: 1643.494995
	Iteration 12Q: 3 clusters Score -288985.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -289025.062500 Penalty: 1643.494995
	Iteration 13Q: 3 clusters Score -289025.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -289052.718750 Penalty: 1643.494995
	Iteration 14Q: 3 clusters Score -289052.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -289066.281250 Penalty: 1643.494995
	Iteration 15Q: 3 clusters Score -289066.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -289078.812500 Penalty: 1643.494995
	Iteration 16Q: 3 clusters Score -289078.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -289089.125000 Penalty: 1643.494995
	Iteration 17Q: 3 clusters Score -289089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -289097.593750 Penalty: 1643.494995
	Iteration 18Q: 3 clusters Score -289097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -289106.843750 Penalty: 1643.494995
	Iteration 19Q: 3 clusters Score -289106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -289112.562500 Penalty: 1643.494995
	Iteration 20F: 3 clusters Score -289112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -304965.000000 Penalty: 836.353821
	Iteration 0F: 2 clusters Score -304965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -300319.156250 Penalty: 1672.707642
	Iteration 0F: 3 clusters Score -300319.2 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -302123.718750 Penalty: 1672.707642
	Iteration 1F: 3 clusters Score -302123.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -302507.031250 Penalty: 1672.707642
	Iteration 2F: 3 clusters Score -302507 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -302878.968750 Penalty: 1672.707642
	Iteration 3F: 3 clusters Score -302879 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -303224.781250 Penalty: 1672.707642
	Iteration 4F: 3 clusters Score -303224.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -303520.750000 Penalty: 1672.707642
	Iteration 5F: 3 clusters Score -303520.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -303741.531250 Penalty: 1672.707642
	Iteration 6Q: 3 clusters Score -303741.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -303925.625000 Penalty: 1672.707642
	Iteration 7Q: 3 clusters Score -303925.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -304056.781250 Penalty: 1672.707642
	Iteration 8Q: 3 clusters Score -304056.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -304161.468750 Penalty: 1672.707642
	Iteration 9Q: 3 clusters Score -304161.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -304228.437500 Penalty: 1672.707642
	Iteration 10Q: 3 clusters Score -304228.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -304268.343750 Penalty: 1672.707642
	Iteration 11Q: 3 clusters Score -304268.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -304307.031250 Penalty: 1672.707642
	Iteration 12Q: 3 clusters Score -304307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -304333.812500 Penalty: 1672.707642
	Iteration 13Q: 3 clusters Score -304333.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -304356.156250 Penalty: 1672.707642
	Iteration 14Q: 3 clusters Score -304356.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -304370.500000 Penalty: 1672.707642
	Iteration 15Q: 3 clusters Score -304370.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -304383.781250 Penalty: 1672.707642
	Iteration 16Q: 3 clusters Score -304383.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -304395.312500 Penalty: 1672.707642
	Iteration 17Q: 3 clusters Score -304395.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -304401.406250 Penalty: 1672.707642
	Iteration 18Q: 3 clusters Score -304401.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -304404.375000 Penalty: 1672.707642
	Iteration 19Q: 3 clusters Score -304404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -304408.406250 Penalty: 1672.707642
	Iteration 20F: 3 clusters Score -304408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -304413.187500 Penalty: 1672.707642
	Iteration 21Q: 3 clusters Score -304413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -304416.968750 Penalty: 1672.707642
	Iteration 22Q: 3 clusters Score -304417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -304421.562500 Penalty: 1672.707642
	Iteration 23Q: 3 clusters Score -304421.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -304427.000000 Penalty: 1672.707642
	Iteration 24Q: 3 clusters Score -304427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -304430.531250 Penalty: 1672.707642
	Iteration 25Q: 3 clusters Score -304430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -304431.875000 Penalty: 1672.707642
	Iteration 26Q: 3 clusters Score -304431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -304433.312500 Penalty: 1672.707642
	Iteration 27Q: 3 clusters Score -304433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -304434.531250 Penalty: 1672.707642
	Iteration 28Q: 3 clusters Score -304434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -304435.250000 Penalty: 1672.707642
	Iteration 29Q: 3 clusters Score -304435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -304435.875000 Penalty: 1672.707642
	Iteration 30Q: 3 clusters Score -304435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -304435.875000 Penalty: 1672.707642
	Iteration 31F: 3 clusters Score -304435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Entering Unmasked Estep 
Score: -1848685.500000 Penalty: 978.261292
	Iteration 0F: 2 clusters Score -1848686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1828777.375000 Penalty: 1956.522583
	Iteration 0F: 3 clusters Score -1828777 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1836786.750000 Penalty: 1956.522583
	Iteration 1F: 3 clusters Score -1836787 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1837129.625000 Penalty: 1956.522583
	Iteration 2Q: 3 clusters Score -1837130 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1837675.625000 Penalty: 1956.522583
	Iteration 3Q: 3 clusters Score -1837676 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1838640.375000 Penalty: 1956.522583
	Iteration 4F: 3 clusters Score -1838640 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1840334.250000 Penalty: 1956.522583
	Iteration 5F: 3 clusters Score -1840334 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1842776.375000 Penalty: 1956.522583
	Iteration 6F: 3 clusters Score -1842776 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1845262.875000 Penalty: 1956.522583
	Iteration 7F: 3 clusters Score -1845263 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1846864.250000 Penalty: 1956.522583
	Iteration 8F: 3 clusters Score -1846864 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1847492.125000 Penalty: 1956.522583
	Iteration 9Q: 3 clusters Score -1847492 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1847701.625000 Penalty: 1956.522583
	Iteration 10Q: 3 clusters Score -1847702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1847769.375000 Penalty: 1956.522583
	Iteration 11Q: 3 clusters Score -1847769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1847793.375000 Penalty: 1956.522583
	Iteration 12Q: 3 clusters Score -1847793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1847800.750000 Penalty: 1956.522583
	Iteration 13Q: 3 clusters Score -1847801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1847807.250000 Penalty: 1956.522583
	Iteration 14Q: 3 clusters Score -1847807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1847812.875000 Penalty: 1956.522583
	Iteration 15Q: 3 clusters Score -1847813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1847815.000000 Penalty: 1956.522583
	Iteration 16Q: 3 clusters Score -1847815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1847815.000000 Penalty: 1956.522583
	Iteration 17F: 3 clusters Score -1847815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -176043.453125 Penalty: 778.320496
	Iteration 0F: 2 clusters Score -176043.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -173317.015625 Penalty: 1556.640991
	Iteration 0F: 3 clusters Score -173317 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -174328.062500 Penalty: 1556.640991
	Iteration 1F: 3 clusters Score -174328.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -174762.062500 Penalty: 1556.640991
	Iteration 2F: 3 clusters Score -174762.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -175091.375000 Penalty: 1556.640991
	Iteration 3F: 3 clusters Score -175091.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -175330.828125 Penalty: 1556.640991
	Iteration 4F: 3 clusters Score -175330.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -175474.625000 Penalty: 1556.640991
	Iteration 5Q: 3 clusters Score -175474.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -175570.500000 Penalty: 1556.640991
	Iteration 6Q: 3 clusters Score -175570.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -175621.593750 Penalty: 1556.640991
	Iteration 7Q: 3 clusters Score -175621.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -175656.296875 Penalty: 1556.640991
	Iteration 8Q: 3 clusters Score -175656.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -175674.531250 Penalty: 1556.640991
	Iteration 9Q: 3 clusters Score -175674.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -175684.218750 Penalty: 1556.640991
	Iteration 10Q: 3 clusters Score -175684.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -175694.546875 Penalty: 1556.640991
	Iteration 11Q: 3 clusters Score -175694.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -175710.421875 Penalty: 1556.640991
	Iteration 12Q: 3 clusters Score -175710.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -175726.375000 Penalty: 1556.640991
	Iteration 13Q: 3 clusters Score -175726.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -175734.593750 Penalty: 1556.640991
	Iteration 14Q: 3 clusters Score -175734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -175739.421875 Penalty: 1556.640991
	Iteration 15Q: 3 clusters Score -175739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -175743.328125 Penalty: 1556.640991
	Iteration 16Q: 3 clusters Score -175743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -175744.703125 Penalty: 1556.640991
	Iteration 17Q: 3 clusters Score -175744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -175745.906250 Penalty: 1556.640991
	Iteration 18Q: 3 clusters Score -175745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -175746.812500 Penalty: 1556.640991
	Iteration 19Q: 3 clusters Score -175746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -175750.031250 Penalty: 1556.640991
	Iteration 20F: 3 clusters Score -175750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -175752.750000 Penalty: 1556.640991
	Iteration 21Q: 3 clusters Score -175752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -175753.937500 Penalty: 1556.640991
	Iteration 22Q: 3 clusters Score -175753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -175756.265625 Penalty: 1556.640991
	Iteration 23Q: 3 clusters Score -175756.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -175758.046875 Penalty: 1556.640991
	Iteration 24Q: 3 clusters Score -175758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -175758.921875 Penalty: 1556.640991
	Iteration 25Q: 3 clusters Score -175758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -175761.281250 Penalty: 1556.640991
	Iteration 26Q: 3 clusters Score -175761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -175764.406250 Penalty: 1556.640991
	Iteration 27Q: 3 clusters Score -175764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -175765.437500 Penalty: 1556.640991
	Iteration 28Q: 3 clusters Score -175765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -175766.203125 Penalty: 1556.640991
	Iteration 29Q: 3 clusters Score -175766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -175767.078125 Penalty: 1556.640991
	Iteration 30Q: 3 clusters Score -175767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -175768.359375 Penalty: 1556.640991
	Iteration 31Q: 3 clusters Score -175768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -175768.468750 Penalty: 1556.640991
	Iteration 32Q: 3 clusters Score -175768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -175768.468750 Penalty: 1556.640991
	Iteration 33F: 3 clusters Score -175768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (132092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132092 members 
Entering Unmasked Estep 
Score: -7202116.000000 Penalty: 1120.169189
	Iteration 0F: 2 clusters Score -7202116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -7113514.000000 Penalty: 2240.338379
	Iteration 0F: 3 clusters Score -7113514 nChanged 64045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -7154833.000000 Penalty: 2240.338379
	Iteration 1F: 3 clusters Score -7154833 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -7158527.500000 Penalty: 2240.338379
	Iteration 2F: 3 clusters Score -7158528 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -7164018.500000 Penalty: 2240.338379
	Iteration 3F: 3 clusters Score -7164018 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -7171285.500000 Penalty: 2240.338379
	Iteration 4F: 3 clusters Score -7171286 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -7179165.500000 Penalty: 2240.338379
	Iteration 5F: 3 clusters Score -7179166 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -7186602.000000 Penalty: 2240.338379
	Iteration 6F: 3 clusters Score -7186602 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123298 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -7192969.500000 Penalty: 2240.338379
	Iteration 7F: 3 clusters Score -7192970 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128006 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -7197283.500000 Penalty: 2240.338379
	Iteration 8Q: 3 clusters Score -7197284 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130497 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7199687.500000 Penalty: 2240.338379
	Iteration 9Q: 3 clusters Score -7199688 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131522 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7200651.500000 Penalty: 2240.338379
	Iteration 10Q: 3 clusters Score -7200652 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7200976.500000 Penalty: 2240.338379
	Iteration 11Q: 3 clusters Score -7200976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131912 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7201047.500000 Penalty: 2240.338379
	Iteration 12Q: 3 clusters Score -7201048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131939 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7201077.000000 Penalty: 2240.338379
	Iteration 13Q: 3 clusters Score -7201077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7201098.000000 Penalty: 2240.338379
	Iteration 14Q: 3 clusters Score -7201098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7201109.000000 Penalty: 2240.338379
	Iteration 15Q: 3 clusters Score -7201109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131972 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7201127.500000 Penalty: 2240.338379
	Iteration 16Q: 3 clusters Score -7201128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7201143.500000 Penalty: 2240.338379
	Iteration 17Q: 3 clusters Score -7201144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7201146.500000 Penalty: 2240.338379
	Iteration 18Q: 3 clusters Score -7201146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7201148.500000 Penalty: 2240.338379
	Iteration 19Q: 3 clusters Score -7201148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131981 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7201147.000000 Penalty: 2240.338379
	Iteration 20F: 3 clusters Score -7201147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131982 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7201145.500000 Penalty: 2240.338379
	Iteration 21Q: 3 clusters Score -7201146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131982 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7201145.500000 Penalty: 2240.338379
	Iteration 22F: 3 clusters Score -7201146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Entering Unmasked Estep 
Score: -892054.437500 Penalty: 921.169861
	Iteration 0F: 2 clusters Score -892054.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -881167.625000 Penalty: 1842.339722
	Iteration 0F: 3 clusters Score -881167.6 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -885507.375000 Penalty: 1842.339722
	Iteration 1F: 3 clusters Score -885507.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -885921.312500 Penalty: 1842.339722
	Iteration 2F: 3 clusters Score -885921.3 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -886450.562500 Penalty: 1842.339722
	Iteration 3F: 3 clusters Score -886450.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -887149.500000 Penalty: 1842.339722
	Iteration 4F: 3 clusters Score -887149.5 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -888016.750000 Penalty: 1842.339722
	Iteration 5F: 3 clusters Score -888016.8 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -888948.562500 Penalty: 1842.339722
	Iteration 6F: 3 clusters Score -888948.6 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -889778.812500 Penalty: 1842.339722
	Iteration 7F: 3 clusters Score -889778.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -890373.000000 Penalty: 1842.339722
	Iteration 8F: 3 clusters Score -890373 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -890792.187500 Penalty: 1842.339722
	Iteration 9Q: 3 clusters Score -890792.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -891093.750000 Penalty: 1842.339722
	Iteration 10Q: 3 clusters Score -891093.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -891324.125000 Penalty: 1842.339722
	Iteration 11Q: 3 clusters Score -891324.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -891525.625000 Penalty: 1842.339722
	Iteration 12Q: 3 clusters Score -891525.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -891669.000000 Penalty: 1842.339722
	Iteration 13Q: 3 clusters Score -891669 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -891743.250000 Penalty: 1842.339722
	Iteration 14Q: 3 clusters Score -891743.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -891790.937500 Penalty: 1842.339722
	Iteration 15Q: 3 clusters Score -891790.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -891817.312500 Penalty: 1842.339722
	Iteration 16Q: 3 clusters Score -891817.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -891834.375000 Penalty: 1842.339722
	Iteration 17Q: 3 clusters Score -891834.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -891841.812500 Penalty: 1842.339722
	Iteration 18Q: 3 clusters Score -891841.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -891847.000000 Penalty: 1842.339722
	Iteration 19Q: 3 clusters Score -891847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -891850.250000 Penalty: 1842.339722
	Iteration 20F: 3 clusters Score -891850.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -891848.937500 Penalty: 1842.339722
	Iteration 21Q: 3 clusters Score -891848.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -891852.000000 Penalty: 1842.339722
	Iteration 22Q: 3 clusters Score -891852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -891852.500000 Penalty: 1842.339722
	Iteration 23Q: 3 clusters Score -891852.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -891858.750000 Penalty: 1842.339722
	Iteration 24Q: 3 clusters Score -891858.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -891861.437500 Penalty: 1842.339722
	Iteration 25Q: 3 clusters Score -891861.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -891860.687500 Penalty: 1842.339722
	Iteration 26Q: 3 clusters Score -891860.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -891864.125000 Penalty: 1842.339722
	Iteration 27Q: 3 clusters Score -891864.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -891864.625000 Penalty: 1842.339722
	Iteration 28Q: 3 clusters Score -891864.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -891863.750000 Penalty: 1842.339722
	Iteration 29Q: 3 clusters Score -891863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -891865.562500 Penalty: 1842.339722
	Iteration 30Q: 3 clusters Score -891865.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -891867.437500 Penalty: 1842.339722
	Iteration 31Q: 3 clusters Score -891867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -891867.125000 Penalty: 1842.339722
	Iteration 32Q: 3 clusters Score -891867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -891866.062500 Penalty: 1842.339722
	Iteration 33Q: 3 clusters Score -891866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -891865.437500 Penalty: 1842.339722
	Iteration 34Q: 3 clusters Score -891865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -891864.312500 Penalty: 1842.339722
	Iteration 35Q: 3 clusters Score -891864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -891865.500000 Penalty: 1842.339722
	Iteration 36Q: 3 clusters Score -891865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -891864.375000 Penalty: 1842.339722
	Iteration 37Q: 3 clusters Score -891864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -891864.437500 Penalty: 1842.339722
	Iteration 38Q: 3 clusters Score -891864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -891864.562500 Penalty: 1842.339722
	Iteration 39Q: 3 clusters Score -891864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -891864.625000 Penalty: 1842.339722
	Iteration 40F: 3 clusters Score -891864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -891865.000000 Penalty: 1842.339722
	Iteration 41Q: 3 clusters Score -891865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -891863.625000 Penalty: 1842.339722
	Iteration 42Q: 3 clusters Score -891863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -891867.000000 Penalty: 1842.339722
	Iteration 43Q: 3 clusters Score -891867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -891865.500000 Penalty: 1842.339722
	Iteration 44Q: 3 clusters Score -891865.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -891868.437500 Penalty: 1842.339722
	Iteration 45Q: 3 clusters Score -891868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -891868.625000 Penalty: 1842.339722
	Iteration 46Q: 3 clusters Score -891868.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -891867.125000 Penalty: 1842.339722
	Iteration 47Q: 3 clusters Score -891867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -891868.062500 Penalty: 1842.339722
	Iteration 48Q: 3 clusters Score -891868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -891869.250000 Penalty: 1842.339722
	Iteration 49Q: 3 clusters Score -891869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -891867.187500 Penalty: 1842.339722
	Iteration 50Q: 3 clusters Score -891867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -891868.250000 Penalty: 1842.339722
	Iteration 51Q: 3 clusters Score -891868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -891869.375000 Penalty: 1842.339722
	Iteration 52Q: 3 clusters Score -891869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -891870.437500 Penalty: 1842.339722
	Iteration 53Q: 3 clusters Score -891870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -891869.875000 Penalty: 1842.339722
	Iteration 54Q: 3 clusters Score -891869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -891869.625000 Penalty: 1842.339722
	Iteration 55Q: 3 clusters Score -891869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -891869.937500 Penalty: 1842.339722
	Iteration 56Q: 3 clusters Score -891869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -891870.812500 Penalty: 1842.339722
	Iteration 57Q: 3 clusters Score -891870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -891868.437500 Penalty: 1842.339722
	Iteration 58Q: 3 clusters Score -891868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -891869.375000 Penalty: 1842.339722
	Iteration 59Q: 3 clusters Score -891869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -891870.187500 Penalty: 1842.339722
	Iteration 60F: 3 clusters Score -891870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -891870.875000 Penalty: 1842.339722
	Iteration 61Q: 3 clusters Score -891870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -891870.000000 Penalty: 1842.339722
	Iteration 62Q: 3 clusters Score -891870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -891872.375000 Penalty: 1842.339722
	Iteration 63Q: 3 clusters Score -891872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -891874.000000 Penalty: 1842.339722
	Iteration 64Q: 3 clusters Score -891874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -891870.562500 Penalty: 1842.339722
	Iteration 65Q: 3 clusters Score -891870.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -891872.062500 Penalty: 1842.339722
	Iteration 66Q: 3 clusters Score -891872.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -891876.562500 Penalty: 1842.339722
	Iteration 67Q: 3 clusters Score -891876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -891878.000000 Penalty: 1842.339722
	Iteration 68Q: 3 clusters Score -891878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -891878.187500 Penalty: 1842.339722
	Iteration 69Q: 3 clusters Score -891878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -891878.437500 Penalty: 1842.339722
	Iteration 70Q: 3 clusters Score -891878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -891880.125000 Penalty: 1842.339722
	Iteration 71Q: 3 clusters Score -891880.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -891881.312500 Penalty: 1842.339722
	Iteration 72Q: 3 clusters Score -891881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -891879.812500 Penalty: 1842.339722
	Iteration 73Q: 3 clusters Score -891879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -891881.687500 Penalty: 1842.339722
	Iteration 74Q: 3 clusters Score -891881.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -891879.562500 Penalty: 1842.339722
	Iteration 75Q: 3 clusters Score -891879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -891883.375000 Penalty: 1842.339722
	Iteration 76Q: 3 clusters Score -891883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -891880.187500 Penalty: 1842.339722
	Iteration 77Q: 3 clusters Score -891880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -891880.687500 Penalty: 1842.339722
	Iteration 78Q: 3 clusters Score -891880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -891880.312500 Penalty: 1842.339722
	Iteration 79Q: 3 clusters Score -891880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -891881.125000 Penalty: 1842.339722
	Iteration 80F: 3 clusters Score -891881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -891881.687500 Penalty: 1842.339722
	Iteration 81Q: 3 clusters Score -891881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -891881.625000 Penalty: 1842.339722
	Iteration 82Q: 3 clusters Score -891881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -891883.625000 Penalty: 1842.339722
	Iteration 83Q: 3 clusters Score -891883.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -891883.062500 Penalty: 1842.339722
	Iteration 84Q: 3 clusters Score -891883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -891883.625000 Penalty: 1842.339722
	Iteration 85Q: 3 clusters Score -891883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -891883.250000 Penalty: 1842.339722
	Iteration 86Q: 3 clusters Score -891883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -891882.375000 Penalty: 1842.339722
	Iteration 87Q: 3 clusters Score -891882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -891883.562500 Penalty: 1842.339722
	Iteration 88Q: 3 clusters Score -891883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -891884.375000 Penalty: 1842.339722
	Iteration 89Q: 3 clusters Score -891884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -891884.250000 Penalty: 1842.339722
	Iteration 90Q: 3 clusters Score -891884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -891884.125000 Penalty: 1842.339722
	Iteration 91Q: 3 clusters Score -891884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -891884.062500 Penalty: 1842.339722
	Iteration 92Q: 3 clusters Score -891884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -891884.062500 Penalty: 1842.339722
	Iteration 93F: 3 clusters Score -891884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -127347.335938 Penalty: 734.491760
	Iteration 0F: 2 clusters Score -127347.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -125454.039062 Penalty: 1468.983521
	Iteration 0F: 3 clusters Score -125454 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -125967.335938 Penalty: 1468.983521
	Iteration 1F: 3 clusters Score -125967.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -126058.718750 Penalty: 1468.983521
	Iteration 2F: 3 clusters Score -126058.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -126113.148438 Penalty: 1468.983521
	Iteration 3Q: 3 clusters Score -126113.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -126152.960938 Penalty: 1468.983521
	Iteration 4Q: 3 clusters Score -126153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -126184.359375 Penalty: 1468.983521
	Iteration 5Q: 3 clusters Score -126184.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -126216.031250 Penalty: 1468.983521
	Iteration 6Q: 3 clusters Score -126216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -126248.070312 Penalty: 1468.983521
	Iteration 7Q: 3 clusters Score -126248.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -126274.625000 Penalty: 1468.983521
	Iteration 8Q: 3 clusters Score -126274.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -126295.312500 Penalty: 1468.983521
	Iteration 9Q: 3 clusters Score -126295.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -126323.039062 Penalty: 1468.983521
	Iteration 10Q: 3 clusters Score -126323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -126373.054688 Penalty: 1468.983521
	Iteration 11Q: 3 clusters Score -126373.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -126428.914062 Penalty: 1468.983521
	Iteration 12Q: 3 clusters Score -126428.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -126468.085938 Penalty: 1468.983521
	Iteration 13Q: 3 clusters Score -126468.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -126500.093750 Penalty: 1468.983521
	Iteration 14Q: 3 clusters Score -126500.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -126530.335938 Penalty: 1468.983521
	Iteration 15Q: 3 clusters Score -126530.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -126566.210938 Penalty: 1468.983521
	Iteration 16Q: 3 clusters Score -126566.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -126590.406250 Penalty: 1468.983521
	Iteration 17Q: 3 clusters Score -126590.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -126608.453125 Penalty: 1468.983521
	Iteration 18Q: 3 clusters Score -126608.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -126626.078125 Penalty: 1468.983521
	Iteration 19Q: 3 clusters Score -126626.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -126639.554688 Penalty: 1468.983521
	Iteration 20F: 3 clusters Score -126639.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -126653.000000 Penalty: 1468.983521
	Iteration 21Q: 3 clusters Score -126653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -126663.578125 Penalty: 1468.983521
	Iteration 22Q: 3 clusters Score -126663.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -126668.867188 Penalty: 1468.983521
	Iteration 23Q: 3 clusters Score -126668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -126671.570312 Penalty: 1468.983521
	Iteration 24Q: 3 clusters Score -126671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -126672.781250 Penalty: 1468.983521
	Iteration 25Q: 3 clusters Score -126672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -126673.351562 Penalty: 1468.983521
	Iteration 26Q: 3 clusters Score -126673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -126674.351562 Penalty: 1468.983521
	Iteration 27Q: 3 clusters Score -126674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -126674.789062 Penalty: 1468.983521
	Iteration 28Q: 3 clusters Score -126674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -126674.789062 Penalty: 1468.983521
	Iteration 29F: 3 clusters Score -126674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -275968.437500 Penalty: 801.232727
	Iteration 0F: 2 clusters Score -275968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -272601.250000 Penalty: 1602.465454
	Iteration 0F: 3 clusters Score -272601.2 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -273702.687500 Penalty: 1602.465454
	Iteration 1F: 3 clusters Score -273702.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -273837.281250 Penalty: 1602.465454
	Iteration 2F: 3 clusters Score -273837.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -273946.656250 Penalty: 1602.465454
	Iteration 3Q: 3 clusters Score -273946.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -274067.468750 Penalty: 1602.465454
	Iteration 4F: 3 clusters Score -274067.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -274206.906250 Penalty: 1602.465454
	Iteration 5Q: 3 clusters Score -274206.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -274391.781250 Penalty: 1602.465454
	Iteration 6F: 3 clusters Score -274391.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -274612.531250 Penalty: 1602.465454
	Iteration 7F: 3 clusters Score -274612.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -274799.437500 Penalty: 1602.465454
	Iteration 8Q: 3 clusters Score -274799.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -274965.312500 Penalty: 1602.465454
	Iteration 9Q: 3 clusters Score -274965.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -275090.031250 Penalty: 1602.465454
	Iteration 10Q: 3 clusters Score -275090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -275177.031250 Penalty: 1602.465454
	Iteration 11Q: 3 clusters Score -275177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -275227.125000 Penalty: 1602.465454
	Iteration 12Q: 3 clusters Score -275227.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -275244.843750 Penalty: 1602.465454
	Iteration 13Q: 3 clusters Score -275244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -275255.781250 Penalty: 1602.465454
	Iteration 14Q: 3 clusters Score -275255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -275262.968750 Penalty: 1602.465454
	Iteration 15Q: 3 clusters Score -275263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -275266.500000 Penalty: 1602.465454
	Iteration 16Q: 3 clusters Score -275266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -275269.906250 Penalty: 1602.465454
	Iteration 17Q: 3 clusters Score -275269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -275273.187500 Penalty: 1602.465454
	Iteration 18Q: 3 clusters Score -275273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -275275.062500 Penalty: 1602.465454
	Iteration 19Q: 3 clusters Score -275275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -275275.062500 Penalty: 1602.465454
	Iteration 20F: 3 clusters Score -275275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Entering Unmasked Estep 
Score: -628540.375000 Penalty: 901.299744
	Iteration 0F: 2 clusters Score -628540.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -619642.500000 Penalty: 1802.599487
	Iteration 0F: 3 clusters Score -619642.5 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -622939.625000 Penalty: 1802.599487
	Iteration 1F: 3 clusters Score -622939.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -623275.625000 Penalty: 1802.599487
	Iteration 2F: 3 clusters Score -623275.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -623683.500000 Penalty: 1802.599487
	Iteration 3F: 3 clusters Score -623683.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -624194.687500 Penalty: 1802.599487
	Iteration 4F: 3 clusters Score -624194.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -624814.562500 Penalty: 1802.599487
	Iteration 5F: 3 clusters Score -624814.6 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -625458.500000 Penalty: 1802.599487
	Iteration 6F: 3 clusters Score -625458.5 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -626002.500000 Penalty: 1802.599487
	Iteration 7F: 3 clusters Score -626002.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -626320.937500 Penalty: 1802.599487
	Iteration 8Q: 3 clusters Score -626320.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -626513.687500 Penalty: 1802.599487
	Iteration 9Q: 3 clusters Score -626513.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -626648.125000 Penalty: 1802.599487
	Iteration 10Q: 3 clusters Score -626648.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -626725.375000 Penalty: 1802.599487
	Iteration 11Q: 3 clusters Score -626725.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -626786.062500 Penalty: 1802.599487
	Iteration 12Q: 3 clusters Score -626786.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -626819.812500 Penalty: 1802.599487
	Iteration 13Q: 3 clusters Score -626819.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -626849.187500 Penalty: 1802.599487
	Iteration 14Q: 3 clusters Score -626849.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -626880.062500 Penalty: 1802.599487
	Iteration 15Q: 3 clusters Score -626880.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -626906.250000 Penalty: 1802.599487
	Iteration 16Q: 3 clusters Score -626906.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -626927.437500 Penalty: 1802.599487
	Iteration 17Q: 3 clusters Score -626927.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -626943.125000 Penalty: 1802.599487
	Iteration 18Q: 3 clusters Score -626943.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -626960.687500 Penalty: 1802.599487
	Iteration 19Q: 3 clusters Score -626960.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -626980.312500 Penalty: 1802.599487
	Iteration 20F: 3 clusters Score -626980.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -626995.000000 Penalty: 1802.599487
	Iteration 21Q: 3 clusters Score -626995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -627007.937500 Penalty: 1802.599487
	Iteration 22Q: 3 clusters Score -627007.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -627018.000000 Penalty: 1802.599487
	Iteration 23Q: 3 clusters Score -627018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -627027.687500 Penalty: 1802.599487
	Iteration 24Q: 3 clusters Score -627027.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -627037.000000 Penalty: 1802.599487
	Iteration 25Q: 3 clusters Score -627037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -627050.562500 Penalty: 1802.599487
	Iteration 26Q: 3 clusters Score -627050.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -627069.000000 Penalty: 1802.599487
	Iteration 27Q: 3 clusters Score -627069 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -627097.750000 Penalty: 1802.599487
	Iteration 28Q: 3 clusters Score -627097.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -627121.250000 Penalty: 1802.599487
	Iteration 29Q: 3 clusters Score -627121.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -627143.000000 Penalty: 1802.599487
	Iteration 30Q: 3 clusters Score -627143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -627167.562500 Penalty: 1802.599487
	Iteration 31Q: 3 clusters Score -627167.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -627190.937500 Penalty: 1802.599487
	Iteration 32Q: 3 clusters Score -627190.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -627212.500000 Penalty: 1802.599487
	Iteration 33Q: 3 clusters Score -627212.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -627237.187500 Penalty: 1802.599487
	Iteration 34Q: 3 clusters Score -627237.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -627262.312500 Penalty: 1802.599487
	Iteration 35Q: 3 clusters Score -627262.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -627288.375000 Penalty: 1802.599487
	Iteration 36Q: 3 clusters Score -627288.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -627305.562500 Penalty: 1802.599487
	Iteration 37Q: 3 clusters Score -627305.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -627322.500000 Penalty: 1802.599487
	Iteration 38Q: 3 clusters Score -627322.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -627335.875000 Penalty: 1802.599487
	Iteration 39Q: 3 clusters Score -627335.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -627347.562500 Penalty: 1802.599487
	Iteration 40F: 3 clusters Score -627347.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -627362.000000 Penalty: 1802.599487
	Iteration 41Q: 3 clusters Score -627362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -627372.875000 Penalty: 1802.599487
	Iteration 42Q: 3 clusters Score -627372.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -627388.875000 Penalty: 1802.599487
	Iteration 43Q: 3 clusters Score -627388.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -627406.687500 Penalty: 1802.599487
	Iteration 44Q: 3 clusters Score -627406.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -627430.687500 Penalty: 1802.599487
	Iteration 45Q: 3 clusters Score -627430.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -627455.875000 Penalty: 1802.599487
	Iteration 46Q: 3 clusters Score -627455.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -627483.437500 Penalty: 1802.599487
	Iteration 47Q: 3 clusters Score -627483.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -627498.000000 Penalty: 1802.599487
	Iteration 48Q: 3 clusters Score -627498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -627522.250000 Penalty: 1802.599487
	Iteration 49Q: 3 clusters Score -627522.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -627541.375000 Penalty: 1802.599487
	Iteration 50Q: 3 clusters Score -627541.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -627562.625000 Penalty: 1802.599487
	Iteration 51Q: 3 clusters Score -627562.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -627587.750000 Penalty: 1802.599487
	Iteration 52Q: 3 clusters Score -627587.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -627613.812500 Penalty: 1802.599487
	Iteration 53Q: 3 clusters Score -627613.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -627657.000000 Penalty: 1802.599487
	Iteration 54Q: 3 clusters Score -627657 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -627695.500000 Penalty: 1802.599487
	Iteration 55Q: 3 clusters Score -627695.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -627723.375000 Penalty: 1802.599487
	Iteration 56Q: 3 clusters Score -627723.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -627754.000000 Penalty: 1802.599487
	Iteration 57Q: 3 clusters Score -627754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -627786.062500 Penalty: 1802.599487
	Iteration 58Q: 3 clusters Score -627786.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -627826.750000 Penalty: 1802.599487
	Iteration 59Q: 3 clusters Score -627826.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -627857.812500 Penalty: 1802.599487
	Iteration 60F: 3 clusters Score -627857.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -627882.250000 Penalty: 1802.599487
	Iteration 61Q: 3 clusters Score -627882.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -627899.000000 Penalty: 1802.599487
	Iteration 62Q: 3 clusters Score -627899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -627911.937500 Penalty: 1802.599487
	Iteration 63Q: 3 clusters Score -627911.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -627918.250000 Penalty: 1802.599487
	Iteration 64Q: 3 clusters Score -627918.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -627921.562500 Penalty: 1802.599487
	Iteration 65Q: 3 clusters Score -627921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -627925.500000 Penalty: 1802.599487
	Iteration 66Q: 3 clusters Score -627925.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -627931.500000 Penalty: 1802.599487
	Iteration 67Q: 3 clusters Score -627931.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -627935.812500 Penalty: 1802.599487
	Iteration 68Q: 3 clusters Score -627935.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -627941.187500 Penalty: 1802.599487
	Iteration 69Q: 3 clusters Score -627941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -627946.875000 Penalty: 1802.599487
	Iteration 70Q: 3 clusters Score -627946.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -627952.812500 Penalty: 1802.599487
	Iteration 71Q: 3 clusters Score -627952.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -627960.250000 Penalty: 1802.599487
	Iteration 72Q: 3 clusters Score -627960.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -627963.562500 Penalty: 1802.599487
	Iteration 73Q: 3 clusters Score -627963.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -627967.125000 Penalty: 1802.599487
	Iteration 74Q: 3 clusters Score -627967.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -627971.312500 Penalty: 1802.599487
	Iteration 75Q: 3 clusters Score -627971.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -627977.625000 Penalty: 1802.599487
	Iteration 76Q: 3 clusters Score -627977.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -627981.250000 Penalty: 1802.599487
	Iteration 77Q: 3 clusters Score -627981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -627984.625000 Penalty: 1802.599487
	Iteration 78Q: 3 clusters Score -627984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -627986.812500 Penalty: 1802.599487
	Iteration 79Q: 3 clusters Score -627986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -627985.687500 Penalty: 1802.599487
	Iteration 80F: 3 clusters Score -627985.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -627986.125000 Penalty: 1802.599487
	Iteration 81Q: 3 clusters Score -627986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -627985.687500 Penalty: 1802.599487
	Iteration 82Q: 3 clusters Score -627985.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -627985.812500 Penalty: 1802.599487
	Iteration 83Q: 3 clusters Score -627985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -627985.812500 Penalty: 1802.599487
	Iteration 84F: 3 clusters Score -627985.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (292617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292617 members 
Entering Unmasked Estep 
Score: -16023288.000000 Penalty: 1195.728882
	Iteration 0F: 2 clusters Score -1.602329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146482 members 
Mstep: Class 2 contains 146135 members 
Entering Unmasked Estep 
Score: -15829303.000000 Penalty: 2391.457764
	Iteration 0F: 3 clusters Score -1.58293e+07 nChanged 143223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Mstep: Class 2 contains 138978 members 
Entering Unmasked Estep 
Score: -15916436.000000 Penalty: 2391.457764
	Iteration 1F: 3 clusters Score -1.591644e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158794 members 
Mstep: Class 2 contains 133823 members 
Entering Unmasked Estep 
Score: -15919805.000000 Penalty: 2391.457764
	Iteration 2Q: 3 clusters Score -1.59198e+07 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 125698 members 
Entering Unmasked Estep 
Score: -15924635.000000 Penalty: 2391.457764
	Iteration 3Q: 3 clusters Score -1.592464e+07 nChanged 15650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178919 members 
Mstep: Class 2 contains 113698 members 
Entering Unmasked Estep 
Score: -15931981.000000 Penalty: 2391.457764
	Iteration 4F: 3 clusters Score -1.593198e+07 nChanged 18332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194897 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -15941855.000000 Penalty: 2391.457764
	Iteration 5F: 3 clusters Score -1.594186e+07 nChanged 20798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214643 members 
Mstep: Class 2 contains 77974 members 
Entering Unmasked Estep 
Score: -15955939.000000 Penalty: 2391.457764
	Iteration 6F: 3 clusters Score -1.595594e+07 nChanged 22005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236274 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -15973459.000000 Penalty: 2391.457764
	Iteration 7F: 3 clusters Score -1.597346e+07 nChanged 20144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256358 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -15991459.000000 Penalty: 2391.457764
	Iteration 8F: 3 clusters Score -1.599146e+07 nChanged 14947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271297 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -16005553.000000 Penalty: 2391.457764
	Iteration 9F: 3 clusters Score -1.600555e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280364 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -16014059.000000 Penalty: 2391.457764
	Iteration 10Q: 3 clusters Score -1.601406e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285134 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -16018334.000000 Penalty: 2391.457764
	Iteration 11Q: 3 clusters Score -1.601833e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287581 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -16020681.000000 Penalty: 2391.457764
	Iteration 12Q: 3 clusters Score -1.602068e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288796 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -16021949.000000 Penalty: 2391.457764
	Iteration 13Q: 3 clusters Score -1.602195e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289463 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -16022692.000000 Penalty: 2391.457764
	Iteration 14Q: 3 clusters Score -1.602269e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289848 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -16023170.000000 Penalty: 2391.457764
	Iteration 15Q: 3 clusters Score -1.602317e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290075 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -16023430.000000 Penalty: 2391.457764
	Iteration 16Q: 3 clusters Score -1.602343e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290209 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -16023591.000000 Penalty: 2391.457764
	Iteration 17Q: 3 clusters Score -1.602359e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290307 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -16023676.000000 Penalty: 2391.457764
	Iteration 18Q: 3 clusters Score -1.602368e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290356 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -16023722.000000 Penalty: 2391.457764
	Iteration 19Q: 3 clusters Score -1.602372e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290382 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -16023752.000000 Penalty: 2391.457764
	Iteration 20F: 3 clusters Score -1.602375e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290406 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -16023779.000000 Penalty: 2391.457764
	Iteration 21Q: 3 clusters Score -1.602378e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290425 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -16023809.000000 Penalty: 2391.457764
	Iteration 22Q: 3 clusters Score -1.602381e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290440 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -16023837.000000 Penalty: 2391.457764
	Iteration 23Q: 3 clusters Score -1.602384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290449 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -16023842.000000 Penalty: 2391.457764
	Iteration 24Q: 3 clusters Score -1.602384e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290444 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -16023857.000000 Penalty: 2391.457764
	Iteration 25Q: 3 clusters Score -1.602386e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290441 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -16023871.000000 Penalty: 2391.457764
	Iteration 26Q: 3 clusters Score -1.602387e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290442 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -16023884.000000 Penalty: 2391.457764
	Iteration 27Q: 3 clusters Score -1.602388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290450 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -16023920.000000 Penalty: 2391.457764
	Iteration 28Q: 3 clusters Score -1.602392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290454 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -16023924.000000 Penalty: 2391.457764
	Iteration 29Q: 3 clusters Score -1.602392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290464 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -16023923.000000 Penalty: 2391.457764
	Iteration 30Q: 3 clusters Score -1.602392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290465 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -16023929.000000 Penalty: 2391.457764
	Iteration 31Q: 3 clusters Score -1.602393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290461 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -16023926.000000 Penalty: 2391.457764
	Iteration 32Q: 3 clusters Score -1.602393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290461 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -16023935.000000 Penalty: 2391.457764
	Iteration 33Q: 3 clusters Score -1.602394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290462 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -16023935.000000 Penalty: 2391.457764
	Iteration 34Q: 3 clusters Score -1.602394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290464 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -16023943.000000 Penalty: 2391.457764
	Iteration 35Q: 3 clusters Score -1.602394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290460 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -16023944.000000 Penalty: 2391.457764
	Iteration 36Q: 3 clusters Score -1.602394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290460 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -16023942.000000 Penalty: 2391.457764
	Iteration 37Q: 3 clusters Score -1.602394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290464 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -16023951.000000 Penalty: 2391.457764
	Iteration 38Q: 3 clusters Score -1.602395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290465 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -16023950.000000 Penalty: 2391.457764
	Iteration 39Q: 3 clusters Score -1.602395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290464 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -16023952.000000 Penalty: 2391.457764
	Iteration 40F: 3 clusters Score -1.602395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290467 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -16023950.000000 Penalty: 2391.457764
	Iteration 41Q: 3 clusters Score -1.602395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290466 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -16023939.000000 Penalty: 2391.457764
	Iteration 42Q: 3 clusters Score -1.602394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290459 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -16023938.000000 Penalty: 2391.457764
	Iteration 43Q: 3 clusters Score -1.602394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290456 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -16023943.000000 Penalty: 2391.457764
	Iteration 44Q: 3 clusters Score -1.602394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290458 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -16023930.000000 Penalty: 2391.457764
	Iteration 45Q: 3 clusters Score -1.602393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290458 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -16023931.000000 Penalty: 2391.457764
	Iteration 46Q: 3 clusters Score -1.602393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290458 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -16023923.000000 Penalty: 2391.457764
	Iteration 47Q: 3 clusters Score -1.602392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290456 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -16023920.000000 Penalty: 2391.457764
	Iteration 48Q: 3 clusters Score -1.602392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290455 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -16023929.000000 Penalty: 2391.457764
	Iteration 49Q: 3 clusters Score -1.602393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290454 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -16023928.000000 Penalty: 2391.457764
	Iteration 50Q: 3 clusters Score -1.602393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290454 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -16023928.000000 Penalty: 2391.457764
	Iteration 51F: 3 clusters Score -1.602393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 22132 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26670 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35398 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132092 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13192 members 
Mstep: Class 20 contains 290454 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76643 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3205 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3922 members 
Mstep: Class 29 contains 2770 members 
Mstep: Class 30 contains 2163 members 
Entering Unmasked Estep 
Score: -38636752.000000 Penalty: 38505.800781
Splitting cluster 20 changes total score from -38636076.000000 to -38636752.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (13090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Entering Unmasked Estep 
Score: -704045.312500 Penalty: 900.562378
	Iteration 0F: 2 clusters Score -704045.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -695239.750000 Penalty: 1801.124756
	Iteration 0F: 3 clusters Score -695239.8 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -698431.250000 Penalty: 1801.124756
	Iteration 1F: 3 clusters Score -698431.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -698651.375000 Penalty: 1801.124756
	Iteration 2Q: 3 clusters Score -698651.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -698986.062500 Penalty: 1801.124756
	Iteration 3F: 3 clusters Score -698986.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -699416.812500 Penalty: 1801.124756
	Iteration 4F: 3 clusters Score -699416.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -699984.812500 Penalty: 1801.124756
	Iteration 5F: 3 clusters Score -699984.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -700704.500000 Penalty: 1801.124756
	Iteration 6F: 3 clusters Score -700704.5 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -701327.312500 Penalty: 1801.124756
	Iteration 7F: 3 clusters Score -701327.3 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -701936.812500 Penalty: 1801.124756
	Iteration 8F: 3 clusters Score -701936.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -702607.562500 Penalty: 1801.124756
	Iteration 9Q: 3 clusters Score -702607.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -703046.875000 Penalty: 1801.124756
	Iteration 10Q: 3 clusters Score -703046.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -703196.875000 Penalty: 1801.124756
	Iteration 11Q: 3 clusters Score -703196.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -703262.437500 Penalty: 1801.124756
	Iteration 12Q: 3 clusters Score -703262.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -703297.812500 Penalty: 1801.124756
	Iteration 13Q: 3 clusters Score -703297.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -703313.500000 Penalty: 1801.124756
	Iteration 14Q: 3 clusters Score -703313.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -703319.437500 Penalty: 1801.124756
	Iteration 15Q: 3 clusters Score -703319.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -703323.062500 Penalty: 1801.124756
	Iteration 16Q: 3 clusters Score -703323.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -703326.437500 Penalty: 1801.124756
	Iteration 17Q: 3 clusters Score -703326.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -703331.625000 Penalty: 1801.124756
	Iteration 18Q: 3 clusters Score -703331.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -703336.312500 Penalty: 1801.124756
	Iteration 19Q: 3 clusters Score -703336.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -703338.812500 Penalty: 1801.124756
	Iteration 20F: 3 clusters Score -703338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -703341.437500 Penalty: 1801.124756
	Iteration 21Q: 3 clusters Score -703341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -703344.500000 Penalty: 1801.124756
	Iteration 22Q: 3 clusters Score -703344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -703343.375000 Penalty: 1801.124756
	Iteration 23Q: 3 clusters Score -703343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -703345.187500 Penalty: 1801.124756
	Iteration 24Q: 3 clusters Score -703345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -703344.375000 Penalty: 1801.124756
	Iteration 25Q: 3 clusters Score -703344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -703345.687500 Penalty: 1801.124756
	Iteration 26Q: 3 clusters Score -703345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -703344.500000 Penalty: 1801.124756
	Iteration 27Q: 3 clusters Score -703344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -703345.000000 Penalty: 1801.124756
	Iteration 28Q: 3 clusters Score -703345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -703345.187500 Penalty: 1801.124756
	Iteration 29Q: 3 clusters Score -703345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -703345.187500 Penalty: 1801.124756
	Iteration 30F: 3 clusters Score -703345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Entering Unmasked Estep 
Score: -178134.812500 Penalty: 764.300476
	Iteration 0F: 2 clusters Score -178134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -175726.828125 Penalty: 1528.600952
	Iteration 0F: 3 clusters Score -175726.8 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -176476.218750 Penalty: 1528.600952
	Iteration 1F: 3 clusters Score -176476.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -176632.468750 Penalty: 1528.600952
	Iteration 2F: 3 clusters Score -176632.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -176749.375000 Penalty: 1528.600952
	Iteration 3F: 3 clusters Score -176749.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -176854.296875 Penalty: 1528.600952
	Iteration 4F: 3 clusters Score -176854.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -176959.859375 Penalty: 1528.600952
	Iteration 5Q: 3 clusters Score -176959.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -177054.375000 Penalty: 1528.600952
	Iteration 6Q: 3 clusters Score -177054.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -177136.859375 Penalty: 1528.600952
	Iteration 7Q: 3 clusters Score -177136.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -177197.062500 Penalty: 1528.600952
	Iteration 8Q: 3 clusters Score -177197.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -177238.062500 Penalty: 1528.600952
	Iteration 9Q: 3 clusters Score -177238.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -177263.953125 Penalty: 1528.600952
	Iteration 10Q: 3 clusters Score -177264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -177280.890625 Penalty: 1528.600952
	Iteration 11Q: 3 clusters Score -177280.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -177293.609375 Penalty: 1528.600952
	Iteration 12Q: 3 clusters Score -177293.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -177305.000000 Penalty: 1528.600952
	Iteration 13Q: 3 clusters Score -177305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -177316.671875 Penalty: 1528.600952
	Iteration 14Q: 3 clusters Score -177316.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -177326.328125 Penalty: 1528.600952
	Iteration 15Q: 3 clusters Score -177326.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -177337.171875 Penalty: 1528.600952
	Iteration 16Q: 3 clusters Score -177337.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -177344.078125 Penalty: 1528.600952
	Iteration 17Q: 3 clusters Score -177344.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -177353.937500 Penalty: 1528.600952
	Iteration 18Q: 3 clusters Score -177353.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -177363.562500 Penalty: 1528.600952
	Iteration 19Q: 3 clusters Score -177363.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -177374.781250 Penalty: 1528.600952
	Iteration 20F: 3 clusters Score -177374.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -177383.375000 Penalty: 1528.600952
	Iteration 21Q: 3 clusters Score -177383.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -177389.812500 Penalty: 1528.600952
	Iteration 22Q: 3 clusters Score -177389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -177393.250000 Penalty: 1528.600952
	Iteration 23Q: 3 clusters Score -177393.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -177397.406250 Penalty: 1528.600952
	Iteration 24Q: 3 clusters Score -177397.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -177402.906250 Penalty: 1528.600952
	Iteration 25Q: 3 clusters Score -177402.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -177411.093750 Penalty: 1528.600952
	Iteration 26Q: 3 clusters Score -177411.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -177417.156250 Penalty: 1528.600952
	Iteration 27Q: 3 clusters Score -177417.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -177422.781250 Penalty: 1528.600952
	Iteration 28Q: 3 clusters Score -177422.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -177429.296875 Penalty: 1528.600952
	Iteration 29Q: 3 clusters Score -177429.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -177435.500000 Penalty: 1528.600952
	Iteration 30Q: 3 clusters Score -177435.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -177443.218750 Penalty: 1528.600952
	Iteration 31Q: 3 clusters Score -177443.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -177451.171875 Penalty: 1528.600952
	Iteration 32Q: 3 clusters Score -177451.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -177458.203125 Penalty: 1528.600952
	Iteration 33Q: 3 clusters Score -177458.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -177466.578125 Penalty: 1528.600952
	Iteration 34Q: 3 clusters Score -177466.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -177477.343750 Penalty: 1528.600952
	Iteration 35Q: 3 clusters Score -177477.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -177491.937500 Penalty: 1528.600952
	Iteration 36Q: 3 clusters Score -177491.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -177509.468750 Penalty: 1528.600952
	Iteration 37Q: 3 clusters Score -177509.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -177526.296875 Penalty: 1528.600952
	Iteration 38Q: 3 clusters Score -177526.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -177547.187500 Penalty: 1528.600952
	Iteration 39Q: 3 clusters Score -177547.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -177570.234375 Penalty: 1528.600952
	Iteration 40F: 3 clusters Score -177570.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -177586.828125 Penalty: 1528.600952
	Iteration 41Q: 3 clusters Score -177586.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -177599.468750 Penalty: 1528.600952
	Iteration 42Q: 3 clusters Score -177599.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -177610.296875 Penalty: 1528.600952
	Iteration 43Q: 3 clusters Score -177610.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -177623.875000 Penalty: 1528.600952
	Iteration 44Q: 3 clusters Score -177623.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -177631.734375 Penalty: 1528.600952
	Iteration 45Q: 3 clusters Score -177631.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -177640.843750 Penalty: 1528.600952
	Iteration 46Q: 3 clusters Score -177640.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -177652.640625 Penalty: 1528.600952
	Iteration 47Q: 3 clusters Score -177652.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -177666.046875 Penalty: 1528.600952
	Iteration 48Q: 3 clusters Score -177666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -177674.656250 Penalty: 1528.600952
	Iteration 49Q: 3 clusters Score -177674.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -177682.796875 Penalty: 1528.600952
	Iteration 50Q: 3 clusters Score -177682.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -177688.546875 Penalty: 1528.600952
	Iteration 51Q: 3 clusters Score -177688.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -177697.390625 Penalty: 1528.600952
	Iteration 52Q: 3 clusters Score -177697.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -177703.500000 Penalty: 1528.600952
	Iteration 53Q: 3 clusters Score -177703.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -177709.859375 Penalty: 1528.600952
	Iteration 54Q: 3 clusters Score -177709.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -177716.796875 Penalty: 1528.600952
	Iteration 55Q: 3 clusters Score -177716.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -177720.859375 Penalty: 1528.600952
	Iteration 56Q: 3 clusters Score -177720.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -177725.875000 Penalty: 1528.600952
	Iteration 57Q: 3 clusters Score -177725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -177728.734375 Penalty: 1528.600952
	Iteration 58Q: 3 clusters Score -177728.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -177730.734375 Penalty: 1528.600952
	Iteration 59Q: 3 clusters Score -177730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -177730.875000 Penalty: 1528.600952
	Iteration 60F: 3 clusters Score -177730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -177731.093750 Penalty: 1528.600952
	Iteration 61Q: 3 clusters Score -177731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -177731.093750 Penalty: 1528.600952
	Iteration 62F: 3 clusters Score -177731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Entering Unmasked Estep 
Score: -4147181.500000 Penalty: 1068.456787
	Iteration 0F: 2 clusters Score -4147182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -4095933.750000 Penalty: 2136.913574
	Iteration 0F: 3 clusters Score -4095934 nChanged 36871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4117458.500000 Penalty: 2136.913574
	Iteration 1F: 3 clusters Score -4117458 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4118183.000000 Penalty: 2136.913574
	Iteration 2Q: 3 clusters Score -4118183 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4119108.500000 Penalty: 2136.913574
	Iteration 3Q: 3 clusters Score -4119108 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4120461.750000 Penalty: 2136.913574
	Iteration 4Q: 3 clusters Score -4120462 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4122342.500000 Penalty: 2136.913574
	Iteration 5F: 3 clusters Score -4122342 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -4124816.000000 Penalty: 2136.913574
	Iteration 6F: 3 clusters Score -4124816 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4128060.500000 Penalty: 2136.913574
	Iteration 7F: 3 clusters Score -4128060 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4131881.500000 Penalty: 2136.913574
	Iteration 8F: 3 clusters Score -4131882 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4135868.750000 Penalty: 2136.913574
	Iteration 9F: 3 clusters Score -4135869 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4139303.500000 Penalty: 2136.913574
	Iteration 10F: 3 clusters Score -4139304 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4141999.250000 Penalty: 2136.913574
	Iteration 11Q: 3 clusters Score -4141999 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4143797.500000 Penalty: 2136.913574
	Iteration 12Q: 3 clusters Score -4143798 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4144869.000000 Penalty: 2136.913574
	Iteration 13Q: 3 clusters Score -4144869 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4145480.750000 Penalty: 2136.913574
	Iteration 14Q: 3 clusters Score -4145481 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4145858.500000 Penalty: 2136.913574
	Iteration 15Q: 3 clusters Score -4145858 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4146052.500000 Penalty: 2136.913574
	Iteration 16Q: 3 clusters Score -4146052 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4146159.500000 Penalty: 2136.913574
	Iteration 17Q: 3 clusters Score -4146160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4146192.500000 Penalty: 2136.913574
	Iteration 18Q: 3 clusters Score -4146192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4146221.250000 Penalty: 2136.913574
	Iteration 19Q: 3 clusters Score -4146221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4146241.250000 Penalty: 2136.913574
	Iteration 20F: 3 clusters Score -4146241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4146263.500000 Penalty: 2136.913574
	Iteration 21Q: 3 clusters Score -4146264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4146270.750000 Penalty: 2136.913574
	Iteration 22Q: 3 clusters Score -4146271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4146288.500000 Penalty: 2136.913574
	Iteration 23Q: 3 clusters Score -4146288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4146296.500000 Penalty: 2136.913574
	Iteration 24Q: 3 clusters Score -4146296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4146311.250000 Penalty: 2136.913574
	Iteration 25Q: 3 clusters Score -4146311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4146319.000000 Penalty: 2136.913574
	Iteration 26Q: 3 clusters Score -4146319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4146324.000000 Penalty: 2136.913574
	Iteration 27Q: 3 clusters Score -4146324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4146348.750000 Penalty: 2136.913574
	Iteration 28Q: 3 clusters Score -4146349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4146358.000000 Penalty: 2136.913574
	Iteration 29Q: 3 clusters Score -4146358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4146360.500000 Penalty: 2136.913574
	Iteration 30Q: 3 clusters Score -4146360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4146365.250000 Penalty: 2136.913574
	Iteration 31Q: 3 clusters Score -4146365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4146367.750000 Penalty: 2136.913574
	Iteration 32Q: 3 clusters Score -4146368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4146367.750000 Penalty: 2136.913574
	Iteration 33F: 3 clusters Score -4146368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -134829.734375 Penalty: 743.890442
	Iteration 0F: 2 clusters Score -134829.7 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 1300 members 
Entering Unmasked Estep 
Score: -132837.734375 Penalty: 1487.780884
	Iteration 0F: 3 clusters Score -132837.7 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -133400.296875 Penalty: 1487.780884
	Iteration 1F: 3 clusters Score -133400.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -133534.312500 Penalty: 1487.780884
	Iteration 2F: 3 clusters Score -133534.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -133619.765625 Penalty: 1487.780884
	Iteration 3F: 3 clusters Score -133619.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -133672.515625 Penalty: 1487.780884
	Iteration 4Q: 3 clusters Score -133672.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -133739.406250 Penalty: 1487.780884
	Iteration 5Q: 3 clusters Score -133739.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -133809.078125 Penalty: 1487.780884
	Iteration 6Q: 3 clusters Score -133809.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -133886.437500 Penalty: 1487.780884
	Iteration 7Q: 3 clusters Score -133886.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -133952.812500 Penalty: 1487.780884
	Iteration 8Q: 3 clusters Score -133952.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -134026.656250 Penalty: 1487.780884
	Iteration 9Q: 3 clusters Score -134026.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -134074.984375 Penalty: 1487.780884
	Iteration 10Q: 3 clusters Score -134075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -134111.390625 Penalty: 1487.780884
	Iteration 11Q: 3 clusters Score -134111.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -134137.765625 Penalty: 1487.780884
	Iteration 12Q: 3 clusters Score -134137.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -134151.593750 Penalty: 1487.780884
	Iteration 13Q: 3 clusters Score -134151.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -134159.343750 Penalty: 1487.780884
	Iteration 14Q: 3 clusters Score -134159.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -134165.406250 Penalty: 1487.780884
	Iteration 15Q: 3 clusters Score -134165.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -134168.875000 Penalty: 1487.780884
	Iteration 16Q: 3 clusters Score -134168.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -134171.031250 Penalty: 1487.780884
	Iteration 17Q: 3 clusters Score -134171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -134172.203125 Penalty: 1487.780884
	Iteration 18Q: 3 clusters Score -134172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -134173.734375 Penalty: 1487.780884
	Iteration 19Q: 3 clusters Score -134173.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -134176.812500 Penalty: 1487.780884
	Iteration 20F: 3 clusters Score -134176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -134179.140625 Penalty: 1487.780884
	Iteration 21Q: 3 clusters Score -134179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -134180.859375 Penalty: 1487.780884
	Iteration 22Q: 3 clusters Score -134180.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -134182.328125 Penalty: 1487.780884
	Iteration 23Q: 3 clusters Score -134182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -134183.515625 Penalty: 1487.780884
	Iteration 24Q: 3 clusters Score -134183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -134185.250000 Penalty: 1487.780884
	Iteration 25Q: 3 clusters Score -134185.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -134186.437500 Penalty: 1487.780884
	Iteration 26Q: 3 clusters Score -134186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -134188.812500 Penalty: 1487.780884
	Iteration 27Q: 3 clusters Score -134188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -134189.921875 Penalty: 1487.780884
	Iteration 28Q: 3 clusters Score -134189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -134190.921875 Penalty: 1487.780884
	Iteration 29Q: 3 clusters Score -134190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -134191.750000 Penalty: 1487.780884
	Iteration 30Q: 3 clusters Score -134191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -134192.187500 Penalty: 1487.780884
	Iteration 31Q: 3 clusters Score -134192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -134192.375000 Penalty: 1487.780884
	Iteration 32Q: 3 clusters Score -134192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -134192.531250 Penalty: 1487.780884
	Iteration 33Q: 3 clusters Score -134192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -134192.921875 Penalty: 1487.780884
	Iteration 34Q: 3 clusters Score -134192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -134193.531250 Penalty: 1487.780884
	Iteration 35Q: 3 clusters Score -134193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -134194.500000 Penalty: 1487.780884
	Iteration 36Q: 3 clusters Score -134194.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -134197.093750 Penalty: 1487.780884
	Iteration 37Q: 3 clusters Score -134197.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -134200.140625 Penalty: 1487.780884
	Iteration 38Q: 3 clusters Score -134200.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -134206.296875 Penalty: 1487.780884
	Iteration 39Q: 3 clusters Score -134206.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -134215.640625 Penalty: 1487.780884
	Iteration 40F: 3 clusters Score -134215.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -134226.671875 Penalty: 1487.780884
	Iteration 41Q: 3 clusters Score -134226.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -134240.109375 Penalty: 1487.780884
	Iteration 42Q: 3 clusters Score -134240.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -134248.031250 Penalty: 1487.780884
	Iteration 43Q: 3 clusters Score -134248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -134257.406250 Penalty: 1487.780884
	Iteration 44Q: 3 clusters Score -134257.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -134264.781250 Penalty: 1487.780884
	Iteration 45Q: 3 clusters Score -134264.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -134273.156250 Penalty: 1487.780884
	Iteration 46Q: 3 clusters Score -134273.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -134281.000000 Penalty: 1487.780884
	Iteration 47Q: 3 clusters Score -134281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -134288.859375 Penalty: 1487.780884
	Iteration 48Q: 3 clusters Score -134288.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -134293.515625 Penalty: 1487.780884
	Iteration 49Q: 3 clusters Score -134293.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -134296.281250 Penalty: 1487.780884
	Iteration 50Q: 3 clusters Score -134296.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -134299.000000 Penalty: 1487.780884
	Iteration 51Q: 3 clusters Score -134299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -134301.484375 Penalty: 1487.780884
	Iteration 52Q: 3 clusters Score -134301.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -134303.453125 Penalty: 1487.780884
	Iteration 53Q: 3 clusters Score -134303.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -134304.937500 Penalty: 1487.780884
	Iteration 54Q: 3 clusters Score -134304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -134306.859375 Penalty: 1487.780884
	Iteration 55Q: 3 clusters Score -134306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -134307.343750 Penalty: 1487.780884
	Iteration 56Q: 3 clusters Score -134307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -134308.546875 Penalty: 1487.780884
	Iteration 57Q: 3 clusters Score -134308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -134310.500000 Penalty: 1487.780884
	Iteration 58Q: 3 clusters Score -134310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -134311.796875 Penalty: 1487.780884
	Iteration 59Q: 3 clusters Score -134311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -134312.812500 Penalty: 1487.780884
	Iteration 60F: 3 clusters Score -134312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -134314.593750 Penalty: 1487.780884
	Iteration 61Q: 3 clusters Score -134314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -134315.765625 Penalty: 1487.780884
	Iteration 62Q: 3 clusters Score -134315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -134316.812500 Penalty: 1487.780884
	Iteration 63Q: 3 clusters Score -134316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -134318.125000 Penalty: 1487.780884
	Iteration 64Q: 3 clusters Score -134318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -134318.125000 Penalty: 1487.780884
	Iteration 65F: 3 clusters Score -134318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -163544.109375 Penalty: 766.884460
	Iteration 0F: 2 clusters Score -163544.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -161128.578125 Penalty: 1533.768921
	Iteration 0F: 3 clusters Score -161128.6 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -162038.765625 Penalty: 1533.768921
	Iteration 1F: 3 clusters Score -162038.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -162314.234375 Penalty: 1533.768921
	Iteration 2F: 3 clusters Score -162314.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -162583.671875 Penalty: 1533.768921
	Iteration 3F: 3 clusters Score -162583.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -162824.328125 Penalty: 1533.768921
	Iteration 4F: 3 clusters Score -162824.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -163030.781250 Penalty: 1533.768921
	Iteration 5F: 3 clusters Score -163030.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -163159.000000 Penalty: 1533.768921
	Iteration 6Q: 3 clusters Score -163159 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -163233.578125 Penalty: 1533.768921
	Iteration 7Q: 3 clusters Score -163233.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -163280.906250 Penalty: 1533.768921
	Iteration 8Q: 3 clusters Score -163280.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -163311.734375 Penalty: 1533.768921
	Iteration 9Q: 3 clusters Score -163311.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -163328.578125 Penalty: 1533.768921
	Iteration 10Q: 3 clusters Score -163328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -163334.312500 Penalty: 1533.768921
	Iteration 11Q: 3 clusters Score -163334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -163336.343750 Penalty: 1533.768921
	Iteration 12Q: 3 clusters Score -163336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -163338.046875 Penalty: 1533.768921
	Iteration 13Q: 3 clusters Score -163338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -163338.843750 Penalty: 1533.768921
	Iteration 14Q: 3 clusters Score -163338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -163339.109375 Penalty: 1533.768921
	Iteration 15Q: 3 clusters Score -163339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -163339.109375 Penalty: 1533.768921
	Iteration 16F: 3 clusters Score -163339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -113294.953125 Penalty: 725.078064
	Iteration 0F: 2 clusters Score -113295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -111525.117188 Penalty: 1450.156128
	Iteration 0F: 3 clusters Score -111525.1 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -112035.703125 Penalty: 1450.156128
	Iteration 1F: 3 clusters Score -112035.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -112124.648438 Penalty: 1450.156128
	Iteration 2F: 3 clusters Score -112124.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -112186.070312 Penalty: 1450.156128
	Iteration 3F: 3 clusters Score -112186.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -112241.148438 Penalty: 1450.156128
	Iteration 4Q: 3 clusters Score -112241.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -112296.593750 Penalty: 1450.156128
	Iteration 5Q: 3 clusters Score -112296.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -112353.359375 Penalty: 1450.156128
	Iteration 6Q: 3 clusters Score -112353.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -112400.421875 Penalty: 1450.156128
	Iteration 7Q: 3 clusters Score -112400.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -112430.656250 Penalty: 1450.156128
	Iteration 8Q: 3 clusters Score -112430.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -112451.054688 Penalty: 1450.156128
	Iteration 9Q: 3 clusters Score -112451.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -112470.523438 Penalty: 1450.156128
	Iteration 10Q: 3 clusters Score -112470.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -112492.273438 Penalty: 1450.156128
	Iteration 11Q: 3 clusters Score -112492.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -112509.031250 Penalty: 1450.156128
	Iteration 12Q: 3 clusters Score -112509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -112522.460938 Penalty: 1450.156128
	Iteration 13Q: 3 clusters Score -112522.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -112541.351562 Penalty: 1450.156128
	Iteration 14Q: 3 clusters Score -112541.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -112556.007812 Penalty: 1450.156128
	Iteration 15Q: 3 clusters Score -112556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -112567.390625 Penalty: 1450.156128
	Iteration 16Q: 3 clusters Score -112567.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -112574.664062 Penalty: 1450.156128
	Iteration 17Q: 3 clusters Score -112574.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -112579.445312 Penalty: 1450.156128
	Iteration 18Q: 3 clusters Score -112579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -112581.968750 Penalty: 1450.156128
	Iteration 19Q: 3 clusters Score -112582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -112586.796875 Penalty: 1450.156128
	Iteration 20F: 3 clusters Score -112586.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -112596.476562 Penalty: 1450.156128
	Iteration 21Q: 3 clusters Score -112596.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -112606.140625 Penalty: 1450.156128
	Iteration 22Q: 3 clusters Score -112606.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -112614.929688 Penalty: 1450.156128
	Iteration 23Q: 3 clusters Score -112614.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -112621.546875 Penalty: 1450.156128
	Iteration 24Q: 3 clusters Score -112621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -112628.484375 Penalty: 1450.156128
	Iteration 25Q: 3 clusters Score -112628.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -112633.210938 Penalty: 1450.156128
	Iteration 26Q: 3 clusters Score -112633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -112638.828125 Penalty: 1450.156128
	Iteration 27Q: 3 clusters Score -112638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -112643.203125 Penalty: 1450.156128
	Iteration 28Q: 3 clusters Score -112643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -112649.835938 Penalty: 1450.156128
	Iteration 29Q: 3 clusters Score -112649.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -112655.101562 Penalty: 1450.156128
	Iteration 30Q: 3 clusters Score -112655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -112656.625000 Penalty: 1450.156128
	Iteration 31Q: 3 clusters Score -112656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -112656.968750 Penalty: 1450.156128
	Iteration 32Q: 3 clusters Score -112657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -112657.593750 Penalty: 1450.156128
	Iteration 33Q: 3 clusters Score -112657.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -112657.812500 Penalty: 1450.156128
	Iteration 34Q: 3 clusters Score -112657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -112658.156250 Penalty: 1450.156128
	Iteration 35Q: 3 clusters Score -112658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -112658.898438 Penalty: 1450.156128
	Iteration 36Q: 3 clusters Score -112658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -112659.437500 Penalty: 1450.156128
	Iteration 37Q: 3 clusters Score -112659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -112659.437500 Penalty: 1450.156128
	Iteration 38F: 3 clusters Score -112659.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -147418.265625 Penalty: 768.704590
	Iteration 0F: 2 clusters Score -147418.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -144932.921875 Penalty: 1537.409180
	Iteration 0F: 3 clusters Score -144932.9 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -145743.125000 Penalty: 1537.409180
	Iteration 1F: 3 clusters Score -145743.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -145985.625000 Penalty: 1537.409180
	Iteration 2F: 3 clusters Score -145985.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -146233.046875 Penalty: 1537.409180
	Iteration 3F: 3 clusters Score -146233 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -146484.109375 Penalty: 1537.409180
	Iteration 4F: 3 clusters Score -146484.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -146691.890625 Penalty: 1537.409180
	Iteration 5F: 3 clusters Score -146691.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -146822.453125 Penalty: 1537.409180
	Iteration 6F: 3 clusters Score -146822.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -146907.750000 Penalty: 1537.409180
	Iteration 7Q: 3 clusters Score -146907.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -146992.843750 Penalty: 1537.409180
	Iteration 8Q: 3 clusters Score -146992.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -147065.109375 Penalty: 1537.409180
	Iteration 9Q: 3 clusters Score -147065.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -147100.218750 Penalty: 1537.409180
	Iteration 10Q: 3 clusters Score -147100.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -147124.687500 Penalty: 1537.409180
	Iteration 11Q: 3 clusters Score -147124.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -147144.734375 Penalty: 1537.409180
	Iteration 12Q: 3 clusters Score -147144.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147154.437500 Penalty: 1537.409180
	Iteration 13Q: 3 clusters Score -147154.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -147161.468750 Penalty: 1537.409180
	Iteration 14Q: 3 clusters Score -147161.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -147164.843750 Penalty: 1537.409180
	Iteration 15Q: 3 clusters Score -147164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -147166.703125 Penalty: 1537.409180
	Iteration 16Q: 3 clusters Score -147166.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147169.296875 Penalty: 1537.409180
	Iteration 17Q: 3 clusters Score -147169.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -147172.609375 Penalty: 1537.409180
	Iteration 18Q: 3 clusters Score -147172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -147175.265625 Penalty: 1537.409180
	Iteration 19Q: 3 clusters Score -147175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -147177.312500 Penalty: 1537.409180
	Iteration 20F: 3 clusters Score -147177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -147178.171875 Penalty: 1537.409180
	Iteration 21Q: 3 clusters Score -147178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -147180.109375 Penalty: 1537.409180
	Iteration 22Q: 3 clusters Score -147180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -147180.546875 Penalty: 1537.409180
	Iteration 23Q: 3 clusters Score -147180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -147180.390625 Penalty: 1537.409180
	Iteration 24Q: 3 clusters Score -147180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -147180.843750 Penalty: 1537.409180
	Iteration 25Q: 3 clusters Score -147180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -147180.843750 Penalty: 1537.409180
	Iteration 26F: 3 clusters Score -147180.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -217565.703125 Penalty: 786.063904
	Iteration 0F: 2 clusters Score -217565.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -214640.656250 Penalty: 1572.127808
	Iteration 0F: 3 clusters Score -214640.7 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -215496.218750 Penalty: 1572.127808
	Iteration 1F: 3 clusters Score -215496.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -215642.156250 Penalty: 1572.127808
	Iteration 2F: 3 clusters Score -215642.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -215733.281250 Penalty: 1572.127808
	Iteration 3F: 3 clusters Score -215733.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -215813.609375 Penalty: 1572.127808
	Iteration 4Q: 3 clusters Score -215813.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -215880.375000 Penalty: 1572.127808
	Iteration 5Q: 3 clusters Score -215880.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -215943.593750 Penalty: 1572.127808
	Iteration 6Q: 3 clusters Score -215943.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -216001.109375 Penalty: 1572.127808
	Iteration 7Q: 3 clusters Score -216001.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -216059.734375 Penalty: 1572.127808
	Iteration 8Q: 3 clusters Score -216059.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -216119.953125 Penalty: 1572.127808
	Iteration 9Q: 3 clusters Score -216120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -216176.062500 Penalty: 1572.127808
	Iteration 10Q: 3 clusters Score -216176.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -216226.406250 Penalty: 1572.127808
	Iteration 11Q: 3 clusters Score -216226.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -216277.000000 Penalty: 1572.127808
	Iteration 12Q: 3 clusters Score -216277 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -216326.781250 Penalty: 1572.127808
	Iteration 13Q: 3 clusters Score -216326.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -216365.625000 Penalty: 1572.127808
	Iteration 14Q: 3 clusters Score -216365.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -216392.484375 Penalty: 1572.127808
	Iteration 15Q: 3 clusters Score -216392.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -216419.406250 Penalty: 1572.127808
	Iteration 16Q: 3 clusters Score -216419.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -216443.421875 Penalty: 1572.127808
	Iteration 17Q: 3 clusters Score -216443.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -216457.921875 Penalty: 1572.127808
	Iteration 18Q: 3 clusters Score -216457.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -216467.062500 Penalty: 1572.127808
	Iteration 19Q: 3 clusters Score -216467.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -216473.781250 Penalty: 1572.127808
	Iteration 20F: 3 clusters Score -216473.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -216481.890625 Penalty: 1572.127808
	Iteration 21Q: 3 clusters Score -216481.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -216487.000000 Penalty: 1572.127808
	Iteration 22Q: 3 clusters Score -216487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -216489.265625 Penalty: 1572.127808
	Iteration 23Q: 3 clusters Score -216489.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -216490.531250 Penalty: 1572.127808
	Iteration 24Q: 3 clusters Score -216490.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -216492.687500 Penalty: 1572.127808
	Iteration 25Q: 3 clusters Score -216492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -216493.000000 Penalty: 1572.127808
	Iteration 26Q: 3 clusters Score -216493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -216493.484375 Penalty: 1572.127808
	Iteration 27Q: 3 clusters Score -216493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -216493.843750 Penalty: 1572.127808
	Iteration 28Q: 3 clusters Score -216493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -216493.890625 Penalty: 1572.127808
	Iteration 29Q: 3 clusters Score -216493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -216494.718750 Penalty: 1572.127808
	Iteration 30Q: 3 clusters Score -216494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -216496.265625 Penalty: 1572.127808
	Iteration 31Q: 3 clusters Score -216496.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -216497.796875 Penalty: 1572.127808
	Iteration 32Q: 3 clusters Score -216497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -216499.953125 Penalty: 1572.127808
	Iteration 33Q: 3 clusters Score -216500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -216501.625000 Penalty: 1572.127808
	Iteration 34Q: 3 clusters Score -216501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -216503.984375 Penalty: 1572.127808
	Iteration 35Q: 3 clusters Score -216504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -216505.796875 Penalty: 1572.127808
	Iteration 36Q: 3 clusters Score -216505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -216505.843750 Penalty: 1572.127808
	Iteration 37Q: 3 clusters Score -216505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -216506.546875 Penalty: 1572.127808
	Iteration 38Q: 3 clusters Score -216506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -216506.796875 Penalty: 1572.127808
	Iteration 39Q: 3 clusters Score -216506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -216507.640625 Penalty: 1572.127808
	Iteration 40F: 3 clusters Score -216507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -216507.875000 Penalty: 1572.127808
	Iteration 41Q: 3 clusters Score -216507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -216508.703125 Penalty: 1572.127808
	Iteration 42Q: 3 clusters Score -216508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -216509.093750 Penalty: 1572.127808
	Iteration 43Q: 3 clusters Score -216509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -216509.093750 Penalty: 1572.127808
	Iteration 44F: 3 clusters Score -216509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -165286.625000 Penalty: 753.027222
	Iteration 0F: 2 clusters Score -165286.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -163094.984375 Penalty: 1506.054443
	Iteration 0F: 3 clusters Score -163095 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -163718.453125 Penalty: 1506.054443
	Iteration 1F: 3 clusters Score -163718.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -163814.796875 Penalty: 1506.054443
	Iteration 2F: 3 clusters Score -163814.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -163900.046875 Penalty: 1506.054443
	Iteration 3F: 3 clusters Score -163900 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -163996.531250 Penalty: 1506.054443
	Iteration 4F: 3 clusters Score -163996.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -164104.109375 Penalty: 1506.054443
	Iteration 5Q: 3 clusters Score -164104.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -164218.125000 Penalty: 1506.054443
	Iteration 6F: 3 clusters Score -164218.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -164318.265625 Penalty: 1506.054443
	Iteration 7F: 3 clusters Score -164318.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -164404.015625 Penalty: 1506.054443
	Iteration 8Q: 3 clusters Score -164404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -164460.109375 Penalty: 1506.054443
	Iteration 9Q: 3 clusters Score -164460.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -164486.093750 Penalty: 1506.054443
	Iteration 10Q: 3 clusters Score -164486.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -164505.531250 Penalty: 1506.054443
	Iteration 11Q: 3 clusters Score -164505.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -164527.828125 Penalty: 1506.054443
	Iteration 12Q: 3 clusters Score -164527.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -164542.250000 Penalty: 1506.054443
	Iteration 13Q: 3 clusters Score -164542.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -164548.234375 Penalty: 1506.054443
	Iteration 14Q: 3 clusters Score -164548.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -164554.531250 Penalty: 1506.054443
	Iteration 15Q: 3 clusters Score -164554.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -164562.296875 Penalty: 1506.054443
	Iteration 16Q: 3 clusters Score -164562.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -164569.359375 Penalty: 1506.054443
	Iteration 17Q: 3 clusters Score -164569.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -164574.250000 Penalty: 1506.054443
	Iteration 18Q: 3 clusters Score -164574.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -164579.812500 Penalty: 1506.054443
	Iteration 19Q: 3 clusters Score -164579.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -164585.406250 Penalty: 1506.054443
	Iteration 20F: 3 clusters Score -164585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -164589.000000 Penalty: 1506.054443
	Iteration 21Q: 3 clusters Score -164589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -164591.578125 Penalty: 1506.054443
	Iteration 22Q: 3 clusters Score -164591.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -164594.078125 Penalty: 1506.054443
	Iteration 23Q: 3 clusters Score -164594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -164597.359375 Penalty: 1506.054443
	Iteration 24Q: 3 clusters Score -164597.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -164600.515625 Penalty: 1506.054443
	Iteration 25Q: 3 clusters Score -164600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -164602.953125 Penalty: 1506.054443
	Iteration 26Q: 3 clusters Score -164603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -164605.812500 Penalty: 1506.054443
	Iteration 27Q: 3 clusters Score -164605.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -164610.171875 Penalty: 1506.054443
	Iteration 28Q: 3 clusters Score -164610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -164613.687500 Penalty: 1506.054443
	Iteration 29Q: 3 clusters Score -164613.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -164617.703125 Penalty: 1506.054443
	Iteration 30Q: 3 clusters Score -164617.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -164619.828125 Penalty: 1506.054443
	Iteration 31Q: 3 clusters Score -164619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -164620.843750 Penalty: 1506.054443
	Iteration 32Q: 3 clusters Score -164620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -164622.109375 Penalty: 1506.054443
	Iteration 33Q: 3 clusters Score -164622.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -164622.953125 Penalty: 1506.054443
	Iteration 34Q: 3 clusters Score -164623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -164625.000000 Penalty: 1506.054443
	Iteration 35Q: 3 clusters Score -164625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -164626.890625 Penalty: 1506.054443
	Iteration 36Q: 3 clusters Score -164626.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -164629.703125 Penalty: 1506.054443
	Iteration 37Q: 3 clusters Score -164629.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -164631.953125 Penalty: 1506.054443
	Iteration 38Q: 3 clusters Score -164632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -164633.625000 Penalty: 1506.054443
	Iteration 39Q: 3 clusters Score -164633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -164634.890625 Penalty: 1506.054443
	Iteration 40F: 3 clusters Score -164634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -164636.125000 Penalty: 1506.054443
	Iteration 41Q: 3 clusters Score -164636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -164638.375000 Penalty: 1506.054443
	Iteration 42Q: 3 clusters Score -164638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -164639.359375 Penalty: 1506.054443
	Iteration 43Q: 3 clusters Score -164639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -164640.546875 Penalty: 1506.054443
	Iteration 44Q: 3 clusters Score -164640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -164641.328125 Penalty: 1506.054443
	Iteration 45Q: 3 clusters Score -164641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -164642.265625 Penalty: 1506.054443
	Iteration 46Q: 3 clusters Score -164642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -164642.953125 Penalty: 1506.054443
	Iteration 47Q: 3 clusters Score -164643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -164644.421875 Penalty: 1506.054443
	Iteration 48Q: 3 clusters Score -164644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -164645.390625 Penalty: 1506.054443
	Iteration 49Q: 3 clusters Score -164645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -164646.171875 Penalty: 1506.054443
	Iteration 50Q: 3 clusters Score -164646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -164646.171875 Penalty: 1506.054443
	Iteration 51F: 3 clusters Score -164646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 22132 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 14478 members 
Mstep: Class 7 contains 26670 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35398 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132092 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13192 members 
Mstep: Class 20 contains 290454 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 76643 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3205 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3922 members 
Mstep: Class 29 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38636812.000000 Penalty: 38505.800781
Iteration 159Q: 31 clusters Score -3.863681e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4229 members 
Mstep: Class 3 contains 22216 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 14479 members 
Mstep: Class 7 contains 26667 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 35426 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 6660 members 
Mstep: Class 13 contains 29656 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132092 members 
Mstep: Class 16 contains 16381 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13239 members 
Mstep: Class 20 contains 290084 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 3132 members 
Mstep: Class 23 contains 76678 members 
Mstep: Class 24 contains 2515 members 
Mstep: Class 25 contains 3206 members 
Mstep: Class 26 contains 2069 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 2808 members 
Mstep: Class 30 contains 2161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637028.000000 Penalty: 38505.800781
Iteration 160F: 31 clusters Score -3.863703e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 22228 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26667 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 35436 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 6662 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132103 members 
Mstep: Class 16 contains 16447 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13248 members 
Mstep: Class 20 contains 289805 members 
Mstep: Class 21 contains 13084 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 76712 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 3203 members 
Mstep: Class 26 contains 2073 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 3919 members 
Mstep: Class 29 contains 2845 members 
Mstep: Class 30 contains 2243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637152.000000 Penalty: 38505.800781
Iteration 161Q: 31 clusters Score -3.863715e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 22229 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26665 members 
Mstep: Class 8 contains 4559 members 
Mstep: Class 9 contains 35445 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 6665 members 
Mstep: Class 13 contains 29648 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132106 members 
Mstep: Class 16 contains 16488 members 
Mstep: Class 17 contains 2287 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13259 members 
Mstep: Class 20 contains 289655 members 
Mstep: Class 21 contains 13075 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 76725 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3199 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 3270 members 
Mstep: Class 28 contains 3919 members 
Mstep: Class 29 contains 2871 members 
Mstep: Class 30 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637156.000000 Penalty: 38505.800781
Iteration 162Q: 31 clusters Score -3.863716e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4235 members 
Mstep: Class 3 contains 22237 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 14479 members 
Mstep: Class 7 contains 26661 members 
Mstep: Class 8 contains 4561 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 29652 members 
Mstep: Class 14 contains 3616 members 
Mstep: Class 15 contains 132113 members 
Mstep: Class 16 contains 16505 members 
Mstep: Class 17 contains 2291 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13281 members 
Mstep: Class 20 contains 289524 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 3147 members 
Mstep: Class 23 contains 76738 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 2078 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 3920 members 
Mstep: Class 29 contains 2888 members 
Mstep: Class 30 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637264.000000 Penalty: 38505.800781
Iteration 163Q: 31 clusters Score -3.863726e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4237 members 
Mstep: Class 3 contains 22230 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26660 members 
Mstep: Class 8 contains 4562 members 
Mstep: Class 9 contains 35444 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 29633 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132109 members 
Mstep: Class 16 contains 16522 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13292 members 
Mstep: Class 20 contains 289455 members 
Mstep: Class 21 contains 13067 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 76745 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2080 members 
Mstep: Class 27 contains 3278 members 
Mstep: Class 28 contains 3920 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 2385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637276.000000 Penalty: 38505.800781
Iteration 164Q: 31 clusters Score -3.863728e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 22227 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 1971 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26660 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 35445 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 29634 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132099 members 
Mstep: Class 16 contains 16530 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13302 members 
Mstep: Class 20 contains 289388 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 76749 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2080 members 
Mstep: Class 27 contains 3284 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637292.000000 Penalty: 38505.800781
Iteration 165Q: 31 clusters Score -3.863729e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 22223 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 1970 members 
Mstep: Class 6 contains 14481 members 
Mstep: Class 7 contains 26660 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 9 contains 35445 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 5714 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 29630 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132091 members 
Mstep: Class 16 contains 16534 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 289348 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 3148 members 
Mstep: Class 23 contains 76748 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 3922 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637316.000000 Penalty: 38505.800781
Iteration 166Q: 31 clusters Score -3.863732e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 22220 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 14481 members 
Mstep: Class 7 contains 26661 members 
Mstep: Class 8 contains 4566 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 5714 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29621 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132079 members 
Mstep: Class 16 contains 16531 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 289337 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 3150 members 
Mstep: Class 23 contains 76749 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3290 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2940 members 
Mstep: Class 30 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637340.000000 Penalty: 38505.800781
Iteration 167Q: 31 clusters Score -3.863734e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22217 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 1966 members 
Mstep: Class 6 contains 14481 members 
Mstep: Class 7 contains 26658 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 35445 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29604 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132073 members 
Mstep: Class 16 contains 16527 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 289330 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 3151 members 
Mstep: Class 23 contains 76755 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3293 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637308.000000 Penalty: 38505.800781
Iteration 168Q: 31 clusters Score -3.863731e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22216 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 14481 members 
Mstep: Class 7 contains 26657 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 35444 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5712 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 29581 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132073 members 
Mstep: Class 16 contains 16530 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 289317 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76756 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3294 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2960 members 
Mstep: Class 30 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637320.000000 Penalty: 38505.800781
Iteration 169Q: 31 clusters Score -3.863732e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22213 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 14481 members 
Mstep: Class 7 contains 26657 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35444 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 29569 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132073 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 289308 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 3151 members 
Mstep: Class 23 contains 76759 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3295 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2969 members 
Mstep: Class 30 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637308.000000 Penalty: 38505.800781
Iteration 170Q: 31 clusters Score -3.863731e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22213 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1962 members 
Mstep: Class 6 contains 14481 members 
Mstep: Class 7 contains 26657 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35444 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 29554 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132070 members 
Mstep: Class 16 contains 16533 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 289303 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76762 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3298 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2975 members 
Mstep: Class 30 contains 2508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637368.000000 Penalty: 38505.800781
Iteration 171Q: 31 clusters Score -3.863737e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22215 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1962 members 
Mstep: Class 6 contains 14481 members 
Mstep: Class 7 contains 26656 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35444 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29546 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132067 members 
Mstep: Class 16 contains 16532 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13313 members 
Mstep: Class 20 contains 289294 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3154 members 
Mstep: Class 23 contains 76764 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2981 members 
Mstep: Class 30 contains 2515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637348.000000 Penalty: 38505.800781
Iteration 172Q: 31 clusters Score -3.863735e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22216 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1961 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26656 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29542 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132066 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13314 members 
Mstep: Class 20 contains 289281 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3153 members 
Mstep: Class 23 contains 76766 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3303 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2985 members 
Mstep: Class 30 contains 2520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637344.000000 Penalty: 38505.800781
Iteration 173Q: 31 clusters Score -3.863734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1959 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26655 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5712 members 
Mstep: Class 12 contains 6672 members 
Mstep: Class 13 contains 29541 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132065 members 
Mstep: Class 16 contains 16539 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 289265 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3153 members 
Mstep: Class 23 contains 76768 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2989 members 
Mstep: Class 30 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637344.000000 Penalty: 38505.800781
Iteration 174Q: 31 clusters Score -3.863734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1960 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26654 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5712 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 29535 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132062 members 
Mstep: Class 16 contains 16545 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 289262 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3153 members 
Mstep: Class 23 contains 76770 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 2992 members 
Mstep: Class 30 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637360.000000 Penalty: 38505.800781
Iteration 175Q: 31 clusters Score -3.863736e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1958 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26653 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5712 members 
Mstep: Class 12 contains 6673 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132061 members 
Mstep: Class 16 contains 16549 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 289259 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76772 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2993 members 
Mstep: Class 30 contains 2528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637384.000000 Penalty: 38505.800781
Iteration 176Q: 31 clusters Score -3.863738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22216 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1956 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26655 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5712 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 29535 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16550 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 289253 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76774 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2994 members 
Mstep: Class 30 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637432.000000 Penalty: 38505.800781
Iteration 177Q: 31 clusters Score -3.863743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22215 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1956 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26653 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5712 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29534 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16549 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 289252 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76777 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637432.000000 Penalty: 38505.800781
Iteration 178Q: 31 clusters Score -3.863743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22215 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26652 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29531 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132059 members 
Mstep: Class 16 contains 16551 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 289249 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76782 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2996 members 
Mstep: Class 30 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637436.000000 Penalty: 38505.800781
Iteration 179Q: 31 clusters Score -3.863744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22215 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26653 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6669 members 
Mstep: Class 13 contains 29530 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132059 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 289245 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76783 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2998 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637404.000000 Penalty: 38505.800781
Iteration 180F: 31 clusters Score -3.86374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26652 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6669 members 
Mstep: Class 13 contains 29528 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289245 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76786 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 2999 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637416.000000 Penalty: 38505.800781
Iteration 181Q: 31 clusters Score -3.863742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26649 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6669 members 
Mstep: Class 13 contains 29528 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289243 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76789 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3001 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637432.000000 Penalty: 38505.800781
Iteration 182Q: 31 clusters Score -3.863743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26647 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6669 members 
Mstep: Class 13 contains 29527 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132059 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289243 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76792 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3002 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637400.000000 Penalty: 38505.800781
Iteration 183Q: 31 clusters Score -3.86374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29527 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132059 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289242 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637416.000000 Penalty: 38505.800781
Iteration 184Q: 31 clusters Score -3.863742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29526 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132059 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289241 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3005 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637416.000000 Penalty: 38505.800781
Iteration 185Q: 31 clusters Score -3.863742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29524 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132059 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289240 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637416.000000 Penalty: 38505.800781
Iteration 186Q: 31 clusters Score -3.863742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29523 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289240 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637416.000000 Penalty: 38505.800781
Iteration 187Q: 31 clusters Score -3.863742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29517 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289246 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637416.000000 Penalty: 38505.800781
Iteration 188Q: 31 clusters Score -3.863742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289251 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637404.000000 Penalty: 38505.800781
Iteration 189Q: 31 clusters Score -3.86374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289255 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637396.000000 Penalty: 38505.800781
Iteration 190Q: 31 clusters Score -3.86374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 289257 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637396.000000 Penalty: 38505.800781
Iteration 191Q: 31 clusters Score -3.86374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132060 members 
Mstep: Class 16 contains 16553 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 289257 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637388.000000 Penalty: 38505.800781
Iteration 192Q: 31 clusters Score -3.863739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132061 members 
Mstep: Class 16 contains 16554 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 289254 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637376.000000 Penalty: 38505.800781
Iteration 193Q: 31 clusters Score -3.863738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132061 members 
Mstep: Class 16 contains 16556 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 289252 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637384.000000 Penalty: 38505.800781
Iteration 194Q: 31 clusters Score -3.863738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22213 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132061 members 
Mstep: Class 16 contains 16558 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 289251 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637380.000000 Penalty: 38505.800781
Iteration 195Q: 31 clusters Score -3.863738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22212 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132061 members 
Mstep: Class 16 contains 16563 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 289247 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637384.000000 Penalty: 38505.800781
Iteration 196Q: 31 clusters Score -3.863738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22213 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132061 members 
Mstep: Class 16 contains 16564 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 289245 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637388.000000 Penalty: 38505.800781
Iteration 197Q: 31 clusters Score -3.863739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22213 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132059 members 
Mstep: Class 16 contains 16565 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 289246 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76793 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637388.000000 Penalty: 38505.800781
Iteration 198Q: 31 clusters Score -3.863739e+07 nChanged 4
Entering ConstructFrom: 
Score: -38637388.000000 Penalty: 38505.800781
Entering ConstructFrom: 
Trying to split cluster 1 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -274822.843750 Penalty: 810.921387
	Iteration 0F: 2 clusters Score -274822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -271158.125000 Penalty: 1621.842773
	Iteration 0F: 3 clusters Score -271158.1 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -272404.718750 Penalty: 1621.842773
	Iteration 1F: 3 clusters Score -272404.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -272745.750000 Penalty: 1621.842773
	Iteration 2F: 3 clusters Score -272745.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -273096.531250 Penalty: 1621.842773
	Iteration 3F: 3 clusters Score -273096.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -273399.750000 Penalty: 1621.842773
	Iteration 4F: 3 clusters Score -273399.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -273623.406250 Penalty: 1621.842773
	Iteration 5F: 3 clusters Score -273623.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -273775.656250 Penalty: 1621.842773
	Iteration 6F: 3 clusters Score -273775.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -273892.062500 Penalty: 1621.842773
	Iteration 7Q: 3 clusters Score -273892.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -273965.843750 Penalty: 1621.842773
	Iteration 8Q: 3 clusters Score -273965.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -274017.687500 Penalty: 1621.842773
	Iteration 9Q: 3 clusters Score -274017.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -274062.156250 Penalty: 1621.842773
	Iteration 10Q: 3 clusters Score -274062.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -274103.500000 Penalty: 1621.842773
	Iteration 11Q: 3 clusters Score -274103.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -274141.000000 Penalty: 1621.842773
	Iteration 12Q: 3 clusters Score -274141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -274172.250000 Penalty: 1621.842773
	Iteration 13Q: 3 clusters Score -274172.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -274190.125000 Penalty: 1621.842773
	Iteration 14Q: 3 clusters Score -274190.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -274198.593750 Penalty: 1621.842773
	Iteration 15Q: 3 clusters Score -274198.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274202.937500 Penalty: 1621.842773
	Iteration 16Q: 3 clusters Score -274202.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274206.593750 Penalty: 1621.842773
	Iteration 17Q: 3 clusters Score -274206.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274209.031250 Penalty: 1621.842773
	Iteration 18Q: 3 clusters Score -274209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -274209.781250 Penalty: 1621.842773
	Iteration 19Q: 3 clusters Score -274209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -274210.500000 Penalty: 1621.842773
	Iteration 20F: 3 clusters Score -274210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274211.375000 Penalty: 1621.842773
	Iteration 21Q: 3 clusters Score -274211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -274212.781250 Penalty: 1621.842773
	Iteration 22Q: 3 clusters Score -274212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -274215.125000 Penalty: 1621.842773
	Iteration 23Q: 3 clusters Score -274215.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -274215.968750 Penalty: 1621.842773
	Iteration 24Q: 3 clusters Score -274216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -274217.625000 Penalty: 1621.842773
	Iteration 25Q: 3 clusters Score -274217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -274219.593750 Penalty: 1621.842773
	Iteration 26Q: 3 clusters Score -274219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -274220.656250 Penalty: 1621.842773
	Iteration 27Q: 3 clusters Score -274220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -274220.593750 Penalty: 1621.842773
	Iteration 28Q: 3 clusters Score -274220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -274220.593750 Penalty: 1621.842773
	Iteration 29F: 3 clusters Score -274220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Entering Unmasked Estep 
Score: -201622.281250 Penalty: 793.515015
	Iteration 0F: 2 clusters Score -201622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -198498.203125 Penalty: 1587.030029
	Iteration 0F: 3 clusters Score -198498.2 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -199594.421875 Penalty: 1587.030029
	Iteration 1F: 3 clusters Score -199594.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -199757.796875 Penalty: 1587.030029
	Iteration 2F: 3 clusters Score -199757.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -199896.640625 Penalty: 1587.030029
	Iteration 3F: 3 clusters Score -199896.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -200017.796875 Penalty: 1587.030029
	Iteration 4F: 3 clusters Score -200017.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -200134.000000 Penalty: 1587.030029
	Iteration 5Q: 3 clusters Score -200134 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -200243.609375 Penalty: 1587.030029
	Iteration 6Q: 3 clusters Score -200243.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -200382.140625 Penalty: 1587.030029
	Iteration 7Q: 3 clusters Score -200382.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -200528.750000 Penalty: 1587.030029
	Iteration 8Q: 3 clusters Score -200528.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -200667.109375 Penalty: 1587.030029
	Iteration 9Q: 3 clusters Score -200667.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -200791.375000 Penalty: 1587.030029
	Iteration 10Q: 3 clusters Score -200791.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -200895.984375 Penalty: 1587.030029
	Iteration 11Q: 3 clusters Score -200896 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -200957.687500 Penalty: 1587.030029
	Iteration 12Q: 3 clusters Score -200957.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -201007.703125 Penalty: 1587.030029
	Iteration 13Q: 3 clusters Score -201007.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -201053.718750 Penalty: 1587.030029
	Iteration 14Q: 3 clusters Score -201053.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -201078.859375 Penalty: 1587.030029
	Iteration 15Q: 3 clusters Score -201078.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -201098.515625 Penalty: 1587.030029
	Iteration 16Q: 3 clusters Score -201098.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -201110.062500 Penalty: 1587.030029
	Iteration 17Q: 3 clusters Score -201110.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -201119.343750 Penalty: 1587.030029
	Iteration 18Q: 3 clusters Score -201119.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -201127.750000 Penalty: 1587.030029
	Iteration 19Q: 3 clusters Score -201127.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -201131.968750 Penalty: 1587.030029
	Iteration 20F: 3 clusters Score -201132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -201139.640625 Penalty: 1587.030029
	Iteration 21Q: 3 clusters Score -201139.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -201148.078125 Penalty: 1587.030029
	Iteration 22Q: 3 clusters Score -201148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -201152.796875 Penalty: 1587.030029
	Iteration 23Q: 3 clusters Score -201152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -201156.390625 Penalty: 1587.030029
	Iteration 24Q: 3 clusters Score -201156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -201157.687500 Penalty: 1587.030029
	Iteration 25Q: 3 clusters Score -201157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -201158.515625 Penalty: 1587.030029
	Iteration 26Q: 3 clusters Score -201158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -201158.515625 Penalty: 1587.030029
	Iteration 27F: 3 clusters Score -201158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Entering Unmasked Estep 
Score: -1101508.875000 Penalty: 950.805420
	Iteration 0F: 2 clusters Score -1101509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1086785.250000 Penalty: 1901.610840
	Iteration 0F: 3 clusters Score -1086785 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1092456.500000 Penalty: 1901.610840
	Iteration 1F: 3 clusters Score -1092456 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1092741.625000 Penalty: 1901.610840
	Iteration 2Q: 3 clusters Score -1092742 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1093034.875000 Penalty: 1901.610840
	Iteration 3Q: 3 clusters Score -1093035 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1093350.125000 Penalty: 1901.610840
	Iteration 4Q: 3 clusters Score -1093350 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1093686.000000 Penalty: 1901.610840
	Iteration 5Q: 3 clusters Score -1093686 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1094115.875000 Penalty: 1901.610840
	Iteration 6Q: 3 clusters Score -1094116 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1094647.125000 Penalty: 1901.610840
	Iteration 7Q: 3 clusters Score -1094647 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1095265.500000 Penalty: 1901.610840
	Iteration 8Q: 3 clusters Score -1095266 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1095945.750000 Penalty: 1901.610840
	Iteration 9Q: 3 clusters Score -1095946 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1096568.500000 Penalty: 1901.610840
	Iteration 10Q: 3 clusters Score -1096568 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1096970.750000 Penalty: 1901.610840
	Iteration 11Q: 3 clusters Score -1096971 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1097196.125000 Penalty: 1901.610840
	Iteration 12Q: 3 clusters Score -1097196 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1097304.000000 Penalty: 1901.610840
	Iteration 13Q: 3 clusters Score -1097304 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1097375.625000 Penalty: 1901.610840
	Iteration 14Q: 3 clusters Score -1097376 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1097437.250000 Penalty: 1901.610840
	Iteration 15Q: 3 clusters Score -1097437 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1097497.000000 Penalty: 1901.610840
	Iteration 16Q: 3 clusters Score -1097497 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1097544.500000 Penalty: 1901.610840
	Iteration 17Q: 3 clusters Score -1097544 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1097587.125000 Penalty: 1901.610840
	Iteration 18Q: 3 clusters Score -1097587 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1097624.625000 Penalty: 1901.610840
	Iteration 19Q: 3 clusters Score -1097625 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1097658.500000 Penalty: 1901.610840
	Iteration 20F: 3 clusters Score -1097658 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1097693.375000 Penalty: 1901.610840
	Iteration 21Q: 3 clusters Score -1097693 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1097728.500000 Penalty: 1901.610840
	Iteration 22Q: 3 clusters Score -1097728 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1097764.000000 Penalty: 1901.610840
	Iteration 23Q: 3 clusters Score -1097764 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1097800.250000 Penalty: 1901.610840
	Iteration 24Q: 3 clusters Score -1097800 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1097837.125000 Penalty: 1901.610840
	Iteration 25Q: 3 clusters Score -1097837 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1097871.750000 Penalty: 1901.610840
	Iteration 26Q: 3 clusters Score -1097872 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1097900.375000 Penalty: 1901.610840
	Iteration 27Q: 3 clusters Score -1097900 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1097939.250000 Penalty: 1901.610840
	Iteration 28Q: 3 clusters Score -1097939 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1097982.375000 Penalty: 1901.610840
	Iteration 29Q: 3 clusters Score -1097982 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1098016.750000 Penalty: 1901.610840
	Iteration 30Q: 3 clusters Score -1098017 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1098053.500000 Penalty: 1901.610840
	Iteration 31Q: 3 clusters Score -1098054 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1098097.250000 Penalty: 1901.610840
	Iteration 32Q: 3 clusters Score -1098097 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1098141.000000 Penalty: 1901.610840
	Iteration 33Q: 3 clusters Score -1098141 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1098198.625000 Penalty: 1901.610840
	Iteration 34Q: 3 clusters Score -1098199 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1098253.125000 Penalty: 1901.610840
	Iteration 35Q: 3 clusters Score -1098253 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1098307.000000 Penalty: 1901.610840
	Iteration 36Q: 3 clusters Score -1098307 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1098361.875000 Penalty: 1901.610840
	Iteration 37Q: 3 clusters Score -1098362 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1098404.250000 Penalty: 1901.610840
	Iteration 38Q: 3 clusters Score -1098404 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1098446.500000 Penalty: 1901.610840
	Iteration 39Q: 3 clusters Score -1098446 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1098484.625000 Penalty: 1901.610840
	Iteration 40F: 3 clusters Score -1098485 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1098527.750000 Penalty: 1901.610840
	Iteration 41Q: 3 clusters Score -1098528 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1098560.875000 Penalty: 1901.610840
	Iteration 42Q: 3 clusters Score -1098561 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1098588.750000 Penalty: 1901.610840
	Iteration 43Q: 3 clusters Score -1098589 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1098617.000000 Penalty: 1901.610840
	Iteration 44Q: 3 clusters Score -1098617 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1098643.125000 Penalty: 1901.610840
	Iteration 45Q: 3 clusters Score -1098643 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1098666.375000 Penalty: 1901.610840
	Iteration 46Q: 3 clusters Score -1098666 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1098684.500000 Penalty: 1901.610840
	Iteration 47Q: 3 clusters Score -1098684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1098700.375000 Penalty: 1901.610840
	Iteration 48Q: 3 clusters Score -1098700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1098711.500000 Penalty: 1901.610840
	Iteration 49Q: 3 clusters Score -1098712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1098719.750000 Penalty: 1901.610840
	Iteration 50Q: 3 clusters Score -1098720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1098732.750000 Penalty: 1901.610840
	Iteration 51Q: 3 clusters Score -1098733 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1098736.625000 Penalty: 1901.610840
	Iteration 52Q: 3 clusters Score -1098737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1098741.625000 Penalty: 1901.610840
	Iteration 53Q: 3 clusters Score -1098742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1098747.375000 Penalty: 1901.610840
	Iteration 54Q: 3 clusters Score -1098747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1098751.000000 Penalty: 1901.610840
	Iteration 55Q: 3 clusters Score -1098751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1098752.625000 Penalty: 1901.610840
	Iteration 56Q: 3 clusters Score -1098753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1098751.500000 Penalty: 1901.610840
	Iteration 57Q: 3 clusters Score -1098752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1098750.500000 Penalty: 1901.610840
	Iteration 58Q: 3 clusters Score -1098750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1098748.750000 Penalty: 1901.610840
	Iteration 59Q: 3 clusters Score -1098749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1098758.000000 Penalty: 1901.610840
	Iteration 60F: 3 clusters Score -1098758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1098762.000000 Penalty: 1901.610840
	Iteration 61Q: 3 clusters Score -1098762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1098763.875000 Penalty: 1901.610840
	Iteration 62Q: 3 clusters Score -1098764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1098765.000000 Penalty: 1901.610840
	Iteration 63Q: 3 clusters Score -1098765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1098763.625000 Penalty: 1901.610840
	Iteration 64Q: 3 clusters Score -1098764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1098768.625000 Penalty: 1901.610840
	Iteration 65Q: 3 clusters Score -1098769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1098776.125000 Penalty: 1901.610840
	Iteration 66Q: 3 clusters Score -1098776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1098784.375000 Penalty: 1901.610840
	Iteration 67Q: 3 clusters Score -1098784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1098788.000000 Penalty: 1901.610840
	Iteration 68Q: 3 clusters Score -1098788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1098794.875000 Penalty: 1901.610840
	Iteration 69Q: 3 clusters Score -1098795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1098801.875000 Penalty: 1901.610840
	Iteration 70Q: 3 clusters Score -1098802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1098811.125000 Penalty: 1901.610840
	Iteration 71Q: 3 clusters Score -1098811 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1098817.625000 Penalty: 1901.610840
	Iteration 72Q: 3 clusters Score -1098818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1098825.375000 Penalty: 1901.610840
	Iteration 73Q: 3 clusters Score -1098825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1098832.500000 Penalty: 1901.610840
	Iteration 74Q: 3 clusters Score -1098832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1098843.500000 Penalty: 1901.610840
	Iteration 75Q: 3 clusters Score -1098844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1098843.000000 Penalty: 1901.610840
	Iteration 76Q: 3 clusters Score -1098843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1098853.375000 Penalty: 1901.610840
	Iteration 77Q: 3 clusters Score -1098853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1098852.000000 Penalty: 1901.610840
	Iteration 78Q: 3 clusters Score -1098852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1098862.875000 Penalty: 1901.610840
	Iteration 79Q: 3 clusters Score -1098863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1098874.625000 Penalty: 1901.610840
	Iteration 80F: 3 clusters Score -1098875 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 9335 members 
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Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9086 members 
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Mstep: Class 2 contains 8973 members 
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Mstep: Class 2 contains 8747 members 
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Mstep: Class 2 contains 8612 members 
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Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1099561.500000 Penalty: 1901.610840
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Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 5750 members 
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Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4814 members 
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Mstep: Class 2 contains 4711 members 
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Mstep: Class 2 contains 4514 members 
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Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4338 members 
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Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 4251 members 
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Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1100163.875000 Penalty: 1901.610840
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Mstep: Class 2 contains 4067 members 
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Mstep: Class 2 contains 3816 members 
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Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 3736 members 
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Mstep: Class 1 contains 19681 members 
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Mstep: Class 1 contains 20078 members 
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Mstep: Class 2 contains 1547 members 
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	Iteration 159Q: 3 clusters Score -1100859 nChanged 35
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	Iteration 160F: 3 clusters Score -1100869 nChanged 34
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	Iteration 162Q: 3 clusters Score -1100885 nChanged 36
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	Iteration 163Q: 3 clusters Score -1100898 nChanged 33
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Score: -1100924.625000 Penalty: 1901.610840
	Iteration 165Q: 3 clusters Score -1100925 nChanged 32
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Mstep: Class 2 contains 1026 members 
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	Iteration 166Q: 3 clusters Score -1100931 nChanged 25
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	Iteration 167Q: 3 clusters Score -1100935 nChanged 21
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1100940 nChanged 17
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Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1100946 nChanged 9
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Mstep: Class 2 contains 970 members 
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	Iteration 170Q: 3 clusters Score -1100947 nChanged 3
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	Iteration 171Q: 3 clusters Score -1100947 nChanged 4
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Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1100949.250000 Penalty: 1901.610840
	Iteration 172Q: 3 clusters Score -1100949 nChanged 6
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1100952 nChanged 5
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	Iteration 174Q: 3 clusters Score -1100952 nChanged 4
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Entering Unmasked Estep 
Score: -1100952.000000 Penalty: 1901.610840
	Iteration 175Q: 3 clusters Score -1100952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1100953.625000 Penalty: 1901.610840
	Iteration 176Q: 3 clusters Score -1100954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1100954.375000 Penalty: 1901.610840
	Iteration 177Q: 3 clusters Score -1100954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1100955.125000 Penalty: 1901.610840
	Iteration 178Q: 3 clusters Score -1100955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1100956.250000 Penalty: 1901.610840
	Iteration 179Q: 3 clusters Score -1100956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1100956.250000 Penalty: 1901.610840
	Iteration 180F: 3 clusters Score -1100956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -242931.656250 Penalty: 798.658508
	Iteration 0F: 2 clusters Score -242931.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -239650.718750 Penalty: 1597.317017
	Iteration 0F: 3 clusters Score -239650.7 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -240637.421875 Penalty: 1597.317017
	Iteration 1F: 3 clusters Score -240637.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -240769.656250 Penalty: 1597.317017
	Iteration 2F: 3 clusters Score -240769.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -240861.421875 Penalty: 1597.317017
	Iteration 3Q: 3 clusters Score -240861.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -240940.968750 Penalty: 1597.317017
	Iteration 4Q: 3 clusters Score -240941 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -241035.531250 Penalty: 1597.317017
	Iteration 5Q: 3 clusters Score -241035.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -241168.234375 Penalty: 1597.317017
	Iteration 6Q: 3 clusters Score -241168.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -241329.343750 Penalty: 1597.317017
	Iteration 7F: 3 clusters Score -241329.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -241482.687500 Penalty: 1597.317017
	Iteration 8F: 3 clusters Score -241482.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -241614.703125 Penalty: 1597.317017
	Iteration 9Q: 3 clusters Score -241614.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -241736.468750 Penalty: 1597.317017
	Iteration 10Q: 3 clusters Score -241736.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -241847.187500 Penalty: 1597.317017
	Iteration 11Q: 3 clusters Score -241847.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -241975.109375 Penalty: 1597.317017
	Iteration 12Q: 3 clusters Score -241975.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -242075.671875 Penalty: 1597.317017
	Iteration 13Q: 3 clusters Score -242075.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -242159.937500 Penalty: 1597.317017
	Iteration 14Q: 3 clusters Score -242159.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -242209.078125 Penalty: 1597.317017
	Iteration 15Q: 3 clusters Score -242209.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -242243.703125 Penalty: 1597.317017
	Iteration 16Q: 3 clusters Score -242243.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -242263.859375 Penalty: 1597.317017
	Iteration 17Q: 3 clusters Score -242263.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -242273.359375 Penalty: 1597.317017
	Iteration 18Q: 3 clusters Score -242273.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -242279.406250 Penalty: 1597.317017
	Iteration 19Q: 3 clusters Score -242279.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -242282.296875 Penalty: 1597.317017
	Iteration 20F: 3 clusters Score -242282.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -242284.187500 Penalty: 1597.317017
	Iteration 21Q: 3 clusters Score -242284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -242285.359375 Penalty: 1597.317017
	Iteration 22Q: 3 clusters Score -242285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -242286.125000 Penalty: 1597.317017
	Iteration 23Q: 3 clusters Score -242286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -242286.312500 Penalty: 1597.317017
	Iteration 24Q: 3 clusters Score -242286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -242286.875000 Penalty: 1597.317017
	Iteration 25Q: 3 clusters Score -242286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -242287.015625 Penalty: 1597.317017
	Iteration 26Q: 3 clusters Score -242287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -242287.218750 Penalty: 1597.317017
	Iteration 27Q: 3 clusters Score -242287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -242287.218750 Penalty: 1597.317017
	Iteration 28F: 3 clusters Score -242287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -106093.234375 Penalty: 719.923828
	Iteration 0F: 2 clusters Score -106093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -104413.851562 Penalty: 1439.847656
	Iteration 0F: 3 clusters Score -104413.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -104879.312500 Penalty: 1439.847656
	Iteration 1F: 3 clusters Score -104879.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -104979.937500 Penalty: 1439.847656
	Iteration 2F: 3 clusters Score -104979.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -105054.617188 Penalty: 1439.847656
	Iteration 3F: 3 clusters Score -105054.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -105111.640625 Penalty: 1439.847656
	Iteration 4Q: 3 clusters Score -105111.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -105157.312500 Penalty: 1439.847656
	Iteration 5Q: 3 clusters Score -105157.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -105203.304688 Penalty: 1439.847656
	Iteration 6Q: 3 clusters Score -105203.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -105241.671875 Penalty: 1439.847656
	Iteration 7Q: 3 clusters Score -105241.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -105272.054688 Penalty: 1439.847656
	Iteration 8Q: 3 clusters Score -105272.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -105299.195312 Penalty: 1439.847656
	Iteration 9Q: 3 clusters Score -105299.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -105313.250000 Penalty: 1439.847656
	Iteration 10Q: 3 clusters Score -105313.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -105321.773438 Penalty: 1439.847656
	Iteration 11Q: 3 clusters Score -105321.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -105326.781250 Penalty: 1439.847656
	Iteration 12Q: 3 clusters Score -105326.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -105338.039062 Penalty: 1439.847656
	Iteration 13Q: 3 clusters Score -105338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -105350.851562 Penalty: 1439.847656
	Iteration 14Q: 3 clusters Score -105350.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -105357.796875 Penalty: 1439.847656
	Iteration 15Q: 3 clusters Score -105357.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -105366.015625 Penalty: 1439.847656
	Iteration 16Q: 3 clusters Score -105366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -105378.320312 Penalty: 1439.847656
	Iteration 17Q: 3 clusters Score -105378.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -105396.539062 Penalty: 1439.847656
	Iteration 18Q: 3 clusters Score -105396.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -105412.539062 Penalty: 1439.847656
	Iteration 19Q: 3 clusters Score -105412.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -105432.625000 Penalty: 1439.847656
	Iteration 20F: 3 clusters Score -105432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -105452.179688 Penalty: 1439.847656
	Iteration 21Q: 3 clusters Score -105452.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -105473.406250 Penalty: 1439.847656
	Iteration 22Q: 3 clusters Score -105473.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -105489.140625 Penalty: 1439.847656
	Iteration 23Q: 3 clusters Score -105489.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -105499.742188 Penalty: 1439.847656
	Iteration 24Q: 3 clusters Score -105499.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -105512.742188 Penalty: 1439.847656
	Iteration 25Q: 3 clusters Score -105512.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -105526.828125 Penalty: 1439.847656
	Iteration 26Q: 3 clusters Score -105526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -105534.773438 Penalty: 1439.847656
	Iteration 27Q: 3 clusters Score -105534.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -105547.156250 Penalty: 1439.847656
	Iteration 28Q: 3 clusters Score -105547.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -105559.914062 Penalty: 1439.847656
	Iteration 29Q: 3 clusters Score -105559.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -105568.835938 Penalty: 1439.847656
	Iteration 30Q: 3 clusters Score -105568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -105581.335938 Penalty: 1439.847656
	Iteration 31Q: 3 clusters Score -105581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -105592.703125 Penalty: 1439.847656
	Iteration 32Q: 3 clusters Score -105592.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -105604.976562 Penalty: 1439.847656
	Iteration 33Q: 3 clusters Score -105605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -105611.398438 Penalty: 1439.847656
	Iteration 34Q: 3 clusters Score -105611.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -105620.843750 Penalty: 1439.847656
	Iteration 35Q: 3 clusters Score -105620.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -105623.265625 Penalty: 1439.847656
	Iteration 36Q: 3 clusters Score -105623.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -105624.945312 Penalty: 1439.847656
	Iteration 37Q: 3 clusters Score -105624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -105625.835938 Penalty: 1439.847656
	Iteration 38Q: 3 clusters Score -105625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -105626.640625 Penalty: 1439.847656
	Iteration 39Q: 3 clusters Score -105626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -105627.859375 Penalty: 1439.847656
	Iteration 40F: 3 clusters Score -105627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -105629.648438 Penalty: 1439.847656
	Iteration 41Q: 3 clusters Score -105629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -105629.789062 Penalty: 1439.847656
	Iteration 42Q: 3 clusters Score -105629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -105630.375000 Penalty: 1439.847656
	Iteration 43Q: 3 clusters Score -105630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -105630.734375 Penalty: 1439.847656
	Iteration 44Q: 3 clusters Score -105630.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -105630.734375 Penalty: 1439.847656
	Iteration 45F: 3 clusters Score -105630.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Entering Unmasked Estep 
Score: -831525.562500 Penalty: 910.149719
	Iteration 0F: 2 clusters Score -831525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -821774.437500 Penalty: 1820.299438
	Iteration 0F: 3 clusters Score -821774.4 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -825386.312500 Penalty: 1820.299438
	Iteration 1F: 3 clusters Score -825386.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -825628.000000 Penalty: 1820.299438
	Iteration 2Q: 3 clusters Score -825628 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -825872.250000 Penalty: 1820.299438
	Iteration 3Q: 3 clusters Score -825872.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -826159.000000 Penalty: 1820.299438
	Iteration 4Q: 3 clusters Score -826159 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -826484.750000 Penalty: 1820.299438
	Iteration 5Q: 3 clusters Score -826484.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -826830.750000 Penalty: 1820.299438
	Iteration 6Q: 3 clusters Score -826830.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -827194.437500 Penalty: 1820.299438
	Iteration 7Q: 3 clusters Score -827194.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -827608.312500 Penalty: 1820.299438
	Iteration 8Q: 3 clusters Score -827608.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -828089.125000 Penalty: 1820.299438
	Iteration 9F: 3 clusters Score -828089.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -828561.312500 Penalty: 1820.299438
	Iteration 10F: 3 clusters Score -828561.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -829040.687500 Penalty: 1820.299438
	Iteration 11Q: 3 clusters Score -829040.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -829516.375000 Penalty: 1820.299438
	Iteration 12Q: 3 clusters Score -829516.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -829915.937500 Penalty: 1820.299438
	Iteration 13Q: 3 clusters Score -829915.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -830211.375000 Penalty: 1820.299438
	Iteration 14Q: 3 clusters Score -830211.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -830400.875000 Penalty: 1820.299438
	Iteration 15Q: 3 clusters Score -830400.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -830527.937500 Penalty: 1820.299438
	Iteration 16Q: 3 clusters Score -830527.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -830600.875000 Penalty: 1820.299438
	Iteration 17Q: 3 clusters Score -830600.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -830655.312500 Penalty: 1820.299438
	Iteration 18Q: 3 clusters Score -830655.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -830695.125000 Penalty: 1820.299438
	Iteration 19Q: 3 clusters Score -830695.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -830714.312500 Penalty: 1820.299438
	Iteration 20F: 3 clusters Score -830714.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -830729.937500 Penalty: 1820.299438
	Iteration 21Q: 3 clusters Score -830729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -830740.937500 Penalty: 1820.299438
	Iteration 22Q: 3 clusters Score -830740.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -830749.000000 Penalty: 1820.299438
	Iteration 23Q: 3 clusters Score -830749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -830751.187500 Penalty: 1820.299438
	Iteration 24Q: 3 clusters Score -830751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -830751.875000 Penalty: 1820.299438
	Iteration 25Q: 3 clusters Score -830751.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -830751.875000 Penalty: 1820.299438
	Iteration 26F: 3 clusters Score -830751.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Entering Unmasked Estep 
Score: -1428013.000000 Penalty: 968.083923
	Iteration 0F: 2 clusters Score -1428013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1410248.375000 Penalty: 1936.167847
	Iteration 0F: 3 clusters Score -1410248 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1417601.875000 Penalty: 1936.167847
	Iteration 1F: 3 clusters Score -1417602 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1418422.750000 Penalty: 1936.167847
	Iteration 2F: 3 clusters Score -1418423 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -1419453.625000 Penalty: 1936.167847
	Iteration 3F: 3 clusters Score -1419454 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1420554.000000 Penalty: 1936.167847
	Iteration 4F: 3 clusters Score -1420554 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -1421721.000000 Penalty: 1936.167847
	Iteration 5F: 3 clusters Score -1421721 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -1423009.125000 Penalty: 1936.167847
	Iteration 6F: 3 clusters Score -1423009 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -1424210.375000 Penalty: 1936.167847
	Iteration 7F: 3 clusters Score -1424210 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -1425223.000000 Penalty: 1936.167847
	Iteration 8Q: 3 clusters Score -1425223 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -1425973.375000 Penalty: 1936.167847
	Iteration 9Q: 3 clusters Score -1425973 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -1426484.125000 Penalty: 1936.167847
	Iteration 10Q: 3 clusters Score -1426484 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -1426803.875000 Penalty: 1936.167847
	Iteration 11Q: 3 clusters Score -1426804 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -1426980.375000 Penalty: 1936.167847
	Iteration 12Q: 3 clusters Score -1426980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -1427075.000000 Penalty: 1936.167847
	Iteration 13Q: 3 clusters Score -1427075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -1427146.375000 Penalty: 1936.167847
	Iteration 14Q: 3 clusters Score -1427146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -1427210.500000 Penalty: 1936.167847
	Iteration 15Q: 3 clusters Score -1427210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -1427242.625000 Penalty: 1936.167847
	Iteration 16Q: 3 clusters Score -1427243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -1427321.375000 Penalty: 1936.167847
	Iteration 17Q: 3 clusters Score -1427321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -1427400.125000 Penalty: 1936.167847
	Iteration 18Q: 3 clusters Score -1427400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -1427467.125000 Penalty: 1936.167847
	Iteration 19Q: 3 clusters Score -1427467 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -1427519.625000 Penalty: 1936.167847
	Iteration 20F: 3 clusters Score -1427520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -1427565.625000 Penalty: 1936.167847
	Iteration 21Q: 3 clusters Score -1427566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -1427605.125000 Penalty: 1936.167847
	Iteration 22Q: 3 clusters Score -1427605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -1427633.250000 Penalty: 1936.167847
	Iteration 23Q: 3 clusters Score -1427633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -1427661.500000 Penalty: 1936.167847
	Iteration 24Q: 3 clusters Score -1427662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -1427685.250000 Penalty: 1936.167847
	Iteration 25Q: 3 clusters Score -1427685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -1427697.375000 Penalty: 1936.167847
	Iteration 26Q: 3 clusters Score -1427697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -1427703.250000 Penalty: 1936.167847
	Iteration 27Q: 3 clusters Score -1427703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -1427706.000000 Penalty: 1936.167847
	Iteration 28Q: 3 clusters Score -1427706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -1427709.000000 Penalty: 1936.167847
	Iteration 29Q: 3 clusters Score -1427709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -1427712.250000 Penalty: 1936.167847
	Iteration 30Q: 3 clusters Score -1427712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -1427712.875000 Penalty: 1936.167847
	Iteration 31Q: 3 clusters Score -1427713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -1427716.750000 Penalty: 1936.167847
	Iteration 32Q: 3 clusters Score -1427717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -1427717.500000 Penalty: 1936.167847
	Iteration 33Q: 3 clusters Score -1427718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -1427718.250000 Penalty: 1936.167847
	Iteration 34Q: 3 clusters Score -1427718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -1427718.000000 Penalty: 1936.167847
	Iteration 35Q: 3 clusters Score -1427718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -1427717.625000 Penalty: 1936.167847
	Iteration 36Q: 3 clusters Score -1427718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -1427718.375000 Penalty: 1936.167847
	Iteration 37Q: 3 clusters Score -1427718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -1427718.875000 Penalty: 1936.167847
	Iteration 38Q: 3 clusters Score -1427719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -1427718.875000 Penalty: 1936.167847
	Iteration 39F: 3 clusters Score -1427719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -246782.500000 Penalty: 800.632019
	Iteration 0F: 2 clusters Score -246782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -243449.234375 Penalty: 1601.264038
	Iteration 0F: 3 clusters Score -243449.2 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -244503.312500 Penalty: 1601.264038
	Iteration 1F: 3 clusters Score -244503.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -244654.781250 Penalty: 1601.264038
	Iteration 2F: 3 clusters Score -244654.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -244782.796875 Penalty: 1601.264038
	Iteration 3F: 3 clusters Score -244782.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -244924.687500 Penalty: 1601.264038
	Iteration 4F: 3 clusters Score -244924.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -245083.656250 Penalty: 1601.264038
	Iteration 5F: 3 clusters Score -245083.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -245273.937500 Penalty: 1601.264038
	Iteration 6F: 3 clusters Score -245273.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -245493.218750 Penalty: 1601.264038
	Iteration 7F: 3 clusters Score -245493.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -245689.968750 Penalty: 1601.264038
	Iteration 8F: 3 clusters Score -245690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -245814.718750 Penalty: 1601.264038
	Iteration 9Q: 3 clusters Score -245814.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -245905.843750 Penalty: 1601.264038
	Iteration 10Q: 3 clusters Score -245905.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -245977.046875 Penalty: 1601.264038
	Iteration 11Q: 3 clusters Score -245977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -246020.906250 Penalty: 1601.264038
	Iteration 12Q: 3 clusters Score -246020.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -246053.625000 Penalty: 1601.264038
	Iteration 13Q: 3 clusters Score -246053.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -246076.250000 Penalty: 1601.264038
	Iteration 14Q: 3 clusters Score -246076.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -246091.156250 Penalty: 1601.264038
	Iteration 15Q: 3 clusters Score -246091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -246098.187500 Penalty: 1601.264038
	Iteration 16Q: 3 clusters Score -246098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -246102.515625 Penalty: 1601.264038
	Iteration 17Q: 3 clusters Score -246102.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -246109.359375 Penalty: 1601.264038
	Iteration 18Q: 3 clusters Score -246109.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -246115.843750 Penalty: 1601.264038
	Iteration 19Q: 3 clusters Score -246115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -246120.343750 Penalty: 1601.264038
	Iteration 20F: 3 clusters Score -246120.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -246127.375000 Penalty: 1601.264038
	Iteration 21Q: 3 clusters Score -246127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -246135.468750 Penalty: 1601.264038
	Iteration 22Q: 3 clusters Score -246135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -246138.859375 Penalty: 1601.264038
	Iteration 23Q: 3 clusters Score -246138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -246141.390625 Penalty: 1601.264038
	Iteration 24Q: 3 clusters Score -246141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -246142.203125 Penalty: 1601.264038
	Iteration 25Q: 3 clusters Score -246142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -246143.937500 Penalty: 1601.264038
	Iteration 26Q: 3 clusters Score -246143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -246145.406250 Penalty: 1601.264038
	Iteration 27Q: 3 clusters Score -246145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -246148.453125 Penalty: 1601.264038
	Iteration 28Q: 3 clusters Score -246148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -246149.109375 Penalty: 1601.264038
	Iteration 29Q: 3 clusters Score -246149.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -246149.109375 Penalty: 1601.264038
	Iteration 30F: 3 clusters Score -246149.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Entering Unmasked Estep 
Score: -2031146.750000 Penalty: 995.197693
	Iteration 0F: 2 clusters Score -2031147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2007512.750000 Penalty: 1990.395386
	Iteration 0F: 3 clusters Score -2007513 nChanged 16769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2017227.875000 Penalty: 1990.395386
	Iteration 1F: 3 clusters Score -2017228 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2017838.250000 Penalty: 1990.395386
	Iteration 2Q: 3 clusters Score -2017838 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2018856.250000 Penalty: 1990.395386
	Iteration 3F: 3 clusters Score -2018856 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2020510.125000 Penalty: 1990.395386
	Iteration 4F: 3 clusters Score -2020510 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -2022825.125000 Penalty: 1990.395386
	Iteration 5F: 3 clusters Score -2022825 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -2025280.625000 Penalty: 1990.395386
	Iteration 6F: 3 clusters Score -2025281 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -2027348.000000 Penalty: 1990.395386
	Iteration 7F: 3 clusters Score -2027348 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -2028707.250000 Penalty: 1990.395386
	Iteration 8Q: 3 clusters Score -2028707 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -2029458.375000 Penalty: 1990.395386
	Iteration 9Q: 3 clusters Score -2029458 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -2029877.625000 Penalty: 1990.395386
	Iteration 10Q: 3 clusters Score -2029878 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -2030077.250000 Penalty: 1990.395386
	Iteration 11Q: 3 clusters Score -2030077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -2030171.375000 Penalty: 1990.395386
	Iteration 12Q: 3 clusters Score -2030171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -2030221.125000 Penalty: 1990.395386
	Iteration 13Q: 3 clusters Score -2030221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -2030249.625000 Penalty: 1990.395386
	Iteration 14Q: 3 clusters Score -2030250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -2030262.000000 Penalty: 1990.395386
	Iteration 15Q: 3 clusters Score -2030262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -2030269.125000 Penalty: 1990.395386
	Iteration 16Q: 3 clusters Score -2030269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -2030274.625000 Penalty: 1990.395386
	Iteration 17Q: 3 clusters Score -2030275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -2030279.000000 Penalty: 1990.395386
	Iteration 18Q: 3 clusters Score -2030279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -2030279.125000 Penalty: 1990.395386
	Iteration 19Q: 3 clusters Score -2030279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -2030279.125000 Penalty: 1990.395386
	Iteration 20F: 3 clusters Score -2030279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -57219.843750 Penalty: 661.772339
	Iteration 0F: 2 clusters Score -57219.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -56130.601562 Penalty: 1323.544678
	Iteration 0F: 3 clusters Score -56130.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -56397.203125 Penalty: 1323.544678
	Iteration 1F: 3 clusters Score -56397.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -56468.613281 Penalty: 1323.544678
	Iteration 2F: 3 clusters Score -56468.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -56508.722656 Penalty: 1323.544678
	Iteration 3Q: 3 clusters Score -56508.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -56530.968750 Penalty: 1323.544678
	Iteration 4Q: 3 clusters Score -56530.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -56541.738281 Penalty: 1323.544678
	Iteration 5Q: 3 clusters Score -56541.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -56546.140625 Penalty: 1323.544678
	Iteration 6Q: 3 clusters Score -56546.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -56549.886719 Penalty: 1323.544678
	Iteration 7Q: 3 clusters Score -56549.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56552.746094 Penalty: 1323.544678
	Iteration 8Q: 3 clusters Score -56552.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -56557.078125 Penalty: 1323.544678
	Iteration 9Q: 3 clusters Score -56557.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -56561.343750 Penalty: 1323.544678
	Iteration 10Q: 3 clusters Score -56561.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -56566.867188 Penalty: 1323.544678
	Iteration 11Q: 3 clusters Score -56566.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -56571.609375 Penalty: 1323.544678
	Iteration 12Q: 3 clusters Score -56571.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -56573.851562 Penalty: 1323.544678
	Iteration 13Q: 3 clusters Score -56573.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -56575.023438 Penalty: 1323.544678
	Iteration 14Q: 3 clusters Score -56575.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -56576.937500 Penalty: 1323.544678
	Iteration 15Q: 3 clusters Score -56576.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -56577.644531 Penalty: 1323.544678
	Iteration 16Q: 3 clusters Score -56577.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -56578.261719 Penalty: 1323.544678
	Iteration 17Q: 3 clusters Score -56578.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -56578.667969 Penalty: 1323.544678
	Iteration 18Q: 3 clusters Score -56578.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -56579.476562 Penalty: 1323.544678
	Iteration 19Q: 3 clusters Score -56579.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -56580.175781 Penalty: 1323.544678
	Iteration 20F: 3 clusters Score -56580.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -56580.925781 Penalty: 1323.544678
	Iteration 21Q: 3 clusters Score -56580.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56581.386719 Penalty: 1323.544678
	Iteration 22Q: 3 clusters Score -56581.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -56581.640625 Penalty: 1323.544678
	Iteration 23Q: 3 clusters Score -56581.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -56581.640625 Penalty: 1323.544678
	Iteration 24F: 3 clusters Score -56581.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -289729.250000 Penalty: 821.764160
	Iteration 0F: 2 clusters Score -289729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -285649.375000 Penalty: 1643.528320
	Iteration 0F: 3 clusters Score -285649.4 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -286954.812500 Penalty: 1643.528320
	Iteration 1F: 3 clusters Score -286954.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -287143.531250 Penalty: 1643.528320
	Iteration 2F: 3 clusters Score -287143.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -287280.843750 Penalty: 1643.528320
	Iteration 3F: 3 clusters Score -287280.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -287402.031250 Penalty: 1643.528320
	Iteration 4Q: 3 clusters Score -287402 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -287533.500000 Penalty: 1643.528320
	Iteration 5Q: 3 clusters Score -287533.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -287672.531250 Penalty: 1643.528320
	Iteration 6Q: 3 clusters Score -287672.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -287815.156250 Penalty: 1643.528320
	Iteration 7Q: 3 clusters Score -287815.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -287968.093750 Penalty: 1643.528320
	Iteration 8Q: 3 clusters Score -287968.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -288143.562500 Penalty: 1643.528320
	Iteration 9Q: 3 clusters Score -288143.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -288300.781250 Penalty: 1643.528320
	Iteration 10Q: 3 clusters Score -288300.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -288429.250000 Penalty: 1643.528320
	Iteration 11Q: 3 clusters Score -288429.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -288590.625000 Penalty: 1643.528320
	Iteration 12Q: 3 clusters Score -288590.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -288725.843750 Penalty: 1643.528320
	Iteration 13Q: 3 clusters Score -288725.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -288809.687500 Penalty: 1643.528320
	Iteration 14Q: 3 clusters Score -288809.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -288879.093750 Penalty: 1643.528320
	Iteration 15Q: 3 clusters Score -288879.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -288927.312500 Penalty: 1643.528320
	Iteration 16Q: 3 clusters Score -288927.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -288976.093750 Penalty: 1643.528320
	Iteration 17Q: 3 clusters Score -288976.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -289003.656250 Penalty: 1643.528320
	Iteration 18Q: 3 clusters Score -289003.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -289023.750000 Penalty: 1643.528320
	Iteration 19Q: 3 clusters Score -289023.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -289041.187500 Penalty: 1643.528320
	Iteration 20F: 3 clusters Score -289041.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -289052.281250 Penalty: 1643.528320
	Iteration 21Q: 3 clusters Score -289052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -289057.125000 Penalty: 1643.528320
	Iteration 22Q: 3 clusters Score -289057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -289059.125000 Penalty: 1643.528320
	Iteration 23Q: 3 clusters Score -289059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -289062.718750 Penalty: 1643.528320
	Iteration 24Q: 3 clusters Score -289062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -289065.312500 Penalty: 1643.528320
	Iteration 25Q: 3 clusters Score -289065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -289067.687500 Penalty: 1643.528320
	Iteration 26Q: 3 clusters Score -289067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -289069.406250 Penalty: 1643.528320
	Iteration 27Q: 3 clusters Score -289069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -289070.625000 Penalty: 1643.528320
	Iteration 28Q: 3 clusters Score -289070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -289071.375000 Penalty: 1643.528320
	Iteration 29Q: 3 clusters Score -289071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -289072.125000 Penalty: 1643.528320
	Iteration 30Q: 3 clusters Score -289072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -289072.406250 Penalty: 1643.528320
	Iteration 31Q: 3 clusters Score -289072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -289072.406250 Penalty: 1643.528320
	Iteration 32F: 3 clusters Score -289072.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -305493.531250 Penalty: 836.510620
	Iteration 0F: 2 clusters Score -305493.5 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 3349 members 
Entering Unmasked Estep 
Score: -300804.968750 Penalty: 1673.021240
	Iteration 0F: 3 clusters Score -300805 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -302831.531250 Penalty: 1673.021240
	Iteration 1F: 3 clusters Score -302831.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -303309.125000 Penalty: 1673.021240
	Iteration 2F: 3 clusters Score -303309.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -303642.406250 Penalty: 1673.021240
	Iteration 3F: 3 clusters Score -303642.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -303869.187500 Penalty: 1673.021240
	Iteration 4F: 3 clusters Score -303869.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -304006.062500 Penalty: 1673.021240
	Iteration 5Q: 3 clusters Score -304006.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -304109.562500 Penalty: 1673.021240
	Iteration 6Q: 3 clusters Score -304109.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -304186.218750 Penalty: 1673.021240
	Iteration 7Q: 3 clusters Score -304186.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -304250.375000 Penalty: 1673.021240
	Iteration 8Q: 3 clusters Score -304250.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -304317.406250 Penalty: 1673.021240
	Iteration 9Q: 3 clusters Score -304317.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -304388.906250 Penalty: 1673.021240
	Iteration 10Q: 3 clusters Score -304388.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -304456.500000 Penalty: 1673.021240
	Iteration 11Q: 3 clusters Score -304456.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -304528.750000 Penalty: 1673.021240
	Iteration 12Q: 3 clusters Score -304528.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -304603.718750 Penalty: 1673.021240
	Iteration 13Q: 3 clusters Score -304603.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -304669.656250 Penalty: 1673.021240
	Iteration 14Q: 3 clusters Score -304669.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -304731.875000 Penalty: 1673.021240
	Iteration 15Q: 3 clusters Score -304731.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -304784.375000 Penalty: 1673.021240
	Iteration 16Q: 3 clusters Score -304784.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -304819.656250 Penalty: 1673.021240
	Iteration 17Q: 3 clusters Score -304819.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -304849.093750 Penalty: 1673.021240
	Iteration 18Q: 3 clusters Score -304849.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -304871.687500 Penalty: 1673.021240
	Iteration 19Q: 3 clusters Score -304871.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -304896.156250 Penalty: 1673.021240
	Iteration 20F: 3 clusters Score -304896.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -304922.531250 Penalty: 1673.021240
	Iteration 21Q: 3 clusters Score -304922.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -304947.656250 Penalty: 1673.021240
	Iteration 22Q: 3 clusters Score -304947.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -304981.281250 Penalty: 1673.021240
	Iteration 23Q: 3 clusters Score -304981.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -304992.562500 Penalty: 1673.021240
	Iteration 24Q: 3 clusters Score -304992.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -305001.843750 Penalty: 1673.021240
	Iteration 25Q: 3 clusters Score -305001.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -305008.812500 Penalty: 1673.021240
	Iteration 26Q: 3 clusters Score -305008.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -305015.937500 Penalty: 1673.021240
	Iteration 27Q: 3 clusters Score -305015.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -305022.312500 Penalty: 1673.021240
	Iteration 28Q: 3 clusters Score -305022.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -305030.968750 Penalty: 1673.021240
	Iteration 29Q: 3 clusters Score -305031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -305038.281250 Penalty: 1673.021240
	Iteration 30Q: 3 clusters Score -305038.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -305039.531250 Penalty: 1673.021240
	Iteration 31Q: 3 clusters Score -305039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -305040.843750 Penalty: 1673.021240
	Iteration 32Q: 3 clusters Score -305040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -305041.531250 Penalty: 1673.021240
	Iteration 33Q: 3 clusters Score -305041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -305042.187500 Penalty: 1673.021240
	Iteration 34Q: 3 clusters Score -305042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -305042.437500 Penalty: 1673.021240
	Iteration 35Q: 3 clusters Score -305042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -305043.500000 Penalty: 1673.021240
	Iteration 36Q: 3 clusters Score -305043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -305043.937500 Penalty: 1673.021240
	Iteration 37Q: 3 clusters Score -305043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -305044.031250 Penalty: 1673.021240
	Iteration 38Q: 3 clusters Score -305044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -305044.031250 Penalty: 1673.021240
	Iteration 39F: 3 clusters Score -305044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Entering Unmasked Estep 
Score: -1839802.125000 Penalty: 977.766724
	Iteration 0F: 2 clusters Score -1839802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1820167.125000 Penalty: 1955.533447
	Iteration 0F: 3 clusters Score -1820167 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1828021.875000 Penalty: 1955.533447
	Iteration 1F: 3 clusters Score -1828022 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1828477.750000 Penalty: 1955.533447
	Iteration 2Q: 3 clusters Score -1828478 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1829236.125000 Penalty: 1955.533447
	Iteration 3Q: 3 clusters Score -1829236 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1830574.125000 Penalty: 1955.533447
	Iteration 4F: 3 clusters Score -1830574 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -1832523.125000 Penalty: 1955.533447
	Iteration 5F: 3 clusters Score -1832523 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -1834761.125000 Penalty: 1955.533447
	Iteration 6F: 3 clusters Score -1834761 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -1836649.875000 Penalty: 1955.533447
	Iteration 7F: 3 clusters Score -1836650 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -1837891.875000 Penalty: 1955.533447
	Iteration 8Q: 3 clusters Score -1837892 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -1838463.625000 Penalty: 1955.533447
	Iteration 9Q: 3 clusters Score -1838464 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -1838736.875000 Penalty: 1955.533447
	Iteration 10Q: 3 clusters Score -1838737 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -1838842.500000 Penalty: 1955.533447
	Iteration 11Q: 3 clusters Score -1838842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -1838882.500000 Penalty: 1955.533447
	Iteration 12Q: 3 clusters Score -1838882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -1838905.250000 Penalty: 1955.533447
	Iteration 13Q: 3 clusters Score -1838905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -1838915.875000 Penalty: 1955.533447
	Iteration 14Q: 3 clusters Score -1838916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -1838922.000000 Penalty: 1955.533447
	Iteration 15Q: 3 clusters Score -1838922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -1838922.625000 Penalty: 1955.533447
	Iteration 16Q: 3 clusters Score -1838923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -1838925.375000 Penalty: 1955.533447
	Iteration 17Q: 3 clusters Score -1838925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -1838925.250000 Penalty: 1955.533447
	Iteration 18Q: 3 clusters Score -1838925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -1838925.250000 Penalty: 1955.533447
	Iteration 19F: 3 clusters Score -1838925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -176039.921875 Penalty: 778.320496
	Iteration 0F: 2 clusters Score -176039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -173324.359375 Penalty: 1556.640991
	Iteration 0F: 3 clusters Score -173324.4 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -174172.750000 Penalty: 1556.640991
	Iteration 1F: 3 clusters Score -174172.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -174356.515625 Penalty: 1556.640991
	Iteration 2F: 3 clusters Score -174356.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -174555.640625 Penalty: 1556.640991
	Iteration 3F: 3 clusters Score -174555.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -174779.828125 Penalty: 1556.640991
	Iteration 4F: 3 clusters Score -174779.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -174989.875000 Penalty: 1556.640991
	Iteration 5F: 3 clusters Score -174989.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -175188.656250 Penalty: 1556.640991
	Iteration 6F: 3 clusters Score -175188.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -175380.281250 Penalty: 1556.640991
	Iteration 7F: 3 clusters Score -175380.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -175490.046875 Penalty: 1556.640991
	Iteration 8Q: 3 clusters Score -175490 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -175559.000000 Penalty: 1556.640991
	Iteration 9Q: 3 clusters Score -175559 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -175603.171875 Penalty: 1556.640991
	Iteration 10Q: 3 clusters Score -175603.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -175634.281250 Penalty: 1556.640991
	Iteration 11Q: 3 clusters Score -175634.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -175650.796875 Penalty: 1556.640991
	Iteration 12Q: 3 clusters Score -175650.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175664.437500 Penalty: 1556.640991
	Iteration 13Q: 3 clusters Score -175664.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -175669.609375 Penalty: 1556.640991
	Iteration 14Q: 3 clusters Score -175669.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -175674.171875 Penalty: 1556.640991
	Iteration 15Q: 3 clusters Score -175674.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175680.437500 Penalty: 1556.640991
	Iteration 16Q: 3 clusters Score -175680.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -175682.406250 Penalty: 1556.640991
	Iteration 17Q: 3 clusters Score -175682.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -175684.406250 Penalty: 1556.640991
	Iteration 18Q: 3 clusters Score -175684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175685.984375 Penalty: 1556.640991
	Iteration 19Q: 3 clusters Score -175686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -175687.671875 Penalty: 1556.640991
	Iteration 20F: 3 clusters Score -175687.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -175689.375000 Penalty: 1556.640991
	Iteration 21Q: 3 clusters Score -175689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175690.453125 Penalty: 1556.640991
	Iteration 22Q: 3 clusters Score -175690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175691.671875 Penalty: 1556.640991
	Iteration 23Q: 3 clusters Score -175691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175692.515625 Penalty: 1556.640991
	Iteration 24Q: 3 clusters Score -175692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -175692.843750 Penalty: 1556.640991
	Iteration 25Q: 3 clusters Score -175692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -175692.843750 Penalty: 1556.640991
	Iteration 26F: 3 clusters Score -175692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (132057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132057 members 
Entering Unmasked Estep 
Score: -7200636.500000 Penalty: 1120.143921
	Iteration 0F: 2 clusters Score -7200636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -7111802.500000 Penalty: 2240.287842
	Iteration 0F: 3 clusters Score -7111802 nChanged 64111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -7150195.000000 Penalty: 2240.287842
	Iteration 1F: 3 clusters Score -7150195 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -7151609.000000 Penalty: 2240.287842
	Iteration 2Q: 3 clusters Score -7151609 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -7153847.500000 Penalty: 2240.287842
	Iteration 3Q: 3 clusters Score -7153848 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -7157936.500000 Penalty: 2240.287842
	Iteration 4F: 3 clusters Score -7157936 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -7164867.000000 Penalty: 2240.287842
	Iteration 5F: 3 clusters Score -7164867 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -7174895.000000 Penalty: 2240.287842
	Iteration 6F: 3 clusters Score -7174895 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 117554 members 
Entering Unmasked Estep 
Score: -7185540.500000 Penalty: 2240.287842
	Iteration 7F: 3 clusters Score -7185540 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 125348 members 
Entering Unmasked Estep 
Score: -7193328.500000 Penalty: 2240.287842
	Iteration 8F: 3 clusters Score -7193328 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 129531 members 
Entering Unmasked Estep 
Score: -7197430.500000 Penalty: 2240.287842
	Iteration 9Q: 3 clusters Score -7197430 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 131186 members 
Entering Unmasked Estep 
Score: -7198937.500000 Penalty: 2240.287842
	Iteration 10Q: 3 clusters Score -7198938 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 131699 members 
Entering Unmasked Estep 
Score: -7199441.000000 Penalty: 2240.287842
	Iteration 11Q: 3 clusters Score -7199441 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 131836 members 
Entering Unmasked Estep 
Score: -7199575.500000 Penalty: 2240.287842
	Iteration 12Q: 3 clusters Score -7199576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 131870 members 
Entering Unmasked Estep 
Score: -7199626.500000 Penalty: 2240.287842
	Iteration 13Q: 3 clusters Score -7199626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131884 members 
Entering Unmasked Estep 
Score: -7199663.500000 Penalty: 2240.287842
	Iteration 14Q: 3 clusters Score -7199664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 131885 members 
Entering Unmasked Estep 
Score: -7199676.500000 Penalty: 2240.287842
	Iteration 15Q: 3 clusters Score -7199676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131882 members 
Entering Unmasked Estep 
Score: -7199683.500000 Penalty: 2240.287842
	Iteration 16Q: 3 clusters Score -7199684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 131881 members 
Entering Unmasked Estep 
Score: -7199686.500000 Penalty: 2240.287842
	Iteration 17Q: 3 clusters Score -7199686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131879 members 
Entering Unmasked Estep 
Score: -7199689.000000 Penalty: 2240.287842
	Iteration 18Q: 3 clusters Score -7199689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 131883 members 
Entering Unmasked Estep 
Score: -7199700.500000 Penalty: 2240.287842
	Iteration 19Q: 3 clusters Score -7199700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131882 members 
Entering Unmasked Estep 
Score: -7199706.500000 Penalty: 2240.287842
	Iteration 20F: 3 clusters Score -7199706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131884 members 
Entering Unmasked Estep 
Score: -7199708.000000 Penalty: 2240.287842
	Iteration 21Q: 3 clusters Score -7199708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131884 members 
Entering Unmasked Estep 
Score: -7199708.000000 Penalty: 2240.287842
	Iteration 22F: 3 clusters Score -7199708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Entering Unmasked Estep 
Score: -909355.562500 Penalty: 922.929443
	Iteration 0F: 2 clusters Score -909355.6 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 8267 members 
Entering Unmasked Estep 
Score: -898362.312500 Penalty: 1845.858887
	Iteration 0F: 3 clusters Score -898362.3 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -902476.875000 Penalty: 1845.858887
	Iteration 1F: 3 clusters Score -902476.9 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -902835.687500 Penalty: 1845.858887
	Iteration 2F: 3 clusters Score -902835.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -903311.250000 Penalty: 1845.858887
	Iteration 3F: 3 clusters Score -903311.2 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -904052.375000 Penalty: 1845.858887
	Iteration 4F: 3 clusters Score -904052.4 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -905125.125000 Penalty: 1845.858887
	Iteration 5F: 3 clusters Score -905125.1 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -906316.250000 Penalty: 1845.858887
	Iteration 6F: 3 clusters Score -906316.2 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -907308.000000 Penalty: 1845.858887
	Iteration 7F: 3 clusters Score -907308 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -907884.000000 Penalty: 1845.858887
	Iteration 8F: 3 clusters Score -907884 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -908165.000000 Penalty: 1845.858887
	Iteration 9Q: 3 clusters Score -908165 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -908321.125000 Penalty: 1845.858887
	Iteration 10Q: 3 clusters Score -908321.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -908418.437500 Penalty: 1845.858887
	Iteration 11Q: 3 clusters Score -908418.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -908511.125000 Penalty: 1845.858887
	Iteration 12Q: 3 clusters Score -908511.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -908584.500000 Penalty: 1845.858887
	Iteration 13Q: 3 clusters Score -908584.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -908661.437500 Penalty: 1845.858887
	Iteration 14Q: 3 clusters Score -908661.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -908730.562500 Penalty: 1845.858887
	Iteration 15Q: 3 clusters Score -908730.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -908830.687500 Penalty: 1845.858887
	Iteration 16Q: 3 clusters Score -908830.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -908957.187500 Penalty: 1845.858887
	Iteration 17Q: 3 clusters Score -908957.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -909050.687500 Penalty: 1845.858887
	Iteration 18Q: 3 clusters Score -909050.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -909105.562500 Penalty: 1845.858887
	Iteration 19Q: 3 clusters Score -909105.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -909134.437500 Penalty: 1845.858887
	Iteration 20F: 3 clusters Score -909134.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -909157.750000 Penalty: 1845.858887
	Iteration 21Q: 3 clusters Score -909157.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -909171.937500 Penalty: 1845.858887
	Iteration 22Q: 3 clusters Score -909171.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -909185.500000 Penalty: 1845.858887
	Iteration 23Q: 3 clusters Score -909185.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -909194.812500 Penalty: 1845.858887
	Iteration 24Q: 3 clusters Score -909194.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -909199.625000 Penalty: 1845.858887
	Iteration 25Q: 3 clusters Score -909199.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -909205.875000 Penalty: 1845.858887
	Iteration 26Q: 3 clusters Score -909205.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -909213.375000 Penalty: 1845.858887
	Iteration 27Q: 3 clusters Score -909213.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -909209.812500 Penalty: 1845.858887
	Iteration 28Q: 3 clusters Score -909209.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -909213.187500 Penalty: 1845.858887
	Iteration 29Q: 3 clusters Score -909213.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -909212.250000 Penalty: 1845.858887
	Iteration 30Q: 3 clusters Score -909212.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -909219.750000 Penalty: 1845.858887
	Iteration 31Q: 3 clusters Score -909219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -909219.062500 Penalty: 1845.858887
	Iteration 32Q: 3 clusters Score -909219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -909220.250000 Penalty: 1845.858887
	Iteration 33Q: 3 clusters Score -909220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -909218.937500 Penalty: 1845.858887
	Iteration 34Q: 3 clusters Score -909218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -909219.125000 Penalty: 1845.858887
	Iteration 35Q: 3 clusters Score -909219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -909219.687500 Penalty: 1845.858887
	Iteration 36Q: 3 clusters Score -909219.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -909219.875000 Penalty: 1845.858887
	Iteration 37Q: 3 clusters Score -909219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -909219.875000 Penalty: 1845.858887
	Iteration 38F: 3 clusters Score -909219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -128138.054688 Penalty: 735.073547
	Iteration 0F: 2 clusters Score -128138.1 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 1130 members 
Entering Unmasked Estep 
Score: -126249.257812 Penalty: 1470.147095
	Iteration 0F: 3 clusters Score -126249.3 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -126706.023438 Penalty: 1470.147095
	Iteration 1F: 3 clusters Score -126706 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -126803.984375 Penalty: 1470.147095
	Iteration 2F: 3 clusters Score -126804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -126861.992188 Penalty: 1470.147095
	Iteration 3F: 3 clusters Score -126862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -126900.125000 Penalty: 1470.147095
	Iteration 4Q: 3 clusters Score -126900.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -126931.312500 Penalty: 1470.147095
	Iteration 5Q: 3 clusters Score -126931.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -126954.976562 Penalty: 1470.147095
	Iteration 6Q: 3 clusters Score -126955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -126978.625000 Penalty: 1470.147095
	Iteration 7Q: 3 clusters Score -126978.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -127009.273438 Penalty: 1470.147095
	Iteration 8Q: 3 clusters Score -127009.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127038.820312 Penalty: 1470.147095
	Iteration 9Q: 3 clusters Score -127038.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -127073.375000 Penalty: 1470.147095
	Iteration 10Q: 3 clusters Score -127073.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -127110.976562 Penalty: 1470.147095
	Iteration 11Q: 3 clusters Score -127111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127161.679688 Penalty: 1470.147095
	Iteration 12Q: 3 clusters Score -127161.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127201.789062 Penalty: 1470.147095
	Iteration 13Q: 3 clusters Score -127201.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -127241.335938 Penalty: 1470.147095
	Iteration 14Q: 3 clusters Score -127241.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -127272.664062 Penalty: 1470.147095
	Iteration 15Q: 3 clusters Score -127272.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -127298.054688 Penalty: 1470.147095
	Iteration 16Q: 3 clusters Score -127298.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127328.632812 Penalty: 1470.147095
	Iteration 17Q: 3 clusters Score -127328.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -127355.906250 Penalty: 1470.147095
	Iteration 18Q: 3 clusters Score -127355.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -127384.812500 Penalty: 1470.147095
	Iteration 19Q: 3 clusters Score -127384.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -127415.742188 Penalty: 1470.147095
	Iteration 20F: 3 clusters Score -127415.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -127444.531250 Penalty: 1470.147095
	Iteration 21Q: 3 clusters Score -127444.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -127461.750000 Penalty: 1470.147095
	Iteration 22Q: 3 clusters Score -127461.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -127472.734375 Penalty: 1470.147095
	Iteration 23Q: 3 clusters Score -127472.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -127479.515625 Penalty: 1470.147095
	Iteration 24Q: 3 clusters Score -127479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -127487.109375 Penalty: 1470.147095
	Iteration 25Q: 3 clusters Score -127487.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -127493.796875 Penalty: 1470.147095
	Iteration 26Q: 3 clusters Score -127493.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -127501.203125 Penalty: 1470.147095
	Iteration 27Q: 3 clusters Score -127501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -127503.195312 Penalty: 1470.147095
	Iteration 28Q: 3 clusters Score -127503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -127504.570312 Penalty: 1470.147095
	Iteration 29Q: 3 clusters Score -127504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -127505.507812 Penalty: 1470.147095
	Iteration 30Q: 3 clusters Score -127505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -127505.507812 Penalty: 1470.147095
	Iteration 31F: 3 clusters Score -127505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -275966.812500 Penalty: 801.232727
	Iteration 0F: 2 clusters Score -275966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -272607.125000 Penalty: 1602.465454
	Iteration 0F: 3 clusters Score -272607.1 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -273589.406250 Penalty: 1602.465454
	Iteration 1F: 3 clusters Score -273589.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -273679.343750 Penalty: 1602.465454
	Iteration 2F: 3 clusters Score -273679.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -273757.593750 Penalty: 1602.465454
	Iteration 3Q: 3 clusters Score -273757.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -273823.406250 Penalty: 1602.465454
	Iteration 4Q: 3 clusters Score -273823.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -273871.218750 Penalty: 1602.465454
	Iteration 5Q: 3 clusters Score -273871.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -273906.250000 Penalty: 1602.465454
	Iteration 6Q: 3 clusters Score -273906.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -273944.000000 Penalty: 1602.465454
	Iteration 7Q: 3 clusters Score -273944 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -273981.656250 Penalty: 1602.465454
	Iteration 8Q: 3 clusters Score -273981.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -274020.375000 Penalty: 1602.465454
	Iteration 9Q: 3 clusters Score -274020.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -274059.687500 Penalty: 1602.465454
	Iteration 10Q: 3 clusters Score -274059.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -274120.312500 Penalty: 1602.465454
	Iteration 11Q: 3 clusters Score -274120.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -274194.687500 Penalty: 1602.465454
	Iteration 12Q: 3 clusters Score -274194.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -274282.937500 Penalty: 1602.465454
	Iteration 13Q: 3 clusters Score -274282.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -274393.031250 Penalty: 1602.465454
	Iteration 14Q: 3 clusters Score -274393 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -274523.406250 Penalty: 1602.465454
	Iteration 15Q: 3 clusters Score -274523.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -274670.593750 Penalty: 1602.465454
	Iteration 16Q: 3 clusters Score -274670.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -274797.843750 Penalty: 1602.465454
	Iteration 17Q: 3 clusters Score -274797.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -274911.937500 Penalty: 1602.465454
	Iteration 18Q: 3 clusters Score -274911.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -275003.500000 Penalty: 1602.465454
	Iteration 19Q: 3 clusters Score -275003.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -275075.625000 Penalty: 1602.465454
	Iteration 20F: 3 clusters Score -275075.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -275124.656250 Penalty: 1602.465454
	Iteration 21Q: 3 clusters Score -275124.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -275187.500000 Penalty: 1602.465454
	Iteration 22Q: 3 clusters Score -275187.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -275221.031250 Penalty: 1602.465454
	Iteration 23Q: 3 clusters Score -275221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -275237.343750 Penalty: 1602.465454
	Iteration 24Q: 3 clusters Score -275237.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -275244.593750 Penalty: 1602.465454
	Iteration 25Q: 3 clusters Score -275244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -275246.250000 Penalty: 1602.465454
	Iteration 26Q: 3 clusters Score -275246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -275254.781250 Penalty: 1602.465454
	Iteration 27Q: 3 clusters Score -275254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -275258.625000 Penalty: 1602.465454
	Iteration 28Q: 3 clusters Score -275258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -275260.781250 Penalty: 1602.465454
	Iteration 29Q: 3 clusters Score -275260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -275263.312500 Penalty: 1602.465454
	Iteration 30Q: 3 clusters Score -275263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -275264.875000 Penalty: 1602.465454
	Iteration 31Q: 3 clusters Score -275264.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -275264.875000 Penalty: 1602.465454
	Iteration 32F: 3 clusters Score -275264.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Entering Unmasked Estep 
Score: -634917.875000 Penalty: 902.195679
	Iteration 0F: 2 clusters Score -634917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -625990.250000 Penalty: 1804.391357
	Iteration 0F: 3 clusters Score -625990.2 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -629542.625000 Penalty: 1804.391357
	Iteration 1F: 3 clusters Score -629542.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -629897.875000 Penalty: 1804.391357
	Iteration 2F: 3 clusters Score -629897.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -630220.000000 Penalty: 1804.391357
	Iteration 3F: 3 clusters Score -630220 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -630511.187500 Penalty: 1804.391357
	Iteration 4Q: 3 clusters Score -630511.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -630812.625000 Penalty: 1804.391357
	Iteration 5Q: 3 clusters Score -630812.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -631131.312500 Penalty: 1804.391357
	Iteration 6Q: 3 clusters Score -631131.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -631446.187500 Penalty: 1804.391357
	Iteration 7Q: 3 clusters Score -631446.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -631786.937500 Penalty: 1804.391357
	Iteration 8Q: 3 clusters Score -631786.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -632094.812500 Penalty: 1804.391357
	Iteration 9Q: 3 clusters Score -632094.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -632372.875000 Penalty: 1804.391357
	Iteration 10Q: 3 clusters Score -632372.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -632605.437500 Penalty: 1804.391357
	Iteration 11Q: 3 clusters Score -632605.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -632778.750000 Penalty: 1804.391357
	Iteration 12Q: 3 clusters Score -632778.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -632910.062500 Penalty: 1804.391357
	Iteration 13Q: 3 clusters Score -632910.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -633004.062500 Penalty: 1804.391357
	Iteration 14Q: 3 clusters Score -633004.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -633078.500000 Penalty: 1804.391357
	Iteration 15Q: 3 clusters Score -633078.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -633143.062500 Penalty: 1804.391357
	Iteration 16Q: 3 clusters Score -633143.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -633201.312500 Penalty: 1804.391357
	Iteration 17Q: 3 clusters Score -633201.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -633261.187500 Penalty: 1804.391357
	Iteration 18Q: 3 clusters Score -633261.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -633324.625000 Penalty: 1804.391357
	Iteration 19Q: 3 clusters Score -633324.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -633386.125000 Penalty: 1804.391357
	Iteration 20F: 3 clusters Score -633386.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -633442.875000 Penalty: 1804.391357
	Iteration 21Q: 3 clusters Score -633442.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -633497.875000 Penalty: 1804.391357
	Iteration 22Q: 3 clusters Score -633497.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -633565.437500 Penalty: 1804.391357
	Iteration 23Q: 3 clusters Score -633565.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -633646.750000 Penalty: 1804.391357
	Iteration 24Q: 3 clusters Score -633646.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -633721.062500 Penalty: 1804.391357
	Iteration 25Q: 3 clusters Score -633721.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -633808.312500 Penalty: 1804.391357
	Iteration 26Q: 3 clusters Score -633808.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -633886.625000 Penalty: 1804.391357
	Iteration 27Q: 3 clusters Score -633886.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -633943.187500 Penalty: 1804.391357
	Iteration 28Q: 3 clusters Score -633943.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -633984.375000 Penalty: 1804.391357
	Iteration 29Q: 3 clusters Score -633984.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -634022.187500 Penalty: 1804.391357
	Iteration 30Q: 3 clusters Score -634022.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -634065.562500 Penalty: 1804.391357
	Iteration 31Q: 3 clusters Score -634065.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -634111.500000 Penalty: 1804.391357
	Iteration 32Q: 3 clusters Score -634111.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -634152.625000 Penalty: 1804.391357
	Iteration 33Q: 3 clusters Score -634152.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -634180.312500 Penalty: 1804.391357
	Iteration 34Q: 3 clusters Score -634180.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -634213.875000 Penalty: 1804.391357
	Iteration 35Q: 3 clusters Score -634213.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -634239.187500 Penalty: 1804.391357
	Iteration 36Q: 3 clusters Score -634239.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -634257.500000 Penalty: 1804.391357
	Iteration 37Q: 3 clusters Score -634257.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -634275.750000 Penalty: 1804.391357
	Iteration 38Q: 3 clusters Score -634275.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -634300.875000 Penalty: 1804.391357
	Iteration 39Q: 3 clusters Score -634300.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -634321.250000 Penalty: 1804.391357
	Iteration 40F: 3 clusters Score -634321.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -634340.375000 Penalty: 1804.391357
	Iteration 41Q: 3 clusters Score -634340.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -634353.000000 Penalty: 1804.391357
	Iteration 42Q: 3 clusters Score -634353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -634367.062500 Penalty: 1804.391357
	Iteration 43Q: 3 clusters Score -634367.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -634376.125000 Penalty: 1804.391357
	Iteration 44Q: 3 clusters Score -634376.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -634384.187500 Penalty: 1804.391357
	Iteration 45Q: 3 clusters Score -634384.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -634390.437500 Penalty: 1804.391357
	Iteration 46Q: 3 clusters Score -634390.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -634394.875000 Penalty: 1804.391357
	Iteration 47Q: 3 clusters Score -634394.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -634396.000000 Penalty: 1804.391357
	Iteration 48Q: 3 clusters Score -634396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -634397.250000 Penalty: 1804.391357
	Iteration 49Q: 3 clusters Score -634397.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -634400.125000 Penalty: 1804.391357
	Iteration 50Q: 3 clusters Score -634400.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -634407.812500 Penalty: 1804.391357
	Iteration 51Q: 3 clusters Score -634407.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -634417.812500 Penalty: 1804.391357
	Iteration 52Q: 3 clusters Score -634417.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -634419.312500 Penalty: 1804.391357
	Iteration 53Q: 3 clusters Score -634419.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -634420.750000 Penalty: 1804.391357
	Iteration 54Q: 3 clusters Score -634420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -634422.062500 Penalty: 1804.391357
	Iteration 55Q: 3 clusters Score -634422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -634424.312500 Penalty: 1804.391357
	Iteration 56Q: 3 clusters Score -634424.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -634425.687500 Penalty: 1804.391357
	Iteration 57Q: 3 clusters Score -634425.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -634426.812500 Penalty: 1804.391357
	Iteration 58Q: 3 clusters Score -634426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -634430.000000 Penalty: 1804.391357
	Iteration 59Q: 3 clusters Score -634430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -634434.375000 Penalty: 1804.391357
	Iteration 60F: 3 clusters Score -634434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -634439.937500 Penalty: 1804.391357
	Iteration 61Q: 3 clusters Score -634439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -634447.312500 Penalty: 1804.391357
	Iteration 62Q: 3 clusters Score -634447.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -634452.750000 Penalty: 1804.391357
	Iteration 63Q: 3 clusters Score -634452.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -634454.687500 Penalty: 1804.391357
	Iteration 64Q: 3 clusters Score -634454.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -634459.000000 Penalty: 1804.391357
	Iteration 65Q: 3 clusters Score -634459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -634461.562500 Penalty: 1804.391357
	Iteration 66Q: 3 clusters Score -634461.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -634464.250000 Penalty: 1804.391357
	Iteration 67Q: 3 clusters Score -634464.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -634468.062500 Penalty: 1804.391357
	Iteration 68Q: 3 clusters Score -634468.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -634469.187500 Penalty: 1804.391357
	Iteration 69Q: 3 clusters Score -634469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -634471.000000 Penalty: 1804.391357
	Iteration 70Q: 3 clusters Score -634471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -634472.750000 Penalty: 1804.391357
	Iteration 71Q: 3 clusters Score -634472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -634473.187500 Penalty: 1804.391357
	Iteration 72Q: 3 clusters Score -634473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -634473.500000 Penalty: 1804.391357
	Iteration 73Q: 3 clusters Score -634473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -634473.187500 Penalty: 1804.391357
	Iteration 74Q: 3 clusters Score -634473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -634473.187500 Penalty: 1804.391357
	Iteration 75F: 3 clusters Score -634473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (289246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289246 members 
Entering Unmasked Estep 
Score: -15845833.000000 Penalty: 1194.628174
	Iteration 0F: 2 clusters Score -1.584583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144631 members 
Mstep: Class 2 contains 144615 members 
Entering Unmasked Estep 
Score: -15654156.000000 Penalty: 2389.256348
	Iteration 0F: 3 clusters Score -1.565416e+07 nChanged 141682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 146011 members 
Entering Unmasked Estep 
Score: -15741645.000000 Penalty: 2389.256348
	Iteration 1F: 3 clusters Score -1.574164e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142632 members 
Mstep: Class 2 contains 146614 members 
Entering Unmasked Estep 
Score: -15744779.000000 Penalty: 2389.256348
	Iteration 2Q: 3 clusters Score -1.574478e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141931 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -15749542.000000 Penalty: 2389.256348
	Iteration 3Q: 3 clusters Score -1.574954e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141045 members 
Mstep: Class 2 contains 148201 members 
Entering Unmasked Estep 
Score: -15755918.000000 Penalty: 2389.256348
	Iteration 4Q: 3 clusters Score -1.575592e+07 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139681 members 
Mstep: Class 2 contains 149565 members 
Entering Unmasked Estep 
Score: -15764217.000000 Penalty: 2389.256348
	Iteration 5F: 3 clusters Score -1.576422e+07 nChanged 16398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137863 members 
Mstep: Class 2 contains 151383 members 
Entering Unmasked Estep 
Score: -15774779.000000 Penalty: 2389.256348
	Iteration 6F: 3 clusters Score -1.577478e+07 nChanged 16625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135860 members 
Mstep: Class 2 contains 153386 members 
Entering Unmasked Estep 
Score: -15785264.000000 Penalty: 2389.256348
	Iteration 7F: 3 clusters Score -1.578526e+07 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133923 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -15793052.000000 Penalty: 2389.256348
	Iteration 8Q: 3 clusters Score -1.579305e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132077 members 
Mstep: Class 2 contains 157169 members 
Entering Unmasked Estep 
Score: -15797010.000000 Penalty: 2389.256348
	Iteration 9Q: 3 clusters Score -1.579701e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Mstep: Class 2 contains 159105 members 
Entering Unmasked Estep 
Score: -15798575.000000 Penalty: 2389.256348
	Iteration 10Q: 3 clusters Score -1.579858e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 161277 members 
Entering Unmasked Estep 
Score: -15799299.000000 Penalty: 2389.256348
	Iteration 11Q: 3 clusters Score -1.57993e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125637 members 
Mstep: Class 2 contains 163609 members 
Entering Unmasked Estep 
Score: -15799731.000000 Penalty: 2389.256348
	Iteration 12Q: 3 clusters Score -1.579973e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123154 members 
Mstep: Class 2 contains 166092 members 
Entering Unmasked Estep 
Score: -15800207.000000 Penalty: 2389.256348
	Iteration 13Q: 3 clusters Score -1.580021e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120488 members 
Mstep: Class 2 contains 168758 members 
Entering Unmasked Estep 
Score: -15800805.000000 Penalty: 2389.256348
	Iteration 14Q: 3 clusters Score -1.58008e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117673 members 
Mstep: Class 2 contains 171573 members 
Entering Unmasked Estep 
Score: -15801251.000000 Penalty: 2389.256348
	Iteration 15Q: 3 clusters Score -1.580125e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114682 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -15801781.000000 Penalty: 2389.256348
	Iteration 16Q: 3 clusters Score -1.580178e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111496 members 
Mstep: Class 2 contains 177750 members 
Entering Unmasked Estep 
Score: -15802404.000000 Penalty: 2389.256348
	Iteration 17Q: 3 clusters Score -1.58024e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108260 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -15803111.000000 Penalty: 2389.256348
	Iteration 18Q: 3 clusters Score -1.580311e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 184411 members 
Entering Unmasked Estep 
Score: -15803819.000000 Penalty: 2389.256348
	Iteration 19Q: 3 clusters Score -1.580382e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 188013 members 
Entering Unmasked Estep 
Score: -15804535.000000 Penalty: 2389.256348
	Iteration 20F: 3 clusters Score -1.580454e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 191766 members 
Entering Unmasked Estep 
Score: -15805212.000000 Penalty: 2389.256348
	Iteration 21Q: 3 clusters Score -1.580521e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 195758 members 
Entering Unmasked Estep 
Score: -15806253.000000 Penalty: 2389.256348
	Iteration 22Q: 3 clusters Score -1.580625e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 199970 members 
Entering Unmasked Estep 
Score: -15807175.000000 Penalty: 2389.256348
	Iteration 23Q: 3 clusters Score -1.580718e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 204444 members 
Entering Unmasked Estep 
Score: -15808345.000000 Penalty: 2389.256348
	Iteration 24Q: 3 clusters Score -1.580834e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -15809487.000000 Penalty: 2389.256348
	Iteration 25Q: 3 clusters Score -1.580949e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 213871 members 
Entering Unmasked Estep 
Score: -15811032.000000 Penalty: 2389.256348
	Iteration 26Q: 3 clusters Score -1.581103e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 218920 members 
Entering Unmasked Estep 
Score: -15812519.000000 Penalty: 2389.256348
	Iteration 27Q: 3 clusters Score -1.581252e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 224150 members 
Entering Unmasked Estep 
Score: -15814391.000000 Penalty: 2389.256348
	Iteration 28Q: 3 clusters Score -1.581439e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 229546 members 
Entering Unmasked Estep 
Score: -15816484.000000 Penalty: 2389.256348
	Iteration 29Q: 3 clusters Score -1.581648e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 234947 members 
Entering Unmasked Estep 
Score: -15818660.000000 Penalty: 2389.256348
	Iteration 30Q: 3 clusters Score -1.581866e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 240306 members 
Entering Unmasked Estep 
Score: -15821059.000000 Penalty: 2389.256348
	Iteration 31Q: 3 clusters Score -1.582106e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 245488 members 
Entering Unmasked Estep 
Score: -15823414.000000 Penalty: 2389.256348
	Iteration 32Q: 3 clusters Score -1.582341e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 250379 members 
Entering Unmasked Estep 
Score: -15825832.000000 Penalty: 2389.256348
	Iteration 33Q: 3 clusters Score -1.582583e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 254975 members 
Entering Unmasked Estep 
Score: -15828220.000000 Penalty: 2389.256348
	Iteration 34Q: 3 clusters Score -1.582822e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 259197 members 
Entering Unmasked Estep 
Score: -15830719.000000 Penalty: 2389.256348
	Iteration 35Q: 3 clusters Score -1.583072e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 263009 members 
Entering Unmasked Estep 
Score: -15833020.000000 Penalty: 2389.256348
	Iteration 36Q: 3 clusters Score -1.583302e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 266356 members 
Entering Unmasked Estep 
Score: -15835081.000000 Penalty: 2389.256348
	Iteration 37Q: 3 clusters Score -1.583508e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 269088 members 
Entering Unmasked Estep 
Score: -15836874.000000 Penalty: 2389.256348
	Iteration 38Q: 3 clusters Score -1.583687e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 271379 members 
Entering Unmasked Estep 
Score: -15838208.000000 Penalty: 2389.256348
	Iteration 39Q: 3 clusters Score -1.583821e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 273274 members 
Entering Unmasked Estep 
Score: -15839426.000000 Penalty: 2389.256348
	Iteration 40F: 3 clusters Score -1.583943e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 274994 members 
Entering Unmasked Estep 
Score: -15840356.000000 Penalty: 2389.256348
	Iteration 41Q: 3 clusters Score -1.584036e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 276499 members 
Entering Unmasked Estep 
Score: -15841033.000000 Penalty: 2389.256348
	Iteration 42Q: 3 clusters Score -1.584103e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 277820 members 
Entering Unmasked Estep 
Score: -15841547.000000 Penalty: 2389.256348
	Iteration 43Q: 3 clusters Score -1.584155e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 278967 members 
Entering Unmasked Estep 
Score: -15841901.000000 Penalty: 2389.256348
	Iteration 44Q: 3 clusters Score -1.58419e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 279964 members 
Entering Unmasked Estep 
Score: -15842331.000000 Penalty: 2389.256348
	Iteration 45Q: 3 clusters Score -1.584233e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 280885 members 
Entering Unmasked Estep 
Score: -15842683.000000 Penalty: 2389.256348
	Iteration 46Q: 3 clusters Score -1.584268e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 281736 members 
Entering Unmasked Estep 
Score: -15842997.000000 Penalty: 2389.256348
	Iteration 47Q: 3 clusters Score -1.5843e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 282525 members 
Entering Unmasked Estep 
Score: -15843174.000000 Penalty: 2389.256348
	Iteration 48Q: 3 clusters Score -1.584317e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 283262 members 
Entering Unmasked Estep 
Score: -15843516.000000 Penalty: 2389.256348
	Iteration 49Q: 3 clusters Score -1.584352e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 283926 members 
Entering Unmasked Estep 
Score: -15843766.000000 Penalty: 2389.256348
	Iteration 50Q: 3 clusters Score -1.584377e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 284499 members 
Entering Unmasked Estep 
Score: -15843971.000000 Penalty: 2389.256348
	Iteration 51Q: 3 clusters Score -1.584397e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 285050 members 
Entering Unmasked Estep 
Score: -15844188.000000 Penalty: 2389.256348
	Iteration 52Q: 3 clusters Score -1.584419e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 285536 members 
Entering Unmasked Estep 
Score: -15844380.000000 Penalty: 2389.256348
	Iteration 53Q: 3 clusters Score -1.584438e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 285943 members 
Entering Unmasked Estep 
Score: -15844497.000000 Penalty: 2389.256348
	Iteration 54Q: 3 clusters Score -1.58445e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 286271 members 
Entering Unmasked Estep 
Score: -15844676.000000 Penalty: 2389.256348
	Iteration 55Q: 3 clusters Score -1.584468e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 286568 members 
Entering Unmasked Estep 
Score: -15844781.000000 Penalty: 2389.256348
	Iteration 56Q: 3 clusters Score -1.584478e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 286814 members 
Entering Unmasked Estep 
Score: -15844859.000000 Penalty: 2389.256348
	Iteration 57Q: 3 clusters Score -1.584486e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 287010 members 
Entering Unmasked Estep 
Score: -15844931.000000 Penalty: 2389.256348
	Iteration 58Q: 3 clusters Score -1.584493e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 287149 members 
Entering Unmasked Estep 
Score: -15845008.000000 Penalty: 2389.256348
	Iteration 59Q: 3 clusters Score -1.584501e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 287260 members 
Entering Unmasked Estep 
Score: -15845038.000000 Penalty: 2389.256348
	Iteration 60F: 3 clusters Score -1.584504e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 287352 members 
Entering Unmasked Estep 
Score: -15845046.000000 Penalty: 2389.256348
	Iteration 61Q: 3 clusters Score -1.584505e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 287429 members 
Entering Unmasked Estep 
Score: -15845065.000000 Penalty: 2389.256348
	Iteration 62Q: 3 clusters Score -1.584506e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 287497 members 
Entering Unmasked Estep 
Score: -15845073.000000 Penalty: 2389.256348
	Iteration 63Q: 3 clusters Score -1.584507e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 287566 members 
Entering Unmasked Estep 
Score: -15845088.000000 Penalty: 2389.256348
	Iteration 64Q: 3 clusters Score -1.584509e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 287622 members 
Entering Unmasked Estep 
Score: -15845118.000000 Penalty: 2389.256348
	Iteration 65Q: 3 clusters Score -1.584512e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 287671 members 
Entering Unmasked Estep 
Score: -15845133.000000 Penalty: 2389.256348
	Iteration 66Q: 3 clusters Score -1.584513e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 287711 members 
Entering Unmasked Estep 
Score: -15845123.000000 Penalty: 2389.256348
	Iteration 67Q: 3 clusters Score -1.584512e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 287756 members 
Entering Unmasked Estep 
Score: -15845113.000000 Penalty: 2389.256348
	Iteration 68Q: 3 clusters Score -1.584511e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 287797 members 
Entering Unmasked Estep 
Score: -15845126.000000 Penalty: 2389.256348
	Iteration 69Q: 3 clusters Score -1.584513e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 287820 members 
Entering Unmasked Estep 
Score: -15845122.000000 Penalty: 2389.256348
	Iteration 70Q: 3 clusters Score -1.584512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 287835 members 
Entering Unmasked Estep 
Score: -15845113.000000 Penalty: 2389.256348
	Iteration 71Q: 3 clusters Score -1.584511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 287842 members 
Entering Unmasked Estep 
Score: -15845124.000000 Penalty: 2389.256348
	Iteration 72Q: 3 clusters Score -1.584512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 287850 members 
Entering Unmasked Estep 
Score: -15845109.000000 Penalty: 2389.256348
	Iteration 73Q: 3 clusters Score -1.584511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 287859 members 
Entering Unmasked Estep 
Score: -15845109.000000 Penalty: 2389.256348
	Iteration 74Q: 3 clusters Score -1.584511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 287869 members 
Entering Unmasked Estep 
Score: -15845126.000000 Penalty: 2389.256348
	Iteration 75Q: 3 clusters Score -1.584513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 287879 members 
Entering Unmasked Estep 
Score: -15845117.000000 Penalty: 2389.256348
	Iteration 76Q: 3 clusters Score -1.584512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 287882 members 
Entering Unmasked Estep 
Score: -15845121.000000 Penalty: 2389.256348
	Iteration 77Q: 3 clusters Score -1.584512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 287888 members 
Entering Unmasked Estep 
Score: -15845119.000000 Penalty: 2389.256348
	Iteration 78Q: 3 clusters Score -1.584512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 287894 members 
Entering Unmasked Estep 
Score: -15845114.000000 Penalty: 2389.256348
	Iteration 79Q: 3 clusters Score -1.584511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 287898 members 
Entering Unmasked Estep 
Score: -15845117.000000 Penalty: 2389.256348
	Iteration 80F: 3 clusters Score -1.584512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 287902 members 
Entering Unmasked Estep 
Score: -15845124.000000 Penalty: 2389.256348
	Iteration 81Q: 3 clusters Score -1.584512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 287906 members 
Entering Unmasked Estep 
Score: -15845126.000000 Penalty: 2389.256348
	Iteration 82Q: 3 clusters Score -1.584513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 287908 members 
Entering Unmasked Estep 
Score: -15845127.000000 Penalty: 2389.256348
	Iteration 83Q: 3 clusters Score -1.584513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 287909 members 
Entering Unmasked Estep 
Score: -15845123.000000 Penalty: 2389.256348
	Iteration 84Q: 3 clusters Score -1.584512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 287911 members 
Entering Unmasked Estep 
Score: -15845132.000000 Penalty: 2389.256348
	Iteration 85Q: 3 clusters Score -1.584513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 287912 members 
Entering Unmasked Estep 
Score: -15845125.000000 Penalty: 2389.256348
	Iteration 86Q: 3 clusters Score -1.584512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 287912 members 
Entering Unmasked Estep 
Score: -15845125.000000 Penalty: 2389.256348
	Iteration 87F: 3 clusters Score -1.584512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Entering Unmasked Estep 
Score: -702671.500000 Penalty: 900.380798
	Iteration 0F: 2 clusters Score -702671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -693748.187500 Penalty: 1800.761597
	Iteration 0F: 3 clusters Score -693748.2 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -697107.250000 Penalty: 1800.761597
	Iteration 1F: 3 clusters Score -697107.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -697432.875000 Penalty: 1800.761597
	Iteration 2F: 3 clusters Score -697432.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -697759.187500 Penalty: 1800.761597
	Iteration 3F: 3 clusters Score -697759.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -698080.375000 Penalty: 1800.761597
	Iteration 4F: 3 clusters Score -698080.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -698435.562500 Penalty: 1800.761597
	Iteration 5F: 3 clusters Score -698435.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -698844.000000 Penalty: 1800.761597
	Iteration 6F: 3 clusters Score -698844 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -699277.125000 Penalty: 1800.761597
	Iteration 7F: 3 clusters Score -699277.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -699680.437500 Penalty: 1800.761597
	Iteration 8Q: 3 clusters Score -699680.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -700074.500000 Penalty: 1800.761597
	Iteration 9Q: 3 clusters Score -700074.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -700389.500000 Penalty: 1800.761597
	Iteration 10Q: 3 clusters Score -700389.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -700622.250000 Penalty: 1800.761597
	Iteration 11Q: 3 clusters Score -700622.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -700774.687500 Penalty: 1800.761597
	Iteration 12Q: 3 clusters Score -700774.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -700914.875000 Penalty: 1800.761597
	Iteration 13Q: 3 clusters Score -700914.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -701039.062500 Penalty: 1800.761597
	Iteration 14Q: 3 clusters Score -701039.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -701156.812500 Penalty: 1800.761597
	Iteration 15Q: 3 clusters Score -701156.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -701276.687500 Penalty: 1800.761597
	Iteration 16Q: 3 clusters Score -701276.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -701380.625000 Penalty: 1800.761597
	Iteration 17Q: 3 clusters Score -701380.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -701462.875000 Penalty: 1800.761597
	Iteration 18Q: 3 clusters Score -701462.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -701525.687500 Penalty: 1800.761597
	Iteration 19Q: 3 clusters Score -701525.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -701585.312500 Penalty: 1800.761597
	Iteration 20F: 3 clusters Score -701585.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -701634.062500 Penalty: 1800.761597
	Iteration 21Q: 3 clusters Score -701634.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -701668.125000 Penalty: 1800.761597
	Iteration 22Q: 3 clusters Score -701668.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -701707.125000 Penalty: 1800.761597
	Iteration 23Q: 3 clusters Score -701707.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -701744.750000 Penalty: 1800.761597
	Iteration 24Q: 3 clusters Score -701744.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -701775.250000 Penalty: 1800.761597
	Iteration 25Q: 3 clusters Score -701775.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -701801.062500 Penalty: 1800.761597
	Iteration 26Q: 3 clusters Score -701801.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -701817.125000 Penalty: 1800.761597
	Iteration 27Q: 3 clusters Score -701817.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -701824.125000 Penalty: 1800.761597
	Iteration 28Q: 3 clusters Score -701824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -701828.687500 Penalty: 1800.761597
	Iteration 29Q: 3 clusters Score -701828.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -701831.500000 Penalty: 1800.761597
	Iteration 30Q: 3 clusters Score -701831.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -701836.062500 Penalty: 1800.761597
	Iteration 31Q: 3 clusters Score -701836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -701840.375000 Penalty: 1800.761597
	Iteration 32Q: 3 clusters Score -701840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -701843.937500 Penalty: 1800.761597
	Iteration 33Q: 3 clusters Score -701843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -701848.562500 Penalty: 1800.761597
	Iteration 34Q: 3 clusters Score -701848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -701852.437500 Penalty: 1800.761597
	Iteration 35Q: 3 clusters Score -701852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -701856.187500 Penalty: 1800.761597
	Iteration 36Q: 3 clusters Score -701856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -701858.000000 Penalty: 1800.761597
	Iteration 37Q: 3 clusters Score -701858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -701861.500000 Penalty: 1800.761597
	Iteration 38Q: 3 clusters Score -701861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -701866.562500 Penalty: 1800.761597
	Iteration 39Q: 3 clusters Score -701866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -701866.000000 Penalty: 1800.761597
	Iteration 40F: 3 clusters Score -701866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -180028.968750 Penalty: 765.300293
	Iteration 0F: 2 clusters Score -180029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -177564.703125 Penalty: 1530.600586
	Iteration 0F: 3 clusters Score -177564.7 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -178279.484375 Penalty: 1530.600586
	Iteration 1F: 3 clusters Score -178279.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -178423.921875 Penalty: 1530.600586
	Iteration 2F: 3 clusters Score -178423.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -178561.812500 Penalty: 1530.600586
	Iteration 3F: 3 clusters Score -178561.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -178679.281250 Penalty: 1530.600586
	Iteration 4F: 3 clusters Score -178679.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -178775.984375 Penalty: 1530.600586
	Iteration 5F: 3 clusters Score -178776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -178862.687500 Penalty: 1530.600586
	Iteration 6Q: 3 clusters Score -178862.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -178954.218750 Penalty: 1530.600586
	Iteration 7Q: 3 clusters Score -178954.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -179065.609375 Penalty: 1530.600586
	Iteration 8Q: 3 clusters Score -179065.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -179174.484375 Penalty: 1530.600586
	Iteration 9Q: 3 clusters Score -179174.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -179255.281250 Penalty: 1530.600586
	Iteration 10Q: 3 clusters Score -179255.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -179290.000000 Penalty: 1530.600586
	Iteration 11Q: 3 clusters Score -179290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -179311.781250 Penalty: 1530.600586
	Iteration 12Q: 3 clusters Score -179311.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -179327.046875 Penalty: 1530.600586
	Iteration 13Q: 3 clusters Score -179327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -179335.140625 Penalty: 1530.600586
	Iteration 14Q: 3 clusters Score -179335.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -179337.718750 Penalty: 1530.600586
	Iteration 15Q: 3 clusters Score -179337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -179337.734375 Penalty: 1530.600586
	Iteration 16Q: 3 clusters Score -179337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -179337.812500 Penalty: 1530.600586
	Iteration 17Q: 3 clusters Score -179337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -179337.812500 Penalty: 1530.600586
	Iteration 18F: 3 clusters Score -179337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Entering Unmasked Estep 
Score: -4154956.250000 Penalty: 1068.643677
	Iteration 0F: 2 clusters Score -4154956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4103425.500000 Penalty: 2137.287354
	Iteration 0F: 3 clusters Score -4103426 nChanged 37010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4126841.750000 Penalty: 2137.287354
	Iteration 1F: 3 clusters Score -4126842 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -4129350.000000 Penalty: 2137.287354
	Iteration 2F: 3 clusters Score -4129350 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -4132403.000000 Penalty: 2137.287354
	Iteration 3F: 3 clusters Score -4132403 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -4135158.250000 Penalty: 2137.287354
	Iteration 4F: 3 clusters Score -4135158 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -4137249.000000 Penalty: 2137.287354
	Iteration 5F: 3 clusters Score -4137249 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -4138530.750000 Penalty: 2137.287354
	Iteration 6Q: 3 clusters Score -4138531 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -4139276.750000 Penalty: 2137.287354
	Iteration 7Q: 3 clusters Score -4139277 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -4139705.500000 Penalty: 2137.287354
	Iteration 8Q: 3 clusters Score -4139706 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -4139941.000000 Penalty: 2137.287354
	Iteration 9Q: 3 clusters Score -4139941 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -4140132.500000 Penalty: 2137.287354
	Iteration 10Q: 3 clusters Score -4140132 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -4140265.500000 Penalty: 2137.287354
	Iteration 11Q: 3 clusters Score -4140266 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -4140392.500000 Penalty: 2137.287354
	Iteration 12Q: 3 clusters Score -4140392 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -4140508.750000 Penalty: 2137.287354
	Iteration 13Q: 3 clusters Score -4140509 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -4140665.750000 Penalty: 2137.287354
	Iteration 14Q: 3 clusters Score -4140666 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -4140887.500000 Penalty: 2137.287354
	Iteration 15Q: 3 clusters Score -4140888 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -4141131.500000 Penalty: 2137.287354
	Iteration 16Q: 3 clusters Score -4141132 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -4141438.750000 Penalty: 2137.287354
	Iteration 17Q: 3 clusters Score -4141439 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -4141960.000000 Penalty: 2137.287354
	Iteration 18Q: 3 clusters Score -4141960 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -4142585.000000 Penalty: 2137.287354
	Iteration 19Q: 3 clusters Score -4142585 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -4143449.000000 Penalty: 2137.287354
	Iteration 20F: 3 clusters Score -4143449 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -4144570.250000 Penalty: 2137.287354
	Iteration 21Q: 3 clusters Score -4144570 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -4145925.000000 Penalty: 2137.287354
	Iteration 22Q: 3 clusters Score -4145925 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -4147469.250000 Penalty: 2137.287354
	Iteration 23Q: 3 clusters Score -4147469 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -4149034.500000 Penalty: 2137.287354
	Iteration 24Q: 3 clusters Score -4149034 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -4150479.250000 Penalty: 2137.287354
	Iteration 25Q: 3 clusters Score -4150479 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -4151772.250000 Penalty: 2137.287354
	Iteration 26Q: 3 clusters Score -4151772 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -4152693.000000 Penalty: 2137.287354
	Iteration 27Q: 3 clusters Score -4152693 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -4153315.250000 Penalty: 2137.287354
	Iteration 28Q: 3 clusters Score -4153315 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -4153661.750000 Penalty: 2137.287354
	Iteration 29Q: 3 clusters Score -4153662 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -4153821.500000 Penalty: 2137.287354
	Iteration 30Q: 3 clusters Score -4153822 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -4153903.500000 Penalty: 2137.287354
	Iteration 31Q: 3 clusters Score -4153904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -4153947.750000 Penalty: 2137.287354
	Iteration 32Q: 3 clusters Score -4153948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -4153986.000000 Penalty: 2137.287354
	Iteration 33Q: 3 clusters Score -4153986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -4154004.750000 Penalty: 2137.287354
	Iteration 34Q: 3 clusters Score -4154005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -4154026.500000 Penalty: 2137.287354
	Iteration 35Q: 3 clusters Score -4154026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -4154042.250000 Penalty: 2137.287354
	Iteration 36Q: 3 clusters Score -4154042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -4154050.000000 Penalty: 2137.287354
	Iteration 37Q: 3 clusters Score -4154050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -4154057.250000 Penalty: 2137.287354
	Iteration 38Q: 3 clusters Score -4154057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -4154076.000000 Penalty: 2137.287354
	Iteration 39Q: 3 clusters Score -4154076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -4154075.750000 Penalty: 2137.287354
	Iteration 40F: 3 clusters Score -4154076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -4154078.500000 Penalty: 2137.287354
	Iteration 41Q: 3 clusters Score -4154078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -4154083.500000 Penalty: 2137.287354
	Iteration 42Q: 3 clusters Score -4154084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -4154088.750000 Penalty: 2137.287354
	Iteration 43Q: 3 clusters Score -4154089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -4154093.500000 Penalty: 2137.287354
	Iteration 44Q: 3 clusters Score -4154094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -4154094.250000 Penalty: 2137.287354
	Iteration 45Q: 3 clusters Score -4154094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -4154102.000000 Penalty: 2137.287354
	Iteration 46Q: 3 clusters Score -4154102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -4154102.000000 Penalty: 2137.287354
	Iteration 47F: 3 clusters Score -4154102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -134538.531250 Penalty: 743.701477
	Iteration 0F: 2 clusters Score -134538.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -132513.359375 Penalty: 1487.402954
	Iteration 0F: 3 clusters Score -132513.4 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -133151.781250 Penalty: 1487.402954
	Iteration 1F: 3 clusters Score -133151.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -133314.796875 Penalty: 1487.402954
	Iteration 2F: 3 clusters Score -133314.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -133418.500000 Penalty: 1487.402954
	Iteration 3F: 3 clusters Score -133418.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -133474.890625 Penalty: 1487.402954
	Iteration 4Q: 3 clusters Score -133474.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -133518.250000 Penalty: 1487.402954
	Iteration 5Q: 3 clusters Score -133518.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -133554.140625 Penalty: 1487.402954
	Iteration 6Q: 3 clusters Score -133554.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -133587.218750 Penalty: 1487.402954
	Iteration 7Q: 3 clusters Score -133587.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133616.250000 Penalty: 1487.402954
	Iteration 8Q: 3 clusters Score -133616.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -133646.281250 Penalty: 1487.402954
	Iteration 9Q: 3 clusters Score -133646.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -133678.609375 Penalty: 1487.402954
	Iteration 10Q: 3 clusters Score -133678.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133696.765625 Penalty: 1487.402954
	Iteration 11Q: 3 clusters Score -133696.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -133714.578125 Penalty: 1487.402954
	Iteration 12Q: 3 clusters Score -133714.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -133735.640625 Penalty: 1487.402954
	Iteration 13Q: 3 clusters Score -133735.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -133758.781250 Penalty: 1487.402954
	Iteration 14Q: 3 clusters Score -133758.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -133775.812500 Penalty: 1487.402954
	Iteration 15Q: 3 clusters Score -133775.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133795.968750 Penalty: 1487.402954
	Iteration 16Q: 3 clusters Score -133796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133816.984375 Penalty: 1487.402954
	Iteration 17Q: 3 clusters Score -133817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133834.953125 Penalty: 1487.402954
	Iteration 18Q: 3 clusters Score -133835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133845.250000 Penalty: 1487.402954
	Iteration 19Q: 3 clusters Score -133845.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133854.296875 Penalty: 1487.402954
	Iteration 20F: 3 clusters Score -133854.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133860.703125 Penalty: 1487.402954
	Iteration 21Q: 3 clusters Score -133860.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133866.281250 Penalty: 1487.402954
	Iteration 22Q: 3 clusters Score -133866.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133871.578125 Penalty: 1487.402954
	Iteration 23Q: 3 clusters Score -133871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133873.968750 Penalty: 1487.402954
	Iteration 24Q: 3 clusters Score -133874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133876.453125 Penalty: 1487.402954
	Iteration 25Q: 3 clusters Score -133876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133878.265625 Penalty: 1487.402954
	Iteration 26Q: 3 clusters Score -133878.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133880.359375 Penalty: 1487.402954
	Iteration 27Q: 3 clusters Score -133880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -133882.125000 Penalty: 1487.402954
	Iteration 28Q: 3 clusters Score -133882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133883.125000 Penalty: 1487.402954
	Iteration 29Q: 3 clusters Score -133883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133883.109375 Penalty: 1487.402954
	Iteration 30Q: 3 clusters Score -133883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133883.359375 Penalty: 1487.402954
	Iteration 31Q: 3 clusters Score -133883.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133883.359375 Penalty: 1487.402954
	Iteration 32F: 3 clusters Score -133883.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -163035.062500 Penalty: 766.617249
	Iteration 0F: 2 clusters Score -163035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -160625.375000 Penalty: 1533.234497
	Iteration 0F: 3 clusters Score -160625.4 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -161354.531250 Penalty: 1533.234497
	Iteration 1F: 3 clusters Score -161354.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -161469.687500 Penalty: 1533.234497
	Iteration 2F: 3 clusters Score -161469.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -161546.250000 Penalty: 1533.234497
	Iteration 3F: 3 clusters Score -161546.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -161602.406250 Penalty: 1533.234497
	Iteration 4Q: 3 clusters Score -161602.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -161648.218750 Penalty: 1533.234497
	Iteration 5Q: 3 clusters Score -161648.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -161695.500000 Penalty: 1533.234497
	Iteration 6Q: 3 clusters Score -161695.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -161750.015625 Penalty: 1533.234497
	Iteration 7Q: 3 clusters Score -161750 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -161824.000000 Penalty: 1533.234497
	Iteration 8Q: 3 clusters Score -161824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -161929.750000 Penalty: 1533.234497
	Iteration 9Q: 3 clusters Score -161929.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -162076.812500 Penalty: 1533.234497
	Iteration 10F: 3 clusters Score -162076.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -162286.687500 Penalty: 1533.234497
	Iteration 11F: 3 clusters Score -162286.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -162490.546875 Penalty: 1533.234497
	Iteration 12Q: 3 clusters Score -162490.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -162649.859375 Penalty: 1533.234497
	Iteration 13Q: 3 clusters Score -162649.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -162761.656250 Penalty: 1533.234497
	Iteration 14Q: 3 clusters Score -162761.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -162801.750000 Penalty: 1533.234497
	Iteration 15Q: 3 clusters Score -162801.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -162815.640625 Penalty: 1533.234497
	Iteration 16Q: 3 clusters Score -162815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -162818.609375 Penalty: 1533.234497
	Iteration 17Q: 3 clusters Score -162818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -162819.359375 Penalty: 1533.234497
	Iteration 18Q: 3 clusters Score -162819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -162820.125000 Penalty: 1533.234497
	Iteration 19Q: 3 clusters Score -162820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -162828.921875 Penalty: 1533.234497
	Iteration 20F: 3 clusters Score -162828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -162834.859375 Penalty: 1533.234497
	Iteration 21Q: 3 clusters Score -162834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -162837.484375 Penalty: 1533.234497
	Iteration 22Q: 3 clusters Score -162837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -162838.062500 Penalty: 1533.234497
	Iteration 23Q: 3 clusters Score -162838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -162838.062500 Penalty: 1533.234497
	Iteration 24F: 3 clusters Score -162838.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -114232.132812 Penalty: 725.857361
	Iteration 0F: 2 clusters Score -114232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -112495.742188 Penalty: 1451.714722
	Iteration 0F: 3 clusters Score -112495.7 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -113001.648438 Penalty: 1451.714722
	Iteration 1F: 3 clusters Score -113001.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -113122.164062 Penalty: 1451.714722
	Iteration 2F: 3 clusters Score -113122.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -113212.093750 Penalty: 1451.714722
	Iteration 3F: 3 clusters Score -113212.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -113289.125000 Penalty: 1451.714722
	Iteration 4Q: 3 clusters Score -113289.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -113333.609375 Penalty: 1451.714722
	Iteration 5Q: 3 clusters Score -113333.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -113362.906250 Penalty: 1451.714722
	Iteration 6Q: 3 clusters Score -113362.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -113381.179688 Penalty: 1451.714722
	Iteration 7Q: 3 clusters Score -113381.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -113396.398438 Penalty: 1451.714722
	Iteration 8Q: 3 clusters Score -113396.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -113410.554688 Penalty: 1451.714722
	Iteration 9Q: 3 clusters Score -113410.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -113423.234375 Penalty: 1451.714722
	Iteration 10Q: 3 clusters Score -113423.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -113434.476562 Penalty: 1451.714722
	Iteration 11Q: 3 clusters Score -113434.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -113444.109375 Penalty: 1451.714722
	Iteration 12Q: 3 clusters Score -113444.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -113448.593750 Penalty: 1451.714722
	Iteration 13Q: 3 clusters Score -113448.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -113451.828125 Penalty: 1451.714722
	Iteration 14Q: 3 clusters Score -113451.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -113456.554688 Penalty: 1451.714722
	Iteration 15Q: 3 clusters Score -113456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -113463.257812 Penalty: 1451.714722
	Iteration 16Q: 3 clusters Score -113463.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -113471.429688 Penalty: 1451.714722
	Iteration 17Q: 3 clusters Score -113471.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -113476.000000 Penalty: 1451.714722
	Iteration 18Q: 3 clusters Score -113476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -113477.640625 Penalty: 1451.714722
	Iteration 19Q: 3 clusters Score -113477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -113479.945312 Penalty: 1451.714722
	Iteration 20F: 3 clusters Score -113479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -113481.273438 Penalty: 1451.714722
	Iteration 21Q: 3 clusters Score -113481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -113482.382812 Penalty: 1451.714722
	Iteration 22Q: 3 clusters Score -113482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -113483.929688 Penalty: 1451.714722
	Iteration 23Q: 3 clusters Score -113483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -113484.796875 Penalty: 1451.714722
	Iteration 24Q: 3 clusters Score -113484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -113485.210938 Penalty: 1451.714722
	Iteration 25Q: 3 clusters Score -113485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -113485.492188 Penalty: 1451.714722
	Iteration 26Q: 3 clusters Score -113485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -113485.578125 Penalty: 1451.714722
	Iteration 27Q: 3 clusters Score -113485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -113485.578125 Penalty: 1451.714722
	Iteration 28F: 3 clusters Score -113485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -149220.781250 Penalty: 769.803162
	Iteration 0F: 2 clusters Score -149220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -146710.109375 Penalty: 1539.606323
	Iteration 0F: 3 clusters Score -146710.1 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -147622.656250 Penalty: 1539.606323
	Iteration 1F: 3 clusters Score -147622.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -147956.218750 Penalty: 1539.606323
	Iteration 2F: 3 clusters Score -147956.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -148281.718750 Penalty: 1539.606323
	Iteration 3F: 3 clusters Score -148281.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -148524.281250 Penalty: 1539.606323
	Iteration 4F: 3 clusters Score -148524.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -148696.609375 Penalty: 1539.606323
	Iteration 5F: 3 clusters Score -148696.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -148801.375000 Penalty: 1539.606323
	Iteration 6Q: 3 clusters Score -148801.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -148890.812500 Penalty: 1539.606323
	Iteration 7Q: 3 clusters Score -148890.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -148931.406250 Penalty: 1539.606323
	Iteration 8Q: 3 clusters Score -148931.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -148957.781250 Penalty: 1539.606323
	Iteration 9Q: 3 clusters Score -148957.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -148973.687500 Penalty: 1539.606323
	Iteration 10Q: 3 clusters Score -148973.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -148982.750000 Penalty: 1539.606323
	Iteration 11Q: 3 clusters Score -148982.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -148987.890625 Penalty: 1539.606323
	Iteration 12Q: 3 clusters Score -148987.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -148990.578125 Penalty: 1539.606323
	Iteration 13Q: 3 clusters Score -148990.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -148992.531250 Penalty: 1539.606323
	Iteration 14Q: 3 clusters Score -148992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -148993.046875 Penalty: 1539.606323
	Iteration 15Q: 3 clusters Score -148993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -148993.046875 Penalty: 1539.606323
	Iteration 16F: 3 clusters Score -148993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Entering Unmasked Estep 
Score: -217617.578125 Penalty: 786.088074
	Iteration 0F: 2 clusters Score -217617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -214728.187500 Penalty: 1572.176147
	Iteration 0F: 3 clusters Score -214728.2 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -215617.687500 Penalty: 1572.176147
	Iteration 1F: 3 clusters Score -215617.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -215733.140625 Penalty: 1572.176147
	Iteration 2F: 3 clusters Score -215733.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -215815.921875 Penalty: 1572.176147
	Iteration 3Q: 3 clusters Score -215815.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -215897.000000 Penalty: 1572.176147
	Iteration 4Q: 3 clusters Score -215897 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -215975.234375 Penalty: 1572.176147
	Iteration 5Q: 3 clusters Score -215975.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -216051.500000 Penalty: 1572.176147
	Iteration 6Q: 3 clusters Score -216051.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -216147.718750 Penalty: 1572.176147
	Iteration 7Q: 3 clusters Score -216147.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -216252.281250 Penalty: 1572.176147
	Iteration 8Q: 3 clusters Score -216252.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -216363.984375 Penalty: 1572.176147
	Iteration 9Q: 3 clusters Score -216364 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -216487.671875 Penalty: 1572.176147
	Iteration 10Q: 3 clusters Score -216487.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -216609.640625 Penalty: 1572.176147
	Iteration 11Q: 3 clusters Score -216609.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -216726.500000 Penalty: 1572.176147
	Iteration 12Q: 3 clusters Score -216726.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -216806.859375 Penalty: 1572.176147
	Iteration 13Q: 3 clusters Score -216806.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -216858.671875 Penalty: 1572.176147
	Iteration 14Q: 3 clusters Score -216858.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -216891.281250 Penalty: 1572.176147
	Iteration 15Q: 3 clusters Score -216891.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -216909.859375 Penalty: 1572.176147
	Iteration 16Q: 3 clusters Score -216909.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -216922.359375 Penalty: 1572.176147
	Iteration 17Q: 3 clusters Score -216922.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -216931.218750 Penalty: 1572.176147
	Iteration 18Q: 3 clusters Score -216931.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -216939.906250 Penalty: 1572.176147
	Iteration 19Q: 3 clusters Score -216939.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -216947.515625 Penalty: 1572.176147
	Iteration 20F: 3 clusters Score -216947.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -216952.531250 Penalty: 1572.176147
	Iteration 21Q: 3 clusters Score -216952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -216957.000000 Penalty: 1572.176147
	Iteration 22Q: 3 clusters Score -216957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -216960.734375 Penalty: 1572.176147
	Iteration 23Q: 3 clusters Score -216960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -216966.328125 Penalty: 1572.176147
	Iteration 24Q: 3 clusters Score -216966.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -216970.718750 Penalty: 1572.176147
	Iteration 25Q: 3 clusters Score -216970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -216976.078125 Penalty: 1572.176147
	Iteration 26Q: 3 clusters Score -216976.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -216980.625000 Penalty: 1572.176147
	Iteration 27Q: 3 clusters Score -216980.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -216985.562500 Penalty: 1572.176147
	Iteration 28Q: 3 clusters Score -216985.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -216989.359375 Penalty: 1572.176147
	Iteration 29Q: 3 clusters Score -216989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -216990.796875 Penalty: 1572.176147
	Iteration 30Q: 3 clusters Score -216990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -216991.734375 Penalty: 1572.176147
	Iteration 31Q: 3 clusters Score -216991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -216993.578125 Penalty: 1572.176147
	Iteration 32Q: 3 clusters Score -216993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -216996.656250 Penalty: 1572.176147
	Iteration 33Q: 3 clusters Score -216996.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -216998.937500 Penalty: 1572.176147
	Iteration 34Q: 3 clusters Score -216998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -217001.093750 Penalty: 1572.176147
	Iteration 35Q: 3 clusters Score -217001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -217002.984375 Penalty: 1572.176147
	Iteration 36Q: 3 clusters Score -217003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -217002.421875 Penalty: 1572.176147
	Iteration 37Q: 3 clusters Score -217002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -217003.343750 Penalty: 1572.176147
	Iteration 38Q: 3 clusters Score -217003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -217003.968750 Penalty: 1572.176147
	Iteration 39Q: 3 clusters Score -217004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -217004.687500 Penalty: 1572.176147
	Iteration 40F: 3 clusters Score -217004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -217004.656250 Penalty: 1572.176147
	Iteration 41Q: 3 clusters Score -217004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -217005.375000 Penalty: 1572.176147
	Iteration 42Q: 3 clusters Score -217005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -217005.375000 Penalty: 1572.176147
	Iteration 43F: 3 clusters Score -217005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -179102.875000 Penalty: 760.857910
	Iteration 0F: 2 clusters Score -179102.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -176787.312500 Penalty: 1521.715820
	Iteration 0F: 3 clusters Score -176787.3 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -177483.796875 Penalty: 1521.715820
	Iteration 1F: 3 clusters Score -177483.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -177621.234375 Penalty: 1521.715820
	Iteration 2F: 3 clusters Score -177621.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -177752.468750 Penalty: 1521.715820
	Iteration 3F: 3 clusters Score -177752.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -177876.578125 Penalty: 1521.715820
	Iteration 4F: 3 clusters Score -177876.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -177986.765625 Penalty: 1521.715820
	Iteration 5Q: 3 clusters Score -177986.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -178096.937500 Penalty: 1521.715820
	Iteration 6Q: 3 clusters Score -178096.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -178198.046875 Penalty: 1521.715820
	Iteration 7Q: 3 clusters Score -178198 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -178290.484375 Penalty: 1521.715820
	Iteration 8Q: 3 clusters Score -178290.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -178349.703125 Penalty: 1521.715820
	Iteration 9Q: 3 clusters Score -178349.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -178384.906250 Penalty: 1521.715820
	Iteration 10Q: 3 clusters Score -178384.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -178397.359375 Penalty: 1521.715820
	Iteration 11Q: 3 clusters Score -178397.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -178409.796875 Penalty: 1521.715820
	Iteration 12Q: 3 clusters Score -178409.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -178420.921875 Penalty: 1521.715820
	Iteration 13Q: 3 clusters Score -178420.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -178429.156250 Penalty: 1521.715820
	Iteration 14Q: 3 clusters Score -178429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -178435.140625 Penalty: 1521.715820
	Iteration 15Q: 3 clusters Score -178435.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -178441.546875 Penalty: 1521.715820
	Iteration 16Q: 3 clusters Score -178441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -178446.000000 Penalty: 1521.715820
	Iteration 17Q: 3 clusters Score -178446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -178450.750000 Penalty: 1521.715820
	Iteration 18Q: 3 clusters Score -178450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -178453.812500 Penalty: 1521.715820
	Iteration 19Q: 3 clusters Score -178453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -178456.625000 Penalty: 1521.715820
	Iteration 20F: 3 clusters Score -178456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -178460.015625 Penalty: 1521.715820
	Iteration 21Q: 3 clusters Score -178460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -178464.343750 Penalty: 1521.715820
	Iteration 22Q: 3 clusters Score -178464.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -178471.281250 Penalty: 1521.715820
	Iteration 23Q: 3 clusters Score -178471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -178476.421875 Penalty: 1521.715820
	Iteration 24Q: 3 clusters Score -178476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -178482.828125 Penalty: 1521.715820
	Iteration 25Q: 3 clusters Score -178482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -178488.234375 Penalty: 1521.715820
	Iteration 26Q: 3 clusters Score -178488.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -178493.406250 Penalty: 1521.715820
	Iteration 27Q: 3 clusters Score -178493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -178495.468750 Penalty: 1521.715820
	Iteration 28Q: 3 clusters Score -178495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -178496.734375 Penalty: 1521.715820
	Iteration 29Q: 3 clusters Score -178496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -178496.734375 Penalty: 1521.715820
	Iteration 30F: 3 clusters Score -178496.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -150422.484375 Penalty: 744.605164
	Iteration 0F: 2 clusters Score -150422.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -148366.578125 Penalty: 1489.210327
	Iteration 0F: 3 clusters Score -148366.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -148898.156250 Penalty: 1489.210327
	Iteration 1F: 3 clusters Score -148898.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -148995.921875 Penalty: 1489.210327
	Iteration 2F: 3 clusters Score -148995.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -149078.812500 Penalty: 1489.210327
	Iteration 3F: 3 clusters Score -149078.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -149144.218750 Penalty: 1489.210327
	Iteration 4Q: 3 clusters Score -149144.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -149221.953125 Penalty: 1489.210327
	Iteration 5Q: 3 clusters Score -149222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -149275.265625 Penalty: 1489.210327
	Iteration 6Q: 3 clusters Score -149275.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -149316.437500 Penalty: 1489.210327
	Iteration 7Q: 3 clusters Score -149316.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -149363.906250 Penalty: 1489.210327
	Iteration 8Q: 3 clusters Score -149363.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -149424.953125 Penalty: 1489.210327
	Iteration 9Q: 3 clusters Score -149425 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -149490.062500 Penalty: 1489.210327
	Iteration 10Q: 3 clusters Score -149490.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149563.546875 Penalty: 1489.210327
	Iteration 11Q: 3 clusters Score -149563.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -149622.031250 Penalty: 1489.210327
	Iteration 12Q: 3 clusters Score -149622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -149669.203125 Penalty: 1489.210327
	Iteration 13Q: 3 clusters Score -149669.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -149716.578125 Penalty: 1489.210327
	Iteration 14Q: 3 clusters Score -149716.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -149765.328125 Penalty: 1489.210327
	Iteration 15Q: 3 clusters Score -149765.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -149809.343750 Penalty: 1489.210327
	Iteration 16Q: 3 clusters Score -149809.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -149840.203125 Penalty: 1489.210327
	Iteration 17Q: 3 clusters Score -149840.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -149860.531250 Penalty: 1489.210327
	Iteration 18Q: 3 clusters Score -149860.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -149871.828125 Penalty: 1489.210327
	Iteration 19Q: 3 clusters Score -149871.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149877.796875 Penalty: 1489.210327
	Iteration 20F: 3 clusters Score -149877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -149881.281250 Penalty: 1489.210327
	Iteration 21Q: 3 clusters Score -149881.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -149884.515625 Penalty: 1489.210327
	Iteration 22Q: 3 clusters Score -149884.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -149887.593750 Penalty: 1489.210327
	Iteration 23Q: 3 clusters Score -149887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -149891.562500 Penalty: 1489.210327
	Iteration 24Q: 3 clusters Score -149891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -149894.296875 Penalty: 1489.210327
	Iteration 25Q: 3 clusters Score -149894.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -149896.234375 Penalty: 1489.210327
	Iteration 26Q: 3 clusters Score -149896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -149896.968750 Penalty: 1489.210327
	Iteration 27Q: 3 clusters Score -149897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -149897.687500 Penalty: 1489.210327
	Iteration 28Q: 3 clusters Score -149897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -149898.500000 Penalty: 1489.210327
	Iteration 29Q: 3 clusters Score -149898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -149898.718750 Penalty: 1489.210327
	Iteration 30Q: 3 clusters Score -149898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -149899.078125 Penalty: 1489.210327
	Iteration 31Q: 3 clusters Score -149899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -149899.453125 Penalty: 1489.210327
	Iteration 32Q: 3 clusters Score -149899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -149899.515625 Penalty: 1489.210327
	Iteration 33Q: 3 clusters Score -149899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -149899.515625 Penalty: 1489.210327
	Iteration 34F: 3 clusters Score -149899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132057 members 
Mstep: Class 16 contains 16565 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 289246 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76794 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637388.000000 Penalty: 38505.800781
Iteration 199Q: 31 clusters Score -3.863739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 22215 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 26645 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 35446 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 6670 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 132055 members 
Mstep: Class 16 contains 16565 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 289247 members 
Mstep: Class 21 contains 13065 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 76794 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38637372.000000 Penalty: 38505.800781
Iteration 200F: 31 clusters Score -3.863737e+07 nChanged 0
Entering ConstructFrom: 
Score: -38637372.000000 Penalty: 38505.800781
Entering ConstructFrom: 
Trying to split cluster 1 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -274822.843750 Penalty: 810.921387
	Iteration 0F: 2 clusters Score -274822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -271149.500000 Penalty: 1621.842773
	Iteration 0F: 3 clusters Score -271149.5 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -272489.000000 Penalty: 1621.842773
	Iteration 1F: 3 clusters Score -272489 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -272807.593750 Penalty: 1621.842773
	Iteration 2F: 3 clusters Score -272807.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -273074.125000 Penalty: 1621.842773
	Iteration 3F: 3 clusters Score -273074.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -273322.031250 Penalty: 1621.842773
	Iteration 4F: 3 clusters Score -273322 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -273552.625000 Penalty: 1621.842773
	Iteration 5F: 3 clusters Score -273552.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -273720.687500 Penalty: 1621.842773
	Iteration 6F: 3 clusters Score -273720.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -273836.375000 Penalty: 1621.842773
	Iteration 7Q: 3 clusters Score -273836.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -273932.625000 Penalty: 1621.842773
	Iteration 8Q: 3 clusters Score -273932.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -274005.437500 Penalty: 1621.842773
	Iteration 9Q: 3 clusters Score -274005.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -274059.250000 Penalty: 1621.842773
	Iteration 10Q: 3 clusters Score -274059.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -274096.218750 Penalty: 1621.842773
	Iteration 11Q: 3 clusters Score -274096.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -274125.968750 Penalty: 1621.842773
	Iteration 12Q: 3 clusters Score -274126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -274146.000000 Penalty: 1621.842773
	Iteration 13Q: 3 clusters Score -274146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -274161.968750 Penalty: 1621.842773
	Iteration 14Q: 3 clusters Score -274162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -274180.187500 Penalty: 1621.842773
	Iteration 15Q: 3 clusters Score -274180.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -274200.968750 Penalty: 1621.842773
	Iteration 16Q: 3 clusters Score -274201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -274227.250000 Penalty: 1621.842773
	Iteration 17Q: 3 clusters Score -274227.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -274252.343750 Penalty: 1621.842773
	Iteration 18Q: 3 clusters Score -274252.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -274274.218750 Penalty: 1621.842773
	Iteration 19Q: 3 clusters Score -274274.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -274307.812500 Penalty: 1621.842773
	Iteration 20F: 3 clusters Score -274307.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -274345.500000 Penalty: 1621.842773
	Iteration 21Q: 3 clusters Score -274345.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -274379.593750 Penalty: 1621.842773
	Iteration 22Q: 3 clusters Score -274379.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -274405.718750 Penalty: 1621.842773
	Iteration 23Q: 3 clusters Score -274405.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -274432.468750 Penalty: 1621.842773
	Iteration 24Q: 3 clusters Score -274432.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -274460.687500 Penalty: 1621.842773
	Iteration 25Q: 3 clusters Score -274460.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -274474.531250 Penalty: 1621.842773
	Iteration 26Q: 3 clusters Score -274474.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -274482.156250 Penalty: 1621.842773
	Iteration 27Q: 3 clusters Score -274482.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -274488.125000 Penalty: 1621.842773
	Iteration 28Q: 3 clusters Score -274488.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -274492.187500 Penalty: 1621.842773
	Iteration 29Q: 3 clusters Score -274492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -274495.812500 Penalty: 1621.842773
	Iteration 30Q: 3 clusters Score -274495.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -274499.437500 Penalty: 1621.842773
	Iteration 31Q: 3 clusters Score -274499.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -274501.406250 Penalty: 1621.842773
	Iteration 32Q: 3 clusters Score -274501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -274503.937500 Penalty: 1621.842773
	Iteration 33Q: 3 clusters Score -274503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -274504.968750 Penalty: 1621.842773
	Iteration 34Q: 3 clusters Score -274505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -274506.187500 Penalty: 1621.842773
	Iteration 35Q: 3 clusters Score -274506.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -274507.218750 Penalty: 1621.842773
	Iteration 36Q: 3 clusters Score -274507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -274507.531250 Penalty: 1621.842773
	Iteration 37Q: 3 clusters Score -274507.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -274507.531250 Penalty: 1621.842773
	Iteration 38F: 3 clusters Score -274507.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Entering Unmasked Estep 
Score: -201622.281250 Penalty: 793.515015
	Iteration 0F: 2 clusters Score -201622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -198506.328125 Penalty: 1587.030029
	Iteration 0F: 3 clusters Score -198506.3 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -199462.562500 Penalty: 1587.030029
	Iteration 1F: 3 clusters Score -199462.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -199618.265625 Penalty: 1587.030029
	Iteration 2F: 3 clusters Score -199618.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -199746.359375 Penalty: 1587.030029
	Iteration 3F: 3 clusters Score -199746.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -199834.093750 Penalty: 1587.030029
	Iteration 4Q: 3 clusters Score -199834.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -199912.062500 Penalty: 1587.030029
	Iteration 5Q: 3 clusters Score -199912.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -199961.031250 Penalty: 1587.030029
	Iteration 6Q: 3 clusters Score -199961 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -199997.750000 Penalty: 1587.030029
	Iteration 7Q: 3 clusters Score -199997.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -200026.062500 Penalty: 1587.030029
	Iteration 8Q: 3 clusters Score -200026.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -200051.453125 Penalty: 1587.030029
	Iteration 9Q: 3 clusters Score -200051.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -200071.078125 Penalty: 1587.030029
	Iteration 10Q: 3 clusters Score -200071.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -200082.796875 Penalty: 1587.030029
	Iteration 11Q: 3 clusters Score -200082.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -200096.109375 Penalty: 1587.030029
	Iteration 12Q: 3 clusters Score -200096.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -200112.406250 Penalty: 1587.030029
	Iteration 13Q: 3 clusters Score -200112.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -200135.015625 Penalty: 1587.030029
	Iteration 14Q: 3 clusters Score -200135 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -200171.531250 Penalty: 1587.030029
	Iteration 15Q: 3 clusters Score -200171.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -200220.234375 Penalty: 1587.030029
	Iteration 16Q: 3 clusters Score -200220.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -200278.781250 Penalty: 1587.030029
	Iteration 17Q: 3 clusters Score -200278.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -200355.187500 Penalty: 1587.030029
	Iteration 18Q: 3 clusters Score -200355.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -200456.203125 Penalty: 1587.030029
	Iteration 19Q: 3 clusters Score -200456.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -200585.625000 Penalty: 1587.030029
	Iteration 20F: 3 clusters Score -200585.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -200719.640625 Penalty: 1587.030029
	Iteration 21Q: 3 clusters Score -200719.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -200851.484375 Penalty: 1587.030029
	Iteration 22Q: 3 clusters Score -200851.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -200969.171875 Penalty: 1587.030029
	Iteration 23Q: 3 clusters Score -200969.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -201055.437500 Penalty: 1587.030029
	Iteration 24Q: 3 clusters Score -201055.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -201128.171875 Penalty: 1587.030029
	Iteration 25Q: 3 clusters Score -201128.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -201181.578125 Penalty: 1587.030029
	Iteration 26Q: 3 clusters Score -201181.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -201221.234375 Penalty: 1587.030029
	Iteration 27Q: 3 clusters Score -201221.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -201248.281250 Penalty: 1587.030029
	Iteration 28Q: 3 clusters Score -201248.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -201265.250000 Penalty: 1587.030029
	Iteration 29Q: 3 clusters Score -201265.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -201274.890625 Penalty: 1587.030029
	Iteration 30Q: 3 clusters Score -201274.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -201281.250000 Penalty: 1587.030029
	Iteration 31Q: 3 clusters Score -201281.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -201286.406250 Penalty: 1587.030029
	Iteration 32Q: 3 clusters Score -201286.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -201288.218750 Penalty: 1587.030029
	Iteration 33Q: 3 clusters Score -201288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -201289.609375 Penalty: 1587.030029
	Iteration 34Q: 3 clusters Score -201289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -201291.140625 Penalty: 1587.030029
	Iteration 35Q: 3 clusters Score -201291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -201291.062500 Penalty: 1587.030029
	Iteration 36Q: 3 clusters Score -201291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -201291.625000 Penalty: 1587.030029
	Iteration 37Q: 3 clusters Score -201291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -201291.812500 Penalty: 1587.030029
	Iteration 38Q: 3 clusters Score -201291.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -201291.812500 Penalty: 1587.030029
	Iteration 39F: 3 clusters Score -201291.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Entering Unmasked Estep 
Score: -1101559.375000 Penalty: 950.809692
	Iteration 0F: 2 clusters Score -1101559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1086686.500000 Penalty: 1901.619385
	Iteration 0F: 3 clusters Score -1086686 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1092849.375000 Penalty: 1901.619385
	Iteration 1F: 3 clusters Score -1092849 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1093225.750000 Penalty: 1901.619385
	Iteration 2Q: 3 clusters Score -1093226 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1093671.750000 Penalty: 1901.619385
	Iteration 3Q: 3 clusters Score -1093672 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1094316.250000 Penalty: 1901.619385
	Iteration 4F: 3 clusters Score -1094316 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1095174.625000 Penalty: 1901.619385
	Iteration 5F: 3 clusters Score -1095175 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1096287.875000 Penalty: 1901.619385
	Iteration 6F: 3 clusters Score -1096288 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1097471.875000 Penalty: 1901.619385
	Iteration 7F: 3 clusters Score -1097472 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1098474.625000 Penalty: 1901.619385
	Iteration 8F: 3 clusters Score -1098475 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1099298.500000 Penalty: 1901.619385
	Iteration 9Q: 3 clusters Score -1099298 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1099914.000000 Penalty: 1901.619385
	Iteration 10Q: 3 clusters Score -1099914 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -1100329.625000 Penalty: 1901.619385
	Iteration 11Q: 3 clusters Score -1100330 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1100571.250000 Penalty: 1901.619385
	Iteration 12Q: 3 clusters Score -1100571 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -1100714.875000 Penalty: 1901.619385
	Iteration 13Q: 3 clusters Score -1100715 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -1100806.750000 Penalty: 1901.619385
	Iteration 14Q: 3 clusters Score -1100807 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -1100865.625000 Penalty: 1901.619385
	Iteration 15Q: 3 clusters Score -1100866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -1100905.750000 Penalty: 1901.619385
	Iteration 16Q: 3 clusters Score -1100906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -1100939.875000 Penalty: 1901.619385
	Iteration 17Q: 3 clusters Score -1100940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -1100960.750000 Penalty: 1901.619385
	Iteration 18Q: 3 clusters Score -1100961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -1100976.375000 Penalty: 1901.619385
	Iteration 19Q: 3 clusters Score -1100976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -1100988.625000 Penalty: 1901.619385
	Iteration 20F: 3 clusters Score -1100989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -1100995.625000 Penalty: 1901.619385
	Iteration 21Q: 3 clusters Score -1100996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -1101002.000000 Penalty: 1901.619385
	Iteration 22Q: 3 clusters Score -1101002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -1101002.375000 Penalty: 1901.619385
	Iteration 23Q: 3 clusters Score -1101002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -1101002.250000 Penalty: 1901.619385
	Iteration 24Q: 3 clusters Score -1101002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -1101004.375000 Penalty: 1901.619385
	Iteration 25Q: 3 clusters Score -1101004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -1101005.625000 Penalty: 1901.619385
	Iteration 26Q: 3 clusters Score -1101006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -1101008.875000 Penalty: 1901.619385
	Iteration 27Q: 3 clusters Score -1101009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1101011.625000 Penalty: 1901.619385
	Iteration 28Q: 3 clusters Score -1101012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -1101013.750000 Penalty: 1901.619385
	Iteration 29Q: 3 clusters Score -1101014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -1101013.750000 Penalty: 1901.619385
	Iteration 30F: 3 clusters Score -1101014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -242931.656250 Penalty: 798.658508
	Iteration 0F: 2 clusters Score -242931.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -239663.953125 Penalty: 1597.317017
	Iteration 0F: 3 clusters Score -239664 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -240604.718750 Penalty: 1597.317017
	Iteration 1F: 3 clusters Score -240604.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -240750.468750 Penalty: 1597.317017
	Iteration 2F: 3 clusters Score -240750.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -240877.640625 Penalty: 1597.317017
	Iteration 3F: 3 clusters Score -240877.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -240972.359375 Penalty: 1597.317017
	Iteration 4F: 3 clusters Score -240972.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -241068.406250 Penalty: 1597.317017
	Iteration 5Q: 3 clusters Score -241068.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -241170.765625 Penalty: 1597.317017
	Iteration 6Q: 3 clusters Score -241170.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -241284.218750 Penalty: 1597.317017
	Iteration 7Q: 3 clusters Score -241284.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -241418.578125 Penalty: 1597.317017
	Iteration 8Q: 3 clusters Score -241418.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -241553.640625 Penalty: 1597.317017
	Iteration 9Q: 3 clusters Score -241553.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -241670.281250 Penalty: 1597.317017
	Iteration 10Q: 3 clusters Score -241670.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -241786.703125 Penalty: 1597.317017
	Iteration 11Q: 3 clusters Score -241786.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -241871.328125 Penalty: 1597.317017
	Iteration 12Q: 3 clusters Score -241871.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -241937.796875 Penalty: 1597.317017
	Iteration 13Q: 3 clusters Score -241937.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -241982.765625 Penalty: 1597.317017
	Iteration 14Q: 3 clusters Score -241982.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -242017.640625 Penalty: 1597.317017
	Iteration 15Q: 3 clusters Score -242017.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -242045.718750 Penalty: 1597.317017
	Iteration 16Q: 3 clusters Score -242045.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -242067.703125 Penalty: 1597.317017
	Iteration 17Q: 3 clusters Score -242067.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -242086.703125 Penalty: 1597.317017
	Iteration 18Q: 3 clusters Score -242086.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -242096.921875 Penalty: 1597.317017
	Iteration 19Q: 3 clusters Score -242096.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -242106.234375 Penalty: 1597.317017
	Iteration 20F: 3 clusters Score -242106.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -242116.500000 Penalty: 1597.317017
	Iteration 21Q: 3 clusters Score -242116.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -242132.750000 Penalty: 1597.317017
	Iteration 22Q: 3 clusters Score -242132.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -242149.437500 Penalty: 1597.317017
	Iteration 23Q: 3 clusters Score -242149.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -242172.734375 Penalty: 1597.317017
	Iteration 24Q: 3 clusters Score -242172.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -242191.984375 Penalty: 1597.317017
	Iteration 25Q: 3 clusters Score -242192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -242203.046875 Penalty: 1597.317017
	Iteration 26Q: 3 clusters Score -242203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -242212.656250 Penalty: 1597.317017
	Iteration 27Q: 3 clusters Score -242212.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -242220.859375 Penalty: 1597.317017
	Iteration 28Q: 3 clusters Score -242220.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -242227.500000 Penalty: 1597.317017
	Iteration 29Q: 3 clusters Score -242227.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -242236.390625 Penalty: 1597.317017
	Iteration 30Q: 3 clusters Score -242236.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -242240.390625 Penalty: 1597.317017
	Iteration 31Q: 3 clusters Score -242240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -242242.328125 Penalty: 1597.317017
	Iteration 32Q: 3 clusters Score -242242.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -242242.875000 Penalty: 1597.317017
	Iteration 33Q: 3 clusters Score -242242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -242244.031250 Penalty: 1597.317017
	Iteration 34Q: 3 clusters Score -242244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -242245.296875 Penalty: 1597.317017
	Iteration 35Q: 3 clusters Score -242245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -242247.031250 Penalty: 1597.317017
	Iteration 36Q: 3 clusters Score -242247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -242249.046875 Penalty: 1597.317017
	Iteration 37Q: 3 clusters Score -242249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -242250.718750 Penalty: 1597.317017
	Iteration 38Q: 3 clusters Score -242250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -242250.593750 Penalty: 1597.317017
	Iteration 39Q: 3 clusters Score -242250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -242251.609375 Penalty: 1597.317017
	Iteration 40F: 3 clusters Score -242251.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -242252.812500 Penalty: 1597.317017
	Iteration 41Q: 3 clusters Score -242252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -242252.859375 Penalty: 1597.317017
	Iteration 42Q: 3 clusters Score -242252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -242252.859375 Penalty: 1597.317017
	Iteration 43F: 3 clusters Score -242252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -106093.234375 Penalty: 719.923828
	Iteration 0F: 2 clusters Score -106093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -104429.437500 Penalty: 1439.847656
	Iteration 0F: 3 clusters Score -104429.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -104873.039062 Penalty: 1439.847656
	Iteration 1F: 3 clusters Score -104873 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -104987.171875 Penalty: 1439.847656
	Iteration 2F: 3 clusters Score -104987.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -105056.328125 Penalty: 1439.847656
	Iteration 3F: 3 clusters Score -105056.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -105107.429688 Penalty: 1439.847656
	Iteration 4Q: 3 clusters Score -105107.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -105145.398438 Penalty: 1439.847656
	Iteration 5Q: 3 clusters Score -105145.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -105181.125000 Penalty: 1439.847656
	Iteration 6Q: 3 clusters Score -105181.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -105214.773438 Penalty: 1439.847656
	Iteration 7Q: 3 clusters Score -105214.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -105241.476562 Penalty: 1439.847656
	Iteration 8Q: 3 clusters Score -105241.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -105265.015625 Penalty: 1439.847656
	Iteration 9Q: 3 clusters Score -105265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -105282.757812 Penalty: 1439.847656
	Iteration 10Q: 3 clusters Score -105282.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -105295.164062 Penalty: 1439.847656
	Iteration 11Q: 3 clusters Score -105295.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -105310.789062 Penalty: 1439.847656
	Iteration 12Q: 3 clusters Score -105310.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -105330.132812 Penalty: 1439.847656
	Iteration 13Q: 3 clusters Score -105330.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -105347.539062 Penalty: 1439.847656
	Iteration 14Q: 3 clusters Score -105347.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -105358.156250 Penalty: 1439.847656
	Iteration 15Q: 3 clusters Score -105358.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -105366.851562 Penalty: 1439.847656
	Iteration 16Q: 3 clusters Score -105366.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -105375.843750 Penalty: 1439.847656
	Iteration 17Q: 3 clusters Score -105375.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -105384.140625 Penalty: 1439.847656
	Iteration 18Q: 3 clusters Score -105384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -105395.320312 Penalty: 1439.847656
	Iteration 19Q: 3 clusters Score -105395.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -105411.789062 Penalty: 1439.847656
	Iteration 20F: 3 clusters Score -105411.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -105426.640625 Penalty: 1439.847656
	Iteration 21Q: 3 clusters Score -105426.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -105438.445312 Penalty: 1439.847656
	Iteration 22Q: 3 clusters Score -105438.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -105451.562500 Penalty: 1439.847656
	Iteration 23Q: 3 clusters Score -105451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -105459.406250 Penalty: 1439.847656
	Iteration 24Q: 3 clusters Score -105459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -105464.718750 Penalty: 1439.847656
	Iteration 25Q: 3 clusters Score -105464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -105470.984375 Penalty: 1439.847656
	Iteration 26Q: 3 clusters Score -105471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -105474.875000 Penalty: 1439.847656
	Iteration 27Q: 3 clusters Score -105474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -105478.648438 Penalty: 1439.847656
	Iteration 28Q: 3 clusters Score -105478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -105480.835938 Penalty: 1439.847656
	Iteration 29Q: 3 clusters Score -105480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -105481.703125 Penalty: 1439.847656
	Iteration 30Q: 3 clusters Score -105481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -105482.015625 Penalty: 1439.847656
	Iteration 31Q: 3 clusters Score -105482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -105482.015625 Penalty: 1439.847656
	Iteration 32F: 3 clusters Score -105482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Entering Unmasked Estep 
Score: -831525.562500 Penalty: 910.149719
	Iteration 0F: 2 clusters Score -831525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -821880.687500 Penalty: 1820.299438
	Iteration 0F: 3 clusters Score -821880.7 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -825538.375000 Penalty: 1820.299438
	Iteration 1F: 3 clusters Score -825538.4 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -825902.187500 Penalty: 1820.299438
	Iteration 2F: 3 clusters Score -825902.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -826362.062500 Penalty: 1820.299438
	Iteration 3F: 3 clusters Score -826362.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -826963.312500 Penalty: 1820.299438
	Iteration 4F: 3 clusters Score -826963.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -827633.187500 Penalty: 1820.299438
	Iteration 5F: 3 clusters Score -827633.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -828339.062500 Penalty: 1820.299438
	Iteration 6F: 3 clusters Score -828339.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -828985.812500 Penalty: 1820.299438
	Iteration 7F: 3 clusters Score -828985.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -829570.250000 Penalty: 1820.299438
	Iteration 8F: 3 clusters Score -829570.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -829995.750000 Penalty: 1820.299438
	Iteration 9Q: 3 clusters Score -829995.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -830287.375000 Penalty: 1820.299438
	Iteration 10Q: 3 clusters Score -830287.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -830454.437500 Penalty: 1820.299438
	Iteration 11Q: 3 clusters Score -830454.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -830562.937500 Penalty: 1820.299438
	Iteration 12Q: 3 clusters Score -830562.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -830639.437500 Penalty: 1820.299438
	Iteration 13Q: 3 clusters Score -830639.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -830691.125000 Penalty: 1820.299438
	Iteration 14Q: 3 clusters Score -830691.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -830712.125000 Penalty: 1820.299438
	Iteration 15Q: 3 clusters Score -830712.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -830719.375000 Penalty: 1820.299438
	Iteration 16Q: 3 clusters Score -830719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -830732.375000 Penalty: 1820.299438
	Iteration 17Q: 3 clusters Score -830732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -830736.437500 Penalty: 1820.299438
	Iteration 18Q: 3 clusters Score -830736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -830738.125000 Penalty: 1820.299438
	Iteration 19Q: 3 clusters Score -830738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -830737.937500 Penalty: 1820.299438
	Iteration 20F: 3 clusters Score -830737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -830739.937500 Penalty: 1820.299438
	Iteration 21Q: 3 clusters Score -830739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -830739.937500 Penalty: 1820.299438
	Iteration 22F: 3 clusters Score -830739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Entering Unmasked Estep 
Score: -1428013.000000 Penalty: 968.083923
	Iteration 0F: 2 clusters Score -1428013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1410080.875000 Penalty: 1936.167847
	Iteration 0F: 3 clusters Score -1410081 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1417626.500000 Penalty: 1936.167847
	Iteration 1F: 3 clusters Score -1417626 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1418376.875000 Penalty: 1936.167847
	Iteration 2F: 3 clusters Score -1418377 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1419256.250000 Penalty: 1936.167847
	Iteration 3F: 3 clusters Score -1419256 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1420322.125000 Penalty: 1936.167847
	Iteration 4F: 3 clusters Score -1420322 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1421573.375000 Penalty: 1936.167847
	Iteration 5F: 3 clusters Score -1421573 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1422653.375000 Penalty: 1936.167847
	Iteration 6F: 3 clusters Score -1422653 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1423467.750000 Penalty: 1936.167847
	Iteration 7F: 3 clusters Score -1423468 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1424029.250000 Penalty: 1936.167847
	Iteration 8Q: 3 clusters Score -1424029 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1424356.500000 Penalty: 1936.167847
	Iteration 9Q: 3 clusters Score -1424356 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1424564.875000 Penalty: 1936.167847
	Iteration 10Q: 3 clusters Score -1424565 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1424745.875000 Penalty: 1936.167847
	Iteration 11Q: 3 clusters Score -1424746 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1424912.500000 Penalty: 1936.167847
	Iteration 12Q: 3 clusters Score -1424912 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1425096.250000 Penalty: 1936.167847
	Iteration 13Q: 3 clusters Score -1425096 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1425259.625000 Penalty: 1936.167847
	Iteration 14Q: 3 clusters Score -1425260 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1425400.875000 Penalty: 1936.167847
	Iteration 15Q: 3 clusters Score -1425401 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1425502.750000 Penalty: 1936.167847
	Iteration 16Q: 3 clusters Score -1425503 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1425580.250000 Penalty: 1936.167847
	Iteration 17Q: 3 clusters Score -1425580 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1425663.250000 Penalty: 1936.167847
	Iteration 18Q: 3 clusters Score -1425663 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1425714.375000 Penalty: 1936.167847
	Iteration 19Q: 3 clusters Score -1425714 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1425761.875000 Penalty: 1936.167847
	Iteration 20F: 3 clusters Score -1425762 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1425800.500000 Penalty: 1936.167847
	Iteration 21Q: 3 clusters Score -1425800 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1425833.375000 Penalty: 1936.167847
	Iteration 22Q: 3 clusters Score -1425833 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1425877.625000 Penalty: 1936.167847
	Iteration 23Q: 3 clusters Score -1425878 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1425922.875000 Penalty: 1936.167847
	Iteration 24Q: 3 clusters Score -1425923 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1425977.250000 Penalty: 1936.167847
	Iteration 25Q: 3 clusters Score -1425977 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1426016.375000 Penalty: 1936.167847
	Iteration 26Q: 3 clusters Score -1426016 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1426065.375000 Penalty: 1936.167847
	Iteration 27Q: 3 clusters Score -1426065 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1426126.375000 Penalty: 1936.167847
	Iteration 28Q: 3 clusters Score -1426126 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1426202.125000 Penalty: 1936.167847
	Iteration 29Q: 3 clusters Score -1426202 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1426266.375000 Penalty: 1936.167847
	Iteration 30Q: 3 clusters Score -1426266 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1426338.250000 Penalty: 1936.167847
	Iteration 31Q: 3 clusters Score -1426338 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1426396.250000 Penalty: 1936.167847
	Iteration 32Q: 3 clusters Score -1426396 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1426473.000000 Penalty: 1936.167847
	Iteration 33Q: 3 clusters Score -1426473 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1426543.125000 Penalty: 1936.167847
	Iteration 34Q: 3 clusters Score -1426543 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1426608.000000 Penalty: 1936.167847
	Iteration 35Q: 3 clusters Score -1426608 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1426667.250000 Penalty: 1936.167847
	Iteration 36Q: 3 clusters Score -1426667 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1426722.750000 Penalty: 1936.167847
	Iteration 37Q: 3 clusters Score -1426723 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1426772.875000 Penalty: 1936.167847
	Iteration 38Q: 3 clusters Score -1426773 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1426831.000000 Penalty: 1936.167847
	Iteration 39Q: 3 clusters Score -1426831 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1426885.375000 Penalty: 1936.167847
	Iteration 40F: 3 clusters Score -1426885 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1426946.875000 Penalty: 1936.167847
	Iteration 41Q: 3 clusters Score -1426947 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1426987.250000 Penalty: 1936.167847
	Iteration 42Q: 3 clusters Score -1426987 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1427018.375000 Penalty: 1936.167847
	Iteration 43Q: 3 clusters Score -1427018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1427049.000000 Penalty: 1936.167847
	Iteration 44Q: 3 clusters Score -1427049 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1427083.625000 Penalty: 1936.167847
	Iteration 45Q: 3 clusters Score -1427084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1427116.500000 Penalty: 1936.167847
	Iteration 46Q: 3 clusters Score -1427116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1427130.750000 Penalty: 1936.167847
	Iteration 47Q: 3 clusters Score -1427131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1427148.375000 Penalty: 1936.167847
	Iteration 48Q: 3 clusters Score -1427148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1427164.875000 Penalty: 1936.167847
	Iteration 49Q: 3 clusters Score -1427165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1427177.750000 Penalty: 1936.167847
	Iteration 50Q: 3 clusters Score -1427178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1427185.500000 Penalty: 1936.167847
	Iteration 51Q: 3 clusters Score -1427186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1427191.125000 Penalty: 1936.167847
	Iteration 52Q: 3 clusters Score -1427191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1427200.500000 Penalty: 1936.167847
	Iteration 53Q: 3 clusters Score -1427200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1427208.250000 Penalty: 1936.167847
	Iteration 54Q: 3 clusters Score -1427208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1427212.875000 Penalty: 1936.167847
	Iteration 55Q: 3 clusters Score -1427213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1427219.125000 Penalty: 1936.167847
	Iteration 56Q: 3 clusters Score -1427219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1427222.250000 Penalty: 1936.167847
	Iteration 57Q: 3 clusters Score -1427222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1427223.750000 Penalty: 1936.167847
	Iteration 58Q: 3 clusters Score -1427224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1427227.625000 Penalty: 1936.167847
	Iteration 59Q: 3 clusters Score -1427228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1427231.125000 Penalty: 1936.167847
	Iteration 60F: 3 clusters Score -1427231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1427235.125000 Penalty: 1936.167847
	Iteration 61Q: 3 clusters Score -1427235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1427237.375000 Penalty: 1936.167847
	Iteration 62Q: 3 clusters Score -1427237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1427240.875000 Penalty: 1936.167847
	Iteration 63Q: 3 clusters Score -1427241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1427243.500000 Penalty: 1936.167847
	Iteration 64Q: 3 clusters Score -1427244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1427243.250000 Penalty: 1936.167847
	Iteration 65Q: 3 clusters Score -1427243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1427245.000000 Penalty: 1936.167847
	Iteration 66Q: 3 clusters Score -1427245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1427246.125000 Penalty: 1936.167847
	Iteration 67Q: 3 clusters Score -1427246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1427248.750000 Penalty: 1936.167847
	Iteration 68Q: 3 clusters Score -1427249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1427252.750000 Penalty: 1936.167847
	Iteration 69Q: 3 clusters Score -1427253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1427254.375000 Penalty: 1936.167847
	Iteration 70Q: 3 clusters Score -1427254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1427256.250000 Penalty: 1936.167847
	Iteration 71Q: 3 clusters Score -1427256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1427256.875000 Penalty: 1936.167847
	Iteration 72Q: 3 clusters Score -1427257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1427258.000000 Penalty: 1936.167847
	Iteration 73Q: 3 clusters Score -1427258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1427259.250000 Penalty: 1936.167847
	Iteration 74Q: 3 clusters Score -1427259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1427261.000000 Penalty: 1936.167847
	Iteration 75Q: 3 clusters Score -1427261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1427264.000000 Penalty: 1936.167847
	Iteration 76Q: 3 clusters Score -1427264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1427265.250000 Penalty: 1936.167847
	Iteration 77Q: 3 clusters Score -1427265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1427265.750000 Penalty: 1936.167847
	Iteration 78Q: 3 clusters Score -1427266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1427267.375000 Penalty: 1936.167847
	Iteration 79Q: 3 clusters Score -1427267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1427267.375000 Penalty: 1936.167847
	Iteration 80F: 3 clusters Score -1427267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1427270.250000 Penalty: 1936.167847
	Iteration 81Q: 3 clusters Score -1427270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1427271.500000 Penalty: 1936.167847
	Iteration 82Q: 3 clusters Score -1427272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1427273.875000 Penalty: 1936.167847
	Iteration 83Q: 3 clusters Score -1427274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1427274.125000 Penalty: 1936.167847
	Iteration 84Q: 3 clusters Score -1427274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1427275.125000 Penalty: 1936.167847
	Iteration 85Q: 3 clusters Score -1427275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1427277.875000 Penalty: 1936.167847
	Iteration 86Q: 3 clusters Score -1427278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1427280.875000 Penalty: 1936.167847
	Iteration 87Q: 3 clusters Score -1427281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1427290.500000 Penalty: 1936.167847
	Iteration 88Q: 3 clusters Score -1427290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1427299.250000 Penalty: 1936.167847
	Iteration 89Q: 3 clusters Score -1427299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1427298.750000 Penalty: 1936.167847
	Iteration 90Q: 3 clusters Score -1427299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1427303.125000 Penalty: 1936.167847
	Iteration 91Q: 3 clusters Score -1427303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1427304.875000 Penalty: 1936.167847
	Iteration 92Q: 3 clusters Score -1427305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1427310.500000 Penalty: 1936.167847
	Iteration 93Q: 3 clusters Score -1427310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1427317.750000 Penalty: 1936.167847
	Iteration 94Q: 3 clusters Score -1427318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1427319.375000 Penalty: 1936.167847
	Iteration 95Q: 3 clusters Score -1427319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1427320.375000 Penalty: 1936.167847
	Iteration 96Q: 3 clusters Score -1427320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1427329.875000 Penalty: 1936.167847
	Iteration 97Q: 3 clusters Score -1427330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1427337.250000 Penalty: 1936.167847
	Iteration 98Q: 3 clusters Score -1427337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1427342.375000 Penalty: 1936.167847
	Iteration 99Q: 3 clusters Score -1427342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1427353.875000 Penalty: 1936.167847
	Iteration 100F: 3 clusters Score -1427354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1427360.750000 Penalty: 1936.167847
	Iteration 101Q: 3 clusters Score -1427361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1427363.625000 Penalty: 1936.167847
	Iteration 102Q: 3 clusters Score -1427364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1427369.375000 Penalty: 1936.167847
	Iteration 103Q: 3 clusters Score -1427369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1427376.625000 Penalty: 1936.167847
	Iteration 104Q: 3 clusters Score -1427377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1427387.750000 Penalty: 1936.167847
	Iteration 105Q: 3 clusters Score -1427388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1427390.625000 Penalty: 1936.167847
	Iteration 106Q: 3 clusters Score -1427391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1427396.875000 Penalty: 1936.167847
	Iteration 107Q: 3 clusters Score -1427397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1427400.625000 Penalty: 1936.167847
	Iteration 108Q: 3 clusters Score -1427401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1427401.375000 Penalty: 1936.167847
	Iteration 109Q: 3 clusters Score -1427401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1427404.000000 Penalty: 1936.167847
	Iteration 110Q: 3 clusters Score -1427404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1427407.250000 Penalty: 1936.167847
	Iteration 111Q: 3 clusters Score -1427407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1427410.000000 Penalty: 1936.167847
	Iteration 112Q: 3 clusters Score -1427410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1427413.250000 Penalty: 1936.167847
	Iteration 113Q: 3 clusters Score -1427413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1427416.000000 Penalty: 1936.167847
	Iteration 114Q: 3 clusters Score -1427416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1427419.250000 Penalty: 1936.167847
	Iteration 115Q: 3 clusters Score -1427419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1427422.875000 Penalty: 1936.167847
	Iteration 116Q: 3 clusters Score -1427423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1427426.750000 Penalty: 1936.167847
	Iteration 117Q: 3 clusters Score -1427427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1427427.375000 Penalty: 1936.167847
	Iteration 118Q: 3 clusters Score -1427427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1427431.250000 Penalty: 1936.167847
	Iteration 119Q: 3 clusters Score -1427431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1427432.125000 Penalty: 1936.167847
	Iteration 120F: 3 clusters Score -1427432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1427432.875000 Penalty: 1936.167847
	Iteration 121Q: 3 clusters Score -1427433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1427431.750000 Penalty: 1936.167847
	Iteration 122Q: 3 clusters Score -1427432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1427431.750000 Penalty: 1936.167847
	Iteration 123F: 3 clusters Score -1427432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -246782.500000 Penalty: 800.632019
	Iteration 0F: 2 clusters Score -246782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -243445.906250 Penalty: 1601.264038
	Iteration 0F: 3 clusters Score -243445.9 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -244480.093750 Penalty: 1601.264038
	Iteration 1F: 3 clusters Score -244480.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -244605.500000 Penalty: 1601.264038
	Iteration 2F: 3 clusters Score -244605.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -244679.265625 Penalty: 1601.264038
	Iteration 3Q: 3 clusters Score -244679.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -244746.484375 Penalty: 1601.264038
	Iteration 4Q: 3 clusters Score -244746.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -244799.328125 Penalty: 1601.264038
	Iteration 5Q: 3 clusters Score -244799.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -244841.109375 Penalty: 1601.264038
	Iteration 6Q: 3 clusters Score -244841.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -244876.703125 Penalty: 1601.264038
	Iteration 7Q: 3 clusters Score -244876.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -244920.750000 Penalty: 1601.264038
	Iteration 8Q: 3 clusters Score -244920.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -244977.468750 Penalty: 1601.264038
	Iteration 9Q: 3 clusters Score -244977.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -245061.921875 Penalty: 1601.264038
	Iteration 10Q: 3 clusters Score -245061.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -245182.062500 Penalty: 1601.264038
	Iteration 11Q: 3 clusters Score -245182.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -245358.078125 Penalty: 1601.264038
	Iteration 12F: 3 clusters Score -245358.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -245540.703125 Penalty: 1601.264038
	Iteration 13F: 3 clusters Score -245540.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -245750.656250 Penalty: 1601.264038
	Iteration 14F: 3 clusters Score -245750.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -245973.328125 Penalty: 1601.264038
	Iteration 15Q: 3 clusters Score -245973.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -246117.046875 Penalty: 1601.264038
	Iteration 16Q: 3 clusters Score -246117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -246175.750000 Penalty: 1601.264038
	Iteration 17Q: 3 clusters Score -246175.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -246210.906250 Penalty: 1601.264038
	Iteration 18Q: 3 clusters Score -246210.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -246236.906250 Penalty: 1601.264038
	Iteration 19Q: 3 clusters Score -246236.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -246252.718750 Penalty: 1601.264038
	Iteration 20F: 3 clusters Score -246252.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -246259.812500 Penalty: 1601.264038
	Iteration 21Q: 3 clusters Score -246259.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -246268.500000 Penalty: 1601.264038
	Iteration 22Q: 3 clusters Score -246268.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -246274.828125 Penalty: 1601.264038
	Iteration 23Q: 3 clusters Score -246274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -246278.703125 Penalty: 1601.264038
	Iteration 24Q: 3 clusters Score -246278.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -246280.796875 Penalty: 1601.264038
	Iteration 25Q: 3 clusters Score -246280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -246283.578125 Penalty: 1601.264038
	Iteration 26Q: 3 clusters Score -246283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -246286.265625 Penalty: 1601.264038
	Iteration 27Q: 3 clusters Score -246286.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -246287.953125 Penalty: 1601.264038
	Iteration 28Q: 3 clusters Score -246288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -246289.328125 Penalty: 1601.264038
	Iteration 29Q: 3 clusters Score -246289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -246289.421875 Penalty: 1601.264038
	Iteration 30Q: 3 clusters Score -246289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -246289.718750 Penalty: 1601.264038
	Iteration 31Q: 3 clusters Score -246289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -246289.718750 Penalty: 1601.264038
	Iteration 32F: 3 clusters Score -246289.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Entering Unmasked Estep 
Score: -2031146.750000 Penalty: 995.197693
	Iteration 0F: 2 clusters Score -2031147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2007487.625000 Penalty: 1990.395386
	Iteration 0F: 3 clusters Score -2007488 nChanged 16758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2016957.375000 Penalty: 1990.395386
	Iteration 1F: 3 clusters Score -2016957 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2017852.625000 Penalty: 1990.395386
	Iteration 2F: 3 clusters Score -2017853 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2019262.625000 Penalty: 1990.395386
	Iteration 3F: 3 clusters Score -2019263 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2021093.000000 Penalty: 1990.395386
	Iteration 4F: 3 clusters Score -2021093 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2022938.375000 Penalty: 1990.395386
	Iteration 5F: 3 clusters Score -2022938 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2024377.125000 Penalty: 1990.395386
	Iteration 6F: 3 clusters Score -2024377 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2025276.500000 Penalty: 1990.395386
	Iteration 7F: 3 clusters Score -2025276 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2025791.500000 Penalty: 1990.395386
	Iteration 8Q: 3 clusters Score -2025792 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2026037.250000 Penalty: 1990.395386
	Iteration 9Q: 3 clusters Score -2026037 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2026191.875000 Penalty: 1990.395386
	Iteration 10Q: 3 clusters Score -2026192 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2026290.875000 Penalty: 1990.395386
	Iteration 11Q: 3 clusters Score -2026291 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2026363.375000 Penalty: 1990.395386
	Iteration 12Q: 3 clusters Score -2026363 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2026406.250000 Penalty: 1990.395386
	Iteration 13Q: 3 clusters Score -2026406 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2026435.250000 Penalty: 1990.395386
	Iteration 14Q: 3 clusters Score -2026435 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2026470.250000 Penalty: 1990.395386
	Iteration 15Q: 3 clusters Score -2026470 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2026493.125000 Penalty: 1990.395386
	Iteration 16Q: 3 clusters Score -2026493 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2026514.875000 Penalty: 1990.395386
	Iteration 17Q: 3 clusters Score -2026515 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2026544.625000 Penalty: 1990.395386
	Iteration 18Q: 3 clusters Score -2026545 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2026576.000000 Penalty: 1990.395386
	Iteration 19Q: 3 clusters Score -2026576 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2026604.500000 Penalty: 1990.395386
	Iteration 20F: 3 clusters Score -2026604 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2026651.875000 Penalty: 1990.395386
	Iteration 21Q: 3 clusters Score -2026652 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2026716.875000 Penalty: 1990.395386
	Iteration 22Q: 3 clusters Score -2026717 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2026783.250000 Penalty: 1990.395386
	Iteration 23Q: 3 clusters Score -2026783 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2026861.625000 Penalty: 1990.395386
	Iteration 24Q: 3 clusters Score -2026862 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2026956.375000 Penalty: 1990.395386
	Iteration 25Q: 3 clusters Score -2026956 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2027079.125000 Penalty: 1990.395386
	Iteration 26Q: 3 clusters Score -2027079 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2027237.750000 Penalty: 1990.395386
	Iteration 27Q: 3 clusters Score -2027238 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2027404.375000 Penalty: 1990.395386
	Iteration 28Q: 3 clusters Score -2027404 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2027614.625000 Penalty: 1990.395386
	Iteration 29Q: 3 clusters Score -2027615 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2027854.625000 Penalty: 1990.395386
	Iteration 30Q: 3 clusters Score -2027855 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2028153.000000 Penalty: 1990.395386
	Iteration 31Q: 3 clusters Score -2028153 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2028477.750000 Penalty: 1990.395386
	Iteration 32Q: 3 clusters Score -2028478 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2028784.875000 Penalty: 1990.395386
	Iteration 33Q: 3 clusters Score -2028785 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2029079.250000 Penalty: 1990.395386
	Iteration 34Q: 3 clusters Score -2029079 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2029350.750000 Penalty: 1990.395386
	Iteration 35Q: 3 clusters Score -2029351 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2029573.875000 Penalty: 1990.395386
	Iteration 36Q: 3 clusters Score -2029574 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2029755.250000 Penalty: 1990.395386
	Iteration 37Q: 3 clusters Score -2029755 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2029893.750000 Penalty: 1990.395386
	Iteration 38Q: 3 clusters Score -2029894 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2030013.875000 Penalty: 1990.395386
	Iteration 39Q: 3 clusters Score -2030014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2030090.875000 Penalty: 1990.395386
	Iteration 40F: 3 clusters Score -2030091 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2030146.250000 Penalty: 1990.395386
	Iteration 41Q: 3 clusters Score -2030146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2030179.125000 Penalty: 1990.395386
	Iteration 42Q: 3 clusters Score -2030179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2030210.875000 Penalty: 1990.395386
	Iteration 43Q: 3 clusters Score -2030211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2030234.375000 Penalty: 1990.395386
	Iteration 44Q: 3 clusters Score -2030234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2030263.625000 Penalty: 1990.395386
	Iteration 45Q: 3 clusters Score -2030264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2030276.500000 Penalty: 1990.395386
	Iteration 46Q: 3 clusters Score -2030276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2030289.000000 Penalty: 1990.395386
	Iteration 47Q: 3 clusters Score -2030289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2030301.625000 Penalty: 1990.395386
	Iteration 48Q: 3 clusters Score -2030302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2030311.875000 Penalty: 1990.395386
	Iteration 49Q: 3 clusters Score -2030312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2030321.625000 Penalty: 1990.395386
	Iteration 50Q: 3 clusters Score -2030322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2030332.000000 Penalty: 1990.395386
	Iteration 51Q: 3 clusters Score -2030332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2030340.750000 Penalty: 1990.395386
	Iteration 52Q: 3 clusters Score -2030341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2030343.375000 Penalty: 1990.395386
	Iteration 53Q: 3 clusters Score -2030343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2030343.750000 Penalty: 1990.395386
	Iteration 54Q: 3 clusters Score -2030344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2030344.625000 Penalty: 1990.395386
	Iteration 55Q: 3 clusters Score -2030345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2030344.625000 Penalty: 1990.395386
	Iteration 56Q: 3 clusters Score -2030345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2030343.875000 Penalty: 1990.395386
	Iteration 57Q: 3 clusters Score -2030344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2030348.625000 Penalty: 1990.395386
	Iteration 58Q: 3 clusters Score -2030349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2030347.625000 Penalty: 1990.395386
	Iteration 59Q: 3 clusters Score -2030348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2030351.000000 Penalty: 1990.395386
	Iteration 60F: 3 clusters Score -2030351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -57219.843750 Penalty: 661.772339
	Iteration 0F: 2 clusters Score -57219.84 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 548 members 
Entering Unmasked Estep 
Score: -56120.921875 Penalty: 1323.544678
	Iteration 0F: 3 clusters Score -56120.92 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -56341.843750 Penalty: 1323.544678
	Iteration 1F: 3 clusters Score -56341.84 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -56398.738281 Penalty: 1323.544678
	Iteration 2F: 3 clusters Score -56398.74 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -56438.480469 Penalty: 1323.544678
	Iteration 3F: 3 clusters Score -56438.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -56468.171875 Penalty: 1323.544678
	Iteration 4Q: 3 clusters Score -56468.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -56487.539062 Penalty: 1323.544678
	Iteration 5Q: 3 clusters Score -56487.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -56498.484375 Penalty: 1323.544678
	Iteration 6Q: 3 clusters Score -56498.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -56510.410156 Penalty: 1323.544678
	Iteration 7Q: 3 clusters Score -56510.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -56517.851562 Penalty: 1323.544678
	Iteration 8Q: 3 clusters Score -56517.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -56528.222656 Penalty: 1323.544678
	Iteration 9Q: 3 clusters Score -56528.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -56540.437500 Penalty: 1323.544678
	Iteration 10Q: 3 clusters Score -56540.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -56553.609375 Penalty: 1323.544678
	Iteration 11Q: 3 clusters Score -56553.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -56568.902344 Penalty: 1323.544678
	Iteration 12Q: 3 clusters Score -56568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -56580.269531 Penalty: 1323.544678
	Iteration 13Q: 3 clusters Score -56580.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -56585.179688 Penalty: 1323.544678
	Iteration 14Q: 3 clusters Score -56585.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -56585.441406 Penalty: 1323.544678
	Iteration 15Q: 3 clusters Score -56585.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -56588.742188 Penalty: 1323.544678
	Iteration 16Q: 3 clusters Score -56588.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -56591.042969 Penalty: 1323.544678
	Iteration 17Q: 3 clusters Score -56591.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -56591.285156 Penalty: 1323.544678
	Iteration 18Q: 3 clusters Score -56591.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -56591.285156 Penalty: 1323.544678
	Iteration 19F: 3 clusters Score -56591.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -289729.250000 Penalty: 821.764160
	Iteration 0F: 2 clusters Score -289729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -285706.875000 Penalty: 1643.528320
	Iteration 0F: 3 clusters Score -285706.9 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -287006.718750 Penalty: 1643.528320
	Iteration 1F: 3 clusters Score -287006.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -287179.562500 Penalty: 1643.528320
	Iteration 2F: 3 clusters Score -287179.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -287315.593750 Penalty: 1643.528320
	Iteration 3F: 3 clusters Score -287315.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -287442.937500 Penalty: 1643.528320
	Iteration 4Q: 3 clusters Score -287442.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -287571.625000 Penalty: 1643.528320
	Iteration 5Q: 3 clusters Score -287571.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -287705.625000 Penalty: 1643.528320
	Iteration 6Q: 3 clusters Score -287705.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -287861.218750 Penalty: 1643.528320
	Iteration 7Q: 3 clusters Score -287861.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -288033.656250 Penalty: 1643.528320
	Iteration 8Q: 3 clusters Score -288033.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -288192.562500 Penalty: 1643.528320
	Iteration 9Q: 3 clusters Score -288192.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -288304.187500 Penalty: 1643.528320
	Iteration 10Q: 3 clusters Score -288304.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -288395.906250 Penalty: 1643.528320
	Iteration 11Q: 3 clusters Score -288395.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -288481.656250 Penalty: 1643.528320
	Iteration 12Q: 3 clusters Score -288481.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -288562.812500 Penalty: 1643.528320
	Iteration 13Q: 3 clusters Score -288562.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -288628.812500 Penalty: 1643.528320
	Iteration 14Q: 3 clusters Score -288628.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -288685.843750 Penalty: 1643.528320
	Iteration 15Q: 3 clusters Score -288685.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -288733.531250 Penalty: 1643.528320
	Iteration 16Q: 3 clusters Score -288733.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -288781.031250 Penalty: 1643.528320
	Iteration 17Q: 3 clusters Score -288781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -288823.843750 Penalty: 1643.528320
	Iteration 18Q: 3 clusters Score -288823.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -288864.156250 Penalty: 1643.528320
	Iteration 19Q: 3 clusters Score -288864.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -288896.375000 Penalty: 1643.528320
	Iteration 20F: 3 clusters Score -288896.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -288915.312500 Penalty: 1643.528320
	Iteration 21Q: 3 clusters Score -288915.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -288929.906250 Penalty: 1643.528320
	Iteration 22Q: 3 clusters Score -288929.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -288941.593750 Penalty: 1643.528320
	Iteration 23Q: 3 clusters Score -288941.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -288951.843750 Penalty: 1643.528320
	Iteration 24Q: 3 clusters Score -288951.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -288962.406250 Penalty: 1643.528320
	Iteration 25Q: 3 clusters Score -288962.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288975.687500 Penalty: 1643.528320
	Iteration 26Q: 3 clusters Score -288975.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288986.843750 Penalty: 1643.528320
	Iteration 27Q: 3 clusters Score -288986.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -288995.437500 Penalty: 1643.528320
	Iteration 28Q: 3 clusters Score -288995.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289003.406250 Penalty: 1643.528320
	Iteration 29Q: 3 clusters Score -289003.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -289007.218750 Penalty: 1643.528320
	Iteration 30Q: 3 clusters Score -289007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -289010.156250 Penalty: 1643.528320
	Iteration 31Q: 3 clusters Score -289010.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -289014.312500 Penalty: 1643.528320
	Iteration 32Q: 3 clusters Score -289014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -289017.437500 Penalty: 1643.528320
	Iteration 33Q: 3 clusters Score -289017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -289019.468750 Penalty: 1643.528320
	Iteration 34Q: 3 clusters Score -289019.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -289020.531250 Penalty: 1643.528320
	Iteration 35Q: 3 clusters Score -289020.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -289023.000000 Penalty: 1643.528320
	Iteration 36Q: 3 clusters Score -289023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289024.031250 Penalty: 1643.528320
	Iteration 37Q: 3 clusters Score -289024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -289024.875000 Penalty: 1643.528320
	Iteration 38Q: 3 clusters Score -289024.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -289026.406250 Penalty: 1643.528320
	Iteration 39Q: 3 clusters Score -289026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -289026.906250 Penalty: 1643.528320
	Iteration 40F: 3 clusters Score -289026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -289027.437500 Penalty: 1643.528320
	Iteration 41Q: 3 clusters Score -289027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -289028.906250 Penalty: 1643.528320
	Iteration 42Q: 3 clusters Score -289028.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289030.531250 Penalty: 1643.528320
	Iteration 43Q: 3 clusters Score -289030.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -289032.375000 Penalty: 1643.528320
	Iteration 44Q: 3 clusters Score -289032.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -289035.625000 Penalty: 1643.528320
	Iteration 45Q: 3 clusters Score -289035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -289037.437500 Penalty: 1643.528320
	Iteration 46Q: 3 clusters Score -289037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -289037.718750 Penalty: 1643.528320
	Iteration 47Q: 3 clusters Score -289037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -289038.000000 Penalty: 1643.528320
	Iteration 48Q: 3 clusters Score -289038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -289037.906250 Penalty: 1643.528320
	Iteration 49Q: 3 clusters Score -289037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -289037.906250 Penalty: 1643.528320
	Iteration 50F: 3 clusters Score -289037.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -305493.531250 Penalty: 836.510620
	Iteration 0F: 2 clusters Score -305493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -300820.343750 Penalty: 1673.021240
	Iteration 0F: 3 clusters Score -300820.3 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -302425.062500 Penalty: 1673.021240
	Iteration 1F: 3 clusters Score -302425.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -302656.718750 Penalty: 1673.021240
	Iteration 2F: 3 clusters Score -302656.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -302922.968750 Penalty: 1673.021240
	Iteration 3F: 3 clusters Score -302923 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -303218.343750 Penalty: 1673.021240
	Iteration 4F: 3 clusters Score -303218.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -303515.968750 Penalty: 1673.021240
	Iteration 5F: 3 clusters Score -303516 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -303856.000000 Penalty: 1673.021240
	Iteration 6F: 3 clusters Score -303856 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -304223.218750 Penalty: 1673.021240
	Iteration 7F: 3 clusters Score -304223.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -304579.718750 Penalty: 1673.021240
	Iteration 8F: 3 clusters Score -304579.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -304835.687500 Penalty: 1673.021240
	Iteration 9Q: 3 clusters Score -304835.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -304972.750000 Penalty: 1673.021240
	Iteration 10Q: 3 clusters Score -304972.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -305054.000000 Penalty: 1673.021240
	Iteration 11Q: 3 clusters Score -305054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -305102.750000 Penalty: 1673.021240
	Iteration 12Q: 3 clusters Score -305102.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -305149.281250 Penalty: 1673.021240
	Iteration 13Q: 3 clusters Score -305149.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -305177.968750 Penalty: 1673.021240
	Iteration 14Q: 3 clusters Score -305178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -305186.968750 Penalty: 1673.021240
	Iteration 15Q: 3 clusters Score -305187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -305193.156250 Penalty: 1673.021240
	Iteration 16Q: 3 clusters Score -305193.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -305198.906250 Penalty: 1673.021240
	Iteration 17Q: 3 clusters Score -305198.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -305202.812500 Penalty: 1673.021240
	Iteration 18Q: 3 clusters Score -305202.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -305206.593750 Penalty: 1673.021240
	Iteration 19Q: 3 clusters Score -305206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -305208.156250 Penalty: 1673.021240
	Iteration 20F: 3 clusters Score -305208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -305209.343750 Penalty: 1673.021240
	Iteration 21Q: 3 clusters Score -305209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -305210.812500 Penalty: 1673.021240
	Iteration 22Q: 3 clusters Score -305210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -305211.312500 Penalty: 1673.021240
	Iteration 23Q: 3 clusters Score -305211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -305211.875000 Penalty: 1673.021240
	Iteration 24Q: 3 clusters Score -305211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -305211.875000 Penalty: 1673.021240
	Iteration 25F: 3 clusters Score -305211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Entering Unmasked Estep 
Score: -1839802.125000 Penalty: 977.766724
	Iteration 0F: 2 clusters Score -1839802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1819997.875000 Penalty: 1955.533447
	Iteration 0F: 3 clusters Score -1819998 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1827830.125000 Penalty: 1955.533447
	Iteration 1F: 3 clusters Score -1827830 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1828112.125000 Penalty: 1955.533447
	Iteration 2Q: 3 clusters Score -1828112 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1828423.375000 Penalty: 1955.533447
	Iteration 3Q: 3 clusters Score -1828423 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1828856.875000 Penalty: 1955.533447
	Iteration 4Q: 3 clusters Score -1828857 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1829540.250000 Penalty: 1955.533447
	Iteration 5Q: 3 clusters Score -1829540 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1830589.125000 Penalty: 1955.533447
	Iteration 6F: 3 clusters Score -1830589 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1832106.375000 Penalty: 1955.533447
	Iteration 7F: 3 clusters Score -1832106 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1833578.000000 Penalty: 1955.533447
	Iteration 8F: 3 clusters Score -1833578 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1834292.500000 Penalty: 1955.533447
	Iteration 9F: 3 clusters Score -1834292 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1834493.125000 Penalty: 1955.533447
	Iteration 10Q: 3 clusters Score -1834493 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1834575.250000 Penalty: 1955.533447
	Iteration 11Q: 3 clusters Score -1834575 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1834621.000000 Penalty: 1955.533447
	Iteration 12Q: 3 clusters Score -1834621 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1834646.250000 Penalty: 1955.533447
	Iteration 13Q: 3 clusters Score -1834646 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1834678.000000 Penalty: 1955.533447
	Iteration 14Q: 3 clusters Score -1834678 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1834704.750000 Penalty: 1955.533447
	Iteration 15Q: 3 clusters Score -1834705 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1834743.500000 Penalty: 1955.533447
	Iteration 16Q: 3 clusters Score -1834744 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1834780.250000 Penalty: 1955.533447
	Iteration 17Q: 3 clusters Score -1834780 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1834825.125000 Penalty: 1955.533447
	Iteration 18Q: 3 clusters Score -1834825 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1834878.375000 Penalty: 1955.533447
	Iteration 19Q: 3 clusters Score -1834878 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1834936.500000 Penalty: 1955.533447
	Iteration 20F: 3 clusters Score -1834936 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1835006.625000 Penalty: 1955.533447
	Iteration 21Q: 3 clusters Score -1835007 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1835079.875000 Penalty: 1955.533447
	Iteration 22Q: 3 clusters Score -1835080 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1835170.375000 Penalty: 1955.533447
	Iteration 23Q: 3 clusters Score -1835170 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1835259.750000 Penalty: 1955.533447
	Iteration 24Q: 3 clusters Score -1835260 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1835337.750000 Penalty: 1955.533447
	Iteration 25Q: 3 clusters Score -1835338 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1835440.500000 Penalty: 1955.533447
	Iteration 26Q: 3 clusters Score -1835440 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1835546.500000 Penalty: 1955.533447
	Iteration 27Q: 3 clusters Score -1835546 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1835676.000000 Penalty: 1955.533447
	Iteration 28Q: 3 clusters Score -1835676 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1835802.875000 Penalty: 1955.533447
	Iteration 29Q: 3 clusters Score -1835803 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1835933.125000 Penalty: 1955.533447
	Iteration 30Q: 3 clusters Score -1835933 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1836080.500000 Penalty: 1955.533447
	Iteration 31Q: 3 clusters Score -1836080 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1836249.625000 Penalty: 1955.533447
	Iteration 32Q: 3 clusters Score -1836250 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1836465.375000 Penalty: 1955.533447
	Iteration 33Q: 3 clusters Score -1836465 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1836696.750000 Penalty: 1955.533447
	Iteration 34Q: 3 clusters Score -1836697 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1836927.750000 Penalty: 1955.533447
	Iteration 35Q: 3 clusters Score -1836928 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1837161.000000 Penalty: 1955.533447
	Iteration 36Q: 3 clusters Score -1837161 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1837405.125000 Penalty: 1955.533447
	Iteration 37Q: 3 clusters Score -1837405 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1837635.375000 Penalty: 1955.533447
	Iteration 38Q: 3 clusters Score -1837635 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1837844.750000 Penalty: 1955.533447
	Iteration 39Q: 3 clusters Score -1837845 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1838035.750000 Penalty: 1955.533447
	Iteration 40F: 3 clusters Score -1838036 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1838219.125000 Penalty: 1955.533447
	Iteration 41Q: 3 clusters Score -1838219 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1838362.250000 Penalty: 1955.533447
	Iteration 42Q: 3 clusters Score -1838362 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1838499.000000 Penalty: 1955.533447
	Iteration 43Q: 3 clusters Score -1838499 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1838594.750000 Penalty: 1955.533447
	Iteration 44Q: 3 clusters Score -1838595 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1838674.375000 Penalty: 1955.533447
	Iteration 45Q: 3 clusters Score -1838674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1838726.375000 Penalty: 1955.533447
	Iteration 46Q: 3 clusters Score -1838726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1838763.250000 Penalty: 1955.533447
	Iteration 47Q: 3 clusters Score -1838763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1838793.250000 Penalty: 1955.533447
	Iteration 48Q: 3 clusters Score -1838793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1838824.000000 Penalty: 1955.533447
	Iteration 49Q: 3 clusters Score -1838824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1838855.000000 Penalty: 1955.533447
	Iteration 50Q: 3 clusters Score -1838855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1838879.750000 Penalty: 1955.533447
	Iteration 51Q: 3 clusters Score -1838880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1838899.125000 Penalty: 1955.533447
	Iteration 52Q: 3 clusters Score -1838899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1838905.500000 Penalty: 1955.533447
	Iteration 53Q: 3 clusters Score -1838906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1838911.250000 Penalty: 1955.533447
	Iteration 54Q: 3 clusters Score -1838911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1838914.250000 Penalty: 1955.533447
	Iteration 55Q: 3 clusters Score -1838914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1838916.250000 Penalty: 1955.533447
	Iteration 56Q: 3 clusters Score -1838916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1838916.375000 Penalty: 1955.533447
	Iteration 57Q: 3 clusters Score -1838916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1838919.250000 Penalty: 1955.533447
	Iteration 58Q: 3 clusters Score -1838919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1838920.125000 Penalty: 1955.533447
	Iteration 59Q: 3 clusters Score -1838920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1838919.250000 Penalty: 1955.533447
	Iteration 60F: 3 clusters Score -1838919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -176039.921875 Penalty: 778.320496
	Iteration 0F: 2 clusters Score -176039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -173343.281250 Penalty: 1556.640991
	Iteration 0F: 3 clusters Score -173343.3 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -174226.765625 Penalty: 1556.640991
	Iteration 1F: 3 clusters Score -174226.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -174414.718750 Penalty: 1556.640991
	Iteration 2F: 3 clusters Score -174414.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -174564.078125 Penalty: 1556.640991
	Iteration 3F: 3 clusters Score -174564.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -174690.265625 Penalty: 1556.640991
	Iteration 4F: 3 clusters Score -174690.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -174796.796875 Penalty: 1556.640991
	Iteration 5Q: 3 clusters Score -174796.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -174908.343750 Penalty: 1556.640991
	Iteration 6Q: 3 clusters Score -174908.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -175018.234375 Penalty: 1556.640991
	Iteration 7Q: 3 clusters Score -175018.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -175101.828125 Penalty: 1556.640991
	Iteration 8Q: 3 clusters Score -175101.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -175179.875000 Penalty: 1556.640991
	Iteration 9Q: 3 clusters Score -175179.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -175256.437500 Penalty: 1556.640991
	Iteration 10Q: 3 clusters Score -175256.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -175310.656250 Penalty: 1556.640991
	Iteration 11Q: 3 clusters Score -175310.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -175348.031250 Penalty: 1556.640991
	Iteration 12Q: 3 clusters Score -175348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -175369.656250 Penalty: 1556.640991
	Iteration 13Q: 3 clusters Score -175369.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -175381.781250 Penalty: 1556.640991
	Iteration 14Q: 3 clusters Score -175381.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -175388.812500 Penalty: 1556.640991
	Iteration 15Q: 3 clusters Score -175388.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -175394.906250 Penalty: 1556.640991
	Iteration 16Q: 3 clusters Score -175394.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -175402.046875 Penalty: 1556.640991
	Iteration 17Q: 3 clusters Score -175402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -175406.375000 Penalty: 1556.640991
	Iteration 18Q: 3 clusters Score -175406.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -175407.953125 Penalty: 1556.640991
	Iteration 19Q: 3 clusters Score -175408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -175409.203125 Penalty: 1556.640991
	Iteration 20F: 3 clusters Score -175409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -175410.281250 Penalty: 1556.640991
	Iteration 21Q: 3 clusters Score -175410.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -175410.328125 Penalty: 1556.640991
	Iteration 22Q: 3 clusters Score -175410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -175410.531250 Penalty: 1556.640991
	Iteration 23Q: 3 clusters Score -175410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -175410.875000 Penalty: 1556.640991
	Iteration 24Q: 3 clusters Score -175410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -175411.093750 Penalty: 1556.640991
	Iteration 25Q: 3 clusters Score -175411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -175411.687500 Penalty: 1556.640991
	Iteration 26Q: 3 clusters Score -175411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -175411.687500 Penalty: 1556.640991
	Iteration 27F: 3 clusters Score -175411.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (132055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132055 members 
Entering Unmasked Estep 
Score: -7200527.500000 Penalty: 1120.142456
	Iteration 0F: 2 clusters Score -7200528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -7111598.000000 Penalty: 2240.284912
	Iteration 0F: 3 clusters Score -7111598 nChanged 64257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -7149493.000000 Penalty: 2240.284912
	Iteration 1F: 3 clusters Score -7149493 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -7150229.500000 Penalty: 2240.284912
	Iteration 2Q: 3 clusters Score -7150230 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -7151087.500000 Penalty: 2240.284912
	Iteration 3Q: 3 clusters Score -7151088 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -7152300.500000 Penalty: 2240.284912
	Iteration 4Q: 3 clusters Score -7152300 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -7153962.500000 Penalty: 2240.284912
	Iteration 5Q: 3 clusters Score -7153962 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -7156567.000000 Penalty: 2240.284912
	Iteration 6Q: 3 clusters Score -7156567 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -7160922.500000 Penalty: 2240.284912
	Iteration 7F: 3 clusters Score -7160922 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -7167168.500000 Penalty: 2240.284912
	Iteration 8F: 3 clusters Score -7167168 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -7173956.000000 Penalty: 2240.284912
	Iteration 9F: 3 clusters Score -7173956 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107202 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -7180351.000000 Penalty: 2240.284912
	Iteration 10F: 3 clusters Score -7180351 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -7185631.000000 Penalty: 2240.284912
	Iteration 11F: 3 clusters Score -7185631 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118710 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -7189633.500000 Penalty: 2240.284912
	Iteration 12Q: 3 clusters Score -7189634 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122711 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -7192640.000000 Penalty: 2240.284912
	Iteration 13Q: 3 clusters Score -7192640 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -7194975.000000 Penalty: 2240.284912
	Iteration 14Q: 3 clusters Score -7194975 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128117 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7196659.500000 Penalty: 2240.284912
	Iteration 15Q: 3 clusters Score -7196660 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129741 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7197895.500000 Penalty: 2240.284912
	Iteration 16Q: 3 clusters Score -7197896 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130809 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7198679.000000 Penalty: 2240.284912
	Iteration 17Q: 3 clusters Score -7198679 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7199118.000000 Penalty: 2240.284912
	Iteration 18Q: 3 clusters Score -7199118 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131658 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7199336.000000 Penalty: 2240.284912
	Iteration 19Q: 3 clusters Score -7199336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131780 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7199411.500000 Penalty: 2240.284912
	Iteration 20F: 3 clusters Score -7199412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131843 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7199443.500000 Penalty: 2240.284912
	Iteration 21Q: 3 clusters Score -7199444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131876 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7199475.500000 Penalty: 2240.284912
	Iteration 22Q: 3 clusters Score -7199476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131894 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7199500.000000 Penalty: 2240.284912
	Iteration 23Q: 3 clusters Score -7199500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131903 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7199511.500000 Penalty: 2240.284912
	Iteration 24Q: 3 clusters Score -7199512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131908 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7199523.500000 Penalty: 2240.284912
	Iteration 25Q: 3 clusters Score -7199524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131912 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7199527.500000 Penalty: 2240.284912
	Iteration 26Q: 3 clusters Score -7199528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131911 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7199525.500000 Penalty: 2240.284912
	Iteration 27Q: 3 clusters Score -7199526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131910 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7199531.500000 Penalty: 2240.284912
	Iteration 28Q: 3 clusters Score -7199532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131910 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7199531.500000 Penalty: 2240.284912
	Iteration 29F: 3 clusters Score -7199532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Entering Unmasked Estep 
Score: -909355.562500 Penalty: 922.929443
	Iteration 0F: 2 clusters Score -909355.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -898193.375000 Penalty: 1845.858887
	Iteration 0F: 3 clusters Score -898193.4 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -902480.000000 Penalty: 1845.858887
	Iteration 1F: 3 clusters Score -902480 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -902772.375000 Penalty: 1845.858887
	Iteration 2Q: 3 clusters Score -902772.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -903082.250000 Penalty: 1845.858887
	Iteration 3Q: 3 clusters Score -903082.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -903424.687500 Penalty: 1845.858887
	Iteration 4Q: 3 clusters Score -903424.7 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -903833.187500 Penalty: 1845.858887
	Iteration 5Q: 3 clusters Score -903833.2 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -904414.125000 Penalty: 1845.858887
	Iteration 6F: 3 clusters Score -904414.1 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -905283.500000 Penalty: 1845.858887
	Iteration 7F: 3 clusters Score -905283.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -906181.062500 Penalty: 1845.858887
	Iteration 8F: 3 clusters Score -906181.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -906847.562500 Penalty: 1845.858887
	Iteration 9Q: 3 clusters Score -906847.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -907238.312500 Penalty: 1845.858887
	Iteration 10Q: 3 clusters Score -907238.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -907485.375000 Penalty: 1845.858887
	Iteration 11Q: 3 clusters Score -907485.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -907633.437500 Penalty: 1845.858887
	Iteration 12Q: 3 clusters Score -907633.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -907760.062500 Penalty: 1845.858887
	Iteration 13Q: 3 clusters Score -907760.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -907866.062500 Penalty: 1845.858887
	Iteration 14Q: 3 clusters Score -907866.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -907964.625000 Penalty: 1845.858887
	Iteration 15Q: 3 clusters Score -907964.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -908064.125000 Penalty: 1845.858887
	Iteration 16Q: 3 clusters Score -908064.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -908155.750000 Penalty: 1845.858887
	Iteration 17Q: 3 clusters Score -908155.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -908246.000000 Penalty: 1845.858887
	Iteration 18Q: 3 clusters Score -908246 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -908331.250000 Penalty: 1845.858887
	Iteration 19Q: 3 clusters Score -908331.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -908392.937500 Penalty: 1845.858887
	Iteration 20F: 3 clusters Score -908392.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -908451.937500 Penalty: 1845.858887
	Iteration 21Q: 3 clusters Score -908451.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -908513.000000 Penalty: 1845.858887
	Iteration 22Q: 3 clusters Score -908513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -908564.937500 Penalty: 1845.858887
	Iteration 23Q: 3 clusters Score -908564.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -908590.875000 Penalty: 1845.858887
	Iteration 24Q: 3 clusters Score -908590.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -908614.375000 Penalty: 1845.858887
	Iteration 25Q: 3 clusters Score -908614.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -908634.312500 Penalty: 1845.858887
	Iteration 26Q: 3 clusters Score -908634.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -908644.312500 Penalty: 1845.858887
	Iteration 27Q: 3 clusters Score -908644.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -908657.312500 Penalty: 1845.858887
	Iteration 28Q: 3 clusters Score -908657.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -908666.500000 Penalty: 1845.858887
	Iteration 29Q: 3 clusters Score -908666.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -908676.937500 Penalty: 1845.858887
	Iteration 30Q: 3 clusters Score -908676.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -908681.437500 Penalty: 1845.858887
	Iteration 31Q: 3 clusters Score -908681.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -908684.250000 Penalty: 1845.858887
	Iteration 32Q: 3 clusters Score -908684.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -908687.750000 Penalty: 1845.858887
	Iteration 33Q: 3 clusters Score -908687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -908689.875000 Penalty: 1845.858887
	Iteration 34Q: 3 clusters Score -908689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -908693.312500 Penalty: 1845.858887
	Iteration 35Q: 3 clusters Score -908693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -908693.437500 Penalty: 1845.858887
	Iteration 36Q: 3 clusters Score -908693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -908695.125000 Penalty: 1845.858887
	Iteration 37Q: 3 clusters Score -908695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -908697.812500 Penalty: 1845.858887
	Iteration 38Q: 3 clusters Score -908697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -908698.500000 Penalty: 1845.858887
	Iteration 39Q: 3 clusters Score -908698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -908699.875000 Penalty: 1845.858887
	Iteration 40F: 3 clusters Score -908699.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -908701.125000 Penalty: 1845.858887
	Iteration 41Q: 3 clusters Score -908701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -908701.000000 Penalty: 1845.858887
	Iteration 42Q: 3 clusters Score -908701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -908703.625000 Penalty: 1845.858887
	Iteration 43Q: 3 clusters Score -908703.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -908703.750000 Penalty: 1845.858887
	Iteration 44Q: 3 clusters Score -908703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -908703.562500 Penalty: 1845.858887
	Iteration 45Q: 3 clusters Score -908703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -908705.562500 Penalty: 1845.858887
	Iteration 46Q: 3 clusters Score -908705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -908705.937500 Penalty: 1845.858887
	Iteration 47Q: 3 clusters Score -908705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -908705.937500 Penalty: 1845.858887
	Iteration 48Q: 3 clusters Score -908705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -908705.937500 Penalty: 1845.858887
	Iteration 49F: 3 clusters Score -908705.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -128138.054688 Penalty: 735.073547
	Iteration 0F: 2 clusters Score -128138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -126215.992188 Penalty: 1470.147095
	Iteration 0F: 3 clusters Score -126216 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -126707.585938 Penalty: 1470.147095
	Iteration 1F: 3 clusters Score -126707.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -126823.671875 Penalty: 1470.147095
	Iteration 2F: 3 clusters Score -126823.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -126901.335938 Penalty: 1470.147095
	Iteration 3F: 3 clusters Score -126901.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -126955.046875 Penalty: 1470.147095
	Iteration 4Q: 3 clusters Score -126955 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -126999.664062 Penalty: 1470.147095
	Iteration 5Q: 3 clusters Score -126999.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -127026.390625 Penalty: 1470.147095
	Iteration 6Q: 3 clusters Score -127026.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -127053.687500 Penalty: 1470.147095
	Iteration 7Q: 3 clusters Score -127053.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -127081.203125 Penalty: 1470.147095
	Iteration 8Q: 3 clusters Score -127081.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -127105.351562 Penalty: 1470.147095
	Iteration 9Q: 3 clusters Score -127105.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -127132.289062 Penalty: 1470.147095
	Iteration 10Q: 3 clusters Score -127132.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -127169.304688 Penalty: 1470.147095
	Iteration 11Q: 3 clusters Score -127169.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127208.687500 Penalty: 1470.147095
	Iteration 12Q: 3 clusters Score -127208.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -127240.921875 Penalty: 1470.147095
	Iteration 13Q: 3 clusters Score -127240.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -127276.156250 Penalty: 1470.147095
	Iteration 14Q: 3 clusters Score -127276.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -127304.875000 Penalty: 1470.147095
	Iteration 15Q: 3 clusters Score -127304.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -127328.593750 Penalty: 1470.147095
	Iteration 16Q: 3 clusters Score -127328.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -127342.929688 Penalty: 1470.147095
	Iteration 17Q: 3 clusters Score -127342.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -127353.445312 Penalty: 1470.147095
	Iteration 18Q: 3 clusters Score -127353.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127359.765625 Penalty: 1470.147095
	Iteration 19Q: 3 clusters Score -127359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127365.015625 Penalty: 1470.147095
	Iteration 20F: 3 clusters Score -127365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -127369.289062 Penalty: 1470.147095
	Iteration 21Q: 3 clusters Score -127369.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127373.796875 Penalty: 1470.147095
	Iteration 22Q: 3 clusters Score -127373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127376.898438 Penalty: 1470.147095
	Iteration 23Q: 3 clusters Score -127376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127377.109375 Penalty: 1470.147095
	Iteration 24Q: 3 clusters Score -127377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127377.484375 Penalty: 1470.147095
	Iteration 25Q: 3 clusters Score -127377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -127378.421875 Penalty: 1470.147095
	Iteration 26Q: 3 clusters Score -127378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127378.726562 Penalty: 1470.147095
	Iteration 27Q: 3 clusters Score -127378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127379.531250 Penalty: 1470.147095
	Iteration 28Q: 3 clusters Score -127379.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127379.531250 Penalty: 1470.147095
	Iteration 29F: 3 clusters Score -127379.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -275966.812500 Penalty: 801.232727
	Iteration 0F: 2 clusters Score -275966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -272580.093750 Penalty: 1602.465454
	Iteration 0F: 3 clusters Score -272580.1 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -273583.375000 Penalty: 1602.465454
	Iteration 1F: 3 clusters Score -273583.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -273707.375000 Penalty: 1602.465454
	Iteration 2F: 3 clusters Score -273707.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -273792.250000 Penalty: 1602.465454
	Iteration 3Q: 3 clusters Score -273792.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -273867.062500 Penalty: 1602.465454
	Iteration 4Q: 3 clusters Score -273867.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -273924.343750 Penalty: 1602.465454
	Iteration 5Q: 3 clusters Score -273924.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -273974.968750 Penalty: 1602.465454
	Iteration 6Q: 3 clusters Score -273975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -274025.062500 Penalty: 1602.465454
	Iteration 7Q: 3 clusters Score -274025.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -274075.437500 Penalty: 1602.465454
	Iteration 8Q: 3 clusters Score -274075.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -274138.187500 Penalty: 1602.465454
	Iteration 9Q: 3 clusters Score -274138.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -274210.250000 Penalty: 1602.465454
	Iteration 10Q: 3 clusters Score -274210.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -274308.625000 Penalty: 1602.465454
	Iteration 11Q: 3 clusters Score -274308.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -274398.312500 Penalty: 1602.465454
	Iteration 12Q: 3 clusters Score -274398.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -274488.468750 Penalty: 1602.465454
	Iteration 13Q: 3 clusters Score -274488.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -274564.968750 Penalty: 1602.465454
	Iteration 14Q: 3 clusters Score -274565 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -274630.218750 Penalty: 1602.465454
	Iteration 15Q: 3 clusters Score -274630.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -274672.968750 Penalty: 1602.465454
	Iteration 16Q: 3 clusters Score -274673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -274703.718750 Penalty: 1602.465454
	Iteration 17Q: 3 clusters Score -274703.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -274722.875000 Penalty: 1602.465454
	Iteration 18Q: 3 clusters Score -274722.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -274735.875000 Penalty: 1602.465454
	Iteration 19Q: 3 clusters Score -274735.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -274745.218750 Penalty: 1602.465454
	Iteration 20F: 3 clusters Score -274745.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -274753.562500 Penalty: 1602.465454
	Iteration 21Q: 3 clusters Score -274753.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -274759.656250 Penalty: 1602.465454
	Iteration 22Q: 3 clusters Score -274759.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -274765.843750 Penalty: 1602.465454
	Iteration 23Q: 3 clusters Score -274765.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -274773.218750 Penalty: 1602.465454
	Iteration 24Q: 3 clusters Score -274773.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -274781.375000 Penalty: 1602.465454
	Iteration 25Q: 3 clusters Score -274781.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -274788.312500 Penalty: 1602.465454
	Iteration 26Q: 3 clusters Score -274788.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -274792.531250 Penalty: 1602.465454
	Iteration 27Q: 3 clusters Score -274792.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -274795.593750 Penalty: 1602.465454
	Iteration 28Q: 3 clusters Score -274795.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -274797.687500 Penalty: 1602.465454
	Iteration 29Q: 3 clusters Score -274797.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -274798.468750 Penalty: 1602.465454
	Iteration 30Q: 3 clusters Score -274798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -274798.718750 Penalty: 1602.465454
	Iteration 31Q: 3 clusters Score -274798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -274799.312500 Penalty: 1602.465454
	Iteration 32Q: 3 clusters Score -274799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -274799.750000 Penalty: 1602.465454
	Iteration 33Q: 3 clusters Score -274799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -274799.750000 Penalty: 1602.465454
	Iteration 34F: 3 clusters Score -274799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Entering Unmasked Estep 
Score: -634917.875000 Penalty: 902.195679
	Iteration 0F: 2 clusters Score -634917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -625872.437500 Penalty: 1804.391357
	Iteration 0F: 3 clusters Score -625872.4 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -629379.750000 Penalty: 1804.391357
	Iteration 1F: 3 clusters Score -629379.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -629744.562500 Penalty: 1804.391357
	Iteration 2F: 3 clusters Score -629744.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -630184.562500 Penalty: 1804.391357
	Iteration 3F: 3 clusters Score -630184.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -630772.937500 Penalty: 1804.391357
	Iteration 4F: 3 clusters Score -630772.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -631463.812500 Penalty: 1804.391357
	Iteration 5F: 3 clusters Score -631463.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -632066.937500 Penalty: 1804.391357
	Iteration 6F: 3 clusters Score -632066.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -632500.750000 Penalty: 1804.391357
	Iteration 7F: 3 clusters Score -632500.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -632829.937500 Penalty: 1804.391357
	Iteration 8Q: 3 clusters Score -632829.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -633089.187500 Penalty: 1804.391357
	Iteration 9Q: 3 clusters Score -633089.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -633259.937500 Penalty: 1804.391357
	Iteration 10Q: 3 clusters Score -633259.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -633384.375000 Penalty: 1804.391357
	Iteration 11Q: 3 clusters Score -633384.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -633484.187500 Penalty: 1804.391357
	Iteration 12Q: 3 clusters Score -633484.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -633568.625000 Penalty: 1804.391357
	Iteration 13Q: 3 clusters Score -633568.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -633642.187500 Penalty: 1804.391357
	Iteration 14Q: 3 clusters Score -633642.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -633700.625000 Penalty: 1804.391357
	Iteration 15Q: 3 clusters Score -633700.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -633746.500000 Penalty: 1804.391357
	Iteration 16Q: 3 clusters Score -633746.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -633782.500000 Penalty: 1804.391357
	Iteration 17Q: 3 clusters Score -633782.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -633812.375000 Penalty: 1804.391357
	Iteration 18Q: 3 clusters Score -633812.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -633845.375000 Penalty: 1804.391357
	Iteration 19Q: 3 clusters Score -633845.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -633875.562500 Penalty: 1804.391357
	Iteration 20F: 3 clusters Score -633875.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -633898.000000 Penalty: 1804.391357
	Iteration 21Q: 3 clusters Score -633898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -633915.812500 Penalty: 1804.391357
	Iteration 22Q: 3 clusters Score -633915.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -633934.687500 Penalty: 1804.391357
	Iteration 23Q: 3 clusters Score -633934.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -633951.500000 Penalty: 1804.391357
	Iteration 24Q: 3 clusters Score -633951.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -633972.625000 Penalty: 1804.391357
	Iteration 25Q: 3 clusters Score -633972.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -633985.562500 Penalty: 1804.391357
	Iteration 26Q: 3 clusters Score -633985.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -633995.500000 Penalty: 1804.391357
	Iteration 27Q: 3 clusters Score -633995.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -634014.687500 Penalty: 1804.391357
	Iteration 28Q: 3 clusters Score -634014.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -634027.750000 Penalty: 1804.391357
	Iteration 29Q: 3 clusters Score -634027.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -634039.562500 Penalty: 1804.391357
	Iteration 30Q: 3 clusters Score -634039.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -634048.187500 Penalty: 1804.391357
	Iteration 31Q: 3 clusters Score -634048.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -634056.125000 Penalty: 1804.391357
	Iteration 32Q: 3 clusters Score -634056.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -634060.875000 Penalty: 1804.391357
	Iteration 33Q: 3 clusters Score -634060.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -634066.812500 Penalty: 1804.391357
	Iteration 34Q: 3 clusters Score -634066.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -634073.187500 Penalty: 1804.391357
	Iteration 35Q: 3 clusters Score -634073.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -634080.750000 Penalty: 1804.391357
	Iteration 36Q: 3 clusters Score -634080.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -634091.437500 Penalty: 1804.391357
	Iteration 37Q: 3 clusters Score -634091.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -634096.687500 Penalty: 1804.391357
	Iteration 38Q: 3 clusters Score -634096.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -634101.812500 Penalty: 1804.391357
	Iteration 39Q: 3 clusters Score -634101.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -634105.875000 Penalty: 1804.391357
	Iteration 40F: 3 clusters Score -634105.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -634109.375000 Penalty: 1804.391357
	Iteration 41Q: 3 clusters Score -634109.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -634110.687500 Penalty: 1804.391357
	Iteration 42Q: 3 clusters Score -634110.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -634114.625000 Penalty: 1804.391357
	Iteration 43Q: 3 clusters Score -634114.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -634121.687500 Penalty: 1804.391357
	Iteration 44Q: 3 clusters Score -634121.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -634128.375000 Penalty: 1804.391357
	Iteration 45Q: 3 clusters Score -634128.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -634131.500000 Penalty: 1804.391357
	Iteration 46Q: 3 clusters Score -634131.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -634134.250000 Penalty: 1804.391357
	Iteration 47Q: 3 clusters Score -634134.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -634138.312500 Penalty: 1804.391357
	Iteration 48Q: 3 clusters Score -634138.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -634143.062500 Penalty: 1804.391357
	Iteration 49Q: 3 clusters Score -634143.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -634145.000000 Penalty: 1804.391357
	Iteration 50Q: 3 clusters Score -634145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -634146.437500 Penalty: 1804.391357
	Iteration 51Q: 3 clusters Score -634146.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -634147.937500 Penalty: 1804.391357
	Iteration 52Q: 3 clusters Score -634147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -634148.125000 Penalty: 1804.391357
	Iteration 53Q: 3 clusters Score -634148.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -634149.625000 Penalty: 1804.391357
	Iteration 54Q: 3 clusters Score -634149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -634149.312500 Penalty: 1804.391357
	Iteration 55Q: 3 clusters Score -634149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -634150.187500 Penalty: 1804.391357
	Iteration 56Q: 3 clusters Score -634150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -634149.687500 Penalty: 1804.391357
	Iteration 57Q: 3 clusters Score -634149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -634150.812500 Penalty: 1804.391357
	Iteration 58Q: 3 clusters Score -634150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -634150.562500 Penalty: 1804.391357
	Iteration 59Q: 3 clusters Score -634150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -634151.250000 Penalty: 1804.391357
	Iteration 60F: 3 clusters Score -634151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -634153.250000 Penalty: 1804.391357
	Iteration 61Q: 3 clusters Score -634153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -634153.312500 Penalty: 1804.391357
	Iteration 62Q: 3 clusters Score -634153.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -634155.500000 Penalty: 1804.391357
	Iteration 63Q: 3 clusters Score -634155.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -634156.312500 Penalty: 1804.391357
	Iteration 64Q: 3 clusters Score -634156.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -634158.250000 Penalty: 1804.391357
	Iteration 65Q: 3 clusters Score -634158.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -634162.062500 Penalty: 1804.391357
	Iteration 66Q: 3 clusters Score -634162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -634164.125000 Penalty: 1804.391357
	Iteration 67Q: 3 clusters Score -634164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -634166.125000 Penalty: 1804.391357
	Iteration 68Q: 3 clusters Score -634166.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -634169.500000 Penalty: 1804.391357
	Iteration 69Q: 3 clusters Score -634169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -634172.125000 Penalty: 1804.391357
	Iteration 70Q: 3 clusters Score -634172.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -634171.750000 Penalty: 1804.391357
	Iteration 71Q: 3 clusters Score -634171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -634174.812500 Penalty: 1804.391357
	Iteration 72Q: 3 clusters Score -634174.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -634176.812500 Penalty: 1804.391357
	Iteration 73Q: 3 clusters Score -634176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -634177.000000 Penalty: 1804.391357
	Iteration 74Q: 3 clusters Score -634177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -634179.437500 Penalty: 1804.391357
	Iteration 75Q: 3 clusters Score -634179.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -634180.500000 Penalty: 1804.391357
	Iteration 76Q: 3 clusters Score -634180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -634179.937500 Penalty: 1804.391357
	Iteration 77Q: 3 clusters Score -634179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -634179.937500 Penalty: 1804.391357
	Iteration 78F: 3 clusters Score -634179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (289247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289247 members 
Entering Unmasked Estep 
Score: -15845896.000000 Penalty: 1194.628418
	Iteration 0F: 2 clusters Score -1.58459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144729 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -15653505.000000 Penalty: 2389.256836
	Iteration 0F: 3 clusters Score -1.56535e+07 nChanged 141886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -15740383.000000 Penalty: 2389.256836
	Iteration 1F: 3 clusters Score -1.574038e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144080 members 
Mstep: Class 2 contains 145167 members 
Entering Unmasked Estep 
Score: -15743437.000000 Penalty: 2389.256836
	Iteration 2Q: 3 clusters Score -1.574344e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142470 members 
Mstep: Class 2 contains 146777 members 
Entering Unmasked Estep 
Score: -15747388.000000 Penalty: 2389.256836
	Iteration 3Q: 3 clusters Score -1.574739e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140409 members 
Mstep: Class 2 contains 148838 members 
Entering Unmasked Estep 
Score: -15752045.000000 Penalty: 2389.256836
	Iteration 4Q: 3 clusters Score -1.575204e+07 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138335 members 
Mstep: Class 2 contains 150912 members 
Entering Unmasked Estep 
Score: -15757418.000000 Penalty: 2389.256836
	Iteration 5Q: 3 clusters Score -1.575742e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136625 members 
Mstep: Class 2 contains 152622 members 
Entering Unmasked Estep 
Score: -15763195.000000 Penalty: 2389.256836
	Iteration 6Q: 3 clusters Score -1.57632e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135275 members 
Mstep: Class 2 contains 153972 members 
Entering Unmasked Estep 
Score: -15768850.000000 Penalty: 2389.256836
	Iteration 7Q: 3 clusters Score -1.576885e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134426 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -15774345.000000 Penalty: 2389.256836
	Iteration 8Q: 3 clusters Score -1.577434e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 155506 members 
Entering Unmasked Estep 
Score: -15779999.000000 Penalty: 2389.256836
	Iteration 9Q: 3 clusters Score -1.578e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133171 members 
Mstep: Class 2 contains 156076 members 
Entering Unmasked Estep 
Score: -15786025.000000 Penalty: 2389.256836
	Iteration 10Q: 3 clusters Score -1.578602e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 156537 members 
Entering Unmasked Estep 
Score: -15792304.000000 Penalty: 2389.256836
	Iteration 11Q: 3 clusters Score -1.57923e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131979 members 
Mstep: Class 2 contains 157268 members 
Entering Unmasked Estep 
Score: -15797482.000000 Penalty: 2389.256836
	Iteration 12Q: 3 clusters Score -1.579748e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130657 members 
Mstep: Class 2 contains 158590 members 
Entering Unmasked Estep 
Score: -15800164.000000 Penalty: 2389.256836
	Iteration 13Q: 3 clusters Score -1.580016e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128898 members 
Mstep: Class 2 contains 160349 members 
Entering Unmasked Estep 
Score: -15801685.000000 Penalty: 2389.256836
	Iteration 14Q: 3 clusters Score -1.580168e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 162504 members 
Entering Unmasked Estep 
Score: -15802529.000000 Penalty: 2389.256836
	Iteration 15Q: 3 clusters Score -1.580253e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124401 members 
Mstep: Class 2 contains 164846 members 
Entering Unmasked Estep 
Score: -15803228.000000 Penalty: 2389.256836
	Iteration 16Q: 3 clusters Score -1.580323e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121791 members 
Mstep: Class 2 contains 167456 members 
Entering Unmasked Estep 
Score: -15804089.000000 Penalty: 2389.256836
	Iteration 17Q: 3 clusters Score -1.580409e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 170260 members 
Entering Unmasked Estep 
Score: -15804926.000000 Penalty: 2389.256836
	Iteration 18Q: 3 clusters Score -1.580493e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 173237 members 
Entering Unmasked Estep 
Score: -15805834.000000 Penalty: 2389.256836
	Iteration 19Q: 3 clusters Score -1.580583e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112895 members 
Mstep: Class 2 contains 176352 members 
Entering Unmasked Estep 
Score: -15806842.000000 Penalty: 2389.256836
	Iteration 20F: 3 clusters Score -1.580684e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109566 members 
Mstep: Class 2 contains 179681 members 
Entering Unmasked Estep 
Score: -15807698.000000 Penalty: 2389.256836
	Iteration 21Q: 3 clusters Score -1.58077e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 183186 members 
Entering Unmasked Estep 
Score: -15808775.000000 Penalty: 2389.256836
	Iteration 22Q: 3 clusters Score -1.580878e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 186801 members 
Entering Unmasked Estep 
Score: -15809690.000000 Penalty: 2389.256836
	Iteration 23Q: 3 clusters Score -1.580969e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 190487 members 
Entering Unmasked Estep 
Score: -15810829.000000 Penalty: 2389.256836
	Iteration 24Q: 3 clusters Score -1.581083e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 194250 members 
Entering Unmasked Estep 
Score: -15811927.000000 Penalty: 2389.256836
	Iteration 25Q: 3 clusters Score -1.581193e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 198069 members 
Entering Unmasked Estep 
Score: -15813004.000000 Penalty: 2389.256836
	Iteration 26Q: 3 clusters Score -1.5813e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 201922 members 
Entering Unmasked Estep 
Score: -15814065.000000 Penalty: 2389.256836
	Iteration 27Q: 3 clusters Score -1.581406e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 205904 members 
Entering Unmasked Estep 
Score: -15815205.000000 Penalty: 2389.256836
	Iteration 28Q: 3 clusters Score -1.58152e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 209880 members 
Entering Unmasked Estep 
Score: -15816243.000000 Penalty: 2389.256836
	Iteration 29Q: 3 clusters Score -1.581624e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 213969 members 
Entering Unmasked Estep 
Score: -15817298.000000 Penalty: 2389.256836
	Iteration 30Q: 3 clusters Score -1.58173e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 218105 members 
Entering Unmasked Estep 
Score: -15818538.000000 Penalty: 2389.256836
	Iteration 31Q: 3 clusters Score -1.581854e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 222241 members 
Entering Unmasked Estep 
Score: -15819748.000000 Penalty: 2389.256836
	Iteration 32Q: 3 clusters Score -1.581975e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 226374 members 
Entering Unmasked Estep 
Score: -15820893.000000 Penalty: 2389.256836
	Iteration 33Q: 3 clusters Score -1.582089e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 230408 members 
Entering Unmasked Estep 
Score: -15822121.000000 Penalty: 2389.256836
	Iteration 34Q: 3 clusters Score -1.582212e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 234449 members 
Entering Unmasked Estep 
Score: -15823323.000000 Penalty: 2389.256836
	Iteration 35Q: 3 clusters Score -1.582332e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 238490 members 
Entering Unmasked Estep 
Score: -15824662.000000 Penalty: 2389.256836
	Iteration 36Q: 3 clusters Score -1.582466e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 242422 members 
Entering Unmasked Estep 
Score: -15826157.000000 Penalty: 2389.256836
	Iteration 37Q: 3 clusters Score -1.582616e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 246286 members 
Entering Unmasked Estep 
Score: -15827455.000000 Penalty: 2389.256836
	Iteration 38Q: 3 clusters Score -1.582746e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 250077 members 
Entering Unmasked Estep 
Score: -15828691.000000 Penalty: 2389.256836
	Iteration 39Q: 3 clusters Score -1.582869e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 253692 members 
Entering Unmasked Estep 
Score: -15829906.000000 Penalty: 2389.256836
	Iteration 40F: 3 clusters Score -1.582991e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 257110 members 
Entering Unmasked Estep 
Score: -15831288.000000 Penalty: 2389.256836
	Iteration 41Q: 3 clusters Score -1.583129e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 260367 members 
Entering Unmasked Estep 
Score: -15832595.000000 Penalty: 2389.256836
	Iteration 42Q: 3 clusters Score -1.58326e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 263411 members 
Entering Unmasked Estep 
Score: -15833681.000000 Penalty: 2389.256836
	Iteration 43Q: 3 clusters Score -1.583368e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 266244 members 
Entering Unmasked Estep 
Score: -15834890.000000 Penalty: 2389.256836
	Iteration 44Q: 3 clusters Score -1.583489e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 268834 members 
Entering Unmasked Estep 
Score: -15835813.000000 Penalty: 2389.256836
	Iteration 45Q: 3 clusters Score -1.583581e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 271206 members 
Entering Unmasked Estep 
Score: -15836834.000000 Penalty: 2389.256836
	Iteration 46Q: 3 clusters Score -1.583683e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 273358 members 
Entering Unmasked Estep 
Score: -15837778.000000 Penalty: 2389.256836
	Iteration 47Q: 3 clusters Score -1.583778e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 275325 members 
Entering Unmasked Estep 
Score: -15838626.000000 Penalty: 2389.256836
	Iteration 48Q: 3 clusters Score -1.583863e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 277115 members 
Entering Unmasked Estep 
Score: -15839396.000000 Penalty: 2389.256836
	Iteration 49Q: 3 clusters Score -1.58394e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 278719 members 
Entering Unmasked Estep 
Score: -15840085.000000 Penalty: 2389.256836
	Iteration 50Q: 3 clusters Score -1.584008e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 280176 members 
Entering Unmasked Estep 
Score: -15840645.000000 Penalty: 2389.256836
	Iteration 51Q: 3 clusters Score -1.584064e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 281466 members 
Entering Unmasked Estep 
Score: -15841212.000000 Penalty: 2389.256836
	Iteration 52Q: 3 clusters Score -1.584121e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 282635 members 
Entering Unmasked Estep 
Score: -15841723.000000 Penalty: 2389.256836
	Iteration 53Q: 3 clusters Score -1.584172e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 283670 members 
Entering Unmasked Estep 
Score: -15842145.000000 Penalty: 2389.256836
	Iteration 54Q: 3 clusters Score -1.584214e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 284598 members 
Entering Unmasked Estep 
Score: -15842594.000000 Penalty: 2389.256836
	Iteration 55Q: 3 clusters Score -1.584259e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 285437 members 
Entering Unmasked Estep 
Score: -15843017.000000 Penalty: 2389.256836
	Iteration 56Q: 3 clusters Score -1.584302e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 286156 members 
Entering Unmasked Estep 
Score: -15843316.000000 Penalty: 2389.256836
	Iteration 57Q: 3 clusters Score -1.584332e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 286766 members 
Entering Unmasked Estep 
Score: -15843623.000000 Penalty: 2389.256836
	Iteration 58Q: 3 clusters Score -1.584362e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 287257 members 
Entering Unmasked Estep 
Score: -15843893.000000 Penalty: 2389.256836
	Iteration 59Q: 3 clusters Score -1.584389e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 287649 members 
Entering Unmasked Estep 
Score: -15844102.000000 Penalty: 2389.256836
	Iteration 60F: 3 clusters Score -1.58441e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 287947 members 
Entering Unmasked Estep 
Score: -15844266.000000 Penalty: 2389.256836
	Iteration 61Q: 3 clusters Score -1.584427e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 288167 members 
Entering Unmasked Estep 
Score: -15844441.000000 Penalty: 2389.256836
	Iteration 62Q: 3 clusters Score -1.584444e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 288312 members 
Entering Unmasked Estep 
Score: -15844505.000000 Penalty: 2389.256836
	Iteration 63Q: 3 clusters Score -1.58445e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 288415 members 
Entering Unmasked Estep 
Score: -15844585.000000 Penalty: 2389.256836
	Iteration 64Q: 3 clusters Score -1.584458e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 288495 members 
Entering Unmasked Estep 
Score: -15844634.000000 Penalty: 2389.256836
	Iteration 65Q: 3 clusters Score -1.584463e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 288555 members 
Entering Unmasked Estep 
Score: -15844679.000000 Penalty: 2389.256836
	Iteration 66Q: 3 clusters Score -1.584468e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 288590 members 
Entering Unmasked Estep 
Score: -15844701.000000 Penalty: 2389.256836
	Iteration 67Q: 3 clusters Score -1.58447e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 288624 members 
Entering Unmasked Estep 
Score: -15844717.000000 Penalty: 2389.256836
	Iteration 68Q: 3 clusters Score -1.584472e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 288659 members 
Entering Unmasked Estep 
Score: -15844742.000000 Penalty: 2389.256836
	Iteration 69Q: 3 clusters Score -1.584474e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 288691 members 
Entering Unmasked Estep 
Score: -15844770.000000 Penalty: 2389.256836
	Iteration 70Q: 3 clusters Score -1.584477e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 288727 members 
Entering Unmasked Estep 
Score: -15844793.000000 Penalty: 2389.256836
	Iteration 71Q: 3 clusters Score -1.584479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 288747 members 
Entering Unmasked Estep 
Score: -15844829.000000 Penalty: 2389.256836
	Iteration 72Q: 3 clusters Score -1.584483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 288765 members 
Entering Unmasked Estep 
Score: -15844827.000000 Penalty: 2389.256836
	Iteration 73Q: 3 clusters Score -1.584483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 288780 members 
Entering Unmasked Estep 
Score: -15844839.000000 Penalty: 2389.256836
	Iteration 74Q: 3 clusters Score -1.584484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 288784 members 
Entering Unmasked Estep 
Score: -15844845.000000 Penalty: 2389.256836
	Iteration 75Q: 3 clusters Score -1.584484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 288788 members 
Entering Unmasked Estep 
Score: -15844848.000000 Penalty: 2389.256836
	Iteration 76Q: 3 clusters Score -1.584485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 288794 members 
Entering Unmasked Estep 
Score: -15844857.000000 Penalty: 2389.256836
	Iteration 77Q: 3 clusters Score -1.584486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 288801 members 
Entering Unmasked Estep 
Score: -15844862.000000 Penalty: 2389.256836
	Iteration 78Q: 3 clusters Score -1.584486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 288804 members 
Entering Unmasked Estep 
Score: -15844854.000000 Penalty: 2389.256836
	Iteration 79Q: 3 clusters Score -1.584485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 288807 members 
Entering Unmasked Estep 
Score: -15844869.000000 Penalty: 2389.256836
	Iteration 80F: 3 clusters Score -1.584487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 288806 members 
Entering Unmasked Estep 
Score: -15844862.000000 Penalty: 2389.256836
	Iteration 81Q: 3 clusters Score -1.584486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 288806 members 
Entering Unmasked Estep 
Score: -15844862.000000 Penalty: 2389.256836
	Iteration 82F: 3 clusters Score -1.584486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Entering Unmasked Estep 
Score: -702671.500000 Penalty: 900.380798
	Iteration 0F: 2 clusters Score -702671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -693828.000000 Penalty: 1800.761597
	Iteration 0F: 3 clusters Score -693828 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -697328.312500 Penalty: 1800.761597
	Iteration 1F: 3 clusters Score -697328.3 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -697700.437500 Penalty: 1800.761597
	Iteration 2F: 3 clusters Score -697700.4 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -698178.312500 Penalty: 1800.761597
	Iteration 3F: 3 clusters Score -698178.3 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -698722.750000 Penalty: 1800.761597
	Iteration 4F: 3 clusters Score -698722.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -699342.062500 Penalty: 1800.761597
	Iteration 5F: 3 clusters Score -699342.1 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -700003.937500 Penalty: 1800.761597
	Iteration 6F: 3 clusters Score -700003.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -700587.875000 Penalty: 1800.761597
	Iteration 7F: 3 clusters Score -700587.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -701090.500000 Penalty: 1800.761597
	Iteration 8Q: 3 clusters Score -701090.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -701432.500000 Penalty: 1800.761597
	Iteration 9Q: 3 clusters Score -701432.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -701607.125000 Penalty: 1800.761597
	Iteration 10Q: 3 clusters Score -701607.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -701695.500000 Penalty: 1800.761597
	Iteration 11Q: 3 clusters Score -701695.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -701748.437500 Penalty: 1800.761597
	Iteration 12Q: 3 clusters Score -701748.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -701790.625000 Penalty: 1800.761597
	Iteration 13Q: 3 clusters Score -701790.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -701812.687500 Penalty: 1800.761597
	Iteration 14Q: 3 clusters Score -701812.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -701831.062500 Penalty: 1800.761597
	Iteration 15Q: 3 clusters Score -701831.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -701843.250000 Penalty: 1800.761597
	Iteration 16Q: 3 clusters Score -701843.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -701851.125000 Penalty: 1800.761597
	Iteration 17Q: 3 clusters Score -701851.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -701857.250000 Penalty: 1800.761597
	Iteration 18Q: 3 clusters Score -701857.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -701865.500000 Penalty: 1800.761597
	Iteration 19Q: 3 clusters Score -701865.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -701871.312500 Penalty: 1800.761597
	Iteration 20F: 3 clusters Score -701871.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -701881.875000 Penalty: 1800.761597
	Iteration 21Q: 3 clusters Score -701881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -701889.062500 Penalty: 1800.761597
	Iteration 22Q: 3 clusters Score -701889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -701900.125000 Penalty: 1800.761597
	Iteration 23Q: 3 clusters Score -701900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -701902.312500 Penalty: 1800.761597
	Iteration 24Q: 3 clusters Score -701902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -701902.312500 Penalty: 1800.761597
	Iteration 25Q: 3 clusters Score -701902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -701902.937500 Penalty: 1800.761597
	Iteration 26Q: 3 clusters Score -701902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -701905.062500 Penalty: 1800.761597
	Iteration 27Q: 3 clusters Score -701905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -701904.562500 Penalty: 1800.761597
	Iteration 28Q: 3 clusters Score -701904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -701904.562500 Penalty: 1800.761597
	Iteration 29F: 3 clusters Score -701904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -180028.968750 Penalty: 765.300293
	Iteration 0F: 2 clusters Score -180029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -177635.421875 Penalty: 1530.600586
	Iteration 0F: 3 clusters Score -177635.4 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -178298.828125 Penalty: 1530.600586
	Iteration 1F: 3 clusters Score -178298.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -178440.500000 Penalty: 1530.600586
	Iteration 2F: 3 clusters Score -178440.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -178574.546875 Penalty: 1530.600586
	Iteration 3F: 3 clusters Score -178574.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -178706.375000 Penalty: 1530.600586
	Iteration 4F: 3 clusters Score -178706.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -178830.437500 Penalty: 1530.600586
	Iteration 5Q: 3 clusters Score -178830.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -178957.187500 Penalty: 1530.600586
	Iteration 6Q: 3 clusters Score -178957.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -179048.296875 Penalty: 1530.600586
	Iteration 7Q: 3 clusters Score -179048.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -179111.750000 Penalty: 1530.600586
	Iteration 8Q: 3 clusters Score -179111.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -179151.828125 Penalty: 1530.600586
	Iteration 9Q: 3 clusters Score -179151.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -179177.578125 Penalty: 1530.600586
	Iteration 10Q: 3 clusters Score -179177.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -179199.812500 Penalty: 1530.600586
	Iteration 11Q: 3 clusters Score -179199.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -179219.265625 Penalty: 1530.600586
	Iteration 12Q: 3 clusters Score -179219.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -179233.078125 Penalty: 1530.600586
	Iteration 13Q: 3 clusters Score -179233.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -179239.125000 Penalty: 1530.600586
	Iteration 14Q: 3 clusters Score -179239.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -179242.640625 Penalty: 1530.600586
	Iteration 15Q: 3 clusters Score -179242.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -179245.796875 Penalty: 1530.600586
	Iteration 16Q: 3 clusters Score -179245.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -179249.187500 Penalty: 1530.600586
	Iteration 17Q: 3 clusters Score -179249.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -179253.218750 Penalty: 1530.600586
	Iteration 18Q: 3 clusters Score -179253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -179254.828125 Penalty: 1530.600586
	Iteration 19Q: 3 clusters Score -179254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -179257.703125 Penalty: 1530.600586
	Iteration 20F: 3 clusters Score -179257.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -179258.609375 Penalty: 1530.600586
	Iteration 21Q: 3 clusters Score -179258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -179259.687500 Penalty: 1530.600586
	Iteration 22Q: 3 clusters Score -179259.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -179261.281250 Penalty: 1530.600586
	Iteration 23Q: 3 clusters Score -179261.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -179262.343750 Penalty: 1530.600586
	Iteration 24Q: 3 clusters Score -179262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -179262.890625 Penalty: 1530.600586
	Iteration 25Q: 3 clusters Score -179262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -179263.703125 Penalty: 1530.600586
	Iteration 26Q: 3 clusters Score -179263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -179265.187500 Penalty: 1530.600586
	Iteration 27Q: 3 clusters Score -179265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -179265.640625 Penalty: 1530.600586
	Iteration 28Q: 3 clusters Score -179265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -179266.234375 Penalty: 1530.600586
	Iteration 29Q: 3 clusters Score -179266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -179267.140625 Penalty: 1530.600586
	Iteration 30Q: 3 clusters Score -179267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -179267.390625 Penalty: 1530.600586
	Iteration 31Q: 3 clusters Score -179267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -179267.609375 Penalty: 1530.600586
	Iteration 32Q: 3 clusters Score -179267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -179268.218750 Penalty: 1530.600586
	Iteration 33Q: 3 clusters Score -179268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -179268.218750 Penalty: 1530.600586
	Iteration 34Q: 3 clusters Score -179268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -179268.218750 Penalty: 1530.600586
	Iteration 35F: 3 clusters Score -179268.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Entering Unmasked Estep 
Score: -4154956.250000 Penalty: 1068.643677
	Iteration 0F: 2 clusters Score -4154956 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 38464 members 
Entering Unmasked Estep 
Score: -4103622.500000 Penalty: 2137.287354
	Iteration 0F: 3 clusters Score -4103622 nChanged 37010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4125508.500000 Penalty: 2137.287354
	Iteration 1F: 3 clusters Score -4125508 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4126465.750000 Penalty: 2137.287354
	Iteration 2Q: 3 clusters Score -4126466 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4127796.750000 Penalty: 2137.287354
	Iteration 3Q: 3 clusters Score -4127797 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4129461.250000 Penalty: 2137.287354
	Iteration 4F: 3 clusters Score -4129461 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4131367.500000 Penalty: 2137.287354
	Iteration 5F: 3 clusters Score -4131368 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4133282.750000 Penalty: 2137.287354
	Iteration 6F: 3 clusters Score -4133283 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4135100.000000 Penalty: 2137.287354
	Iteration 7F: 3 clusters Score -4135100 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4136553.250000 Penalty: 2137.287354
	Iteration 8Q: 3 clusters Score -4136553 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4137614.750000 Penalty: 2137.287354
	Iteration 9Q: 3 clusters Score -4137615 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -4138321.500000 Penalty: 2137.287354
	Iteration 10Q: 3 clusters Score -4138322 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -4138774.250000 Penalty: 2137.287354
	Iteration 11Q: 3 clusters Score -4138774 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4139113.250000 Penalty: 2137.287354
	Iteration 12Q: 3 clusters Score -4139113 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -4139415.500000 Penalty: 2137.287354
	Iteration 13Q: 3 clusters Score -4139416 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -4139608.000000 Penalty: 2137.287354
	Iteration 14Q: 3 clusters Score -4139608 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4139777.500000 Penalty: 2137.287354
	Iteration 15Q: 3 clusters Score -4139778 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4139937.750000 Penalty: 2137.287354
	Iteration 16Q: 3 clusters Score -4139938 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -4140081.250000 Penalty: 2137.287354
	Iteration 17Q: 3 clusters Score -4140081 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4140209.250000 Penalty: 2137.287354
	Iteration 18Q: 3 clusters Score -4140209 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -4140314.250000 Penalty: 2137.287354
	Iteration 19Q: 3 clusters Score -4140314 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4140423.000000 Penalty: 2137.287354
	Iteration 20F: 3 clusters Score -4140423 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4140588.250000 Penalty: 2137.287354
	Iteration 21Q: 3 clusters Score -4140588 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4140746.500000 Penalty: 2137.287354
	Iteration 22Q: 3 clusters Score -4140746 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4141001.500000 Penalty: 2137.287354
	Iteration 23Q: 3 clusters Score -4141002 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -4141321.750000 Penalty: 2137.287354
	Iteration 24Q: 3 clusters Score -4141322 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4141771.250000 Penalty: 2137.287354
	Iteration 25Q: 3 clusters Score -4141771 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4142348.250000 Penalty: 2137.287354
	Iteration 26Q: 3 clusters Score -4142348 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4143115.500000 Penalty: 2137.287354
	Iteration 27Q: 3 clusters Score -4143116 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4144099.500000 Penalty: 2137.287354
	Iteration 28Q: 3 clusters Score -4144100 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4145408.500000 Penalty: 2137.287354
	Iteration 29Q: 3 clusters Score -4145408 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4146877.250000 Penalty: 2137.287354
	Iteration 30Q: 3 clusters Score -4146877 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -4148478.000000 Penalty: 2137.287354
	Iteration 31Q: 3 clusters Score -4148478 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4149924.750000 Penalty: 2137.287354
	Iteration 32Q: 3 clusters Score -4149925 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4151250.750000 Penalty: 2137.287354
	Iteration 33Q: 3 clusters Score -4151251 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4152265.000000 Penalty: 2137.287354
	Iteration 34Q: 3 clusters Score -4152265 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4152910.750000 Penalty: 2137.287354
	Iteration 35Q: 3 clusters Score -4152911 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4153346.500000 Penalty: 2137.287354
	Iteration 36Q: 3 clusters Score -4153346 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4153522.500000 Penalty: 2137.287354
	Iteration 37Q: 3 clusters Score -4153522 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4153615.000000 Penalty: 2137.287354
	Iteration 38Q: 3 clusters Score -4153615 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4153665.250000 Penalty: 2137.287354
	Iteration 39Q: 3 clusters Score -4153665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4153777.000000 Penalty: 2137.287354
	Iteration 40F: 3 clusters Score -4153777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4153892.500000 Penalty: 2137.287354
	Iteration 41Q: 3 clusters Score -4153892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4153945.750000 Penalty: 2137.287354
	Iteration 42Q: 3 clusters Score -4153946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4153974.750000 Penalty: 2137.287354
	Iteration 43Q: 3 clusters Score -4153975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4154005.000000 Penalty: 2137.287354
	Iteration 44Q: 3 clusters Score -4154005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4154025.750000 Penalty: 2137.287354
	Iteration 45Q: 3 clusters Score -4154026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4154042.500000 Penalty: 2137.287354
	Iteration 46Q: 3 clusters Score -4154042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4154057.250000 Penalty: 2137.287354
	Iteration 47Q: 3 clusters Score -4154057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4154061.500000 Penalty: 2137.287354
	Iteration 48Q: 3 clusters Score -4154062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4154074.000000 Penalty: 2137.287354
	Iteration 49Q: 3 clusters Score -4154074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4154088.250000 Penalty: 2137.287354
	Iteration 50Q: 3 clusters Score -4154088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4154095.250000 Penalty: 2137.287354
	Iteration 51Q: 3 clusters Score -4154095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4154093.250000 Penalty: 2137.287354
	Iteration 52Q: 3 clusters Score -4154093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4154097.500000 Penalty: 2137.287354
	Iteration 53Q: 3 clusters Score -4154098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4154098.500000 Penalty: 2137.287354
	Iteration 54Q: 3 clusters Score -4154098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4154098.500000 Penalty: 2137.287354
	Iteration 55Q: 3 clusters Score -4154098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4154101.750000 Penalty: 2137.287354
	Iteration 56Q: 3 clusters Score -4154102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4154104.750000 Penalty: 2137.287354
	Iteration 57Q: 3 clusters Score -4154105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4154104.750000 Penalty: 2137.287354
	Iteration 58F: 3 clusters Score -4154105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -134538.531250 Penalty: 743.701477
	Iteration 0F: 2 clusters Score -134538.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -132512.875000 Penalty: 1487.402954
	Iteration 0F: 3 clusters Score -132512.9 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -133107.890625 Penalty: 1487.402954
	Iteration 1F: 3 clusters Score -133107.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -133254.312500 Penalty: 1487.402954
	Iteration 2F: 3 clusters Score -133254.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -133379.812500 Penalty: 1487.402954
	Iteration 3F: 3 clusters Score -133379.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -133454.593750 Penalty: 1487.402954
	Iteration 4F: 3 clusters Score -133454.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -133530.203125 Penalty: 1487.402954
	Iteration 5Q: 3 clusters Score -133530.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -133588.093750 Penalty: 1487.402954
	Iteration 6Q: 3 clusters Score -133588.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -133628.812500 Penalty: 1487.402954
	Iteration 7Q: 3 clusters Score -133628.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -133657.062500 Penalty: 1487.402954
	Iteration 8Q: 3 clusters Score -133657.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -133671.703125 Penalty: 1487.402954
	Iteration 9Q: 3 clusters Score -133671.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -133679.796875 Penalty: 1487.402954
	Iteration 10Q: 3 clusters Score -133679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -133684.921875 Penalty: 1487.402954
	Iteration 11Q: 3 clusters Score -133684.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -133690.984375 Penalty: 1487.402954
	Iteration 12Q: 3 clusters Score -133691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -133696.843750 Penalty: 1487.402954
	Iteration 13Q: 3 clusters Score -133696.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -133703.781250 Penalty: 1487.402954
	Iteration 14Q: 3 clusters Score -133703.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -133707.828125 Penalty: 1487.402954
	Iteration 15Q: 3 clusters Score -133707.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -133712.796875 Penalty: 1487.402954
	Iteration 16Q: 3 clusters Score -133712.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -133722.296875 Penalty: 1487.402954
	Iteration 17Q: 3 clusters Score -133722.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -133733.453125 Penalty: 1487.402954
	Iteration 18Q: 3 clusters Score -133733.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -133745.593750 Penalty: 1487.402954
	Iteration 19Q: 3 clusters Score -133745.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -133762.656250 Penalty: 1487.402954
	Iteration 20F: 3 clusters Score -133762.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -133773.609375 Penalty: 1487.402954
	Iteration 21Q: 3 clusters Score -133773.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -133790.062500 Penalty: 1487.402954
	Iteration 22Q: 3 clusters Score -133790.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -133806.765625 Penalty: 1487.402954
	Iteration 23Q: 3 clusters Score -133806.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -133818.859375 Penalty: 1487.402954
	Iteration 24Q: 3 clusters Score -133818.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -133826.656250 Penalty: 1487.402954
	Iteration 25Q: 3 clusters Score -133826.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -133833.406250 Penalty: 1487.402954
	Iteration 26Q: 3 clusters Score -133833.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -133838.109375 Penalty: 1487.402954
	Iteration 27Q: 3 clusters Score -133838.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -133842.062500 Penalty: 1487.402954
	Iteration 28Q: 3 clusters Score -133842.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -133847.937500 Penalty: 1487.402954
	Iteration 29Q: 3 clusters Score -133847.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -133854.875000 Penalty: 1487.402954
	Iteration 30Q: 3 clusters Score -133854.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -133862.109375 Penalty: 1487.402954
	Iteration 31Q: 3 clusters Score -133862.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -133870.828125 Penalty: 1487.402954
	Iteration 32Q: 3 clusters Score -133870.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -133880.515625 Penalty: 1487.402954
	Iteration 33Q: 3 clusters Score -133880.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -133892.984375 Penalty: 1487.402954
	Iteration 34Q: 3 clusters Score -133893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -133903.531250 Penalty: 1487.402954
	Iteration 35Q: 3 clusters Score -133903.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -133908.843750 Penalty: 1487.402954
	Iteration 36Q: 3 clusters Score -133908.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -133913.546875 Penalty: 1487.402954
	Iteration 37Q: 3 clusters Score -133913.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -133918.734375 Penalty: 1487.402954
	Iteration 38Q: 3 clusters Score -133918.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -133923.484375 Penalty: 1487.402954
	Iteration 39Q: 3 clusters Score -133923.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -133929.203125 Penalty: 1487.402954
	Iteration 40F: 3 clusters Score -133929.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -133938.234375 Penalty: 1487.402954
	Iteration 41Q: 3 clusters Score -133938.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -133945.234375 Penalty: 1487.402954
	Iteration 42Q: 3 clusters Score -133945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -133950.437500 Penalty: 1487.402954
	Iteration 43Q: 3 clusters Score -133950.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -133955.546875 Penalty: 1487.402954
	Iteration 44Q: 3 clusters Score -133955.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -133961.390625 Penalty: 1487.402954
	Iteration 45Q: 3 clusters Score -133961.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -133966.593750 Penalty: 1487.402954
	Iteration 46Q: 3 clusters Score -133966.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -133974.406250 Penalty: 1487.402954
	Iteration 47Q: 3 clusters Score -133974.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -133980.312500 Penalty: 1487.402954
	Iteration 48Q: 3 clusters Score -133980.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -133984.453125 Penalty: 1487.402954
	Iteration 49Q: 3 clusters Score -133984.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -133988.906250 Penalty: 1487.402954
	Iteration 50Q: 3 clusters Score -133988.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -133994.562500 Penalty: 1487.402954
	Iteration 51Q: 3 clusters Score -133994.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -134000.640625 Penalty: 1487.402954
	Iteration 52Q: 3 clusters Score -134000.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -134005.046875 Penalty: 1487.402954
	Iteration 53Q: 3 clusters Score -134005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -134009.140625 Penalty: 1487.402954
	Iteration 54Q: 3 clusters Score -134009.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -134012.140625 Penalty: 1487.402954
	Iteration 55Q: 3 clusters Score -134012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -134013.562500 Penalty: 1487.402954
	Iteration 56Q: 3 clusters Score -134013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -134015.031250 Penalty: 1487.402954
	Iteration 57Q: 3 clusters Score -134015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -134016.250000 Penalty: 1487.402954
	Iteration 58Q: 3 clusters Score -134016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -134016.375000 Penalty: 1487.402954
	Iteration 59Q: 3 clusters Score -134016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -134016.890625 Penalty: 1487.402954
	Iteration 60F: 3 clusters Score -134016.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -134017.687500 Penalty: 1487.402954
	Iteration 61Q: 3 clusters Score -134017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -134018.703125 Penalty: 1487.402954
	Iteration 62Q: 3 clusters Score -134018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -134019.718750 Penalty: 1487.402954
	Iteration 63Q: 3 clusters Score -134019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -134020.437500 Penalty: 1487.402954
	Iteration 64Q: 3 clusters Score -134020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -134021.171875 Penalty: 1487.402954
	Iteration 65Q: 3 clusters Score -134021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -134021.203125 Penalty: 1487.402954
	Iteration 66Q: 3 clusters Score -134021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -134021.203125 Penalty: 1487.402954
	Iteration 67F: 3 clusters Score -134021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -163035.062500 Penalty: 766.617249
	Iteration 0F: 2 clusters Score -163035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -160610.437500 Penalty: 1533.234497
	Iteration 0F: 3 clusters Score -160610.4 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -161283.375000 Penalty: 1533.234497
	Iteration 1F: 3 clusters Score -161283.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -161383.578125 Penalty: 1533.234497
	Iteration 2F: 3 clusters Score -161383.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -161446.140625 Penalty: 1533.234497
	Iteration 3F: 3 clusters Score -161446.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -161482.218750 Penalty: 1533.234497
	Iteration 4Q: 3 clusters Score -161482.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -161514.453125 Penalty: 1533.234497
	Iteration 5Q: 3 clusters Score -161514.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -161551.234375 Penalty: 1533.234497
	Iteration 6Q: 3 clusters Score -161551.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -161590.328125 Penalty: 1533.234497
	Iteration 7Q: 3 clusters Score -161590.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -161649.562500 Penalty: 1533.234497
	Iteration 8Q: 3 clusters Score -161649.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -161726.328125 Penalty: 1533.234497
	Iteration 9Q: 3 clusters Score -161726.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -161814.328125 Penalty: 1533.234497
	Iteration 10Q: 3 clusters Score -161814.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -161915.453125 Penalty: 1533.234497
	Iteration 11Q: 3 clusters Score -161915.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -162044.328125 Penalty: 1533.234497
	Iteration 12F: 3 clusters Score -162044.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -162227.328125 Penalty: 1533.234497
	Iteration 13F: 3 clusters Score -162227.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -162412.187500 Penalty: 1533.234497
	Iteration 14F: 3 clusters Score -162412.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -162587.750000 Penalty: 1533.234497
	Iteration 15F: 3 clusters Score -162587.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -162684.796875 Penalty: 1533.234497
	Iteration 16Q: 3 clusters Score -162684.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -162742.500000 Penalty: 1533.234497
	Iteration 17Q: 3 clusters Score -162742.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -162782.281250 Penalty: 1533.234497
	Iteration 18Q: 3 clusters Score -162782.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -162808.656250 Penalty: 1533.234497
	Iteration 19Q: 3 clusters Score -162808.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -162820.937500 Penalty: 1533.234497
	Iteration 20F: 3 clusters Score -162820.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -162827.828125 Penalty: 1533.234497
	Iteration 21Q: 3 clusters Score -162827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -162831.265625 Penalty: 1533.234497
	Iteration 22Q: 3 clusters Score -162831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -162831.500000 Penalty: 1533.234497
	Iteration 23Q: 3 clusters Score -162831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -162832.015625 Penalty: 1533.234497
	Iteration 24Q: 3 clusters Score -162832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -162832.953125 Penalty: 1533.234497
	Iteration 25Q: 3 clusters Score -162833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -162834.218750 Penalty: 1533.234497
	Iteration 26Q: 3 clusters Score -162834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -162837.453125 Penalty: 1533.234497
	Iteration 27Q: 3 clusters Score -162837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -162837.578125 Penalty: 1533.234497
	Iteration 28Q: 3 clusters Score -162837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -162838.203125 Penalty: 1533.234497
	Iteration 29Q: 3 clusters Score -162838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -162838.203125 Penalty: 1533.234497
	Iteration 30F: 3 clusters Score -162838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -114232.132812 Penalty: 725.857361
	Iteration 0F: 2 clusters Score -114232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -112462.726562 Penalty: 1451.714722
	Iteration 0F: 3 clusters Score -112462.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -112991.054688 Penalty: 1451.714722
	Iteration 1F: 3 clusters Score -112991.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -113089.257812 Penalty: 1451.714722
	Iteration 2F: 3 clusters Score -113089.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -113139.046875 Penalty: 1451.714722
	Iteration 3Q: 3 clusters Score -113139 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -113172.156250 Penalty: 1451.714722
	Iteration 4Q: 3 clusters Score -113172.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -113201.289062 Penalty: 1451.714722
	Iteration 5Q: 3 clusters Score -113201.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -113221.789062 Penalty: 1451.714722
	Iteration 6Q: 3 clusters Score -113221.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -113231.007812 Penalty: 1451.714722
	Iteration 7Q: 3 clusters Score -113231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -113236.968750 Penalty: 1451.714722
	Iteration 8Q: 3 clusters Score -113237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -113241.492188 Penalty: 1451.714722
	Iteration 9Q: 3 clusters Score -113241.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -113250.375000 Penalty: 1451.714722
	Iteration 10Q: 3 clusters Score -113250.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -113259.226562 Penalty: 1451.714722
	Iteration 11Q: 3 clusters Score -113259.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -113265.132812 Penalty: 1451.714722
	Iteration 12Q: 3 clusters Score -113265.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -113270.937500 Penalty: 1451.714722
	Iteration 13Q: 3 clusters Score -113270.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -113276.929688 Penalty: 1451.714722
	Iteration 14Q: 3 clusters Score -113276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -113280.250000 Penalty: 1451.714722
	Iteration 15Q: 3 clusters Score -113280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -113281.914062 Penalty: 1451.714722
	Iteration 16Q: 3 clusters Score -113281.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -113282.906250 Penalty: 1451.714722
	Iteration 17Q: 3 clusters Score -113282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -113283.625000 Penalty: 1451.714722
	Iteration 18Q: 3 clusters Score -113283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -113285.687500 Penalty: 1451.714722
	Iteration 19Q: 3 clusters Score -113285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -113287.664062 Penalty: 1451.714722
	Iteration 20F: 3 clusters Score -113287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -113288.859375 Penalty: 1451.714722
	Iteration 21Q: 3 clusters Score -113288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -113291.851562 Penalty: 1451.714722
	Iteration 22Q: 3 clusters Score -113291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -113294.757812 Penalty: 1451.714722
	Iteration 23Q: 3 clusters Score -113294.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -113299.664062 Penalty: 1451.714722
	Iteration 24Q: 3 clusters Score -113299.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -113305.445312 Penalty: 1451.714722
	Iteration 25Q: 3 clusters Score -113305.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -113314.289062 Penalty: 1451.714722
	Iteration 26Q: 3 clusters Score -113314.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -113321.578125 Penalty: 1451.714722
	Iteration 27Q: 3 clusters Score -113321.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -113328.562500 Penalty: 1451.714722
	Iteration 28Q: 3 clusters Score -113328.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -113332.968750 Penalty: 1451.714722
	Iteration 29Q: 3 clusters Score -113333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -113337.421875 Penalty: 1451.714722
	Iteration 30Q: 3 clusters Score -113337.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -113341.046875 Penalty: 1451.714722
	Iteration 31Q: 3 clusters Score -113341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -113344.570312 Penalty: 1451.714722
	Iteration 32Q: 3 clusters Score -113344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -113349.039062 Penalty: 1451.714722
	Iteration 33Q: 3 clusters Score -113349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -113352.515625 Penalty: 1451.714722
	Iteration 34Q: 3 clusters Score -113352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -113355.570312 Penalty: 1451.714722
	Iteration 35Q: 3 clusters Score -113355.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -113361.351562 Penalty: 1451.714722
	Iteration 36Q: 3 clusters Score -113361.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -113366.195312 Penalty: 1451.714722
	Iteration 37Q: 3 clusters Score -113366.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -113371.734375 Penalty: 1451.714722
	Iteration 38Q: 3 clusters Score -113371.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -113378.507812 Penalty: 1451.714722
	Iteration 39Q: 3 clusters Score -113378.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -113387.562500 Penalty: 1451.714722
	Iteration 40F: 3 clusters Score -113387.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -113401.187500 Penalty: 1451.714722
	Iteration 41Q: 3 clusters Score -113401.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -113408.617188 Penalty: 1451.714722
	Iteration 42Q: 3 clusters Score -113408.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -113418.195312 Penalty: 1451.714722
	Iteration 43Q: 3 clusters Score -113418.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -113432.562500 Penalty: 1451.714722
	Iteration 44Q: 3 clusters Score -113432.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -113445.898438 Penalty: 1451.714722
	Iteration 45Q: 3 clusters Score -113445.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113458.781250 Penalty: 1451.714722
	Iteration 46Q: 3 clusters Score -113458.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -113466.281250 Penalty: 1451.714722
	Iteration 47Q: 3 clusters Score -113466.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113474.296875 Penalty: 1451.714722
	Iteration 48Q: 3 clusters Score -113474.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113478.367188 Penalty: 1451.714722
	Iteration 49Q: 3 clusters Score -113478.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113485.156250 Penalty: 1451.714722
	Iteration 50Q: 3 clusters Score -113485.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113489.078125 Penalty: 1451.714722
	Iteration 51Q: 3 clusters Score -113489.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -113492.945312 Penalty: 1451.714722
	Iteration 52Q: 3 clusters Score -113492.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113497.078125 Penalty: 1451.714722
	Iteration 53Q: 3 clusters Score -113497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113500.171875 Penalty: 1451.714722
	Iteration 54Q: 3 clusters Score -113500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113501.953125 Penalty: 1451.714722
	Iteration 55Q: 3 clusters Score -113502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113505.304688 Penalty: 1451.714722
	Iteration 56Q: 3 clusters Score -113505.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113512.593750 Penalty: 1451.714722
	Iteration 57Q: 3 clusters Score -113512.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113521.031250 Penalty: 1451.714722
	Iteration 58Q: 3 clusters Score -113521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113525.171875 Penalty: 1451.714722
	Iteration 59Q: 3 clusters Score -113525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113528.351562 Penalty: 1451.714722
	Iteration 60F: 3 clusters Score -113528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113532.484375 Penalty: 1451.714722
	Iteration 61Q: 3 clusters Score -113532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113541.484375 Penalty: 1451.714722
	Iteration 62Q: 3 clusters Score -113541.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113546.312500 Penalty: 1451.714722
	Iteration 63Q: 3 clusters Score -113546.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113550.734375 Penalty: 1451.714722
	Iteration 64Q: 3 clusters Score -113550.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113553.781250 Penalty: 1451.714722
	Iteration 65Q: 3 clusters Score -113553.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113556.390625 Penalty: 1451.714722
	Iteration 66Q: 3 clusters Score -113556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113558.375000 Penalty: 1451.714722
	Iteration 67Q: 3 clusters Score -113558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113559.617188 Penalty: 1451.714722
	Iteration 68Q: 3 clusters Score -113559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113560.125000 Penalty: 1451.714722
	Iteration 69Q: 3 clusters Score -113560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113560.125000 Penalty: 1451.714722
	Iteration 70F: 3 clusters Score -113560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -149220.781250 Penalty: 769.803162
	Iteration 0F: 2 clusters Score -149220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -146708.765625 Penalty: 1539.606323
	Iteration 0F: 3 clusters Score -146708.8 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -147539.953125 Penalty: 1539.606323
	Iteration 1F: 3 clusters Score -147540 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -147896.531250 Penalty: 1539.606323
	Iteration 2F: 3 clusters Score -147896.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -148269.843750 Penalty: 1539.606323
	Iteration 3F: 3 clusters Score -148269.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -148518.828125 Penalty: 1539.606323
	Iteration 4F: 3 clusters Score -148518.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -148704.796875 Penalty: 1539.606323
	Iteration 5F: 3 clusters Score -148704.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -148814.312500 Penalty: 1539.606323
	Iteration 6Q: 3 clusters Score -148814.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -148887.062500 Penalty: 1539.606323
	Iteration 7Q: 3 clusters Score -148887.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -148927.171875 Penalty: 1539.606323
	Iteration 8Q: 3 clusters Score -148927.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -148951.453125 Penalty: 1539.606323
	Iteration 9Q: 3 clusters Score -148951.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -148968.359375 Penalty: 1539.606323
	Iteration 10Q: 3 clusters Score -148968.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -148980.156250 Penalty: 1539.606323
	Iteration 11Q: 3 clusters Score -148980.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -148986.609375 Penalty: 1539.606323
	Iteration 12Q: 3 clusters Score -148986.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -148990.531250 Penalty: 1539.606323
	Iteration 13Q: 3 clusters Score -148990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -148992.390625 Penalty: 1539.606323
	Iteration 14Q: 3 clusters Score -148992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -148993.593750 Penalty: 1539.606323
	Iteration 15Q: 3 clusters Score -148993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -148995.578125 Penalty: 1539.606323
	Iteration 16Q: 3 clusters Score -148995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -148996.078125 Penalty: 1539.606323
	Iteration 17Q: 3 clusters Score -148996.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -148997.125000 Penalty: 1539.606323
	Iteration 18Q: 3 clusters Score -148997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -148997.062500 Penalty: 1539.606323
	Iteration 19Q: 3 clusters Score -148997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -148997.546875 Penalty: 1539.606323
	Iteration 20F: 3 clusters Score -148997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -148998.515625 Penalty: 1539.606323
	Iteration 21Q: 3 clusters Score -148998.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -148999.921875 Penalty: 1539.606323
	Iteration 22Q: 3 clusters Score -148999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -149000.734375 Penalty: 1539.606323
	Iteration 23Q: 3 clusters Score -149000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -149001.390625 Penalty: 1539.606323
	Iteration 24Q: 3 clusters Score -149001.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -149001.390625 Penalty: 1539.606323
	Iteration 25F: 3 clusters Score -149001.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Entering Unmasked Estep 
Score: -217617.578125 Penalty: 786.088074
	Iteration 0F: 2 clusters Score -217617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -214665.031250 Penalty: 1572.176147
	Iteration 0F: 3 clusters Score -214665 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -215589.203125 Penalty: 1572.176147
	Iteration 1F: 3 clusters Score -215589.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215752.218750 Penalty: 1572.176147
	Iteration 2F: 3 clusters Score -215752.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -215920.734375 Penalty: 1572.176147
	Iteration 3F: 3 clusters Score -215920.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -216083.812500 Penalty: 1572.176147
	Iteration 4F: 3 clusters Score -216083.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -216230.312500 Penalty: 1572.176147
	Iteration 5F: 3 clusters Score -216230.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -216361.093750 Penalty: 1572.176147
	Iteration 6Q: 3 clusters Score -216361.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -216511.609375 Penalty: 1572.176147
	Iteration 7Q: 3 clusters Score -216511.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -216640.500000 Penalty: 1572.176147
	Iteration 8Q: 3 clusters Score -216640.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -216744.062500 Penalty: 1572.176147
	Iteration 9Q: 3 clusters Score -216744.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -216819.078125 Penalty: 1572.176147
	Iteration 10Q: 3 clusters Score -216819.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -216883.546875 Penalty: 1572.176147
	Iteration 11Q: 3 clusters Score -216883.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -216920.468750 Penalty: 1572.176147
	Iteration 12Q: 3 clusters Score -216920.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -216940.078125 Penalty: 1572.176147
	Iteration 13Q: 3 clusters Score -216940.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -216956.500000 Penalty: 1572.176147
	Iteration 14Q: 3 clusters Score -216956.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -216969.906250 Penalty: 1572.176147
	Iteration 15Q: 3 clusters Score -216969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -216977.765625 Penalty: 1572.176147
	Iteration 16Q: 3 clusters Score -216977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -216981.625000 Penalty: 1572.176147
	Iteration 17Q: 3 clusters Score -216981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -216985.390625 Penalty: 1572.176147
	Iteration 18Q: 3 clusters Score -216985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -216986.828125 Penalty: 1572.176147
	Iteration 19Q: 3 clusters Score -216986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -216988.781250 Penalty: 1572.176147
	Iteration 20F: 3 clusters Score -216988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -216990.859375 Penalty: 1572.176147
	Iteration 21Q: 3 clusters Score -216990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -216991.531250 Penalty: 1572.176147
	Iteration 22Q: 3 clusters Score -216991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -216993.171875 Penalty: 1572.176147
	Iteration 23Q: 3 clusters Score -216993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -216995.000000 Penalty: 1572.176147
	Iteration 24Q: 3 clusters Score -216995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -216995.109375 Penalty: 1572.176147
	Iteration 25Q: 3 clusters Score -216995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -216995.109375 Penalty: 1572.176147
	Iteration 26F: 3 clusters Score -216995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -179102.875000 Penalty: 760.857910
	Iteration 0F: 2 clusters Score -179102.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -176759.953125 Penalty: 1521.715820
	Iteration 0F: 3 clusters Score -176760 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -177418.109375 Penalty: 1521.715820
	Iteration 1F: 3 clusters Score -177418.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -177523.484375 Penalty: 1521.715820
	Iteration 2F: 3 clusters Score -177523.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -177598.531250 Penalty: 1521.715820
	Iteration 3F: 3 clusters Score -177598.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -177654.593750 Penalty: 1521.715820
	Iteration 4Q: 3 clusters Score -177654.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -177693.437500 Penalty: 1521.715820
	Iteration 5Q: 3 clusters Score -177693.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -177743.703125 Penalty: 1521.715820
	Iteration 6Q: 3 clusters Score -177743.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -177803.343750 Penalty: 1521.715820
	Iteration 7Q: 3 clusters Score -177803.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -177876.578125 Penalty: 1521.715820
	Iteration 8Q: 3 clusters Score -177876.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -177976.390625 Penalty: 1521.715820
	Iteration 9Q: 3 clusters Score -177976.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -178084.937500 Penalty: 1521.715820
	Iteration 10Q: 3 clusters Score -178084.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -178184.171875 Penalty: 1521.715820
	Iteration 11Q: 3 clusters Score -178184.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -178264.875000 Penalty: 1521.715820
	Iteration 12Q: 3 clusters Score -178264.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -178309.046875 Penalty: 1521.715820
	Iteration 13Q: 3 clusters Score -178309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -178338.781250 Penalty: 1521.715820
	Iteration 14Q: 3 clusters Score -178338.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -178363.078125 Penalty: 1521.715820
	Iteration 15Q: 3 clusters Score -178363.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -178388.609375 Penalty: 1521.715820
	Iteration 16Q: 3 clusters Score -178388.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -178407.921875 Penalty: 1521.715820
	Iteration 17Q: 3 clusters Score -178407.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -178418.625000 Penalty: 1521.715820
	Iteration 18Q: 3 clusters Score -178418.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -178429.046875 Penalty: 1521.715820
	Iteration 19Q: 3 clusters Score -178429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -178437.421875 Penalty: 1521.715820
	Iteration 20F: 3 clusters Score -178437.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -178444.859375 Penalty: 1521.715820
	Iteration 21Q: 3 clusters Score -178444.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -178453.937500 Penalty: 1521.715820
	Iteration 22Q: 3 clusters Score -178453.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -178457.812500 Penalty: 1521.715820
	Iteration 23Q: 3 clusters Score -178457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -178460.843750 Penalty: 1521.715820
	Iteration 24Q: 3 clusters Score -178460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -178463.562500 Penalty: 1521.715820
	Iteration 25Q: 3 clusters Score -178463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -178466.937500 Penalty: 1521.715820
	Iteration 26Q: 3 clusters Score -178466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -178470.515625 Penalty: 1521.715820
	Iteration 27Q: 3 clusters Score -178470.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -178474.328125 Penalty: 1521.715820
	Iteration 28Q: 3 clusters Score -178474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -178477.656250 Penalty: 1521.715820
	Iteration 29Q: 3 clusters Score -178477.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -178481.406250 Penalty: 1521.715820
	Iteration 30Q: 3 clusters Score -178481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -178484.593750 Penalty: 1521.715820
	Iteration 31Q: 3 clusters Score -178484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -178487.765625 Penalty: 1521.715820
	Iteration 32Q: 3 clusters Score -178487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -178489.843750 Penalty: 1521.715820
	Iteration 33Q: 3 clusters Score -178489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -178490.421875 Penalty: 1521.715820
	Iteration 34Q: 3 clusters Score -178490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -178491.093750 Penalty: 1521.715820
	Iteration 35Q: 3 clusters Score -178491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -178491.671875 Penalty: 1521.715820
	Iteration 36Q: 3 clusters Score -178491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -178491.968750 Penalty: 1521.715820
	Iteration 37Q: 3 clusters Score -178492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -178492.328125 Penalty: 1521.715820
	Iteration 38Q: 3 clusters Score -178492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -178492.328125 Penalty: 1521.715820
	Iteration 39F: 3 clusters Score -178492.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -150422.484375 Penalty: 744.605164
	Iteration 0F: 2 clusters Score -150422.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -148373.937500 Penalty: 1489.210327
	Iteration 0F: 3 clusters Score -148373.9 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -148915.281250 Penalty: 1489.210327
	Iteration 1F: 3 clusters Score -148915.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -149046.812500 Penalty: 1489.210327
	Iteration 2F: 3 clusters Score -149046.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -149148.765625 Penalty: 1489.210327
	Iteration 3F: 3 clusters Score -149148.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -149230.015625 Penalty: 1489.210327
	Iteration 4F: 3 clusters Score -149230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -149315.140625 Penalty: 1489.210327
	Iteration 5Q: 3 clusters Score -149315.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -149403.671875 Penalty: 1489.210327
	Iteration 6Q: 3 clusters Score -149403.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -149489.203125 Penalty: 1489.210327
	Iteration 7Q: 3 clusters Score -149489.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -149584.234375 Penalty: 1489.210327
	Iteration 8Q: 3 clusters Score -149584.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -149671.515625 Penalty: 1489.210327
	Iteration 9Q: 3 clusters Score -149671.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -149757.625000 Penalty: 1489.210327
	Iteration 10Q: 3 clusters Score -149757.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -149834.828125 Penalty: 1489.210327
	Iteration 11Q: 3 clusters Score -149834.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -149876.187500 Penalty: 1489.210327
	Iteration 12Q: 3 clusters Score -149876.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -149904.953125 Penalty: 1489.210327
	Iteration 13Q: 3 clusters Score -149905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -149927.578125 Penalty: 1489.210327
	Iteration 14Q: 3 clusters Score -149927.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -149943.484375 Penalty: 1489.210327
	Iteration 15Q: 3 clusters Score -149943.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -149951.265625 Penalty: 1489.210327
	Iteration 16Q: 3 clusters Score -149951.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -149954.500000 Penalty: 1489.210327
	Iteration 17Q: 3 clusters Score -149954.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -149957.031250 Penalty: 1489.210327
	Iteration 18Q: 3 clusters Score -149957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -149958.453125 Penalty: 1489.210327
	Iteration 19Q: 3 clusters Score -149958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -149960.312500 Penalty: 1489.210327
	Iteration 20F: 3 clusters Score -149960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -149960.921875 Penalty: 1489.210327
	Iteration 21Q: 3 clusters Score -149960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -149961.265625 Penalty: 1489.210327
	Iteration 22Q: 3 clusters Score -149961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -149961.468750 Penalty: 1489.210327
	Iteration 23Q: 3 clusters Score -149961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -149961.468750 Penalty: 1489.210327
	Iteration 24F: 3 clusters Score -149961.5 nChanged 0
--- Evaluating fit on full set of 2212027 points ---
Entering Unmasked Estep 
Score: -116028456.000000 Penalty: 41636.847656
20->31 Clusters: Score -116028456.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 737342 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 36893 members 
Mstep: Class 3 contains 36914 members 
Mstep: Class 4 contains 36928 members 
Mstep: Class 5 contains 36882 members 
Mstep: Class 6 contains 36760 members 
Mstep: Class 7 contains 36683 members 
Mstep: Class 8 contains 37062 members 
Mstep: Class 9 contains 37030 members 
Mstep: Class 10 contains 36663 members 
Mstep: Class 11 contains 37235 members 
Mstep: Class 12 contains 36872 members 
Mstep: Class 13 contains 36672 members 
Mstep: Class 14 contains 36883 members 
Mstep: Class 15 contains 36823 members 
Mstep: Class 16 contains 36795 members 
Mstep: Class 17 contains 36896 members 
Mstep: Class 18 contains 36667 members 
Mstep: Class 19 contains 37058 members 
Mstep: Class 20 contains 36759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 432.638885 but Gain 1283.527344
Score: -35025656.000000 Penalty: 24387.005859
Iteration 0F: 20 clusters Score -3.502566e+07 nChanged 697437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 30273 members 
Mstep: Class 3 contains 60523 members 
Mstep: Class 4 contains 20708 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 29654 members 
Mstep: Class 7 contains 93688 members 
Mstep: Class 8 contains 53591 members 
Mstep: Class 9 contains 35739 members 
Mstep: Class 11 contains 31859 members 
Mstep: Class 12 contains 36512 members 
Mstep: Class 13 contains 33033 members 
Mstep: Class 14 contains 21899 members 
Mstep: Class 15 contains 45503 members 
Mstep: Class 16 contains 32004 members 
Mstep: Class 17 contains 35106 members 
Mstep: Class 18 contains 16118 members 
Mstep: Class 19 contains 45906 members 
Mstep: Class 20 contains 36968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37469880.000000 Penalty: 24387.005859
Iteration 1F: 20 clusters Score -3.746988e+07 nChanged 266933
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 19155 members 
Mstep: Class 3 contains 82638 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 10026 members 
Mstep: Class 6 contains 29098 members 
Mstep: Class 7 contains 85989 members 
Mstep: Class 8 contains 52220 members 
Mstep: Class 9 contains 34091 members 
Mstep: Class 11 contains 38924 members 
Mstep: Class 12 contains 32311 members 
Mstep: Class 13 contains 36559 members 
Mstep: Class 14 contains 16960 members 
Mstep: Class 15 contains 60585 members 
Mstep: Class 16 contains 26177 members 
Mstep: Class 17 contains 23390 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 58912 members 
Mstep: Class 20 contains 43557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37883972.000000 Penalty: 24387.005859
Iteration 2F: 20 clusters Score -3.788397e+07 nChanged 168520
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 12061 members 
Mstep: Class 3 contains 94883 members 
Mstep: Class 4 contains 9721 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 23781 members 
Mstep: Class 7 contains 72376 members 
Mstep: Class 8 contains 52242 members 
Mstep: Class 9 contains 30883 members 
Mstep: Class 11 contains 48859 members 
Mstep: Class 12 contains 31875 members 
Mstep: Class 13 contains 37649 members 
Mstep: Class 14 contains 14631 members 
Mstep: Class 15 contains 75213 members 
Mstep: Class 16 contains 26271 members 
Mstep: Class 17 contains 15163 members 
Mstep: Class 18 contains 7631 members 
Mstep: Class 19 contains 67674 members 
Mstep: Class 20 contains 50282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38066776.000000 Penalty: 24387.005859
Iteration 3F: 20 clusters Score -3.806678e+07 nChanged 121882
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 8014 members 
Mstep: Class 3 contains 99328 members 
Mstep: Class 4 contains 7000 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 17586 members 
Mstep: Class 7 contains 62487 members 
Mstep: Class 8 contains 54320 members 
Mstep: Class 9 contains 26956 members 
Mstep: Class 11 contains 60697 members 
Mstep: Class 12 contains 36348 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 84088 members 
Mstep: Class 16 contains 26774 members 
Mstep: Class 17 contains 11187 members 
Mstep: Class 18 contains 7467 members 
Mstep: Class 19 contains 76897 members 
Mstep: Class 20 contains 52806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38187656.000000 Penalty: 24387.005859
Iteration 4F: 20 clusters Score -3.818766e+07 nChanged 101252
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 5057 members 
Mstep: Class 3 contains 98367 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 12023 members 
Mstep: Class 7 contains 55254 members 
Mstep: Class 8 contains 57428 members 
Mstep: Class 9 contains 23943 members 
Mstep: Class 11 contains 73246 members 
Mstep: Class 12 contains 44539 members 
Mstep: Class 13 contains 29613 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 87586 members 
Mstep: Class 16 contains 26282 members 
Mstep: Class 17 contains 10143 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 87125 members 
Mstep: Class 20 contains 51973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38286040.000000 Penalty: 24387.005859
Iteration 5F: 20 clusters Score -3.828604e+07 nChanged 85699
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 2987 members 
Mstep: Class 3 contains 94876 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 5 contains 1946 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 48666 members 
Mstep: Class 8 contains 62013 members 
Mstep: Class 9 contains 22608 members 
Mstep: Class 11 contains 83800 members 
Mstep: Class 12 contains 53395 members 
Mstep: Class 13 contains 25377 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 15 contains 86379 members 
Mstep: Class 16 contains 25142 members 
Mstep: Class 17 contains 10950 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 96253 members 
Mstep: Class 20 contains 50604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38358668.000000 Penalty: 24387.005859
Iteration 6F: 20 clusters Score -3.835867e+07 nChanged 71786
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 91672 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 5196 members 
Mstep: Class 7 contains 42500 members 
Mstep: Class 8 contains 68127 members 
Mstep: Class 9 contains 22238 members 
Mstep: Class 11 contains 91954 members 
Mstep: Class 12 contains 60611 members 
Mstep: Class 13 contains 22241 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 81926 members 
Mstep: Class 16 contains 24173 members 
Mstep: Class 17 contains 12075 members 
Mstep: Class 18 contains 7253 members 
Mstep: Class 19 contains 103871 members 
Mstep: Class 20 contains 49810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1224.312256 but Gain 1283.525391
Score: -38414472.000000 Penalty: 23103.480469
Iteration 7F: 19 clusters Score -3.841447e+07 nChanged 61366
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 3 contains 90580 members 
Mstep: Class 4 contains 2512 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 74301 members 
Mstep: Class 9 contains 22161 members 
Mstep: Class 11 contains 98248 members 
Mstep: Class 12 contains 66530 members 
Mstep: Class 13 contains 19900 members 
Mstep: Class 14 contains 9827 members 
Mstep: Class 15 contains 75667 members 
Mstep: Class 16 contains 23788 members 
Mstep: Class 17 contains 13193 members 
Mstep: Class 18 contains 6835 members 
Mstep: Class 19 contains 110853 members 
Mstep: Class 20 contains 49334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38456348.000000 Penalty: 23103.480469
Iteration 8F: 19 clusters Score -3.845635e+07 nChanged 49485
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 3 contains 91226 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 1264 members 
Mstep: Class 6 contains 1986 members 
Mstep: Class 7 contains 31262 members 
Mstep: Class 8 contains 79226 members 
Mstep: Class 9 contains 22120 members 
Mstep: Class 11 contains 102947 members 
Mstep: Class 12 contains 70473 members 
Mstep: Class 13 contains 18092 members 
Mstep: Class 14 contains 9725 members 
Mstep: Class 15 contains 68479 members 
Mstep: Class 16 contains 23884 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 6359 members 
Mstep: Class 19 contains 117900 members 
Mstep: Class 20 contains 49037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1112.221313 but Gain 1283.527344
Score: -38485440.000000 Penalty: 21819.953125
Iteration 9F: 18 clusters Score -3.848544e+07 nChanged 42228
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 3 contains 93110 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 7 contains 26170 members 
Mstep: Class 8 contains 83557 members 
Mstep: Class 9 contains 22144 members 
Mstep: Class 11 contains 106501 members 
Mstep: Class 12 contains 73270 members 
Mstep: Class 13 contains 16814 members 
Mstep: Class 14 contains 9772 members 
Mstep: Class 15 contains 61570 members 
Mstep: Class 16 contains 24100 members 
Mstep: Class 17 contains 14567 members 
Mstep: Class 18 contains 6032 members 
Mstep: Class 19 contains 125339 members 
Mstep: Class 20 contains 48715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38508976.000000 Penalty: 21819.953125
Iteration 10F: 18 clusters Score -3.850898e+07 nChanged 34071
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 3 contains 94626 members 
Mstep: Class 4 contains 2251 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 7 contains 21727 members 
Mstep: Class 8 contains 86438 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 11 contains 109118 members 
Mstep: Class 12 contains 75349 members 
Mstep: Class 13 contains 15869 members 
Mstep: Class 14 contains 9856 members 
Mstep: Class 15 contains 55346 members 
Mstep: Class 16 contains 24242 members 
Mstep: Class 17 contains 14924 members 
Mstep: Class 18 contains 5859 members 
Mstep: Class 19 contains 132218 members 
Mstep: Class 20 contains 48314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38526812.000000 Penalty: 21819.953125
Iteration 11Q: 18 clusters Score -3.852681e+07 nChanged 29324
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 3 contains 95838 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 7 contains 18154 members 
Mstep: Class 8 contains 88425 members 
Mstep: Class 9 contains 21799 members 
Mstep: Class 11 contains 111091 members 
Mstep: Class 12 contains 76909 members 
Mstep: Class 13 contains 15149 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 24263 members 
Mstep: Class 17 contains 15178 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 138945 members 
Mstep: Class 20 contains 47850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38540948.000000 Penalty: 21819.953125
Iteration 12Q: 18 clusters Score -3.854095e+07 nChanged 25064
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 3 contains 96526 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 7 contains 15496 members 
Mstep: Class 8 contains 89631 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 11 contains 112596 members 
Mstep: Class 12 contains 78117 members 
Mstep: Class 13 contains 14513 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 45179 members 
Mstep: Class 16 contains 24221 members 
Mstep: Class 17 contains 15362 members 
Mstep: Class 18 contains 5433 members 
Mstep: Class 19 contains 145513 members 
Mstep: Class 20 contains 47345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38552048.000000 Penalty: 21819.953125
Iteration 13Q: 18 clusters Score -3.855205e+07 nChanged 21272
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 3 contains 96561 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 7 contains 13560 members 
Mstep: Class 8 contains 90303 members 
Mstep: Class 9 contains 20819 members 
Mstep: Class 11 contains 113760 members 
Mstep: Class 12 contains 79061 members 
Mstep: Class 13 contains 13992 members 
Mstep: Class 14 contains 10154 members 
Mstep: Class 15 contains 41388 members 
Mstep: Class 16 contains 24188 members 
Mstep: Class 17 contains 15506 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 151651 members 
Mstep: Class 20 contains 46816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38560480.000000 Penalty: 21819.953125
Iteration 14Q: 18 clusters Score -3.856048e+07 nChanged 17639
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 3 contains 96028 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 7 contains 12140 members 
Mstep: Class 8 contains 90695 members 
Mstep: Class 9 contains 20222 members 
Mstep: Class 11 contains 114608 members 
Mstep: Class 12 contains 79754 members 
Mstep: Class 13 contains 13597 members 
Mstep: Class 14 contains 10251 members 
Mstep: Class 15 contains 38307 members 
Mstep: Class 16 contains 24233 members 
Mstep: Class 17 contains 15609 members 
Mstep: Class 18 contains 4912 members 
Mstep: Class 19 contains 157328 members 
Mstep: Class 20 contains 46369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38567016.000000 Penalty: 21819.953125
Iteration 15Q: 18 clusters Score -3.856702e+07 nChanged 14701
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 3 contains 94967 members 
Mstep: Class 4 contains 3640 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 7 contains 11041 members 
Mstep: Class 8 contains 90983 members 
Mstep: Class 9 contains 19617 members 
Mstep: Class 11 contains 115280 members 
Mstep: Class 12 contains 80290 members 
Mstep: Class 13 contains 13347 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 15 contains 35742 members 
Mstep: Class 16 contains 24337 members 
Mstep: Class 17 contains 15708 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 162492 members 
Mstep: Class 20 contains 45972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38571496.000000 Penalty: 21819.953125
Iteration 16Q: 18 clusters Score -3.85715e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 3 contains 93676 members 
Mstep: Class 4 contains 3942 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 91209 members 
Mstep: Class 9 contains 19006 members 
Mstep: Class 11 contains 115746 members 
Mstep: Class 12 contains 80731 members 
Mstep: Class 13 contains 13170 members 
Mstep: Class 14 contains 10246 members 
Mstep: Class 15 contains 33673 members 
Mstep: Class 16 contains 24449 members 
Mstep: Class 17 contains 15795 members 
Mstep: Class 18 contains 4742 members 
Mstep: Class 19 contains 167034 members 
Mstep: Class 20 contains 45686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38574828.000000 Penalty: 21819.953125
Iteration 17Q: 18 clusters Score -3.857483e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 3 contains 92130 members 
Mstep: Class 4 contains 4277 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 7 contains 9586 members 
Mstep: Class 8 contains 91371 members 
Mstep: Class 9 contains 18465 members 
Mstep: Class 11 contains 116065 members 
Mstep: Class 12 contains 81063 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 10171 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 24598 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 4723 members 
Mstep: Class 19 contains 171015 members 
Mstep: Class 20 contains 45481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38577440.000000 Penalty: 21819.953125
Iteration 18Q: 18 clusters Score -3.857744e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 3 contains 90470 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 7 contains 9065 members 
Mstep: Class 8 contains 91492 members 
Mstep: Class 9 contains 17984 members 
Mstep: Class 11 contains 116250 members 
Mstep: Class 12 contains 81373 members 
Mstep: Class 13 contains 12950 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 30692 members 
Mstep: Class 16 contains 24751 members 
Mstep: Class 17 contains 15939 members 
Mstep: Class 18 contains 4745 members 
Mstep: Class 19 contains 174519 members 
Mstep: Class 20 contains 45315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38579508.000000 Penalty: 21819.953125
Iteration 19Q: 18 clusters Score -3.857951e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 3 contains 88726 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 7 contains 8659 members 
Mstep: Class 8 contains 91502 members 
Mstep: Class 9 contains 17507 members 
Mstep: Class 11 contains 116375 members 
Mstep: Class 12 contains 81643 members 
Mstep: Class 13 contains 12893 members 
Mstep: Class 14 contains 9983 members 
Mstep: Class 15 contains 29536 members 
Mstep: Class 16 contains 24901 members 
Mstep: Class 17 contains 16006 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 177867 members 
Mstep: Class 20 contains 45187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38583720.000000 Penalty: 21819.953125
Iteration 20F: 18 clusters Score -3.858372e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 3 contains 86914 members 
Mstep: Class 4 contains 5218 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 7 contains 8700 members 
Mstep: Class 8 contains 91488 members 
Mstep: Class 9 contains 17162 members 
Mstep: Class 11 contains 116462 members 
Mstep: Class 12 contains 81772 members 
Mstep: Class 13 contains 12731 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 28534 members 
Mstep: Class 16 contains 25070 members 
Mstep: Class 17 contains 16055 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 180901 members 
Mstep: Class 20 contains 44733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38588200.000000 Penalty: 21819.953125
Iteration 21Q: 18 clusters Score -3.85882e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 3 contains 85333 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 7 contains 8263 members 
Mstep: Class 8 contains 91438 members 
Mstep: Class 9 contains 16922 members 
Mstep: Class 11 contains 116480 members 
Mstep: Class 12 contains 81878 members 
Mstep: Class 13 contains 12591 members 
Mstep: Class 14 contains 9765 members 
Mstep: Class 15 contains 27770 members 
Mstep: Class 16 contains 25270 members 
Mstep: Class 17 contains 16128 members 
Mstep: Class 18 contains 4789 members 
Mstep: Class 19 contains 183778 members 
Mstep: Class 20 contains 44217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38590492.000000 Penalty: 21819.953125
Iteration 22Q: 18 clusters Score -3.859049e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 3 contains 83735 members 
Mstep: Class 4 contains 5945 members 
Mstep: Class 5 contains 5481 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 91417 members 
Mstep: Class 9 contains 16746 members 
Mstep: Class 11 contains 116560 members 
Mstep: Class 12 contains 81957 members 
Mstep: Class 13 contains 12496 members 
Mstep: Class 14 contains 9698 members 
Mstep: Class 15 contains 27107 members 
Mstep: Class 16 contains 25473 members 
Mstep: Class 17 contains 16176 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 186371 members 
Mstep: Class 20 contains 43752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38591784.000000 Penalty: 21819.953125
Iteration 23Q: 18 clusters Score -3.859178e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 3 contains 82030 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 7 contains 7321 members 
Mstep: Class 8 contains 91341 members 
Mstep: Class 9 contains 16585 members 
Mstep: Class 11 contains 116692 members 
Mstep: Class 12 contains 81986 members 
Mstep: Class 13 contains 12422 members 
Mstep: Class 14 contains 9635 members 
Mstep: Class 15 contains 26501 members 
Mstep: Class 16 contains 25671 members 
Mstep: Class 17 contains 16214 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 188944 members 
Mstep: Class 20 contains 43290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38592800.000000 Penalty: 21819.953125
Iteration 24Q: 18 clusters Score -3.85928e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 3 contains 80286 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 5 contains 6350 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 91244 members 
Mstep: Class 9 contains 16455 members 
Mstep: Class 11 contains 116856 members 
Mstep: Class 12 contains 81996 members 
Mstep: Class 13 contains 12372 members 
Mstep: Class 14 contains 9576 members 
Mstep: Class 15 contains 25953 members 
Mstep: Class 16 contains 25828 members 
Mstep: Class 17 contains 16228 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 191376 members 
Mstep: Class 20 contains 42839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38593888.000000 Penalty: 21819.953125
Iteration 25Q: 18 clusters Score -3.859389e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 3 contains 78511 members 
Mstep: Class 4 contains 6904 members 
Mstep: Class 5 contains 6897 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 91074 members 
Mstep: Class 9 contains 16330 members 
Mstep: Class 11 contains 117049 members 
Mstep: Class 12 contains 82000 members 
Mstep: Class 13 contains 12323 members 
Mstep: Class 14 contains 9534 members 
Mstep: Class 15 contains 25450 members 
Mstep: Class 16 contains 25932 members 
Mstep: Class 17 contains 16238 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 193728 members 
Mstep: Class 20 contains 42403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38595144.000000 Penalty: 21819.953125
Iteration 26Q: 18 clusters Score -3.859514e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 3 contains 76731 members 
Mstep: Class 4 contains 7164 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 7 contains 6410 members 
Mstep: Class 8 contains 90834 members 
Mstep: Class 9 contains 16200 members 
Mstep: Class 11 contains 117313 members 
Mstep: Class 12 contains 82026 members 
Mstep: Class 13 contains 12274 members 
Mstep: Class 14 contains 9484 members 
Mstep: Class 15 contains 24980 members 
Mstep: Class 16 contains 26027 members 
Mstep: Class 17 contains 16247 members 
Mstep: Class 18 contains 4776 members 
Mstep: Class 19 contains 196026 members 
Mstep: Class 20 contains 41956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38595952.000000 Penalty: 21819.953125
Iteration 27Q: 18 clusters Score -3.859595e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 3 contains 74916 members 
Mstep: Class 4 contains 7386 members 
Mstep: Class 5 contains 8001 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 90574 members 
Mstep: Class 9 contains 16076 members 
Mstep: Class 11 contains 117604 members 
Mstep: Class 12 contains 82013 members 
Mstep: Class 13 contains 12235 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 24559 members 
Mstep: Class 16 contains 26082 members 
Mstep: Class 17 contains 16260 members 
Mstep: Class 18 contains 4758 members 
Mstep: Class 19 contains 198255 members 
Mstep: Class 20 contains 41561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38596584.000000 Penalty: 21819.953125
Iteration 28Q: 18 clusters Score -3.859658e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 3 contains 73062 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 8521 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 90234 members 
Mstep: Class 9 contains 15916 members 
Mstep: Class 11 contains 117958 members 
Mstep: Class 12 contains 81979 members 
Mstep: Class 13 contains 12194 members 
Mstep: Class 14 contains 9381 members 
Mstep: Class 15 contains 24223 members 
Mstep: Class 16 contains 26138 members 
Mstep: Class 17 contains 16277 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 19 contains 200535 members 
Mstep: Class 20 contains 41148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38597360.000000 Penalty: 21819.953125
Iteration 29Q: 18 clusters Score -3.859736e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 3 contains 71229 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 8979 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 89776 members 
Mstep: Class 9 contains 15763 members 
Mstep: Class 11 contains 118260 members 
Mstep: Class 12 contains 81943 members 
Mstep: Class 13 contains 12157 members 
Mstep: Class 14 contains 9347 members 
Mstep: Class 15 contains 23931 members 
Mstep: Class 16 contains 26195 members 
Mstep: Class 17 contains 16288 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 202871 members 
Mstep: Class 20 contains 40720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38598204.000000 Penalty: 21819.953125
Iteration 30Q: 18 clusters Score -3.85982e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 3 contains 69437 members 
Mstep: Class 4 contains 7762 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 89241 members 
Mstep: Class 9 contains 15623 members 
Mstep: Class 11 contains 118573 members 
Mstep: Class 12 contains 81883 members 
Mstep: Class 13 contains 12126 members 
Mstep: Class 14 contains 9336 members 
Mstep: Class 15 contains 23657 members 
Mstep: Class 16 contains 26245 members 
Mstep: Class 17 contains 16296 members 
Mstep: Class 18 contains 4728 members 
Mstep: Class 19 contains 205284 members 
Mstep: Class 20 contains 40262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38598984.000000 Penalty: 21819.953125
Iteration 31Q: 18 clusters Score -3.859898e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 3 contains 67674 members 
Mstep: Class 4 contains 7832 members 
Mstep: Class 5 contains 9698 members 
Mstep: Class 7 contains 6293 members 
Mstep: Class 8 contains 88689 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 11 contains 118922 members 
Mstep: Class 12 contains 81838 members 
Mstep: Class 13 contains 12094 members 
Mstep: Class 14 contains 9334 members 
Mstep: Class 15 contains 23433 members 
Mstep: Class 16 contains 26295 members 
Mstep: Class 17 contains 16303 members 
Mstep: Class 18 contains 4717 members 
Mstep: Class 19 contains 207658 members 
Mstep: Class 20 contains 39766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38599692.000000 Penalty: 21819.953125
Iteration 32Q: 18 clusters Score -3.859969e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 3 contains 65904 members 
Mstep: Class 4 contains 7883 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 88100 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 11 contains 119316 members 
Mstep: Class 12 contains 81783 members 
Mstep: Class 13 contains 12071 members 
Mstep: Class 14 contains 9307 members 
Mstep: Class 15 contains 23241 members 
Mstep: Class 16 contains 26346 members 
Mstep: Class 17 contains 16308 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 19 contains 210140 members 
Mstep: Class 20 contains 39240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600356.000000 Penalty: 21819.953125
Iteration 33Q: 18 clusters Score -3.860036e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 3 contains 64110 members 
Mstep: Class 4 contains 7918 members 
Mstep: Class 5 contains 10181 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 87460 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 11 contains 119765 members 
Mstep: Class 12 contains 81704 members 
Mstep: Class 13 contains 12036 members 
Mstep: Class 14 contains 9285 members 
Mstep: Class 15 contains 23051 members 
Mstep: Class 16 contains 26394 members 
Mstep: Class 17 contains 16309 members 
Mstep: Class 18 contains 4703 members 
Mstep: Class 19 contains 212691 members 
Mstep: Class 20 contains 38701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600700.000000 Penalty: 21819.953125
Iteration 34Q: 18 clusters Score -3.86007e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 3 contains 62287 members 
Mstep: Class 4 contains 7938 members 
Mstep: Class 5 contains 10385 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 15223 members 
Mstep: Class 11 contains 120244 members 
Mstep: Class 12 contains 81629 members 
Mstep: Class 13 contains 11997 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 22901 members 
Mstep: Class 16 contains 26442 members 
Mstep: Class 17 contains 16312 members 
Mstep: Class 18 contains 4693 members 
Mstep: Class 19 contains 215306 members 
Mstep: Class 20 contains 38180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38601120.000000 Penalty: 21819.953125
Iteration 35Q: 18 clusters Score -3.860112e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 3 contains 60425 members 
Mstep: Class 4 contains 7937 members 
Mstep: Class 5 contains 10593 members 
Mstep: Class 7 contains 6604 members 
Mstep: Class 8 contains 85921 members 
Mstep: Class 9 contains 15111 members 
Mstep: Class 11 contains 120676 members 
Mstep: Class 12 contains 81537 members 
Mstep: Class 13 contains 11966 members 
Mstep: Class 14 contains 9235 members 
Mstep: Class 15 contains 22778 members 
Mstep: Class 16 contains 26488 members 
Mstep: Class 17 contains 16317 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 19 contains 218021 members 
Mstep: Class 20 contains 37745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38601840.000000 Penalty: 21819.953125
Iteration 36Q: 18 clusters Score -3.860184e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 3 contains 58527 members 
Mstep: Class 4 contains 7938 members 
Mstep: Class 5 contains 10790 members 
Mstep: Class 7 contains 6697 members 
Mstep: Class 8 contains 84967 members 
Mstep: Class 9 contains 14977 members 
Mstep: Class 11 contains 121058 members 
Mstep: Class 12 contains 81406 members 
Mstep: Class 13 contains 11943 members 
Mstep: Class 14 contains 9223 members 
Mstep: Class 15 contains 22691 members 
Mstep: Class 16 contains 26528 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 220930 members 
Mstep: Class 20 contains 37362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38602252.000000 Penalty: 21819.953125
Iteration 37Q: 18 clusters Score -3.860225e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 3 contains 56569 members 
Mstep: Class 4 contains 7946 members 
Mstep: Class 5 contains 10968 members 
Mstep: Class 7 contains 6783 members 
Mstep: Class 8 contains 83956 members 
Mstep: Class 9 contains 14847 members 
Mstep: Class 11 contains 121420 members 
Mstep: Class 12 contains 81278 members 
Mstep: Class 13 contains 11918 members 
Mstep: Class 14 contains 9209 members 
Mstep: Class 15 contains 22622 members 
Mstep: Class 16 contains 26567 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 223921 members 
Mstep: Class 20 contains 37020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38602764.000000 Penalty: 21819.953125
Iteration 38Q: 18 clusters Score -3.860276e+07 nChanged 4534
Entering ConstructFrom: 
Score: -38602764.000000 Penalty: 21819.953125
Entering ConstructFrom: 
Trying to split cluster 1 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -84565.421875 Penalty: 684.957581
	Iteration 0F: 2 clusters Score -84565.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -83268.023438 Penalty: 1369.915161
	Iteration 0F: 3 clusters Score -83268.02 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -83525.695312 Penalty: 1369.915161
	Iteration 1F: 3 clusters Score -83525.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -83585.679688 Penalty: 1369.915161
	Iteration 2F: 3 clusters Score -83585.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -83624.992188 Penalty: 1369.915161
	Iteration 3Q: 3 clusters Score -83624.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -83645.273438 Penalty: 1369.915161
	Iteration 4Q: 3 clusters Score -83645.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -83661.289062 Penalty: 1369.915161
	Iteration 5Q: 3 clusters Score -83661.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -83673.125000 Penalty: 1369.915161
	Iteration 6Q: 3 clusters Score -83673.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83683.203125 Penalty: 1369.915161
	Iteration 7Q: 3 clusters Score -83683.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -83691.726562 Penalty: 1369.915161
	Iteration 8Q: 3 clusters Score -83691.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83699.312500 Penalty: 1369.915161
	Iteration 9Q: 3 clusters Score -83699.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -83702.210938 Penalty: 1369.915161
	Iteration 10Q: 3 clusters Score -83702.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -83704.312500 Penalty: 1369.915161
	Iteration 11Q: 3 clusters Score -83704.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -83706.468750 Penalty: 1369.915161
	Iteration 12Q: 3 clusters Score -83706.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83708.671875 Penalty: 1369.915161
	Iteration 13Q: 3 clusters Score -83708.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83712.093750 Penalty: 1369.915161
	Iteration 14Q: 3 clusters Score -83712.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83716.187500 Penalty: 1369.915161
	Iteration 15Q: 3 clusters Score -83716.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -83720.546875 Penalty: 1369.915161
	Iteration 16Q: 3 clusters Score -83720.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -83725.617188 Penalty: 1369.915161
	Iteration 17Q: 3 clusters Score -83725.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83728.882812 Penalty: 1369.915161
	Iteration 18Q: 3 clusters Score -83728.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83734.703125 Penalty: 1369.915161
	Iteration 19Q: 3 clusters Score -83734.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83737.195312 Penalty: 1369.915161
	Iteration 20F: 3 clusters Score -83737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83738.335938 Penalty: 1369.915161
	Iteration 21Q: 3 clusters Score -83738.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83738.507812 Penalty: 1369.915161
	Iteration 22Q: 3 clusters Score -83738.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83738.507812 Penalty: 1369.915161
	Iteration 23F: 3 clusters Score -83738.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Entering Unmasked Estep 
Score: -2989996.750000 Penalty: 1036.217285
	Iteration 0F: 2 clusters Score -2989997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2953451.750000 Penalty: 2072.434570
	Iteration 0F: 3 clusters Score -2953452 nChanged 26096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2968732.000000 Penalty: 2072.434570
	Iteration 1F: 3 clusters Score -2968732 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -2969678.250000 Penalty: 2072.434570
	Iteration 2Q: 3 clusters Score -2969678 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2971376.750000 Penalty: 2072.434570
	Iteration 3F: 3 clusters Score -2971377 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2973959.250000 Penalty: 2072.434570
	Iteration 4F: 3 clusters Score -2973959 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2977142.500000 Penalty: 2072.434570
	Iteration 5F: 3 clusters Score -2977142 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2980447.750000 Penalty: 2072.434570
	Iteration 6F: 3 clusters Score -2980448 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2983346.500000 Penalty: 2072.434570
	Iteration 7F: 3 clusters Score -2983346 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2985524.750000 Penalty: 2072.434570
	Iteration 8Q: 3 clusters Score -2985525 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2986992.750000 Penalty: 2072.434570
	Iteration 9Q: 3 clusters Score -2986993 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2988064.000000 Penalty: 2072.434570
	Iteration 10Q: 3 clusters Score -2988064 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2988669.750000 Penalty: 2072.434570
	Iteration 11Q: 3 clusters Score -2988670 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2989095.500000 Penalty: 2072.434570
	Iteration 12Q: 3 clusters Score -2989096 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2989363.000000 Penalty: 2072.434570
	Iteration 13Q: 3 clusters Score -2989363 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2989536.000000 Penalty: 2072.434570
	Iteration 14Q: 3 clusters Score -2989536 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2989646.000000 Penalty: 2072.434570
	Iteration 15Q: 3 clusters Score -2989646 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2989758.500000 Penalty: 2072.434570
	Iteration 16Q: 3 clusters Score -2989758 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2989839.500000 Penalty: 2072.434570
	Iteration 17Q: 3 clusters Score -2989840 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2989904.000000 Penalty: 2072.434570
	Iteration 18Q: 3 clusters Score -2989904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2989937.500000 Penalty: 2072.434570
	Iteration 19Q: 3 clusters Score -2989938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2989956.500000 Penalty: 2072.434570
	Iteration 20F: 3 clusters Score -2989956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2989973.750000 Penalty: 2072.434570
	Iteration 21Q: 3 clusters Score -2989974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2989984.500000 Penalty: 2072.434570
	Iteration 22Q: 3 clusters Score -2989984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2989995.000000 Penalty: 2072.434570
	Iteration 23Q: 3 clusters Score -2989995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2989998.000000 Penalty: 2072.434570
	Iteration 24Q: 3 clusters Score -2989998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2990002.000000 Penalty: 2072.434570
	Iteration 25Q: 3 clusters Score -2990002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2989998.750000 Penalty: 2072.434570
	Iteration 26Q: 3 clusters Score -2989999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2990003.500000 Penalty: 2072.434570
	Iteration 27Q: 3 clusters Score -2990004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2990002.750000 Penalty: 2072.434570
	Iteration 28Q: 3 clusters Score -2990003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2990004.500000 Penalty: 2072.434570
	Iteration 29Q: 3 clusters Score -2990004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2990010.500000 Penalty: 2072.434570
	Iteration 30Q: 3 clusters Score -2990010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2990008.250000 Penalty: 2072.434570
	Iteration 31Q: 3 clusters Score -2990008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2990009.000000 Penalty: 2072.434570
	Iteration 32Q: 3 clusters Score -2990009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2990014.000000 Penalty: 2072.434570
	Iteration 33Q: 3 clusters Score -2990014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2990017.250000 Penalty: 2072.434570
	Iteration 34Q: 3 clusters Score -2990017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2990020.250000 Penalty: 2072.434570
	Iteration 35Q: 3 clusters Score -2990020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2990023.750000 Penalty: 2072.434570
	Iteration 36Q: 3 clusters Score -2990024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2990024.500000 Penalty: 2072.434570
	Iteration 37Q: 3 clusters Score -2990024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2990024.500000 Penalty: 2072.434570
	Iteration 38Q: 3 clusters Score -2990024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2990028.500000 Penalty: 2072.434570
	Iteration 39Q: 3 clusters Score -2990028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2990027.250000 Penalty: 2072.434570
	Iteration 40F: 3 clusters Score -2990027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2990025.000000 Penalty: 2072.434570
	Iteration 41Q: 3 clusters Score -2990025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2990026.250000 Penalty: 2072.434570
	Iteration 42Q: 3 clusters Score -2990026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2990026.250000 Penalty: 2072.434570
	Iteration 43F: 3 clusters Score -2990026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 52922 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 82806 members 
Mstep: Class 9 contains 14698 members 
Mstep: Class 11 contains 121677 members 
Mstep: Class 12 contains 81145 members 
Mstep: Class 13 contains 11897 members 
Mstep: Class 14 contains 9179 members 
Mstep: Class 15 contains 22583 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 227169 members 
Mstep: Class 20 contains 36760 members 
Entering Unmasked Estep 
Score: -38602840.000000 Penalty: 23103.480469
Splitting cluster 3 changes total score from -38602764.000000 to -38602840.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (7925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Entering Unmasked Estep 
Score: -407946.468750 Penalty: 852.888855
	Iteration 0F: 2 clusters Score -407946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -402434.843750 Penalty: 1705.777710
	Iteration 0F: 3 clusters Score -402434.8 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -404344.906250 Penalty: 1705.777710
	Iteration 1F: 3 clusters Score -404344.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -404603.843750 Penalty: 1705.777710
	Iteration 2F: 3 clusters Score -404603.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -404851.000000 Penalty: 1705.777710
	Iteration 3F: 3 clusters Score -404851 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -405102.406250 Penalty: 1705.777710
	Iteration 4F: 3 clusters Score -405102.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -405334.312500 Penalty: 1705.777710
	Iteration 5F: 3 clusters Score -405334.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -405554.843750 Penalty: 1705.777710
	Iteration 6Q: 3 clusters Score -405554.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -405788.125000 Penalty: 1705.777710
	Iteration 7Q: 3 clusters Score -405788.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -406008.375000 Penalty: 1705.777710
	Iteration 8Q: 3 clusters Score -406008.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -406211.093750 Penalty: 1705.777710
	Iteration 9Q: 3 clusters Score -406211.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -406379.406250 Penalty: 1705.777710
	Iteration 10Q: 3 clusters Score -406379.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -406501.937500 Penalty: 1705.777710
	Iteration 11Q: 3 clusters Score -406501.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -406583.718750 Penalty: 1705.777710
	Iteration 12Q: 3 clusters Score -406583.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -406627.031250 Penalty: 1705.777710
	Iteration 13Q: 3 clusters Score -406627 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -406658.875000 Penalty: 1705.777710
	Iteration 14Q: 3 clusters Score -406658.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -406695.750000 Penalty: 1705.777710
	Iteration 15Q: 3 clusters Score -406695.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -406729.781250 Penalty: 1705.777710
	Iteration 16Q: 3 clusters Score -406729.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -406755.718750 Penalty: 1705.777710
	Iteration 17Q: 3 clusters Score -406755.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -406782.343750 Penalty: 1705.777710
	Iteration 18Q: 3 clusters Score -406782.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -406801.562500 Penalty: 1705.777710
	Iteration 19Q: 3 clusters Score -406801.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -406815.156250 Penalty: 1705.777710
	Iteration 20F: 3 clusters Score -406815.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -406826.750000 Penalty: 1705.777710
	Iteration 21Q: 3 clusters Score -406826.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -406838.250000 Penalty: 1705.777710
	Iteration 22Q: 3 clusters Score -406838.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -406852.250000 Penalty: 1705.777710
	Iteration 23Q: 3 clusters Score -406852.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -406866.593750 Penalty: 1705.777710
	Iteration 24Q: 3 clusters Score -406866.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -406878.656250 Penalty: 1705.777710
	Iteration 25Q: 3 clusters Score -406878.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -406889.687500 Penalty: 1705.777710
	Iteration 26Q: 3 clusters Score -406889.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -406906.937500 Penalty: 1705.777710
	Iteration 27Q: 3 clusters Score -406906.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -406925.312500 Penalty: 1705.777710
	Iteration 28Q: 3 clusters Score -406925.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -406946.343750 Penalty: 1705.777710
	Iteration 29Q: 3 clusters Score -406946.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -406959.031250 Penalty: 1705.777710
	Iteration 30Q: 3 clusters Score -406959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -406973.437500 Penalty: 1705.777710
	Iteration 31Q: 3 clusters Score -406973.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -406985.562500 Penalty: 1705.777710
	Iteration 32Q: 3 clusters Score -406985.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -406997.437500 Penalty: 1705.777710
	Iteration 33Q: 3 clusters Score -406997.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -407006.593750 Penalty: 1705.777710
	Iteration 34Q: 3 clusters Score -407006.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -407020.406250 Penalty: 1705.777710
	Iteration 35Q: 3 clusters Score -407020.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -407035.437500 Penalty: 1705.777710
	Iteration 36Q: 3 clusters Score -407035.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -407051.312500 Penalty: 1705.777710
	Iteration 37Q: 3 clusters Score -407051.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -407068.468750 Penalty: 1705.777710
	Iteration 38Q: 3 clusters Score -407068.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -407085.250000 Penalty: 1705.777710
	Iteration 39Q: 3 clusters Score -407085.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -407106.406250 Penalty: 1705.777710
	Iteration 40F: 3 clusters Score -407106.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -407130.000000 Penalty: 1705.777710
	Iteration 41Q: 3 clusters Score -407130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -407151.343750 Penalty: 1705.777710
	Iteration 42Q: 3 clusters Score -407151.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -407164.500000 Penalty: 1705.777710
	Iteration 43Q: 3 clusters Score -407164.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -407180.437500 Penalty: 1705.777710
	Iteration 44Q: 3 clusters Score -407180.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -407197.156250 Penalty: 1705.777710
	Iteration 45Q: 3 clusters Score -407197.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -407212.500000 Penalty: 1705.777710
	Iteration 46Q: 3 clusters Score -407212.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -407221.843750 Penalty: 1705.777710
	Iteration 47Q: 3 clusters Score -407221.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -407227.781250 Penalty: 1705.777710
	Iteration 48Q: 3 clusters Score -407227.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -407231.437500 Penalty: 1705.777710
	Iteration 49Q: 3 clusters Score -407231.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -407233.250000 Penalty: 1705.777710
	Iteration 50Q: 3 clusters Score -407233.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -407235.781250 Penalty: 1705.777710
	Iteration 51Q: 3 clusters Score -407235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -407237.093750 Penalty: 1705.777710
	Iteration 52Q: 3 clusters Score -407237.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -407238.875000 Penalty: 1705.777710
	Iteration 53Q: 3 clusters Score -407238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -407239.781250 Penalty: 1705.777710
	Iteration 54Q: 3 clusters Score -407239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -407242.593750 Penalty: 1705.777710
	Iteration 55Q: 3 clusters Score -407242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -407246.625000 Penalty: 1705.777710
	Iteration 56Q: 3 clusters Score -407246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -407248.812500 Penalty: 1705.777710
	Iteration 57Q: 3 clusters Score -407248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -407252.250000 Penalty: 1705.777710
	Iteration 58Q: 3 clusters Score -407252.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -407260.843750 Penalty: 1705.777710
	Iteration 59Q: 3 clusters Score -407260.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -407265.375000 Penalty: 1705.777710
	Iteration 60F: 3 clusters Score -407265.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -407267.687500 Penalty: 1705.777710
	Iteration 61Q: 3 clusters Score -407267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -407270.687500 Penalty: 1705.777710
	Iteration 62Q: 3 clusters Score -407270.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -407271.312500 Penalty: 1705.777710
	Iteration 63Q: 3 clusters Score -407271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -407272.718750 Penalty: 1705.777710
	Iteration 64Q: 3 clusters Score -407272.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -407273.500000 Penalty: 1705.777710
	Iteration 65Q: 3 clusters Score -407273.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -407277.250000 Penalty: 1705.777710
	Iteration 66Q: 3 clusters Score -407277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -407279.156250 Penalty: 1705.777710
	Iteration 67Q: 3 clusters Score -407279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -407280.500000 Penalty: 1705.777710
	Iteration 68Q: 3 clusters Score -407280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -407281.656250 Penalty: 1705.777710
	Iteration 69Q: 3 clusters Score -407281.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -407283.843750 Penalty: 1705.777710
	Iteration 70Q: 3 clusters Score -407283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -407285.531250 Penalty: 1705.777710
	Iteration 71Q: 3 clusters Score -407285.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -407287.500000 Penalty: 1705.777710
	Iteration 72Q: 3 clusters Score -407287.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -407288.687500 Penalty: 1705.777710
	Iteration 73Q: 3 clusters Score -407288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -407290.531250 Penalty: 1705.777710
	Iteration 74Q: 3 clusters Score -407290.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -407291.187500 Penalty: 1705.777710
	Iteration 75Q: 3 clusters Score -407291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -407293.312500 Penalty: 1705.777710
	Iteration 76Q: 3 clusters Score -407293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -407293.406250 Penalty: 1705.777710
	Iteration 77Q: 3 clusters Score -407293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -407293.406250 Penalty: 1705.777710
	Iteration 78F: 3 clusters Score -407293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Entering Unmasked Estep 
Score: -523917.406250 Penalty: 885.332031
	Iteration 0F: 2 clusters Score -523917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -516320.687500 Penalty: 1770.664062
	Iteration 0F: 3 clusters Score -516320.7 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -519352.281250 Penalty: 1770.664062
	Iteration 1F: 3 clusters Score -519352.3 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -519753.437500 Penalty: 1770.664062
	Iteration 2F: 3 clusters Score -519753.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -520249.218750 Penalty: 1770.664062
	Iteration 3F: 3 clusters Score -520249.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -520742.656250 Penalty: 1770.664062
	Iteration 4F: 3 clusters Score -520742.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -521130.218750 Penalty: 1770.664062
	Iteration 5F: 3 clusters Score -521130.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -521500.125000 Penalty: 1770.664062
	Iteration 6F: 3 clusters Score -521500.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -521866.406250 Penalty: 1770.664062
	Iteration 7F: 3 clusters Score -521866.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -522229.187500 Penalty: 1770.664062
	Iteration 8Q: 3 clusters Score -522229.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -522495.812500 Penalty: 1770.664062
	Iteration 9Q: 3 clusters Score -522495.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -522684.531250 Penalty: 1770.664062
	Iteration 10Q: 3 clusters Score -522684.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -522810.250000 Penalty: 1770.664062
	Iteration 11Q: 3 clusters Score -522810.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -522896.562500 Penalty: 1770.664062
	Iteration 12Q: 3 clusters Score -522896.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -522969.125000 Penalty: 1770.664062
	Iteration 13Q: 3 clusters Score -522969.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -523032.843750 Penalty: 1770.664062
	Iteration 14Q: 3 clusters Score -523032.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -523103.031250 Penalty: 1770.664062
	Iteration 15Q: 3 clusters Score -523103 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -523195.781250 Penalty: 1770.664062
	Iteration 16Q: 3 clusters Score -523195.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -523282.281250 Penalty: 1770.664062
	Iteration 17Q: 3 clusters Score -523282.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -523369.031250 Penalty: 1770.664062
	Iteration 18Q: 3 clusters Score -523369 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -523442.218750 Penalty: 1770.664062
	Iteration 19Q: 3 clusters Score -523442.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -523527.437500 Penalty: 1770.664062
	Iteration 20F: 3 clusters Score -523527.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -523584.875000 Penalty: 1770.664062
	Iteration 21Q: 3 clusters Score -523584.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -523627.468750 Penalty: 1770.664062
	Iteration 22Q: 3 clusters Score -523627.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -523668.218750 Penalty: 1770.664062
	Iteration 23Q: 3 clusters Score -523668.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -523691.875000 Penalty: 1770.664062
	Iteration 24Q: 3 clusters Score -523691.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -523704.906250 Penalty: 1770.664062
	Iteration 25Q: 3 clusters Score -523704.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -523720.343750 Penalty: 1770.664062
	Iteration 26Q: 3 clusters Score -523720.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -523735.156250 Penalty: 1770.664062
	Iteration 27Q: 3 clusters Score -523735.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -523745.812500 Penalty: 1770.664062
	Iteration 28Q: 3 clusters Score -523745.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -523754.906250 Penalty: 1770.664062
	Iteration 29Q: 3 clusters Score -523754.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -523761.812500 Penalty: 1770.664062
	Iteration 30Q: 3 clusters Score -523761.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -523769.093750 Penalty: 1770.664062
	Iteration 31Q: 3 clusters Score -523769.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -523773.281250 Penalty: 1770.664062
	Iteration 32Q: 3 clusters Score -523773.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -523775.875000 Penalty: 1770.664062
	Iteration 33Q: 3 clusters Score -523775.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -523781.781250 Penalty: 1770.664062
	Iteration 34Q: 3 clusters Score -523781.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -523792.937500 Penalty: 1770.664062
	Iteration 35Q: 3 clusters Score -523792.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -523801.312500 Penalty: 1770.664062
	Iteration 36Q: 3 clusters Score -523801.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -523808.343750 Penalty: 1770.664062
	Iteration 37Q: 3 clusters Score -523808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -523813.812500 Penalty: 1770.664062
	Iteration 38Q: 3 clusters Score -523813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -523816.250000 Penalty: 1770.664062
	Iteration 39Q: 3 clusters Score -523816.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -523826.031250 Penalty: 1770.664062
	Iteration 40F: 3 clusters Score -523826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -523835.968750 Penalty: 1770.664062
	Iteration 41Q: 3 clusters Score -523836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -523841.687500 Penalty: 1770.664062
	Iteration 42Q: 3 clusters Score -523841.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -523845.687500 Penalty: 1770.664062
	Iteration 43Q: 3 clusters Score -523845.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -523848.125000 Penalty: 1770.664062
	Iteration 44Q: 3 clusters Score -523848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -523848.562500 Penalty: 1770.664062
	Iteration 45Q: 3 clusters Score -523848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -523849.843750 Penalty: 1770.664062
	Iteration 46Q: 3 clusters Score -523849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -523854.156250 Penalty: 1770.664062
	Iteration 47Q: 3 clusters Score -523854.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -523856.781250 Penalty: 1770.664062
	Iteration 48Q: 3 clusters Score -523856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -523857.875000 Penalty: 1770.664062
	Iteration 49Q: 3 clusters Score -523857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -523859.125000 Penalty: 1770.664062
	Iteration 50Q: 3 clusters Score -523859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -523859.375000 Penalty: 1770.664062
	Iteration 51Q: 3 clusters Score -523859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -523859.812500 Penalty: 1770.664062
	Iteration 52Q: 3 clusters Score -523859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -523859.906250 Penalty: 1770.664062
	Iteration 53F: 3 clusters Score -523859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -523860.406250 Penalty: 1770.664062
	Iteration 54Q: 3 clusters Score -523860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -523860.250000 Penalty: 1770.664062
	Iteration 55Q: 3 clusters Score -523860.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -523860.250000 Penalty: 1770.664062
	Iteration 56F: 3 clusters Score -523860.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -332323.062500 Penalty: 839.054199
	Iteration 0F: 2 clusters Score -332323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -327555.156250 Penalty: 1678.108398
	Iteration 0F: 3 clusters Score -327555.2 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -329244.718750 Penalty: 1678.108398
	Iteration 1F: 3 clusters Score -329244.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -329446.062500 Penalty: 1678.108398
	Iteration 2F: 3 clusters Score -329446.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -329612.343750 Penalty: 1678.108398
	Iteration 3F: 3 clusters Score -329612.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -329780.593750 Penalty: 1678.108398
	Iteration 4Q: 3 clusters Score -329780.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -329942.375000 Penalty: 1678.108398
	Iteration 5Q: 3 clusters Score -329942.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -330112.437500 Penalty: 1678.108398
	Iteration 6Q: 3 clusters Score -330112.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -330313.375000 Penalty: 1678.108398
	Iteration 7Q: 3 clusters Score -330313.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -330519.687500 Penalty: 1678.108398
	Iteration 8Q: 3 clusters Score -330519.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -330674.968750 Penalty: 1678.108398
	Iteration 9Q: 3 clusters Score -330675 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -330791.968750 Penalty: 1678.108398
	Iteration 10Q: 3 clusters Score -330792 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -330912.843750 Penalty: 1678.108398
	Iteration 11Q: 3 clusters Score -330912.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -331021.500000 Penalty: 1678.108398
	Iteration 12Q: 3 clusters Score -331021.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -331122.718750 Penalty: 1678.108398
	Iteration 13Q: 3 clusters Score -331122.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -331198.562500 Penalty: 1678.108398
	Iteration 14Q: 3 clusters Score -331198.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -331282.593750 Penalty: 1678.108398
	Iteration 15Q: 3 clusters Score -331282.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -331373.531250 Penalty: 1678.108398
	Iteration 16Q: 3 clusters Score -331373.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -331475.218750 Penalty: 1678.108398
	Iteration 17Q: 3 clusters Score -331475.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -331586.687500 Penalty: 1678.108398
	Iteration 18Q: 3 clusters Score -331586.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -331679.156250 Penalty: 1678.108398
	Iteration 19Q: 3 clusters Score -331679.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -331739.062500 Penalty: 1678.108398
	Iteration 20F: 3 clusters Score -331739.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -331795.593750 Penalty: 1678.108398
	Iteration 21Q: 3 clusters Score -331795.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -331852.187500 Penalty: 1678.108398
	Iteration 22Q: 3 clusters Score -331852.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -331901.781250 Penalty: 1678.108398
	Iteration 23Q: 3 clusters Score -331901.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -331932.156250 Penalty: 1678.108398
	Iteration 24Q: 3 clusters Score -331932.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -331961.500000 Penalty: 1678.108398
	Iteration 25Q: 3 clusters Score -331961.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -331998.156250 Penalty: 1678.108398
	Iteration 26Q: 3 clusters Score -331998.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -332037.968750 Penalty: 1678.108398
	Iteration 27Q: 3 clusters Score -332038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -332081.500000 Penalty: 1678.108398
	Iteration 28Q: 3 clusters Score -332081.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -332126.468750 Penalty: 1678.108398
	Iteration 29Q: 3 clusters Score -332126.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -332164.000000 Penalty: 1678.108398
	Iteration 30Q: 3 clusters Score -332164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -332181.187500 Penalty: 1678.108398
	Iteration 31Q: 3 clusters Score -332181.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -332201.843750 Penalty: 1678.108398
	Iteration 32Q: 3 clusters Score -332201.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -332213.437500 Penalty: 1678.108398
	Iteration 33Q: 3 clusters Score -332213.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -332226.406250 Penalty: 1678.108398
	Iteration 34Q: 3 clusters Score -332226.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -332234.250000 Penalty: 1678.108398
	Iteration 35Q: 3 clusters Score -332234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -332238.625000 Penalty: 1678.108398
	Iteration 36Q: 3 clusters Score -332238.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -332243.718750 Penalty: 1678.108398
	Iteration 37Q: 3 clusters Score -332243.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -332247.531250 Penalty: 1678.108398
	Iteration 38Q: 3 clusters Score -332247.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -332248.906250 Penalty: 1678.108398
	Iteration 39Q: 3 clusters Score -332248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -332307.750000 Penalty: 1678.108398
	Iteration 40F: 3 clusters Score -332307.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -332353.343750 Penalty: 1678.108398
	Iteration 41Q: 3 clusters Score -332353.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -332376.750000 Penalty: 1678.108398
	Iteration 42Q: 3 clusters Score -332376.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -332398.312500 Penalty: 1678.108398
	Iteration 43Q: 3 clusters Score -332398.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -332407.406250 Penalty: 1678.108398
	Iteration 44Q: 3 clusters Score -332407.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -332416.531250 Penalty: 1678.108398
	Iteration 45Q: 3 clusters Score -332416.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -332421.531250 Penalty: 1678.108398
	Iteration 46Q: 3 clusters Score -332421.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -332425.062500 Penalty: 1678.108398
	Iteration 47Q: 3 clusters Score -332425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -332427.437500 Penalty: 1678.108398
	Iteration 48Q: 3 clusters Score -332427.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -332428.656250 Penalty: 1678.108398
	Iteration 49Q: 3 clusters Score -332428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -332429.625000 Penalty: 1678.108398
	Iteration 50Q: 3 clusters Score -332429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -332430.843750 Penalty: 1678.108398
	Iteration 51Q: 3 clusters Score -332430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -332432.468750 Penalty: 1678.108398
	Iteration 52Q: 3 clusters Score -332432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -332434.093750 Penalty: 1678.108398
	Iteration 53Q: 3 clusters Score -332434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -332435.406250 Penalty: 1678.108398
	Iteration 54Q: 3 clusters Score -332435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -332435.843750 Penalty: 1678.108398
	Iteration 55Q: 3 clusters Score -332435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -332436.593750 Penalty: 1678.108398
	Iteration 56Q: 3 clusters Score -332436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -332436.500000 Penalty: 1678.108398
	Iteration 57Q: 3 clusters Score -332436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -332436.812500 Penalty: 1678.108398
	Iteration 58Q: 3 clusters Score -332436.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -332442.250000 Penalty: 1678.108398
	Iteration 59F: 3 clusters Score -332442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -332443.875000 Penalty: 1678.108398
	Iteration 60F: 3 clusters Score -332443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -332445.531250 Penalty: 1678.108398
	Iteration 61Q: 3 clusters Score -332445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -332447.656250 Penalty: 1678.108398
	Iteration 62Q: 3 clusters Score -332447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -332449.406250 Penalty: 1678.108398
	Iteration 63Q: 3 clusters Score -332449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -332452.000000 Penalty: 1678.108398
	Iteration 64Q: 3 clusters Score -332452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -332454.750000 Penalty: 1678.108398
	Iteration 65Q: 3 clusters Score -332454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -332457.406250 Penalty: 1678.108398
	Iteration 66Q: 3 clusters Score -332457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -332458.718750 Penalty: 1678.108398
	Iteration 67Q: 3 clusters Score -332458.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -332458.718750 Penalty: 1678.108398
	Iteration 68F: 3 clusters Score -332458.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 52922 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 6117 members 
Mstep: Class 8 contains 82806 members 
Mstep: Class 9 contains 14698 members 
Mstep: Class 11 contains 121677 members 
Mstep: Class 12 contains 81145 members 
Mstep: Class 13 contains 11897 members 
Mstep: Class 14 contains 9179 members 
Mstep: Class 15 contains 22583 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 227169 members 
Mstep: Class 20 contains 36760 members 
Entering Unmasked Estep 
Score: -38602448.000000 Penalty: 24387.005859
Splitting cluster 7 changes total score from -38602764.000000 to -38602448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (82806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Entering Unmasked Estep 
Score: -4930290.000000 Penalty: 1075.804321
	Iteration 0F: 2 clusters Score -4930290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4874719.000000 Penalty: 2151.608643
	Iteration 0F: 3 clusters Score -4874719 nChanged 39899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -4898132.000000 Penalty: 2151.608643
	Iteration 1F: 3 clusters Score -4898132 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -4898791.000000 Penalty: 2151.608643
	Iteration 2Q: 3 clusters Score -4898791 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -4899633.500000 Penalty: 2151.608643
	Iteration 3Q: 3 clusters Score -4899634 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -4900722.500000 Penalty: 2151.608643
	Iteration 4Q: 3 clusters Score -4900722 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4902302.500000 Penalty: 2151.608643
	Iteration 5Q: 3 clusters Score -4902302 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4904414.000000 Penalty: 2151.608643
	Iteration 6Q: 3 clusters Score -4904414 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -4907471.000000 Penalty: 2151.608643
	Iteration 7F: 3 clusters Score -4907471 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -4911140.000000 Penalty: 2151.608643
	Iteration 8F: 3 clusters Score -4911140 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4914669.500000 Penalty: 2151.608643
	Iteration 9F: 3 clusters Score -4914670 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4917300.000000 Penalty: 2151.608643
	Iteration 10Q: 3 clusters Score -4917300 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67422 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4919148.000000 Penalty: 2151.608643
	Iteration 11Q: 3 clusters Score -4919148 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4920496.000000 Penalty: 2151.608643
	Iteration 12Q: 3 clusters Score -4920496 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4921702.500000 Penalty: 2151.608643
	Iteration 13Q: 3 clusters Score -4921702 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -4922912.000000 Penalty: 2151.608643
	Iteration 14Q: 3 clusters Score -4922912 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -4924142.000000 Penalty: 2151.608643
	Iteration 15Q: 3 clusters Score -4924142 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4925319.500000 Penalty: 2151.608643
	Iteration 16Q: 3 clusters Score -4925320 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4926414.500000 Penalty: 2151.608643
	Iteration 17Q: 3 clusters Score -4926414 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79958 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4927318.000000 Penalty: 2151.608643
	Iteration 18Q: 3 clusters Score -4927318 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4928063.500000 Penalty: 2151.608643
	Iteration 19Q: 3 clusters Score -4928064 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4928602.000000 Penalty: 2151.608643
	Iteration 20F: 3 clusters Score -4928602 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4928975.000000 Penalty: 2151.608643
	Iteration 21Q: 3 clusters Score -4928975 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4929214.000000 Penalty: 2151.608643
	Iteration 22Q: 3 clusters Score -4929214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4929336.000000 Penalty: 2151.608643
	Iteration 23Q: 3 clusters Score -4929336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4929397.500000 Penalty: 2151.608643
	Iteration 24Q: 3 clusters Score -4929398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4929433.500000 Penalty: 2151.608643
	Iteration 25Q: 3 clusters Score -4929434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4929447.000000 Penalty: 2151.608643
	Iteration 26Q: 3 clusters Score -4929447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4929460.500000 Penalty: 2151.608643
	Iteration 27Q: 3 clusters Score -4929460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4929464.500000 Penalty: 2151.608643
	Iteration 28Q: 3 clusters Score -4929464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4929468.000000 Penalty: 2151.608643
	Iteration 29Q: 3 clusters Score -4929468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4929471.500000 Penalty: 2151.608643
	Iteration 30Q: 3 clusters Score -4929472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4929470.500000 Penalty: 2151.608643
	Iteration 31Q: 3 clusters Score -4929470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4929470.500000 Penalty: 2151.608643
	Iteration 32Q: 3 clusters Score -4929470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4929471.500000 Penalty: 2151.608643
	Iteration 33Q: 3 clusters Score -4929472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4929470.000000 Penalty: 2151.608643
	Iteration 34Q: 3 clusters Score -4929470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4929473.500000 Penalty: 2151.608643
	Iteration 35Q: 3 clusters Score -4929474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4929474.500000 Penalty: 2151.608643
	Iteration 36Q: 3 clusters Score -4929474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4929474.000000 Penalty: 2151.608643
	Iteration 37Q: 3 clusters Score -4929474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4929474.000000 Penalty: 2151.608643
	Iteration 38Q: 3 clusters Score -4929474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4929474.500000 Penalty: 2151.608643
	Iteration 39F: 3 clusters Score -4929474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4929476.000000 Penalty: 2151.608643
	Iteration 40F: 3 clusters Score -4929476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4929478.000000 Penalty: 2151.608643
	Iteration 41Q: 3 clusters Score -4929478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4929479.500000 Penalty: 2151.608643
	Iteration 42Q: 3 clusters Score -4929480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4929484.000000 Penalty: 2151.608643
	Iteration 43Q: 3 clusters Score -4929484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4929488.000000 Penalty: 2151.608643
	Iteration 44Q: 3 clusters Score -4929488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4929485.500000 Penalty: 2151.608643
	Iteration 45Q: 3 clusters Score -4929486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4929486.500000 Penalty: 2151.608643
	Iteration 46Q: 3 clusters Score -4929486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4929486.500000 Penalty: 2151.608643
	Iteration 47F: 3 clusters Score -4929486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Entering Unmasked Estep 
Score: -796910.625000 Penalty: 911.569336
	Iteration 0F: 2 clusters Score -796910.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -787064.500000 Penalty: 1823.138672
	Iteration 0F: 3 clusters Score -787064.5 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -790983.687500 Penalty: 1823.138672
	Iteration 1F: 3 clusters Score -790983.7 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -791785.312500 Penalty: 1823.138672
	Iteration 2F: 3 clusters Score -791785.3 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -792844.937500 Penalty: 1823.138672
	Iteration 3F: 3 clusters Score -792844.9 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -794041.687500 Penalty: 1823.138672
	Iteration 4F: 3 clusters Score -794041.7 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -795171.250000 Penalty: 1823.138672
	Iteration 5F: 3 clusters Score -795171.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -795848.312500 Penalty: 1823.138672
	Iteration 6F: 3 clusters Score -795848.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -796158.312500 Penalty: 1823.138672
	Iteration 7Q: 3 clusters Score -796158.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -796285.437500 Penalty: 1823.138672
	Iteration 8Q: 3 clusters Score -796285.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -796346.625000 Penalty: 1823.138672
	Iteration 9Q: 3 clusters Score -796346.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -796394.875000 Penalty: 1823.138672
	Iteration 10Q: 3 clusters Score -796394.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -796438.250000 Penalty: 1823.138672
	Iteration 11Q: 3 clusters Score -796438.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -796474.937500 Penalty: 1823.138672
	Iteration 12Q: 3 clusters Score -796474.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -796507.875000 Penalty: 1823.138672
	Iteration 13Q: 3 clusters Score -796507.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -796536.562500 Penalty: 1823.138672
	Iteration 14Q: 3 clusters Score -796536.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -796569.375000 Penalty: 1823.138672
	Iteration 15Q: 3 clusters Score -796569.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -796605.562500 Penalty: 1823.138672
	Iteration 16Q: 3 clusters Score -796605.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -796643.062500 Penalty: 1823.138672
	Iteration 17Q: 3 clusters Score -796643.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -796676.437500 Penalty: 1823.138672
	Iteration 18Q: 3 clusters Score -796676.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -796715.062500 Penalty: 1823.138672
	Iteration 19Q: 3 clusters Score -796715.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -796755.250000 Penalty: 1823.138672
	Iteration 20F: 3 clusters Score -796755.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -796777.937500 Penalty: 1823.138672
	Iteration 21Q: 3 clusters Score -796777.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -796794.812500 Penalty: 1823.138672
	Iteration 22Q: 3 clusters Score -796794.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -796807.500000 Penalty: 1823.138672
	Iteration 23Q: 3 clusters Score -796807.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -796822.562500 Penalty: 1823.138672
	Iteration 24Q: 3 clusters Score -796822.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -796831.562500 Penalty: 1823.138672
	Iteration 25Q: 3 clusters Score -796831.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -796841.187500 Penalty: 1823.138672
	Iteration 26Q: 3 clusters Score -796841.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -796853.500000 Penalty: 1823.138672
	Iteration 27Q: 3 clusters Score -796853.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -796866.375000 Penalty: 1823.138672
	Iteration 28Q: 3 clusters Score -796866.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -796876.875000 Penalty: 1823.138672
	Iteration 29Q: 3 clusters Score -796876.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -796885.875000 Penalty: 1823.138672
	Iteration 30Q: 3 clusters Score -796885.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -796896.500000 Penalty: 1823.138672
	Iteration 31Q: 3 clusters Score -796896.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -796902.500000 Penalty: 1823.138672
	Iteration 32Q: 3 clusters Score -796902.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -796912.687500 Penalty: 1823.138672
	Iteration 33Q: 3 clusters Score -796912.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -796922.437500 Penalty: 1823.138672
	Iteration 34Q: 3 clusters Score -796922.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -796936.812500 Penalty: 1823.138672
	Iteration 35Q: 3 clusters Score -796936.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -796960.750000 Penalty: 1823.138672
	Iteration 36Q: 3 clusters Score -796960.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -796990.187500 Penalty: 1823.138672
	Iteration 37Q: 3 clusters Score -796990.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -797016.250000 Penalty: 1823.138672
	Iteration 38Q: 3 clusters Score -797016.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -797036.187500 Penalty: 1823.138672
	Iteration 39Q: 3 clusters Score -797036.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -797053.000000 Penalty: 1823.138672
	Iteration 40F: 3 clusters Score -797053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -797070.312500 Penalty: 1823.138672
	Iteration 41Q: 3 clusters Score -797070.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -797081.437500 Penalty: 1823.138672
	Iteration 42Q: 3 clusters Score -797081.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -797085.250000 Penalty: 1823.138672
	Iteration 43Q: 3 clusters Score -797085.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -797089.875000 Penalty: 1823.138672
	Iteration 44Q: 3 clusters Score -797089.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -797090.500000 Penalty: 1823.138672
	Iteration 45Q: 3 clusters Score -797090.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -797095.000000 Penalty: 1823.138672
	Iteration 46Q: 3 clusters Score -797095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -797096.500000 Penalty: 1823.138672
	Iteration 47Q: 3 clusters Score -797096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -797097.562500 Penalty: 1823.138672
	Iteration 48Q: 3 clusters Score -797097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -797099.500000 Penalty: 1823.138672
	Iteration 49Q: 3 clusters Score -797099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -797100.687500 Penalty: 1823.138672
	Iteration 50Q: 3 clusters Score -797100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -797101.312500 Penalty: 1823.138672
	Iteration 51Q: 3 clusters Score -797101.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -797102.687500 Penalty: 1823.138672
	Iteration 52Q: 3 clusters Score -797102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -797102.687500 Penalty: 1823.138672
	Iteration 53F: 3 clusters Score -797102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 52922 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 13289 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 82806 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 11 contains 121677 members 
Mstep: Class 12 contains 81145 members 
Mstep: Class 13 contains 11897 members 
Mstep: Class 14 contains 9179 members 
Mstep: Class 15 contains 22583 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 227169 members 
Mstep: Class 20 contains 36760 members 
Entering Unmasked Estep 
Score: -38602800.000000 Penalty: 24387.005859
Splitting cluster 9 changes total score from -38602764.000000 to -38602800.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (121677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121677 members 
Entering Unmasked Estep 
Score: -6649849.000000 Penalty: 1112.366943
	Iteration 0F: 2 clusters Score -6649849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -6567988.500000 Penalty: 2224.733887
	Iteration 0F: 3 clusters Score -6567988 nChanged 58877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -6606245.000000 Penalty: 2224.733887
	Iteration 1F: 3 clusters Score -6606245 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -6610380.500000 Penalty: 2224.733887
	Iteration 2F: 3 clusters Score -6610380 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -6615999.000000 Penalty: 2224.733887
	Iteration 3F: 3 clusters Score -6615999 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -6622311.500000 Penalty: 2224.733887
	Iteration 4F: 3 clusters Score -6622312 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -6628681.500000 Penalty: 2224.733887
	Iteration 5F: 3 clusters Score -6628682 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103579 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -6634328.500000 Penalty: 2224.733887
	Iteration 6F: 3 clusters Score -6634328 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -6639096.500000 Penalty: 2224.733887
	Iteration 7Q: 3 clusters Score -6639096 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114238 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -6642906.000000 Penalty: 2224.733887
	Iteration 8Q: 3 clusters Score -6642906 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117483 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6645580.500000 Penalty: 2224.733887
	Iteration 9Q: 3 clusters Score -6645580 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119452 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6647188.000000 Penalty: 2224.733887
	Iteration 10Q: 3 clusters Score -6647188 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120553 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6648016.500000 Penalty: 2224.733887
	Iteration 11Q: 3 clusters Score -6648016 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121066 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6648433.500000 Penalty: 2224.733887
	Iteration 12Q: 3 clusters Score -6648434 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6648623.000000 Penalty: 2224.733887
	Iteration 13Q: 3 clusters Score -6648623 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6648697.500000 Penalty: 2224.733887
	Iteration 14Q: 3 clusters Score -6648698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121413 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6648789.500000 Penalty: 2224.733887
	Iteration 15Q: 3 clusters Score -6648790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121435 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6648824.500000 Penalty: 2224.733887
	Iteration 16Q: 3 clusters Score -6648824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6648839.000000 Penalty: 2224.733887
	Iteration 17Q: 3 clusters Score -6648839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121452 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6648845.000000 Penalty: 2224.733887
	Iteration 18Q: 3 clusters Score -6648845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121459 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6648868.000000 Penalty: 2224.733887
	Iteration 19Q: 3 clusters Score -6648868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121465 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6648881.000000 Penalty: 2224.733887
	Iteration 20F: 3 clusters Score -6648881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121470 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6648883.500000 Penalty: 2224.733887
	Iteration 21Q: 3 clusters Score -6648884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121473 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6648891.000000 Penalty: 2224.733887
	Iteration 22Q: 3 clusters Score -6648891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6648894.000000 Penalty: 2224.733887
	Iteration 23Q: 3 clusters Score -6648894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121475 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6648897.500000 Penalty: 2224.733887
	Iteration 24Q: 3 clusters Score -6648898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121477 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6648893.500000 Penalty: 2224.733887
	Iteration 25Q: 3 clusters Score -6648894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6648905.500000 Penalty: 2224.733887
	Iteration 26Q: 3 clusters Score -6648906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121479 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6648903.500000 Penalty: 2224.733887
	Iteration 27Q: 3 clusters Score -6648904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6648910.000000 Penalty: 2224.733887
	Iteration 28Q: 3 clusters Score -6648910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121484 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6648914.000000 Penalty: 2224.733887
	Iteration 29Q: 3 clusters Score -6648914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121484 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6648914.000000 Penalty: 2224.733887
	Iteration 30F: 3 clusters Score -6648914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Entering Unmasked Estep 
Score: -4397316.500000 Penalty: 1073.879395
	Iteration 0F: 2 clusters Score -4397316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -4343001.500000 Penalty: 2147.758789
	Iteration 0F: 3 clusters Score -4343002 nChanged 39161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -4366268.000000 Penalty: 2147.758789
	Iteration 1F: 3 clusters Score -4366268 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -4367240.500000 Penalty: 2147.758789
	Iteration 2Q: 3 clusters Score -4367240 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -4368621.000000 Penalty: 2147.758789
	Iteration 3Q: 3 clusters Score -4368621 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -4370509.000000 Penalty: 2147.758789
	Iteration 4F: 3 clusters Score -4370509 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -4372920.500000 Penalty: 2147.758789
	Iteration 5F: 3 clusters Score -4372920 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -4375714.500000 Penalty: 2147.758789
	Iteration 6F: 3 clusters Score -4375714 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -4378182.000000 Penalty: 2147.758789
	Iteration 7F: 3 clusters Score -4378182 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -4380155.500000 Penalty: 2147.758789
	Iteration 8F: 3 clusters Score -4380156 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -4381517.500000 Penalty: 2147.758789
	Iteration 9Q: 3 clusters Score -4381518 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -4382414.500000 Penalty: 2147.758789
	Iteration 10Q: 3 clusters Score -4382414 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -4382987.500000 Penalty: 2147.758789
	Iteration 11Q: 3 clusters Score -4382988 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -4383408.000000 Penalty: 2147.758789
	Iteration 12Q: 3 clusters Score -4383408 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -4383704.000000 Penalty: 2147.758789
	Iteration 13Q: 3 clusters Score -4383704 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -4383946.500000 Penalty: 2147.758789
	Iteration 14Q: 3 clusters Score -4383946 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -4384194.000000 Penalty: 2147.758789
	Iteration 15Q: 3 clusters Score -4384194 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -4384473.000000 Penalty: 2147.758789
	Iteration 16Q: 3 clusters Score -4384473 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -4384796.000000 Penalty: 2147.758789
	Iteration 17Q: 3 clusters Score -4384796 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -4385215.500000 Penalty: 2147.758789
	Iteration 18Q: 3 clusters Score -4385216 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -4385739.000000 Penalty: 2147.758789
	Iteration 19Q: 3 clusters Score -4385739 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4386407.000000 Penalty: 2147.758789
	Iteration 20F: 3 clusters Score -4386407 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4387318.500000 Penalty: 2147.758789
	Iteration 21Q: 3 clusters Score -4387318 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4388396.500000 Penalty: 2147.758789
	Iteration 22Q: 3 clusters Score -4388396 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4389722.500000 Penalty: 2147.758789
	Iteration 23Q: 3 clusters Score -4389722 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -4391231.000000 Penalty: 2147.758789
	Iteration 24Q: 3 clusters Score -4391231 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4392633.000000 Penalty: 2147.758789
	Iteration 25Q: 3 clusters Score -4392633 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4394011.000000 Penalty: 2147.758789
	Iteration 26Q: 3 clusters Score -4394011 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4395218.500000 Penalty: 2147.758789
	Iteration 27Q: 3 clusters Score -4395218 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -4396177.500000 Penalty: 2147.758789
	Iteration 28Q: 3 clusters Score -4396178 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4396856.500000 Penalty: 2147.758789
	Iteration 29Q: 3 clusters Score -4396856 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4397409.500000 Penalty: 2147.758789
	Iteration 30Q: 3 clusters Score -4397410 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4397826.000000 Penalty: 2147.758789
	Iteration 31Q: 3 clusters Score -4397826 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4398117.500000 Penalty: 2147.758789
	Iteration 32Q: 3 clusters Score -4398118 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -4398308.000000 Penalty: 2147.758789
	Iteration 33Q: 3 clusters Score -4398308 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4398456.500000 Penalty: 2147.758789
	Iteration 34Q: 3 clusters Score -4398456 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4398560.000000 Penalty: 2147.758789
	Iteration 35Q: 3 clusters Score -4398560 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4398673.000000 Penalty: 2147.758789
	Iteration 36Q: 3 clusters Score -4398673 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -4398737.000000 Penalty: 2147.758789
	Iteration 37Q: 3 clusters Score -4398737 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4398858.500000 Penalty: 2147.758789
	Iteration 38Q: 3 clusters Score -4398858 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4399006.500000 Penalty: 2147.758789
	Iteration 39Q: 3 clusters Score -4399006 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -4399278.000000 Penalty: 2147.758789
	Iteration 40F: 3 clusters Score -4399278 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4399632.000000 Penalty: 2147.758789
	Iteration 41Q: 3 clusters Score -4399632 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4400009.000000 Penalty: 2147.758789
	Iteration 42Q: 3 clusters Score -4400009 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77170 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4400307.500000 Penalty: 2147.758789
	Iteration 43Q: 3 clusters Score -4400308 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4400430.000000 Penalty: 2147.758789
	Iteration 44Q: 3 clusters Score -4400430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4400474.000000 Penalty: 2147.758789
	Iteration 45Q: 3 clusters Score -4400474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -4400488.000000 Penalty: 2147.758789
	Iteration 46Q: 3 clusters Score -4400488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4400504.500000 Penalty: 2147.758789
	Iteration 47Q: 3 clusters Score -4400504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4400500.000000 Penalty: 2147.758789
	Iteration 48Q: 3 clusters Score -4400500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4400505.000000 Penalty: 2147.758789
	Iteration 49Q: 3 clusters Score -4400505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -4400512.500000 Penalty: 2147.758789
	Iteration 50Q: 3 clusters Score -4400512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4400510.000000 Penalty: 2147.758789
	Iteration 51Q: 3 clusters Score -4400510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4400512.500000 Penalty: 2147.758789
	Iteration 52Q: 3 clusters Score -4400512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4400510.500000 Penalty: 2147.758789
	Iteration 53Q: 3 clusters Score -4400510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4400511.000000 Penalty: 2147.758789
	Iteration 54Q: 3 clusters Score -4400511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4400511.000000 Penalty: 2147.758789
	Iteration 55F: 3 clusters Score -4400511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 52922 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 13289 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 82806 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 121677 members 
Mstep: Class 12 contains 77195 members 
Mstep: Class 13 contains 11897 members 
Mstep: Class 14 contains 9179 members 
Mstep: Class 15 contains 22583 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 227169 members 
Mstep: Class 20 contains 36760 members 
Entering Unmasked Estep 
Score: -38605828.000000 Penalty: 25670.533203
Splitting cluster 12 changes total score from -38602764.000000 to -38605828.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 13 (11897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Entering Unmasked Estep 
Score: -605458.125000 Penalty: 891.483948
	Iteration 0F: 2 clusters Score -605458.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -597439.250000 Penalty: 1782.967896
	Iteration 0F: 3 clusters Score -597439.2 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -600407.437500 Penalty: 1782.967896
	Iteration 1F: 3 clusters Score -600407.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -600620.187500 Penalty: 1782.967896
	Iteration 2Q: 3 clusters Score -600620.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -600855.500000 Penalty: 1782.967896
	Iteration 3Q: 3 clusters Score -600855.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -601086.687500 Penalty: 1782.967896
	Iteration 4Q: 3 clusters Score -601086.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -601327.750000 Penalty: 1782.967896
	Iteration 5Q: 3 clusters Score -601327.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -601603.312500 Penalty: 1782.967896
	Iteration 6Q: 3 clusters Score -601603.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -602068.437500 Penalty: 1782.967896
	Iteration 7F: 3 clusters Score -602068.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -602933.812500 Penalty: 1782.967896
	Iteration 8F: 3 clusters Score -602933.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -604087.750000 Penalty: 1782.967896
	Iteration 9F: 3 clusters Score -604087.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -605133.625000 Penalty: 1782.967896
	Iteration 10F: 3 clusters Score -605133.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -605985.562500 Penalty: 1782.967896
	Iteration 11F: 3 clusters Score -605985.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -606561.000000 Penalty: 1782.967896
	Iteration 12F: 3 clusters Score -606561 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -606833.875000 Penalty: 1782.967896
	Iteration 13Q: 3 clusters Score -606833.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -606956.187500 Penalty: 1782.967896
	Iteration 14Q: 3 clusters Score -606956.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -607004.750000 Penalty: 1782.967896
	Iteration 15Q: 3 clusters Score -607004.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -607033.750000 Penalty: 1782.967896
	Iteration 16Q: 3 clusters Score -607033.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -607051.937500 Penalty: 1782.967896
	Iteration 17Q: 3 clusters Score -607051.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -607062.750000 Penalty: 1782.967896
	Iteration 18Q: 3 clusters Score -607062.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -607069.875000 Penalty: 1782.967896
	Iteration 19Q: 3 clusters Score -607069.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -607077.625000 Penalty: 1782.967896
	Iteration 20F: 3 clusters Score -607077.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -607079.000000 Penalty: 1782.967896
	Iteration 21Q: 3 clusters Score -607079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -607080.562500 Penalty: 1782.967896
	Iteration 22Q: 3 clusters Score -607080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -607082.125000 Penalty: 1782.967896
	Iteration 23Q: 3 clusters Score -607082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -607083.250000 Penalty: 1782.967896
	Iteration 24Q: 3 clusters Score -607083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -607083.562500 Penalty: 1782.967896
	Iteration 25Q: 3 clusters Score -607083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -607084.875000 Penalty: 1782.967896
	Iteration 26Q: 3 clusters Score -607084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -607083.562500 Penalty: 1782.967896
	Iteration 27Q: 3 clusters Score -607083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -607084.125000 Penalty: 1782.967896
	Iteration 28Q: 3 clusters Score -607084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -607086.187500 Penalty: 1782.967896
	Iteration 29Q: 3 clusters Score -607086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -607086.312500 Penalty: 1782.967896
	Iteration 30Q: 3 clusters Score -607086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -607086.312500 Penalty: 1782.967896
	Iteration 31F: 3 clusters Score -607086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 52922 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 13289 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 82806 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 121677 members 
Mstep: Class 12 contains 77195 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 9179 members 
Mstep: Class 15 contains 22583 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 227169 members 
Mstep: Class 20 contains 36760 members 
Mstep: Class 21 contains 10315 members 
Entering Unmasked Estep 
Score: -38607052.000000 Penalty: 26954.060547
Splitting cluster 13 changes total score from -38602764.000000 to -38607052.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (9179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Entering Unmasked Estep 
Score: -482578.156250 Penalty: 866.843994
	Iteration 0F: 2 clusters Score -482578.2 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 4633 members 
Entering Unmasked Estep 
Score: -476272.468750 Penalty: 1733.687988
	Iteration 0F: 3 clusters Score -476272.5 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -478699.687500 Penalty: 1733.687988
	Iteration 1F: 3 clusters Score -478699.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -479205.312500 Penalty: 1733.687988
	Iteration 2F: 3 clusters Score -479205.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -479730.812500 Penalty: 1733.687988
	Iteration 3F: 3 clusters Score -479730.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -480266.187500 Penalty: 1733.687988
	Iteration 4F: 3 clusters Score -480266.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -480707.156250 Penalty: 1733.687988
	Iteration 5F: 3 clusters Score -480707.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -481023.406250 Penalty: 1733.687988
	Iteration 6F: 3 clusters Score -481023.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -481251.718750 Penalty: 1733.687988
	Iteration 7Q: 3 clusters Score -481251.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -481420.531250 Penalty: 1733.687988
	Iteration 8Q: 3 clusters Score -481420.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -481625.593750 Penalty: 1733.687988
	Iteration 9Q: 3 clusters Score -481625.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -481883.250000 Penalty: 1733.687988
	Iteration 10Q: 3 clusters Score -481883.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -482124.250000 Penalty: 1733.687988
	Iteration 11Q: 3 clusters Score -482124.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -482283.531250 Penalty: 1733.687988
	Iteration 12Q: 3 clusters Score -482283.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -482393.656250 Penalty: 1733.687988
	Iteration 13Q: 3 clusters Score -482393.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -482478.562500 Penalty: 1733.687988
	Iteration 14Q: 3 clusters Score -482478.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -482581.625000 Penalty: 1733.687988
	Iteration 15Q: 3 clusters Score -482581.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -482697.281250 Penalty: 1733.687988
	Iteration 16Q: 3 clusters Score -482697.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -482751.093750 Penalty: 1733.687988
	Iteration 17Q: 3 clusters Score -482751.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -482770.468750 Penalty: 1733.687988
	Iteration 18Q: 3 clusters Score -482770.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -482776.687500 Penalty: 1733.687988
	Iteration 19Q: 3 clusters Score -482776.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -482781.437500 Penalty: 1733.687988
	Iteration 20F: 3 clusters Score -482781.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -482782.937500 Penalty: 1733.687988
	Iteration 21Q: 3 clusters Score -482782.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -482783.500000 Penalty: 1733.687988
	Iteration 22Q: 3 clusters Score -482783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -482784.625000 Penalty: 1733.687988
	Iteration 23Q: 3 clusters Score -482784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -482784.812500 Penalty: 1733.687988
	Iteration 24Q: 3 clusters Score -482784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -482785.437500 Penalty: 1733.687988
	Iteration 25Q: 3 clusters Score -482785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -482785.875000 Penalty: 1733.687988
	Iteration 26Q: 3 clusters Score -482785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -482786.312500 Penalty: 1733.687988
	Iteration 27Q: 3 clusters Score -482786.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -482786.312500 Penalty: 1733.687988
	Iteration 28F: 3 clusters Score -482786.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 52922 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 13289 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 82806 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 121677 members 
Mstep: Class 12 contains 77195 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 2537 members 
Mstep: Class 15 contains 22583 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 227169 members 
Mstep: Class 20 contains 36760 members 
Mstep: Class 21 contains 10315 members 
Mstep: Class 22 contains 6642 members 
Entering Unmasked Estep 
Score: -38606936.000000 Penalty: 28237.585938
Splitting cluster 14 changes total score from -38602764.000000 to -38606936.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (22583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Entering Unmasked Estep 
Score: -1039511.625000 Penalty: 952.370544
	Iteration 0F: 2 clusters Score -1039512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1024350.500000 Penalty: 1904.741089
	Iteration 0F: 3 clusters Score -1024350 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1030977.937500 Penalty: 1904.741089
	Iteration 1F: 3 clusters Score -1030978 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1032195.687500 Penalty: 1904.741089
	Iteration 2F: 3 clusters Score -1032196 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1033943.687500 Penalty: 1904.741089
	Iteration 3F: 3 clusters Score -1033944 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1035822.250000 Penalty: 1904.741089
	Iteration 4F: 3 clusters Score -1035822 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1037479.437500 Penalty: 1904.741089
	Iteration 5F: 3 clusters Score -1037479 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1038671.875000 Penalty: 1904.741089
	Iteration 6F: 3 clusters Score -1038672 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -1039401.250000 Penalty: 1904.741089
	Iteration 7Q: 3 clusters Score -1039401 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1039803.187500 Penalty: 1904.741089
	Iteration 8Q: 3 clusters Score -1039803 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -1040029.125000 Penalty: 1904.741089
	Iteration 9Q: 3 clusters Score -1040029 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -1040180.500000 Penalty: 1904.741089
	Iteration 10Q: 3 clusters Score -1040180 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -1040288.687500 Penalty: 1904.741089
	Iteration 11Q: 3 clusters Score -1040289 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -1040344.625000 Penalty: 1904.741089
	Iteration 12Q: 3 clusters Score -1040345 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -1040377.000000 Penalty: 1904.741089
	Iteration 13Q: 3 clusters Score -1040377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1040403.125000 Penalty: 1904.741089
	Iteration 14Q: 3 clusters Score -1040403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -1040417.750000 Penalty: 1904.741089
	Iteration 15Q: 3 clusters Score -1040418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1040423.375000 Penalty: 1904.741089
	Iteration 16Q: 3 clusters Score -1040423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -1040430.750000 Penalty: 1904.741089
	Iteration 17Q: 3 clusters Score -1040431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -1040435.687500 Penalty: 1904.741089
	Iteration 18Q: 3 clusters Score -1040436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -1040439.312500 Penalty: 1904.741089
	Iteration 19Q: 3 clusters Score -1040439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -1040445.250000 Penalty: 1904.741089
	Iteration 20F: 3 clusters Score -1040445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -1040450.125000 Penalty: 1904.741089
	Iteration 21Q: 3 clusters Score -1040450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -1040455.062500 Penalty: 1904.741089
	Iteration 22Q: 3 clusters Score -1040455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -1040459.750000 Penalty: 1904.741089
	Iteration 23Q: 3 clusters Score -1040460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -1040465.187500 Penalty: 1904.741089
	Iteration 24Q: 3 clusters Score -1040465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -1040478.437500 Penalty: 1904.741089
	Iteration 25Q: 3 clusters Score -1040478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1040488.312500 Penalty: 1904.741089
	Iteration 26Q: 3 clusters Score -1040488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -1040497.500000 Penalty: 1904.741089
	Iteration 27Q: 3 clusters Score -1040498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -1040509.437500 Penalty: 1904.741089
	Iteration 28Q: 3 clusters Score -1040509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1040516.562500 Penalty: 1904.741089
	Iteration 29Q: 3 clusters Score -1040517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -1040528.625000 Penalty: 1904.741089
	Iteration 30Q: 3 clusters Score -1040529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -1040536.937500 Penalty: 1904.741089
	Iteration 31Q: 3 clusters Score -1040537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -1040544.437500 Penalty: 1904.741089
	Iteration 32Q: 3 clusters Score -1040544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -1040546.437500 Penalty: 1904.741089
	Iteration 33Q: 3 clusters Score -1040546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -1040556.562500 Penalty: 1904.741089
	Iteration 34Q: 3 clusters Score -1040557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -1040563.062500 Penalty: 1904.741089
	Iteration 35Q: 3 clusters Score -1040563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -1040569.437500 Penalty: 1904.741089
	Iteration 36Q: 3 clusters Score -1040569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -1040571.250000 Penalty: 1904.741089
	Iteration 37Q: 3 clusters Score -1040571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -1040574.437500 Penalty: 1904.741089
	Iteration 38Q: 3 clusters Score -1040574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -1040577.562500 Penalty: 1904.741089
	Iteration 39Q: 3 clusters Score -1040578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -1040582.375000 Penalty: 1904.741089
	Iteration 40F: 3 clusters Score -1040582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -1040587.562500 Penalty: 1904.741089
	Iteration 41Q: 3 clusters Score -1040588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -1040594.625000 Penalty: 1904.741089
	Iteration 42Q: 3 clusters Score -1040595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -1040597.375000 Penalty: 1904.741089
	Iteration 43Q: 3 clusters Score -1040597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -1040598.750000 Penalty: 1904.741089
	Iteration 44Q: 3 clusters Score -1040599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -1040603.312500 Penalty: 1904.741089
	Iteration 45Q: 3 clusters Score -1040603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -1040613.250000 Penalty: 1904.741089
	Iteration 46Q: 3 clusters Score -1040613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -1040618.125000 Penalty: 1904.741089
	Iteration 47Q: 3 clusters Score -1040618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -1040625.125000 Penalty: 1904.741089
	Iteration 48Q: 3 clusters Score -1040625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -1040631.437500 Penalty: 1904.741089
	Iteration 49Q: 3 clusters Score -1040631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -1040638.437500 Penalty: 1904.741089
	Iteration 50Q: 3 clusters Score -1040638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -1040655.625000 Penalty: 1904.741089
	Iteration 51Q: 3 clusters Score -1040656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1040670.437500 Penalty: 1904.741089
	Iteration 52Q: 3 clusters Score -1040670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -1040674.125000 Penalty: 1904.741089
	Iteration 53Q: 3 clusters Score -1040674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -1040676.125000 Penalty: 1904.741089
	Iteration 54Q: 3 clusters Score -1040676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -1040677.625000 Penalty: 1904.741089
	Iteration 55Q: 3 clusters Score -1040678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -1040679.875000 Penalty: 1904.741089
	Iteration 56Q: 3 clusters Score -1040680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1040682.750000 Penalty: 1904.741089
	Iteration 57Q: 3 clusters Score -1040683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -1040682.687500 Penalty: 1904.741089
	Iteration 58Q: 3 clusters Score -1040683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -1040682.687500 Penalty: 1904.741089
	Iteration 59F: 3 clusters Score -1040683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 52922 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 13289 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 82806 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 121677 members 
Mstep: Class 12 contains 77195 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 2537 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 227169 members 
Mstep: Class 20 contains 36760 members 
Mstep: Class 21 contains 10315 members 
Mstep: Class 22 contains 6642 members 
Mstep: Class 23 contains 21122 members 
Entering Unmasked Estep 
Score: -38607688.000000 Penalty: 29521.113281
Splitting cluster 15 changes total score from -38602764.000000 to -38607688.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (26601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Entering Unmasked Estep 
Score: -1424348.000000 Penalty: 967.926941
	Iteration 0F: 2 clusters Score -1424348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1406536.625000 Penalty: 1935.853882
	Iteration 0F: 3 clusters Score -1406537 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1413730.250000 Penalty: 1935.853882
	Iteration 1F: 3 clusters Score -1413730 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1414448.625000 Penalty: 1935.853882
	Iteration 2F: 3 clusters Score -1414449 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1415259.000000 Penalty: 1935.853882
	Iteration 3F: 3 clusters Score -1415259 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1416244.250000 Penalty: 1935.853882
	Iteration 4F: 3 clusters Score -1416244 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1417457.875000 Penalty: 1935.853882
	Iteration 5F: 3 clusters Score -1417458 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1418878.625000 Penalty: 1935.853882
	Iteration 6F: 3 clusters Score -1418879 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1420107.625000 Penalty: 1935.853882
	Iteration 7F: 3 clusters Score -1420108 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1420984.875000 Penalty: 1935.853882
	Iteration 8Q: 3 clusters Score -1420985 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1421550.750000 Penalty: 1935.853882
	Iteration 9Q: 3 clusters Score -1421551 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1421969.375000 Penalty: 1935.853882
	Iteration 10Q: 3 clusters Score -1421969 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1422282.125000 Penalty: 1935.853882
	Iteration 11Q: 3 clusters Score -1422282 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1422547.250000 Penalty: 1935.853882
	Iteration 12Q: 3 clusters Score -1422547 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1422735.750000 Penalty: 1935.853882
	Iteration 13Q: 3 clusters Score -1422736 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1422840.625000 Penalty: 1935.853882
	Iteration 14Q: 3 clusters Score -1422841 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1422919.500000 Penalty: 1935.853882
	Iteration 15Q: 3 clusters Score -1422920 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1422975.000000 Penalty: 1935.853882
	Iteration 16Q: 3 clusters Score -1422975 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1423019.375000 Penalty: 1935.853882
	Iteration 17Q: 3 clusters Score -1423019 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1423060.125000 Penalty: 1935.853882
	Iteration 18Q: 3 clusters Score -1423060 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1423087.875000 Penalty: 1935.853882
	Iteration 19Q: 3 clusters Score -1423088 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1423106.000000 Penalty: 1935.853882
	Iteration 20F: 3 clusters Score -1423106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1423116.750000 Penalty: 1935.853882
	Iteration 21Q: 3 clusters Score -1423117 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1423123.125000 Penalty: 1935.853882
	Iteration 22Q: 3 clusters Score -1423123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1423136.375000 Penalty: 1935.853882
	Iteration 23Q: 3 clusters Score -1423136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1423142.750000 Penalty: 1935.853882
	Iteration 24Q: 3 clusters Score -1423143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1423150.625000 Penalty: 1935.853882
	Iteration 25Q: 3 clusters Score -1423151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1423155.875000 Penalty: 1935.853882
	Iteration 26Q: 3 clusters Score -1423156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1423160.125000 Penalty: 1935.853882
	Iteration 27Q: 3 clusters Score -1423160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1423156.250000 Penalty: 1935.853882
	Iteration 28Q: 3 clusters Score -1423156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1423166.250000 Penalty: 1935.853882
	Iteration 29Q: 3 clusters Score -1423166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1423168.750000 Penalty: 1935.853882
	Iteration 30Q: 3 clusters Score -1423169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1423172.750000 Penalty: 1935.853882
	Iteration 31Q: 3 clusters Score -1423173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1423180.250000 Penalty: 1935.853882
	Iteration 32Q: 3 clusters Score -1423180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1423180.375000 Penalty: 1935.853882
	Iteration 33Q: 3 clusters Score -1423180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1423185.625000 Penalty: 1935.853882
	Iteration 34Q: 3 clusters Score -1423186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1423184.875000 Penalty: 1935.853882
	Iteration 35Q: 3 clusters Score -1423185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1423193.750000 Penalty: 1935.853882
	Iteration 36Q: 3 clusters Score -1423194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1423197.250000 Penalty: 1935.853882
	Iteration 37Q: 3 clusters Score -1423197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1423203.625000 Penalty: 1935.853882
	Iteration 38Q: 3 clusters Score -1423204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1423202.500000 Penalty: 1935.853882
	Iteration 39Q: 3 clusters Score -1423202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1423209.375000 Penalty: 1935.853882
	Iteration 40F: 3 clusters Score -1423209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1423216.000000 Penalty: 1935.853882
	Iteration 41Q: 3 clusters Score -1423216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1423216.375000 Penalty: 1935.853882
	Iteration 42Q: 3 clusters Score -1423216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1423214.500000 Penalty: 1935.853882
	Iteration 43Q: 3 clusters Score -1423214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1423218.625000 Penalty: 1935.853882
	Iteration 44Q: 3 clusters Score -1423219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1423218.500000 Penalty: 1935.853882
	Iteration 45Q: 3 clusters Score -1423218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1423220.000000 Penalty: 1935.853882
	Iteration 46Q: 3 clusters Score -1423220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1423222.375000 Penalty: 1935.853882
	Iteration 47Q: 3 clusters Score -1423222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1423227.000000 Penalty: 1935.853882
	Iteration 48Q: 3 clusters Score -1423227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1423228.750000 Penalty: 1935.853882
	Iteration 49Q: 3 clusters Score -1423229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1423229.625000 Penalty: 1935.853882
	Iteration 50Q: 3 clusters Score -1423230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1423232.250000 Penalty: 1935.853882
	Iteration 51Q: 3 clusters Score -1423232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1423229.750000 Penalty: 1935.853882
	Iteration 52Q: 3 clusters Score -1423230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1423229.875000 Penalty: 1935.853882
	Iteration 53Q: 3 clusters Score -1423230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1423232.250000 Penalty: 1935.853882
	Iteration 54Q: 3 clusters Score -1423232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1423229.500000 Penalty: 1935.853882
	Iteration 55Q: 3 clusters Score -1423230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1423230.750000 Penalty: 1935.853882
	Iteration 56Q: 3 clusters Score -1423231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1423234.750000 Penalty: 1935.853882
	Iteration 57Q: 3 clusters Score -1423235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1423238.625000 Penalty: 1935.853882
	Iteration 58Q: 3 clusters Score -1423239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1423240.250000 Penalty: 1935.853882
	Iteration 59Q: 3 clusters Score -1423240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1423242.500000 Penalty: 1935.853882
	Iteration 60F: 3 clusters Score -1423242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1423242.375000 Penalty: 1935.853882
	Iteration 61Q: 3 clusters Score -1423242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1423245.000000 Penalty: 1935.853882
	Iteration 62Q: 3 clusters Score -1423245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1423251.750000 Penalty: 1935.853882
	Iteration 63Q: 3 clusters Score -1423252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1423253.000000 Penalty: 1935.853882
	Iteration 64Q: 3 clusters Score -1423253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1423262.875000 Penalty: 1935.853882
	Iteration 65Q: 3 clusters Score -1423263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1423262.000000 Penalty: 1935.853882
	Iteration 66Q: 3 clusters Score -1423262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1423262.125000 Penalty: 1935.853882
	Iteration 67Q: 3 clusters Score -1423262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1423258.375000 Penalty: 1935.853882
	Iteration 68Q: 3 clusters Score -1423258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1423264.000000 Penalty: 1935.853882
	Iteration 69Q: 3 clusters Score -1423264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1423268.625000 Penalty: 1935.853882
	Iteration 70Q: 3 clusters Score -1423269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1423267.500000 Penalty: 1935.853882
	Iteration 71Q: 3 clusters Score -1423268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1423274.000000 Penalty: 1935.853882
	Iteration 72Q: 3 clusters Score -1423274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1423280.250000 Penalty: 1935.853882
	Iteration 73Q: 3 clusters Score -1423280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1423280.000000 Penalty: 1935.853882
	Iteration 74Q: 3 clusters Score -1423280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1423287.125000 Penalty: 1935.853882
	Iteration 75Q: 3 clusters Score -1423287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1423292.125000 Penalty: 1935.853882
	Iteration 76Q: 3 clusters Score -1423292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1423298.625000 Penalty: 1935.853882
	Iteration 77Q: 3 clusters Score -1423299 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1423301.250000 Penalty: 1935.853882
	Iteration 78Q: 3 clusters Score -1423301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1423305.875000 Penalty: 1935.853882
	Iteration 79Q: 3 clusters Score -1423306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1423317.000000 Penalty: 1935.853882
	Iteration 80F: 3 clusters Score -1423317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1423323.875000 Penalty: 1935.853882
	Iteration 81Q: 3 clusters Score -1423324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1423336.000000 Penalty: 1935.853882
	Iteration 82Q: 3 clusters Score -1423336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1423349.375000 Penalty: 1935.853882
	Iteration 83Q: 3 clusters Score -1423349 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1423370.125000 Penalty: 1935.853882
	Iteration 84Q: 3 clusters Score -1423370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1423381.125000 Penalty: 1935.853882
	Iteration 85Q: 3 clusters Score -1423381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1423393.375000 Penalty: 1935.853882
	Iteration 86Q: 3 clusters Score -1423393 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1423411.625000 Penalty: 1935.853882
	Iteration 87Q: 3 clusters Score -1423412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1423422.625000 Penalty: 1935.853882
	Iteration 88Q: 3 clusters Score -1423423 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1423435.250000 Penalty: 1935.853882
	Iteration 89Q: 3 clusters Score -1423435 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1423451.125000 Penalty: 1935.853882
	Iteration 90Q: 3 clusters Score -1423451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1423460.375000 Penalty: 1935.853882
	Iteration 91Q: 3 clusters Score -1423460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1423465.375000 Penalty: 1935.853882
	Iteration 92Q: 3 clusters Score -1423465 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1423479.000000 Penalty: 1935.853882
	Iteration 93Q: 3 clusters Score -1423479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1423483.625000 Penalty: 1935.853882
	Iteration 94Q: 3 clusters Score -1423484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1423490.875000 Penalty: 1935.853882
	Iteration 95Q: 3 clusters Score -1423491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1423505.500000 Penalty: 1935.853882
	Iteration 96Q: 3 clusters Score -1423506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1423520.875000 Penalty: 1935.853882
	Iteration 97Q: 3 clusters Score -1423521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1423530.000000 Penalty: 1935.853882
	Iteration 98Q: 3 clusters Score -1423530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1423546.000000 Penalty: 1935.853882
	Iteration 99Q: 3 clusters Score -1423546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1423555.125000 Penalty: 1935.853882
	Iteration 100F: 3 clusters Score -1423555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1423569.875000 Penalty: 1935.853882
	Iteration 101Q: 3 clusters Score -1423570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1423579.625000 Penalty: 1935.853882
	Iteration 102Q: 3 clusters Score -1423580 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1423594 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1423602 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1423602.500000 Penalty: 1935.853882
	Iteration 105Q: 3 clusters Score -1423602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1423612.625000 Penalty: 1935.853882
	Iteration 106Q: 3 clusters Score -1423613 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1423622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1423626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1423632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1423636 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1423636 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1423647 nChanged 61
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Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1423655 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1423667 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1423681 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1423686 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1423692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1423701.000000 Penalty: 1935.853882
	Iteration 118Q: 3 clusters Score -1423701 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1423708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1423713.625000 Penalty: 1935.853882
	Iteration 120F: 3 clusters Score -1423714 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1423726 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1423739 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1423746 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1423755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1423768 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1423778 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1423792 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1423801.750000 Penalty: 1935.853882
	Iteration 128Q: 3 clusters Score -1423802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1423836 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1423864 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1423916.125000 Penalty: 1935.853882
	Iteration 131Q: 3 clusters Score -1423916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1423970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1424021.250000 Penalty: 1935.853882
	Iteration 133Q: 3 clusters Score -1424021 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1424047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1424074.375000 Penalty: 1935.853882
	Iteration 135Q: 3 clusters Score -1424074 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1424093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1424108 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1424118 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1424130 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1424137 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1424143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1424154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1424160.000000 Penalty: 1935.853882
	Iteration 143Q: 3 clusters Score -1424160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1424169.750000 Penalty: 1935.853882
	Iteration 144Q: 3 clusters Score -1424170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1424176.750000 Penalty: 1935.853882
	Iteration 145Q: 3 clusters Score -1424177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1424177.500000 Penalty: 1935.853882
	Iteration 146Q: 3 clusters Score -1424178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1424181.625000 Penalty: 1935.853882
	Iteration 147Q: 3 clusters Score -1424182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1424180.375000 Penalty: 1935.853882
	Iteration 148Q: 3 clusters Score -1424180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1424182.875000 Penalty: 1935.853882
	Iteration 149Q: 3 clusters Score -1424183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1424187.125000 Penalty: 1935.853882
	Iteration 150Q: 3 clusters Score -1424187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1424188.500000 Penalty: 1935.853882
	Iteration 151Q: 3 clusters Score -1424188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1424188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1424190.250000 Penalty: 1935.853882
	Iteration 153Q: 3 clusters Score -1424190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1424193.625000 Penalty: 1935.853882
	Iteration 154Q: 3 clusters Score -1424194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1424194.625000 Penalty: 1935.853882
	Iteration 155Q: 3 clusters Score -1424195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1424194.375000 Penalty: 1935.853882
	Iteration 156Q: 3 clusters Score -1424194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1424194.375000 Penalty: 1935.853882
	Iteration 157Q: 3 clusters Score -1424194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1424197.625000 Penalty: 1935.853882
	Iteration 158Q: 3 clusters Score -1424198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1424197.250000 Penalty: 1935.853882
	Iteration 159Q: 3 clusters Score -1424197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1424199.000000 Penalty: 1935.853882
	Iteration 160F: 3 clusters Score -1424199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1424199.875000 Penalty: 1935.853882
	Iteration 161Q: 3 clusters Score -1424200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1424199.625000 Penalty: 1935.853882
	Iteration 162Q: 3 clusters Score -1424200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1424197.750000 Penalty: 1935.853882
	Iteration 163Q: 3 clusters Score -1424198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1424200.750000 Penalty: 1935.853882
	Iteration 164Q: 3 clusters Score -1424201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1424200.000000 Penalty: 1935.853882
	Iteration 165Q: 3 clusters Score -1424200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1424201.125000 Penalty: 1935.853882
	Iteration 166Q: 3 clusters Score -1424201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1424201.625000 Penalty: 1935.853882
	Iteration 167Q: 3 clusters Score -1424202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1424203.250000 Penalty: 1935.853882
	Iteration 168Q: 3 clusters Score -1424203 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1424209.500000 Penalty: 1935.853882
	Iteration 169Q: 3 clusters Score -1424210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1424208.875000 Penalty: 1935.853882
	Iteration 170Q: 3 clusters Score -1424209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1424213.000000 Penalty: 1935.853882
	Iteration 171Q: 3 clusters Score -1424213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1424213.625000 Penalty: 1935.853882
	Iteration 172Q: 3 clusters Score -1424214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1424212.750000 Penalty: 1935.853882
	Iteration 173Q: 3 clusters Score -1424213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1424214.875000 Penalty: 1935.853882
	Iteration 174Q: 3 clusters Score -1424215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1424215.125000 Penalty: 1935.853882
	Iteration 175Q: 3 clusters Score -1424215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1424218.500000 Penalty: 1935.853882
	Iteration 176Q: 3 clusters Score -1424218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1424219.625000 Penalty: 1935.853882
	Iteration 177Q: 3 clusters Score -1424220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1424222.625000 Penalty: 1935.853882
	Iteration 178Q: 3 clusters Score -1424223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1424224.750000 Penalty: 1935.853882
	Iteration 179Q: 3 clusters Score -1424225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1424227.125000 Penalty: 1935.853882
	Iteration 180F: 3 clusters Score -1424227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1424229.625000 Penalty: 1935.853882
	Iteration 181Q: 3 clusters Score -1424230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1424227.750000 Penalty: 1935.853882
	Iteration 182Q: 3 clusters Score -1424228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1424228.750000 Penalty: 1935.853882
	Iteration 183Q: 3 clusters Score -1424229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1424231.750000 Penalty: 1935.853882
	Iteration 184Q: 3 clusters Score -1424232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1424230.750000 Penalty: 1935.853882
	Iteration 185Q: 3 clusters Score -1424231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1424234.750000 Penalty: 1935.853882
	Iteration 186Q: 3 clusters Score -1424235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1424233.750000 Penalty: 1935.853882
	Iteration 187Q: 3 clusters Score -1424234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1424233.625000 Penalty: 1935.853882
	Iteration 188Q: 3 clusters Score -1424234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1424232.500000 Penalty: 1935.853882
	Iteration 189Q: 3 clusters Score -1424232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1424235.875000 Penalty: 1935.853882
	Iteration 190Q: 3 clusters Score -1424236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1424236.000000 Penalty: 1935.853882
	Iteration 191Q: 3 clusters Score -1424236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1424235.625000 Penalty: 1935.853882
	Iteration 192Q: 3 clusters Score -1424236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1424235.625000 Penalty: 1935.853882
	Iteration 193F: 3 clusters Score -1424236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Entering Unmasked Estep 
Score: -921898.000000 Penalty: 921.513916
	Iteration 0F: 2 clusters Score -921898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -910910.375000 Penalty: 1843.027832
	Iteration 0F: 3 clusters Score -910910.4 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -916185.375000 Penalty: 1843.027832
	Iteration 1F: 3 clusters Score -916185.4 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -917975.062500 Penalty: 1843.027832
	Iteration 2F: 3 clusters Score -917975.1 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -919781.625000 Penalty: 1843.027832
	Iteration 3F: 3 clusters Score -919781.6 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -920887.187500 Penalty: 1843.027832
	Iteration 4F: 3 clusters Score -920887.2 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -921365.875000 Penalty: 1843.027832
	Iteration 5F: 3 clusters Score -921365.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -921560.437500 Penalty: 1843.027832
	Iteration 6Q: 3 clusters Score -921560.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -921642.187500 Penalty: 1843.027832
	Iteration 7Q: 3 clusters Score -921642.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -921695.250000 Penalty: 1843.027832
	Iteration 8Q: 3 clusters Score -921695.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -921739.375000 Penalty: 1843.027832
	Iteration 9Q: 3 clusters Score -921739.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -921773.187500 Penalty: 1843.027832
	Iteration 10Q: 3 clusters Score -921773.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -921796.312500 Penalty: 1843.027832
	Iteration 11Q: 3 clusters Score -921796.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -921823.187500 Penalty: 1843.027832
	Iteration 12Q: 3 clusters Score -921823.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -921840.375000 Penalty: 1843.027832
	Iteration 13Q: 3 clusters Score -921840.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -921860.812500 Penalty: 1843.027832
	Iteration 14Q: 3 clusters Score -921860.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -921880.000000 Penalty: 1843.027832
	Iteration 15Q: 3 clusters Score -921880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -921902.062500 Penalty: 1843.027832
	Iteration 16Q: 3 clusters Score -921902.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -921909.375000 Penalty: 1843.027832
	Iteration 17Q: 3 clusters Score -921909.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -921921.062500 Penalty: 1843.027832
	Iteration 18Q: 3 clusters Score -921921.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -921928.062500 Penalty: 1843.027832
	Iteration 19Q: 3 clusters Score -921928.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -921933.000000 Penalty: 1843.027832
	Iteration 20F: 3 clusters Score -921933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -921940.500000 Penalty: 1843.027832
	Iteration 21Q: 3 clusters Score -921940.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -921943.937500 Penalty: 1843.027832
	Iteration 22Q: 3 clusters Score -921943.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -921947.312500 Penalty: 1843.027832
	Iteration 23Q: 3 clusters Score -921947.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -921950.000000 Penalty: 1843.027832
	Iteration 24Q: 3 clusters Score -921950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -921950.000000 Penalty: 1843.027832
	Iteration 25Q: 3 clusters Score -921950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -921951.937500 Penalty: 1843.027832
	Iteration 26Q: 3 clusters Score -921951.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -921955.937500 Penalty: 1843.027832
	Iteration 27Q: 3 clusters Score -921955.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -921956.562500 Penalty: 1843.027832
	Iteration 28Q: 3 clusters Score -921956.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -921956.750000 Penalty: 1843.027832
	Iteration 29Q: 3 clusters Score -921956.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -921957.687500 Penalty: 1843.027832
	Iteration 30Q: 3 clusters Score -921957.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -921958.875000 Penalty: 1843.027832
	Iteration 31Q: 3 clusters Score -921958.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -921960.812500 Penalty: 1843.027832
	Iteration 32Q: 3 clusters Score -921960.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -921966.750000 Penalty: 1843.027832
	Iteration 33Q: 3 clusters Score -921966.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -921965.937500 Penalty: 1843.027832
	Iteration 34Q: 3 clusters Score -921965.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -921969.750000 Penalty: 1843.027832
	Iteration 35Q: 3 clusters Score -921969.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -921969.437500 Penalty: 1843.027832
	Iteration 36Q: 3 clusters Score -921969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -921972.562500 Penalty: 1843.027832
	Iteration 37Q: 3 clusters Score -921972.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -921977.812500 Penalty: 1843.027832
	Iteration 38Q: 3 clusters Score -921977.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -921976.125000 Penalty: 1843.027832
	Iteration 39Q: 3 clusters Score -921976.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -921974.750000 Penalty: 1843.027832
	Iteration 40F: 3 clusters Score -921974.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -921974.750000 Penalty: 1843.027832
	Iteration 41Q: 3 clusters Score -921974.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -921976.000000 Penalty: 1843.027832
	Iteration 42Q: 3 clusters Score -921976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -921980.750000 Penalty: 1843.027832
	Iteration 43Q: 3 clusters Score -921980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -921982.875000 Penalty: 1843.027832
	Iteration 44Q: 3 clusters Score -921982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -921985.250000 Penalty: 1843.027832
	Iteration 45Q: 3 clusters Score -921985.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -921981.687500 Penalty: 1843.027832
	Iteration 46Q: 3 clusters Score -921981.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -921984.750000 Penalty: 1843.027832
	Iteration 47Q: 3 clusters Score -921984.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -921986.312500 Penalty: 1843.027832
	Iteration 48Q: 3 clusters Score -921986.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -921987.250000 Penalty: 1843.027832
	Iteration 49Q: 3 clusters Score -921987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -921984.812500 Penalty: 1843.027832
	Iteration 50Q: 3 clusters Score -921984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -921985.625000 Penalty: 1843.027832
	Iteration 51Q: 3 clusters Score -921985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -921988.062500 Penalty: 1843.027832
	Iteration 52Q: 3 clusters Score -921988.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -921987.187500 Penalty: 1843.027832
	Iteration 53Q: 3 clusters Score -921987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -921989.500000 Penalty: 1843.027832
	Iteration 54Q: 3 clusters Score -921989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -921988.875000 Penalty: 1843.027832
	Iteration 55Q: 3 clusters Score -921988.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -921992.500000 Penalty: 1843.027832
	Iteration 56Q: 3 clusters Score -921992.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -921993.687500 Penalty: 1843.027832
	Iteration 57Q: 3 clusters Score -921993.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -921992.875000 Penalty: 1843.027832
	Iteration 58Q: 3 clusters Score -921992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -921992.875000 Penalty: 1843.027832
	Iteration 59Q: 3 clusters Score -921992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -921994.437500 Penalty: 1843.027832
	Iteration 60F: 3 clusters Score -921994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -921995.062500 Penalty: 1843.027832
	Iteration 61Q: 3 clusters Score -921995.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -921994.812500 Penalty: 1843.027832
	Iteration 62Q: 3 clusters Score -921994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -921992.250000 Penalty: 1843.027832
	Iteration 63Q: 3 clusters Score -921992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -921995.187500 Penalty: 1843.027832
	Iteration 64Q: 3 clusters Score -921995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -921994.937500 Penalty: 1843.027832
	Iteration 65Q: 3 clusters Score -921994.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -921995.125000 Penalty: 1843.027832
	Iteration 66Q: 3 clusters Score -921995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -921995.812500 Penalty: 1843.027832
	Iteration 67Q: 3 clusters Score -921995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -921995.500000 Penalty: 1843.027832
	Iteration 68Q: 3 clusters Score -921995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -921996.500000 Penalty: 1843.027832
	Iteration 69Q: 3 clusters Score -921996.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -921997.562500 Penalty: 1843.027832
	Iteration 70Q: 3 clusters Score -921997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -921999.187500 Penalty: 1843.027832
	Iteration 71Q: 3 clusters Score -921999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -921999.187500 Penalty: 1843.027832
	Iteration 72F: 3 clusters Score -921999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 52922 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 6 contains 13289 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 82806 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 121677 members 
Mstep: Class 12 contains 77195 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 2537 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 14521 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 227169 members 
Mstep: Class 20 contains 36760 members 
Mstep: Class 21 contains 10315 members 
Mstep: Class 22 contains 6642 members 
Mstep: Class 23 contains 21122 members 
Mstep: Class 24 contains 1799 members 
Entering Unmasked Estep 
Score: -38607400.000000 Penalty: 30804.640625
Splitting cluster 17 changes total score from -38602764.000000 to -38607400.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -249487.203125 Penalty: 801.541931
	Iteration 0F: 2 clusters Score -249487.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -246148.906250 Penalty: 1603.083862
	Iteration 0F: 3 clusters Score -246148.9 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -247422.125000 Penalty: 1603.083862
	Iteration 1F: 3 clusters Score -247422.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -247734.703125 Penalty: 1603.083862
	Iteration 2F: 3 clusters Score -247734.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -247935.250000 Penalty: 1603.083862
	Iteration 3F: 3 clusters Score -247935.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -248072.093750 Penalty: 1603.083862
	Iteration 4F: 3 clusters Score -248072.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -248174.671875 Penalty: 1603.083862
	Iteration 5Q: 3 clusters Score -248174.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -248265.843750 Penalty: 1603.083862
	Iteration 6Q: 3 clusters Score -248265.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -248368.265625 Penalty: 1603.083862
	Iteration 7Q: 3 clusters Score -248368.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -248457.859375 Penalty: 1603.083862
	Iteration 8Q: 3 clusters Score -248457.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -248538.218750 Penalty: 1603.083862
	Iteration 9Q: 3 clusters Score -248538.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -248607.031250 Penalty: 1603.083862
	Iteration 10Q: 3 clusters Score -248607 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -248650.421875 Penalty: 1603.083862
	Iteration 11Q: 3 clusters Score -248650.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -248671.593750 Penalty: 1603.083862
	Iteration 12Q: 3 clusters Score -248671.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -248686.734375 Penalty: 1603.083862
	Iteration 13Q: 3 clusters Score -248686.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -248693.343750 Penalty: 1603.083862
	Iteration 14Q: 3 clusters Score -248693.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -248699.406250 Penalty: 1603.083862
	Iteration 15Q: 3 clusters Score -248699.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -248702.859375 Penalty: 1603.083862
	Iteration 16Q: 3 clusters Score -248702.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -248707.656250 Penalty: 1603.083862
	Iteration 17Q: 3 clusters Score -248707.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -248711.125000 Penalty: 1603.083862
	Iteration 18Q: 3 clusters Score -248711.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -248712.015625 Penalty: 1603.083862
	Iteration 19Q: 3 clusters Score -248712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -248712.593750 Penalty: 1603.083862
	Iteration 20F: 3 clusters Score -248712.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -248713.640625 Penalty: 1603.083862
	Iteration 21Q: 3 clusters Score -248713.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -248715.000000 Penalty: 1603.083862
	Iteration 22Q: 3 clusters Score -248715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -248716.328125 Penalty: 1603.083862
	Iteration 23Q: 3 clusters Score -248716.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -248717.843750 Penalty: 1603.083862
	Iteration 24Q: 3 clusters Score -248717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -248718.890625 Penalty: 1603.083862
	Iteration 25Q: 3 clusters Score -248718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -248721.046875 Penalty: 1603.083862
	Iteration 26Q: 3 clusters Score -248721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -248722.437500 Penalty: 1603.083862
	Iteration 27Q: 3 clusters Score -248722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -248723.812500 Penalty: 1603.083862
	Iteration 28Q: 3 clusters Score -248723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -248724.031250 Penalty: 1603.083862
	Iteration 29Q: 3 clusters Score -248724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -248724.734375 Penalty: 1603.083862
	Iteration 30Q: 3 clusters Score -248724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -248726.171875 Penalty: 1603.083862
	Iteration 31Q: 3 clusters Score -248726.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -248727.546875 Penalty: 1603.083862
	Iteration 32Q: 3 clusters Score -248727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -248727.921875 Penalty: 1603.083862
	Iteration 33Q: 3 clusters Score -248727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -248729.375000 Penalty: 1603.083862
	Iteration 34Q: 3 clusters Score -248729.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -248730.406250 Penalty: 1603.083862
	Iteration 35Q: 3 clusters Score -248730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -248731.937500 Penalty: 1603.083862
	Iteration 36Q: 3 clusters Score -248731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -248732.968750 Penalty: 1603.083862
	Iteration 37Q: 3 clusters Score -248733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -248733.218750 Penalty: 1603.083862
	Iteration 38Q: 3 clusters Score -248733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -248734.921875 Penalty: 1603.083862
	Iteration 39Q: 3 clusters Score -248734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -248735.687500 Penalty: 1603.083862
	Iteration 40F: 3 clusters Score -248735.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -248737.250000 Penalty: 1603.083862
	Iteration 41Q: 3 clusters Score -248737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -248737.906250 Penalty: 1603.083862
	Iteration 42Q: 3 clusters Score -248737.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -248739.125000 Penalty: 1603.083862
	Iteration 43Q: 3 clusters Score -248739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -248739.859375 Penalty: 1603.083862
	Iteration 44Q: 3 clusters Score -248739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -248741.156250 Penalty: 1603.083862
	Iteration 45Q: 3 clusters Score -248741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -248742.343750 Penalty: 1603.083862
	Iteration 46Q: 3 clusters Score -248742.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -248742.531250 Penalty: 1603.083862
	Iteration 47Q: 3 clusters Score -248742.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -248744.281250 Penalty: 1603.083862
	Iteration 48Q: 3 clusters Score -248744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -248745.281250 Penalty: 1603.083862
	Iteration 49Q: 3 clusters Score -248745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -248745.156250 Penalty: 1603.083862
	Iteration 50Q: 3 clusters Score -248745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -248745.187500 Penalty: 1603.083862
	Iteration 51Q: 3 clusters Score -248745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -248745.187500 Penalty: 1603.083862
	Iteration 52F: 3 clusters Score -248745.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (227169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227169 members 
Entering Unmasked Estep 
Score: -12293389.000000 Penalty: 1171.677734
	Iteration 0F: 2 clusters Score -1.229339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113390 members 
Mstep: Class 2 contains 113779 members 
Entering Unmasked Estep 
Score: -12140884.000000 Penalty: 2343.355469
	Iteration 0F: 3 clusters Score -1.214088e+07 nChanged 111127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103385 members 
Mstep: Class 2 contains 123784 members 
Entering Unmasked Estep 
Score: -12208552.000000 Penalty: 2343.355469
	Iteration 1F: 3 clusters Score -1.220855e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -12212048.000000 Penalty: 2343.355469
	Iteration 2Q: 3 clusters Score -1.221205e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 141285 members 
Entering Unmasked Estep 
Score: -12218256.000000 Penalty: 2343.355469
	Iteration 3F: 3 clusters Score -1.221826e+07 nChanged 16480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 156047 members 
Entering Unmasked Estep 
Score: -12229231.000000 Penalty: 2343.355469
	Iteration 4F: 3 clusters Score -1.222923e+07 nChanged 19432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 174301 members 
Entering Unmasked Estep 
Score: -12244932.000000 Penalty: 2343.355469
	Iteration 5F: 3 clusters Score -1.224493e+07 nChanged 19286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 192841 members 
Entering Unmasked Estep 
Score: -12262382.000000 Penalty: 2343.355469
	Iteration 6F: 3 clusters Score -1.226238e+07 nChanged 15137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 207720 members 
Entering Unmasked Estep 
Score: -12276028.000000 Penalty: 2343.355469
	Iteration 7F: 3 clusters Score -1.227603e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 217278 members 
Entering Unmasked Estep 
Score: -12284526.000000 Penalty: 2343.355469
	Iteration 8Q: 3 clusters Score -1.228453e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 222530 members 
Entering Unmasked Estep 
Score: -12288954.000000 Penalty: 2343.355469
	Iteration 9Q: 3 clusters Score -1.228895e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 224912 members 
Entering Unmasked Estep 
Score: -12290885.000000 Penalty: 2343.355469
	Iteration 10Q: 3 clusters Score -1.229088e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 225968 members 
Entering Unmasked Estep 
Score: -12291747.000000 Penalty: 2343.355469
	Iteration 11Q: 3 clusters Score -1.229175e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 226381 members 
Entering Unmasked Estep 
Score: -12292028.000000 Penalty: 2343.355469
	Iteration 12Q: 3 clusters Score -1.229203e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 226570 members 
Entering Unmasked Estep 
Score: -12292198.000000 Penalty: 2343.355469
	Iteration 13Q: 3 clusters Score -1.22922e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 226652 members 
Entering Unmasked Estep 
Score: -12292261.000000 Penalty: 2343.355469
	Iteration 14Q: 3 clusters Score -1.229226e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 226699 members 
Entering Unmasked Estep 
Score: -12292338.000000 Penalty: 2343.355469
	Iteration 15Q: 3 clusters Score -1.229234e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 226733 members 
Entering Unmasked Estep 
Score: -12292394.000000 Penalty: 2343.355469
	Iteration 16Q: 3 clusters Score -1.229239e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 226752 members 
Entering Unmasked Estep 
Score: -12292441.000000 Penalty: 2343.355469
	Iteration 17Q: 3 clusters Score -1.229244e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 226748 members 
Entering Unmasked Estep 
Score: -12292473.000000 Penalty: 2343.355469
	Iteration 18Q: 3 clusters Score -1.229247e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 226735 members 
Entering Unmasked Estep 
Score: -12292508.000000 Penalty: 2343.355469
	Iteration 19Q: 3 clusters Score -1.229251e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 226720 members 
Entering Unmasked Estep 
Score: -12292544.000000 Penalty: 2343.355469
	Iteration 20F: 3 clusters Score -1.229254e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 226712 members 
Entering Unmasked Estep 
Score: -12292566.000000 Penalty: 2343.355469
	Iteration 21Q: 3 clusters Score -1.229257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 226695 members 
Entering Unmasked Estep 
Score: -12292574.000000 Penalty: 2343.355469
	Iteration 22Q: 3 clusters Score -1.229257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 226688 members 
Entering Unmasked Estep 
Score: -12292587.000000 Penalty: 2343.355469
	Iteration 23Q: 3 clusters Score -1.229259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226682 members 
Entering Unmasked Estep 
Score: -12292597.000000 Penalty: 2343.355469
	Iteration 24Q: 3 clusters Score -1.22926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 226677 members 
Entering Unmasked Estep 
Score: -12292598.000000 Penalty: 2343.355469
	Iteration 25Q: 3 clusters Score -1.22926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 226676 members 
Entering Unmasked Estep 
Score: -12292605.000000 Penalty: 2343.355469
	Iteration 26Q: 3 clusters Score -1.22926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 226679 members 
Entering Unmasked Estep 
Score: -12292596.000000 Penalty: 2343.355469
	Iteration 27Q: 3 clusters Score -1.22926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 226679 members 
Entering Unmasked Estep 
Score: -12292604.000000 Penalty: 2343.355469
	Iteration 28Q: 3 clusters Score -1.22926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 226681 members 
Entering Unmasked Estep 
Score: -12292595.000000 Penalty: 2343.355469
	Iteration 29Q: 3 clusters Score -1.22926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 226680 members 
Entering Unmasked Estep 
Score: -12292614.000000 Penalty: 2343.355469
	Iteration 30Q: 3 clusters Score -1.229261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 226677 members 
Entering Unmasked Estep 
Score: -12292598.000000 Penalty: 2343.355469
	Iteration 31Q: 3 clusters Score -1.22926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 226676 members 
Entering Unmasked Estep 
Score: -12292600.000000 Penalty: 2343.355469
	Iteration 32Q: 3 clusters Score -1.22926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 226673 members 
Entering Unmasked Estep 
Score: -12292606.000000 Penalty: 2343.355469
	Iteration 33Q: 3 clusters Score -1.229261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 226670 members 
Entering Unmasked Estep 
Score: -12292602.000000 Penalty: 2343.355469
	Iteration 34Q: 3 clusters Score -1.22926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 226669 members 
Entering Unmasked Estep 
Score: -12292606.000000 Penalty: 2343.355469
	Iteration 35Q: 3 clusters Score -1.229261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 226667 members 
Entering Unmasked Estep 
Score: -12292604.000000 Penalty: 2343.355469
	Iteration 36Q: 3 clusters Score -1.22926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 226668 members 
Entering Unmasked Estep 
Score: -12292606.000000 Penalty: 2343.355469
	Iteration 37Q: 3 clusters Score -1.229261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 226672 members 
Entering Unmasked Estep 
Score: -12292598.000000 Penalty: 2343.355469
	Iteration 38Q: 3 clusters Score -1.22926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 226673 members 
Entering Unmasked Estep 
Score: -12292600.000000 Penalty: 2343.355469
	Iteration 39Q: 3 clusters Score -1.22926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 226674 members 
Entering Unmasked Estep 
Score: -12292602.000000 Penalty: 2343.355469
	Iteration 40F: 3 clusters Score -1.22926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Entering Unmasked Estep 
Score: -2101823.000000 Penalty: 998.655762
	Iteration 0F: 2 clusters Score -2101823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2077387.000000 Penalty: 1997.311523
	Iteration 0F: 3 clusters Score -2077387 nChanged 17393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2087541.000000 Penalty: 1997.311523
	Iteration 1F: 3 clusters Score -2087541 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2088344.125000 Penalty: 1997.311523
	Iteration 2Q: 3 clusters Score -2088344 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2089486.000000 Penalty: 1997.311523
	Iteration 3F: 3 clusters Score -2089486 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2091033.250000 Penalty: 1997.311523
	Iteration 4F: 3 clusters Score -2091033 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2093052.500000 Penalty: 1997.311523
	Iteration 5F: 3 clusters Score -2093052 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -2095362.750000 Penalty: 1997.311523
	Iteration 6F: 3 clusters Score -2095363 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -2097445.250000 Penalty: 1997.311523
	Iteration 7F: 3 clusters Score -2097445 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -2098868.500000 Penalty: 1997.311523
	Iteration 8Q: 3 clusters Score -2098868 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -2099724.000000 Penalty: 1997.311523
	Iteration 9Q: 3 clusters Score -2099724 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -2100250.000000 Penalty: 1997.311523
	Iteration 10Q: 3 clusters Score -2100250 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -2100560.250000 Penalty: 1997.311523
	Iteration 11Q: 3 clusters Score -2100560 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -2100709.250000 Penalty: 1997.311523
	Iteration 12Q: 3 clusters Score -2100709 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -2100804.500000 Penalty: 1997.311523
	Iteration 13Q: 3 clusters Score -2100804 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -2100881.000000 Penalty: 1997.311523
	Iteration 14Q: 3 clusters Score -2100881 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -2100925.250000 Penalty: 1997.311523
	Iteration 15Q: 3 clusters Score -2100925 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -2100956.750000 Penalty: 1997.311523
	Iteration 16Q: 3 clusters Score -2100957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -2100982.000000 Penalty: 1997.311523
	Iteration 17Q: 3 clusters Score -2100982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -2100995.000000 Penalty: 1997.311523
	Iteration 18Q: 3 clusters Score -2100995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -2100999.500000 Penalty: 1997.311523
	Iteration 19Q: 3 clusters Score -2101000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -2101018.750000 Penalty: 1997.311523
	Iteration 20F: 3 clusters Score -2101019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -2101032.750000 Penalty: 1997.311523
	Iteration 21Q: 3 clusters Score -2101033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -2101044.250000 Penalty: 1997.311523
	Iteration 22Q: 3 clusters Score -2101044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -2101050.000000 Penalty: 1997.311523
	Iteration 23Q: 3 clusters Score -2101050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -2101056.250000 Penalty: 1997.311523
	Iteration 24Q: 3 clusters Score -2101056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -2101064.250000 Penalty: 1997.311523
	Iteration 25Q: 3 clusters Score -2101064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -2101062.250000 Penalty: 1997.311523
	Iteration 26Q: 3 clusters Score -2101062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -2101063.750000 Penalty: 1997.311523
	Iteration 27Q: 3 clusters Score -2101064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -2101064.750000 Penalty: 1997.311523
	Iteration 28Q: 3 clusters Score -2101065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -2101069.250000 Penalty: 1997.311523
	Iteration 29Q: 3 clusters Score -2101069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -2101079.000000 Penalty: 1997.311523
	Iteration 30Q: 3 clusters Score -2101079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -2101099.000000 Penalty: 1997.311523
	Iteration 31Q: 3 clusters Score -2101099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -2101128.750000 Penalty: 1997.311523
	Iteration 32Q: 3 clusters Score -2101129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -2101161.250000 Penalty: 1997.311523
	Iteration 33Q: 3 clusters Score -2101161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -2101173.500000 Penalty: 1997.311523
	Iteration 34Q: 3 clusters Score -2101174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -2101184.500000 Penalty: 1997.311523
	Iteration 35Q: 3 clusters Score -2101184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -2101196.750000 Penalty: 1997.311523
	Iteration 36Q: 3 clusters Score -2101197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -2101209.250000 Penalty: 1997.311523
	Iteration 37Q: 3 clusters Score -2101209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -2101222.500000 Penalty: 1997.311523
	Iteration 38Q: 3 clusters Score -2101222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -2101233.250000 Penalty: 1997.311523
	Iteration 39Q: 3 clusters Score -2101233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -2101236.750000 Penalty: 1997.311523
	Iteration 40F: 3 clusters Score -2101237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -2101235.750000 Penalty: 1997.311523
	Iteration 41Q: 3 clusters Score -2101236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -2101237.000000 Penalty: 1997.311523
	Iteration 42Q: 3 clusters Score -2101237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -2101237.000000 Penalty: 1997.311523
	Iteration 43F: 3 clusters Score -2101237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 3 contains 52922 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 11151 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 82806 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 11 contains 121677 members 
Mstep: Class 12 contains 77195 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 2537 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 14521 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 227169 members 
Mstep: Class 20 contains 36760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609712.000000 Penalty: 30804.640625
Iteration 39Q: 25 clusters Score -3.860971e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1697 members 
Mstep: Class 3 contains 50440 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 11409 members 
Mstep: Class 6 contains 13308 members 
Mstep: Class 7 contains 6904 members 
Mstep: Class 8 contains 81626 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 122031 members 
Mstep: Class 12 contains 77190 members 
Mstep: Class 13 contains 1587 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 26851 members 
Mstep: Class 17 contains 14480 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 19 contains 230797 members 
Mstep: Class 20 contains 36554 members 
Mstep: Class 21 contains 10155 members 
Mstep: Class 22 contains 6459 members 
Mstep: Class 23 contains 20467 members 
Mstep: Class 24 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38613308.000000 Penalty: 30804.640625
Iteration 40F: 25 clusters Score -3.861331e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 48257 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 11327 members 
Mstep: Class 6 contains 13349 members 
Mstep: Class 7 contains 6818 members 
Mstep: Class 8 contains 80318 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 121682 members 
Mstep: Class 12 contains 76949 members 
Mstep: Class 13 contains 1601 members 
Mstep: Class 14 contains 2615 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 26798 members 
Mstep: Class 17 contains 14438 members 
Mstep: Class 18 contains 4626 members 
Mstep: Class 19 contains 233561 members 
Mstep: Class 20 contains 36340 members 
Mstep: Class 21 contains 10762 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 20866 members 
Mstep: Class 24 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615160.000000 Penalty: 30804.640625
Iteration 41Q: 25 clusters Score -3.861516e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 46207 members 
Mstep: Class 4 contains 8075 members 
Mstep: Class 5 contains 11333 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 6729 members 
Mstep: Class 8 contains 78838 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 4066 members 
Mstep: Class 11 contains 121650 members 
Mstep: Class 12 contains 76717 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 26737 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 4603 members 
Mstep: Class 19 contains 236407 members 
Mstep: Class 20 contains 36182 members 
Mstep: Class 21 contains 11131 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 21228 members 
Mstep: Class 24 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616116.000000 Penalty: 30804.640625
Iteration 42Q: 25 clusters Score -3.861612e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2375 members 
Mstep: Class 3 contains 44339 members 
Mstep: Class 4 contains 8093 members 
Mstep: Class 5 contains 11394 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 6681 members 
Mstep: Class 8 contains 77239 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 11 contains 121755 members 
Mstep: Class 12 contains 76489 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 2700 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 26691 members 
Mstep: Class 17 contains 14397 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 239246 members 
Mstep: Class 20 contains 36039 members 
Mstep: Class 21 contains 11366 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 21520 members 
Mstep: Class 24 contains 2324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617128.000000 Penalty: 30804.640625
Iteration 43Q: 25 clusters Score -3.861713e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 42607 members 
Mstep: Class 4 contains 8073 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 13276 members 
Mstep: Class 7 contains 6630 members 
Mstep: Class 8 contains 75614 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 121905 members 
Mstep: Class 12 contains 76316 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 26649 members 
Mstep: Class 17 contains 14385 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 242019 members 
Mstep: Class 20 contains 35918 members 
Mstep: Class 21 contains 11508 members 
Mstep: Class 22 contains 6574 members 
Mstep: Class 23 contains 21751 members 
Mstep: Class 24 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617988.000000 Penalty: 30804.640625
Iteration 44Q: 25 clusters Score -3.861799e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2762 members 
Mstep: Class 3 contains 41085 members 
Mstep: Class 4 contains 8029 members 
Mstep: Class 5 contains 11609 members 
Mstep: Class 6 contains 13300 members 
Mstep: Class 7 contains 6585 members 
Mstep: Class 8 contains 73916 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 122077 members 
Mstep: Class 12 contains 76179 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 2787 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 26621 members 
Mstep: Class 17 contains 14374 members 
Mstep: Class 18 contains 4523 members 
Mstep: Class 19 contains 244703 members 
Mstep: Class 20 contains 35791 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 21933 members 
Mstep: Class 24 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618572.000000 Penalty: 30804.640625
Iteration 45Q: 25 clusters Score -3.861857e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 39672 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 11713 members 
Mstep: Class 6 contains 13350 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 72237 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 4260 members 
Mstep: Class 11 contains 122273 members 
Mstep: Class 12 contains 76046 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 26600 members 
Mstep: Class 17 contains 14359 members 
Mstep: Class 18 contains 4510 members 
Mstep: Class 19 contains 247266 members 
Mstep: Class 20 contains 35671 members 
Mstep: Class 21 contains 11706 members 
Mstep: Class 22 contains 6484 members 
Mstep: Class 23 contains 22103 members 
Mstep: Class 24 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619096.000000 Penalty: 30804.640625
Iteration 46Q: 25 clusters Score -3.86191e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3044 members 
Mstep: Class 3 contains 38440 members 
Mstep: Class 4 contains 7893 members 
Mstep: Class 5 contains 11802 members 
Mstep: Class 6 contains 13386 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 70593 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 122494 members 
Mstep: Class 12 contains 75934 members 
Mstep: Class 13 contains 1942 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 26584 members 
Mstep: Class 17 contains 14352 members 
Mstep: Class 18 contains 4499 members 
Mstep: Class 19 contains 249580 members 
Mstep: Class 20 contains 35575 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 22 contains 6450 members 
Mstep: Class 23 contains 22303 members 
Mstep: Class 24 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619552.000000 Penalty: 30804.640625
Iteration 47Q: 25 clusters Score -3.861955e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 37324 members 
Mstep: Class 4 contains 7837 members 
Mstep: Class 5 contains 11857 members 
Mstep: Class 6 contains 13445 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 69006 members 
Mstep: Class 9 contains 1548 members 
Mstep: Class 10 contains 4304 members 
Mstep: Class 11 contains 122680 members 
Mstep: Class 12 contains 75839 members 
Mstep: Class 13 contains 1998 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 1433 members 
Mstep: Class 16 contains 26567 members 
Mstep: Class 17 contains 14347 members 
Mstep: Class 18 contains 4483 members 
Mstep: Class 19 contains 251726 members 
Mstep: Class 20 contains 35490 members 
Mstep: Class 21 contains 11863 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 22483 members 
Mstep: Class 24 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620036.000000 Penalty: 30804.640625
Iteration 48Q: 25 clusters Score -3.862004e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 36231 members 
Mstep: Class 4 contains 7803 members 
Mstep: Class 5 contains 11918 members 
Mstep: Class 6 contains 13503 members 
Mstep: Class 7 contains 6442 members 
Mstep: Class 8 contains 67420 members 
Mstep: Class 9 contains 1543 members 
Mstep: Class 10 contains 4331 members 
Mstep: Class 11 contains 122895 members 
Mstep: Class 12 contains 75742 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 26562 members 
Mstep: Class 17 contains 14351 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 253807 members 
Mstep: Class 20 contains 35420 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 6405 members 
Mstep: Class 23 contains 22661 members 
Mstep: Class 24 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620308.000000 Penalty: 30804.640625
Iteration 49Q: 25 clusters Score -3.862031e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 3 contains 35172 members 
Mstep: Class 4 contains 7776 members 
Mstep: Class 5 contains 12004 members 
Mstep: Class 6 contains 13582 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 8 contains 65890 members 
Mstep: Class 9 contains 1543 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 123092 members 
Mstep: Class 12 contains 75688 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 2888 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 26540 members 
Mstep: Class 17 contains 14350 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 255792 members 
Mstep: Class 20 contains 35357 members 
Mstep: Class 21 contains 11990 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 22843 members 
Mstep: Class 24 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620720.000000 Penalty: 30804.640625
Iteration 50Q: 25 clusters Score -3.862072e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 34121 members 
Mstep: Class 4 contains 7774 members 
Mstep: Class 5 contains 12082 members 
Mstep: Class 6 contains 13665 members 
Mstep: Class 7 contains 6380 members 
Mstep: Class 8 contains 64476 members 
Mstep: Class 9 contains 1544 members 
Mstep: Class 10 contains 4367 members 
Mstep: Class 11 contains 123330 members 
Mstep: Class 12 contains 75634 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 26507 members 
Mstep: Class 17 contains 14350 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 257640 members 
Mstep: Class 20 contains 35295 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 6345 members 
Mstep: Class 23 contains 23041 members 
Mstep: Class 24 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621160.000000 Penalty: 30804.640625
Iteration 51Q: 25 clusters Score -3.862116e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3449 members 
Mstep: Class 3 contains 33169 members 
Mstep: Class 4 contains 7760 members 
Mstep: Class 5 contains 12161 members 
Mstep: Class 6 contains 13766 members 
Mstep: Class 7 contains 6357 members 
Mstep: Class 8 contains 63089 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 123557 members 
Mstep: Class 12 contains 75602 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 1525 members 
Mstep: Class 16 contains 26472 members 
Mstep: Class 17 contains 14347 members 
Mstep: Class 18 contains 4446 members 
Mstep: Class 19 contains 259378 members 
Mstep: Class 20 contains 35240 members 
Mstep: Class 21 contains 12045 members 
Mstep: Class 22 contains 6320 members 
Mstep: Class 23 contains 23198 members 
Mstep: Class 24 contains 2581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621436.000000 Penalty: 30804.640625
Iteration 52Q: 25 clusters Score -3.862144e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 32306 members 
Mstep: Class 4 contains 7732 members 
Mstep: Class 5 contains 12213 members 
Mstep: Class 6 contains 13869 members 
Mstep: Class 7 contains 6330 members 
Mstep: Class 8 contains 61750 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 123730 members 
Mstep: Class 12 contains 75573 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 2933 members 
Mstep: Class 15 contains 1536 members 
Mstep: Class 16 contains 26453 members 
Mstep: Class 17 contains 14345 members 
Mstep: Class 18 contains 4440 members 
Mstep: Class 19 contains 261109 members 
Mstep: Class 20 contains 35183 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 23325 members 
Mstep: Class 24 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621784.000000 Penalty: 30804.640625
Iteration 53Q: 25 clusters Score -3.862178e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3562 members 
Mstep: Class 3 contains 31466 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 12295 members 
Mstep: Class 6 contains 14002 members 
Mstep: Class 7 contains 6305 members 
Mstep: Class 8 contains 60481 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 123915 members 
Mstep: Class 12 contains 75543 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 2949 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 26423 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 262724 members 
Mstep: Class 20 contains 35147 members 
Mstep: Class 21 contains 12100 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 23458 members 
Mstep: Class 24 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622068.000000 Penalty: 30804.640625
Iteration 54Q: 25 clusters Score -3.862207e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3605 members 
Mstep: Class 3 contains 30676 members 
Mstep: Class 4 contains 7635 members 
Mstep: Class 5 contains 12362 members 
Mstep: Class 6 contains 14123 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 8 contains 59298 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 124103 members 
Mstep: Class 12 contains 75511 members 
Mstep: Class 13 contains 2214 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 1556 members 
Mstep: Class 16 contains 26400 members 
Mstep: Class 17 contains 14335 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 264182 members 
Mstep: Class 20 contains 35116 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 22 contains 6244 members 
Mstep: Class 23 contains 23640 members 
Mstep: Class 24 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622412.000000 Penalty: 30804.640625
Iteration 55Q: 25 clusters Score -3.862241e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3645 members 
Mstep: Class 3 contains 29938 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 5 contains 12431 members 
Mstep: Class 6 contains 14277 members 
Mstep: Class 7 contains 6272 members 
Mstep: Class 8 contains 58162 members 
Mstep: Class 9 contains 1544 members 
Mstep: Class 10 contains 4396 members 
Mstep: Class 11 contains 124302 members 
Mstep: Class 12 contains 75475 members 
Mstep: Class 13 contains 2250 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 26365 members 
Mstep: Class 17 contains 14332 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 265482 members 
Mstep: Class 20 contains 35095 members 
Mstep: Class 21 contains 12160 members 
Mstep: Class 22 contains 6228 members 
Mstep: Class 23 contains 23818 members 
Mstep: Class 24 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622692.000000 Penalty: 30804.640625
Iteration 56Q: 25 clusters Score -3.862269e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 3 contains 29220 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 12511 members 
Mstep: Class 6 contains 14412 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 57112 members 
Mstep: Class 9 contains 1544 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 124462 members 
Mstep: Class 12 contains 75427 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 26314 members 
Mstep: Class 17 contains 14333 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 266719 members 
Mstep: Class 20 contains 35071 members 
Mstep: Class 21 contains 12190 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 23989 members 
Mstep: Class 24 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622832.000000 Penalty: 30804.640625
Iteration 57Q: 25 clusters Score -3.862283e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 28550 members 
Mstep: Class 4 contains 7565 members 
Mstep: Class 5 contains 12553 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 56110 members 
Mstep: Class 9 contains 1543 members 
Mstep: Class 10 contains 4402 members 
Mstep: Class 11 contains 124616 members 
Mstep: Class 12 contains 75404 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 3001 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 26271 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 267900 members 
Mstep: Class 20 contains 35049 members 
Mstep: Class 21 contains 12204 members 
Mstep: Class 22 contains 6196 members 
Mstep: Class 23 contains 24121 members 
Mstep: Class 24 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623032.000000 Penalty: 30804.640625
Iteration 58Q: 25 clusters Score -3.862303e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 27867 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 12593 members 
Mstep: Class 6 contains 14742 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 55159 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 4404 members 
Mstep: Class 11 contains 124818 members 
Mstep: Class 12 contains 75369 members 
Mstep: Class 13 contains 2340 members 
Mstep: Class 14 contains 3011 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 26231 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 4410 members 
Mstep: Class 19 contains 269035 members 
Mstep: Class 20 contains 35021 members 
Mstep: Class 21 contains 12221 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 24258 members 
Mstep: Class 24 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623328.000000 Penalty: 30804.640625
Iteration 59Q: 25 clusters Score -3.862333e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3778 members 
Mstep: Class 3 contains 27222 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 12637 members 
Mstep: Class 6 contains 14909 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 54291 members 
Mstep: Class 9 contains 1533 members 
Mstep: Class 10 contains 4405 members 
Mstep: Class 11 contains 125012 members 
Mstep: Class 12 contains 75342 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 3023 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 26192 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 4406 members 
Mstep: Class 19 contains 270080 members 
Mstep: Class 20 contains 34996 members 
Mstep: Class 21 contains 12230 members 
Mstep: Class 22 contains 6170 members 
Mstep: Class 23 contains 24376 members 
Mstep: Class 24 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623576.000000 Penalty: 30804.640625
Iteration 60F: 25 clusters Score -3.862358e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3906 members 
Mstep: Class 3 contains 26530 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 12663 members 
Mstep: Class 6 contains 15082 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 53415 members 
Mstep: Class 9 contains 1529 members 
Mstep: Class 10 contains 4408 members 
Mstep: Class 11 contains 125207 members 
Mstep: Class 12 contains 75328 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 14 contains 3035 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 26149 members 
Mstep: Class 17 contains 14319 members 
Mstep: Class 18 contains 4398 members 
Mstep: Class 19 contains 270991 members 
Mstep: Class 20 contains 34963 members 
Mstep: Class 21 contains 12251 members 
Mstep: Class 22 contains 6158 members 
Mstep: Class 23 contains 24483 members 
Mstep: Class 24 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623692.000000 Penalty: 30804.640625
Iteration 61Q: 25 clusters Score -3.862369e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 25894 members 
Mstep: Class 4 contains 7479 members 
Mstep: Class 5 contains 12689 members 
Mstep: Class 6 contains 15247 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 52569 members 
Mstep: Class 9 contains 1526 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 125359 members 
Mstep: Class 12 contains 75331 members 
Mstep: Class 13 contains 2398 members 
Mstep: Class 14 contains 3040 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 14319 members 
Mstep: Class 18 contains 4390 members 
Mstep: Class 19 contains 271912 members 
Mstep: Class 20 contains 34942 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 6151 members 
Mstep: Class 23 contains 24576 members 
Mstep: Class 24 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623984.000000 Penalty: 30804.640625
Iteration 62Q: 25 clusters Score -3.862398e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 25287 members 
Mstep: Class 4 contains 7482 members 
Mstep: Class 5 contains 12728 members 
Mstep: Class 6 contains 15435 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 51767 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 4417 members 
Mstep: Class 11 contains 125494 members 
Mstep: Class 12 contains 75318 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 26074 members 
Mstep: Class 17 contains 14317 members 
Mstep: Class 18 contains 4384 members 
Mstep: Class 19 contains 272798 members 
Mstep: Class 20 contains 34923 members 
Mstep: Class 21 contains 12309 members 
Mstep: Class 22 contains 6145 members 
Mstep: Class 23 contains 24655 members 
Mstep: Class 24 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624260.000000 Penalty: 30804.640625
Iteration 63Q: 25 clusters Score -3.862426e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 24703 members 
Mstep: Class 4 contains 7487 members 
Mstep: Class 5 contains 12757 members 
Mstep: Class 6 contains 15603 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 50991 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 4420 members 
Mstep: Class 11 contains 125643 members 
Mstep: Class 12 contains 75317 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 1664 members 
Mstep: Class 16 contains 26037 members 
Mstep: Class 17 contains 14319 members 
Mstep: Class 18 contains 4384 members 
Mstep: Class 19 contains 273632 members 
Mstep: Class 20 contains 34893 members 
Mstep: Class 21 contains 12311 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 24751 members 
Mstep: Class 24 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624448.000000 Penalty: 30804.640625
Iteration 64Q: 25 clusters Score -3.862445e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 24161 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 12758 members 
Mstep: Class 6 contains 15791 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 50271 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 125801 members 
Mstep: Class 12 contains 75300 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 25989 members 
Mstep: Class 17 contains 14317 members 
Mstep: Class 18 contains 4386 members 
Mstep: Class 19 contains 274375 members 
Mstep: Class 20 contains 34863 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 6129 members 
Mstep: Class 23 contains 24855 members 
Mstep: Class 24 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624580.000000 Penalty: 30804.640625
Iteration 65Q: 25 clusters Score -3.862458e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 23685 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 12767 members 
Mstep: Class 6 contains 15982 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 49596 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 10 contains 4422 members 
Mstep: Class 11 contains 125961 members 
Mstep: Class 12 contains 75287 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 1692 members 
Mstep: Class 16 contains 25949 members 
Mstep: Class 17 contains 14317 members 
Mstep: Class 18 contains 4385 members 
Mstep: Class 19 contains 275024 members 
Mstep: Class 20 contains 34842 members 
Mstep: Class 21 contains 12320 members 
Mstep: Class 22 contains 6123 members 
Mstep: Class 23 contains 24934 members 
Mstep: Class 24 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624696.000000 Penalty: 30804.640625
Iteration 66Q: 25 clusters Score -3.86247e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4329 members 
Mstep: Class 3 contains 23221 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 16148 members 
Mstep: Class 7 contains 6099 members 
Mstep: Class 8 contains 48955 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 10 contains 4422 members 
Mstep: Class 11 contains 126109 members 
Mstep: Class 12 contains 75286 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 25911 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 4386 members 
Mstep: Class 19 contains 275655 members 
Mstep: Class 20 contains 34822 members 
Mstep: Class 21 contains 12332 members 
Mstep: Class 22 contains 6118 members 
Mstep: Class 23 contains 24992 members 
Mstep: Class 24 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624680.000000 Penalty: 30804.640625
Iteration 67Q: 25 clusters Score -3.862468e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 22794 members 
Mstep: Class 4 contains 7525 members 
Mstep: Class 5 contains 12804 members 
Mstep: Class 6 contains 16306 members 
Mstep: Class 7 contains 6086 members 
Mstep: Class 8 contains 48349 members 
Mstep: Class 9 contains 1513 members 
Mstep: Class 10 contains 4422 members 
Mstep: Class 11 contains 126259 members 
Mstep: Class 12 contains 75272 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 1719 members 
Mstep: Class 16 contains 25880 members 
Mstep: Class 17 contains 14322 members 
Mstep: Class 18 contains 4386 members 
Mstep: Class 19 contains 276267 members 
Mstep: Class 20 contains 34789 members 
Mstep: Class 21 contains 12341 members 
Mstep: Class 22 contains 6116 members 
Mstep: Class 23 contains 25058 members 
Mstep: Class 24 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624856.000000 Penalty: 30804.640625
Iteration 68Q: 25 clusters Score -3.862486e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 22337 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 12817 members 
Mstep: Class 6 contains 16463 members 
Mstep: Class 7 contains 6077 members 
Mstep: Class 8 contains 47779 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 126419 members 
Mstep: Class 12 contains 75244 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 3054 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 25848 members 
Mstep: Class 17 contains 14323 members 
Mstep: Class 18 contains 4387 members 
Mstep: Class 19 contains 276870 members 
Mstep: Class 20 contains 34751 members 
Mstep: Class 21 contains 12354 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 25138 members 
Mstep: Class 24 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624956.000000 Penalty: 30804.640625
Iteration 69Q: 25 clusters Score -3.862496e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 3 contains 21869 members 
Mstep: Class 4 contains 7562 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 16630 members 
Mstep: Class 7 contains 6071 members 
Mstep: Class 8 contains 47258 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 126580 members 
Mstep: Class 12 contains 75231 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 1755 members 
Mstep: Class 16 contains 25809 members 
Mstep: Class 17 contains 14325 members 
Mstep: Class 18 contains 4391 members 
Mstep: Class 19 contains 277426 members 
Mstep: Class 20 contains 34718 members 
Mstep: Class 21 contains 12376 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 25213 members 
Mstep: Class 24 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625096.000000 Penalty: 30804.640625
Iteration 70Q: 25 clusters Score -3.86251e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 21432 members 
Mstep: Class 4 contains 7567 members 
Mstep: Class 5 contains 12810 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 6067 members 
Mstep: Class 8 contains 46761 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 126740 members 
Mstep: Class 12 contains 75228 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 25770 members 
Mstep: Class 17 contains 14327 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 277952 members 
Mstep: Class 20 contains 34686 members 
Mstep: Class 21 contains 12389 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 25284 members 
Mstep: Class 24 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625296.000000 Penalty: 30804.640625
Iteration 71Q: 25 clusters Score -3.86253e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 21040 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 12829 members 
Mstep: Class 6 contains 16971 members 
Mstep: Class 7 contains 6060 members 
Mstep: Class 8 contains 46271 members 
Mstep: Class 9 contains 1513 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 126870 members 
Mstep: Class 12 contains 75221 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 3058 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 25715 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 278476 members 
Mstep: Class 20 contains 34651 members 
Mstep: Class 21 contains 12398 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 25355 members 
Mstep: Class 24 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625336.000000 Penalty: 30804.640625
Iteration 72Q: 25 clusters Score -3.862534e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 20613 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 12836 members 
Mstep: Class 6 contains 17140 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 45811 members 
Mstep: Class 9 contains 1510 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 127004 members 
Mstep: Class 12 contains 75207 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 3058 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 25661 members 
Mstep: Class 17 contains 14331 members 
Mstep: Class 18 contains 4388 members 
Mstep: Class 19 contains 278977 members 
Mstep: Class 20 contains 34612 members 
Mstep: Class 21 contains 12406 members 
Mstep: Class 22 contains 6079 members 
Mstep: Class 23 contains 25448 members 
Mstep: Class 24 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625360.000000 Penalty: 30804.640625
Iteration 73Q: 25 clusters Score -3.862536e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 20215 members 
Mstep: Class 4 contains 7673 members 
Mstep: Class 5 contains 12844 members 
Mstep: Class 6 contains 17296 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 45330 members 
Mstep: Class 9 contains 1505 members 
Mstep: Class 10 contains 4422 members 
Mstep: Class 11 contains 127144 members 
Mstep: Class 12 contains 75202 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 3058 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 25614 members 
Mstep: Class 17 contains 14334 members 
Mstep: Class 18 contains 4386 members 
Mstep: Class 19 contains 279479 members 
Mstep: Class 20 contains 34572 members 
Mstep: Class 21 contains 12413 members 
Mstep: Class 22 contains 6076 members 
Mstep: Class 23 contains 25540 members 
Mstep: Class 24 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625508.000000 Penalty: 30804.640625
Iteration 74Q: 25 clusters Score -3.862551e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 19832 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 12850 members 
Mstep: Class 6 contains 17450 members 
Mstep: Class 7 contains 6005 members 
Mstep: Class 8 contains 44880 members 
Mstep: Class 9 contains 1501 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 127272 members 
Mstep: Class 12 contains 75166 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 3059 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 25563 members 
Mstep: Class 17 contains 14335 members 
Mstep: Class 18 contains 4378 members 
Mstep: Class 19 contains 279979 members 
Mstep: Class 20 contains 34533 members 
Mstep: Class 21 contains 12429 members 
Mstep: Class 22 contains 6071 members 
Mstep: Class 23 contains 25646 members 
Mstep: Class 24 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625464.000000 Penalty: 30804.640625
Iteration 75Q: 25 clusters Score -3.862546e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4558 members 
Mstep: Class 3 contains 19466 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 12856 members 
Mstep: Class 6 contains 17604 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 44461 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 4422 members 
Mstep: Class 11 contains 127415 members 
Mstep: Class 12 contains 75144 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 25526 members 
Mstep: Class 17 contains 14334 members 
Mstep: Class 18 contains 4375 members 
Mstep: Class 19 contains 280401 members 
Mstep: Class 20 contains 34498 members 
Mstep: Class 21 contains 12436 members 
Mstep: Class 22 contains 6069 members 
Mstep: Class 23 contains 25732 members 
Mstep: Class 24 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625364.000000 Penalty: 30804.640625
Iteration 76Q: 25 clusters Score -3.862536e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4583 members 
Mstep: Class 3 contains 19112 members 
Mstep: Class 4 contains 7760 members 
Mstep: Class 5 contains 12853 members 
Mstep: Class 6 contains 17736 members 
Mstep: Class 7 contains 5983 members 
Mstep: Class 8 contains 44035 members 
Mstep: Class 9 contains 1507 members 
Mstep: Class 10 contains 4422 members 
Mstep: Class 11 contains 127551 members 
Mstep: Class 12 contains 75120 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 1869 members 
Mstep: Class 16 contains 25485 members 
Mstep: Class 17 contains 14334 members 
Mstep: Class 18 contains 4368 members 
Mstep: Class 19 contains 280859 members 
Mstep: Class 20 contains 34472 members 
Mstep: Class 21 contains 12443 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 25805 members 
Mstep: Class 24 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625576.000000 Penalty: 30804.640625
Iteration 77Q: 25 clusters Score -3.862558e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 18791 members 
Mstep: Class 4 contains 7793 members 
Mstep: Class 5 contains 12854 members 
Mstep: Class 6 contains 17851 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 43637 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 4425 members 
Mstep: Class 11 contains 127655 members 
Mstep: Class 12 contains 75112 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 3065 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 25439 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 281301 members 
Mstep: Class 20 contains 34443 members 
Mstep: Class 21 contains 12445 members 
Mstep: Class 22 contains 6059 members 
Mstep: Class 23 contains 25883 members 
Mstep: Class 24 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625636.000000 Penalty: 30804.640625
Iteration 78Q: 25 clusters Score -3.862564e+07 nChanged 1327
Entering ConstructFrom: 
Score: -38625636.000000 Penalty: 30804.640625
Entering ConstructFrom: 
Trying to split cluster 1 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -172743.500000 Penalty: 752.718079
	Iteration 0F: 2 clusters Score -172743.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -170544.843750 Penalty: 1505.436157
	Iteration 0F: 3 clusters Score -170544.8 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -171179.218750 Penalty: 1505.436157
	Iteration 1F: 3 clusters Score -171179.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -171333.906250 Penalty: 1505.436157
	Iteration 2F: 3 clusters Score -171333.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -171449.078125 Penalty: 1505.436157
	Iteration 3F: 3 clusters Score -171449.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -171540.703125 Penalty: 1505.436157
	Iteration 4F: 3 clusters Score -171540.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -171637.828125 Penalty: 1505.436157
	Iteration 5Q: 3 clusters Score -171637.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -171727.156250 Penalty: 1505.436157
	Iteration 6Q: 3 clusters Score -171727.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -171807.562500 Penalty: 1505.436157
	Iteration 7Q: 3 clusters Score -171807.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -171883.546875 Penalty: 1505.436157
	Iteration 8Q: 3 clusters Score -171883.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -171942.546875 Penalty: 1505.436157
	Iteration 9Q: 3 clusters Score -171942.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -171990.500000 Penalty: 1505.436157
	Iteration 10Q: 3 clusters Score -171990.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -172017.218750 Penalty: 1505.436157
	Iteration 11Q: 3 clusters Score -172017.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -172043.812500 Penalty: 1505.436157
	Iteration 12Q: 3 clusters Score -172043.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -172066.984375 Penalty: 1505.436157
	Iteration 13Q: 3 clusters Score -172067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -172082.468750 Penalty: 1505.436157
	Iteration 14Q: 3 clusters Score -172082.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -172095.500000 Penalty: 1505.436157
	Iteration 15Q: 3 clusters Score -172095.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -172111.406250 Penalty: 1505.436157
	Iteration 16Q: 3 clusters Score -172111.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -172125.078125 Penalty: 1505.436157
	Iteration 17Q: 3 clusters Score -172125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -172132.562500 Penalty: 1505.436157
	Iteration 18Q: 3 clusters Score -172132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -172138.781250 Penalty: 1505.436157
	Iteration 19Q: 3 clusters Score -172138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -172142.578125 Penalty: 1505.436157
	Iteration 20F: 3 clusters Score -172142.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -257106.125000 Penalty: 801.973206
	Iteration 0F: 2 clusters Score -257106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -253710.859375 Penalty: 1603.946411
	Iteration 0F: 3 clusters Score -253710.9 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -254893.500000 Penalty: 1603.946411
	Iteration 1F: 3 clusters Score -254893.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -255057.531250 Penalty: 1603.946411
	Iteration 2F: 3 clusters Score -255057.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -255210.031250 Penalty: 1603.946411
	Iteration 3F: 3 clusters Score -255210 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -255376.734375 Penalty: 1603.946411
	Iteration 4F: 3 clusters Score -255376.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -255564.968750 Penalty: 1603.946411
	Iteration 5F: 3 clusters Score -255565 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -255769.656250 Penalty: 1603.946411
	Iteration 6F: 3 clusters Score -255769.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255946.812500 Penalty: 1603.946411
	Iteration 7Q: 3 clusters Score -255946.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -256091.937500 Penalty: 1603.946411
	Iteration 8Q: 3 clusters Score -256091.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -256202.437500 Penalty: 1603.946411
	Iteration 9Q: 3 clusters Score -256202.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -256284.390625 Penalty: 1603.946411
	Iteration 10Q: 3 clusters Score -256284.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -256326.421875 Penalty: 1603.946411
	Iteration 11Q: 3 clusters Score -256326.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -256350.906250 Penalty: 1603.946411
	Iteration 12Q: 3 clusters Score -256350.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -256367.250000 Penalty: 1603.946411
	Iteration 13Q: 3 clusters Score -256367.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -256388.421875 Penalty: 1603.946411
	Iteration 14Q: 3 clusters Score -256388.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -256403.234375 Penalty: 1603.946411
	Iteration 15Q: 3 clusters Score -256403.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -256412.015625 Penalty: 1603.946411
	Iteration 16Q: 3 clusters Score -256412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -256423.890625 Penalty: 1603.946411
	Iteration 17Q: 3 clusters Score -256423.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -256434.281250 Penalty: 1603.946411
	Iteration 18Q: 3 clusters Score -256434.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -256439.390625 Penalty: 1603.946411
	Iteration 19Q: 3 clusters Score -256439.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -256447.140625 Penalty: 1603.946411
	Iteration 20F: 3 clusters Score -256447.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -256454.640625 Penalty: 1603.946411
	Iteration 21Q: 3 clusters Score -256454.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -256465.531250 Penalty: 1603.946411
	Iteration 22Q: 3 clusters Score -256465.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -256476.593750 Penalty: 1603.946411
	Iteration 23Q: 3 clusters Score -256476.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -256483.671875 Penalty: 1603.946411
	Iteration 24Q: 3 clusters Score -256483.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -256492.953125 Penalty: 1603.946411
	Iteration 25Q: 3 clusters Score -256493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -256498.609375 Penalty: 1603.946411
	Iteration 26Q: 3 clusters Score -256498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -256502.171875 Penalty: 1603.946411
	Iteration 27Q: 3 clusters Score -256502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -256505.968750 Penalty: 1603.946411
	Iteration 28Q: 3 clusters Score -256506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -256508.812500 Penalty: 1603.946411
	Iteration 29Q: 3 clusters Score -256508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -256512.390625 Penalty: 1603.946411
	Iteration 30Q: 3 clusters Score -256512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -256513.625000 Penalty: 1603.946411
	Iteration 31Q: 3 clusters Score -256513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -256513.625000 Penalty: 1603.946411
	Iteration 32F: 3 clusters Score -256513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Entering Unmasked Estep 
Score: -1036211.687500 Penalty: 933.224487
	Iteration 0F: 2 clusters Score -1036212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1023804.375000 Penalty: 1866.448975
	Iteration 0F: 3 clusters Score -1023804 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1028442.125000 Penalty: 1866.448975
	Iteration 1F: 3 clusters Score -1028442 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1028658.500000 Penalty: 1866.448975
	Iteration 2Q: 3 clusters Score -1028658 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1028867.625000 Penalty: 1866.448975
	Iteration 3Q: 3 clusters Score -1028868 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1029101.875000 Penalty: 1866.448975
	Iteration 4Q: 3 clusters Score -1029102 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1029407.875000 Penalty: 1866.448975
	Iteration 5Q: 3 clusters Score -1029408 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1029803.875000 Penalty: 1866.448975
	Iteration 6Q: 3 clusters Score -1029804 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1030330.750000 Penalty: 1866.448975
	Iteration 7Q: 3 clusters Score -1030331 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1031054.312500 Penalty: 1866.448975
	Iteration 8F: 3 clusters Score -1031054 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1031940.625000 Penalty: 1866.448975
	Iteration 9F: 3 clusters Score -1031941 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1032882.875000 Penalty: 1866.448975
	Iteration 10F: 3 clusters Score -1032883 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1033727.437500 Penalty: 1866.448975
	Iteration 11F: 3 clusters Score -1033727 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1034408.937500 Penalty: 1866.448975
	Iteration 12Q: 3 clusters Score -1034409 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1034857.437500 Penalty: 1866.448975
	Iteration 13Q: 3 clusters Score -1034857 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1035123.625000 Penalty: 1866.448975
	Iteration 14Q: 3 clusters Score -1035124 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1035270.625000 Penalty: 1866.448975
	Iteration 15Q: 3 clusters Score -1035271 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1035362.875000 Penalty: 1866.448975
	Iteration 16Q: 3 clusters Score -1035363 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1035424.937500 Penalty: 1866.448975
	Iteration 17Q: 3 clusters Score -1035425 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1035469.250000 Penalty: 1866.448975
	Iteration 18Q: 3 clusters Score -1035469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1035493.937500 Penalty: 1866.448975
	Iteration 19Q: 3 clusters Score -1035494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1035505.812500 Penalty: 1866.448975
	Iteration 20F: 3 clusters Score -1035506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1035516.937500 Penalty: 1866.448975
	Iteration 21Q: 3 clusters Score -1035517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1035526.687500 Penalty: 1866.448975
	Iteration 22Q: 3 clusters Score -1035527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1035536.125000 Penalty: 1866.448975
	Iteration 23Q: 3 clusters Score -1035536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1035538.187500 Penalty: 1866.448975
	Iteration 24Q: 3 clusters Score -1035538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1035548.187500 Penalty: 1866.448975
	Iteration 25Q: 3 clusters Score -1035548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1035555.500000 Penalty: 1866.448975
	Iteration 26Q: 3 clusters Score -1035556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1035563.312500 Penalty: 1866.448975
	Iteration 27Q: 3 clusters Score -1035563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1035565.937500 Penalty: 1866.448975
	Iteration 28Q: 3 clusters Score -1035566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1035569.250000 Penalty: 1866.448975
	Iteration 29Q: 3 clusters Score -1035569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1035571.750000 Penalty: 1866.448975
	Iteration 30Q: 3 clusters Score -1035572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1035573.062500 Penalty: 1866.448975
	Iteration 31Q: 3 clusters Score -1035573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1035572.562500 Penalty: 1866.448975
	Iteration 32Q: 3 clusters Score -1035573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1035572.562500 Penalty: 1866.448975
	Iteration 33F: 3 clusters Score -1035573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Entering Unmasked Estep 
Score: -398467.531250 Penalty: 851.621765
	Iteration 0F: 2 clusters Score -398467.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -393018.406250 Penalty: 1703.243530
	Iteration 0F: 3 clusters Score -393018.4 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -395019.843750 Penalty: 1703.243530
	Iteration 1F: 3 clusters Score -395019.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -395387.875000 Penalty: 1703.243530
	Iteration 2F: 3 clusters Score -395387.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -395721.062500 Penalty: 1703.243530
	Iteration 3F: 3 clusters Score -395721.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -396033.250000 Penalty: 1703.243530
	Iteration 4F: 3 clusters Score -396033.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -396343.750000 Penalty: 1703.243530
	Iteration 5F: 3 clusters Score -396343.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -396648.750000 Penalty: 1703.243530
	Iteration 6Q: 3 clusters Score -396648.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -396914.656250 Penalty: 1703.243530
	Iteration 7Q: 3 clusters Score -396914.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -397169.281250 Penalty: 1703.243530
	Iteration 8Q: 3 clusters Score -397169.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -397348.281250 Penalty: 1703.243530
	Iteration 9Q: 3 clusters Score -397348.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -397468.968750 Penalty: 1703.243530
	Iteration 10Q: 3 clusters Score -397469 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -397539.937500 Penalty: 1703.243530
	Iteration 11Q: 3 clusters Score -397539.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -397599.468750 Penalty: 1703.243530
	Iteration 12Q: 3 clusters Score -397599.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -397630.562500 Penalty: 1703.243530
	Iteration 13Q: 3 clusters Score -397630.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -397651.343750 Penalty: 1703.243530
	Iteration 14Q: 3 clusters Score -397651.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -397667.531250 Penalty: 1703.243530
	Iteration 15Q: 3 clusters Score -397667.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -397681.968750 Penalty: 1703.243530
	Iteration 16Q: 3 clusters Score -397682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -397689.125000 Penalty: 1703.243530
	Iteration 17Q: 3 clusters Score -397689.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -397696.406250 Penalty: 1703.243530
	Iteration 18Q: 3 clusters Score -397696.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -397700.468750 Penalty: 1703.243530
	Iteration 19Q: 3 clusters Score -397700.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -397703.000000 Penalty: 1703.243530
	Iteration 20F: 3 clusters Score -397703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -397703.312500 Penalty: 1703.243530
	Iteration 21Q: 3 clusters Score -397703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -397704.375000 Penalty: 1703.243530
	Iteration 22Q: 3 clusters Score -397704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -397704.750000 Penalty: 1703.243530
	Iteration 23Q: 3 clusters Score -397704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -397703.750000 Penalty: 1703.243530
	Iteration 24Q: 3 clusters Score -397703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -397705.312500 Penalty: 1703.243530
	Iteration 25Q: 3 clusters Score -397705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -397705.062500 Penalty: 1703.243530
	Iteration 26Q: 3 clusters Score -397705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -397704.562500 Penalty: 1703.243530
	Iteration 27Q: 3 clusters Score -397704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -397705.156250 Penalty: 1703.243530
	Iteration 28Q: 3 clusters Score -397705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -397705.468750 Penalty: 1703.243530
	Iteration 29Q: 3 clusters Score -397705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -397705.468750 Penalty: 1703.243530
	Iteration 30F: 3 clusters Score -397705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Entering Unmasked Estep 
Score: -608496.062500 Penalty: 898.767395
	Iteration 0F: 2 clusters Score -608496.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -599855.250000 Penalty: 1797.534790
	Iteration 0F: 3 clusters Score -599855.2 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -603294.875000 Penalty: 1797.534790
	Iteration 1F: 3 clusters Score -603294.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -603842.500000 Penalty: 1797.534790
	Iteration 2F: 3 clusters Score -603842.5 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -604469.687500 Penalty: 1797.534790
	Iteration 3F: 3 clusters Score -604469.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -605093.375000 Penalty: 1797.534790
	Iteration 4F: 3 clusters Score -605093.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -605676.687500 Penalty: 1797.534790
	Iteration 5F: 3 clusters Score -605676.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -606123.562500 Penalty: 1797.534790
	Iteration 6F: 3 clusters Score -606123.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -606463.375000 Penalty: 1797.534790
	Iteration 7Q: 3 clusters Score -606463.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -606706.875000 Penalty: 1797.534790
	Iteration 8Q: 3 clusters Score -606706.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -606899.375000 Penalty: 1797.534790
	Iteration 9Q: 3 clusters Score -606899.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -607054.250000 Penalty: 1797.534790
	Iteration 10Q: 3 clusters Score -607054.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -607180.125000 Penalty: 1797.534790
	Iteration 11Q: 3 clusters Score -607180.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -607280.625000 Penalty: 1797.534790
	Iteration 12Q: 3 clusters Score -607280.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -607335.250000 Penalty: 1797.534790
	Iteration 13Q: 3 clusters Score -607335.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -607382.625000 Penalty: 1797.534790
	Iteration 14Q: 3 clusters Score -607382.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -607408.187500 Penalty: 1797.534790
	Iteration 15Q: 3 clusters Score -607408.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -607428.000000 Penalty: 1797.534790
	Iteration 16Q: 3 clusters Score -607428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -607448.437500 Penalty: 1797.534790
	Iteration 17Q: 3 clusters Score -607448.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -607463.000000 Penalty: 1797.534790
	Iteration 18Q: 3 clusters Score -607463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -607477.625000 Penalty: 1797.534790
	Iteration 19Q: 3 clusters Score -607477.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -607493.687500 Penalty: 1797.534790
	Iteration 20F: 3 clusters Score -607493.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -607509.312500 Penalty: 1797.534790
	Iteration 21Q: 3 clusters Score -607509.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -607529.687500 Penalty: 1797.534790
	Iteration 22Q: 3 clusters Score -607529.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -607545.937500 Penalty: 1797.534790
	Iteration 23Q: 3 clusters Score -607545.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -607562.187500 Penalty: 1797.534790
	Iteration 24Q: 3 clusters Score -607562.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -607573.875000 Penalty: 1797.534790
	Iteration 25Q: 3 clusters Score -607573.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -607583.625000 Penalty: 1797.534790
	Iteration 26Q: 3 clusters Score -607583.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -607595.375000 Penalty: 1797.534790
	Iteration 27Q: 3 clusters Score -607595.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -607619.187500 Penalty: 1797.534790
	Iteration 28Q: 3 clusters Score -607619.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -607648.687500 Penalty: 1797.534790
	Iteration 29Q: 3 clusters Score -607648.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -607664.500000 Penalty: 1797.534790
	Iteration 30Q: 3 clusters Score -607664.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -607673.375000 Penalty: 1797.534790
	Iteration 31Q: 3 clusters Score -607673.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -607678.687500 Penalty: 1797.534790
	Iteration 32Q: 3 clusters Score -607678.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -607685.062500 Penalty: 1797.534790
	Iteration 33Q: 3 clusters Score -607685.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -607696.375000 Penalty: 1797.534790
	Iteration 34Q: 3 clusters Score -607696.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -607701.875000 Penalty: 1797.534790
	Iteration 35Q: 3 clusters Score -607701.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -607713.687500 Penalty: 1797.534790
	Iteration 36Q: 3 clusters Score -607713.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -607726.562500 Penalty: 1797.534790
	Iteration 37Q: 3 clusters Score -607726.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -607732.312500 Penalty: 1797.534790
	Iteration 38Q: 3 clusters Score -607732.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -607739.375000 Penalty: 1797.534790
	Iteration 39Q: 3 clusters Score -607739.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -607744.812500 Penalty: 1797.534790
	Iteration 40F: 3 clusters Score -607744.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -607754.375000 Penalty: 1797.534790
	Iteration 41Q: 3 clusters Score -607754.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -607763.750000 Penalty: 1797.534790
	Iteration 42Q: 3 clusters Score -607763.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -607769.937500 Penalty: 1797.534790
	Iteration 43Q: 3 clusters Score -607769.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -607781.500000 Penalty: 1797.534790
	Iteration 44Q: 3 clusters Score -607781.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -607790.625000 Penalty: 1797.534790
	Iteration 45Q: 3 clusters Score -607790.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -607798.687500 Penalty: 1797.534790
	Iteration 46Q: 3 clusters Score -607798.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -607806.875000 Penalty: 1797.534790
	Iteration 47Q: 3 clusters Score -607806.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -607821.562500 Penalty: 1797.534790
	Iteration 48Q: 3 clusters Score -607821.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -607839.000000 Penalty: 1797.534790
	Iteration 49Q: 3 clusters Score -607839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -607860.250000 Penalty: 1797.534790
	Iteration 50Q: 3 clusters Score -607860.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -607882.937500 Penalty: 1797.534790
	Iteration 51Q: 3 clusters Score -607882.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -607912.000000 Penalty: 1797.534790
	Iteration 52Q: 3 clusters Score -607912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -607935.312500 Penalty: 1797.534790
	Iteration 53Q: 3 clusters Score -607935.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -607956.062500 Penalty: 1797.534790
	Iteration 54Q: 3 clusters Score -607956.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -607974.687500 Penalty: 1797.534790
	Iteration 55Q: 3 clusters Score -607974.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -607992.250000 Penalty: 1797.534790
	Iteration 56Q: 3 clusters Score -607992.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -608014.937500 Penalty: 1797.534790
	Iteration 57Q: 3 clusters Score -608014.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -608040.875000 Penalty: 1797.534790
	Iteration 58Q: 3 clusters Score -608040.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -608065.187500 Penalty: 1797.534790
	Iteration 59Q: 3 clusters Score -608065.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -608079.875000 Penalty: 1797.534790
	Iteration 60F: 3 clusters Score -608079.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -608091.687500 Penalty: 1797.534790
	Iteration 61Q: 3 clusters Score -608091.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -608096.187500 Penalty: 1797.534790
	Iteration 62Q: 3 clusters Score -608096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -608098.937500 Penalty: 1797.534790
	Iteration 63Q: 3 clusters Score -608098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -608098.875000 Penalty: 1797.534790
	Iteration 64Q: 3 clusters Score -608098.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -608102.687500 Penalty: 1797.534790
	Iteration 65Q: 3 clusters Score -608102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -608105.187500 Penalty: 1797.534790
	Iteration 66Q: 3 clusters Score -608105.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -608104.562500 Penalty: 1797.534790
	Iteration 67Q: 3 clusters Score -608104.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -608106.000000 Penalty: 1797.534790
	Iteration 68Q: 3 clusters Score -608106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -608109.937500 Penalty: 1797.534790
	Iteration 69Q: 3 clusters Score -608109.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -608109.562500 Penalty: 1797.534790
	Iteration 70Q: 3 clusters Score -608109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -608112.687500 Penalty: 1797.534790
	Iteration 71Q: 3 clusters Score -608112.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -608113.312500 Penalty: 1797.534790
	Iteration 72Q: 3 clusters Score -608113.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -608113.437500 Penalty: 1797.534790
	Iteration 73Q: 3 clusters Score -608113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -608116.937500 Penalty: 1797.534790
	Iteration 74Q: 3 clusters Score -608116.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -608119.375000 Penalty: 1797.534790
	Iteration 75Q: 3 clusters Score -608119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -608119.937500 Penalty: 1797.534790
	Iteration 76Q: 3 clusters Score -608119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -608122.312500 Penalty: 1797.534790
	Iteration 77Q: 3 clusters Score -608122.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -608125.250000 Penalty: 1797.534790
	Iteration 78Q: 3 clusters Score -608125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -608126.312500 Penalty: 1797.534790
	Iteration 79Q: 3 clusters Score -608126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -608127.875000 Penalty: 1797.534790
	Iteration 80F: 3 clusters Score -608127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -608129.000000 Penalty: 1797.534790
	Iteration 81Q: 3 clusters Score -608129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -608130.750000 Penalty: 1797.534790
	Iteration 82Q: 3 clusters Score -608130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -608130.812500 Penalty: 1797.534790
	Iteration 83Q: 3 clusters Score -608130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -608130.062500 Penalty: 1797.534790
	Iteration 84Q: 3 clusters Score -608130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -608131.812500 Penalty: 1797.534790
	Iteration 85Q: 3 clusters Score -608131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -608132.187500 Penalty: 1797.534790
	Iteration 86Q: 3 clusters Score -608132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -608132.500000 Penalty: 1797.534790
	Iteration 87Q: 3 clusters Score -608132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -608132.500000 Penalty: 1797.534790
	Iteration 88Q: 3 clusters Score -608132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -608132.500000 Penalty: 1797.534790
	Iteration 89F: 3 clusters Score -608132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Entering Unmasked Estep 
Score: -971301.937500 Penalty: 930.631897
	Iteration 0F: 2 clusters Score -971301.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -959264.125000 Penalty: 1861.263794
	Iteration 0F: 3 clusters Score -959264.1 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -964128.625000 Penalty: 1861.263794
	Iteration 1F: 3 clusters Score -964128.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -964775.187500 Penalty: 1861.263794
	Iteration 2F: 3 clusters Score -964775.2 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -965662.250000 Penalty: 1861.263794
	Iteration 3F: 3 clusters Score -965662.2 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -966741.437500 Penalty: 1861.263794
	Iteration 4F: 3 clusters Score -966741.4 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -967766.125000 Penalty: 1861.263794
	Iteration 5F: 3 clusters Score -967766.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -968531.000000 Penalty: 1861.263794
	Iteration 6F: 3 clusters Score -968531 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -968998.375000 Penalty: 1861.263794
	Iteration 7Q: 3 clusters Score -968998.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -969291.625000 Penalty: 1861.263794
	Iteration 8Q: 3 clusters Score -969291.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -969498.625000 Penalty: 1861.263794
	Iteration 9Q: 3 clusters Score -969498.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -969676.562500 Penalty: 1861.263794
	Iteration 10Q: 3 clusters Score -969676.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -969864.500000 Penalty: 1861.263794
	Iteration 11Q: 3 clusters Score -969864.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -970086.250000 Penalty: 1861.263794
	Iteration 12Q: 3 clusters Score -970086.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -970315.000000 Penalty: 1861.263794
	Iteration 13Q: 3 clusters Score -970315 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -970508.187500 Penalty: 1861.263794
	Iteration 14Q: 3 clusters Score -970508.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -970653.375000 Penalty: 1861.263794
	Iteration 15Q: 3 clusters Score -970653.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -970748.625000 Penalty: 1861.263794
	Iteration 16Q: 3 clusters Score -970748.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -970807.187500 Penalty: 1861.263794
	Iteration 17Q: 3 clusters Score -970807.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -970841.812500 Penalty: 1861.263794
	Iteration 18Q: 3 clusters Score -970841.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -970853.625000 Penalty: 1861.263794
	Iteration 19Q: 3 clusters Score -970853.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -970892.562500 Penalty: 1861.263794
	Iteration 20F: 3 clusters Score -970892.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -970916.125000 Penalty: 1861.263794
	Iteration 21Q: 3 clusters Score -970916.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -970935.125000 Penalty: 1861.263794
	Iteration 22Q: 3 clusters Score -970935.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -970950.062500 Penalty: 1861.263794
	Iteration 23Q: 3 clusters Score -970950.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -970953.937500 Penalty: 1861.263794
	Iteration 24Q: 3 clusters Score -970953.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -970954.812500 Penalty: 1861.263794
	Iteration 25Q: 3 clusters Score -970954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -970957.937500 Penalty: 1861.263794
	Iteration 26Q: 3 clusters Score -970957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -970957.937500 Penalty: 1861.263794
	Iteration 27F: 3 clusters Score -970957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Entering Unmasked Estep 
Score: -291733.656250 Penalty: 825.547058
	Iteration 0F: 2 clusters Score -291733.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -287569.843750 Penalty: 1651.094116
	Iteration 0F: 3 clusters Score -287569.8 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -289252.875000 Penalty: 1651.094116
	Iteration 1F: 3 clusters Score -289252.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -289712.906250 Penalty: 1651.094116
	Iteration 2F: 3 clusters Score -289712.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -290180.562500 Penalty: 1651.094116
	Iteration 3F: 3 clusters Score -290180.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -290592.593750 Penalty: 1651.094116
	Iteration 4F: 3 clusters Score -290592.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -290854.375000 Penalty: 1651.094116
	Iteration 5F: 3 clusters Score -290854.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -291013.531250 Penalty: 1651.094116
	Iteration 6Q: 3 clusters Score -291013.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -291103.843750 Penalty: 1651.094116
	Iteration 7Q: 3 clusters Score -291103.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -291155.656250 Penalty: 1651.094116
	Iteration 8Q: 3 clusters Score -291155.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -291186.343750 Penalty: 1651.094116
	Iteration 9Q: 3 clusters Score -291186.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -291210.562500 Penalty: 1651.094116
	Iteration 10Q: 3 clusters Score -291210.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -291227.687500 Penalty: 1651.094116
	Iteration 11Q: 3 clusters Score -291227.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -291235.437500 Penalty: 1651.094116
	Iteration 12Q: 3 clusters Score -291235.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -291244.531250 Penalty: 1651.094116
	Iteration 13Q: 3 clusters Score -291244.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -291250.375000 Penalty: 1651.094116
	Iteration 14Q: 3 clusters Score -291250.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -291255.750000 Penalty: 1651.094116
	Iteration 15Q: 3 clusters Score -291255.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -291259.468750 Penalty: 1651.094116
	Iteration 16Q: 3 clusters Score -291259.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -291262.687500 Penalty: 1651.094116
	Iteration 17Q: 3 clusters Score -291262.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -291267.281250 Penalty: 1651.094116
	Iteration 18Q: 3 clusters Score -291267.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -291272.343750 Penalty: 1651.094116
	Iteration 19Q: 3 clusters Score -291272.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -291277.562500 Penalty: 1651.094116
	Iteration 20F: 3 clusters Score -291277.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -291283.343750 Penalty: 1651.094116
	Iteration 21Q: 3 clusters Score -291283.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -291288.750000 Penalty: 1651.094116
	Iteration 22Q: 3 clusters Score -291288.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -291293.250000 Penalty: 1651.094116
	Iteration 23Q: 3 clusters Score -291293.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -291296.843750 Penalty: 1651.094116
	Iteration 24Q: 3 clusters Score -291296.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -291300.062500 Penalty: 1651.094116
	Iteration 25Q: 3 clusters Score -291300.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -291302.937500 Penalty: 1651.094116
	Iteration 26Q: 3 clusters Score -291302.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -291305.906250 Penalty: 1651.094116
	Iteration 27Q: 3 clusters Score -291305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -291306.718750 Penalty: 1651.094116
	Iteration 28Q: 3 clusters Score -291306.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -291307.562500 Penalty: 1651.094116
	Iteration 29Q: 3 clusters Score -291307.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -291308.500000 Penalty: 1651.094116
	Iteration 30Q: 3 clusters Score -291308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -291308.000000 Penalty: 1651.094116
	Iteration 31Q: 3 clusters Score -291308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -291309.250000 Penalty: 1651.094116
	Iteration 32Q: 3 clusters Score -291309.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -291311.781250 Penalty: 1651.094116
	Iteration 33Q: 3 clusters Score -291311.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -291312.093750 Penalty: 1651.094116
	Iteration 34Q: 3 clusters Score -291312.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -291312.906250 Penalty: 1651.094116
	Iteration 35Q: 3 clusters Score -291312.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -291314.593750 Penalty: 1651.094116
	Iteration 36Q: 3 clusters Score -291314.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -291315.250000 Penalty: 1651.094116
	Iteration 37Q: 3 clusters Score -291315.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -291316.468750 Penalty: 1651.094116
	Iteration 38Q: 3 clusters Score -291316.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -291317.781250 Penalty: 1651.094116
	Iteration 39Q: 3 clusters Score -291317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -291318.593750 Penalty: 1651.094116
	Iteration 40F: 3 clusters Score -291318.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -291319.406250 Penalty: 1651.094116
	Iteration 41Q: 3 clusters Score -291319.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -291320.750000 Penalty: 1651.094116
	Iteration 42Q: 3 clusters Score -291320.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -291321.250000 Penalty: 1651.094116
	Iteration 43Q: 3 clusters Score -291321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -291322.187500 Penalty: 1651.094116
	Iteration 44Q: 3 clusters Score -291322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -291324.718750 Penalty: 1651.094116
	Iteration 45Q: 3 clusters Score -291324.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -291326.343750 Penalty: 1651.094116
	Iteration 46Q: 3 clusters Score -291326.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -291327.343750 Penalty: 1651.094116
	Iteration 47Q: 3 clusters Score -291327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -291327.875000 Penalty: 1651.094116
	Iteration 48Q: 3 clusters Score -291327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -291329.187500 Penalty: 1651.094116
	Iteration 49Q: 3 clusters Score -291329.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -291329.093750 Penalty: 1651.094116
	Iteration 50Q: 3 clusters Score -291329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -291330.031250 Penalty: 1651.094116
	Iteration 51Q: 3 clusters Score -291330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -291330.625000 Penalty: 1651.094116
	Iteration 52Q: 3 clusters Score -291330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -291331.562500 Penalty: 1651.094116
	Iteration 53Q: 3 clusters Score -291331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -291331.593750 Penalty: 1651.094116
	Iteration 54Q: 3 clusters Score -291331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -291331.500000 Penalty: 1651.094116
	Iteration 55Q: 3 clusters Score -291331.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -291332.375000 Penalty: 1651.094116
	Iteration 56Q: 3 clusters Score -291332.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -291332.156250 Penalty: 1651.094116
	Iteration 57Q: 3 clusters Score -291332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -291332.937500 Penalty: 1651.094116
	Iteration 58Q: 3 clusters Score -291332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -291333.218750 Penalty: 1651.094116
	Iteration 59Q: 3 clusters Score -291333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -291333.406250 Penalty: 1651.094116
	Iteration 60F: 3 clusters Score -291333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -291333.750000 Penalty: 1651.094116
	Iteration 61Q: 3 clusters Score -291333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -291333.593750 Penalty: 1651.094116
	Iteration 62Q: 3 clusters Score -291333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -291334.031250 Penalty: 1651.094116
	Iteration 63Q: 3 clusters Score -291334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -291334.031250 Penalty: 1651.094116
	Iteration 64F: 3 clusters Score -291334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Entering Unmasked Estep 
Score: -2657686.000000 Penalty: 1014.136597
	Iteration 0F: 2 clusters Score -2657686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2628808.750000 Penalty: 2028.273193
	Iteration 0F: 3 clusters Score -2628809 nChanged 20471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2640950.000000 Penalty: 2028.273193
	Iteration 1F: 3 clusters Score -2640950 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2641905.750000 Penalty: 2028.273193
	Iteration 2Q: 3 clusters Score -2641906 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -2643557.000000 Penalty: 2028.273193
	Iteration 3F: 3 clusters Score -2643557 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -2646198.750000 Penalty: 2028.273193
	Iteration 4F: 3 clusters Score -2646199 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -2649585.500000 Penalty: 2028.273193
	Iteration 5F: 3 clusters Score -2649586 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -2652870.250000 Penalty: 2028.273193
	Iteration 6F: 3 clusters Score -2652870 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -2655049.750000 Penalty: 2028.273193
	Iteration 7F: 3 clusters Score -2655050 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -2656130.750000 Penalty: 2028.273193
	Iteration 8Q: 3 clusters Score -2656131 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -2656545.000000 Penalty: 2028.273193
	Iteration 9Q: 3 clusters Score -2656545 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -2656678.500000 Penalty: 2028.273193
	Iteration 10Q: 3 clusters Score -2656678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -2656719.500000 Penalty: 2028.273193
	Iteration 11Q: 3 clusters Score -2656720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -2656737.500000 Penalty: 2028.273193
	Iteration 12Q: 3 clusters Score -2656738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -2656743.000000 Penalty: 2028.273193
	Iteration 13Q: 3 clusters Score -2656743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -2656751.000000 Penalty: 2028.273193
	Iteration 14Q: 3 clusters Score -2656751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -2656765.750000 Penalty: 2028.273193
	Iteration 15Q: 3 clusters Score -2656766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -2656768.000000 Penalty: 2028.273193
	Iteration 16Q: 3 clusters Score -2656768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -2656768.000000 Penalty: 2028.273193
	Iteration 17Q: 3 clusters Score -2656768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -2656774.250000 Penalty: 2028.273193
	Iteration 18Q: 3 clusters Score -2656774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -2656774.000000 Penalty: 2028.273193
	Iteration 19Q: 3 clusters Score -2656774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -2656776.250000 Penalty: 2028.273193
	Iteration 20F: 3 clusters Score -2656776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -2656780.000000 Penalty: 2028.273193
	Iteration 21Q: 3 clusters Score -2656780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -2656783.750000 Penalty: 2028.273193
	Iteration 22Q: 3 clusters Score -2656784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -2656782.750000 Penalty: 2028.273193
	Iteration 23Q: 3 clusters Score -2656783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -2656782.750000 Penalty: 2028.273193
	Iteration 24F: 3 clusters Score -2656783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -82361.867188 Penalty: 696.263916
	Iteration 0F: 2 clusters Score -82361.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -80961.539062 Penalty: 1392.527832
	Iteration 0F: 3 clusters Score -80961.54 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -81362.304688 Penalty: 1392.527832
	Iteration 1F: 3 clusters Score -81362.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -81428.898438 Penalty: 1392.527832
	Iteration 2F: 3 clusters Score -81428.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -81469.531250 Penalty: 1392.527832
	Iteration 3Q: 3 clusters Score -81469.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -81492.687500 Penalty: 1392.527832
	Iteration 4Q: 3 clusters Score -81492.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -81504.976562 Penalty: 1392.527832
	Iteration 5Q: 3 clusters Score -81504.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -81514.617188 Penalty: 1392.527832
	Iteration 6Q: 3 clusters Score -81514.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -81529.976562 Penalty: 1392.527832
	Iteration 7Q: 3 clusters Score -81529.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -81537.656250 Penalty: 1392.527832
	Iteration 8Q: 3 clusters Score -81537.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -81546.562500 Penalty: 1392.527832
	Iteration 9Q: 3 clusters Score -81546.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -81555.859375 Penalty: 1392.527832
	Iteration 10Q: 3 clusters Score -81555.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -81565.078125 Penalty: 1392.527832
	Iteration 11Q: 3 clusters Score -81565.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -81573.593750 Penalty: 1392.527832
	Iteration 12Q: 3 clusters Score -81573.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -81578.062500 Penalty: 1392.527832
	Iteration 13Q: 3 clusters Score -81578.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -81579.984375 Penalty: 1392.527832
	Iteration 14Q: 3 clusters Score -81579.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -81584.375000 Penalty: 1392.527832
	Iteration 15Q: 3 clusters Score -81584.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -81588.601562 Penalty: 1392.527832
	Iteration 16Q: 3 clusters Score -81588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -81590.671875 Penalty: 1392.527832
	Iteration 17Q: 3 clusters Score -81590.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -81592.257812 Penalty: 1392.527832
	Iteration 18Q: 3 clusters Score -81592.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -81595.195312 Penalty: 1392.527832
	Iteration 19Q: 3 clusters Score -81595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -81597.484375 Penalty: 1392.527832
	Iteration 20F: 3 clusters Score -81597.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -81597.968750 Penalty: 1392.527832
	Iteration 21Q: 3 clusters Score -81597.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -81598.570312 Penalty: 1392.527832
	Iteration 22Q: 3 clusters Score -81598.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -81599.023438 Penalty: 1392.527832
	Iteration 23Q: 3 clusters Score -81599.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -81599.593750 Penalty: 1392.527832
	Iteration 24Q: 3 clusters Score -81599.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -81600.070312 Penalty: 1392.527832
	Iteration 25Q: 3 clusters Score -81600.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -81601.406250 Penalty: 1392.527832
	Iteration 26Q: 3 clusters Score -81601.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -81601.406250 Penalty: 1392.527832
	Iteration 27F: 3 clusters Score -81601.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -266312.875000 Penalty: 797.570312
	Iteration 0F: 2 clusters Score -266312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -263115.250000 Penalty: 1595.140625
	Iteration 0F: 3 clusters Score -263115.2 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -263998.718750 Penalty: 1595.140625
	Iteration 1F: 3 clusters Score -263998.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -264099.031250 Penalty: 1595.140625
	Iteration 2F: 3 clusters Score -264099 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -264176.531250 Penalty: 1595.140625
	Iteration 3Q: 3 clusters Score -264176.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -264239.500000 Penalty: 1595.140625
	Iteration 4Q: 3 clusters Score -264239.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -264282.281250 Penalty: 1595.140625
	Iteration 5Q: 3 clusters Score -264282.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -264316.500000 Penalty: 1595.140625
	Iteration 6Q: 3 clusters Score -264316.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -264347.187500 Penalty: 1595.140625
	Iteration 7Q: 3 clusters Score -264347.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -264374.906250 Penalty: 1595.140625
	Iteration 8Q: 3 clusters Score -264374.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -264395.843750 Penalty: 1595.140625
	Iteration 9Q: 3 clusters Score -264395.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -264409.187500 Penalty: 1595.140625
	Iteration 10Q: 3 clusters Score -264409.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -264425.500000 Penalty: 1595.140625
	Iteration 11Q: 3 clusters Score -264425.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -264438.968750 Penalty: 1595.140625
	Iteration 12Q: 3 clusters Score -264439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -264450.187500 Penalty: 1595.140625
	Iteration 13Q: 3 clusters Score -264450.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -264461.781250 Penalty: 1595.140625
	Iteration 14Q: 3 clusters Score -264461.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -264473.718750 Penalty: 1595.140625
	Iteration 15Q: 3 clusters Score -264473.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -264487.250000 Penalty: 1595.140625
	Iteration 16Q: 3 clusters Score -264487.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -264499.593750 Penalty: 1595.140625
	Iteration 17Q: 3 clusters Score -264499.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -264512.312500 Penalty: 1595.140625
	Iteration 18Q: 3 clusters Score -264512.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -264521.218750 Penalty: 1595.140625
	Iteration 19Q: 3 clusters Score -264521.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -264533.250000 Penalty: 1595.140625
	Iteration 20F: 3 clusters Score -264533.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -264545.187500 Penalty: 1595.140625
	Iteration 21Q: 3 clusters Score -264545.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -264562.000000 Penalty: 1595.140625
	Iteration 22Q: 3 clusters Score -264562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -264582.812500 Penalty: 1595.140625
	Iteration 23Q: 3 clusters Score -264582.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -264605.468750 Penalty: 1595.140625
	Iteration 24Q: 3 clusters Score -264605.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -264636.000000 Penalty: 1595.140625
	Iteration 25Q: 3 clusters Score -264636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -264666.718750 Penalty: 1595.140625
	Iteration 26Q: 3 clusters Score -264666.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -264706.156250 Penalty: 1595.140625
	Iteration 27Q: 3 clusters Score -264706.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -264773.968750 Penalty: 1595.140625
	Iteration 28Q: 3 clusters Score -264774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -264847.406250 Penalty: 1595.140625
	Iteration 29Q: 3 clusters Score -264847.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -264917.250000 Penalty: 1595.140625
	Iteration 30Q: 3 clusters Score -264917.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -264994.812500 Penalty: 1595.140625
	Iteration 31Q: 3 clusters Score -264994.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -265076.687500 Penalty: 1595.140625
	Iteration 32Q: 3 clusters Score -265076.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -265125.687500 Penalty: 1595.140625
	Iteration 33Q: 3 clusters Score -265125.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -265173.343750 Penalty: 1595.140625
	Iteration 34Q: 3 clusters Score -265173.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -265214.625000 Penalty: 1595.140625
	Iteration 35Q: 3 clusters Score -265214.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -265241.593750 Penalty: 1595.140625
	Iteration 36Q: 3 clusters Score -265241.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -265263.125000 Penalty: 1595.140625
	Iteration 37Q: 3 clusters Score -265263.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -265285.250000 Penalty: 1595.140625
	Iteration 38Q: 3 clusters Score -265285.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -265305.781250 Penalty: 1595.140625
	Iteration 39Q: 3 clusters Score -265305.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -265320.593750 Penalty: 1595.140625
	Iteration 40F: 3 clusters Score -265320.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -265337.125000 Penalty: 1595.140625
	Iteration 41Q: 3 clusters Score -265337.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -265353.125000 Penalty: 1595.140625
	Iteration 42Q: 3 clusters Score -265353.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -265373.156250 Penalty: 1595.140625
	Iteration 43Q: 3 clusters Score -265373.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -265390.937500 Penalty: 1595.140625
	Iteration 44Q: 3 clusters Score -265390.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -265414.093750 Penalty: 1595.140625
	Iteration 45Q: 3 clusters Score -265414.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -265433.156250 Penalty: 1595.140625
	Iteration 46Q: 3 clusters Score -265433.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -265450.468750 Penalty: 1595.140625
	Iteration 47Q: 3 clusters Score -265450.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -265468.156250 Penalty: 1595.140625
	Iteration 48Q: 3 clusters Score -265468.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -265480.281250 Penalty: 1595.140625
	Iteration 49Q: 3 clusters Score -265480.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -265491.062500 Penalty: 1595.140625
	Iteration 50Q: 3 clusters Score -265491.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -265502.500000 Penalty: 1595.140625
	Iteration 51Q: 3 clusters Score -265502.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -265512.437500 Penalty: 1595.140625
	Iteration 52Q: 3 clusters Score -265512.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -265525.343750 Penalty: 1595.140625
	Iteration 53Q: 3 clusters Score -265525.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -265545.843750 Penalty: 1595.140625
	Iteration 54Q: 3 clusters Score -265545.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -265558.500000 Penalty: 1595.140625
	Iteration 55Q: 3 clusters Score -265558.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -265570.937500 Penalty: 1595.140625
	Iteration 56Q: 3 clusters Score -265570.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -265584.125000 Penalty: 1595.140625
	Iteration 57Q: 3 clusters Score -265584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -265594.562500 Penalty: 1595.140625
	Iteration 58Q: 3 clusters Score -265594.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -265606.343750 Penalty: 1595.140625
	Iteration 59Q: 3 clusters Score -265606.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -265615.218750 Penalty: 1595.140625
	Iteration 60F: 3 clusters Score -265615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -265620.937500 Penalty: 1595.140625
	Iteration 61Q: 3 clusters Score -265620.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -265625.343750 Penalty: 1595.140625
	Iteration 62Q: 3 clusters Score -265625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -265627.468750 Penalty: 1595.140625
	Iteration 63Q: 3 clusters Score -265627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -265629.750000 Penalty: 1595.140625
	Iteration 64Q: 3 clusters Score -265629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -265631.062500 Penalty: 1595.140625
	Iteration 65Q: 3 clusters Score -265631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -265633.093750 Penalty: 1595.140625
	Iteration 66Q: 3 clusters Score -265633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -265633.093750 Penalty: 1595.140625
	Iteration 67F: 3 clusters Score -265633.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (127782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127782 members 
Entering Unmasked Estep 
Score: -6971299.000000 Penalty: 1117.017700
	Iteration 0F: 2 clusters Score -6971299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -6885431.500000 Penalty: 2234.035400
	Iteration 0F: 3 clusters Score -6885432 nChanged 61824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -6924151.000000 Penalty: 2234.035400
	Iteration 1F: 3 clusters Score -6924151 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -6926383.000000 Penalty: 2234.035400
	Iteration 2Q: 3 clusters Score -6926383 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -6928957.000000 Penalty: 2234.035400
	Iteration 3Q: 3 clusters Score -6928957 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -6931907.000000 Penalty: 2234.035400
	Iteration 4F: 3 clusters Score -6931907 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -6935241.500000 Penalty: 2234.035400
	Iteration 5F: 3 clusters Score -6935242 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -6939102.500000 Penalty: 2234.035400
	Iteration 6F: 3 clusters Score -6939102 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -6943214.500000 Penalty: 2234.035400
	Iteration 7F: 3 clusters Score -6943214 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -6946378.500000 Penalty: 2234.035400
	Iteration 8Q: 3 clusters Score -6946378 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -6948042.000000 Penalty: 2234.035400
	Iteration 9Q: 3 clusters Score -6948042 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -6948794.000000 Penalty: 2234.035400
	Iteration 10Q: 3 clusters Score -6948794 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -6949130.500000 Penalty: 2234.035400
	Iteration 11Q: 3 clusters Score -6949130 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -6949348.500000 Penalty: 2234.035400
	Iteration 12Q: 3 clusters Score -6949348 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -6949521.500000 Penalty: 2234.035400
	Iteration 13Q: 3 clusters Score -6949522 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -6949642.500000 Penalty: 2234.035400
	Iteration 14Q: 3 clusters Score -6949642 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -6949759.000000 Penalty: 2234.035400
	Iteration 15Q: 3 clusters Score -6949759 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -6949889.500000 Penalty: 2234.035400
	Iteration 16Q: 3 clusters Score -6949890 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -6950033.000000 Penalty: 2234.035400
	Iteration 17Q: 3 clusters Score -6950033 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -6950150.500000 Penalty: 2234.035400
	Iteration 18Q: 3 clusters Score -6950150 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -6950294.000000 Penalty: 2234.035400
	Iteration 19Q: 3 clusters Score -6950294 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -6950344.500000 Penalty: 2234.035400
	Iteration 20F: 3 clusters Score -6950344 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -6950458.500000 Penalty: 2234.035400
	Iteration 21Q: 3 clusters Score -6950458 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -6950531.500000 Penalty: 2234.035400
	Iteration 22Q: 3 clusters Score -6950532 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -6950588.000000 Penalty: 2234.035400
	Iteration 23Q: 3 clusters Score -6950588 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -6950725.500000 Penalty: 2234.035400
	Iteration 24Q: 3 clusters Score -6950726 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -6950832.000000 Penalty: 2234.035400
	Iteration 25Q: 3 clusters Score -6950832 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -6950903.000000 Penalty: 2234.035400
	Iteration 26Q: 3 clusters Score -6950903 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -6950966.000000 Penalty: 2234.035400
	Iteration 27Q: 3 clusters Score -6950966 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -6951059.500000 Penalty: 2234.035400
	Iteration 28Q: 3 clusters Score -6951060 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -6951127.500000 Penalty: 2234.035400
	Iteration 29Q: 3 clusters Score -6951128 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -6951182.000000 Penalty: 2234.035400
	Iteration 30Q: 3 clusters Score -6951182 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -6951275.000000 Penalty: 2234.035400
	Iteration 31Q: 3 clusters Score -6951275 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -6951356.000000 Penalty: 2234.035400
	Iteration 32Q: 3 clusters Score -6951356 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 70525 members 
Entering Unmasked Estep 
Score: -6951420.500000 Penalty: 2234.035400
	Iteration 33Q: 3 clusters Score -6951420 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -6951430.500000 Penalty: 2234.035400
	Iteration 34Q: 3 clusters Score -6951430 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -6951507.500000 Penalty: 2234.035400
	Iteration 35Q: 3 clusters Score -6951508 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -6951582.500000 Penalty: 2234.035400
	Iteration 36Q: 3 clusters Score -6951582 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -6951652.000000 Penalty: 2234.035400
	Iteration 37Q: 3 clusters Score -6951652 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -6951759.000000 Penalty: 2234.035400
	Iteration 38Q: 3 clusters Score -6951759 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -6951873.000000 Penalty: 2234.035400
	Iteration 39Q: 3 clusters Score -6951873 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -6951964.500000 Penalty: 2234.035400
	Iteration 40F: 3 clusters Score -6951964 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -6952077.500000 Penalty: 2234.035400
	Iteration 41Q: 3 clusters Score -6952078 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -6952237.500000 Penalty: 2234.035400
	Iteration 42Q: 3 clusters Score -6952238 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -6952407.000000 Penalty: 2234.035400
	Iteration 43Q: 3 clusters Score -6952407 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -6952580.500000 Penalty: 2234.035400
	Iteration 44Q: 3 clusters Score -6952580 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -6952730.000000 Penalty: 2234.035400
	Iteration 45Q: 3 clusters Score -6952730 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -6952954.000000 Penalty: 2234.035400
	Iteration 46Q: 3 clusters Score -6952954 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -6953181.500000 Penalty: 2234.035400
	Iteration 47Q: 3 clusters Score -6953182 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -6953438.000000 Penalty: 2234.035400
	Iteration 48Q: 3 clusters Score -6953438 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -6953705.500000 Penalty: 2234.035400
	Iteration 49Q: 3 clusters Score -6953706 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -6954136.000000 Penalty: 2234.035400
	Iteration 50Q: 3 clusters Score -6954136 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -6954426.000000 Penalty: 2234.035400
	Iteration 51Q: 3 clusters Score -6954426 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -6954954.000000 Penalty: 2234.035400
	Iteration 52Q: 3 clusters Score -6954954 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -6955530.000000 Penalty: 2234.035400
	Iteration 53Q: 3 clusters Score -6955530 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 97165 members 
Entering Unmasked Estep 
Score: -6956047.000000 Penalty: 2234.035400
	Iteration 54Q: 3 clusters Score -6956047 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -6956643.500000 Penalty: 2234.035400
	Iteration 55Q: 3 clusters Score -6956644 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -6957330.000000 Penalty: 2234.035400
	Iteration 56Q: 3 clusters Score -6957330 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 103702 members 
Entering Unmasked Estep 
Score: -6958148.000000 Penalty: 2234.035400
	Iteration 57Q: 3 clusters Score -6958148 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -6959075.000000 Penalty: 2234.035400
	Iteration 58Q: 3 clusters Score -6959075 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 108401 members 
Entering Unmasked Estep 
Score: -6960047.500000 Penalty: 2234.035400
	Iteration 59Q: 3 clusters Score -6960048 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -6961024.000000 Penalty: 2234.035400
	Iteration 60F: 3 clusters Score -6961024 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -6962019.000000 Penalty: 2234.035400
	Iteration 61Q: 3 clusters Score -6962019 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -6963096.500000 Penalty: 2234.035400
	Iteration 62Q: 3 clusters Score -6963096 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -6964074.000000 Penalty: 2234.035400
	Iteration 63Q: 3 clusters Score -6964074 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 118994 members 
Entering Unmasked Estep 
Score: -6965066.500000 Penalty: 2234.035400
	Iteration 64Q: 3 clusters Score -6965066 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 120795 members 
Entering Unmasked Estep 
Score: -6966091.000000 Penalty: 2234.035400
	Iteration 65Q: 3 clusters Score -6966091 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 122401 members 
Entering Unmasked Estep 
Score: -6967124.000000 Penalty: 2234.035400
	Iteration 66Q: 3 clusters Score -6967124 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 123793 members 
Entering Unmasked Estep 
Score: -6967979.500000 Penalty: 2234.035400
	Iteration 67Q: 3 clusters Score -6967980 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 124947 members 
Entering Unmasked Estep 
Score: -6968726.000000 Penalty: 2234.035400
	Iteration 68Q: 3 clusters Score -6968726 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -6969251.500000 Penalty: 2234.035400
	Iteration 69Q: 3 clusters Score -6969252 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 126439 members 
Entering Unmasked Estep 
Score: -6969704.000000 Penalty: 2234.035400
	Iteration 70Q: 3 clusters Score -6969704 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 126839 members 
Entering Unmasked Estep 
Score: -6969998.500000 Penalty: 2234.035400
	Iteration 71Q: 3 clusters Score -6969998 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 127072 members 
Entering Unmasked Estep 
Score: -6970179.500000 Penalty: 2234.035400
	Iteration 72Q: 3 clusters Score -6970180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 127191 members 
Entering Unmasked Estep 
Score: -6970272.500000 Penalty: 2234.035400
	Iteration 73Q: 3 clusters Score -6970272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 127255 members 
Entering Unmasked Estep 
Score: -6970324.000000 Penalty: 2234.035400
	Iteration 74Q: 3 clusters Score -6970324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 127298 members 
Entering Unmasked Estep 
Score: -6970372.500000 Penalty: 2234.035400
	Iteration 75Q: 3 clusters Score -6970372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 127335 members 
Entering Unmasked Estep 
Score: -6970423.500000 Penalty: 2234.035400
	Iteration 76Q: 3 clusters Score -6970424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 127354 members 
Entering Unmasked Estep 
Score: -6970461.000000 Penalty: 2234.035400
	Iteration 77Q: 3 clusters Score -6970461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 127361 members 
Entering Unmasked Estep 
Score: -6970466.000000 Penalty: 2234.035400
	Iteration 78Q: 3 clusters Score -6970466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 127360 members 
Entering Unmasked Estep 
Score: -6970474.000000 Penalty: 2234.035400
	Iteration 79Q: 3 clusters Score -6970474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 127366 members 
Entering Unmasked Estep 
Score: -6970482.500000 Penalty: 2234.035400
	Iteration 80F: 3 clusters Score -6970482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -6970503.500000 Penalty: 2234.035400
	Iteration 81Q: 3 clusters Score -6970504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 127375 members 
Entering Unmasked Estep 
Score: -6970511.000000 Penalty: 2234.035400
	Iteration 82Q: 3 clusters Score -6970511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 127377 members 
Entering Unmasked Estep 
Score: -6970517.000000 Penalty: 2234.035400
	Iteration 83Q: 3 clusters Score -6970517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -6970519.500000 Penalty: 2234.035400
	Iteration 84Q: 3 clusters Score -6970520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 127383 members 
Entering Unmasked Estep 
Score: -6970520.500000 Penalty: 2234.035400
	Iteration 85Q: 3 clusters Score -6970520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 127386 members 
Entering Unmasked Estep 
Score: -6970532.000000 Penalty: 2234.035400
	Iteration 86Q: 3 clusters Score -6970532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 127386 members 
Entering Unmasked Estep 
Score: -6970528.500000 Penalty: 2234.035400
	Iteration 87Q: 3 clusters Score -6970528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127384 members 
Entering Unmasked Estep 
Score: -6970526.500000 Penalty: 2234.035400
	Iteration 88Q: 3 clusters Score -6970526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127384 members 
Entering Unmasked Estep 
Score: -6970526.500000 Penalty: 2234.035400
	Iteration 89F: 3 clusters Score -6970526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Entering Unmasked Estep 
Score: -4072050.500000 Penalty: 1066.538696
	Iteration 0F: 2 clusters Score -4072050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4022045.250000 Penalty: 2133.077393
	Iteration 0F: 3 clusters Score -4022045 nChanged 35952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -4043962.750000 Penalty: 2133.077393
	Iteration 1F: 3 clusters Score -4043963 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -4045723.750000 Penalty: 2133.077393
	Iteration 2F: 3 clusters Score -4045724 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -4048363.000000 Penalty: 2133.077393
	Iteration 3F: 3 clusters Score -4048363 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -4051757.000000 Penalty: 2133.077393
	Iteration 4F: 3 clusters Score -4051757 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -4055815.750000 Penalty: 2133.077393
	Iteration 5F: 3 clusters Score -4055816 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -4060153.250000 Penalty: 2133.077393
	Iteration 6F: 3 clusters Score -4060153 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -4063990.750000 Penalty: 2133.077393
	Iteration 7F: 3 clusters Score -4063991 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -4066917.000000 Penalty: 2133.077393
	Iteration 8Q: 3 clusters Score -4066917 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -4068767.500000 Penalty: 2133.077393
	Iteration 9Q: 3 clusters Score -4068768 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -4069835.750000 Penalty: 2133.077393
	Iteration 10Q: 3 clusters Score -4069836 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -4070510.000000 Penalty: 2133.077393
	Iteration 11Q: 3 clusters Score -4070510 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -4070836.500000 Penalty: 2133.077393
	Iteration 12Q: 3 clusters Score -4070836 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -4071001.750000 Penalty: 2133.077393
	Iteration 13Q: 3 clusters Score -4071002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -4071131.250000 Penalty: 2133.077393
	Iteration 14Q: 3 clusters Score -4071131 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -4071201.000000 Penalty: 2133.077393
	Iteration 15Q: 3 clusters Score -4071201 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -4071264.500000 Penalty: 2133.077393
	Iteration 16Q: 3 clusters Score -4071264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -4071314.500000 Penalty: 2133.077393
	Iteration 17Q: 3 clusters Score -4071314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -4071361.750000 Penalty: 2133.077393
	Iteration 18Q: 3 clusters Score -4071362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -4071397.250000 Penalty: 2133.077393
	Iteration 19Q: 3 clusters Score -4071397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -4071435.750000 Penalty: 2133.077393
	Iteration 20F: 3 clusters Score -4071436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -4071471.500000 Penalty: 2133.077393
	Iteration 21Q: 3 clusters Score -4071472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -4071504.250000 Penalty: 2133.077393
	Iteration 22Q: 3 clusters Score -4071504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -4071545.000000 Penalty: 2133.077393
	Iteration 23Q: 3 clusters Score -4071545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -4071566.000000 Penalty: 2133.077393
	Iteration 24Q: 3 clusters Score -4071566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -4071579.000000 Penalty: 2133.077393
	Iteration 25Q: 3 clusters Score -4071579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -4071595.750000 Penalty: 2133.077393
	Iteration 26Q: 3 clusters Score -4071596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -4071609.250000 Penalty: 2133.077393
	Iteration 27Q: 3 clusters Score -4071609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -4071616.000000 Penalty: 2133.077393
	Iteration 28Q: 3 clusters Score -4071616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -4071626.250000 Penalty: 2133.077393
	Iteration 29Q: 3 clusters Score -4071626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -4071632.250000 Penalty: 2133.077393
	Iteration 30Q: 3 clusters Score -4071632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -4071630.500000 Penalty: 2133.077393
	Iteration 31Q: 3 clusters Score -4071630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -4071632.250000 Penalty: 2133.077393
	Iteration 32Q: 3 clusters Score -4071632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -4071633.250000 Penalty: 2133.077393
	Iteration 33Q: 3 clusters Score -4071633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -4071632.750000 Penalty: 2133.077393
	Iteration 34Q: 3 clusters Score -4071633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -4071638.000000 Penalty: 2133.077393
	Iteration 35Q: 3 clusters Score -4071638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -4071636.000000 Penalty: 2133.077393
	Iteration 36Q: 3 clusters Score -4071636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -4071635.750000 Penalty: 2133.077393
	Iteration 37Q: 3 clusters Score -4071636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -4071636.000000 Penalty: 2133.077393
	Iteration 38Q: 3 clusters Score -4071636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -4071637.250000 Penalty: 2133.077393
	Iteration 39Q: 3 clusters Score -4071637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -4071637.750000 Penalty: 2133.077393
	Iteration 40F: 3 clusters Score -4071638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -4071641.250000 Penalty: 2133.077393
	Iteration 41Q: 3 clusters Score -4071641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -4071642.750000 Penalty: 2133.077393
	Iteration 42Q: 3 clusters Score -4071643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -4071643.250000 Penalty: 2133.077393
	Iteration 43Q: 3 clusters Score -4071643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -4071645.750000 Penalty: 2133.077393
	Iteration 44Q: 3 clusters Score -4071646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -4071644.750000 Penalty: 2133.077393
	Iteration 45Q: 3 clusters Score -4071645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -4071648.250000 Penalty: 2133.077393
	Iteration 46Q: 3 clusters Score -4071648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -4071653.500000 Penalty: 2133.077393
	Iteration 47Q: 3 clusters Score -4071654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -4071651.750000 Penalty: 2133.077393
	Iteration 48Q: 3 clusters Score -4071652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -4071653.250000 Penalty: 2133.077393
	Iteration 49Q: 3 clusters Score -4071653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -4071655.500000 Penalty: 2133.077393
	Iteration 50Q: 3 clusters Score -4071656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -4071658.500000 Penalty: 2133.077393
	Iteration 51Q: 3 clusters Score -4071658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -4071657.000000 Penalty: 2133.077393
	Iteration 52Q: 3 clusters Score -4071657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -4071654.250000 Penalty: 2133.077393
	Iteration 53Q: 3 clusters Score -4071654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -4071656.000000 Penalty: 2133.077393
	Iteration 54Q: 3 clusters Score -4071656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -4071659.000000 Penalty: 2133.077393
	Iteration 55Q: 3 clusters Score -4071659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -4071659.750000 Penalty: 2133.077393
	Iteration 56Q: 3 clusters Score -4071660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -4071660.000000 Penalty: 2133.077393
	Iteration 57Q: 3 clusters Score -4071660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -4071660.750000 Penalty: 2133.077393
	Iteration 58Q: 3 clusters Score -4071661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -4071661.000000 Penalty: 2133.077393
	Iteration 59Q: 3 clusters Score -4071661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -4071663.750000 Penalty: 2133.077393
	Iteration 60F: 3 clusters Score -4071664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -4071665.500000 Penalty: 2133.077393
	Iteration 61Q: 3 clusters Score -4071666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -4071664.000000 Penalty: 2133.077393
	Iteration 62Q: 3 clusters Score -4071664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -4071664.000000 Penalty: 2133.077393
	Iteration 63F: 3 clusters Score -4071664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -121611.812500 Penalty: 743.928162
	Iteration 0F: 2 clusters Score -121611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -119590.835938 Penalty: 1487.856323
	Iteration 0F: 3 clusters Score -119590.8 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -120188.593750 Penalty: 1487.856323
	Iteration 1F: 3 clusters Score -120188.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -120374.062500 Penalty: 1487.856323
	Iteration 2F: 3 clusters Score -120374.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -120547.023438 Penalty: 1487.856323
	Iteration 3F: 3 clusters Score -120547 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -120696.914062 Penalty: 1487.856323
	Iteration 4F: 3 clusters Score -120696.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -120823.203125 Penalty: 1487.856323
	Iteration 5F: 3 clusters Score -120823.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -120949.968750 Penalty: 1487.856323
	Iteration 6Q: 3 clusters Score -120950 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -121043.398438 Penalty: 1487.856323
	Iteration 7Q: 3 clusters Score -121043.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -121117.179688 Penalty: 1487.856323
	Iteration 8Q: 3 clusters Score -121117.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -121166.875000 Penalty: 1487.856323
	Iteration 9Q: 3 clusters Score -121166.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -121206.898438 Penalty: 1487.856323
	Iteration 10Q: 3 clusters Score -121206.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -121232.164062 Penalty: 1487.856323
	Iteration 11Q: 3 clusters Score -121232.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -121249.953125 Penalty: 1487.856323
	Iteration 12Q: 3 clusters Score -121250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -121260.742188 Penalty: 1487.856323
	Iteration 13Q: 3 clusters Score -121260.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -121271.070312 Penalty: 1487.856323
	Iteration 14Q: 3 clusters Score -121271.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -121276.960938 Penalty: 1487.856323
	Iteration 15Q: 3 clusters Score -121277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -121283.046875 Penalty: 1487.856323
	Iteration 16Q: 3 clusters Score -121283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -121289.187500 Penalty: 1487.856323
	Iteration 17Q: 3 clusters Score -121289.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -121293.531250 Penalty: 1487.856323
	Iteration 18Q: 3 clusters Score -121293.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -121296.109375 Penalty: 1487.856323
	Iteration 19Q: 3 clusters Score -121296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -121299.062500 Penalty: 1487.856323
	Iteration 20F: 3 clusters Score -121299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -121300.179688 Penalty: 1487.856323
	Iteration 21Q: 3 clusters Score -121300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -121300.820312 Penalty: 1487.856323
	Iteration 22Q: 3 clusters Score -121300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -121300.890625 Penalty: 1487.856323
	Iteration 23Q: 3 clusters Score -121300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -121300.890625 Penalty: 1487.856323
	Iteration 24F: 3 clusters Score -121300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -172120.015625 Penalty: 762.610229
	Iteration 0F: 2 clusters Score -172120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -169714.921875 Penalty: 1525.220459
	Iteration 0F: 3 clusters Score -169714.9 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -170448.609375 Penalty: 1525.220459
	Iteration 1F: 3 clusters Score -170448.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -170578.875000 Penalty: 1525.220459
	Iteration 2F: 3 clusters Score -170578.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -170685.187500 Penalty: 1525.220459
	Iteration 3F: 3 clusters Score -170685.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -170778.078125 Penalty: 1525.220459
	Iteration 4Q: 3 clusters Score -170778.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -170848.421875 Penalty: 1525.220459
	Iteration 5Q: 3 clusters Score -170848.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -170922.578125 Penalty: 1525.220459
	Iteration 6Q: 3 clusters Score -170922.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -170996.078125 Penalty: 1525.220459
	Iteration 7Q: 3 clusters Score -170996.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -171049.109375 Penalty: 1525.220459
	Iteration 8Q: 3 clusters Score -171049.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -171096.875000 Penalty: 1525.220459
	Iteration 9Q: 3 clusters Score -171096.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -171131.765625 Penalty: 1525.220459
	Iteration 10Q: 3 clusters Score -171131.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -171162.468750 Penalty: 1525.220459
	Iteration 11Q: 3 clusters Score -171162.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -171183.875000 Penalty: 1525.220459
	Iteration 12Q: 3 clusters Score -171183.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -171206.687500 Penalty: 1525.220459
	Iteration 13Q: 3 clusters Score -171206.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -171229.656250 Penalty: 1525.220459
	Iteration 14Q: 3 clusters Score -171229.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -171250.968750 Penalty: 1525.220459
	Iteration 15Q: 3 clusters Score -171251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -171272.531250 Penalty: 1525.220459
	Iteration 16Q: 3 clusters Score -171272.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -171301.109375 Penalty: 1525.220459
	Iteration 17Q: 3 clusters Score -171301.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -171330.218750 Penalty: 1525.220459
	Iteration 18Q: 3 clusters Score -171330.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -171357.406250 Penalty: 1525.220459
	Iteration 19Q: 3 clusters Score -171357.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -171378.671875 Penalty: 1525.220459
	Iteration 20F: 3 clusters Score -171378.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -171390.140625 Penalty: 1525.220459
	Iteration 21Q: 3 clusters Score -171390.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -171400.062500 Penalty: 1525.220459
	Iteration 22Q: 3 clusters Score -171400.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -171408.406250 Penalty: 1525.220459
	Iteration 23Q: 3 clusters Score -171408.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -171417.843750 Penalty: 1525.220459
	Iteration 24Q: 3 clusters Score -171417.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -171424.078125 Penalty: 1525.220459
	Iteration 25Q: 3 clusters Score -171424.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -171426.640625 Penalty: 1525.220459
	Iteration 26Q: 3 clusters Score -171426.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -171429.500000 Penalty: 1525.220459
	Iteration 27Q: 3 clusters Score -171429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -171431.296875 Penalty: 1525.220459
	Iteration 28Q: 3 clusters Score -171431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -171432.953125 Penalty: 1525.220459
	Iteration 29Q: 3 clusters Score -171433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -171434.015625 Penalty: 1525.220459
	Iteration 30Q: 3 clusters Score -171434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -171435.265625 Penalty: 1525.220459
	Iteration 31Q: 3 clusters Score -171435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -171435.781250 Penalty: 1525.220459
	Iteration 32Q: 3 clusters Score -171435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -171436.984375 Penalty: 1525.220459
	Iteration 33Q: 3 clusters Score -171437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -171437.953125 Penalty: 1525.220459
	Iteration 34Q: 3 clusters Score -171438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -171439.421875 Penalty: 1525.220459
	Iteration 35Q: 3 clusters Score -171439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -171440.515625 Penalty: 1525.220459
	Iteration 36Q: 3 clusters Score -171440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -171442.062500 Penalty: 1525.220459
	Iteration 37Q: 3 clusters Score -171442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -171443.453125 Penalty: 1525.220459
	Iteration 38Q: 3 clusters Score -171443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -171445.109375 Penalty: 1525.220459
	Iteration 39Q: 3 clusters Score -171445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -171446.015625 Penalty: 1525.220459
	Iteration 40F: 3 clusters Score -171446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -171448.218750 Penalty: 1525.220459
	Iteration 41Q: 3 clusters Score -171448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -171449.109375 Penalty: 1525.220459
	Iteration 42Q: 3 clusters Score -171449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -171450.671875 Penalty: 1525.220459
	Iteration 43Q: 3 clusters Score -171450.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -171453.031250 Penalty: 1525.220459
	Iteration 44Q: 3 clusters Score -171453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -171456.390625 Penalty: 1525.220459
	Iteration 45Q: 3 clusters Score -171456.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -171460.046875 Penalty: 1525.220459
	Iteration 46Q: 3 clusters Score -171460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -171464.531250 Penalty: 1525.220459
	Iteration 47Q: 3 clusters Score -171464.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -171468.859375 Penalty: 1525.220459
	Iteration 48Q: 3 clusters Score -171468.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -171472.093750 Penalty: 1525.220459
	Iteration 49Q: 3 clusters Score -171472.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -171476.968750 Penalty: 1525.220459
	Iteration 50Q: 3 clusters Score -171477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -171490.578125 Penalty: 1525.220459
	Iteration 51Q: 3 clusters Score -171490.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -171510.281250 Penalty: 1525.220459
	Iteration 52Q: 3 clusters Score -171510.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -171523.062500 Penalty: 1525.220459
	Iteration 53Q: 3 clusters Score -171523.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -171539.343750 Penalty: 1525.220459
	Iteration 54Q: 3 clusters Score -171539.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -171554.953125 Penalty: 1525.220459
	Iteration 55Q: 3 clusters Score -171555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -171571.203125 Penalty: 1525.220459
	Iteration 56Q: 3 clusters Score -171571.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -171591.062500 Penalty: 1525.220459
	Iteration 57Q: 3 clusters Score -171591.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -171608.187500 Penalty: 1525.220459
	Iteration 58Q: 3 clusters Score -171608.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -171625.515625 Penalty: 1525.220459
	Iteration 59Q: 3 clusters Score -171625.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -171637.031250 Penalty: 1525.220459
	Iteration 60F: 3 clusters Score -171637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -171651.625000 Penalty: 1525.220459
	Iteration 61Q: 3 clusters Score -171651.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -171663.453125 Penalty: 1525.220459
	Iteration 62Q: 3 clusters Score -171663.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -171670.609375 Penalty: 1525.220459
	Iteration 63Q: 3 clusters Score -171670.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -171678.296875 Penalty: 1525.220459
	Iteration 64Q: 3 clusters Score -171678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -171682.500000 Penalty: 1525.220459
	Iteration 65Q: 3 clusters Score -171682.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -171687.828125 Penalty: 1525.220459
	Iteration 66Q: 3 clusters Score -171687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -171691.421875 Penalty: 1525.220459
	Iteration 67Q: 3 clusters Score -171691.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -171698.187500 Penalty: 1525.220459
	Iteration 68Q: 3 clusters Score -171698.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -171706.140625 Penalty: 1525.220459
	Iteration 69Q: 3 clusters Score -171706.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -171710.234375 Penalty: 1525.220459
	Iteration 70Q: 3 clusters Score -171710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -171713.734375 Penalty: 1525.220459
	Iteration 71Q: 3 clusters Score -171713.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -171718.140625 Penalty: 1525.220459
	Iteration 72Q: 3 clusters Score -171718.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -171721.546875 Penalty: 1525.220459
	Iteration 73Q: 3 clusters Score -171721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -171723.734375 Penalty: 1525.220459
	Iteration 74Q: 3 clusters Score -171723.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -171726.781250 Penalty: 1525.220459
	Iteration 75Q: 3 clusters Score -171726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -171730.125000 Penalty: 1525.220459
	Iteration 76Q: 3 clusters Score -171730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -171732.515625 Penalty: 1525.220459
	Iteration 77Q: 3 clusters Score -171732.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -171734.625000 Penalty: 1525.220459
	Iteration 78Q: 3 clusters Score -171734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -171735.437500 Penalty: 1525.220459
	Iteration 79Q: 3 clusters Score -171735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -171736.203125 Penalty: 1525.220459
	Iteration 80F: 3 clusters Score -171736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -171737.625000 Penalty: 1525.220459
	Iteration 81Q: 3 clusters Score -171737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -171738.265625 Penalty: 1525.220459
	Iteration 82Q: 3 clusters Score -171738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -171738.468750 Penalty: 1525.220459
	Iteration 83Q: 3 clusters Score -171738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -171738.359375 Penalty: 1525.220459
	Iteration 84Q: 3 clusters Score -171738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -171738.359375 Penalty: 1525.220459
	Iteration 85F: 3 clusters Score -171738.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -85061.828125 Penalty: 717.312805
	Iteration 0F: 2 clusters Score -85061.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -83467.929688 Penalty: 1434.625610
	Iteration 0F: 3 clusters Score -83467.93 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -84097.289062 Penalty: 1434.625610
	Iteration 1F: 3 clusters Score -84097.29 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -84324.148438 Penalty: 1434.625610
	Iteration 2F: 3 clusters Score -84324.15 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -84491.882812 Penalty: 1434.625610
	Iteration 3F: 3 clusters Score -84491.88 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -84642.843750 Penalty: 1434.625610
	Iteration 4F: 3 clusters Score -84642.84 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -84792.234375 Penalty: 1434.625610
	Iteration 5F: 3 clusters Score -84792.23 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -84873.703125 Penalty: 1434.625610
	Iteration 6F: 3 clusters Score -84873.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -84902.593750 Penalty: 1434.625610
	Iteration 7Q: 3 clusters Score -84902.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -84917.851562 Penalty: 1434.625610
	Iteration 8Q: 3 clusters Score -84917.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -84930.039062 Penalty: 1434.625610
	Iteration 9Q: 3 clusters Score -84930.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -84935.515625 Penalty: 1434.625610
	Iteration 10Q: 3 clusters Score -84935.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -84938.875000 Penalty: 1434.625610
	Iteration 11Q: 3 clusters Score -84938.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -84940.101562 Penalty: 1434.625610
	Iteration 12Q: 3 clusters Score -84940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -84941.226562 Penalty: 1434.625610
	Iteration 13Q: 3 clusters Score -84941.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -84941.921875 Penalty: 1434.625610
	Iteration 14Q: 3 clusters Score -84941.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -84942.148438 Penalty: 1434.625610
	Iteration 15Q: 3 clusters Score -84942.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -84943.468750 Penalty: 1434.625610
	Iteration 16Q: 3 clusters Score -84943.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -84943.593750 Penalty: 1434.625610
	Iteration 17Q: 3 clusters Score -84943.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -84944.210938 Penalty: 1434.625610
	Iteration 18Q: 3 clusters Score -84944.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -84946.546875 Penalty: 1434.625610
	Iteration 19Q: 3 clusters Score -84946.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -84950.132812 Penalty: 1434.625610
	Iteration 20F: 3 clusters Score -84950.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -84952.750000 Penalty: 1434.625610
	Iteration 21Q: 3 clusters Score -84952.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -84952.929688 Penalty: 1434.625610
	Iteration 22Q: 3 clusters Score -84952.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -84953.976562 Penalty: 1434.625610
	Iteration 23Q: 3 clusters Score -84953.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -84955.187500 Penalty: 1434.625610
	Iteration 24Q: 3 clusters Score -84955.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -84955.226562 Penalty: 1434.625610
	Iteration 25Q: 3 clusters Score -84955.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -84955.226562 Penalty: 1434.625610
	Iteration 26F: 3 clusters Score -84955.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Entering Unmasked Estep 
Score: -1368332.125000 Penalty: 963.481750
	Iteration 0F: 2 clusters Score -1368332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1351500.750000 Penalty: 1926.963501
	Iteration 0F: 3 clusters Score -1351501 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1358272.250000 Penalty: 1926.963501
	Iteration 1F: 3 clusters Score -1358272 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1358763.875000 Penalty: 1926.963501
	Iteration 2Q: 3 clusters Score -1358764 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1359387.000000 Penalty: 1926.963501
	Iteration 3F: 3 clusters Score -1359387 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1360235.250000 Penalty: 1926.963501
	Iteration 4F: 3 clusters Score -1360235 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1361243.625000 Penalty: 1926.963501
	Iteration 5F: 3 clusters Score -1361244 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1362270.250000 Penalty: 1926.963501
	Iteration 6F: 3 clusters Score -1362270 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1363253.000000 Penalty: 1926.963501
	Iteration 7F: 3 clusters Score -1363253 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1364135.250000 Penalty: 1926.963501
	Iteration 8F: 3 clusters Score -1364135 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1364929.000000 Penalty: 1926.963501
	Iteration 9Q: 3 clusters Score -1364929 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1365492.125000 Penalty: 1926.963501
	Iteration 10Q: 3 clusters Score -1365492 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1365887.250000 Penalty: 1926.963501
	Iteration 11Q: 3 clusters Score -1365887 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1366204.125000 Penalty: 1926.963501
	Iteration 12Q: 3 clusters Score -1366204 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1366521.625000 Penalty: 1926.963501
	Iteration 13Q: 3 clusters Score -1366522 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1366843.625000 Penalty: 1926.963501
	Iteration 14Q: 3 clusters Score -1366844 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1367069.375000 Penalty: 1926.963501
	Iteration 15Q: 3 clusters Score -1367069 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1367196.375000 Penalty: 1926.963501
	Iteration 16Q: 3 clusters Score -1367196 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1367262.125000 Penalty: 1926.963501
	Iteration 17Q: 3 clusters Score -1367262 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1367303.750000 Penalty: 1926.963501
	Iteration 18Q: 3 clusters Score -1367304 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1367316.250000 Penalty: 1926.963501
	Iteration 19Q: 3 clusters Score -1367316 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1367338.750000 Penalty: 1926.963501
	Iteration 20F: 3 clusters Score -1367339 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1367351.875000 Penalty: 1926.963501
	Iteration 21Q: 3 clusters Score -1367352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1367359.375000 Penalty: 1926.963501
	Iteration 22Q: 3 clusters Score -1367359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1367368.000000 Penalty: 1926.963501
	Iteration 23Q: 3 clusters Score -1367368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1367371.125000 Penalty: 1926.963501
	Iteration 24Q: 3 clusters Score -1367371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1367376.000000 Penalty: 1926.963501
	Iteration 25Q: 3 clusters Score -1367376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1367376.000000 Penalty: 1926.963501
	Iteration 26Q: 3 clusters Score -1367376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1367378.875000 Penalty: 1926.963501
	Iteration 27Q: 3 clusters Score -1367379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1367379.375000 Penalty: 1926.963501
	Iteration 28Q: 3 clusters Score -1367379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1367379.500000 Penalty: 1926.963501
	Iteration 29Q: 3 clusters Score -1367380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1367383.875000 Penalty: 1926.963501
	Iteration 30Q: 3 clusters Score -1367384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1367383.875000 Penalty: 1926.963501
	Iteration 31Q: 3 clusters Score -1367384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1367383.750000 Penalty: 1926.963501
	Iteration 32Q: 3 clusters Score -1367384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1367381.375000 Penalty: 1926.963501
	Iteration 33Q: 3 clusters Score -1367381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1367385.250000 Penalty: 1926.963501
	Iteration 34Q: 3 clusters Score -1367385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1367383.750000 Penalty: 1926.963501
	Iteration 35Q: 3 clusters Score -1367384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1367387.000000 Penalty: 1926.963501
	Iteration 36Q: 3 clusters Score -1367387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1367385.750000 Penalty: 1926.963501
	Iteration 37Q: 3 clusters Score -1367386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1367385.750000 Penalty: 1926.963501
	Iteration 38F: 3 clusters Score -1367386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Entering Unmasked Estep 
Score: -824054.937500 Penalty: 909.213501
	Iteration 0F: 2 clusters Score -824054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -814343.312500 Penalty: 1818.427002
	Iteration 0F: 3 clusters Score -814343.3 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -817940.062500 Penalty: 1818.427002
	Iteration 1F: 3 clusters Score -817940.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -818158.000000 Penalty: 1818.427002
	Iteration 2Q: 3 clusters Score -818158 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -818382.062500 Penalty: 1818.427002
	Iteration 3Q: 3 clusters Score -818382.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -818642.562500 Penalty: 1818.427002
	Iteration 4Q: 3 clusters Score -818642.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -818949.000000 Penalty: 1818.427002
	Iteration 5Q: 3 clusters Score -818949 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -819338.750000 Penalty: 1818.427002
	Iteration 6F: 3 clusters Score -819338.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -819845.375000 Penalty: 1818.427002
	Iteration 7F: 3 clusters Score -819845.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -820401.500000 Penalty: 1818.427002
	Iteration 8F: 3 clusters Score -820401.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -820982.437500 Penalty: 1818.427002
	Iteration 9Q: 3 clusters Score -820982.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -821597.000000 Penalty: 1818.427002
	Iteration 10Q: 3 clusters Score -821597 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -822155.312500 Penalty: 1818.427002
	Iteration 11Q: 3 clusters Score -822155.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -822521.250000 Penalty: 1818.427002
	Iteration 12Q: 3 clusters Score -822521.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -822716.375000 Penalty: 1818.427002
	Iteration 13Q: 3 clusters Score -822716.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -822820.812500 Penalty: 1818.427002
	Iteration 14Q: 3 clusters Score -822820.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -822877.687500 Penalty: 1818.427002
	Iteration 15Q: 3 clusters Score -822877.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -822922.687500 Penalty: 1818.427002
	Iteration 16Q: 3 clusters Score -822922.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -822957.062500 Penalty: 1818.427002
	Iteration 17Q: 3 clusters Score -822957.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -822989.562500 Penalty: 1818.427002
	Iteration 18Q: 3 clusters Score -822989.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -823025.875000 Penalty: 1818.427002
	Iteration 19Q: 3 clusters Score -823025.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -823043.062500 Penalty: 1818.427002
	Iteration 20F: 3 clusters Score -823043.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -823051.500000 Penalty: 1818.427002
	Iteration 21Q: 3 clusters Score -823051.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -823062.500000 Penalty: 1818.427002
	Iteration 22Q: 3 clusters Score -823062.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -823076.500000 Penalty: 1818.427002
	Iteration 23Q: 3 clusters Score -823076.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -823079.625000 Penalty: 1818.427002
	Iteration 24Q: 3 clusters Score -823079.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -823085.125000 Penalty: 1818.427002
	Iteration 25Q: 3 clusters Score -823085.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -823093.000000 Penalty: 1818.427002
	Iteration 26Q: 3 clusters Score -823093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -823100.250000 Penalty: 1818.427002
	Iteration 27Q: 3 clusters Score -823100.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -823102.937500 Penalty: 1818.427002
	Iteration 28Q: 3 clusters Score -823102.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -823106.750000 Penalty: 1818.427002
	Iteration 29Q: 3 clusters Score -823106.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -823109.250000 Penalty: 1818.427002
	Iteration 30Q: 3 clusters Score -823109.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -823110.437500 Penalty: 1818.427002
	Iteration 31Q: 3 clusters Score -823110.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -823115.000000 Penalty: 1818.427002
	Iteration 32Q: 3 clusters Score -823115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -823118.937500 Penalty: 1818.427002
	Iteration 33Q: 3 clusters Score -823118.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -823120.812500 Penalty: 1818.427002
	Iteration 34Q: 3 clusters Score -823120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -823123.125000 Penalty: 1818.427002
	Iteration 35Q: 3 clusters Score -823123.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -823127.187500 Penalty: 1818.427002
	Iteration 36Q: 3 clusters Score -823127.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -823129.000000 Penalty: 1818.427002
	Iteration 37Q: 3 clusters Score -823129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -823131.000000 Penalty: 1818.427002
	Iteration 38Q: 3 clusters Score -823131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -823133.500000 Penalty: 1818.427002
	Iteration 39Q: 3 clusters Score -823133.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -823136.750000 Penalty: 1818.427002
	Iteration 40F: 3 clusters Score -823136.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -823140.187500 Penalty: 1818.427002
	Iteration 41Q: 3 clusters Score -823140.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -823144.937500 Penalty: 1818.427002
	Iteration 42Q: 3 clusters Score -823144.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -823147.625000 Penalty: 1818.427002
	Iteration 43Q: 3 clusters Score -823147.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -823152.000000 Penalty: 1818.427002
	Iteration 44Q: 3 clusters Score -823152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -823150.375000 Penalty: 1818.427002
	Iteration 45Q: 3 clusters Score -823150.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -823152.500000 Penalty: 1818.427002
	Iteration 46Q: 3 clusters Score -823152.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -823154.250000 Penalty: 1818.427002
	Iteration 47Q: 3 clusters Score -823154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -823155.250000 Penalty: 1818.427002
	Iteration 48Q: 3 clusters Score -823155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -823156.250000 Penalty: 1818.427002
	Iteration 49Q: 3 clusters Score -823156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -823155.687500 Penalty: 1818.427002
	Iteration 50Q: 3 clusters Score -823155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -823155.812500 Penalty: 1818.427002
	Iteration 51Q: 3 clusters Score -823155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -823158.562500 Penalty: 1818.427002
	Iteration 52Q: 3 clusters Score -823158.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -823160.187500 Penalty: 1818.427002
	Iteration 53Q: 3 clusters Score -823160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -823161.562500 Penalty: 1818.427002
	Iteration 54Q: 3 clusters Score -823161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -823162.062500 Penalty: 1818.427002
	Iteration 55Q: 3 clusters Score -823162.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -823162.250000 Penalty: 1818.427002
	Iteration 56Q: 3 clusters Score -823162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -823160.750000 Penalty: 1818.427002
	Iteration 57Q: 3 clusters Score -823160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -823161.812500 Penalty: 1818.427002
	Iteration 58Q: 3 clusters Score -823161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -823161.875000 Penalty: 1818.427002
	Iteration 59Q: 3 clusters Score -823161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -823161.875000 Penalty: 1818.427002
	Iteration 60F: 3 clusters Score -823161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -236628.859375 Penalty: 796.034424
	Iteration 0F: 2 clusters Score -236628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -233493.421875 Penalty: 1592.068848
	Iteration 0F: 3 clusters Score -233493.4 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -234488.515625 Penalty: 1592.068848
	Iteration 1F: 3 clusters Score -234488.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -234751.390625 Penalty: 1592.068848
	Iteration 2F: 3 clusters Score -234751.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -235016.828125 Penalty: 1592.068848
	Iteration 3F: 3 clusters Score -235016.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -235245.687500 Penalty: 1592.068848
	Iteration 4F: 3 clusters Score -235245.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -235384.781250 Penalty: 1592.068848
	Iteration 5F: 3 clusters Score -235384.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -235497.109375 Penalty: 1592.068848
	Iteration 6Q: 3 clusters Score -235497.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -235583.671875 Penalty: 1592.068848
	Iteration 7Q: 3 clusters Score -235583.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -235647.718750 Penalty: 1592.068848
	Iteration 8Q: 3 clusters Score -235647.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -235692.625000 Penalty: 1592.068848
	Iteration 9Q: 3 clusters Score -235692.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -235727.671875 Penalty: 1592.068848
	Iteration 10Q: 3 clusters Score -235727.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -235743.328125 Penalty: 1592.068848
	Iteration 11Q: 3 clusters Score -235743.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -235765.031250 Penalty: 1592.068848
	Iteration 12Q: 3 clusters Score -235765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -235780.015625 Penalty: 1592.068848
	Iteration 13Q: 3 clusters Score -235780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -235794.078125 Penalty: 1592.068848
	Iteration 14Q: 3 clusters Score -235794.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -235801.968750 Penalty: 1592.068848
	Iteration 15Q: 3 clusters Score -235802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -235810.000000 Penalty: 1592.068848
	Iteration 16Q: 3 clusters Score -235810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -235819.546875 Penalty: 1592.068848
	Iteration 17Q: 3 clusters Score -235819.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -235830.406250 Penalty: 1592.068848
	Iteration 18Q: 3 clusters Score -235830.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -235842.578125 Penalty: 1592.068848
	Iteration 19Q: 3 clusters Score -235842.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -235853.859375 Penalty: 1592.068848
	Iteration 20F: 3 clusters Score -235853.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -235864.046875 Penalty: 1592.068848
	Iteration 21Q: 3 clusters Score -235864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -235875.953125 Penalty: 1592.068848
	Iteration 22Q: 3 clusters Score -235876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -235884.171875 Penalty: 1592.068848
	Iteration 23Q: 3 clusters Score -235884.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -235887.312500 Penalty: 1592.068848
	Iteration 24Q: 3 clusters Score -235887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -235889.296875 Penalty: 1592.068848
	Iteration 25Q: 3 clusters Score -235889.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -235891.031250 Penalty: 1592.068848
	Iteration 26Q: 3 clusters Score -235891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -235892.500000 Penalty: 1592.068848
	Iteration 27Q: 3 clusters Score -235892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -235893.421875 Penalty: 1592.068848
	Iteration 28Q: 3 clusters Score -235893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -235894.906250 Penalty: 1592.068848
	Iteration 29Q: 3 clusters Score -235894.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -235897.343750 Penalty: 1592.068848
	Iteration 30Q: 3 clusters Score -235897.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -235900.078125 Penalty: 1592.068848
	Iteration 31Q: 3 clusters Score -235900.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -235901.937500 Penalty: 1592.068848
	Iteration 32Q: 3 clusters Score -235901.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -235904.781250 Penalty: 1592.068848
	Iteration 33Q: 3 clusters Score -235904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -235908.234375 Penalty: 1592.068848
	Iteration 34Q: 3 clusters Score -235908.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -235910.609375 Penalty: 1592.068848
	Iteration 35Q: 3 clusters Score -235910.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -235912.718750 Penalty: 1592.068848
	Iteration 36Q: 3 clusters Score -235912.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -235915.890625 Penalty: 1592.068848
	Iteration 37Q: 3 clusters Score -235915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -235918.484375 Penalty: 1592.068848
	Iteration 38Q: 3 clusters Score -235918.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -235923.281250 Penalty: 1592.068848
	Iteration 39Q: 3 clusters Score -235923.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -235929.140625 Penalty: 1592.068848
	Iteration 40F: 3 clusters Score -235929.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -235935.296875 Penalty: 1592.068848
	Iteration 41Q: 3 clusters Score -235935.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -235943.109375 Penalty: 1592.068848
	Iteration 42Q: 3 clusters Score -235943.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -235951.921875 Penalty: 1592.068848
	Iteration 43Q: 3 clusters Score -235951.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -235961.578125 Penalty: 1592.068848
	Iteration 44Q: 3 clusters Score -235961.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -235971.875000 Penalty: 1592.068848
	Iteration 45Q: 3 clusters Score -235971.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -235980.828125 Penalty: 1592.068848
	Iteration 46Q: 3 clusters Score -235980.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -235990.406250 Penalty: 1592.068848
	Iteration 47Q: 3 clusters Score -235990.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -235997.406250 Penalty: 1592.068848
	Iteration 48Q: 3 clusters Score -235997.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -236003.015625 Penalty: 1592.068848
	Iteration 49Q: 3 clusters Score -236003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -236008.312500 Penalty: 1592.068848
	Iteration 50Q: 3 clusters Score -236008.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -236013.375000 Penalty: 1592.068848
	Iteration 51Q: 3 clusters Score -236013.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -236018.515625 Penalty: 1592.068848
	Iteration 52Q: 3 clusters Score -236018.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -236024.125000 Penalty: 1592.068848
	Iteration 53Q: 3 clusters Score -236024.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -236028.546875 Penalty: 1592.068848
	Iteration 54Q: 3 clusters Score -236028.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -236033.453125 Penalty: 1592.068848
	Iteration 55Q: 3 clusters Score -236033.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -236036.312500 Penalty: 1592.068848
	Iteration 56Q: 3 clusters Score -236036.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -236038.687500 Penalty: 1592.068848
	Iteration 57Q: 3 clusters Score -236038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -236041.265625 Penalty: 1592.068848
	Iteration 58Q: 3 clusters Score -236041.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -236043.343750 Penalty: 1592.068848
	Iteration 59Q: 3 clusters Score -236043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -236043.781250 Penalty: 1592.068848
	Iteration 60F: 3 clusters Score -236043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -236045.171875 Penalty: 1592.068848
	Iteration 61Q: 3 clusters Score -236045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -236045.296875 Penalty: 1592.068848
	Iteration 62Q: 3 clusters Score -236045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -236045.296875 Penalty: 1592.068848
	Iteration 63F: 3 clusters Score -236045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (281677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281677 members 
Entering Unmasked Estep 
Score: -15332029.000000 Penalty: 1192.109009
	Iteration 0F: 2 clusters Score -1.533203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140962 members 
Mstep: Class 2 contains 140715 members 
Entering Unmasked Estep 
Score: -15144867.000000 Penalty: 2384.218018
	Iteration 0F: 3 clusters Score -1.514487e+07 nChanged 138131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139145 members 
Mstep: Class 2 contains 142532 members 
Entering Unmasked Estep 
Score: -15227767.000000 Penalty: 2384.218018
	Iteration 1F: 3 clusters Score -1.522777e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137248 members 
Mstep: Class 2 contains 144429 members 
Entering Unmasked Estep 
Score: -15230187.000000 Penalty: 2384.218018
	Iteration 2Q: 3 clusters Score -1.523019e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134280 members 
Mstep: Class 2 contains 147397 members 
Entering Unmasked Estep 
Score: -15233889.000000 Penalty: 2384.218018
	Iteration 3Q: 3 clusters Score -1.523389e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129898 members 
Mstep: Class 2 contains 151779 members 
Entering Unmasked Estep 
Score: -15238893.000000 Penalty: 2384.218018
	Iteration 4Q: 3 clusters Score -1.523889e+07 nChanged 14552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124104 members 
Mstep: Class 2 contains 157573 members 
Entering Unmasked Estep 
Score: -15244797.000000 Penalty: 2384.218018
	Iteration 5F: 3 clusters Score -1.52448e+07 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 164577 members 
Entering Unmasked Estep 
Score: -15250895.000000 Penalty: 2384.218018
	Iteration 6F: 3 clusters Score -1.52509e+07 nChanged 15524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 172963 members 
Entering Unmasked Estep 
Score: -15257780.000000 Penalty: 2384.218018
	Iteration 7F: 3 clusters Score -1.525778e+07 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 182562 members 
Entering Unmasked Estep 
Score: -15264136.000000 Penalty: 2384.218018
	Iteration 8F: 3 clusters Score -1.526414e+07 nChanged 14376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 193368 members 
Entering Unmasked Estep 
Score: -15269900.000000 Penalty: 2384.218018
	Iteration 9F: 3 clusters Score -1.52699e+07 nChanged 14060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 205500 members 
Entering Unmasked Estep 
Score: -15276247.000000 Penalty: 2384.218018
	Iteration 10Q: 3 clusters Score -1.527625e+07 nChanged 14058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 218716 members 
Entering Unmasked Estep 
Score: -15283612.000000 Penalty: 2384.218018
	Iteration 11Q: 3 clusters Score -1.528361e+07 nChanged 14383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 232785 members 
Entering Unmasked Estep 
Score: -15292257.000000 Penalty: 2384.218018
	Iteration 12F: 3 clusters Score -1.529226e+07 nChanged 14090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 246787 members 
Entering Unmasked Estep 
Score: -15302042.000000 Penalty: 2384.218018
	Iteration 13F: 3 clusters Score -1.530204e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 259367 members 
Entering Unmasked Estep 
Score: -15311849.000000 Penalty: 2384.218018
	Iteration 14Q: 3 clusters Score -1.531185e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 269069 members 
Entering Unmasked Estep 
Score: -15319956.000000 Penalty: 2384.218018
	Iteration 15Q: 3 clusters Score -1.531996e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 275467 members 
Entering Unmasked Estep 
Score: -15325406.000000 Penalty: 2384.218018
	Iteration 16Q: 3 clusters Score -1.532541e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 278963 members 
Entering Unmasked Estep 
Score: -15328624.000000 Penalty: 2384.218018
	Iteration 17Q: 3 clusters Score -1.532862e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 280474 members 
Entering Unmasked Estep 
Score: -15330012.000000 Penalty: 2384.218018
	Iteration 18Q: 3 clusters Score -1.533001e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 281051 members 
Entering Unmasked Estep 
Score: -15330600.000000 Penalty: 2384.218018
	Iteration 19Q: 3 clusters Score -1.53306e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 281254 members 
Entering Unmasked Estep 
Score: -15330781.000000 Penalty: 2384.218018
	Iteration 20F: 3 clusters Score -1.533078e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 281335 members 
Entering Unmasked Estep 
Score: -15330879.000000 Penalty: 2384.218018
	Iteration 21Q: 3 clusters Score -1.533088e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 281369 members 
Entering Unmasked Estep 
Score: -15330921.000000 Penalty: 2384.218018
	Iteration 22Q: 3 clusters Score -1.533092e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281383 members 
Entering Unmasked Estep 
Score: -15330967.000000 Penalty: 2384.218018
	Iteration 23Q: 3 clusters Score -1.533097e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281392 members 
Entering Unmasked Estep 
Score: -15330977.000000 Penalty: 2384.218018
	Iteration 24Q: 3 clusters Score -1.533098e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 281389 members 
Entering Unmasked Estep 
Score: -15331019.000000 Penalty: 2384.218018
	Iteration 25Q: 3 clusters Score -1.533102e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 281379 members 
Entering Unmasked Estep 
Score: -15331029.000000 Penalty: 2384.218018
	Iteration 26Q: 3 clusters Score -1.533103e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281367 members 
Entering Unmasked Estep 
Score: -15331039.000000 Penalty: 2384.218018
	Iteration 27Q: 3 clusters Score -1.533104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 281360 members 
Entering Unmasked Estep 
Score: -15331057.000000 Penalty: 2384.218018
	Iteration 28Q: 3 clusters Score -1.533106e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 281349 members 
Entering Unmasked Estep 
Score: -15331102.000000 Penalty: 2384.218018
	Iteration 29Q: 3 clusters Score -1.53311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 281337 members 
Entering Unmasked Estep 
Score: -15331117.000000 Penalty: 2384.218018
	Iteration 30Q: 3 clusters Score -1.533112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281328 members 
Entering Unmasked Estep 
Score: -15331122.000000 Penalty: 2384.218018
	Iteration 31Q: 3 clusters Score -1.533112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 281314 members 
Entering Unmasked Estep 
Score: -15331144.000000 Penalty: 2384.218018
	Iteration 32Q: 3 clusters Score -1.533114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 281304 members 
Entering Unmasked Estep 
Score: -15331158.000000 Penalty: 2384.218018
	Iteration 33Q: 3 clusters Score -1.533116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 281288 members 
Entering Unmasked Estep 
Score: -15331161.000000 Penalty: 2384.218018
	Iteration 34Q: 3 clusters Score -1.533116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 281274 members 
Entering Unmasked Estep 
Score: -15331191.000000 Penalty: 2384.218018
	Iteration 35Q: 3 clusters Score -1.533119e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 281258 members 
Entering Unmasked Estep 
Score: -15331201.000000 Penalty: 2384.218018
	Iteration 36Q: 3 clusters Score -1.53312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 281249 members 
Entering Unmasked Estep 
Score: -15331216.000000 Penalty: 2384.218018
	Iteration 37Q: 3 clusters Score -1.533122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 281235 members 
Entering Unmasked Estep 
Score: -15331206.000000 Penalty: 2384.218018
	Iteration 38Q: 3 clusters Score -1.533121e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 281220 members 
Entering Unmasked Estep 
Score: -15331235.000000 Penalty: 2384.218018
	Iteration 39Q: 3 clusters Score -1.533124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 281208 members 
Entering Unmasked Estep 
Score: -15331279.000000 Penalty: 2384.218018
	Iteration 40F: 3 clusters Score -1.533128e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 281188 members 
Entering Unmasked Estep 
Score: -15331324.000000 Penalty: 2384.218018
	Iteration 41Q: 3 clusters Score -1.533132e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 281161 members 
Entering Unmasked Estep 
Score: -15331388.000000 Penalty: 2384.218018
	Iteration 42Q: 3 clusters Score -1.533139e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 281125 members 
Entering Unmasked Estep 
Score: -15331456.000000 Penalty: 2384.218018
	Iteration 43Q: 3 clusters Score -1.533146e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 281094 members 
Entering Unmasked Estep 
Score: -15331512.000000 Penalty: 2384.218018
	Iteration 44Q: 3 clusters Score -1.533151e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 281057 members 
Entering Unmasked Estep 
Score: -15331621.000000 Penalty: 2384.218018
	Iteration 45Q: 3 clusters Score -1.533162e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 280993 members 
Entering Unmasked Estep 
Score: -15331716.000000 Penalty: 2384.218018
	Iteration 46Q: 3 clusters Score -1.533172e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 280947 members 
Entering Unmasked Estep 
Score: -15331773.000000 Penalty: 2384.218018
	Iteration 47Q: 3 clusters Score -1.533177e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 280902 members 
Entering Unmasked Estep 
Score: -15331786.000000 Penalty: 2384.218018
	Iteration 48Q: 3 clusters Score -1.533179e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 280872 members 
Entering Unmasked Estep 
Score: -15331815.000000 Penalty: 2384.218018
	Iteration 49Q: 3 clusters Score -1.533182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 280845 members 
Entering Unmasked Estep 
Score: -15331820.000000 Penalty: 2384.218018
	Iteration 50Q: 3 clusters Score -1.533182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 280820 members 
Entering Unmasked Estep 
Score: -15331839.000000 Penalty: 2384.218018
	Iteration 51Q: 3 clusters Score -1.533184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 280797 members 
Entering Unmasked Estep 
Score: -15331862.000000 Penalty: 2384.218018
	Iteration 52Q: 3 clusters Score -1.533186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 280781 members 
Entering Unmasked Estep 
Score: -15331868.000000 Penalty: 2384.218018
	Iteration 53Q: 3 clusters Score -1.533187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 280772 members 
Entering Unmasked Estep 
Score: -15331878.000000 Penalty: 2384.218018
	Iteration 54Q: 3 clusters Score -1.533188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 280763 members 
Entering Unmasked Estep 
Score: -15331885.000000 Penalty: 2384.218018
	Iteration 55Q: 3 clusters Score -1.533188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 280759 members 
Entering Unmasked Estep 
Score: -15331884.000000 Penalty: 2384.218018
	Iteration 56Q: 3 clusters Score -1.533188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 280755 members 
Entering Unmasked Estep 
Score: -15331881.000000 Penalty: 2384.218018
	Iteration 57Q: 3 clusters Score -1.533188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 280748 members 
Entering Unmasked Estep 
Score: -15331875.000000 Penalty: 2384.218018
	Iteration 58Q: 3 clusters Score -1.533188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 280743 members 
Entering Unmasked Estep 
Score: -15331890.000000 Penalty: 2384.218018
	Iteration 59Q: 3 clusters Score -1.533189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 280738 members 
Entering Unmasked Estep 
Score: -15331929.000000 Penalty: 2384.218018
	Iteration 60F: 3 clusters Score -1.533193e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 280684 members 
Entering Unmasked Estep 
Score: -15331955.000000 Penalty: 2384.218018
	Iteration 61Q: 3 clusters Score -1.533196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 280654 members 
Entering Unmasked Estep 
Score: -15331979.000000 Penalty: 2384.218018
	Iteration 62Q: 3 clusters Score -1.533198e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 280618 members 
Entering Unmasked Estep 
Score: -15331964.000000 Penalty: 2384.218018
	Iteration 63Q: 3 clusters Score -1.533196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 280593 members 
Entering Unmasked Estep 
Score: -15331967.000000 Penalty: 2384.218018
	Iteration 64Q: 3 clusters Score -1.533197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 280574 members 
Entering Unmasked Estep 
Score: -15331982.000000 Penalty: 2384.218018
	Iteration 65Q: 3 clusters Score -1.533198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 280565 members 
Entering Unmasked Estep 
Score: -15331986.000000 Penalty: 2384.218018
	Iteration 66Q: 3 clusters Score -1.533199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 280552 members 
Entering Unmasked Estep 
Score: -15331980.000000 Penalty: 2384.218018
	Iteration 67Q: 3 clusters Score -1.533198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 280544 members 
Entering Unmasked Estep 
Score: -15331993.000000 Penalty: 2384.218018
	Iteration 68Q: 3 clusters Score -1.533199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 280529 members 
Entering Unmasked Estep 
Score: -15332007.000000 Penalty: 2384.218018
	Iteration 69Q: 3 clusters Score -1.533201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 280518 members 
Entering Unmasked Estep 
Score: -15332002.000000 Penalty: 2384.218018
	Iteration 70Q: 3 clusters Score -1.5332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 280513 members 
Entering Unmasked Estep 
Score: -15332017.000000 Penalty: 2384.218018
	Iteration 71Q: 3 clusters Score -1.533202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 280509 members 
Entering Unmasked Estep 
Score: -15332009.000000 Penalty: 2384.218018
	Iteration 72Q: 3 clusters Score -1.533201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 280502 members 
Entering Unmasked Estep 
Score: -15332022.000000 Penalty: 2384.218018
	Iteration 73Q: 3 clusters Score -1.533202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 280498 members 
Entering Unmasked Estep 
Score: -15332023.000000 Penalty: 2384.218018
	Iteration 74Q: 3 clusters Score -1.533202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 280496 members 
Entering Unmasked Estep 
Score: -15332022.000000 Penalty: 2384.218018
	Iteration 75Q: 3 clusters Score -1.533202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 280495 members 
Entering Unmasked Estep 
Score: -15332015.000000 Penalty: 2384.218018
	Iteration 76Q: 3 clusters Score -1.533202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 280492 members 
Entering Unmasked Estep 
Score: -15332026.000000 Penalty: 2384.218018
	Iteration 77Q: 3 clusters Score -1.533203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 280489 members 
Entering Unmasked Estep 
Score: -15332019.000000 Penalty: 2384.218018
	Iteration 78Q: 3 clusters Score -1.533202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 280485 members 
Entering Unmasked Estep 
Score: -15332026.000000 Penalty: 2384.218018
	Iteration 79Q: 3 clusters Score -1.533203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 280481 members 
Entering Unmasked Estep 
Score: -15332025.000000 Penalty: 2384.218018
	Iteration 80F: 3 clusters Score -1.533202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 280480 members 
Entering Unmasked Estep 
Score: -15332031.000000 Penalty: 2384.218018
	Iteration 81Q: 3 clusters Score -1.533203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 280480 members 
Entering Unmasked Estep 
Score: -15332031.000000 Penalty: 2384.218018
	Iteration 82F: 3 clusters Score -1.533203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 18461 members 
Mstep: Class 4 contains 7820 members 
Mstep: Class 5 contains 12845 members 
Mstep: Class 6 contains 17964 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 43266 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 127782 members 
Mstep: Class 12 contains 75111 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 25385 members 
Mstep: Class 17 contains 14338 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 1197 members 
Mstep: Class 20 contains 34412 members 
Mstep: Class 21 contains 12451 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 25983 members 
Mstep: Class 24 contains 2657 members 
Mstep: Class 25 contains 280480 members 
Entering Unmasked Estep 
Score: -38625604.000000 Penalty: 32088.166016
Splitting cluster 19 changes total score from -38625636.000000 to -38625604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (34412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Entering Unmasked Estep 
Score: -1978954.250000 Penalty: 992.385254
	Iteration 0F: 2 clusters Score -1978954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1956198.000000 Penalty: 1984.770508
	Iteration 0F: 3 clusters Score -1956198 nChanged 16143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1966399.500000 Penalty: 1984.770508
	Iteration 1F: 3 clusters Score -1966400 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -1967818.750000 Penalty: 1984.770508
	Iteration 2F: 3 clusters Score -1967819 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -1969511.250000 Penalty: 1984.770508
	Iteration 3F: 3 clusters Score -1969511 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -1971219.625000 Penalty: 1984.770508
	Iteration 4F: 3 clusters Score -1971220 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -1972578.375000 Penalty: 1984.770508
	Iteration 5F: 3 clusters Score -1972578 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -1973562.750000 Penalty: 1984.770508
	Iteration 6Q: 3 clusters Score -1973563 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -1974368.500000 Penalty: 1984.770508
	Iteration 7Q: 3 clusters Score -1974368 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -1975070.375000 Penalty: 1984.770508
	Iteration 8Q: 3 clusters Score -1975070 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -1975703.125000 Penalty: 1984.770508
	Iteration 9Q: 3 clusters Score -1975703 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -1976271.625000 Penalty: 1984.770508
	Iteration 10Q: 3 clusters Score -1976272 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -1976738.125000 Penalty: 1984.770508
	Iteration 11Q: 3 clusters Score -1976738 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -1977183.875000 Penalty: 1984.770508
	Iteration 12Q: 3 clusters Score -1977184 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -1977492.750000 Penalty: 1984.770508
	Iteration 13Q: 3 clusters Score -1977493 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -1977695.000000 Penalty: 1984.770508
	Iteration 14Q: 3 clusters Score -1977695 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -1977813.875000 Penalty: 1984.770508
	Iteration 15Q: 3 clusters Score -1977814 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -1977905.125000 Penalty: 1984.770508
	Iteration 16Q: 3 clusters Score -1977905 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -1977976.125000 Penalty: 1984.770508
	Iteration 17Q: 3 clusters Score -1977976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -1978012.875000 Penalty: 1984.770508
	Iteration 18Q: 3 clusters Score -1978013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -1978047.000000 Penalty: 1984.770508
	Iteration 19Q: 3 clusters Score -1978047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -1978066.125000 Penalty: 1984.770508
	Iteration 20F: 3 clusters Score -1978066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -1978081.250000 Penalty: 1984.770508
	Iteration 21Q: 3 clusters Score -1978081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -1978093.375000 Penalty: 1984.770508
	Iteration 22Q: 3 clusters Score -1978093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -1978104.250000 Penalty: 1984.770508
	Iteration 23Q: 3 clusters Score -1978104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -1978121.750000 Penalty: 1984.770508
	Iteration 24Q: 3 clusters Score -1978122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -1978128.750000 Penalty: 1984.770508
	Iteration 25Q: 3 clusters Score -1978129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -1978136.250000 Penalty: 1984.770508
	Iteration 26Q: 3 clusters Score -1978136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -1978138.125000 Penalty: 1984.770508
	Iteration 27Q: 3 clusters Score -1978138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -1978143.250000 Penalty: 1984.770508
	Iteration 28Q: 3 clusters Score -1978143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -1978147.250000 Penalty: 1984.770508
	Iteration 29Q: 3 clusters Score -1978147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -1978153.125000 Penalty: 1984.770508
	Iteration 30Q: 3 clusters Score -1978153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -1978156.625000 Penalty: 1984.770508
	Iteration 31Q: 3 clusters Score -1978157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -1978158.250000 Penalty: 1984.770508
	Iteration 32Q: 3 clusters Score -1978158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -1978160.500000 Penalty: 1984.770508
	Iteration 33Q: 3 clusters Score -1978160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -1978162.250000 Penalty: 1984.770508
	Iteration 34Q: 3 clusters Score -1978162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -1978164.375000 Penalty: 1984.770508
	Iteration 35Q: 3 clusters Score -1978164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -1978164.375000 Penalty: 1984.770508
	Iteration 36F: 3 clusters Score -1978164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Entering Unmasked Estep 
Score: -661646.062500 Penalty: 895.807800
	Iteration 0F: 2 clusters Score -661646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -653320.000000 Penalty: 1791.615601
	Iteration 0F: 3 clusters Score -653320 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -656431.187500 Penalty: 1791.615601
	Iteration 1F: 3 clusters Score -656431.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -656772.562500 Penalty: 1791.615601
	Iteration 2F: 3 clusters Score -656772.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -657162.625000 Penalty: 1791.615601
	Iteration 3F: 3 clusters Score -657162.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -657638.500000 Penalty: 1791.615601
	Iteration 4F: 3 clusters Score -657638.5 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -658216.187500 Penalty: 1791.615601
	Iteration 5F: 3 clusters Score -658216.2 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -658892.562500 Penalty: 1791.615601
	Iteration 6F: 3 clusters Score -658892.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -659579.937500 Penalty: 1791.615601
	Iteration 7F: 3 clusters Score -659579.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -660110.937500 Penalty: 1791.615601
	Iteration 8Q: 3 clusters Score -660110.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -660509.750000 Penalty: 1791.615601
	Iteration 9Q: 3 clusters Score -660509.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -660687.500000 Penalty: 1791.615601
	Iteration 10Q: 3 clusters Score -660687.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -660763.062500 Penalty: 1791.615601
	Iteration 11Q: 3 clusters Score -660763.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -660808.750000 Penalty: 1791.615601
	Iteration 12Q: 3 clusters Score -660808.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -660839.562500 Penalty: 1791.615601
	Iteration 13Q: 3 clusters Score -660839.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -660852.437500 Penalty: 1791.615601
	Iteration 14Q: 3 clusters Score -660852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -660867.187500 Penalty: 1791.615601
	Iteration 15Q: 3 clusters Score -660867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -660872.437500 Penalty: 1791.615601
	Iteration 16Q: 3 clusters Score -660872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -660879.375000 Penalty: 1791.615601
	Iteration 17Q: 3 clusters Score -660879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -660879.375000 Penalty: 1791.615601
	Iteration 18F: 3 clusters Score -660879.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -311924.968750 Penalty: 827.289368
	Iteration 0F: 2 clusters Score -311925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -307631.406250 Penalty: 1654.578735
	Iteration 0F: 3 clusters Score -307631.4 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -309152.281250 Penalty: 1654.578735
	Iteration 1F: 3 clusters Score -309152.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -309362.156250 Penalty: 1654.578735
	Iteration 2F: 3 clusters Score -309362.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -309583.000000 Penalty: 1654.578735
	Iteration 3F: 3 clusters Score -309583 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -309853.843750 Penalty: 1654.578735
	Iteration 4F: 3 clusters Score -309853.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -310163.187500 Penalty: 1654.578735
	Iteration 5F: 3 clusters Score -310163.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -310458.187500 Penalty: 1654.578735
	Iteration 6F: 3 clusters Score -310458.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -310710.593750 Penalty: 1654.578735
	Iteration 7Q: 3 clusters Score -310710.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -310955.875000 Penalty: 1654.578735
	Iteration 8Q: 3 clusters Score -310955.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -311160.875000 Penalty: 1654.578735
	Iteration 9Q: 3 clusters Score -311160.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -311287.468750 Penalty: 1654.578735
	Iteration 10Q: 3 clusters Score -311287.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -311367.343750 Penalty: 1654.578735
	Iteration 11Q: 3 clusters Score -311367.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -311403.187500 Penalty: 1654.578735
	Iteration 12Q: 3 clusters Score -311403.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -311427.937500 Penalty: 1654.578735
	Iteration 13Q: 3 clusters Score -311427.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -311449.187500 Penalty: 1654.578735
	Iteration 14Q: 3 clusters Score -311449.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -311462.375000 Penalty: 1654.578735
	Iteration 15Q: 3 clusters Score -311462.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -311472.875000 Penalty: 1654.578735
	Iteration 16Q: 3 clusters Score -311472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -311478.656250 Penalty: 1654.578735
	Iteration 17Q: 3 clusters Score -311478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -311482.531250 Penalty: 1654.578735
	Iteration 18Q: 3 clusters Score -311482.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -311484.718750 Penalty: 1654.578735
	Iteration 19Q: 3 clusters Score -311484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -311485.500000 Penalty: 1654.578735
	Iteration 20F: 3 clusters Score -311485.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -311486.718750 Penalty: 1654.578735
	Iteration 21Q: 3 clusters Score -311486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -311487.125000 Penalty: 1654.578735
	Iteration 22Q: 3 clusters Score -311487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -311487.125000 Penalty: 1654.578735
	Iteration 23F: 3 clusters Score -311487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Entering Unmasked Estep 
Score: -1226743.125000 Penalty: 965.693726
	Iteration 0F: 2 clusters Score -1226743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1209515.125000 Penalty: 1931.387451
	Iteration 0F: 3 clusters Score -1209515 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1216336.875000 Penalty: 1931.387451
	Iteration 1F: 3 clusters Score -1216337 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1216855.375000 Penalty: 1931.387451
	Iteration 2F: 3 clusters Score -1216855 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1217598.000000 Penalty: 1931.387451
	Iteration 3F: 3 clusters Score -1217598 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1218684.750000 Penalty: 1931.387451
	Iteration 4F: 3 clusters Score -1218685 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1220203.125000 Penalty: 1931.387451
	Iteration 5F: 3 clusters Score -1220203 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1221974.625000 Penalty: 1931.387451
	Iteration 6F: 3 clusters Score -1221975 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1223542.250000 Penalty: 1931.387451
	Iteration 7F: 3 clusters Score -1223542 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1224701.625000 Penalty: 1931.387451
	Iteration 8F: 3 clusters Score -1224702 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1225484.750000 Penalty: 1931.387451
	Iteration 9Q: 3 clusters Score -1225485 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1225993.250000 Penalty: 1931.387451
	Iteration 10Q: 3 clusters Score -1225993 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1226326.500000 Penalty: 1931.387451
	Iteration 11Q: 3 clusters Score -1226326 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1226548.750000 Penalty: 1931.387451
	Iteration 12Q: 3 clusters Score -1226549 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1226675.750000 Penalty: 1931.387451
	Iteration 13Q: 3 clusters Score -1226676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1226730.500000 Penalty: 1931.387451
	Iteration 14Q: 3 clusters Score -1226730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1226746.750000 Penalty: 1931.387451
	Iteration 15Q: 3 clusters Score -1226747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1226769.000000 Penalty: 1931.387451
	Iteration 16Q: 3 clusters Score -1226769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1226789.250000 Penalty: 1931.387451
	Iteration 17Q: 3 clusters Score -1226789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1226797.750000 Penalty: 1931.387451
	Iteration 18Q: 3 clusters Score -1226798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1226804.625000 Penalty: 1931.387451
	Iteration 19Q: 3 clusters Score -1226805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1226821.625000 Penalty: 1931.387451
	Iteration 20F: 3 clusters Score -1226822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1226828.250000 Penalty: 1931.387451
	Iteration 21Q: 3 clusters Score -1226828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1226832.125000 Penalty: 1931.387451
	Iteration 22Q: 3 clusters Score -1226832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1226838.250000 Penalty: 1931.387451
	Iteration 23Q: 3 clusters Score -1226838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1226840.875000 Penalty: 1931.387451
	Iteration 24Q: 3 clusters Score -1226841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1226839.500000 Penalty: 1931.387451
	Iteration 25Q: 3 clusters Score -1226840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1226838.375000 Penalty: 1931.387451
	Iteration 26Q: 3 clusters Score -1226838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1226840.250000 Penalty: 1931.387451
	Iteration 27Q: 3 clusters Score -1226840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1226840.250000 Penalty: 1931.387451
	Iteration 28F: 3 clusters Score -1226840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 18461 members 
Mstep: Class 4 contains 7820 members 
Mstep: Class 5 contains 12845 members 
Mstep: Class 6 contains 17964 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 43266 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 127782 members 
Mstep: Class 12 contains 75111 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 25385 members 
Mstep: Class 17 contains 14338 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 281677 members 
Mstep: Class 20 contains 34412 members 
Mstep: Class 21 contains 12451 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 25409 members 
Mstep: Class 24 contains 2657 members 
Mstep: Class 25 contains 574 members 
Entering Unmasked Estep 
Score: -38625392.000000 Penalty: 32088.166016
Splitting cluster 23 changes total score from -38625636.000000 to -38625392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -136097.875000 Penalty: 749.070557
	Iteration 0F: 2 clusters Score -136097.9 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 1306 members 
Entering Unmasked Estep 
Score: -133934.046875 Penalty: 1498.141113
	Iteration 0F: 3 clusters Score -133934 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -134585.546875 Penalty: 1498.141113
	Iteration 1F: 3 clusters Score -134585.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -134731.312500 Penalty: 1498.141113
	Iteration 2F: 3 clusters Score -134731.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -134869.062500 Penalty: 1498.141113
	Iteration 3F: 3 clusters Score -134869.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -134991.593750 Penalty: 1498.141113
	Iteration 4F: 3 clusters Score -134991.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -135086.921875 Penalty: 1498.141113
	Iteration 5F: 3 clusters Score -135086.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -135160.000000 Penalty: 1498.141113
	Iteration 6Q: 3 clusters Score -135160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -135224.218750 Penalty: 1498.141113
	Iteration 7Q: 3 clusters Score -135224.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -135273.031250 Penalty: 1498.141113
	Iteration 8Q: 3 clusters Score -135273 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -135319.234375 Penalty: 1498.141113
	Iteration 9Q: 3 clusters Score -135319.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -135368.625000 Penalty: 1498.141113
	Iteration 10Q: 3 clusters Score -135368.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -135409.546875 Penalty: 1498.141113
	Iteration 11Q: 3 clusters Score -135409.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -135449.296875 Penalty: 1498.141113
	Iteration 12Q: 3 clusters Score -135449.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -135471.546875 Penalty: 1498.141113
	Iteration 13Q: 3 clusters Score -135471.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -135482.453125 Penalty: 1498.141113
	Iteration 14Q: 3 clusters Score -135482.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -135489.812500 Penalty: 1498.141113
	Iteration 15Q: 3 clusters Score -135489.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -135497.703125 Penalty: 1498.141113
	Iteration 16Q: 3 clusters Score -135497.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -135507.015625 Penalty: 1498.141113
	Iteration 17Q: 3 clusters Score -135507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -135513.843750 Penalty: 1498.141113
	Iteration 18Q: 3 clusters Score -135513.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -135518.968750 Penalty: 1498.141113
	Iteration 19Q: 3 clusters Score -135519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -135522.375000 Penalty: 1498.141113
	Iteration 20F: 3 clusters Score -135522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -135523.328125 Penalty: 1498.141113
	Iteration 21Q: 3 clusters Score -135523.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -135524.671875 Penalty: 1498.141113
	Iteration 22Q: 3 clusters Score -135524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -135526.046875 Penalty: 1498.141113
	Iteration 23Q: 3 clusters Score -135526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -135528.093750 Penalty: 1498.141113
	Iteration 24Q: 3 clusters Score -135528.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -135531.171875 Penalty: 1498.141113
	Iteration 25Q: 3 clusters Score -135531.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -135536.109375 Penalty: 1498.141113
	Iteration 26Q: 3 clusters Score -135536.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -135538.984375 Penalty: 1498.141113
	Iteration 27Q: 3 clusters Score -135539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -135541.453125 Penalty: 1498.141113
	Iteration 28Q: 3 clusters Score -135541.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -135543.453125 Penalty: 1498.141113
	Iteration 29Q: 3 clusters Score -135543.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -135547.625000 Penalty: 1498.141113
	Iteration 30Q: 3 clusters Score -135547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -135550.453125 Penalty: 1498.141113
	Iteration 31Q: 3 clusters Score -135550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -135552.359375 Penalty: 1498.141113
	Iteration 32Q: 3 clusters Score -135552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -135554.343750 Penalty: 1498.141113
	Iteration 33Q: 3 clusters Score -135554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135556.531250 Penalty: 1498.141113
	Iteration 34Q: 3 clusters Score -135556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135559.171875 Penalty: 1498.141113
	Iteration 35Q: 3 clusters Score -135559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -135561.468750 Penalty: 1498.141113
	Iteration 36Q: 3 clusters Score -135561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -135562.343750 Penalty: 1498.141113
	Iteration 37Q: 3 clusters Score -135562.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135563.812500 Penalty: 1498.141113
	Iteration 38Q: 3 clusters Score -135563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -135565.015625 Penalty: 1498.141113
	Iteration 39Q: 3 clusters Score -135565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135566.062500 Penalty: 1498.141113
	Iteration 40F: 3 clusters Score -135566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135566.781250 Penalty: 1498.141113
	Iteration 41Q: 3 clusters Score -135566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -135567.328125 Penalty: 1498.141113
	Iteration 42Q: 3 clusters Score -135567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -135567.984375 Penalty: 1498.141113
	Iteration 43Q: 3 clusters Score -135568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -135568.046875 Penalty: 1498.141113
	Iteration 44Q: 3 clusters Score -135568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -135568.468750 Penalty: 1498.141113
	Iteration 45Q: 3 clusters Score -135568.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -135568.468750 Penalty: 1498.141113
	Iteration 46F: 3 clusters Score -135568.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 18461 members 
Mstep: Class 4 contains 7820 members 
Mstep: Class 5 contains 12845 members 
Mstep: Class 6 contains 17964 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 43266 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 127782 members 
Mstep: Class 12 contains 75111 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 25385 members 
Mstep: Class 17 contains 14338 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 281677 members 
Mstep: Class 20 contains 34412 members 
Mstep: Class 21 contains 12451 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 25983 members 
Mstep: Class 24 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625620.000000 Penalty: 30804.640625
Iteration 79Q: 25 clusters Score -3.862562e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 18147 members 
Mstep: Class 4 contains 7848 members 
Mstep: Class 5 contains 12844 members 
Mstep: Class 6 contains 18065 members 
Mstep: Class 7 contains 5929 members 
Mstep: Class 8 contains 42914 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 127906 members 
Mstep: Class 12 contains 75122 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 3066 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 25332 members 
Mstep: Class 17 contains 14340 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 282061 members 
Mstep: Class 20 contains 34383 members 
Mstep: Class 21 contains 12456 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 26052 members 
Mstep: Class 24 contains 2659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625696.000000 Penalty: 30804.640625
Iteration 80F: 25 clusters Score -3.86257e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 17810 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 12848 members 
Mstep: Class 6 contains 18157 members 
Mstep: Class 7 contains 5911 members 
Mstep: Class 8 contains 42557 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 128040 members 
Mstep: Class 12 contains 75126 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 3066 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 25280 members 
Mstep: Class 17 contains 14343 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 282460 members 
Mstep: Class 20 contains 34349 members 
Mstep: Class 21 contains 12463 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 26114 members 
Mstep: Class 24 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625860.000000 Penalty: 30804.640625
Iteration 81Q: 25 clusters Score -3.862586e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 17473 members 
Mstep: Class 4 contains 7895 members 
Mstep: Class 5 contains 12840 members 
Mstep: Class 6 contains 18253 members 
Mstep: Class 7 contains 5893 members 
Mstep: Class 8 contains 42227 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 128173 members 
Mstep: Class 12 contains 75142 members 
Mstep: Class 13 contains 2529 members 
Mstep: Class 14 contains 3068 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 25214 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 282838 members 
Mstep: Class 20 contains 34316 members 
Mstep: Class 21 contains 12468 members 
Mstep: Class 22 contains 6037 members 
Mstep: Class 23 contains 26199 members 
Mstep: Class 24 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625796.000000 Penalty: 30804.640625
Iteration 82Q: 25 clusters Score -3.86258e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4683 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 7905 members 
Mstep: Class 5 contains 12836 members 
Mstep: Class 6 contains 18349 members 
Mstep: Class 7 contains 5876 members 
Mstep: Class 8 contains 41927 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 128300 members 
Mstep: Class 12 contains 75145 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 3071 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 25170 members 
Mstep: Class 17 contains 14340 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 283169 members 
Mstep: Class 20 contains 34291 members 
Mstep: Class 21 contains 12478 members 
Mstep: Class 22 contains 6031 members 
Mstep: Class 23 contains 26259 members 
Mstep: Class 24 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625872.000000 Penalty: 30804.640625
Iteration 83Q: 25 clusters Score -3.862587e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 16783 members 
Mstep: Class 4 contains 7905 members 
Mstep: Class 5 contains 12833 members 
Mstep: Class 6 contains 18450 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 41670 members 
Mstep: Class 9 contains 1523 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 128437 members 
Mstep: Class 12 contains 75153 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 3073 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 25128 members 
Mstep: Class 17 contains 14343 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 283469 members 
Mstep: Class 20 contains 34265 members 
Mstep: Class 21 contains 12486 members 
Mstep: Class 22 contains 6023 members 
Mstep: Class 23 contains 26320 members 
Mstep: Class 24 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625828.000000 Penalty: 30804.640625
Iteration 84Q: 25 clusters Score -3.862583e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 16419 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 12831 members 
Mstep: Class 6 contains 18549 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 41423 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 128568 members 
Mstep: Class 12 contains 75153 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 2008 members 
Mstep: Class 16 contains 25083 members 
Mstep: Class 17 contains 14348 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 283731 members 
Mstep: Class 20 contains 34252 members 
Mstep: Class 21 contains 12488 members 
Mstep: Class 22 contains 6016 members 
Mstep: Class 23 contains 26398 members 
Mstep: Class 24 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625936.000000 Penalty: 30804.640625
Iteration 85Q: 25 clusters Score -3.862594e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 3 contains 16066 members 
Mstep: Class 4 contains 7918 members 
Mstep: Class 5 contains 12824 members 
Mstep: Class 6 contains 18634 members 
Mstep: Class 7 contains 5859 members 
Mstep: Class 8 contains 41170 members 
Mstep: Class 9 contains 1527 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 128707 members 
Mstep: Class 12 contains 75145 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 25040 members 
Mstep: Class 17 contains 14350 members 
Mstep: Class 18 contains 4366 members 
Mstep: Class 19 contains 284004 members 
Mstep: Class 20 contains 34238 members 
Mstep: Class 21 contains 12499 members 
Mstep: Class 22 contains 6003 members 
Mstep: Class 23 contains 26484 members 
Mstep: Class 24 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626028.000000 Penalty: 30804.640625
Iteration 86Q: 25 clusters Score -3.862603e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 15743 members 
Mstep: Class 4 contains 7932 members 
Mstep: Class 5 contains 12811 members 
Mstep: Class 6 contains 18711 members 
Mstep: Class 7 contains 5858 members 
Mstep: Class 8 contains 40947 members 
Mstep: Class 9 contains 1526 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 128819 members 
Mstep: Class 12 contains 75146 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 3082 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 24990 members 
Mstep: Class 17 contains 14351 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 284247 members 
Mstep: Class 20 contains 34228 members 
Mstep: Class 21 contains 12507 members 
Mstep: Class 22 contains 5999 members 
Mstep: Class 23 contains 26565 members 
Mstep: Class 24 contains 2677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626052.000000 Penalty: 30804.640625
Iteration 87Q: 25 clusters Score -3.862605e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 3 contains 15469 members 
Mstep: Class 4 contains 7946 members 
Mstep: Class 5 contains 12810 members 
Mstep: Class 6 contains 18773 members 
Mstep: Class 7 contains 5850 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 128911 members 
Mstep: Class 12 contains 75130 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 24953 members 
Mstep: Class 17 contains 14353 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 284480 members 
Mstep: Class 20 contains 34212 members 
Mstep: Class 21 contains 12523 members 
Mstep: Class 22 contains 5991 members 
Mstep: Class 23 contains 26642 members 
Mstep: Class 24 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626216.000000 Penalty: 30804.640625
Iteration 88Q: 25 clusters Score -3.862622e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 15196 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 12800 members 
Mstep: Class 6 contains 18831 members 
Mstep: Class 7 contains 5843 members 
Mstep: Class 8 contains 40555 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 129007 members 
Mstep: Class 12 contains 75130 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 15 contains 2078 members 
Mstep: Class 16 contains 24914 members 
Mstep: Class 17 contains 14357 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 284666 members 
Mstep: Class 20 contains 34194 members 
Mstep: Class 21 contains 12534 members 
Mstep: Class 22 contains 5981 members 
Mstep: Class 23 contains 26701 members 
Mstep: Class 24 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626264.000000 Penalty: 30804.640625
Iteration 89Q: 25 clusters Score -3.862626e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4832 members 
Mstep: Class 3 contains 14882 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 18889 members 
Mstep: Class 7 contains 5834 members 
Mstep: Class 8 contains 40372 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 129139 members 
Mstep: Class 12 contains 75134 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 3087 members 
Mstep: Class 15 contains 2087 members 
Mstep: Class 16 contains 24871 members 
Mstep: Class 17 contains 14359 members 
Mstep: Class 18 contains 4368 members 
Mstep: Class 19 contains 284872 members 
Mstep: Class 20 contains 34178 members 
Mstep: Class 21 contains 12548 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 26770 members 
Mstep: Class 24 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626432.000000 Penalty: 30804.640625
Iteration 90Q: 25 clusters Score -3.862643e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4851 members 
Mstep: Class 3 contains 14597 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 12775 members 
Mstep: Class 6 contains 18963 members 
Mstep: Class 7 contains 5818 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 129242 members 
Mstep: Class 12 contains 75136 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 24828 members 
Mstep: Class 17 contains 14359 members 
Mstep: Class 18 contains 4366 members 
Mstep: Class 19 contains 285079 members 
Mstep: Class 20 contains 34164 members 
Mstep: Class 21 contains 12557 members 
Mstep: Class 22 contains 5964 members 
Mstep: Class 23 contains 26835 members 
Mstep: Class 24 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626496.000000 Penalty: 30804.640625
Iteration 91Q: 25 clusters Score -3.86265e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 14317 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 12753 members 
Mstep: Class 6 contains 19034 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 40034 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 129355 members 
Mstep: Class 12 contains 75143 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 3092 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 24786 members 
Mstep: Class 17 contains 14361 members 
Mstep: Class 18 contains 4365 members 
Mstep: Class 19 contains 285248 members 
Mstep: Class 20 contains 34148 members 
Mstep: Class 21 contains 12564 members 
Mstep: Class 22 contains 5955 members 
Mstep: Class 23 contains 26897 members 
Mstep: Class 24 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626548.000000 Penalty: 30804.640625
Iteration 92Q: 25 clusters Score -3.862655e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4897 members 
Mstep: Class 3 contains 14041 members 
Mstep: Class 4 contains 8035 members 
Mstep: Class 5 contains 12740 members 
Mstep: Class 6 contains 19103 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 39891 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 129475 members 
Mstep: Class 12 contains 75143 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 3096 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 24750 members 
Mstep: Class 17 contains 14365 members 
Mstep: Class 18 contains 4368 members 
Mstep: Class 19 contains 285383 members 
Mstep: Class 20 contains 34140 members 
Mstep: Class 21 contains 12574 members 
Mstep: Class 22 contains 5945 members 
Mstep: Class 23 contains 26947 members 
Mstep: Class 24 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626724.000000 Penalty: 30804.640625
Iteration 93Q: 25 clusters Score -3.862672e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 13784 members 
Mstep: Class 4 contains 8035 members 
Mstep: Class 5 contains 12718 members 
Mstep: Class 6 contains 19163 members 
Mstep: Class 7 contains 5804 members 
Mstep: Class 8 contains 39748 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 129585 members 
Mstep: Class 12 contains 75143 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 3097 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 24710 members 
Mstep: Class 17 contains 14365 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 285523 members 
Mstep: Class 20 contains 34129 members 
Mstep: Class 21 contains 12595 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 27002 members 
Mstep: Class 24 contains 2677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626700.000000 Penalty: 30804.640625
Iteration 94Q: 25 clusters Score -3.86267e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 13541 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 12713 members 
Mstep: Class 6 contains 19203 members 
Mstep: Class 7 contains 5798 members 
Mstep: Class 8 contains 39611 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 129683 members 
Mstep: Class 12 contains 75148 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 24674 members 
Mstep: Class 17 contains 14369 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 285667 members 
Mstep: Class 20 contains 34121 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 5927 members 
Mstep: Class 23 contains 27046 members 
Mstep: Class 24 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626876.000000 Penalty: 30804.640625
Iteration 95Q: 25 clusters Score -3.862688e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 8022 members 
Mstep: Class 5 contains 12706 members 
Mstep: Class 6 contains 19249 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 39475 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 129779 members 
Mstep: Class 12 contains 75144 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 24645 members 
Mstep: Class 17 contains 14370 members 
Mstep: Class 18 contains 4368 members 
Mstep: Class 19 contains 285801 members 
Mstep: Class 20 contains 34118 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 22 contains 5918 members 
Mstep: Class 23 contains 27087 members 
Mstep: Class 24 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626912.000000 Penalty: 30804.640625
Iteration 96Q: 25 clusters Score -3.862691e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 13070 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 12697 members 
Mstep: Class 6 contains 19311 members 
Mstep: Class 7 contains 5790 members 
Mstep: Class 8 contains 39350 members 
Mstep: Class 9 contains 1508 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 129878 members 
Mstep: Class 12 contains 75145 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 24625 members 
Mstep: Class 17 contains 14371 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 285971 members 
Mstep: Class 20 contains 34108 members 
Mstep: Class 21 contains 12630 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 27125 members 
Mstep: Class 24 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626888.000000 Penalty: 30804.640625
Iteration 97Q: 25 clusters Score -3.862689e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 12840 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 12684 members 
Mstep: Class 6 contains 19375 members 
Mstep: Class 7 contains 5783 members 
Mstep: Class 8 contains 39229 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 129976 members 
Mstep: Class 12 contains 75145 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 3103 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 24604 members 
Mstep: Class 17 contains 14372 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 286137 members 
Mstep: Class 20 contains 34095 members 
Mstep: Class 21 contains 12642 members 
Mstep: Class 22 contains 5908 members 
Mstep: Class 23 contains 27168 members 
Mstep: Class 24 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626964.000000 Penalty: 30804.640625
Iteration 98Q: 25 clusters Score -3.862696e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 12648 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 19422 members 
Mstep: Class 7 contains 5776 members 
Mstep: Class 8 contains 39111 members 
Mstep: Class 9 contains 1493 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 130080 members 
Mstep: Class 12 contains 75160 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 16 contains 24571 members 
Mstep: Class 17 contains 14373 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 286285 members 
Mstep: Class 20 contains 34085 members 
Mstep: Class 21 contains 12648 members 
Mstep: Class 22 contains 5903 members 
Mstep: Class 23 contains 27203 members 
Mstep: Class 24 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627096.000000 Penalty: 30804.640625
Iteration 99Q: 25 clusters Score -3.86271e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 12465 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 12638 members 
Mstep: Class 6 contains 19459 members 
Mstep: Class 7 contains 5780 members 
Mstep: Class 8 contains 39008 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 130178 members 
Mstep: Class 12 contains 75158 members 
Mstep: Class 13 contains 2573 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 24551 members 
Mstep: Class 17 contains 14373 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 286407 members 
Mstep: Class 20 contains 34078 members 
Mstep: Class 21 contains 12649 members 
Mstep: Class 22 contains 5895 members 
Mstep: Class 23 contains 27229 members 
Mstep: Class 24 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627220.000000 Penalty: 30804.640625
Iteration 100F: 25 clusters Score -3.862722e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 12271 members 
Mstep: Class 4 contains 8022 members 
Mstep: Class 5 contains 12621 members 
Mstep: Class 6 contains 19446 members 
Mstep: Class 7 contains 5780 members 
Mstep: Class 8 contains 38919 members 
Mstep: Class 9 contains 1494 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 130278 members 
Mstep: Class 12 contains 75155 members 
Mstep: Class 13 contains 2574 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 24529 members 
Mstep: Class 17 contains 14374 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 286543 members 
Mstep: Class 20 contains 34072 members 
Mstep: Class 21 contains 12655 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 27257 members 
Mstep: Class 24 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627168.000000 Penalty: 30804.640625
Iteration 101Q: 25 clusters Score -3.862717e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 12075 members 
Mstep: Class 4 contains 8022 members 
Mstep: Class 5 contains 12586 members 
Mstep: Class 6 contains 19449 members 
Mstep: Class 7 contains 5781 members 
Mstep: Class 8 contains 38835 members 
Mstep: Class 9 contains 1494 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 130381 members 
Mstep: Class 12 contains 75151 members 
Mstep: Class 13 contains 2578 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 24509 members 
Mstep: Class 17 contains 14374 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 286655 members 
Mstep: Class 20 contains 34069 members 
Mstep: Class 21 contains 12663 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 27281 members 
Mstep: Class 24 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627184.000000 Penalty: 30804.640625
Iteration 102Q: 25 clusters Score -3.862718e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 11885 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 12546 members 
Mstep: Class 6 contains 19467 members 
Mstep: Class 7 contains 5780 members 
Mstep: Class 8 contains 38764 members 
Mstep: Class 9 contains 1495 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 130502 members 
Mstep: Class 12 contains 75150 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 24488 members 
Mstep: Class 17 contains 14375 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 286761 members 
Mstep: Class 20 contains 34069 members 
Mstep: Class 21 contains 12662 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 27285 members 
Mstep: Class 24 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627300.000000 Penalty: 30804.640625
Iteration 103Q: 25 clusters Score -3.86273e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 11691 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 12526 members 
Mstep: Class 6 contains 19480 members 
Mstep: Class 7 contains 5781 members 
Mstep: Class 8 contains 38689 members 
Mstep: Class 9 contains 1494 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 130617 members 
Mstep: Class 12 contains 75145 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 24469 members 
Mstep: Class 17 contains 14374 members 
Mstep: Class 18 contains 4371 members 
Mstep: Class 19 contains 286849 members 
Mstep: Class 20 contains 34067 members 
Mstep: Class 21 contains 12662 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 27296 members 
Mstep: Class 24 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627384.000000 Penalty: 30804.640625
Iteration 104Q: 25 clusters Score -3.862738e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 12504 members 
Mstep: Class 6 contains 19500 members 
Mstep: Class 7 contains 5778 members 
Mstep: Class 8 contains 38609 members 
Mstep: Class 9 contains 1493 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 130748 members 
Mstep: Class 12 contains 75142 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 24462 members 
Mstep: Class 17 contains 14373 members 
Mstep: Class 18 contains 4371 members 
Mstep: Class 19 contains 286916 members 
Mstep: Class 20 contains 34065 members 
Mstep: Class 21 contains 12658 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 27295 members 
Mstep: Class 24 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627336.000000 Penalty: 30804.640625
Iteration 105Q: 25 clusters Score -3.862734e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 19516 members 
Mstep: Class 7 contains 5777 members 
Mstep: Class 8 contains 38535 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 130895 members 
Mstep: Class 12 contains 75145 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 24447 members 
Mstep: Class 17 contains 14375 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 286988 members 
Mstep: Class 20 contains 34055 members 
Mstep: Class 21 contains 12653 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 27297 members 
Mstep: Class 24 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627340.000000 Penalty: 30804.640625
Iteration 106Q: 25 clusters Score -3.862734e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4960 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 12463 members 
Mstep: Class 6 contains 19525 members 
Mstep: Class 7 contains 5778 members 
Mstep: Class 8 contains 38465 members 
Mstep: Class 9 contains 1490 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 131011 members 
Mstep: Class 12 contains 75156 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 24426 members 
Mstep: Class 17 contains 14373 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 287051 members 
Mstep: Class 20 contains 34048 members 
Mstep: Class 21 contains 12647 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 27300 members 
Mstep: Class 24 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627320.000000 Penalty: 30804.640625
Iteration 107Q: 25 clusters Score -3.862732e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 8034 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 19558 members 
Mstep: Class 7 contains 5776 members 
Mstep: Class 8 contains 38400 members 
Mstep: Class 9 contains 1490 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 131113 members 
Mstep: Class 12 contains 75162 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 16 contains 24401 members 
Mstep: Class 17 contains 14373 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 287132 members 
Mstep: Class 20 contains 34045 members 
Mstep: Class 21 contains 12640 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 27312 members 
Mstep: Class 24 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627444.000000 Penalty: 30804.640625
Iteration 108Q: 25 clusters Score -3.862744e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 10719 members 
Mstep: Class 4 contains 8042 members 
Mstep: Class 5 contains 12427 members 
Mstep: Class 6 contains 19598 members 
Mstep: Class 7 contains 5772 members 
Mstep: Class 8 contains 38336 members 
Mstep: Class 9 contains 1493 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 131212 members 
Mstep: Class 12 contains 75165 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 14373 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 287195 members 
Mstep: Class 20 contains 34040 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 27334 members 
Mstep: Class 24 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627600.000000 Penalty: 30804.640625
Iteration 109Q: 25 clusters Score -3.86276e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 10535 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 19621 members 
Mstep: Class 7 contains 5771 members 
Mstep: Class 8 contains 38283 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 131301 members 
Mstep: Class 12 contains 75169 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 24340 members 
Mstep: Class 17 contains 14375 members 
Mstep: Class 18 contains 4374 members 
Mstep: Class 19 contains 287287 members 
Mstep: Class 20 contains 34035 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 27345 members 
Mstep: Class 24 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627660.000000 Penalty: 30804.640625
Iteration 110Q: 25 clusters Score -3.862766e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 10352 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 12381 members 
Mstep: Class 6 contains 19640 members 
Mstep: Class 7 contains 5769 members 
Mstep: Class 8 contains 38236 members 
Mstep: Class 9 contains 1503 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 131404 members 
Mstep: Class 12 contains 75153 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 17 contains 14375 members 
Mstep: Class 18 contains 4374 members 
Mstep: Class 19 contains 287390 members 
Mstep: Class 20 contains 34032 members 
Mstep: Class 21 contains 12627 members 
Mstep: Class 22 contains 5878 members 
Mstep: Class 23 contains 27369 members 
Mstep: Class 24 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627680.000000 Penalty: 30804.640625
Iteration 111Q: 25 clusters Score -3.862768e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 10180 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 19649 members 
Mstep: Class 7 contains 5765 members 
Mstep: Class 8 contains 38193 members 
Mstep: Class 9 contains 1509 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 131507 members 
Mstep: Class 12 contains 75133 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 16 contains 24282 members 
Mstep: Class 17 contains 14375 members 
Mstep: Class 18 contains 4374 members 
Mstep: Class 19 contains 287447 members 
Mstep: Class 20 contains 34035 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 5878 members 
Mstep: Class 23 contains 27419 members 
Mstep: Class 24 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627752.000000 Penalty: 30804.640625
Iteration 112Q: 25 clusters Score -3.862775e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4968 members 
Mstep: Class 3 contains 10018 members 
Mstep: Class 4 contains 8040 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 19659 members 
Mstep: Class 7 contains 5764 members 
Mstep: Class 8 contains 38146 members 
Mstep: Class 9 contains 1515 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 131603 members 
Mstep: Class 12 contains 75116 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 2196 members 
Mstep: Class 16 contains 24253 members 
Mstep: Class 17 contains 14376 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 287507 members 
Mstep: Class 20 contains 34036 members 
Mstep: Class 21 contains 12627 members 
Mstep: Class 22 contains 5876 members 
Mstep: Class 23 contains 27458 members 
Mstep: Class 24 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627912.000000 Penalty: 30804.640625
Iteration 113Q: 25 clusters Score -3.862791e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 9857 members 
Mstep: Class 4 contains 8036 members 
Mstep: Class 5 contains 12330 members 
Mstep: Class 6 contains 19662 members 
Mstep: Class 7 contains 5764 members 
Mstep: Class 8 contains 38101 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 131710 members 
Mstep: Class 12 contains 75088 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 3108 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 16 contains 24232 members 
Mstep: Class 17 contains 14375 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 287581 members 
Mstep: Class 20 contains 34039 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 5876 members 
Mstep: Class 23 contains 27509 members 
Mstep: Class 24 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627956.000000 Penalty: 30804.640625
Iteration 114Q: 25 clusters Score -3.862796e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4960 members 
Mstep: Class 3 contains 9675 members 
Mstep: Class 4 contains 8035 members 
Mstep: Class 5 contains 12307 members 
Mstep: Class 6 contains 19674 members 
Mstep: Class 7 contains 5757 members 
Mstep: Class 8 contains 38048 members 
Mstep: Class 9 contains 1507 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 131818 members 
Mstep: Class 12 contains 75083 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 3109 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 16 contains 24215 members 
Mstep: Class 17 contains 14375 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 287663 members 
Mstep: Class 20 contains 34039 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 5874 members 
Mstep: Class 23 contains 27547 members 
Mstep: Class 24 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628060.000000 Penalty: 30804.640625
Iteration 115Q: 25 clusters Score -3.862806e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 9491 members 
Mstep: Class 4 contains 8035 members 
Mstep: Class 5 contains 12292 members 
Mstep: Class 6 contains 19682 members 
Mstep: Class 7 contains 5753 members 
Mstep: Class 8 contains 37979 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 131901 members 
Mstep: Class 12 contains 75056 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 3111 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 24200 members 
Mstep: Class 17 contains 14373 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 287789 members 
Mstep: Class 20 contains 34037 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 5874 members 
Mstep: Class 23 contains 27583 members 
Mstep: Class 24 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628228.000000 Penalty: 30804.640625
Iteration 116Q: 25 clusters Score -3.862823e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 9284 members 
Mstep: Class 4 contains 8037 members 
Mstep: Class 5 contains 12281 members 
Mstep: Class 6 contains 19697 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 8 contains 37915 members 
Mstep: Class 9 contains 1507 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 131975 members 
Mstep: Class 12 contains 75038 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 3114 members 
Mstep: Class 15 contains 2232 members 
Mstep: Class 16 contains 24173 members 
Mstep: Class 17 contains 14372 members 
Mstep: Class 18 contains 4368 members 
Mstep: Class 19 contains 287932 members 
Mstep: Class 20 contains 34034 members 
Mstep: Class 21 contains 12651 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 27633 members 
Mstep: Class 24 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628356.000000 Penalty: 30804.640625
Iteration 117Q: 25 clusters Score -3.862836e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 9072 members 
Mstep: Class 4 contains 8036 members 
Mstep: Class 5 contains 12259 members 
Mstep: Class 6 contains 19713 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 8 contains 37852 members 
Mstep: Class 9 contains 1507 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 132036 members 
Mstep: Class 12 contains 75021 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 24151 members 
Mstep: Class 17 contains 14371 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 288121 members 
Mstep: Class 20 contains 34035 members 
Mstep: Class 21 contains 12663 members 
Mstep: Class 22 contains 5866 members 
Mstep: Class 23 contains 27670 members 
Mstep: Class 24 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628476.000000 Penalty: 30804.640625
Iteration 118Q: 25 clusters Score -3.862848e+07 nChanged 664
Entering ConstructFrom: 
Score: -38628476.000000 Penalty: 30804.640625
Entering ConstructFrom: 
Trying to split cluster 1 (4775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Entering Unmasked Estep 
Score: -294170.656250 Penalty: 804.759216
	Iteration 0F: 2 clusters Score -294170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -290680.562500 Penalty: 1609.518433
	Iteration 0F: 3 clusters Score -290680.6 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -291782.218750 Penalty: 1609.518433
	Iteration 1F: 3 clusters Score -291782.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -291896.687500 Penalty: 1609.518433
	Iteration 2F: 3 clusters Score -291896.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -291979.812500 Penalty: 1609.518433
	Iteration 3Q: 3 clusters Score -291979.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -292037.906250 Penalty: 1609.518433
	Iteration 4Q: 3 clusters Score -292037.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -292077.156250 Penalty: 1609.518433
	Iteration 5Q: 3 clusters Score -292077.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -292114.031250 Penalty: 1609.518433
	Iteration 6Q: 3 clusters Score -292114 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -292148.375000 Penalty: 1609.518433
	Iteration 7Q: 3 clusters Score -292148.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -292185.093750 Penalty: 1609.518433
	Iteration 8Q: 3 clusters Score -292185.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -292227.218750 Penalty: 1609.518433
	Iteration 9Q: 3 clusters Score -292227.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -292273.718750 Penalty: 1609.518433
	Iteration 10Q: 3 clusters Score -292273.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -292334.843750 Penalty: 1609.518433
	Iteration 11Q: 3 clusters Score -292334.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -292419.906250 Penalty: 1609.518433
	Iteration 12Q: 3 clusters Score -292419.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -292542.000000 Penalty: 1609.518433
	Iteration 13Q: 3 clusters Score -292542 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -292708.000000 Penalty: 1609.518433
	Iteration 14Q: 3 clusters Score -292708 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -292875.968750 Penalty: 1609.518433
	Iteration 15Q: 3 clusters Score -292876 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -293022.093750 Penalty: 1609.518433
	Iteration 16Q: 3 clusters Score -293022.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -293166.312500 Penalty: 1609.518433
	Iteration 17Q: 3 clusters Score -293166.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -293278.937500 Penalty: 1609.518433
	Iteration 18Q: 3 clusters Score -293278.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -293346.718750 Penalty: 1609.518433
	Iteration 19Q: 3 clusters Score -293346.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -293391.906250 Penalty: 1609.518433
	Iteration 20F: 3 clusters Score -293391.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -293416.218750 Penalty: 1609.518433
	Iteration 21Q: 3 clusters Score -293416.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -293434.843750 Penalty: 1609.518433
	Iteration 22Q: 3 clusters Score -293434.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -293447.500000 Penalty: 1609.518433
	Iteration 23Q: 3 clusters Score -293447.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -293464.687500 Penalty: 1609.518433
	Iteration 24Q: 3 clusters Score -293464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -293475.531250 Penalty: 1609.518433
	Iteration 25Q: 3 clusters Score -293475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -293485.937500 Penalty: 1609.518433
	Iteration 26Q: 3 clusters Score -293485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -293494.875000 Penalty: 1609.518433
	Iteration 27Q: 3 clusters Score -293494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -293500.312500 Penalty: 1609.518433
	Iteration 28Q: 3 clusters Score -293500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -293503.500000 Penalty: 1609.518433
	Iteration 29Q: 3 clusters Score -293503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -293505.687500 Penalty: 1609.518433
	Iteration 30Q: 3 clusters Score -293505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -293505.687500 Penalty: 1609.518433
	Iteration 31F: 3 clusters Score -293505.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Entering Unmasked Estep 
Score: -274347.718750 Penalty: 808.274414
	Iteration 0F: 2 clusters Score -274347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -270776.062500 Penalty: 1616.548828
	Iteration 0F: 3 clusters Score -270776.1 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -271954.281250 Penalty: 1616.548828
	Iteration 1F: 3 clusters Score -271954.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -272115.000000 Penalty: 1616.548828
	Iteration 2F: 3 clusters Score -272115 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -272245.031250 Penalty: 1616.548828
	Iteration 3F: 3 clusters Score -272245 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -272377.375000 Penalty: 1616.548828
	Iteration 4F: 3 clusters Score -272377.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -272527.562500 Penalty: 1616.548828
	Iteration 5F: 3 clusters Score -272527.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -272704.156250 Penalty: 1616.548828
	Iteration 6F: 3 clusters Score -272704.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -272900.156250 Penalty: 1616.548828
	Iteration 7F: 3 clusters Score -272900.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -273096.125000 Penalty: 1616.548828
	Iteration 8Q: 3 clusters Score -273096.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -273279.468750 Penalty: 1616.548828
	Iteration 9Q: 3 clusters Score -273279.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -273397.500000 Penalty: 1616.548828
	Iteration 10Q: 3 clusters Score -273397.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -273475.375000 Penalty: 1616.548828
	Iteration 11Q: 3 clusters Score -273475.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -273535.625000 Penalty: 1616.548828
	Iteration 12Q: 3 clusters Score -273535.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -273574.812500 Penalty: 1616.548828
	Iteration 13Q: 3 clusters Score -273574.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -273597.812500 Penalty: 1616.548828
	Iteration 14Q: 3 clusters Score -273597.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -273617.656250 Penalty: 1616.548828
	Iteration 15Q: 3 clusters Score -273617.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -273632.312500 Penalty: 1616.548828
	Iteration 16Q: 3 clusters Score -273632.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -273642.906250 Penalty: 1616.548828
	Iteration 17Q: 3 clusters Score -273642.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -273649.906250 Penalty: 1616.548828
	Iteration 18Q: 3 clusters Score -273649.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -273656.906250 Penalty: 1616.548828
	Iteration 19Q: 3 clusters Score -273656.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -273662.656250 Penalty: 1616.548828
	Iteration 20F: 3 clusters Score -273662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -273664.875000 Penalty: 1616.548828
	Iteration 21Q: 3 clusters Score -273664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -273667.218750 Penalty: 1616.548828
	Iteration 22Q: 3 clusters Score -273667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -273669.218750 Penalty: 1616.548828
	Iteration 23Q: 3 clusters Score -273669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -273669.781250 Penalty: 1616.548828
	Iteration 24Q: 3 clusters Score -273669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -273670.656250 Penalty: 1616.548828
	Iteration 25Q: 3 clusters Score -273670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -273670.656250 Penalty: 1616.548828
	Iteration 26F: 3 clusters Score -273670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Entering Unmasked Estep 
Score: -497609.562500 Penalty: 863.558716
	Iteration 0F: 2 clusters Score -497609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -491531.781250 Penalty: 1727.117432
	Iteration 0F: 3 clusters Score -491531.8 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -493690.968750 Penalty: 1727.117432
	Iteration 1F: 3 clusters Score -493691 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -493879.375000 Penalty: 1727.117432
	Iteration 2F: 3 clusters Score -493879.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -494045.625000 Penalty: 1727.117432
	Iteration 3Q: 3 clusters Score -494045.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -494207.031250 Penalty: 1727.117432
	Iteration 4Q: 3 clusters Score -494207 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -494374.500000 Penalty: 1727.117432
	Iteration 5Q: 3 clusters Score -494374.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -494532.281250 Penalty: 1727.117432
	Iteration 6Q: 3 clusters Score -494532.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -494704.437500 Penalty: 1727.117432
	Iteration 7Q: 3 clusters Score -494704.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -494858.531250 Penalty: 1727.117432
	Iteration 8Q: 3 clusters Score -494858.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -495000.656250 Penalty: 1727.117432
	Iteration 9Q: 3 clusters Score -495000.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -495151.312500 Penalty: 1727.117432
	Iteration 10Q: 3 clusters Score -495151.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -495309.875000 Penalty: 1727.117432
	Iteration 11Q: 3 clusters Score -495309.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -495475.468750 Penalty: 1727.117432
	Iteration 12Q: 3 clusters Score -495475.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -495631.375000 Penalty: 1727.117432
	Iteration 13Q: 3 clusters Score -495631.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -495761.687500 Penalty: 1727.117432
	Iteration 14Q: 3 clusters Score -495761.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -495863.625000 Penalty: 1727.117432
	Iteration 15Q: 3 clusters Score -495863.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -495972.031250 Penalty: 1727.117432
	Iteration 16Q: 3 clusters Score -495972 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -496064.125000 Penalty: 1727.117432
	Iteration 17Q: 3 clusters Score -496064.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -496187.187500 Penalty: 1727.117432
	Iteration 18Q: 3 clusters Score -496187.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -496289.375000 Penalty: 1727.117432
	Iteration 19Q: 3 clusters Score -496289.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -496385.718750 Penalty: 1727.117432
	Iteration 20F: 3 clusters Score -496385.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -496464.500000 Penalty: 1727.117432
	Iteration 21Q: 3 clusters Score -496464.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -496536.156250 Penalty: 1727.117432
	Iteration 22Q: 3 clusters Score -496536.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -496588.031250 Penalty: 1727.117432
	Iteration 23Q: 3 clusters Score -496588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -496630.718750 Penalty: 1727.117432
	Iteration 24Q: 3 clusters Score -496630.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -496666.250000 Penalty: 1727.117432
	Iteration 25Q: 3 clusters Score -496666.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -496693.000000 Penalty: 1727.117432
	Iteration 26Q: 3 clusters Score -496693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -496724.937500 Penalty: 1727.117432
	Iteration 27Q: 3 clusters Score -496724.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -496760.531250 Penalty: 1727.117432
	Iteration 28Q: 3 clusters Score -496760.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -496793.937500 Penalty: 1727.117432
	Iteration 29Q: 3 clusters Score -496793.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -496823.812500 Penalty: 1727.117432
	Iteration 30Q: 3 clusters Score -496823.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -496846.968750 Penalty: 1727.117432
	Iteration 31Q: 3 clusters Score -496847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -496862.406250 Penalty: 1727.117432
	Iteration 32Q: 3 clusters Score -496862.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -496872.906250 Penalty: 1727.117432
	Iteration 33Q: 3 clusters Score -496872.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -496881.843750 Penalty: 1727.117432
	Iteration 34Q: 3 clusters Score -496881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -496885.187500 Penalty: 1727.117432
	Iteration 35Q: 3 clusters Score -496885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -496888.687500 Penalty: 1727.117432
	Iteration 36Q: 3 clusters Score -496888.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -496893.062500 Penalty: 1727.117432
	Iteration 37Q: 3 clusters Score -496893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -496895.718750 Penalty: 1727.117432
	Iteration 38Q: 3 clusters Score -496895.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -496900.500000 Penalty: 1727.117432
	Iteration 39Q: 3 clusters Score -496900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -496902.437500 Penalty: 1727.117432
	Iteration 40F: 3 clusters Score -496902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -496904.625000 Penalty: 1727.117432
	Iteration 41Q: 3 clusters Score -496904.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -496908.343750 Penalty: 1727.117432
	Iteration 42Q: 3 clusters Score -496908.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -496909.593750 Penalty: 1727.117432
	Iteration 43Q: 3 clusters Score -496909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -496910.625000 Penalty: 1727.117432
	Iteration 44Q: 3 clusters Score -496910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -496910.625000 Penalty: 1727.117432
	Iteration 45F: 3 clusters Score -496910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Entering Unmasked Estep 
Score: -408907.906250 Penalty: 854.174744
	Iteration 0F: 2 clusters Score -408907.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -403404.937500 Penalty: 1708.349487
	Iteration 0F: 3 clusters Score -403404.9 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -405420.125000 Penalty: 1708.349487
	Iteration 1F: 3 clusters Score -405420.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -405799.437500 Penalty: 1708.349487
	Iteration 2F: 3 clusters Score -405799.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -406153.562500 Penalty: 1708.349487
	Iteration 3F: 3 clusters Score -406153.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -406468.437500 Penalty: 1708.349487
	Iteration 4F: 3 clusters Score -406468.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -406760.000000 Penalty: 1708.349487
	Iteration 5F: 3 clusters Score -406760 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -406989.437500 Penalty: 1708.349487
	Iteration 6Q: 3 clusters Score -406989.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -407166.000000 Penalty: 1708.349487
	Iteration 7Q: 3 clusters Score -407166 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -407298.593750 Penalty: 1708.349487
	Iteration 8Q: 3 clusters Score -407298.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -407413.875000 Penalty: 1708.349487
	Iteration 9Q: 3 clusters Score -407413.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -407498.187500 Penalty: 1708.349487
	Iteration 10Q: 3 clusters Score -407498.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -407590.156250 Penalty: 1708.349487
	Iteration 11Q: 3 clusters Score -407590.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -407666.468750 Penalty: 1708.349487
	Iteration 12Q: 3 clusters Score -407666.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -407749.968750 Penalty: 1708.349487
	Iteration 13Q: 3 clusters Score -407750 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -407835.406250 Penalty: 1708.349487
	Iteration 14Q: 3 clusters Score -407835.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -407932.343750 Penalty: 1708.349487
	Iteration 15Q: 3 clusters Score -407932.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -408049.031250 Penalty: 1708.349487
	Iteration 16Q: 3 clusters Score -408049 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -408150.218750 Penalty: 1708.349487
	Iteration 17Q: 3 clusters Score -408150.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -408214.625000 Penalty: 1708.349487
	Iteration 18Q: 3 clusters Score -408214.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -408277.500000 Penalty: 1708.349487
	Iteration 19Q: 3 clusters Score -408277.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -408348.875000 Penalty: 1708.349487
	Iteration 20F: 3 clusters Score -408348.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -408441.468750 Penalty: 1708.349487
	Iteration 21Q: 3 clusters Score -408441.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408568.968750 Penalty: 1708.349487
	Iteration 22Q: 3 clusters Score -408569 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -408721.781250 Penalty: 1708.349487
	Iteration 23Q: 3 clusters Score -408721.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -408876.500000 Penalty: 1708.349487
	Iteration 24Q: 3 clusters Score -408876.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -409028.437500 Penalty: 1708.349487
	Iteration 25Q: 3 clusters Score -409028.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -409135.906250 Penalty: 1708.349487
	Iteration 26Q: 3 clusters Score -409135.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -409206.500000 Penalty: 1708.349487
	Iteration 27Q: 3 clusters Score -409206.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -409254.250000 Penalty: 1708.349487
	Iteration 28Q: 3 clusters Score -409254.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -409285.875000 Penalty: 1708.349487
	Iteration 29Q: 3 clusters Score -409285.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -409298.781250 Penalty: 1708.349487
	Iteration 30Q: 3 clusters Score -409298.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -409307.843750 Penalty: 1708.349487
	Iteration 31Q: 3 clusters Score -409307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -409310.812500 Penalty: 1708.349487
	Iteration 32Q: 3 clusters Score -409310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -409311.781250 Penalty: 1708.349487
	Iteration 33Q: 3 clusters Score -409311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -409313.281250 Penalty: 1708.349487
	Iteration 34Q: 3 clusters Score -409313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -409315.625000 Penalty: 1708.349487
	Iteration 35Q: 3 clusters Score -409315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -409316.500000 Penalty: 1708.349487
	Iteration 36Q: 3 clusters Score -409316.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -409317.531250 Penalty: 1708.349487
	Iteration 37Q: 3 clusters Score -409317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -409317.875000 Penalty: 1708.349487
	Iteration 38Q: 3 clusters Score -409317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -409317.968750 Penalty: 1708.349487
	Iteration 39Q: 3 clusters Score -409318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -409317.968750 Penalty: 1708.349487
	Iteration 40F: 3 clusters Score -409318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 7084 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 19730 members 
Mstep: Class 7 contains 5749 members 
Mstep: Class 8 contains 37802 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 132119 members 
Mstep: Class 12 contains 74996 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 14371 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 288265 members 
Mstep: Class 20 contains 34035 members 
Mstep: Class 21 contains 12676 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 27727 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 949 members 
Entering Unmasked Estep 
Score: -38628392.000000 Penalty: 32088.166016
Splitting cluster 4 changes total score from -38628476.000000 to -38628392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (12237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Entering Unmasked Estep 
Score: -577704.375000 Penalty: 894.160828
	Iteration 0F: 2 clusters Score -577704.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -569450.750000 Penalty: 1788.321655
	Iteration 0F: 3 clusters Score -569450.8 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -572645.937500 Penalty: 1788.321655
	Iteration 1F: 3 clusters Score -572645.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -573014.937500 Penalty: 1788.321655
	Iteration 2F: 3 clusters Score -573014.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -573323.875000 Penalty: 1788.321655
	Iteration 3F: 3 clusters Score -573323.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -573572.625000 Penalty: 1788.321655
	Iteration 4F: 3 clusters Score -573572.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -573817.625000 Penalty: 1788.321655
	Iteration 5Q: 3 clusters Score -573817.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -574102.562500 Penalty: 1788.321655
	Iteration 6Q: 3 clusters Score -574102.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -574420.000000 Penalty: 1788.321655
	Iteration 7Q: 3 clusters Score -574420 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -574781.500000 Penalty: 1788.321655
	Iteration 8F: 3 clusters Score -574781.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -575175.437500 Penalty: 1788.321655
	Iteration 9F: 3 clusters Score -575175.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -575580.750000 Penalty: 1788.321655
	Iteration 10Q: 3 clusters Score -575580.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -575967.625000 Penalty: 1788.321655
	Iteration 11Q: 3 clusters Score -575967.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -576316.437500 Penalty: 1788.321655
	Iteration 12Q: 3 clusters Score -576316.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -576619.500000 Penalty: 1788.321655
	Iteration 13Q: 3 clusters Score -576619.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -576890.062500 Penalty: 1788.321655
	Iteration 14Q: 3 clusters Score -576890.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -577088.812500 Penalty: 1788.321655
	Iteration 15Q: 3 clusters Score -577088.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -577262.000000 Penalty: 1788.321655
	Iteration 16Q: 3 clusters Score -577262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -577374.062500 Penalty: 1788.321655
	Iteration 17Q: 3 clusters Score -577374.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -577433.000000 Penalty: 1788.321655
	Iteration 18Q: 3 clusters Score -577433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -577482.687500 Penalty: 1788.321655
	Iteration 19Q: 3 clusters Score -577482.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -577515.062500 Penalty: 1788.321655
	Iteration 20F: 3 clusters Score -577515.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -577550.437500 Penalty: 1788.321655
	Iteration 21Q: 3 clusters Score -577550.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -577580.187500 Penalty: 1788.321655
	Iteration 22Q: 3 clusters Score -577580.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -577596.000000 Penalty: 1788.321655
	Iteration 23Q: 3 clusters Score -577596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -577610.375000 Penalty: 1788.321655
	Iteration 24Q: 3 clusters Score -577610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -577618.812500 Penalty: 1788.321655
	Iteration 25Q: 3 clusters Score -577618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -577621.500000 Penalty: 1788.321655
	Iteration 26Q: 3 clusters Score -577621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -577626.750000 Penalty: 1788.321655
	Iteration 27Q: 3 clusters Score -577626.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -577630.250000 Penalty: 1788.321655
	Iteration 28Q: 3 clusters Score -577630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -577632.687500 Penalty: 1788.321655
	Iteration 29Q: 3 clusters Score -577632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -577632.687500 Penalty: 1788.321655
	Iteration 30Q: 3 clusters Score -577632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -577633.500000 Penalty: 1788.321655
	Iteration 31Q: 3 clusters Score -577633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -577633.500000 Penalty: 1788.321655
	Iteration 32F: 3 clusters Score -577633.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Entering Unmasked Estep 
Score: -1058653.875000 Penalty: 939.540039
	Iteration 0F: 2 clusters Score -1058654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1045395.812500 Penalty: 1879.080078
	Iteration 0F: 3 clusters Score -1045396 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1050726.375000 Penalty: 1879.080078
	Iteration 1F: 3 clusters Score -1050726 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1051245.125000 Penalty: 1879.080078
	Iteration 2F: 3 clusters Score -1051245 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1051885.875000 Penalty: 1879.080078
	Iteration 3F: 3 clusters Score -1051886 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1052612.500000 Penalty: 1879.080078
	Iteration 4F: 3 clusters Score -1052612 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1053361.750000 Penalty: 1879.080078
	Iteration 5F: 3 clusters Score -1053362 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1054022.625000 Penalty: 1879.080078
	Iteration 6F: 3 clusters Score -1054023 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1054458.625000 Penalty: 1879.080078
	Iteration 7F: 3 clusters Score -1054459 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1054773.375000 Penalty: 1879.080078
	Iteration 8Q: 3 clusters Score -1054773 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1055023.000000 Penalty: 1879.080078
	Iteration 9Q: 3 clusters Score -1055023 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1055232.625000 Penalty: 1879.080078
	Iteration 10Q: 3 clusters Score -1055233 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1055412.625000 Penalty: 1879.080078
	Iteration 11Q: 3 clusters Score -1055413 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1055599.125000 Penalty: 1879.080078
	Iteration 12Q: 3 clusters Score -1055599 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1055767.125000 Penalty: 1879.080078
	Iteration 13Q: 3 clusters Score -1055767 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1055939.250000 Penalty: 1879.080078
	Iteration 14Q: 3 clusters Score -1055939 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1056082.750000 Penalty: 1879.080078
	Iteration 15Q: 3 clusters Score -1056083 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1056197.750000 Penalty: 1879.080078
	Iteration 16Q: 3 clusters Score -1056198 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1056299.500000 Penalty: 1879.080078
	Iteration 17Q: 3 clusters Score -1056300 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1056385.250000 Penalty: 1879.080078
	Iteration 18Q: 3 clusters Score -1056385 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1056464.750000 Penalty: 1879.080078
	Iteration 19Q: 3 clusters Score -1056465 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1056544.750000 Penalty: 1879.080078
	Iteration 20F: 3 clusters Score -1056545 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1056634.750000 Penalty: 1879.080078
	Iteration 21Q: 3 clusters Score -1056635 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1056714.625000 Penalty: 1879.080078
	Iteration 22Q: 3 clusters Score -1056715 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1056793.250000 Penalty: 1879.080078
	Iteration 23Q: 3 clusters Score -1056793 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1056881.625000 Penalty: 1879.080078
	Iteration 24Q: 3 clusters Score -1056882 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1056992.250000 Penalty: 1879.080078
	Iteration 25Q: 3 clusters Score -1056992 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1057103.500000 Penalty: 1879.080078
	Iteration 26Q: 3 clusters Score -1057104 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1057201.375000 Penalty: 1879.080078
	Iteration 27Q: 3 clusters Score -1057201 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1057295.375000 Penalty: 1879.080078
	Iteration 28Q: 3 clusters Score -1057295 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1057384.875000 Penalty: 1879.080078
	Iteration 29Q: 3 clusters Score -1057385 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1057466.125000 Penalty: 1879.080078
	Iteration 30Q: 3 clusters Score -1057466 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1057536.750000 Penalty: 1879.080078
	Iteration 31Q: 3 clusters Score -1057537 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1057605.250000 Penalty: 1879.080078
	Iteration 32Q: 3 clusters Score -1057605 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1057672.750000 Penalty: 1879.080078
	Iteration 33Q: 3 clusters Score -1057673 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1057728.250000 Penalty: 1879.080078
	Iteration 34Q: 3 clusters Score -1057728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1057774.875000 Penalty: 1879.080078
	Iteration 35Q: 3 clusters Score -1057775 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1057811.875000 Penalty: 1879.080078
	Iteration 36Q: 3 clusters Score -1057812 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1057851.250000 Penalty: 1879.080078
	Iteration 37Q: 3 clusters Score -1057851 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1057888.250000 Penalty: 1879.080078
	Iteration 38Q: 3 clusters Score -1057888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1057918.500000 Penalty: 1879.080078
	Iteration 39Q: 3 clusters Score -1057918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1057947.250000 Penalty: 1879.080078
	Iteration 40F: 3 clusters Score -1057947 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1057973.500000 Penalty: 1879.080078
	Iteration 41Q: 3 clusters Score -1057974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1057994.875000 Penalty: 1879.080078
	Iteration 42Q: 3 clusters Score -1057995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1058011.250000 Penalty: 1879.080078
	Iteration 43Q: 3 clusters Score -1058011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1058027.375000 Penalty: 1879.080078
	Iteration 44Q: 3 clusters Score -1058027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1058041.250000 Penalty: 1879.080078
	Iteration 45Q: 3 clusters Score -1058041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1058048.375000 Penalty: 1879.080078
	Iteration 46Q: 3 clusters Score -1058048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1058054.375000 Penalty: 1879.080078
	Iteration 47Q: 3 clusters Score -1058054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1058058.875000 Penalty: 1879.080078
	Iteration 48Q: 3 clusters Score -1058059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1058067.375000 Penalty: 1879.080078
	Iteration 49Q: 3 clusters Score -1058067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1058069.000000 Penalty: 1879.080078
	Iteration 50Q: 3 clusters Score -1058069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1058071.750000 Penalty: 1879.080078
	Iteration 51Q: 3 clusters Score -1058072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1058075.000000 Penalty: 1879.080078
	Iteration 52Q: 3 clusters Score -1058075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1058078.500000 Penalty: 1879.080078
	Iteration 53Q: 3 clusters Score -1058078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1058083.125000 Penalty: 1879.080078
	Iteration 54Q: 3 clusters Score -1058083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1058087.750000 Penalty: 1879.080078
	Iteration 55Q: 3 clusters Score -1058088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1058090.500000 Penalty: 1879.080078
	Iteration 56Q: 3 clusters Score -1058090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1058092.500000 Penalty: 1879.080078
	Iteration 57Q: 3 clusters Score -1058092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1058093.625000 Penalty: 1879.080078
	Iteration 58Q: 3 clusters Score -1058094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1058097.250000 Penalty: 1879.080078
	Iteration 59Q: 3 clusters Score -1058097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1058100.750000 Penalty: 1879.080078
	Iteration 60F: 3 clusters Score -1058101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1058101.125000 Penalty: 1879.080078
	Iteration 61Q: 3 clusters Score -1058101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1058101.125000 Penalty: 1879.080078
	Iteration 62Q: 3 clusters Score -1058101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1058101.750000 Penalty: 1879.080078
	Iteration 63Q: 3 clusters Score -1058102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1058103.625000 Penalty: 1879.080078
	Iteration 64Q: 3 clusters Score -1058104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1058103.250000 Penalty: 1879.080078
	Iteration 65Q: 3 clusters Score -1058103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1058103.250000 Penalty: 1879.080078
	Iteration 66F: 3 clusters Score -1058103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -283226.812500 Penalty: 822.394226
	Iteration 0F: 2 clusters Score -283226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -279277.718750 Penalty: 1644.788452
	Iteration 0F: 3 clusters Score -279277.7 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -281007.468750 Penalty: 1644.788452
	Iteration 1F: 3 clusters Score -281007.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -281518.625000 Penalty: 1644.788452
	Iteration 2F: 3 clusters Score -281518.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -281945.343750 Penalty: 1644.788452
	Iteration 3F: 3 clusters Score -281945.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -282315.812500 Penalty: 1644.788452
	Iteration 4F: 3 clusters Score -282315.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -282671.093750 Penalty: 1644.788452
	Iteration 5F: 3 clusters Score -282671.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -282923.312500 Penalty: 1644.788452
	Iteration 6Q: 3 clusters Score -282923.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -283093.500000 Penalty: 1644.788452
	Iteration 7Q: 3 clusters Score -283093.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -283222.781250 Penalty: 1644.788452
	Iteration 8Q: 3 clusters Score -283222.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -283272.281250 Penalty: 1644.788452
	Iteration 9Q: 3 clusters Score -283272.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -283300.843750 Penalty: 1644.788452
	Iteration 10Q: 3 clusters Score -283300.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -283319.625000 Penalty: 1644.788452
	Iteration 11Q: 3 clusters Score -283319.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -283330.250000 Penalty: 1644.788452
	Iteration 12Q: 3 clusters Score -283330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -283340.000000 Penalty: 1644.788452
	Iteration 13Q: 3 clusters Score -283340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -283346.718750 Penalty: 1644.788452
	Iteration 14Q: 3 clusters Score -283346.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -283351.187500 Penalty: 1644.788452
	Iteration 15Q: 3 clusters Score -283351.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -283354.812500 Penalty: 1644.788452
	Iteration 16Q: 3 clusters Score -283354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -283356.375000 Penalty: 1644.788452
	Iteration 17Q: 3 clusters Score -283356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -283357.718750 Penalty: 1644.788452
	Iteration 18Q: 3 clusters Score -283357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -283359.437500 Penalty: 1644.788452
	Iteration 19Q: 3 clusters Score -283359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -283367.031250 Penalty: 1644.788452
	Iteration 20F: 3 clusters Score -283367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -283377.156250 Penalty: 1644.788452
	Iteration 21Q: 3 clusters Score -283377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -283380.687500 Penalty: 1644.788452
	Iteration 22Q: 3 clusters Score -283380.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -283385.031250 Penalty: 1644.788452
	Iteration 23Q: 3 clusters Score -283385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -283386.437500 Penalty: 1644.788452
	Iteration 24Q: 3 clusters Score -283386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -283386.406250 Penalty: 1644.788452
	Iteration 25Q: 3 clusters Score -283386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -283386.500000 Penalty: 1644.788452
	Iteration 26Q: 3 clusters Score -283386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -283386.906250 Penalty: 1644.788452
	Iteration 27Q: 3 clusters Score -283386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -283386.906250 Penalty: 1644.788452
	Iteration 28F: 3 clusters Score -283386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 19730 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 37802 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 132119 members 
Mstep: Class 12 contains 74996 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 14371 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 288265 members 
Mstep: Class 20 contains 34035 members 
Mstep: Class 21 contains 12676 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 27727 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 5392 members 
Entering Unmasked Estep 
Score: -38628120.000000 Penalty: 32088.166016
Splitting cluster 7 changes total score from -38628476.000000 to -38628120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (37802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Entering Unmasked Estep 
Score: -2335167.500000 Penalty: 1001.311157
	Iteration 0F: 2 clusters Score -2335168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2309908.250000 Penalty: 2002.622314
	Iteration 0F: 3 clusters Score -2309908 nChanged 18006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2320052.500000 Penalty: 2002.622314
	Iteration 1F: 3 clusters Score -2320052 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2320285.250000 Penalty: 2002.622314
	Iteration 2Q: 3 clusters Score -2320285 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2320537.000000 Penalty: 2002.622314
	Iteration 3Q: 3 clusters Score -2320537 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2320810.250000 Penalty: 2002.622314
	Iteration 4Q: 3 clusters Score -2320810 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2321145.750000 Penalty: 2002.622314
	Iteration 5Q: 3 clusters Score -2321146 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2321691.250000 Penalty: 2002.622314
	Iteration 6Q: 3 clusters Score -2321691 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2322605.500000 Penalty: 2002.622314
	Iteration 7Q: 3 clusters Score -2322606 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2324119.000000 Penalty: 2002.622314
	Iteration 8F: 3 clusters Score -2324119 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2326074.500000 Penalty: 2002.622314
	Iteration 9F: 3 clusters Score -2326074 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2327657.250000 Penalty: 2002.622314
	Iteration 10F: 3 clusters Score -2327657 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2328499.750000 Penalty: 2002.622314
	Iteration 11Q: 3 clusters Score -2328500 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2328886.500000 Penalty: 2002.622314
	Iteration 12Q: 3 clusters Score -2328886 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2329115.000000 Penalty: 2002.622314
	Iteration 13Q: 3 clusters Score -2329115 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2329301.250000 Penalty: 2002.622314
	Iteration 14Q: 3 clusters Score -2329301 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2329501.000000 Penalty: 2002.622314
	Iteration 15Q: 3 clusters Score -2329501 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2329747.750000 Penalty: 2002.622314
	Iteration 16Q: 3 clusters Score -2329748 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2329995.750000 Penalty: 2002.622314
	Iteration 17Q: 3 clusters Score -2329996 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2330287.000000 Penalty: 2002.622314
	Iteration 18Q: 3 clusters Score -2330287 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2330570.750000 Penalty: 2002.622314
	Iteration 19Q: 3 clusters Score -2330571 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2330871.750000 Penalty: 2002.622314
	Iteration 20F: 3 clusters Score -2330872 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2331237.000000 Penalty: 2002.622314
	Iteration 21Q: 3 clusters Score -2331237 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2331614.750000 Penalty: 2002.622314
	Iteration 22Q: 3 clusters Score -2331615 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2331972.000000 Penalty: 2002.622314
	Iteration 23Q: 3 clusters Score -2331972 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2332334.000000 Penalty: 2002.622314
	Iteration 24Q: 3 clusters Score -2332334 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2332662.000000 Penalty: 2002.622314
	Iteration 25Q: 3 clusters Score -2332662 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2332960.000000 Penalty: 2002.622314
	Iteration 26Q: 3 clusters Score -2332960 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2333248.000000 Penalty: 2002.622314
	Iteration 27Q: 3 clusters Score -2333248 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2333483.250000 Penalty: 2002.622314
	Iteration 28Q: 3 clusters Score -2333483 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2333653.000000 Penalty: 2002.622314
	Iteration 29Q: 3 clusters Score -2333653 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2333787.750000 Penalty: 2002.622314
	Iteration 30Q: 3 clusters Score -2333788 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2333922.500000 Penalty: 2002.622314
	Iteration 31Q: 3 clusters Score -2333922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2334016.250000 Penalty: 2002.622314
	Iteration 32Q: 3 clusters Score -2334016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2334120.500000 Penalty: 2002.622314
	Iteration 33Q: 3 clusters Score -2334120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2334173.500000 Penalty: 2002.622314
	Iteration 34Q: 3 clusters Score -2334174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2334216.250000 Penalty: 2002.622314
	Iteration 35Q: 3 clusters Score -2334216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2334238.250000 Penalty: 2002.622314
	Iteration 36Q: 3 clusters Score -2334238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2334264.500000 Penalty: 2002.622314
	Iteration 37Q: 3 clusters Score -2334264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2334269.500000 Penalty: 2002.622314
	Iteration 38Q: 3 clusters Score -2334270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2334276.250000 Penalty: 2002.622314
	Iteration 39Q: 3 clusters Score -2334276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2334285.500000 Penalty: 2002.622314
	Iteration 40F: 3 clusters Score -2334286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2334289.750000 Penalty: 2002.622314
	Iteration 41Q: 3 clusters Score -2334290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2334297.000000 Penalty: 2002.622314
	Iteration 42Q: 3 clusters Score -2334297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2334298.000000 Penalty: 2002.622314
	Iteration 43Q: 3 clusters Score -2334298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2334299.000000 Penalty: 2002.622314
	Iteration 44Q: 3 clusters Score -2334299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2334299.000000 Penalty: 2002.622314
	Iteration 45F: 3 clusters Score -2334299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -80342.203125 Penalty: 695.008972
	Iteration 0F: 2 clusters Score -80342.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -78951.328125 Penalty: 1390.017944
	Iteration 0F: 3 clusters Score -78951.33 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -79280.273438 Penalty: 1390.017944
	Iteration 1F: 3 clusters Score -79280.27 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -79389.140625 Penalty: 1390.017944
	Iteration 2F: 3 clusters Score -79389.14 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -79451.804688 Penalty: 1390.017944
	Iteration 3F: 3 clusters Score -79451.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -79489.460938 Penalty: 1390.017944
	Iteration 4Q: 3 clusters Score -79489.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -79511.539062 Penalty: 1390.017944
	Iteration 5Q: 3 clusters Score -79511.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -79536.656250 Penalty: 1390.017944
	Iteration 6Q: 3 clusters Score -79536.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79560.554688 Penalty: 1390.017944
	Iteration 7Q: 3 clusters Score -79560.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79585.710938 Penalty: 1390.017944
	Iteration 8Q: 3 clusters Score -79585.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79601.953125 Penalty: 1390.017944
	Iteration 9Q: 3 clusters Score -79601.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79619.382812 Penalty: 1390.017944
	Iteration 10Q: 3 clusters Score -79619.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -79640.585938 Penalty: 1390.017944
	Iteration 11Q: 3 clusters Score -79640.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -79654.648438 Penalty: 1390.017944
	Iteration 12Q: 3 clusters Score -79654.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79666.351562 Penalty: 1390.017944
	Iteration 13Q: 3 clusters Score -79666.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79678.367188 Penalty: 1390.017944
	Iteration 14Q: 3 clusters Score -79678.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79684.703125 Penalty: 1390.017944
	Iteration 15Q: 3 clusters Score -79684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79687.750000 Penalty: 1390.017944
	Iteration 16Q: 3 clusters Score -79687.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79694.125000 Penalty: 1390.017944
	Iteration 17Q: 3 clusters Score -79694.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79697.031250 Penalty: 1390.017944
	Iteration 18Q: 3 clusters Score -79697.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79699.820312 Penalty: 1390.017944
	Iteration 19Q: 3 clusters Score -79699.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79702.554688 Penalty: 1390.017944
	Iteration 20F: 3 clusters Score -79702.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79704.257812 Penalty: 1390.017944
	Iteration 21Q: 3 clusters Score -79704.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79707.210938 Penalty: 1390.017944
	Iteration 22Q: 3 clusters Score -79707.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79711.617188 Penalty: 1390.017944
	Iteration 23Q: 3 clusters Score -79711.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79712.976562 Penalty: 1390.017944
	Iteration 24Q: 3 clusters Score -79712.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79714.515625 Penalty: 1390.017944
	Iteration 25Q: 3 clusters Score -79714.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79714.765625 Penalty: 1390.017944
	Iteration 26Q: 3 clusters Score -79714.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79714.765625 Penalty: 1390.017944
	Iteration 27F: 3 clusters Score -79714.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -267042.531250 Penalty: 797.848938
	Iteration 0F: 2 clusters Score -267042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -263781.937500 Penalty: 1595.697876
	Iteration 0F: 3 clusters Score -263781.9 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -264780.062500 Penalty: 1595.697876
	Iteration 1F: 3 clusters Score -264780.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -264885.500000 Penalty: 1595.697876
	Iteration 2F: 3 clusters Score -264885.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -264979.593750 Penalty: 1595.697876
	Iteration 3Q: 3 clusters Score -264979.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -265074.062500 Penalty: 1595.697876
	Iteration 4Q: 3 clusters Score -265074.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -265162.062500 Penalty: 1595.697876
	Iteration 5Q: 3 clusters Score -265162.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -265257.062500 Penalty: 1595.697876
	Iteration 6Q: 3 clusters Score -265257.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -265378.468750 Penalty: 1595.697876
	Iteration 7Q: 3 clusters Score -265378.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -265504.312500 Penalty: 1595.697876
	Iteration 8Q: 3 clusters Score -265504.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -265644.625000 Penalty: 1595.697876
	Iteration 9Q: 3 clusters Score -265644.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -265791.906250 Penalty: 1595.697876
	Iteration 10Q: 3 clusters Score -265791.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -265920.500000 Penalty: 1595.697876
	Iteration 11Q: 3 clusters Score -265920.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -266042.218750 Penalty: 1595.697876
	Iteration 12Q: 3 clusters Score -266042.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -266126.468750 Penalty: 1595.697876
	Iteration 13Q: 3 clusters Score -266126.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -266181.687500 Penalty: 1595.697876
	Iteration 14Q: 3 clusters Score -266181.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -266212.562500 Penalty: 1595.697876
	Iteration 15Q: 3 clusters Score -266212.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -266235.437500 Penalty: 1595.697876
	Iteration 16Q: 3 clusters Score -266235.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -266259.218750 Penalty: 1595.697876
	Iteration 17Q: 3 clusters Score -266259.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -266277.250000 Penalty: 1595.697876
	Iteration 18Q: 3 clusters Score -266277.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -266291.406250 Penalty: 1595.697876
	Iteration 19Q: 3 clusters Score -266291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -266305.375000 Penalty: 1595.697876
	Iteration 20F: 3 clusters Score -266305.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -266314.000000 Penalty: 1595.697876
	Iteration 21Q: 3 clusters Score -266314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -266321.562500 Penalty: 1595.697876
	Iteration 22Q: 3 clusters Score -266321.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -266330.750000 Penalty: 1595.697876
	Iteration 23Q: 3 clusters Score -266330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -266340.937500 Penalty: 1595.697876
	Iteration 24Q: 3 clusters Score -266340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -266346.250000 Penalty: 1595.697876
	Iteration 25Q: 3 clusters Score -266346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -266351.968750 Penalty: 1595.697876
	Iteration 26Q: 3 clusters Score -266352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -266354.281250 Penalty: 1595.697876
	Iteration 27Q: 3 clusters Score -266354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -266354.812500 Penalty: 1595.697876
	Iteration 28Q: 3 clusters Score -266354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -266356.781250 Penalty: 1595.697876
	Iteration 29Q: 3 clusters Score -266356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -266356.781250 Penalty: 1595.697876
	Iteration 30F: 3 clusters Score -266356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Entering Unmasked Estep 
Score: -7199219.500000 Penalty: 1120.188477
	Iteration 0F: 2 clusters Score -7199220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -7110215.000000 Penalty: 2240.376953
	Iteration 0F: 3 clusters Score -7110215 nChanged 64181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -7149972.500000 Penalty: 2240.376953
	Iteration 1F: 3 clusters Score -7149972 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -7152386.000000 Penalty: 2240.376953
	Iteration 2Q: 3 clusters Score -7152386 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -7155286.000000 Penalty: 2240.376953
	Iteration 3Q: 3 clusters Score -7155286 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -7158584.000000 Penalty: 2240.376953
	Iteration 4F: 3 clusters Score -7158584 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -7161861.000000 Penalty: 2240.376953
	Iteration 5F: 3 clusters Score -7161861 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -7165008.500000 Penalty: 2240.376953
	Iteration 6F: 3 clusters Score -7165008 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -7167710.000000 Penalty: 2240.376953
	Iteration 7Q: 3 clusters Score -7167710 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -7170123.000000 Penalty: 2240.376953
	Iteration 8Q: 3 clusters Score -7170123 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -7172085.500000 Penalty: 2240.376953
	Iteration 9Q: 3 clusters Score -7172086 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -7173760.000000 Penalty: 2240.376953
	Iteration 10Q: 3 clusters Score -7173760 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -7175186.500000 Penalty: 2240.376953
	Iteration 11Q: 3 clusters Score -7175186 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -7176058.000000 Penalty: 2240.376953
	Iteration 12Q: 3 clusters Score -7176058 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -7176708.500000 Penalty: 2240.376953
	Iteration 13Q: 3 clusters Score -7176708 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -7177117.000000 Penalty: 2240.376953
	Iteration 14Q: 3 clusters Score -7177117 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -7177441.500000 Penalty: 2240.376953
	Iteration 15Q: 3 clusters Score -7177442 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -7177758.000000 Penalty: 2240.376953
	Iteration 16Q: 3 clusters Score -7177758 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -7178081.500000 Penalty: 2240.376953
	Iteration 17Q: 3 clusters Score -7178082 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -7178474.000000 Penalty: 2240.376953
	Iteration 18Q: 3 clusters Score -7178474 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 92606 members 
Entering Unmasked Estep 
Score: -7178883.500000 Penalty: 2240.376953
	Iteration 19Q: 3 clusters Score -7178884 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -7179383.000000 Penalty: 2240.376953
	Iteration 20F: 3 clusters Score -7179383 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -7179971.500000 Penalty: 2240.376953
	Iteration 21Q: 3 clusters Score -7179972 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -7180718.500000 Penalty: 2240.376953
	Iteration 22Q: 3 clusters Score -7180718 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -7181537.000000 Penalty: 2240.376953
	Iteration 23Q: 3 clusters Score -7181537 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 104512 members 
Entering Unmasked Estep 
Score: -7182463.000000 Penalty: 2240.376953
	Iteration 24Q: 3 clusters Score -7182463 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 107267 members 
Entering Unmasked Estep 
Score: -7183543.000000 Penalty: 2240.376953
	Iteration 25Q: 3 clusters Score -7183543 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -7184729.500000 Penalty: 2240.376953
	Iteration 26Q: 3 clusters Score -7184730 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 112994 members 
Entering Unmasked Estep 
Score: -7186074.500000 Penalty: 2240.376953
	Iteration 27Q: 3 clusters Score -7186074 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -7187571.500000 Penalty: 2240.376953
	Iteration 28Q: 3 clusters Score -7187572 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 118819 members 
Entering Unmasked Estep 
Score: -7189180.000000 Penalty: 2240.376953
	Iteration 29Q: 3 clusters Score -7189180 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 121487 members 
Entering Unmasked Estep 
Score: -7190753.000000 Penalty: 2240.376953
	Iteration 30Q: 3 clusters Score -7190753 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 123965 members 
Entering Unmasked Estep 
Score: -7192372.000000 Penalty: 2240.376953
	Iteration 31Q: 3 clusters Score -7192372 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 126199 members 
Entering Unmasked Estep 
Score: -7193934.500000 Penalty: 2240.376953
	Iteration 32Q: 3 clusters Score -7193934 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 128101 members 
Entering Unmasked Estep 
Score: -7195347.500000 Penalty: 2240.376953
	Iteration 33Q: 3 clusters Score -7195348 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 129604 members 
Entering Unmasked Estep 
Score: -7196539.000000 Penalty: 2240.376953
	Iteration 34Q: 3 clusters Score -7196539 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -7197314.000000 Penalty: 2240.376953
	Iteration 35Q: 3 clusters Score -7197314 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -7197742.500000 Penalty: 2240.376953
	Iteration 36Q: 3 clusters Score -7197742 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 131562 members 
Entering Unmasked Estep 
Score: -7197977.500000 Penalty: 2240.376953
	Iteration 37Q: 3 clusters Score -7197978 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 131712 members 
Entering Unmasked Estep 
Score: -7198059.000000 Penalty: 2240.376953
	Iteration 38Q: 3 clusters Score -7198059 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -7198136.500000 Penalty: 2240.376953
	Iteration 39Q: 3 clusters Score -7198136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 131846 members 
Entering Unmasked Estep 
Score: -7198178.000000 Penalty: 2240.376953
	Iteration 40F: 3 clusters Score -7198178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 131867 members 
Entering Unmasked Estep 
Score: -7198204.500000 Penalty: 2240.376953
	Iteration 41Q: 3 clusters Score -7198204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131887 members 
Entering Unmasked Estep 
Score: -7198223.000000 Penalty: 2240.376953
	Iteration 42Q: 3 clusters Score -7198223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 131898 members 
Entering Unmasked Estep 
Score: -7198233.500000 Penalty: 2240.376953
	Iteration 43Q: 3 clusters Score -7198234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131906 members 
Entering Unmasked Estep 
Score: -7198232.500000 Penalty: 2240.376953
	Iteration 44Q: 3 clusters Score -7198232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 131909 members 
Entering Unmasked Estep 
Score: -7198241.500000 Penalty: 2240.376953
	Iteration 45Q: 3 clusters Score -7198242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 131908 members 
Entering Unmasked Estep 
Score: -7198236.500000 Penalty: 2240.376953
	Iteration 46Q: 3 clusters Score -7198236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 131911 members 
Entering Unmasked Estep 
Score: -7198245.000000 Penalty: 2240.376953
	Iteration 47Q: 3 clusters Score -7198245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 131912 members 
Entering Unmasked Estep 
Score: -7198243.500000 Penalty: 2240.376953
	Iteration 48Q: 3 clusters Score -7198244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 131911 members 
Entering Unmasked Estep 
Score: -7198245.500000 Penalty: 2240.376953
	Iteration 49Q: 3 clusters Score -7198246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 131912 members 
Entering Unmasked Estep 
Score: -7198244.500000 Penalty: 2240.376953
	Iteration 50Q: 3 clusters Score -7198244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 131914 members 
Entering Unmasked Estep 
Score: -7198250.000000 Penalty: 2240.376953
	Iteration 51Q: 3 clusters Score -7198250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -7198248.500000 Penalty: 2240.376953
	Iteration 52Q: 3 clusters Score -7198248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 131919 members 
Entering Unmasked Estep 
Score: -7198251.500000 Penalty: 2240.376953
	Iteration 53Q: 3 clusters Score -7198252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 131920 members 
Entering Unmasked Estep 
Score: -7198253.000000 Penalty: 2240.376953
	Iteration 54Q: 3 clusters Score -7198253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 131919 members 
Entering Unmasked Estep 
Score: -7198253.500000 Penalty: 2240.376953
	Iteration 55Q: 3 clusters Score -7198254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 131919 members 
Entering Unmasked Estep 
Score: -7198253.500000 Penalty: 2240.376953
	Iteration 56F: 3 clusters Score -7198254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Entering Unmasked Estep 
Score: -4068117.750000 Penalty: 1066.393066
	Iteration 0F: 2 clusters Score -4068118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4017845.250000 Penalty: 2132.786133
	Iteration 0F: 3 clusters Score -4017845 nChanged 36191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -4039410.000000 Penalty: 2132.786133
	Iteration 1F: 3 clusters Score -4039410 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -4040208.750000 Penalty: 2132.786133
	Iteration 2Q: 3 clusters Score -4040209 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4041287.250000 Penalty: 2132.786133
	Iteration 3Q: 3 clusters Score -4041287 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -4042731.500000 Penalty: 2132.786133
	Iteration 4Q: 3 clusters Score -4042732 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -4044608.250000 Penalty: 2132.786133
	Iteration 5F: 3 clusters Score -4044608 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4046820.250000 Penalty: 2132.786133
	Iteration 6F: 3 clusters Score -4046820 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -4049112.250000 Penalty: 2132.786133
	Iteration 7F: 3 clusters Score -4049112 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4050947.750000 Penalty: 2132.786133
	Iteration 8F: 3 clusters Score -4050948 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4052201.000000 Penalty: 2132.786133
	Iteration 9Q: 3 clusters Score -4052201 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -4052925.250000 Penalty: 2132.786133
	Iteration 10Q: 3 clusters Score -4052925 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -4053394.750000 Penalty: 2132.786133
	Iteration 11Q: 3 clusters Score -4053395 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -4053695.000000 Penalty: 2132.786133
	Iteration 12Q: 3 clusters Score -4053695 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -4053916.750000 Penalty: 2132.786133
	Iteration 13Q: 3 clusters Score -4053917 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -4054149.250000 Penalty: 2132.786133
	Iteration 14Q: 3 clusters Score -4054149 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -4054365.000000 Penalty: 2132.786133
	Iteration 15Q: 3 clusters Score -4054365 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -4054603.250000 Penalty: 2132.786133
	Iteration 16Q: 3 clusters Score -4054603 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -4054909.250000 Penalty: 2132.786133
	Iteration 17Q: 3 clusters Score -4054909 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -4055317.750000 Penalty: 2132.786133
	Iteration 18Q: 3 clusters Score -4055318 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -4055886.000000 Penalty: 2132.786133
	Iteration 19Q: 3 clusters Score -4055886 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -4056544.500000 Penalty: 2132.786133
	Iteration 20F: 3 clusters Score -4056544 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -4057455.250000 Penalty: 2132.786133
	Iteration 21Q: 3 clusters Score -4057455 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -4058638.000000 Penalty: 2132.786133
	Iteration 22Q: 3 clusters Score -4058638 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -4060045.000000 Penalty: 2132.786133
	Iteration 23Q: 3 clusters Score -4060045 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -4061533.250000 Penalty: 2132.786133
	Iteration 24Q: 3 clusters Score -4061533 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -4062976.500000 Penalty: 2132.786133
	Iteration 25Q: 3 clusters Score -4062976 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -4064235.000000 Penalty: 2132.786133
	Iteration 26Q: 3 clusters Score -4064235 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -4065229.750000 Penalty: 2132.786133
	Iteration 27Q: 3 clusters Score -4065230 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -4065940.750000 Penalty: 2132.786133
	Iteration 28Q: 3 clusters Score -4065941 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -4066434.500000 Penalty: 2132.786133
	Iteration 29Q: 3 clusters Score -4066434 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -4066731.250000 Penalty: 2132.786133
	Iteration 30Q: 3 clusters Score -4066731 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -4066969.000000 Penalty: 2132.786133
	Iteration 31Q: 3 clusters Score -4066969 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -4067110.000000 Penalty: 2132.786133
	Iteration 32Q: 3 clusters Score -4067110 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -4067201.750000 Penalty: 2132.786133
	Iteration 33Q: 3 clusters Score -4067202 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -4067282.000000 Penalty: 2132.786133
	Iteration 34Q: 3 clusters Score -4067282 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -4067331.750000 Penalty: 2132.786133
	Iteration 35Q: 3 clusters Score -4067332 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -4067360.750000 Penalty: 2132.786133
	Iteration 36Q: 3 clusters Score -4067361 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -4067385.750000 Penalty: 2132.786133
	Iteration 37Q: 3 clusters Score -4067386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -4067396.000000 Penalty: 2132.786133
	Iteration 38Q: 3 clusters Score -4067396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -4067414.250000 Penalty: 2132.786133
	Iteration 39Q: 3 clusters Score -4067414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -4067424.500000 Penalty: 2132.786133
	Iteration 40F: 3 clusters Score -4067424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -4067441.500000 Penalty: 2132.786133
	Iteration 41Q: 3 clusters Score -4067442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -4067459.250000 Penalty: 2132.786133
	Iteration 42Q: 3 clusters Score -4067459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -4067495.250000 Penalty: 2132.786133
	Iteration 43Q: 3 clusters Score -4067495 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 73698 members 
Entering Unmasked Estep 
Score: -4067541.500000 Penalty: 2132.786133
	Iteration 44Q: 3 clusters Score -4067542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -4067559.500000 Penalty: 2132.786133
	Iteration 45Q: 3 clusters Score -4067560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -4067579.000000 Penalty: 2132.786133
	Iteration 46Q: 3 clusters Score -4067579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -4067591.500000 Penalty: 2132.786133
	Iteration 47Q: 3 clusters Score -4067592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -4067589.500000 Penalty: 2132.786133
	Iteration 48Q: 3 clusters Score -4067590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -4067598.750000 Penalty: 2132.786133
	Iteration 49Q: 3 clusters Score -4067599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -4067606.250000 Penalty: 2132.786133
	Iteration 50Q: 3 clusters Score -4067606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -4067608.750000 Penalty: 2132.786133
	Iteration 51Q: 3 clusters Score -4067609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -4067618.750000 Penalty: 2132.786133
	Iteration 52Q: 3 clusters Score -4067619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -4067615.500000 Penalty: 2132.786133
	Iteration 53Q: 3 clusters Score -4067616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -4067621.750000 Penalty: 2132.786133
	Iteration 54Q: 3 clusters Score -4067622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -4067622.250000 Penalty: 2132.786133
	Iteration 55Q: 3 clusters Score -4067622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -4067625.250000 Penalty: 2132.786133
	Iteration 56Q: 3 clusters Score -4067625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -4067627.000000 Penalty: 2132.786133
	Iteration 57Q: 3 clusters Score -4067627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -4067625.500000 Penalty: 2132.786133
	Iteration 58Q: 3 clusters Score -4067626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -4067628.250000 Penalty: 2132.786133
	Iteration 59Q: 3 clusters Score -4067628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -4067627.750000 Penalty: 2132.786133
	Iteration 60F: 3 clusters Score -4067628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -4067629.750000 Penalty: 2132.786133
	Iteration 61Q: 3 clusters Score -4067630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -4067625.750000 Penalty: 2132.786133
	Iteration 62Q: 3 clusters Score -4067626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -4067625.750000 Penalty: 2132.786133
	Iteration 63F: 3 clusters Score -4067626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -127311.062500 Penalty: 748.208557
	Iteration 0F: 2 clusters Score -127311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -125287.179688 Penalty: 1496.417114
	Iteration 0F: 3 clusters Score -125287.2 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -126033.515625 Penalty: 1496.417114
	Iteration 1F: 3 clusters Score -126033.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -126238.187500 Penalty: 1496.417114
	Iteration 2F: 3 clusters Score -126238.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -126377.968750 Penalty: 1496.417114
	Iteration 3F: 3 clusters Score -126378 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -126492.718750 Penalty: 1496.417114
	Iteration 4F: 3 clusters Score -126492.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -126607.093750 Penalty: 1496.417114
	Iteration 5F: 3 clusters Score -126607.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126716.507812 Penalty: 1496.417114
	Iteration 6F: 3 clusters Score -126716.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -126799.781250 Penalty: 1496.417114
	Iteration 7Q: 3 clusters Score -126799.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126852.773438 Penalty: 1496.417114
	Iteration 8Q: 3 clusters Score -126852.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126890.203125 Penalty: 1496.417114
	Iteration 9Q: 3 clusters Score -126890.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126926.148438 Penalty: 1496.417114
	Iteration 10Q: 3 clusters Score -126926.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -126953.859375 Penalty: 1496.417114
	Iteration 11Q: 3 clusters Score -126953.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -126972.000000 Penalty: 1496.417114
	Iteration 12Q: 3 clusters Score -126972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126984.062500 Penalty: 1496.417114
	Iteration 13Q: 3 clusters Score -126984.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126992.148438 Penalty: 1496.417114
	Iteration 14Q: 3 clusters Score -126992.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -126996.781250 Penalty: 1496.417114
	Iteration 15Q: 3 clusters Score -126996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -126999.265625 Penalty: 1496.417114
	Iteration 16Q: 3 clusters Score -126999.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -127003.601562 Penalty: 1496.417114
	Iteration 17Q: 3 clusters Score -127003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127006.062500 Penalty: 1496.417114
	Iteration 18Q: 3 clusters Score -127006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -127008.945312 Penalty: 1496.417114
	Iteration 19Q: 3 clusters Score -127008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -127010.531250 Penalty: 1496.417114
	Iteration 20F: 3 clusters Score -127010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -127011.539062 Penalty: 1496.417114
	Iteration 21Q: 3 clusters Score -127011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127012.921875 Penalty: 1496.417114
	Iteration 22Q: 3 clusters Score -127012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -127014.656250 Penalty: 1496.417114
	Iteration 23Q: 3 clusters Score -127014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -127015.312500 Penalty: 1496.417114
	Iteration 24Q: 3 clusters Score -127015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -127016.023438 Penalty: 1496.417114
	Iteration 25Q: 3 clusters Score -127016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -127017.070312 Penalty: 1496.417114
	Iteration 26Q: 3 clusters Score -127017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -127017.218750 Penalty: 1496.417114
	Iteration 27Q: 3 clusters Score -127017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127018.390625 Penalty: 1496.417114
	Iteration 28Q: 3 clusters Score -127018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -127019.039062 Penalty: 1496.417114
	Iteration 29Q: 3 clusters Score -127019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -127019.195312 Penalty: 1496.417114
	Iteration 30Q: 3 clusters Score -127019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -127019.195312 Penalty: 1496.417114
	Iteration 31F: 3 clusters Score -127019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -175141.437500 Penalty: 764.391785
	Iteration 0F: 2 clusters Score -175141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -172783.718750 Penalty: 1528.783569
	Iteration 0F: 3 clusters Score -172783.7 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -173520.390625 Penalty: 1528.783569
	Iteration 1F: 3 clusters Score -173520.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -173701.343750 Penalty: 1528.783569
	Iteration 2F: 3 clusters Score -173701.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -173842.921875 Penalty: 1528.783569
	Iteration 3F: 3 clusters Score -173842.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -173971.453125 Penalty: 1528.783569
	Iteration 4F: 3 clusters Score -173971.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -174118.859375 Penalty: 1528.783569
	Iteration 5Q: 3 clusters Score -174118.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -174295.281250 Penalty: 1528.783569
	Iteration 6F: 3 clusters Score -174295.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -174456.421875 Penalty: 1528.783569
	Iteration 7Q: 3 clusters Score -174456.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -174595.062500 Penalty: 1528.783569
	Iteration 8Q: 3 clusters Score -174595.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -174669.828125 Penalty: 1528.783569
	Iteration 9Q: 3 clusters Score -174669.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -174715.218750 Penalty: 1528.783569
	Iteration 10Q: 3 clusters Score -174715.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -174745.312500 Penalty: 1528.783569
	Iteration 11Q: 3 clusters Score -174745.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -174755.515625 Penalty: 1528.783569
	Iteration 12Q: 3 clusters Score -174755.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -174760.546875 Penalty: 1528.783569
	Iteration 13Q: 3 clusters Score -174760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -174763.093750 Penalty: 1528.783569
	Iteration 14Q: 3 clusters Score -174763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174764.046875 Penalty: 1528.783569
	Iteration 15Q: 3 clusters Score -174764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174764.921875 Penalty: 1528.783569
	Iteration 16Q: 3 clusters Score -174764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -174765.406250 Penalty: 1528.783569
	Iteration 17Q: 3 clusters Score -174765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -174766.031250 Penalty: 1528.783569
	Iteration 18Q: 3 clusters Score -174766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -174766.046875 Penalty: 1528.783569
	Iteration 19Q: 3 clusters Score -174766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -174766.046875 Penalty: 1528.783569
	Iteration 20F: 3 clusters Score -174766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -97290.046875 Penalty: 733.190674
	Iteration 0F: 2 clusters Score -97290.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -95460.015625 Penalty: 1466.381348
	Iteration 0F: 3 clusters Score -95460.02 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -96098.750000 Penalty: 1466.381348
	Iteration 1F: 3 clusters Score -96098.75 nChanged 232
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: -96360.164062 Penalty: 1466.381348
	Iteration 2F: 3 clusters Score -96360.16 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -96629.515625 Penalty: 1466.381348
	Iteration 3F: 3 clusters Score -96629.52 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -96791.976562 Penalty: 1466.381348
	Iteration 4F: 3 clusters Score -96791.98 nChanged 105
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: -96912.117188 Penalty: 1466.381348
	Iteration 5Q: 3 clusters Score -96912.12 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -97022.734375 Penalty: 1466.381348
	Iteration 6Q: 3 clusters Score -97022.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -97120.968750 Penalty: 1466.381348
	Iteration 7Q: 3 clusters Score -97120.97 nChanged 68
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: -97166.507812 Penalty: 1466.381348
	Iteration 8Q: 3 clusters Score -97166.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -97191.812500 Penalty: 1466.381348
	Iteration 9Q: 3 clusters Score -97191.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -97203.445312 Penalty: 1466.381348
	Iteration 10Q: 3 clusters Score -97203.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -97214.054688 Penalty: 1466.381348
	Iteration 11Q: 3 clusters Score -97214.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -97218.875000 Penalty: 1466.381348
	Iteration 12Q: 3 clusters Score -97218.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -97222.312500 Penalty: 1466.381348
	Iteration 13Q: 3 clusters Score -97222.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -97224.421875 Penalty: 1466.381348
	Iteration 14Q: 3 clusters Score -97224.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -97225.656250 Penalty: 1466.381348
	Iteration 15Q: 3 clusters Score -97225.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -97225.617188 Penalty: 1466.381348
	Iteration 16Q: 3 clusters Score -97225.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -97225.617188 Penalty: 1466.381348
	Iteration 17F: 3 clusters Score -97225.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Entering Unmasked Estep 
Score: -1305090.375000 Penalty: 958.661072
	Iteration 0F: 2 clusters Score -1305090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1288951.750000 Penalty: 1917.322144
	Iteration 0F: 3 clusters Score -1288952 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1295457.125000 Penalty: 1917.322144
	Iteration 1F: 3 clusters Score -1295457 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1295940.125000 Penalty: 1917.322144
	Iteration 2F: 3 clusters Score -1295940 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1296500.000000 Penalty: 1917.322144
	Iteration 3F: 3 clusters Score -1296500 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1297187.625000 Penalty: 1917.322144
	Iteration 4F: 3 clusters Score -1297188 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1298040.375000 Penalty: 1917.322144
	Iteration 5F: 3 clusters Score -1298040 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1299045.750000 Penalty: 1917.322144
	Iteration 6F: 3 clusters Score -1299046 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1300083.625000 Penalty: 1917.322144
	Iteration 7F: 3 clusters Score -1300084 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1301135.250000 Penalty: 1917.322144
	Iteration 8F: 3 clusters Score -1301135 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -1302130.125000 Penalty: 1917.322144
	Iteration 9F: 3 clusters Score -1302130 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -1302991.750000 Penalty: 1917.322144
	Iteration 10Q: 3 clusters Score -1302992 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1303602.625000 Penalty: 1917.322144
	Iteration 11Q: 3 clusters Score -1303603 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -1303969.250000 Penalty: 1917.322144
	Iteration 12Q: 3 clusters Score -1303969 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -1304175.750000 Penalty: 1917.322144
	Iteration 13Q: 3 clusters Score -1304176 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -1304300.125000 Penalty: 1917.322144
	Iteration 14Q: 3 clusters Score -1304300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -1304406.375000 Penalty: 1917.322144
	Iteration 15Q: 3 clusters Score -1304406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -1304488.750000 Penalty: 1917.322144
	Iteration 16Q: 3 clusters Score -1304489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -1304621.625000 Penalty: 1917.322144
	Iteration 17Q: 3 clusters Score -1304622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -1304780.250000 Penalty: 1917.322144
	Iteration 18Q: 3 clusters Score -1304780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -1304836.750000 Penalty: 1917.322144
	Iteration 19Q: 3 clusters Score -1304837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -1304865.750000 Penalty: 1917.322144
	Iteration 20F: 3 clusters Score -1304866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -1304878.125000 Penalty: 1917.322144
	Iteration 21Q: 3 clusters Score -1304878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -1304883.625000 Penalty: 1917.322144
	Iteration 22Q: 3 clusters Score -1304884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -1304888.750000 Penalty: 1917.322144
	Iteration 23Q: 3 clusters Score -1304889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -1304893.125000 Penalty: 1917.322144
	Iteration 24Q: 3 clusters Score -1304893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -1304897.625000 Penalty: 1917.322144
	Iteration 25Q: 3 clusters Score -1304898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -1304904.375000 Penalty: 1917.322144
	Iteration 26Q: 3 clusters Score -1304904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -1304907.625000 Penalty: 1917.322144
	Iteration 27Q: 3 clusters Score -1304908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -1304917.000000 Penalty: 1917.322144
	Iteration 28Q: 3 clusters Score -1304917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -1304918.625000 Penalty: 1917.322144
	Iteration 29Q: 3 clusters Score -1304919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -1304918.625000 Penalty: 1917.322144
	Iteration 30Q: 3 clusters Score -1304919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -1304920.625000 Penalty: 1917.322144
	Iteration 31Q: 3 clusters Score -1304921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -1304920.250000 Penalty: 1917.322144
	Iteration 32Q: 3 clusters Score -1304920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -1304921.250000 Penalty: 1917.322144
	Iteration 33Q: 3 clusters Score -1304921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -1304922.000000 Penalty: 1917.322144
	Iteration 34Q: 3 clusters Score -1304922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -1304922.875000 Penalty: 1917.322144
	Iteration 35Q: 3 clusters Score -1304923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -1304924.500000 Penalty: 1917.322144
	Iteration 36Q: 3 clusters Score -1304924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -1304924.500000 Penalty: 1917.322144
	Iteration 37Q: 3 clusters Score -1304924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -1304925.750000 Penalty: 1917.322144
	Iteration 38Q: 3 clusters Score -1304926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -1304925.750000 Penalty: 1917.322144
	Iteration 39F: 3 clusters Score -1304926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Entering Unmasked Estep 
Score: -825741.625000 Penalty: 909.431885
	Iteration 0F: 2 clusters Score -825741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -816101.437500 Penalty: 1818.863770
	Iteration 0F: 3 clusters Score -816101.4 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -819709.437500 Penalty: 1818.863770
	Iteration 1F: 3 clusters Score -819709.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -820067.625000 Penalty: 1818.863770
	Iteration 2F: 3 clusters Score -820067.6 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -820614.875000 Penalty: 1818.863770
	Iteration 3F: 3 clusters Score -820614.9 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -821466.187500 Penalty: 1818.863770
	Iteration 4F: 3 clusters Score -821466.2 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -822531.500000 Penalty: 1818.863770
	Iteration 5F: 3 clusters Score -822531.5 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -823548.562500 Penalty: 1818.863770
	Iteration 6F: 3 clusters Score -823548.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -824247.812500 Penalty: 1818.863770
	Iteration 7F: 3 clusters Score -824247.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -824618.125000 Penalty: 1818.863770
	Iteration 8Q: 3 clusters Score -824618.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -824801.625000 Penalty: 1818.863770
	Iteration 9Q: 3 clusters Score -824801.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -824873.250000 Penalty: 1818.863770
	Iteration 10Q: 3 clusters Score -824873.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -824910.312500 Penalty: 1818.863770
	Iteration 11Q: 3 clusters Score -824910.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -824925.000000 Penalty: 1818.863770
	Iteration 12Q: 3 clusters Score -824925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -824928.875000 Penalty: 1818.863770
	Iteration 13Q: 3 clusters Score -824928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -824932.562500 Penalty: 1818.863770
	Iteration 14Q: 3 clusters Score -824932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -824935.687500 Penalty: 1818.863770
	Iteration 15Q: 3 clusters Score -824935.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -824938.750000 Penalty: 1818.863770
	Iteration 16Q: 3 clusters Score -824938.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -824938.750000 Penalty: 1818.863770
	Iteration 17F: 3 clusters Score -824938.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -237180.546875 Penalty: 796.273987
	Iteration 0F: 2 clusters Score -237180.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -233980.937500 Penalty: 1592.547974
	Iteration 0F: 3 clusters Score -233980.9 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -235053.093750 Penalty: 1592.547974
	Iteration 1F: 3 clusters Score -235053.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -235308.890625 Penalty: 1592.547974
	Iteration 2F: 3 clusters Score -235308.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -235532.531250 Penalty: 1592.547974
	Iteration 3F: 3 clusters Score -235532.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -235715.031250 Penalty: 1592.547974
	Iteration 4F: 3 clusters Score -235715 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -235870.078125 Penalty: 1592.547974
	Iteration 5F: 3 clusters Score -235870.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -235999.609375 Penalty: 1592.547974
	Iteration 6Q: 3 clusters Score -235999.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -236111.703125 Penalty: 1592.547974
	Iteration 7Q: 3 clusters Score -236111.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -236173.937500 Penalty: 1592.547974
	Iteration 8Q: 3 clusters Score -236173.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -236226.750000 Penalty: 1592.547974
	Iteration 9Q: 3 clusters Score -236226.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -236261.578125 Penalty: 1592.547974
	Iteration 10Q: 3 clusters Score -236261.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -236285.562500 Penalty: 1592.547974
	Iteration 11Q: 3 clusters Score -236285.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -236307.843750 Penalty: 1592.547974
	Iteration 12Q: 3 clusters Score -236307.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -236323.015625 Penalty: 1592.547974
	Iteration 13Q: 3 clusters Score -236323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -236335.265625 Penalty: 1592.547974
	Iteration 14Q: 3 clusters Score -236335.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -236345.031250 Penalty: 1592.547974
	Iteration 15Q: 3 clusters Score -236345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -236356.812500 Penalty: 1592.547974
	Iteration 16Q: 3 clusters Score -236356.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -236373.468750 Penalty: 1592.547974
	Iteration 17Q: 3 clusters Score -236373.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -236387.750000 Penalty: 1592.547974
	Iteration 18Q: 3 clusters Score -236387.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -236403.500000 Penalty: 1592.547974
	Iteration 19Q: 3 clusters Score -236403.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -236415.062500 Penalty: 1592.547974
	Iteration 20F: 3 clusters Score -236415.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -236432.281250 Penalty: 1592.547974
	Iteration 21Q: 3 clusters Score -236432.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -236445.640625 Penalty: 1592.547974
	Iteration 22Q: 3 clusters Score -236445.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -236461.406250 Penalty: 1592.547974
	Iteration 23Q: 3 clusters Score -236461.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -236473.859375 Penalty: 1592.547974
	Iteration 24Q: 3 clusters Score -236473.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -236488.703125 Penalty: 1592.547974
	Iteration 25Q: 3 clusters Score -236488.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -236501.906250 Penalty: 1592.547974
	Iteration 26Q: 3 clusters Score -236501.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -236513.171875 Penalty: 1592.547974
	Iteration 27Q: 3 clusters Score -236513.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -236522.171875 Penalty: 1592.547974
	Iteration 28Q: 3 clusters Score -236522.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -236529.734375 Penalty: 1592.547974
	Iteration 29Q: 3 clusters Score -236529.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -236536.625000 Penalty: 1592.547974
	Iteration 30Q: 3 clusters Score -236536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -236541.312500 Penalty: 1592.547974
	Iteration 31Q: 3 clusters Score -236541.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -236548.031250 Penalty: 1592.547974
	Iteration 32Q: 3 clusters Score -236548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -236549.953125 Penalty: 1592.547974
	Iteration 33Q: 3 clusters Score -236550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -236552.843750 Penalty: 1592.547974
	Iteration 34Q: 3 clusters Score -236552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -236554.078125 Penalty: 1592.547974
	Iteration 35Q: 3 clusters Score -236554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -236556.953125 Penalty: 1592.547974
	Iteration 36Q: 3 clusters Score -236557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -236558.812500 Penalty: 1592.547974
	Iteration 37Q: 3 clusters Score -236558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -236561.953125 Penalty: 1592.547974
	Iteration 38Q: 3 clusters Score -236562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -236564.296875 Penalty: 1592.547974
	Iteration 39Q: 3 clusters Score -236564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -236564.796875 Penalty: 1592.547974
	Iteration 40F: 3 clusters Score -236564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -236564.703125 Penalty: 1592.547974
	Iteration 41Q: 3 clusters Score -236564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -236565.515625 Penalty: 1592.547974
	Iteration 42Q: 3 clusters Score -236565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -236565.515625 Penalty: 1592.547974
	Iteration 43F: 3 clusters Score -236565.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (288265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288265 members 
Entering Unmasked Estep 
Score: -15713636.000000 Penalty: 1194.305298
	Iteration 0F: 2 clusters Score -1.571364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144312 members 
Mstep: Class 2 contains 143953 members 
Entering Unmasked Estep 
Score: -15522260.000000 Penalty: 2388.610596
	Iteration 0F: 3 clusters Score -1.552226e+07 nChanged 141212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158970 members 
Mstep: Class 2 contains 129295 members 
Entering Unmasked Estep 
Score: -15611572.000000 Penalty: 2388.610596
	Iteration 1F: 3 clusters Score -1.561157e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 119765 members 
Entering Unmasked Estep 
Score: -15617318.000000 Penalty: 2388.610596
	Iteration 2F: 3 clusters Score -1.561732e+07 nChanged 17095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181395 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -15624996.000000 Penalty: 2388.610596
	Iteration 3F: 3 clusters Score -1.5625e+07 nChanged 19332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197683 members 
Mstep: Class 2 contains 90582 members 
Entering Unmasked Estep 
Score: -15635726.000000 Penalty: 2388.610596
	Iteration 4F: 3 clusters Score -1.563573e+07 nChanged 20603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216746 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -15649071.000000 Penalty: 2388.610596
	Iteration 5F: 3 clusters Score -1.564907e+07 nChanged 21135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237409 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -15665794.000000 Penalty: 2388.610596
	Iteration 6F: 3 clusters Score -1.566579e+07 nChanged 19347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256682 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -15682855.000000 Penalty: 2388.610596
	Iteration 7F: 3 clusters Score -1.568286e+07 nChanged 14905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271581 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -15696930.000000 Penalty: 2388.610596
	Iteration 8F: 3 clusters Score -1.569693e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280643 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -15705621.000000 Penalty: 2388.610596
	Iteration 9Q: 3 clusters Score -1.570562e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285023 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -15709721.000000 Penalty: 2388.610596
	Iteration 10Q: 3 clusters Score -1.570972e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286759 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -15711514.000000 Penalty: 2388.610596
	Iteration 11Q: 3 clusters Score -1.571151e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287418 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -15712119.000000 Penalty: 2388.610596
	Iteration 12Q: 3 clusters Score -1.571212e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287637 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -15712423.000000 Penalty: 2388.610596
	Iteration 13Q: 3 clusters Score -1.571242e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287708 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15712539.000000 Penalty: 2388.610596
	Iteration 14Q: 3 clusters Score -1.571254e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287729 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15712712.000000 Penalty: 2388.610596
	Iteration 15Q: 3 clusters Score -1.571271e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287692 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15712859.000000 Penalty: 2388.610596
	Iteration 16Q: 3 clusters Score -1.571286e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287626 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -15713061.000000 Penalty: 2388.610596
	Iteration 17Q: 3 clusters Score -1.571306e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287555 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15713193.000000 Penalty: 2388.610596
	Iteration 18Q: 3 clusters Score -1.571319e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287478 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -15713355.000000 Penalty: 2388.610596
	Iteration 19Q: 3 clusters Score -1.571336e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287406 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15713494.000000 Penalty: 2388.610596
	Iteration 20F: 3 clusters Score -1.571349e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287315 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -15713595.000000 Penalty: 2388.610596
	Iteration 21Q: 3 clusters Score -1.57136e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287209 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -15713700.000000 Penalty: 2388.610596
	Iteration 22Q: 3 clusters Score -1.57137e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287115 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -15713736.000000 Penalty: 2388.610596
	Iteration 23Q: 3 clusters Score -1.571374e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287032 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -15713796.000000 Penalty: 2388.610596
	Iteration 24Q: 3 clusters Score -1.57138e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286977 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15713847.000000 Penalty: 2388.610596
	Iteration 25Q: 3 clusters Score -1.571385e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286936 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -15713876.000000 Penalty: 2388.610596
	Iteration 26Q: 3 clusters Score -1.571388e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286892 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -15713905.000000 Penalty: 2388.610596
	Iteration 27Q: 3 clusters Score -1.57139e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286863 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15713909.000000 Penalty: 2388.610596
	Iteration 28Q: 3 clusters Score -1.571391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286839 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15713900.000000 Penalty: 2388.610596
	Iteration 29Q: 3 clusters Score -1.57139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286827 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15713919.000000 Penalty: 2388.610596
	Iteration 30Q: 3 clusters Score -1.571392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286810 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -15713929.000000 Penalty: 2388.610596
	Iteration 31Q: 3 clusters Score -1.571393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286800 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -15713928.000000 Penalty: 2388.610596
	Iteration 32Q: 3 clusters Score -1.571393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286803 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -15713927.000000 Penalty: 2388.610596
	Iteration 33Q: 3 clusters Score -1.571393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286797 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15713925.000000 Penalty: 2388.610596
	Iteration 34Q: 3 clusters Score -1.571392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286790 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15713946.000000 Penalty: 2388.610596
	Iteration 35Q: 3 clusters Score -1.571395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286781 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -15713940.000000 Penalty: 2388.610596
	Iteration 36Q: 3 clusters Score -1.571394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286774 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -15713949.000000 Penalty: 2388.610596
	Iteration 37Q: 3 clusters Score -1.571395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286764 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15713936.000000 Penalty: 2388.610596
	Iteration 38Q: 3 clusters Score -1.571394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286754 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15713945.000000 Penalty: 2388.610596
	Iteration 39Q: 3 clusters Score -1.571394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286744 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15713936.000000 Penalty: 2388.610596
	Iteration 40F: 3 clusters Score -1.571394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286738 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -15713938.000000 Penalty: 2388.610596
	Iteration 41Q: 3 clusters Score -1.571394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286731 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -15713945.000000 Penalty: 2388.610596
	Iteration 42Q: 3 clusters Score -1.571394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286720 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -15713948.000000 Penalty: 2388.610596
	Iteration 43Q: 3 clusters Score -1.571395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286712 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -15713956.000000 Penalty: 2388.610596
	Iteration 44Q: 3 clusters Score -1.571396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286708 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15713958.000000 Penalty: 2388.610596
	Iteration 45Q: 3 clusters Score -1.571396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286700 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15713952.000000 Penalty: 2388.610596
	Iteration 46Q: 3 clusters Score -1.571395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286699 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -15713953.000000 Penalty: 2388.610596
	Iteration 47Q: 3 clusters Score -1.571395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286695 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -15713946.000000 Penalty: 2388.610596
	Iteration 48Q: 3 clusters Score -1.571395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286694 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15713952.000000 Penalty: 2388.610596
	Iteration 49Q: 3 clusters Score -1.571395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286693 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15713951.000000 Penalty: 2388.610596
	Iteration 50Q: 3 clusters Score -1.571395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286692 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15713954.000000 Penalty: 2388.610596
	Iteration 51Q: 3 clusters Score -1.571395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286690 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -15713951.000000 Penalty: 2388.610596
	Iteration 52Q: 3 clusters Score -1.571395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286689 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -15713945.000000 Penalty: 2388.610596
	Iteration 53Q: 3 clusters Score -1.571394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286686 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15713942.000000 Penalty: 2388.610596
	Iteration 54Q: 3 clusters Score -1.571394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286684 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15713946.000000 Penalty: 2388.610596
	Iteration 55Q: 3 clusters Score -1.571395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286682 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -15713953.000000 Penalty: 2388.610596
	Iteration 56Q: 3 clusters Score -1.571395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286679 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15713950.000000 Penalty: 2388.610596
	Iteration 57Q: 3 clusters Score -1.571395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286674 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -15713946.000000 Penalty: 2388.610596
	Iteration 58Q: 3 clusters Score -1.571395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286673 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15713947.000000 Penalty: 2388.610596
	Iteration 59Q: 3 clusters Score -1.571395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286672 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15713939.000000 Penalty: 2388.610596
	Iteration 60F: 3 clusters Score -1.571394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286672 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15713943.000000 Penalty: 2388.610596
	Iteration 61Q: 3 clusters Score -1.571394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286671 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15713949.000000 Penalty: 2388.610596
	Iteration 62Q: 3 clusters Score -1.571395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286672 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15713956.000000 Penalty: 2388.610596
	Iteration 63Q: 3 clusters Score -1.571396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286670 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15713950.000000 Penalty: 2388.610596
	Iteration 64Q: 3 clusters Score -1.571395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286671 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15713956.000000 Penalty: 2388.610596
	Iteration 65Q: 3 clusters Score -1.571396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286671 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15713956.000000 Penalty: 2388.610596
	Iteration 66F: 3 clusters Score -1.571396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 19730 members 
Mstep: Class 7 contains 5749 members 
Mstep: Class 8 contains 37802 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 132119 members 
Mstep: Class 12 contains 74996 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 14371 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 286671 members 
Mstep: Class 20 contains 34035 members 
Mstep: Class 21 contains 12676 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 27727 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 1594 members 
Entering Unmasked Estep 
Score: -38628808.000000 Penalty: 32088.166016
Splitting cluster 19 changes total score from -38628476.000000 to -38628808.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (34035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Entering Unmasked Estep 
Score: -1959973.625000 Penalty: 991.338745
	Iteration 0F: 2 clusters Score -1959974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1937224.375000 Penalty: 1982.677490
	Iteration 0F: 3 clusters Score -1937224 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1947107.125000 Penalty: 1982.677490
	Iteration 1F: 3 clusters Score -1947107 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1948044.875000 Penalty: 1982.677490
	Iteration 2F: 3 clusters Score -1948045 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1949160.250000 Penalty: 1982.677490
	Iteration 3F: 3 clusters Score -1949160 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1950457.500000 Penalty: 1982.677490
	Iteration 4F: 3 clusters Score -1950458 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1951797.500000 Penalty: 1982.677490
	Iteration 5F: 3 clusters Score -1951798 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -1952889.125000 Penalty: 1982.677490
	Iteration 6F: 3 clusters Score -1952889 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1953594.625000 Penalty: 1982.677490
	Iteration 7Q: 3 clusters Score -1953595 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1954019.500000 Penalty: 1982.677490
	Iteration 8Q: 3 clusters Score -1954020 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1954286.875000 Penalty: 1982.677490
	Iteration 9Q: 3 clusters Score -1954287 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1954498.625000 Penalty: 1982.677490
	Iteration 10Q: 3 clusters Score -1954499 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1954711.625000 Penalty: 1982.677490
	Iteration 11Q: 3 clusters Score -1954712 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1954913.625000 Penalty: 1982.677490
	Iteration 12Q: 3 clusters Score -1954914 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1955145.250000 Penalty: 1982.677490
	Iteration 13Q: 3 clusters Score -1955145 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1955403.500000 Penalty: 1982.677490
	Iteration 14Q: 3 clusters Score -1955404 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1955722.000000 Penalty: 1982.677490
	Iteration 15Q: 3 clusters Score -1955722 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1956065.000000 Penalty: 1982.677490
	Iteration 16Q: 3 clusters Score -1956065 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1956435.000000 Penalty: 1982.677490
	Iteration 17Q: 3 clusters Score -1956435 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1956823.750000 Penalty: 1982.677490
	Iteration 18Q: 3 clusters Score -1956824 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1957213.750000 Penalty: 1982.677490
	Iteration 19Q: 3 clusters Score -1957214 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1957555.625000 Penalty: 1982.677490
	Iteration 20F: 3 clusters Score -1957556 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1957841.500000 Penalty: 1982.677490
	Iteration 21Q: 3 clusters Score -1957842 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1958059.250000 Penalty: 1982.677490
	Iteration 22Q: 3 clusters Score -1958059 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1958262.000000 Penalty: 1982.677490
	Iteration 23Q: 3 clusters Score -1958262 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1958442.250000 Penalty: 1982.677490
	Iteration 24Q: 3 clusters Score -1958442 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1958597.875000 Penalty: 1982.677490
	Iteration 25Q: 3 clusters Score -1958598 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1958720.625000 Penalty: 1982.677490
	Iteration 26Q: 3 clusters Score -1958721 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1958806.625000 Penalty: 1982.677490
	Iteration 27Q: 3 clusters Score -1958807 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1958889.125000 Penalty: 1982.677490
	Iteration 28Q: 3 clusters Score -1958889 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1958954.500000 Penalty: 1982.677490
	Iteration 29Q: 3 clusters Score -1958954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1959006.375000 Penalty: 1982.677490
	Iteration 30Q: 3 clusters Score -1959006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1959051.625000 Penalty: 1982.677490
	Iteration 31Q: 3 clusters Score -1959052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1959102.750000 Penalty: 1982.677490
	Iteration 32Q: 3 clusters Score -1959103 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1959129.625000 Penalty: 1982.677490
	Iteration 33Q: 3 clusters Score -1959130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1959155.500000 Penalty: 1982.677490
	Iteration 34Q: 3 clusters Score -1959156 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1959167.125000 Penalty: 1982.677490
	Iteration 35Q: 3 clusters Score -1959167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1959188.875000 Penalty: 1982.677490
	Iteration 36Q: 3 clusters Score -1959189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1959203.250000 Penalty: 1982.677490
	Iteration 37Q: 3 clusters Score -1959203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1959214.500000 Penalty: 1982.677490
	Iteration 38Q: 3 clusters Score -1959214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1959221.000000 Penalty: 1982.677490
	Iteration 39Q: 3 clusters Score -1959221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1959228.250000 Penalty: 1982.677490
	Iteration 40F: 3 clusters Score -1959228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1959231.625000 Penalty: 1982.677490
	Iteration 41Q: 3 clusters Score -1959232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1959235.000000 Penalty: 1982.677490
	Iteration 42Q: 3 clusters Score -1959235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1959247.750000 Penalty: 1982.677490
	Iteration 43Q: 3 clusters Score -1959248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1959251.000000 Penalty: 1982.677490
	Iteration 44Q: 3 clusters Score -1959251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1959258.250000 Penalty: 1982.677490
	Iteration 45Q: 3 clusters Score -1959258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1959263.250000 Penalty: 1982.677490
	Iteration 46Q: 3 clusters Score -1959263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1959269.750000 Penalty: 1982.677490
	Iteration 47Q: 3 clusters Score -1959270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1959277.875000 Penalty: 1982.677490
	Iteration 48Q: 3 clusters Score -1959278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1959283.000000 Penalty: 1982.677490
	Iteration 49Q: 3 clusters Score -1959283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1959285.250000 Penalty: 1982.677490
	Iteration 50Q: 3 clusters Score -1959285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1959290.125000 Penalty: 1982.677490
	Iteration 51Q: 3 clusters Score -1959290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1959289.625000 Penalty: 1982.677490
	Iteration 52Q: 3 clusters Score -1959290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1959292.000000 Penalty: 1982.677490
	Iteration 53Q: 3 clusters Score -1959292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1959294.875000 Penalty: 1982.677490
	Iteration 54Q: 3 clusters Score -1959295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1959297.250000 Penalty: 1982.677490
	Iteration 55Q: 3 clusters Score -1959297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1959299.125000 Penalty: 1982.677490
	Iteration 56Q: 3 clusters Score -1959299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1959303.000000 Penalty: 1982.677490
	Iteration 57Q: 3 clusters Score -1959303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1959304.750000 Penalty: 1982.677490
	Iteration 58Q: 3 clusters Score -1959305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1959303.625000 Penalty: 1982.677490
	Iteration 59Q: 3 clusters Score -1959304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1959303.625000 Penalty: 1982.677490
	Iteration 60F: 3 clusters Score -1959304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Entering Unmasked Estep 
Score: -674930.937500 Penalty: 897.509277
	Iteration 0F: 2 clusters Score -674930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -666230.625000 Penalty: 1795.018555
	Iteration 0F: 3 clusters Score -666230.6 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -669668.187500 Penalty: 1795.018555
	Iteration 1F: 3 clusters Score -669668.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -669957.000000 Penalty: 1795.018555
	Iteration 2F: 3 clusters Score -669957 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -670253.625000 Penalty: 1795.018555
	Iteration 3Q: 3 clusters Score -670253.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -670578.312500 Penalty: 1795.018555
	Iteration 4Q: 3 clusters Score -670578.3 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -670964.875000 Penalty: 1795.018555
	Iteration 5F: 3 clusters Score -670964.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -671412.750000 Penalty: 1795.018555
	Iteration 6F: 3 clusters Score -671412.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -671882.125000 Penalty: 1795.018555
	Iteration 7F: 3 clusters Score -671882.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -672201.562500 Penalty: 1795.018555
	Iteration 8Q: 3 clusters Score -672201.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -672368.875000 Penalty: 1795.018555
	Iteration 9Q: 3 clusters Score -672368.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -672459.000000 Penalty: 1795.018555
	Iteration 10Q: 3 clusters Score -672459 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -672510.937500 Penalty: 1795.018555
	Iteration 11Q: 3 clusters Score -672510.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -672558.937500 Penalty: 1795.018555
	Iteration 12Q: 3 clusters Score -672558.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -672591.875000 Penalty: 1795.018555
	Iteration 13Q: 3 clusters Score -672591.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -672630.687500 Penalty: 1795.018555
	Iteration 14Q: 3 clusters Score -672630.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -672667.625000 Penalty: 1795.018555
	Iteration 15Q: 3 clusters Score -672667.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -672695.312500 Penalty: 1795.018555
	Iteration 16Q: 3 clusters Score -672695.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -672729.687500 Penalty: 1795.018555
	Iteration 17Q: 3 clusters Score -672729.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -672768.500000 Penalty: 1795.018555
	Iteration 18Q: 3 clusters Score -672768.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -672821.437500 Penalty: 1795.018555
	Iteration 19Q: 3 clusters Score -672821.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -672894.000000 Penalty: 1795.018555
	Iteration 20F: 3 clusters Score -672894 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -672972.187500 Penalty: 1795.018555
	Iteration 21Q: 3 clusters Score -672972.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -673055.062500 Penalty: 1795.018555
	Iteration 22Q: 3 clusters Score -673055.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -673151.312500 Penalty: 1795.018555
	Iteration 23Q: 3 clusters Score -673151.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -673236.312500 Penalty: 1795.018555
	Iteration 24Q: 3 clusters Score -673236.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -673317.750000 Penalty: 1795.018555
	Iteration 25Q: 3 clusters Score -673317.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -673406.812500 Penalty: 1795.018555
	Iteration 26Q: 3 clusters Score -673406.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -673497.437500 Penalty: 1795.018555
	Iteration 27Q: 3 clusters Score -673497.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -673578.562500 Penalty: 1795.018555
	Iteration 28Q: 3 clusters Score -673578.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -673658.562500 Penalty: 1795.018555
	Iteration 29Q: 3 clusters Score -673658.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -673731.562500 Penalty: 1795.018555
	Iteration 30Q: 3 clusters Score -673731.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -673794.500000 Penalty: 1795.018555
	Iteration 31Q: 3 clusters Score -673794.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -673833.687500 Penalty: 1795.018555
	Iteration 32Q: 3 clusters Score -673833.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -673875.250000 Penalty: 1795.018555
	Iteration 33Q: 3 clusters Score -673875.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -673911.062500 Penalty: 1795.018555
	Iteration 34Q: 3 clusters Score -673911.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -673943.687500 Penalty: 1795.018555
	Iteration 35Q: 3 clusters Score -673943.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -673965.062500 Penalty: 1795.018555
	Iteration 36Q: 3 clusters Score -673965.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -673984.750000 Penalty: 1795.018555
	Iteration 37Q: 3 clusters Score -673984.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -673997.812500 Penalty: 1795.018555
	Iteration 38Q: 3 clusters Score -673997.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -674005.250000 Penalty: 1795.018555
	Iteration 39Q: 3 clusters Score -674005.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -674015.750000 Penalty: 1795.018555
	Iteration 40F: 3 clusters Score -674015.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -674025.187500 Penalty: 1795.018555
	Iteration 41Q: 3 clusters Score -674025.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -674032.875000 Penalty: 1795.018555
	Iteration 42Q: 3 clusters Score -674032.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -674038.250000 Penalty: 1795.018555
	Iteration 43Q: 3 clusters Score -674038.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -674041.250000 Penalty: 1795.018555
	Iteration 44Q: 3 clusters Score -674041.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -674045.437500 Penalty: 1795.018555
	Iteration 45Q: 3 clusters Score -674045.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -674051.000000 Penalty: 1795.018555
	Iteration 46Q: 3 clusters Score -674051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -674055.125000 Penalty: 1795.018555
	Iteration 47Q: 3 clusters Score -674055.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -674059.000000 Penalty: 1795.018555
	Iteration 48Q: 3 clusters Score -674059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -674061.750000 Penalty: 1795.018555
	Iteration 49Q: 3 clusters Score -674061.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -674064.812500 Penalty: 1795.018555
	Iteration 50Q: 3 clusters Score -674064.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -674069.187500 Penalty: 1795.018555
	Iteration 51Q: 3 clusters Score -674069.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -674076.625000 Penalty: 1795.018555
	Iteration 52Q: 3 clusters Score -674076.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -674085.312500 Penalty: 1795.018555
	Iteration 53Q: 3 clusters Score -674085.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -674096.750000 Penalty: 1795.018555
	Iteration 54Q: 3 clusters Score -674096.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -674105.937500 Penalty: 1795.018555
	Iteration 55Q: 3 clusters Score -674105.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -674112.937500 Penalty: 1795.018555
	Iteration 56Q: 3 clusters Score -674112.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -674120.437500 Penalty: 1795.018555
	Iteration 57Q: 3 clusters Score -674120.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -674125.437500 Penalty: 1795.018555
	Iteration 58Q: 3 clusters Score -674125.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -674131.312500 Penalty: 1795.018555
	Iteration 59Q: 3 clusters Score -674131.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -674137.312500 Penalty: 1795.018555
	Iteration 60F: 3 clusters Score -674137.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -674139.187500 Penalty: 1795.018555
	Iteration 61Q: 3 clusters Score -674139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -674138.562500 Penalty: 1795.018555
	Iteration 62Q: 3 clusters Score -674138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -674140.062500 Penalty: 1795.018555
	Iteration 63Q: 3 clusters Score -674140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -674140.062500 Penalty: 1795.018555
	Iteration 64Q: 3 clusters Score -674140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -674140.562500 Penalty: 1795.018555
	Iteration 65Q: 3 clusters Score -674140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -674140.812500 Penalty: 1795.018555
	Iteration 66Q: 3 clusters Score -674140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -674141.687500 Penalty: 1795.018555
	Iteration 67Q: 3 clusters Score -674141.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -674141.562500 Penalty: 1795.018555
	Iteration 68Q: 3 clusters Score -674141.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -674141.812500 Penalty: 1795.018555
	Iteration 69Q: 3 clusters Score -674141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -674142.437500 Penalty: 1795.018555
	Iteration 70Q: 3 clusters Score -674142.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -674145.562500 Penalty: 1795.018555
	Iteration 71Q: 3 clusters Score -674145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -674147.875000 Penalty: 1795.018555
	Iteration 72Q: 3 clusters Score -674147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -674147.812500 Penalty: 1795.018555
	Iteration 73Q: 3 clusters Score -674147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -674147.687500 Penalty: 1795.018555
	Iteration 74Q: 3 clusters Score -674147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -674148.312500 Penalty: 1795.018555
	Iteration 75Q: 3 clusters Score -674148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -674147.437500 Penalty: 1795.018555
	Iteration 76Q: 3 clusters Score -674147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -674147.250000 Penalty: 1795.018555
	Iteration 77Q: 3 clusters Score -674147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -674150.812500 Penalty: 1795.018555
	Iteration 78Q: 3 clusters Score -674150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -674151.437500 Penalty: 1795.018555
	Iteration 79Q: 3 clusters Score -674151.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -674151.250000 Penalty: 1795.018555
	Iteration 80F: 3 clusters Score -674151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -674151.625000 Penalty: 1795.018555
	Iteration 81Q: 3 clusters Score -674151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -674155.500000 Penalty: 1795.018555
	Iteration 82Q: 3 clusters Score -674155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -674157.562500 Penalty: 1795.018555
	Iteration 83Q: 3 clusters Score -674157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -674158.687500 Penalty: 1795.018555
	Iteration 84Q: 3 clusters Score -674158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -674156.375000 Penalty: 1795.018555
	Iteration 85Q: 3 clusters Score -674156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -674158.500000 Penalty: 1795.018555
	Iteration 86Q: 3 clusters Score -674158.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -674159.187500 Penalty: 1795.018555
	Iteration 87Q: 3 clusters Score -674159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -674160.187500 Penalty: 1795.018555
	Iteration 88Q: 3 clusters Score -674160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -674159.937500 Penalty: 1795.018555
	Iteration 89Q: 3 clusters Score -674159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -674160.937500 Penalty: 1795.018555
	Iteration 90Q: 3 clusters Score -674160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -674160.937500 Penalty: 1795.018555
	Iteration 91F: 3 clusters Score -674160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -302217.500000 Penalty: 824.162354
	Iteration 0F: 2 clusters Score -302217.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -298033.437500 Penalty: 1648.324707
	Iteration 0F: 3 clusters Score -298033.4 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -299404.437500 Penalty: 1648.324707
	Iteration 1F: 3 clusters Score -299404.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -299584.375000 Penalty: 1648.324707
	Iteration 2F: 3 clusters Score -299584.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -299754.531250 Penalty: 1648.324707
	Iteration 3F: 3 clusters Score -299754.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -299911.250000 Penalty: 1648.324707
	Iteration 4F: 3 clusters Score -299911.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -300057.562500 Penalty: 1648.324707
	Iteration 5Q: 3 clusters Score -300057.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -300169.718750 Penalty: 1648.324707
	Iteration 6Q: 3 clusters Score -300169.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -300296.562500 Penalty: 1648.324707
	Iteration 7Q: 3 clusters Score -300296.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -300419.468750 Penalty: 1648.324707
	Iteration 8Q: 3 clusters Score -300419.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -300535.937500 Penalty: 1648.324707
	Iteration 9Q: 3 clusters Score -300535.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -300626.968750 Penalty: 1648.324707
	Iteration 10Q: 3 clusters Score -300627 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -300727.000000 Penalty: 1648.324707
	Iteration 11Q: 3 clusters Score -300727 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -300826.468750 Penalty: 1648.324707
	Iteration 12Q: 3 clusters Score -300826.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -300908.718750 Penalty: 1648.324707
	Iteration 13Q: 3 clusters Score -300908.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -300971.750000 Penalty: 1648.324707
	Iteration 14Q: 3 clusters Score -300971.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -301036.375000 Penalty: 1648.324707
	Iteration 15Q: 3 clusters Score -301036.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -301092.468750 Penalty: 1648.324707
	Iteration 16Q: 3 clusters Score -301092.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -301146.250000 Penalty: 1648.324707
	Iteration 17Q: 3 clusters Score -301146.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -301197.468750 Penalty: 1648.324707
	Iteration 18Q: 3 clusters Score -301197.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -301239.562500 Penalty: 1648.324707
	Iteration 19Q: 3 clusters Score -301239.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -301271.937500 Penalty: 1648.324707
	Iteration 20F: 3 clusters Score -301271.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -301306.000000 Penalty: 1648.324707
	Iteration 21Q: 3 clusters Score -301306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -301335.812500 Penalty: 1648.324707
	Iteration 22Q: 3 clusters Score -301335.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -301373.187500 Penalty: 1648.324707
	Iteration 23Q: 3 clusters Score -301373.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -301427.625000 Penalty: 1648.324707
	Iteration 24Q: 3 clusters Score -301427.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -301519.687500 Penalty: 1648.324707
	Iteration 25Q: 3 clusters Score -301519.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -301712.718750 Penalty: 1648.324707
	Iteration 26Q: 3 clusters Score -301712.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -302051.781250 Penalty: 1648.324707
	Iteration 27Q: 3 clusters Score -302051.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -302322.187500 Penalty: 1648.324707
	Iteration 28Q: 3 clusters Score -302322.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -302418.406250 Penalty: 1648.324707
	Iteration 29Q: 3 clusters Score -302418.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -302460.250000 Penalty: 1648.324707
	Iteration 30Q: 3 clusters Score -302460.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -302484.781250 Penalty: 1648.324707
	Iteration 31Q: 3 clusters Score -302484.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -302497.500000 Penalty: 1648.324707
	Iteration 32Q: 3 clusters Score -302497.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -302507.375000 Penalty: 1648.324707
	Iteration 33Q: 3 clusters Score -302507.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -302514.937500 Penalty: 1648.324707
	Iteration 34Q: 3 clusters Score -302514.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -302522.250000 Penalty: 1648.324707
	Iteration 35Q: 3 clusters Score -302522.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -302530.718750 Penalty: 1648.324707
	Iteration 36Q: 3 clusters Score -302530.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -302540.156250 Penalty: 1648.324707
	Iteration 37Q: 3 clusters Score -302540.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -302546.187500 Penalty: 1648.324707
	Iteration 38Q: 3 clusters Score -302546.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -302547.125000 Penalty: 1648.324707
	Iteration 39Q: 3 clusters Score -302547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -302550.968750 Penalty: 1648.324707
	Iteration 40F: 3 clusters Score -302551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -302552.562500 Penalty: 1648.324707
	Iteration 41Q: 3 clusters Score -302552.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -302554.437500 Penalty: 1648.324707
	Iteration 42Q: 3 clusters Score -302554.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -302557.500000 Penalty: 1648.324707
	Iteration 43Q: 3 clusters Score -302557.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -302561.906250 Penalty: 1648.324707
	Iteration 44Q: 3 clusters Score -302561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -302564.656250 Penalty: 1648.324707
	Iteration 45Q: 3 clusters Score -302564.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -302567.750000 Penalty: 1648.324707
	Iteration 46Q: 3 clusters Score -302567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -302568.843750 Penalty: 1648.324707
	Iteration 47Q: 3 clusters Score -302568.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -302571.062500 Penalty: 1648.324707
	Iteration 48Q: 3 clusters Score -302571.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -302574.468750 Penalty: 1648.324707
	Iteration 49Q: 3 clusters Score -302574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -302575.531250 Penalty: 1648.324707
	Iteration 50Q: 3 clusters Score -302575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -302576.281250 Penalty: 1648.324707
	Iteration 51Q: 3 clusters Score -302576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -302577.781250 Penalty: 1648.324707
	Iteration 52Q: 3 clusters Score -302577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -302578.812500 Penalty: 1648.324707
	Iteration 53Q: 3 clusters Score -302578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -302578.906250 Penalty: 1648.324707
	Iteration 54Q: 3 clusters Score -302578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -302579.687500 Penalty: 1648.324707
	Iteration 55Q: 3 clusters Score -302579.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -302580.687500 Penalty: 1648.324707
	Iteration 56Q: 3 clusters Score -302580.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -302582.312500 Penalty: 1648.324707
	Iteration 57Q: 3 clusters Score -302582.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -302584.531250 Penalty: 1648.324707
	Iteration 58Q: 3 clusters Score -302584.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -302586.531250 Penalty: 1648.324707
	Iteration 59Q: 3 clusters Score -302586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -302587.125000 Penalty: 1648.324707
	Iteration 60F: 3 clusters Score -302587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -302586.625000 Penalty: 1648.324707
	Iteration 61Q: 3 clusters Score -302586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -302588.125000 Penalty: 1648.324707
	Iteration 62Q: 3 clusters Score -302588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -302590.406250 Penalty: 1648.324707
	Iteration 63Q: 3 clusters Score -302590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -302591.406250 Penalty: 1648.324707
	Iteration 64Q: 3 clusters Score -302591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -302590.437500 Penalty: 1648.324707
	Iteration 65Q: 3 clusters Score -302590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -302591.468750 Penalty: 1648.324707
	Iteration 66Q: 3 clusters Score -302591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -302591.468750 Penalty: 1648.324707
	Iteration 67Q: 3 clusters Score -302591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -302592.625000 Penalty: 1648.324707
	Iteration 68Q: 3 clusters Score -302592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -302594.000000 Penalty: 1648.324707
	Iteration 69Q: 3 clusters Score -302594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -302595.250000 Penalty: 1648.324707
	Iteration 70Q: 3 clusters Score -302595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -302595.125000 Penalty: 1648.324707
	Iteration 71Q: 3 clusters Score -302595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -302595.437500 Penalty: 1648.324707
	Iteration 72Q: 3 clusters Score -302595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -302595.781250 Penalty: 1648.324707
	Iteration 73Q: 3 clusters Score -302595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -302595.781250 Penalty: 1648.324707
	Iteration 74F: 3 clusters Score -302595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 19730 members 
Mstep: Class 7 contains 5749 members 
Mstep: Class 8 contains 37802 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 132119 members 
Mstep: Class 12 contains 74996 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 14371 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 286671 members 
Mstep: Class 20 contains 34035 members 
Mstep: Class 21 contains 12676 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 27727 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 1594 members 
Mstep: Class 26 contains 3763 members 
Entering Unmasked Estep 
Score: -38628772.000000 Penalty: 33371.695312
Splitting cluster 22 changes total score from -38628476.000000 to -38628772.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 23 (27727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Entering Unmasked Estep 
Score: -1321509.000000 Penalty: 971.865356
	Iteration 0F: 2 clusters Score -1321509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1303019.250000 Penalty: 1943.730713
	Iteration 0F: 3 clusters Score -1303019 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1310456.750000 Penalty: 1943.730713
	Iteration 1F: 3 clusters Score -1310457 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1310896.125000 Penalty: 1943.730713
	Iteration 2Q: 3 clusters Score -1310896 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1311388.625000 Penalty: 1943.730713
	Iteration 3Q: 3 clusters Score -1311389 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1311960.875000 Penalty: 1943.730713
	Iteration 4Q: 3 clusters Score -1311961 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1312609.750000 Penalty: 1943.730713
	Iteration 5Q: 3 clusters Score -1312610 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1313365.125000 Penalty: 1943.730713
	Iteration 6F: 3 clusters Score -1313365 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1314147.625000 Penalty: 1943.730713
	Iteration 7F: 3 clusters Score -1314148 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1315072.750000 Penalty: 1943.730713
	Iteration 8F: 3 clusters Score -1315073 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1315966.625000 Penalty: 1943.730713
	Iteration 9F: 3 clusters Score -1315967 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1316674.625000 Penalty: 1943.730713
	Iteration 10Q: 3 clusters Score -1316675 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1317182.750000 Penalty: 1943.730713
	Iteration 11Q: 3 clusters Score -1317183 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1317512.250000 Penalty: 1943.730713
	Iteration 12Q: 3 clusters Score -1317512 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1317744.375000 Penalty: 1943.730713
	Iteration 13Q: 3 clusters Score -1317744 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1317898.500000 Penalty: 1943.730713
	Iteration 14Q: 3 clusters Score -1317898 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1318057.000000 Penalty: 1943.730713
	Iteration 15Q: 3 clusters Score -1318057 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1318218.250000 Penalty: 1943.730713
	Iteration 16Q: 3 clusters Score -1318218 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1318390.750000 Penalty: 1943.730713
	Iteration 17Q: 3 clusters Score -1318391 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1318564.125000 Penalty: 1943.730713
	Iteration 18Q: 3 clusters Score -1318564 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1318747.875000 Penalty: 1943.730713
	Iteration 19Q: 3 clusters Score -1318748 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1318968.000000 Penalty: 1943.730713
	Iteration 20F: 3 clusters Score -1318968 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1319214.625000 Penalty: 1943.730713
	Iteration 21Q: 3 clusters Score -1319215 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1319487.125000 Penalty: 1943.730713
	Iteration 22Q: 3 clusters Score -1319487 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1319726.000000 Penalty: 1943.730713
	Iteration 23Q: 3 clusters Score -1319726 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1319983.000000 Penalty: 1943.730713
	Iteration 24Q: 3 clusters Score -1319983 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1320156.750000 Penalty: 1943.730713
	Iteration 25Q: 3 clusters Score -1320157 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1320297.750000 Penalty: 1943.730713
	Iteration 26Q: 3 clusters Score -1320298 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1320444.125000 Penalty: 1943.730713
	Iteration 27Q: 3 clusters Score -1320444 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1320572.625000 Penalty: 1943.730713
	Iteration 28Q: 3 clusters Score -1320573 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1320694.625000 Penalty: 1943.730713
	Iteration 29Q: 3 clusters Score -1320695 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1320784.875000 Penalty: 1943.730713
	Iteration 30Q: 3 clusters Score -1320785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1320863.250000 Penalty: 1943.730713
	Iteration 31Q: 3 clusters Score -1320863 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1320934.125000 Penalty: 1943.730713
	Iteration 32Q: 3 clusters Score -1320934 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1320984.625000 Penalty: 1943.730713
	Iteration 33Q: 3 clusters Score -1320985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1321020.625000 Penalty: 1943.730713
	Iteration 34Q: 3 clusters Score -1321021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1321042.625000 Penalty: 1943.730713
	Iteration 35Q: 3 clusters Score -1321043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1321059.500000 Penalty: 1943.730713
	Iteration 36Q: 3 clusters Score -1321060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1321071.625000 Penalty: 1943.730713
	Iteration 37Q: 3 clusters Score -1321072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1321075.875000 Penalty: 1943.730713
	Iteration 38Q: 3 clusters Score -1321076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1321082.250000 Penalty: 1943.730713
	Iteration 39Q: 3 clusters Score -1321082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1321089.375000 Penalty: 1943.730713
	Iteration 40F: 3 clusters Score -1321089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1321092.000000 Penalty: 1943.730713
	Iteration 41Q: 3 clusters Score -1321092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1321095.625000 Penalty: 1943.730713
	Iteration 42Q: 3 clusters Score -1321096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1321096.000000 Penalty: 1943.730713
	Iteration 43Q: 3 clusters Score -1321096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1321101.625000 Penalty: 1943.730713
	Iteration 44Q: 3 clusters Score -1321102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1321106.000000 Penalty: 1943.730713
	Iteration 45Q: 3 clusters Score -1321106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1321109.125000 Penalty: 1943.730713
	Iteration 46Q: 3 clusters Score -1321109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1321115.000000 Penalty: 1943.730713
	Iteration 47Q: 3 clusters Score -1321115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1321118.375000 Penalty: 1943.730713
	Iteration 48Q: 3 clusters Score -1321118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1321125.250000 Penalty: 1943.730713
	Iteration 49Q: 3 clusters Score -1321125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1321131.375000 Penalty: 1943.730713
	Iteration 50Q: 3 clusters Score -1321131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1321138.125000 Penalty: 1943.730713
	Iteration 51Q: 3 clusters Score -1321138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1321142.500000 Penalty: 1943.730713
	Iteration 52Q: 3 clusters Score -1321142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1321153.375000 Penalty: 1943.730713
	Iteration 53Q: 3 clusters Score -1321153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1321162.000000 Penalty: 1943.730713
	Iteration 54Q: 3 clusters Score -1321162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1321168.625000 Penalty: 1943.730713
	Iteration 55Q: 3 clusters Score -1321169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1321179.000000 Penalty: 1943.730713
	Iteration 56Q: 3 clusters Score -1321179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1321187.875000 Penalty: 1943.730713
	Iteration 57Q: 3 clusters Score -1321188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1321203.250000 Penalty: 1943.730713
	Iteration 58Q: 3 clusters Score -1321203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1321219.375000 Penalty: 1943.730713
	Iteration 59Q: 3 clusters Score -1321219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1321238.875000 Penalty: 1943.730713
	Iteration 60F: 3 clusters Score -1321239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1321258.125000 Penalty: 1943.730713
	Iteration 61Q: 3 clusters Score -1321258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1321274.625000 Penalty: 1943.730713
	Iteration 62Q: 3 clusters Score -1321275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1321285.500000 Penalty: 1943.730713
	Iteration 63Q: 3 clusters Score -1321286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1321298.500000 Penalty: 1943.730713
	Iteration 64Q: 3 clusters Score -1321298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1321303.125000 Penalty: 1943.730713
	Iteration 65Q: 3 clusters Score -1321303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1321307.625000 Penalty: 1943.730713
	Iteration 66Q: 3 clusters Score -1321308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1321309.625000 Penalty: 1943.730713
	Iteration 67Q: 3 clusters Score -1321310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1321312.875000 Penalty: 1943.730713
	Iteration 68Q: 3 clusters Score -1321313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1321321.000000 Penalty: 1943.730713
	Iteration 69Q: 3 clusters Score -1321321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1321323.000000 Penalty: 1943.730713
	Iteration 70Q: 3 clusters Score -1321323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1321324.875000 Penalty: 1943.730713
	Iteration 71Q: 3 clusters Score -1321325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1321326.250000 Penalty: 1943.730713
	Iteration 72Q: 3 clusters Score -1321326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1321326.000000 Penalty: 1943.730713
	Iteration 73Q: 3 clusters Score -1321326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1321329.500000 Penalty: 1943.730713
	Iteration 74Q: 3 clusters Score -1321330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1321330.625000 Penalty: 1943.730713
	Iteration 75Q: 3 clusters Score -1321331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1321330.625000 Penalty: 1943.730713
	Iteration 76F: 3 clusters Score -1321331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -137931.312500 Penalty: 750.525269
	Iteration 0F: 2 clusters Score -137931.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -135769.140625 Penalty: 1501.050537
	Iteration 0F: 3 clusters Score -135769.1 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -136430.000000 Penalty: 1501.050537
	Iteration 1F: 3 clusters Score -136430 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -136560.718750 Penalty: 1501.050537
	Iteration 2F: 3 clusters Score -136560.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -136672.140625 Penalty: 1501.050537
	Iteration 3F: 3 clusters Score -136672.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -136778.562500 Penalty: 1501.050537
	Iteration 4F: 3 clusters Score -136778.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -136863.078125 Penalty: 1501.050537
	Iteration 5Q: 3 clusters Score -136863.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -136919.437500 Penalty: 1501.050537
	Iteration 6Q: 3 clusters Score -136919.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136963.437500 Penalty: 1501.050537
	Iteration 7Q: 3 clusters Score -136963.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -136988.140625 Penalty: 1501.050537
	Iteration 8Q: 3 clusters Score -136988.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -137016.656250 Penalty: 1501.050537
	Iteration 9Q: 3 clusters Score -137016.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137047.890625 Penalty: 1501.050537
	Iteration 10Q: 3 clusters Score -137047.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137085.468750 Penalty: 1501.050537
	Iteration 11Q: 3 clusters Score -137085.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137117.625000 Penalty: 1501.050537
	Iteration 12Q: 3 clusters Score -137117.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137144.171875 Penalty: 1501.050537
	Iteration 13Q: 3 clusters Score -137144.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -137180.156250 Penalty: 1501.050537
	Iteration 14Q: 3 clusters Score -137180.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137207.687500 Penalty: 1501.050537
	Iteration 15Q: 3 clusters Score -137207.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -137226.953125 Penalty: 1501.050537
	Iteration 16Q: 3 clusters Score -137227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -137242.328125 Penalty: 1501.050537
	Iteration 17Q: 3 clusters Score -137242.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -137253.437500 Penalty: 1501.050537
	Iteration 18Q: 3 clusters Score -137253.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -137262.968750 Penalty: 1501.050537
	Iteration 19Q: 3 clusters Score -137263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -137269.609375 Penalty: 1501.050537
	Iteration 20F: 3 clusters Score -137269.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -137279.828125 Penalty: 1501.050537
	Iteration 21Q: 3 clusters Score -137279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -137292.750000 Penalty: 1501.050537
	Iteration 22Q: 3 clusters Score -137292.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -137303.734375 Penalty: 1501.050537
	Iteration 23Q: 3 clusters Score -137303.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -137311.828125 Penalty: 1501.050537
	Iteration 24Q: 3 clusters Score -137311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -137314.984375 Penalty: 1501.050537
	Iteration 25Q: 3 clusters Score -137315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -137320.640625 Penalty: 1501.050537
	Iteration 26Q: 3 clusters Score -137320.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -137322.796875 Penalty: 1501.050537
	Iteration 27Q: 3 clusters Score -137322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -137325.515625 Penalty: 1501.050537
	Iteration 28Q: 3 clusters Score -137325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -137328.156250 Penalty: 1501.050537
	Iteration 29Q: 3 clusters Score -137328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -137331.609375 Penalty: 1501.050537
	Iteration 30Q: 3 clusters Score -137331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -137334.937500 Penalty: 1501.050537
	Iteration 31Q: 3 clusters Score -137334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -137339.859375 Penalty: 1501.050537
	Iteration 32Q: 3 clusters Score -137339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -137342.734375 Penalty: 1501.050537
	Iteration 33Q: 3 clusters Score -137342.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -137348.312500 Penalty: 1501.050537
	Iteration 34Q: 3 clusters Score -137348.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -137350.437500 Penalty: 1501.050537
	Iteration 35Q: 3 clusters Score -137350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -137351.890625 Penalty: 1501.050537
	Iteration 36Q: 3 clusters Score -137351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -137351.890625 Penalty: 1501.050537
	Iteration 37F: 3 clusters Score -137351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 19730 members 
Mstep: Class 7 contains 5749 members 
Mstep: Class 8 contains 37802 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 132119 members 
Mstep: Class 12 contains 74996 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 14371 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 286671 members 
Mstep: Class 20 contains 34035 members 
Mstep: Class 21 contains 12676 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 27727 members 
Mstep: Class 24 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629164.000000 Penalty: 33371.695312
Iteration 119Q: 27 clusters Score -3.862916e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 8627 members 
Mstep: Class 4 contains 8069 members 
Mstep: Class 5 contains 12258 members 
Mstep: Class 6 contains 19858 members 
Mstep: Class 7 contains 5754 members 
Mstep: Class 8 contains 37746 members 
Mstep: Class 9 contains 1503 members 
Mstep: Class 10 contains 4444 members 
Mstep: Class 11 contains 132270 members 
Mstep: Class 12 contains 75030 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 24116 members 
Mstep: Class 17 contains 14382 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 286600 members 
Mstep: Class 20 contains 34071 members 
Mstep: Class 21 contains 12683 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 27910 members 
Mstep: Class 24 contains 2712 members 
Mstep: Class 25 contains 1594 members 
Mstep: Class 26 contains 3404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629528.000000 Penalty: 33371.695312
Iteration 120F: 27 clusters Score -3.862953e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4926 members 
Mstep: Class 3 contains 8417 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 12241 members 
Mstep: Class 6 contains 19906 members 
Mstep: Class 7 contains 5754 members 
Mstep: Class 8 contains 37665 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 132372 members 
Mstep: Class 12 contains 75029 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 24108 members 
Mstep: Class 17 contains 14382 members 
Mstep: Class 18 contains 4376 members 
Mstep: Class 19 contains 286588 members 
Mstep: Class 20 contains 34089 members 
Mstep: Class 21 contains 12686 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 27952 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 1650 members 
Mstep: Class 26 contains 3363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629728.000000 Penalty: 33371.695312
Iteration 121Q: 27 clusters Score -3.862973e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 8233 members 
Mstep: Class 4 contains 8084 members 
Mstep: Class 5 contains 12215 members 
Mstep: Class 6 contains 19946 members 
Mstep: Class 7 contains 5754 members 
Mstep: Class 8 contains 37583 members 
Mstep: Class 9 contains 1507 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 132446 members 
Mstep: Class 12 contains 75020 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 3207 members 
Mstep: Class 15 contains 2240 members 
Mstep: Class 16 contains 24091 members 
Mstep: Class 17 contains 14386 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 19 contains 286652 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12691 members 
Mstep: Class 22 contains 2214 members 
Mstep: Class 23 contains 27978 members 
Mstep: Class 24 contains 2704 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629812.000000 Penalty: 33371.695312
Iteration 122Q: 27 clusters Score -3.862981e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 8084 members 
Mstep: Class 5 contains 12202 members 
Mstep: Class 6 contains 19970 members 
Mstep: Class 7 contains 5753 members 
Mstep: Class 8 contains 37486 members 
Mstep: Class 9 contains 1513 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 132519 members 
Mstep: Class 12 contains 75011 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 24063 members 
Mstep: Class 17 contains 14385 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 19 contains 286724 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12694 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 27999 members 
Mstep: Class 24 contains 2701 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630004.000000 Penalty: 33371.695312
Iteration 123Q: 27 clusters Score -3.863e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 7899 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 12183 members 
Mstep: Class 6 contains 19987 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 8 contains 37408 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 132596 members 
Mstep: Class 12 contains 75000 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 24032 members 
Mstep: Class 17 contains 14383 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 286779 members 
Mstep: Class 20 contains 34098 members 
Mstep: Class 21 contains 12694 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 28045 members 
Mstep: Class 24 contains 2702 members 
Mstep: Class 25 contains 1749 members 
Mstep: Class 26 contains 3327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630000.000000 Penalty: 33371.695312
Iteration 124Q: 27 clusters Score -3.863e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 5 contains 12155 members 
Mstep: Class 6 contains 20009 members 
Mstep: Class 7 contains 5744 members 
Mstep: Class 8 contains 37343 members 
Mstep: Class 9 contains 1521 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 132678 members 
Mstep: Class 12 contains 75005 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 24004 members 
Mstep: Class 17 contains 14380 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 19 contains 286842 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 28055 members 
Mstep: Class 24 contains 2703 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630212.000000 Penalty: 33371.695312
Iteration 125Q: 27 clusters Score -3.863021e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 7614 members 
Mstep: Class 4 contains 8097 members 
Mstep: Class 5 contains 12132 members 
Mstep: Class 6 contains 20009 members 
Mstep: Class 7 contains 5740 members 
Mstep: Class 8 contains 37275 members 
Mstep: Class 9 contains 1521 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 132751 members 
Mstep: Class 12 contains 75012 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 14380 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 286885 members 
Mstep: Class 20 contains 34090 members 
Mstep: Class 21 contains 12704 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 28080 members 
Mstep: Class 24 contains 2699 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 3340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630240.000000 Penalty: 33371.695312
Iteration 126Q: 27 clusters Score -3.863024e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4872 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 8094 members 
Mstep: Class 5 contains 12105 members 
Mstep: Class 6 contains 20014 members 
Mstep: Class 7 contains 5737 members 
Mstep: Class 8 contains 37222 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 132816 members 
Mstep: Class 12 contains 75028 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 23942 members 
Mstep: Class 17 contains 14386 members 
Mstep: Class 18 contains 4385 members 
Mstep: Class 19 contains 286901 members 
Mstep: Class 20 contains 34091 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 22 contains 2265 members 
Mstep: Class 23 contains 28108 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 1797 members 
Mstep: Class 26 contains 3340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630452.000000 Penalty: 33371.695312
Iteration 127Q: 27 clusters Score -3.863045e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4867 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 12081 members 
Mstep: Class 6 contains 20012 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 37157 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 132882 members 
Mstep: Class 12 contains 75037 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 23911 members 
Mstep: Class 17 contains 14390 members 
Mstep: Class 18 contains 4385 members 
Mstep: Class 19 contains 286940 members 
Mstep: Class 20 contains 34092 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 2272 members 
Mstep: Class 23 contains 28139 members 
Mstep: Class 24 contains 2693 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630460.000000 Penalty: 33371.695312
Iteration 128Q: 27 clusters Score -3.863046e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4856 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 12060 members 
Mstep: Class 6 contains 20026 members 
Mstep: Class 7 contains 5730 members 
Mstep: Class 8 contains 37091 members 
Mstep: Class 9 contains 1513 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 132958 members 
Mstep: Class 12 contains 75046 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 23879 members 
Mstep: Class 17 contains 14391 members 
Mstep: Class 18 contains 4385 members 
Mstep: Class 19 contains 287001 members 
Mstep: Class 20 contains 34094 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 2277 members 
Mstep: Class 23 contains 28175 members 
Mstep: Class 24 contains 2689 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 3351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630444.000000 Penalty: 33371.695312
Iteration 129Q: 27 clusters Score -3.863044e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4842 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 12054 members 
Mstep: Class 6 contains 20040 members 
Mstep: Class 7 contains 5731 members 
Mstep: Class 8 contains 37023 members 
Mstep: Class 9 contains 1510 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 133017 members 
Mstep: Class 12 contains 75053 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 23852 members 
Mstep: Class 17 contains 14392 members 
Mstep: Class 18 contains 4383 members 
Mstep: Class 19 contains 287053 members 
Mstep: Class 20 contains 34093 members 
Mstep: Class 21 contains 12717 members 
Mstep: Class 22 contains 2283 members 
Mstep: Class 23 contains 28207 members 
Mstep: Class 24 contains 2684 members 
Mstep: Class 25 contains 1827 members 
Mstep: Class 26 contains 3371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630512.000000 Penalty: 33371.695312
Iteration 130Q: 27 clusters Score -3.863051e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4830 members 
Mstep: Class 3 contains 7062 members 
Mstep: Class 4 contains 8083 members 
Mstep: Class 5 contains 12044 members 
Mstep: Class 6 contains 20050 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 36978 members 
Mstep: Class 9 contains 1509 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 133080 members 
Mstep: Class 12 contains 75060 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 14395 members 
Mstep: Class 18 contains 4383 members 
Mstep: Class 19 contains 287094 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 28254 members 
Mstep: Class 24 contains 2680 members 
Mstep: Class 25 contains 1834 members 
Mstep: Class 26 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630576.000000 Penalty: 33371.695312
Iteration 131Q: 27 clusters Score -3.863058e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4827 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 8076 members 
Mstep: Class 5 contains 12030 members 
Mstep: Class 6 contains 20068 members 
Mstep: Class 7 contains 5735 members 
Mstep: Class 8 contains 36952 members 
Mstep: Class 9 contains 1500 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 133157 members 
Mstep: Class 12 contains 75063 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 23786 members 
Mstep: Class 17 contains 14396 members 
Mstep: Class 18 contains 4386 members 
Mstep: Class 19 contains 287122 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12715 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 28301 members 
Mstep: Class 24 contains 2679 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 3405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630632.000000 Penalty: 33371.695312
Iteration 132Q: 27 clusters Score -3.863063e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4825 members 
Mstep: Class 3 contains 6803 members 
Mstep: Class 4 contains 8071 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 20079 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 36924 members 
Mstep: Class 9 contains 1496 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 133215 members 
Mstep: Class 12 contains 75067 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 23768 members 
Mstep: Class 17 contains 14398 members 
Mstep: Class 18 contains 4385 members 
Mstep: Class 19 contains 287170 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 28327 members 
Mstep: Class 24 contains 2677 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630696.000000 Penalty: 33371.695312
Iteration 133Q: 27 clusters Score -3.86307e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 6714 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 12001 members 
Mstep: Class 6 contains 20101 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 36899 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 133260 members 
Mstep: Class 12 contains 75058 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 3213 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 23759 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 4384 members 
Mstep: Class 19 contains 287192 members 
Mstep: Class 20 contains 34101 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 28354 members 
Mstep: Class 24 contains 2675 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630700.000000 Penalty: 33371.695312
Iteration 134Q: 27 clusters Score -3.86307e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 6641 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 11994 members 
Mstep: Class 6 contains 20114 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 36872 members 
Mstep: Class 9 contains 1490 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 133309 members 
Mstep: Class 12 contains 75059 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3208 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 23754 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 4385 members 
Mstep: Class 19 contains 287216 members 
Mstep: Class 20 contains 34101 members 
Mstep: Class 21 contains 12709 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 28375 members 
Mstep: Class 24 contains 2675 members 
Mstep: Class 25 contains 1858 members 
Mstep: Class 26 contains 3413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630704.000000 Penalty: 33371.695312
Iteration 135Q: 27 clusters Score -3.86307e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 11980 members 
Mstep: Class 6 contains 20116 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 36839 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 133360 members 
Mstep: Class 12 contains 75059 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 3201 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 23752 members 
Mstep: Class 17 contains 14404 members 
Mstep: Class 18 contains 4387 members 
Mstep: Class 19 contains 287244 members 
Mstep: Class 20 contains 34105 members 
Mstep: Class 21 contains 12697 members 
Mstep: Class 22 contains 2301 members 
Mstep: Class 23 contains 28390 members 
Mstep: Class 24 contains 2673 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630748.000000 Penalty: 33371.695312
Iteration 136Q: 27 clusters Score -3.863075e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 11956 members 
Mstep: Class 6 contains 20125 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 36816 members 
Mstep: Class 9 contains 1487 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 133418 members 
Mstep: Class 12 contains 75053 members 
Mstep: Class 13 contains 2734 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 23747 members 
Mstep: Class 17 contains 14408 members 
Mstep: Class 18 contains 4388 members 
Mstep: Class 19 contains 287264 members 
Mstep: Class 20 contains 34104 members 
Mstep: Class 21 contains 12682 members 
Mstep: Class 22 contains 2302 members 
Mstep: Class 23 contains 28405 members 
Mstep: Class 24 contains 2669 members 
Mstep: Class 25 contains 1870 members 
Mstep: Class 26 contains 3419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630772.000000 Penalty: 33371.695312
Iteration 137Q: 27 clusters Score -3.863077e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 6491 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 11946 members 
Mstep: Class 6 contains 20126 members 
Mstep: Class 7 contains 5739 members 
Mstep: Class 8 contains 36795 members 
Mstep: Class 9 contains 1486 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 133467 members 
Mstep: Class 12 contains 75053 members 
Mstep: Class 13 contains 2743 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 23735 members 
Mstep: Class 17 contains 14409 members 
Mstep: Class 18 contains 4389 members 
Mstep: Class 19 contains 287289 members 
Mstep: Class 20 contains 34105 members 
Mstep: Class 21 contains 12668 members 
Mstep: Class 22 contains 2304 members 
Mstep: Class 23 contains 28416 members 
Mstep: Class 24 contains 2661 members 
Mstep: Class 25 contains 1876 members 
Mstep: Class 26 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630728.000000 Penalty: 33371.695312
Iteration 138Q: 27 clusters Score -3.863073e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 6449 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 11937 members 
Mstep: Class 6 contains 20124 members 
Mstep: Class 7 contains 5739 members 
Mstep: Class 8 contains 36780 members 
Mstep: Class 9 contains 1485 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 133493 members 
Mstep: Class 12 contains 75054 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 23727 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 4391 members 
Mstep: Class 19 contains 287323 members 
Mstep: Class 20 contains 34104 members 
Mstep: Class 21 contains 12663 members 
Mstep: Class 22 contains 2305 members 
Mstep: Class 23 contains 28427 members 
Mstep: Class 24 contains 2657 members 
Mstep: Class 25 contains 1884 members 
Mstep: Class 26 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630756.000000 Penalty: 33371.695312
Iteration 139Q: 27 clusters Score -3.863076e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 11918 members 
Mstep: Class 6 contains 20124 members 
Mstep: Class 7 contains 5737 members 
Mstep: Class 8 contains 36767 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 133538 members 
Mstep: Class 12 contains 75056 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 23718 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 287346 members 
Mstep: Class 20 contains 34103 members 
Mstep: Class 21 contains 12656 members 
Mstep: Class 22 contains 2307 members 
Mstep: Class 23 contains 28440 members 
Mstep: Class 24 contains 2655 members 
Mstep: Class 25 contains 1888 members 
Mstep: Class 26 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630820.000000 Penalty: 33371.695312
Iteration 140F: 27 clusters Score -3.863082e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 6322 members 
Mstep: Class 4 contains 8037 members 
Mstep: Class 5 contains 11897 members 
Mstep: Class 6 contains 20125 members 
Mstep: Class 7 contains 5735 members 
Mstep: Class 8 contains 36756 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 133598 members 
Mstep: Class 12 contains 75055 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 23715 members 
Mstep: Class 17 contains 14414 members 
Mstep: Class 18 contains 4400 members 
Mstep: Class 19 contains 287385 members 
Mstep: Class 20 contains 34102 members 
Mstep: Class 21 contains 12656 members 
Mstep: Class 22 contains 2307 members 
Mstep: Class 23 contains 28450 members 
Mstep: Class 24 contains 2649 members 
Mstep: Class 25 contains 1891 members 
Mstep: Class 26 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630876.000000 Penalty: 33371.695312
Iteration 141Q: 27 clusters Score -3.863088e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 6249 members 
Mstep: Class 4 contains 8036 members 
Mstep: Class 5 contains 11877 members 
Mstep: Class 6 contains 20124 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 36745 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 133653 members 
Mstep: Class 12 contains 75056 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 23713 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 4406 members 
Mstep: Class 19 contains 287417 members 
Mstep: Class 20 contains 34100 members 
Mstep: Class 21 contains 12658 members 
Mstep: Class 22 contains 2307 members 
Mstep: Class 23 contains 28459 members 
Mstep: Class 24 contains 2643 members 
Mstep: Class 25 contains 1895 members 
Mstep: Class 26 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631000.000000 Penalty: 33371.695312
Iteration 142Q: 27 clusters Score -3.8631e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4752 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 11860 members 
Mstep: Class 6 contains 20122 members 
Mstep: Class 7 contains 5731 members 
Mstep: Class 8 contains 36736 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 133686 members 
Mstep: Class 12 contains 75060 members 
Mstep: Class 13 contains 2796 members 
Mstep: Class 14 contains 3195 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 23710 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 4406 members 
Mstep: Class 19 contains 287450 members 
Mstep: Class 20 contains 34097 members 
Mstep: Class 21 contains 12665 members 
Mstep: Class 22 contains 2309 members 
Mstep: Class 23 contains 28462 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 1897 members 
Mstep: Class 26 contains 3445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631056.000000 Penalty: 33371.695312
Iteration 143Q: 27 clusters Score -3.863106e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 6142 members 
Mstep: Class 4 contains 8031 members 
Mstep: Class 5 contains 11845 members 
Mstep: Class 6 contains 20124 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 133715 members 
Mstep: Class 12 contains 75066 members 
Mstep: Class 13 contains 2803 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 23708 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 4408 members 
Mstep: Class 19 contains 287477 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12677 members 
Mstep: Class 22 contains 2309 members 
Mstep: Class 23 contains 28464 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 1900 members 
Mstep: Class 26 contains 3450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631076.000000 Penalty: 33371.695312
Iteration 144Q: 27 clusters Score -3.863108e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 6100 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 11837 members 
Mstep: Class 6 contains 20128 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 36717 members 
Mstep: Class 9 contains 1486 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 133734 members 
Mstep: Class 12 contains 75063 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 23705 members 
Mstep: Class 17 contains 14414 members 
Mstep: Class 18 contains 4411 members 
Mstep: Class 19 contains 287503 members 
Mstep: Class 20 contains 34098 members 
Mstep: Class 21 contains 12685 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28464 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 1901 members 
Mstep: Class 26 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631116.000000 Penalty: 33371.695312
Iteration 145Q: 27 clusters Score -3.863112e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4731 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 11830 members 
Mstep: Class 6 contains 20129 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 36706 members 
Mstep: Class 9 contains 1486 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 133765 members 
Mstep: Class 12 contains 75059 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 23702 members 
Mstep: Class 17 contains 14416 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 287507 members 
Mstep: Class 20 contains 34098 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28463 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631124.000000 Penalty: 33371.695312
Iteration 146Q: 27 clusters Score -3.863112e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 6053 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 36700 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 133800 members 
Mstep: Class 12 contains 75057 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 23699 members 
Mstep: Class 17 contains 14416 members 
Mstep: Class 18 contains 4411 members 
Mstep: Class 19 contains 287513 members 
Mstep: Class 20 contains 34101 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28463 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631140.000000 Penalty: 33371.695312
Iteration 147Q: 27 clusters Score -3.863114e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 6039 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 11816 members 
Mstep: Class 6 contains 20134 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 36690 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 133835 members 
Mstep: Class 12 contains 75055 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 23691 members 
Mstep: Class 17 contains 14418 members 
Mstep: Class 18 contains 4411 members 
Mstep: Class 19 contains 287506 members 
Mstep: Class 20 contains 34100 members 
Mstep: Class 21 contains 12702 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28468 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631192.000000 Penalty: 33371.695312
Iteration 148Q: 27 clusters Score -3.863119e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 6018 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 20137 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 36686 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 133867 members 
Mstep: Class 12 contains 75056 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 3195 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 23683 members 
Mstep: Class 17 contains 14420 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 287501 members 
Mstep: Class 20 contains 34101 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28472 members 
Mstep: Class 24 contains 2627 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631176.000000 Penalty: 33371.695312
Iteration 149Q: 27 clusters Score -3.863118e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 6001 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 11797 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 36682 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 133904 members 
Mstep: Class 12 contains 75054 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 23679 members 
Mstep: Class 17 contains 14418 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 287489 members 
Mstep: Class 20 contains 34098 members 
Mstep: Class 21 contains 12718 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28468 members 
Mstep: Class 24 contains 2625 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631172.000000 Penalty: 33371.695312
Iteration 150Q: 27 clusters Score -3.863117e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 5985 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 11785 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 36678 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 133957 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 2830 members 
Mstep: Class 14 contains 3208 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 23667 members 
Mstep: Class 17 contains 14419 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 287462 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12725 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28473 members 
Mstep: Class 24 contains 2620 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631232.000000 Penalty: 33371.695312
Iteration 151Q: 27 clusters Score -3.863123e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 5977 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 36670 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 133998 members 
Mstep: Class 12 contains 75054 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 23659 members 
Mstep: Class 17 contains 14420 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 287434 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12739 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28472 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631252.000000 Penalty: 33371.695312
Iteration 152Q: 27 clusters Score -3.863125e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 5966 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 11759 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 36665 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 134048 members 
Mstep: Class 12 contains 75048 members 
Mstep: Class 13 contains 2832 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 23651 members 
Mstep: Class 17 contains 14424 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 287409 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12748 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28473 members 
Mstep: Class 24 contains 2608 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631272.000000 Penalty: 33371.695312
Iteration 153Q: 27 clusters Score -3.863127e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 5961 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 11745 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 36664 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 134095 members 
Mstep: Class 12 contains 75050 members 
Mstep: Class 13 contains 2832 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 23643 members 
Mstep: Class 17 contains 14424 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 287379 members 
Mstep: Class 20 contains 34094 members 
Mstep: Class 21 contains 12758 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 28469 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631332.000000 Penalty: 33371.695312
Iteration 154Q: 27 clusters Score -3.863133e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 5957 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 11734 members 
Mstep: Class 6 contains 20146 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 36655 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 134141 members 
Mstep: Class 12 contains 75049 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 23635 members 
Mstep: Class 17 contains 14421 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 287353 members 
Mstep: Class 20 contains 34095 members 
Mstep: Class 21 contains 12759 members 
Mstep: Class 22 contains 2309 members 
Mstep: Class 23 contains 28472 members 
Mstep: Class 24 contains 2608 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631272.000000 Penalty: 33371.695312
Iteration 155Q: 27 clusters Score -3.863127e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 5939 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 11722 members 
Mstep: Class 6 contains 20144 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 36642 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 134197 members 
Mstep: Class 12 contains 75055 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 23623 members 
Mstep: Class 17 contains 14419 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 287329 members 
Mstep: Class 20 contains 34097 members 
Mstep: Class 21 contains 12758 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 28478 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631292.000000 Penalty: 33371.695312
Iteration 156Q: 27 clusters Score -3.863129e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 11705 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 36634 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4483 members 
Mstep: Class 11 contains 134257 members 
Mstep: Class 12 contains 75057 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 2322 members 
Mstep: Class 16 contains 23607 members 
Mstep: Class 17 contains 14420 members 
Mstep: Class 18 contains 4416 members 
Mstep: Class 19 contains 287297 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12758 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 28491 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631384.000000 Penalty: 33371.695312
Iteration 157Q: 27 clusters Score -3.863138e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 5905 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 11700 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 36627 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 134307 members 
Mstep: Class 12 contains 75054 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 23589 members 
Mstep: Class 17 contains 14421 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 287272 members 
Mstep: Class 20 contains 34096 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 28499 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631356.000000 Penalty: 33371.695312
Iteration 158Q: 27 clusters Score -3.863136e+07 nChanged 232
Entering ConstructFrom: 
Score: -38631356.000000 Penalty: 33371.695312
Entering ConstructFrom: 
Trying to split cluster 1 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -333270.406250 Penalty: 817.128296
	Iteration 0F: 2 clusters Score -333270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -329345.843750 Penalty: 1634.256592
	Iteration 0F: 3 clusters Score -329345.8 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -330636.625000 Penalty: 1634.256592
	Iteration 1F: 3 clusters Score -330636.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -330803.093750 Penalty: 1634.256592
	Iteration 2F: 3 clusters Score -330803.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -330936.906250 Penalty: 1634.256592
	Iteration 3F: 3 clusters Score -330936.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -331066.406250 Penalty: 1634.256592
	Iteration 4Q: 3 clusters Score -331066.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -331201.250000 Penalty: 1634.256592
	Iteration 5Q: 3 clusters Score -331201.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -331358.093750 Penalty: 1634.256592
	Iteration 6Q: 3 clusters Score -331358.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -331546.562500 Penalty: 1634.256592
	Iteration 7Q: 3 clusters Score -331546.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -331733.937500 Penalty: 1634.256592
	Iteration 8Q: 3 clusters Score -331733.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -331884.718750 Penalty: 1634.256592
	Iteration 9Q: 3 clusters Score -331884.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -332014.312500 Penalty: 1634.256592
	Iteration 10Q: 3 clusters Score -332014.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -332137.156250 Penalty: 1634.256592
	Iteration 11Q: 3 clusters Score -332137.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -332241.656250 Penalty: 1634.256592
	Iteration 12Q: 3 clusters Score -332241.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -332331.625000 Penalty: 1634.256592
	Iteration 13Q: 3 clusters Score -332331.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -332388.343750 Penalty: 1634.256592
	Iteration 14Q: 3 clusters Score -332388.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -332426.656250 Penalty: 1634.256592
	Iteration 15Q: 3 clusters Score -332426.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -332455.156250 Penalty: 1634.256592
	Iteration 16Q: 3 clusters Score -332455.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -332471.562500 Penalty: 1634.256592
	Iteration 17Q: 3 clusters Score -332471.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -332484.531250 Penalty: 1634.256592
	Iteration 18Q: 3 clusters Score -332484.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -332497.562500 Penalty: 1634.256592
	Iteration 19Q: 3 clusters Score -332497.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -332505.906250 Penalty: 1634.256592
	Iteration 20F: 3 clusters Score -332505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -332510.156250 Penalty: 1634.256592
	Iteration 21Q: 3 clusters Score -332510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -332513.468750 Penalty: 1634.256592
	Iteration 22Q: 3 clusters Score -332513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -332516.343750 Penalty: 1634.256592
	Iteration 23Q: 3 clusters Score -332516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -332518.218750 Penalty: 1634.256592
	Iteration 24Q: 3 clusters Score -332518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -332520.000000 Penalty: 1634.256592
	Iteration 25Q: 3 clusters Score -332520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -332523.406250 Penalty: 1634.256592
	Iteration 26Q: 3 clusters Score -332523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -332524.750000 Penalty: 1634.256592
	Iteration 27Q: 3 clusters Score -332524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -332526.343750 Penalty: 1634.256592
	Iteration 28Q: 3 clusters Score -332526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -332526.656250 Penalty: 1634.256592
	Iteration 29Q: 3 clusters Score -332526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -332528.781250 Penalty: 1634.256592
	Iteration 30Q: 3 clusters Score -332528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -332529.718750 Penalty: 1634.256592
	Iteration 31Q: 3 clusters Score -332529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -332529.781250 Penalty: 1634.256592
	Iteration 32Q: 3 clusters Score -332529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -332529.781250 Penalty: 1634.256592
	Iteration 33F: 3 clusters Score -332529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -262026.843750 Penalty: 803.839539
	Iteration 0F: 2 clusters Score -262026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -258594.734375 Penalty: 1607.679077
	Iteration 0F: 3 clusters Score -258594.7 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -259657.421875 Penalty: 1607.679077
	Iteration 1F: 3 clusters Score -259657.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -259801.187500 Penalty: 1607.679077
	Iteration 2F: 3 clusters Score -259801.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -259923.656250 Penalty: 1607.679077
	Iteration 3F: 3 clusters Score -259923.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -260024.328125 Penalty: 1607.679077
	Iteration 4Q: 3 clusters Score -260024.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -260116.281250 Penalty: 1607.679077
	Iteration 5Q: 3 clusters Score -260116.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -260185.171875 Penalty: 1607.679077
	Iteration 6Q: 3 clusters Score -260185.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -260266.187500 Penalty: 1607.679077
	Iteration 7Q: 3 clusters Score -260266.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -260369.875000 Penalty: 1607.679077
	Iteration 8Q: 3 clusters Score -260369.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -260497.218750 Penalty: 1607.679077
	Iteration 9Q: 3 clusters Score -260497.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -260623.468750 Penalty: 1607.679077
	Iteration 10Q: 3 clusters Score -260623.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -260735.609375 Penalty: 1607.679077
	Iteration 11Q: 3 clusters Score -260735.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -260849.812500 Penalty: 1607.679077
	Iteration 12Q: 3 clusters Score -260849.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -260944.687500 Penalty: 1607.679077
	Iteration 13Q: 3 clusters Score -260944.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -261001.015625 Penalty: 1607.679077
	Iteration 14Q: 3 clusters Score -261001 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -261038.171875 Penalty: 1607.679077
	Iteration 15Q: 3 clusters Score -261038.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -261065.796875 Penalty: 1607.679077
	Iteration 16Q: 3 clusters Score -261065.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -261081.015625 Penalty: 1607.679077
	Iteration 17Q: 3 clusters Score -261081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -261091.671875 Penalty: 1607.679077
	Iteration 18Q: 3 clusters Score -261091.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -261098.015625 Penalty: 1607.679077
	Iteration 19Q: 3 clusters Score -261098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -261102.500000 Penalty: 1607.679077
	Iteration 20F: 3 clusters Score -261102.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -261104.703125 Penalty: 1607.679077
	Iteration 21Q: 3 clusters Score -261104.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -261106.500000 Penalty: 1607.679077
	Iteration 22Q: 3 clusters Score -261106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -261107.250000 Penalty: 1607.679077
	Iteration 23Q: 3 clusters Score -261107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -261108.781250 Penalty: 1607.679077
	Iteration 24Q: 3 clusters Score -261108.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -261112.562500 Penalty: 1607.679077
	Iteration 25Q: 3 clusters Score -261112.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -261115.234375 Penalty: 1607.679077
	Iteration 26Q: 3 clusters Score -261115.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -261118.531250 Penalty: 1607.679077
	Iteration 27Q: 3 clusters Score -261118.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -261120.484375 Penalty: 1607.679077
	Iteration 28Q: 3 clusters Score -261120.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -261122.562500 Penalty: 1607.679077
	Iteration 29Q: 3 clusters Score -261122.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -261124.156250 Penalty: 1607.679077
	Iteration 30Q: 3 clusters Score -261124.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -261125.984375 Penalty: 1607.679077
	Iteration 31Q: 3 clusters Score -261126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -261126.968750 Penalty: 1607.679077
	Iteration 32Q: 3 clusters Score -261127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -261127.609375 Penalty: 1607.679077
	Iteration 33Q: 3 clusters Score -261127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -261127.765625 Penalty: 1607.679077
	Iteration 34Q: 3 clusters Score -261127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -261128.000000 Penalty: 1607.679077
	Iteration 35Q: 3 clusters Score -261128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -261128.000000 Penalty: 1607.679077
	Iteration 36F: 3 clusters Score -261128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Entering Unmasked Estep 
Score: -328408.468750 Penalty: 824.679932
	Iteration 0F: 2 clusters Score -328408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -324253.531250 Penalty: 1649.359863
	Iteration 0F: 3 clusters Score -324253.5 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -325681.312500 Penalty: 1649.359863
	Iteration 1F: 3 clusters Score -325681.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -325839.843750 Penalty: 1649.359863
	Iteration 2F: 3 clusters Score -325839.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -325978.937500 Penalty: 1649.359863
	Iteration 3F: 3 clusters Score -325978.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -326125.781250 Penalty: 1649.359863
	Iteration 4Q: 3 clusters Score -326125.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -326281.437500 Penalty: 1649.359863
	Iteration 5Q: 3 clusters Score -326281.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -326451.031250 Penalty: 1649.359863
	Iteration 6Q: 3 clusters Score -326451 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -326658.281250 Penalty: 1649.359863
	Iteration 7F: 3 clusters Score -326658.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -326884.593750 Penalty: 1649.359863
	Iteration 8F: 3 clusters Score -326884.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -327092.906250 Penalty: 1649.359863
	Iteration 9Q: 3 clusters Score -327092.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -327296.718750 Penalty: 1649.359863
	Iteration 10Q: 3 clusters Score -327296.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -327486.468750 Penalty: 1649.359863
	Iteration 11Q: 3 clusters Score -327486.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -327658.437500 Penalty: 1649.359863
	Iteration 12Q: 3 clusters Score -327658.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -327771.781250 Penalty: 1649.359863
	Iteration 13Q: 3 clusters Score -327771.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -327824.187500 Penalty: 1649.359863
	Iteration 14Q: 3 clusters Score -327824.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -327846.625000 Penalty: 1649.359863
	Iteration 15Q: 3 clusters Score -327846.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -327853.187500 Penalty: 1649.359863
	Iteration 16Q: 3 clusters Score -327853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -327858.062500 Penalty: 1649.359863
	Iteration 17Q: 3 clusters Score -327858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -327858.250000 Penalty: 1649.359863
	Iteration 18Q: 3 clusters Score -327858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -327857.750000 Penalty: 1649.359863
	Iteration 19Q: 3 clusters Score -327857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -327858.187500 Penalty: 1649.359863
	Iteration 20F: 3 clusters Score -327858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -406345.531250 Penalty: 853.569702
	Iteration 0F: 2 clusters Score -406345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -400893.375000 Penalty: 1707.139404
	Iteration 0F: 3 clusters Score -400893.4 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -402921.468750 Penalty: 1707.139404
	Iteration 1F: 3 clusters Score -402921.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -403222.531250 Penalty: 1707.139404
	Iteration 2F: 3 clusters Score -403222.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -403525.718750 Penalty: 1707.139404
	Iteration 3F: 3 clusters Score -403525.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -403806.875000 Penalty: 1707.139404
	Iteration 4F: 3 clusters Score -403806.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -404049.750000 Penalty: 1707.139404
	Iteration 5F: 3 clusters Score -404049.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -404250.875000 Penalty: 1707.139404
	Iteration 6Q: 3 clusters Score -404250.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -404416.812500 Penalty: 1707.139404
	Iteration 7Q: 3 clusters Score -404416.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -404573.656250 Penalty: 1707.139404
	Iteration 8Q: 3 clusters Score -404573.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -404715.062500 Penalty: 1707.139404
	Iteration 9Q: 3 clusters Score -404715.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -404831.031250 Penalty: 1707.139404
	Iteration 10Q: 3 clusters Score -404831 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -404921.843750 Penalty: 1707.139404
	Iteration 11Q: 3 clusters Score -404921.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -405006.250000 Penalty: 1707.139404
	Iteration 12Q: 3 clusters Score -405006.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -405074.125000 Penalty: 1707.139404
	Iteration 13Q: 3 clusters Score -405074.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -405144.593750 Penalty: 1707.139404
	Iteration 14Q: 3 clusters Score -405144.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -405202.218750 Penalty: 1707.139404
	Iteration 15Q: 3 clusters Score -405202.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -405254.156250 Penalty: 1707.139404
	Iteration 16Q: 3 clusters Score -405254.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -405296.343750 Penalty: 1707.139404
	Iteration 17Q: 3 clusters Score -405296.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -405330.312500 Penalty: 1707.139404
	Iteration 18Q: 3 clusters Score -405330.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -405365.250000 Penalty: 1707.139404
	Iteration 19Q: 3 clusters Score -405365.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -405397.500000 Penalty: 1707.139404
	Iteration 20F: 3 clusters Score -405397.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -405427.125000 Penalty: 1707.139404
	Iteration 21Q: 3 clusters Score -405427.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -405451.437500 Penalty: 1707.139404
	Iteration 22Q: 3 clusters Score -405451.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -405467.375000 Penalty: 1707.139404
	Iteration 23Q: 3 clusters Score -405467.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -405484.781250 Penalty: 1707.139404
	Iteration 24Q: 3 clusters Score -405484.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -405506.500000 Penalty: 1707.139404
	Iteration 25Q: 3 clusters Score -405506.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -405527.375000 Penalty: 1707.139404
	Iteration 26Q: 3 clusters Score -405527.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -405544.062500 Penalty: 1707.139404
	Iteration 27Q: 3 clusters Score -405544.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -405561.218750 Penalty: 1707.139404
	Iteration 28Q: 3 clusters Score -405561.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -405581.187500 Penalty: 1707.139404
	Iteration 29Q: 3 clusters Score -405581.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -405601.093750 Penalty: 1707.139404
	Iteration 30Q: 3 clusters Score -405601.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -405622.968750 Penalty: 1707.139404
	Iteration 31Q: 3 clusters Score -405623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -405644.937500 Penalty: 1707.139404
	Iteration 32Q: 3 clusters Score -405644.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -405671.468750 Penalty: 1707.139404
	Iteration 33Q: 3 clusters Score -405671.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -405698.718750 Penalty: 1707.139404
	Iteration 34Q: 3 clusters Score -405698.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -405732.937500 Penalty: 1707.139404
	Iteration 35Q: 3 clusters Score -405732.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -405784.562500 Penalty: 1707.139404
	Iteration 36Q: 3 clusters Score -405784.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -405850.625000 Penalty: 1707.139404
	Iteration 37Q: 3 clusters Score -405850.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -405933.843750 Penalty: 1707.139404
	Iteration 38Q: 3 clusters Score -405933.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -406025.468750 Penalty: 1707.139404
	Iteration 39Q: 3 clusters Score -406025.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -406129.906250 Penalty: 1707.139404
	Iteration 40F: 3 clusters Score -406129.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -406275.093750 Penalty: 1707.139404
	Iteration 41Q: 3 clusters Score -406275.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -406399.031250 Penalty: 1707.139404
	Iteration 42Q: 3 clusters Score -406399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -406509.937500 Penalty: 1707.139404
	Iteration 43Q: 3 clusters Score -406509.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -406581.437500 Penalty: 1707.139404
	Iteration 44Q: 3 clusters Score -406581.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -406635.031250 Penalty: 1707.139404
	Iteration 45Q: 3 clusters Score -406635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -406674.593750 Penalty: 1707.139404
	Iteration 46Q: 3 clusters Score -406674.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -406705.625000 Penalty: 1707.139404
	Iteration 47Q: 3 clusters Score -406705.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -406720.000000 Penalty: 1707.139404
	Iteration 48Q: 3 clusters Score -406720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -406732.218750 Penalty: 1707.139404
	Iteration 49Q: 3 clusters Score -406732.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -406736.187500 Penalty: 1707.139404
	Iteration 50Q: 3 clusters Score -406736.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -406739.187500 Penalty: 1707.139404
	Iteration 51Q: 3 clusters Score -406739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -406740.281250 Penalty: 1707.139404
	Iteration 52Q: 3 clusters Score -406740.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -406741.156250 Penalty: 1707.139404
	Iteration 53Q: 3 clusters Score -406741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -406743.000000 Penalty: 1707.139404
	Iteration 54Q: 3 clusters Score -406743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -406743.343750 Penalty: 1707.139404
	Iteration 55Q: 3 clusters Score -406743.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -406743.625000 Penalty: 1707.139404
	Iteration 56Q: 3 clusters Score -406743.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -406743.625000 Penalty: 1707.139404
	Iteration 57F: 3 clusters Score -406743.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 7046 members 
Mstep: Class 5 contains 11688 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 134350 members 
Mstep: Class 12 contains 75058 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 23575 members 
Mstep: Class 17 contains 14419 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 287257 members 
Mstep: Class 20 contains 34095 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 28514 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 936 members 
Entering Unmasked Estep 
Score: -38631268.000000 Penalty: 34655.218750
Splitting cluster 4 changes total score from -38631356.000000 to -38631268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Entering Unmasked Estep 
Score: -550551.625000 Penalty: 889.800171
	Iteration 0F: 2 clusters Score -550551.6 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 5818 members 
Entering Unmasked Estep 
Score: -542654.312500 Penalty: 1779.600342
	Iteration 0F: 3 clusters Score -542654.3 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -545834.250000 Penalty: 1779.600342
	Iteration 1F: 3 clusters Score -545834.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -546266.375000 Penalty: 1779.600342
	Iteration 2F: 3 clusters Score -546266.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -546683.687500 Penalty: 1779.600342
	Iteration 3F: 3 clusters Score -546683.7 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -547030.812500 Penalty: 1779.600342
	Iteration 4F: 3 clusters Score -547030.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -547352.375000 Penalty: 1779.600342
	Iteration 5F: 3 clusters Score -547352.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -547671.000000 Penalty: 1779.600342
	Iteration 6Q: 3 clusters Score -547671 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -547951.875000 Penalty: 1779.600342
	Iteration 7Q: 3 clusters Score -547951.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -548233.000000 Penalty: 1779.600342
	Iteration 8Q: 3 clusters Score -548233 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -548506.375000 Penalty: 1779.600342
	Iteration 9Q: 3 clusters Score -548506.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -548763.000000 Penalty: 1779.600342
	Iteration 10Q: 3 clusters Score -548763 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -549012.750000 Penalty: 1779.600342
	Iteration 11Q: 3 clusters Score -549012.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -549229.812500 Penalty: 1779.600342
	Iteration 12Q: 3 clusters Score -549229.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -549401.312500 Penalty: 1779.600342
	Iteration 13Q: 3 clusters Score -549401.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -549540.875000 Penalty: 1779.600342
	Iteration 14Q: 3 clusters Score -549540.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -549658.312500 Penalty: 1779.600342
	Iteration 15Q: 3 clusters Score -549658.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -549727.500000 Penalty: 1779.600342
	Iteration 16Q: 3 clusters Score -549727.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -549788.875000 Penalty: 1779.600342
	Iteration 17Q: 3 clusters Score -549788.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -549829.500000 Penalty: 1779.600342
	Iteration 18Q: 3 clusters Score -549829.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -549856.187500 Penalty: 1779.600342
	Iteration 19Q: 3 clusters Score -549856.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -549872.750000 Penalty: 1779.600342
	Iteration 20F: 3 clusters Score -549872.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -549882.375000 Penalty: 1779.600342
	Iteration 21Q: 3 clusters Score -549882.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -549893.062500 Penalty: 1779.600342
	Iteration 22Q: 3 clusters Score -549893.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -549903.375000 Penalty: 1779.600342
	Iteration 23Q: 3 clusters Score -549903.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -549919.125000 Penalty: 1779.600342
	Iteration 24Q: 3 clusters Score -549919.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -549932.062500 Penalty: 1779.600342
	Iteration 25Q: 3 clusters Score -549932.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -549940.750000 Penalty: 1779.600342
	Iteration 26Q: 3 clusters Score -549940.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -549950.750000 Penalty: 1779.600342
	Iteration 27Q: 3 clusters Score -549950.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -549959.625000 Penalty: 1779.600342
	Iteration 28Q: 3 clusters Score -549959.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -549964.062500 Penalty: 1779.600342
	Iteration 29Q: 3 clusters Score -549964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -549968.312500 Penalty: 1779.600342
	Iteration 30Q: 3 clusters Score -549968.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -549970.812500 Penalty: 1779.600342
	Iteration 31Q: 3 clusters Score -549970.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -549972.812500 Penalty: 1779.600342
	Iteration 32Q: 3 clusters Score -549972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -549974.250000 Penalty: 1779.600342
	Iteration 33Q: 3 clusters Score -549974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -549976.562500 Penalty: 1779.600342
	Iteration 34Q: 3 clusters Score -549976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -549976.500000 Penalty: 1779.600342
	Iteration 35Q: 3 clusters Score -549976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -549974.625000 Penalty: 1779.600342
	Iteration 36Q: 3 clusters Score -549974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -549975.750000 Penalty: 1779.600342
	Iteration 37Q: 3 clusters Score -549975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -549976.625000 Penalty: 1779.600342
	Iteration 38Q: 3 clusters Score -549976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -549977.625000 Penalty: 1779.600342
	Iteration 39Q: 3 clusters Score -549977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -549978.187500 Penalty: 1779.600342
	Iteration 40F: 3 clusters Score -549978.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Entering Unmasked Estep 
Score: -1077734.750000 Penalty: 941.503418
	Iteration 0F: 2 clusters Score -1077735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1064221.000000 Penalty: 1883.006836
	Iteration 0F: 3 clusters Score -1064221 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1069627.250000 Penalty: 1883.006836
	Iteration 1F: 3 clusters Score -1069627 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1069957.875000 Penalty: 1883.006836
	Iteration 2Q: 3 clusters Score -1069958 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1070313.375000 Penalty: 1883.006836
	Iteration 3Q: 3 clusters Score -1070313 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1070710.625000 Penalty: 1883.006836
	Iteration 4Q: 3 clusters Score -1070711 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1071168.750000 Penalty: 1883.006836
	Iteration 5Q: 3 clusters Score -1071169 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1071771.750000 Penalty: 1883.006836
	Iteration 6F: 3 clusters Score -1071772 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1072510.125000 Penalty: 1883.006836
	Iteration 7F: 3 clusters Score -1072510 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1073322.875000 Penalty: 1883.006836
	Iteration 8F: 3 clusters Score -1073323 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1074002.250000 Penalty: 1883.006836
	Iteration 9Q: 3 clusters Score -1074002 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1074559.625000 Penalty: 1883.006836
	Iteration 10Q: 3 clusters Score -1074560 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1074954.500000 Penalty: 1883.006836
	Iteration 11Q: 3 clusters Score -1074954 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1075265.875000 Penalty: 1883.006836
	Iteration 12Q: 3 clusters Score -1075266 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1075549.625000 Penalty: 1883.006836
	Iteration 13Q: 3 clusters Score -1075550 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1075786.875000 Penalty: 1883.006836
	Iteration 14Q: 3 clusters Score -1075787 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1076021.625000 Penalty: 1883.006836
	Iteration 15Q: 3 clusters Score -1076022 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1076271.250000 Penalty: 1883.006836
	Iteration 16Q: 3 clusters Score -1076271 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1076526.000000 Penalty: 1883.006836
	Iteration 17Q: 3 clusters Score -1076526 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1076763.000000 Penalty: 1883.006836
	Iteration 18Q: 3 clusters Score -1076763 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1076935.125000 Penalty: 1883.006836
	Iteration 19Q: 3 clusters Score -1076935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1077033.125000 Penalty: 1883.006836
	Iteration 20F: 3 clusters Score -1077033 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1077082.000000 Penalty: 1883.006836
	Iteration 21Q: 3 clusters Score -1077082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1077112.000000 Penalty: 1883.006836
	Iteration 22Q: 3 clusters Score -1077112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1077122.500000 Penalty: 1883.006836
	Iteration 23Q: 3 clusters Score -1077122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1077136.625000 Penalty: 1883.006836
	Iteration 24Q: 3 clusters Score -1077137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1077142.375000 Penalty: 1883.006836
	Iteration 25Q: 3 clusters Score -1077142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1077143.125000 Penalty: 1883.006836
	Iteration 26Q: 3 clusters Score -1077143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1077145.625000 Penalty: 1883.006836
	Iteration 27Q: 3 clusters Score -1077146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1077147.125000 Penalty: 1883.006836
	Iteration 28Q: 3 clusters Score -1077147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1077147.500000 Penalty: 1883.006836
	Iteration 29Q: 3 clusters Score -1077148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1077147.750000 Penalty: 1883.006836
	Iteration 30Q: 3 clusters Score -1077148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1077148.750000 Penalty: 1883.006836
	Iteration 31Q: 3 clusters Score -1077149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1077149.250000 Penalty: 1883.006836
	Iteration 32Q: 3 clusters Score -1077149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1077149.250000 Penalty: 1883.006836
	Iteration 33F: 3 clusters Score -1077149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Entering Unmasked Estep 
Score: -282577.562500 Penalty: 822.129456
	Iteration 0F: 2 clusters Score -282577.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -278486.375000 Penalty: 1644.258911
	Iteration 0F: 3 clusters Score -278486.4 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -280012.062500 Penalty: 1644.258911
	Iteration 1F: 3 clusters Score -280012.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -280456.125000 Penalty: 1644.258911
	Iteration 2F: 3 clusters Score -280456.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -280983.812500 Penalty: 1644.258911
	Iteration 3F: 3 clusters Score -280983.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -281424.406250 Penalty: 1644.258911
	Iteration 4F: 3 clusters Score -281424.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -281745.781250 Penalty: 1644.258911
	Iteration 5F: 3 clusters Score -281745.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -281944.062500 Penalty: 1644.258911
	Iteration 6F: 3 clusters Score -281944.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -282054.375000 Penalty: 1644.258911
	Iteration 7Q: 3 clusters Score -282054.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -282130.000000 Penalty: 1644.258911
	Iteration 8Q: 3 clusters Score -282130 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -282194.312500 Penalty: 1644.258911
	Iteration 9Q: 3 clusters Score -282194.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -282259.625000 Penalty: 1644.258911
	Iteration 10Q: 3 clusters Score -282259.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -282320.843750 Penalty: 1644.258911
	Iteration 11Q: 3 clusters Score -282320.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -282399.968750 Penalty: 1644.258911
	Iteration 12Q: 3 clusters Score -282400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282465.593750 Penalty: 1644.258911
	Iteration 13Q: 3 clusters Score -282465.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -282526.812500 Penalty: 1644.258911
	Iteration 14Q: 3 clusters Score -282526.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -282574.250000 Penalty: 1644.258911
	Iteration 15Q: 3 clusters Score -282574.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -282618.500000 Penalty: 1644.258911
	Iteration 16Q: 3 clusters Score -282618.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -282647.375000 Penalty: 1644.258911
	Iteration 17Q: 3 clusters Score -282647.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -282667.812500 Penalty: 1644.258911
	Iteration 18Q: 3 clusters Score -282667.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -282682.812500 Penalty: 1644.258911
	Iteration 19Q: 3 clusters Score -282682.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -282689.000000 Penalty: 1644.258911
	Iteration 20F: 3 clusters Score -282689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -282694.812500 Penalty: 1644.258911
	Iteration 21Q: 3 clusters Score -282694.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -282700.656250 Penalty: 1644.258911
	Iteration 22Q: 3 clusters Score -282700.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -282703.531250 Penalty: 1644.258911
	Iteration 23Q: 3 clusters Score -282703.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -282706.687500 Penalty: 1644.258911
	Iteration 24Q: 3 clusters Score -282706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -282708.406250 Penalty: 1644.258911
	Iteration 25Q: 3 clusters Score -282708.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -282710.906250 Penalty: 1644.258911
	Iteration 26Q: 3 clusters Score -282710.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -282713.875000 Penalty: 1644.258911
	Iteration 27Q: 3 clusters Score -282713.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -282716.250000 Penalty: 1644.258911
	Iteration 28Q: 3 clusters Score -282716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -282718.531250 Penalty: 1644.258911
	Iteration 29Q: 3 clusters Score -282718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -282719.125000 Penalty: 1644.258911
	Iteration 30Q: 3 clusters Score -282719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -282718.656250 Penalty: 1644.258911
	Iteration 31Q: 3 clusters Score -282718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -282718.656250 Penalty: 1644.258911
	Iteration 32F: 3 clusters Score -282718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 11688 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 134350 members 
Mstep: Class 12 contains 75058 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 23575 members 
Mstep: Class 17 contains 14419 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 287257 members 
Mstep: Class 20 contains 34095 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 28514 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 394 members 
Entering Unmasked Estep 
Score: -38630992.000000 Penalty: 34655.218750
Splitting cluster 7 changes total score from -38631356.000000 to -38630992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (36617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Entering Unmasked Estep 
Score: -2265463.250000 Penalty: 998.285522
	Iteration 0F: 2 clusters Score -2265463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2240921.250000 Penalty: 1996.571045
	Iteration 0F: 3 clusters Score -2240921 nChanged 17284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2251351.500000 Penalty: 1996.571045
	Iteration 1F: 3 clusters Score -2251352 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2251885.500000 Penalty: 1996.571045
	Iteration 2Q: 3 clusters Score -2251886 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2252555.750000 Penalty: 1996.571045
	Iteration 3Q: 3 clusters Score -2252556 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2253520.750000 Penalty: 1996.571045
	Iteration 4Q: 3 clusters Score -2253521 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2254732.750000 Penalty: 1996.571045
	Iteration 5F: 3 clusters Score -2254733 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2256138.000000 Penalty: 1996.571045
	Iteration 6F: 3 clusters Score -2256138 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2257500.000000 Penalty: 1996.571045
	Iteration 7F: 3 clusters Score -2257500 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2258664.500000 Penalty: 1996.571045
	Iteration 8Q: 3 clusters Score -2258664 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2259464.500000 Penalty: 1996.571045
	Iteration 9Q: 3 clusters Score -2259464 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2260083.500000 Penalty: 1996.571045
	Iteration 10Q: 3 clusters Score -2260084 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2260562.750000 Penalty: 1996.571045
	Iteration 11Q: 3 clusters Score -2260563 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2261012.500000 Penalty: 1996.571045
	Iteration 12Q: 3 clusters Score -2261012 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2261458.750000 Penalty: 1996.571045
	Iteration 13Q: 3 clusters Score -2261459 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2261931.500000 Penalty: 1996.571045
	Iteration 14Q: 3 clusters Score -2261932 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2262342.500000 Penalty: 1996.571045
	Iteration 15Q: 3 clusters Score -2262342 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2262768.250000 Penalty: 1996.571045
	Iteration 16Q: 3 clusters Score -2262768 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2263180.000000 Penalty: 1996.571045
	Iteration 17Q: 3 clusters Score -2263180 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2263541.250000 Penalty: 1996.571045
	Iteration 18Q: 3 clusters Score -2263541 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2263854.250000 Penalty: 1996.571045
	Iteration 19Q: 3 clusters Score -2263854 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2264071.500000 Penalty: 1996.571045
	Iteration 20F: 3 clusters Score -2264072 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2264226.750000 Penalty: 1996.571045
	Iteration 21Q: 3 clusters Score -2264227 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2264335.750000 Penalty: 1996.571045
	Iteration 22Q: 3 clusters Score -2264336 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2264418.750000 Penalty: 1996.571045
	Iteration 23Q: 3 clusters Score -2264419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2264468.000000 Penalty: 1996.571045
	Iteration 24Q: 3 clusters Score -2264468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2264503.750000 Penalty: 1996.571045
	Iteration 25Q: 3 clusters Score -2264504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2264536.500000 Penalty: 1996.571045
	Iteration 26Q: 3 clusters Score -2264536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2264560.500000 Penalty: 1996.571045
	Iteration 27Q: 3 clusters Score -2264560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2264578.500000 Penalty: 1996.571045
	Iteration 28Q: 3 clusters Score -2264578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2264584.000000 Penalty: 1996.571045
	Iteration 29Q: 3 clusters Score -2264584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2264593.500000 Penalty: 1996.571045
	Iteration 30Q: 3 clusters Score -2264594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2264599.250000 Penalty: 1996.571045
	Iteration 31Q: 3 clusters Score -2264599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2264605.250000 Penalty: 1996.571045
	Iteration 32Q: 3 clusters Score -2264605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2264611.000000 Penalty: 1996.571045
	Iteration 33Q: 3 clusters Score -2264611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2264619.000000 Penalty: 1996.571045
	Iteration 34Q: 3 clusters Score -2264619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2264619.500000 Penalty: 1996.571045
	Iteration 35Q: 3 clusters Score -2264620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2264620.500000 Penalty: 1996.571045
	Iteration 36Q: 3 clusters Score -2264620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2264624.000000 Penalty: 1996.571045
	Iteration 37Q: 3 clusters Score -2264624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2264629.000000 Penalty: 1996.571045
	Iteration 38Q: 3 clusters Score -2264629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2264631.250000 Penalty: 1996.571045
	Iteration 39Q: 3 clusters Score -2264631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2264632.000000 Penalty: 1996.571045
	Iteration 40F: 3 clusters Score -2264632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -78515.820312 Penalty: 693.673096
	Iteration 0F: 2 clusters Score -78515.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -77123.335938 Penalty: 1387.346191
	Iteration 0F: 3 clusters Score -77123.34 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -77513.820312 Penalty: 1387.346191
	Iteration 1F: 3 clusters Score -77513.82 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -77637.867188 Penalty: 1387.346191
	Iteration 2F: 3 clusters Score -77637.87 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -77717.843750 Penalty: 1387.346191
	Iteration 3F: 3 clusters Score -77717.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -77765.929688 Penalty: 1387.346191
	Iteration 4Q: 3 clusters Score -77765.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77786.257812 Penalty: 1387.346191
	Iteration 5Q: 3 clusters Score -77786.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77800.687500 Penalty: 1387.346191
	Iteration 6Q: 3 clusters Score -77800.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77811.937500 Penalty: 1387.346191
	Iteration 7Q: 3 clusters Score -77811.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77819.109375 Penalty: 1387.346191
	Iteration 8Q: 3 clusters Score -77819.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -77822.804688 Penalty: 1387.346191
	Iteration 9Q: 3 clusters Score -77822.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77828.601562 Penalty: 1387.346191
	Iteration 10Q: 3 clusters Score -77828.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77832.984375 Penalty: 1387.346191
	Iteration 11Q: 3 clusters Score -77832.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -77835.859375 Penalty: 1387.346191
	Iteration 12Q: 3 clusters Score -77835.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -77838.335938 Penalty: 1387.346191
	Iteration 13Q: 3 clusters Score -77838.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -77839.781250 Penalty: 1387.346191
	Iteration 14Q: 3 clusters Score -77839.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -77840.289062 Penalty: 1387.346191
	Iteration 15Q: 3 clusters Score -77840.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77841.000000 Penalty: 1387.346191
	Iteration 16Q: 3 clusters Score -77841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77842.078125 Penalty: 1387.346191
	Iteration 17Q: 3 clusters Score -77842.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -77843.414062 Penalty: 1387.346191
	Iteration 18Q: 3 clusters Score -77843.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -77844.320312 Penalty: 1387.346191
	Iteration 19Q: 3 clusters Score -77844.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -77844.320312 Penalty: 1387.346191
	Iteration 20F: 3 clusters Score -77844.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Entering Unmasked Estep 
Score: -269637.281250 Penalty: 798.828125
	Iteration 0F: 2 clusters Score -269637.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -266397.937500 Penalty: 1597.656250
	Iteration 0F: 3 clusters Score -266397.9 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -267404.312500 Penalty: 1597.656250
	Iteration 1F: 3 clusters Score -267404.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -267501.968750 Penalty: 1597.656250
	Iteration 2F: 3 clusters Score -267502 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -267589.312500 Penalty: 1597.656250
	Iteration 3Q: 3 clusters Score -267589.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -267656.718750 Penalty: 1597.656250
	Iteration 4Q: 3 clusters Score -267656.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -267722.531250 Penalty: 1597.656250
	Iteration 5Q: 3 clusters Score -267722.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -267795.593750 Penalty: 1597.656250
	Iteration 6Q: 3 clusters Score -267795.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -267881.593750 Penalty: 1597.656250
	Iteration 7Q: 3 clusters Score -267881.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267995.187500 Penalty: 1597.656250
	Iteration 8Q: 3 clusters Score -267995.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -268125.875000 Penalty: 1597.656250
	Iteration 9Q: 3 clusters Score -268125.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -268287.718750 Penalty: 1597.656250
	Iteration 10Q: 3 clusters Score -268287.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -268457.593750 Penalty: 1597.656250
	Iteration 11Q: 3 clusters Score -268457.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -268614.875000 Penalty: 1597.656250
	Iteration 12Q: 3 clusters Score -268614.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -268711.218750 Penalty: 1597.656250
	Iteration 13Q: 3 clusters Score -268711.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -268770.593750 Penalty: 1597.656250
	Iteration 14Q: 3 clusters Score -268770.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -268815.718750 Penalty: 1597.656250
	Iteration 15Q: 3 clusters Score -268815.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -268850.437500 Penalty: 1597.656250
	Iteration 16Q: 3 clusters Score -268850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -268867.187500 Penalty: 1597.656250
	Iteration 17Q: 3 clusters Score -268867.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -268880.125000 Penalty: 1597.656250
	Iteration 18Q: 3 clusters Score -268880.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -268895.375000 Penalty: 1597.656250
	Iteration 19Q: 3 clusters Score -268895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -268907.093750 Penalty: 1597.656250
	Iteration 20F: 3 clusters Score -268907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -268912.375000 Penalty: 1597.656250
	Iteration 21Q: 3 clusters Score -268912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -268916.562500 Penalty: 1597.656250
	Iteration 22Q: 3 clusters Score -268916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -268924.593750 Penalty: 1597.656250
	Iteration 23Q: 3 clusters Score -268924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -268929.218750 Penalty: 1597.656250
	Iteration 24Q: 3 clusters Score -268929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -268932.125000 Penalty: 1597.656250
	Iteration 25Q: 3 clusters Score -268932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -268934.281250 Penalty: 1597.656250
	Iteration 26Q: 3 clusters Score -268934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -268935.687500 Penalty: 1597.656250
	Iteration 27Q: 3 clusters Score -268935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -268938.500000 Penalty: 1597.656250
	Iteration 28Q: 3 clusters Score -268938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -268939.250000 Penalty: 1597.656250
	Iteration 29Q: 3 clusters Score -268939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -268939.250000 Penalty: 1597.656250
	Iteration 30F: 3 clusters Score -268939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (134350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134350 members 
Entering Unmasked Estep 
Score: -7315098.500000 Penalty: 1121.779297
	Iteration 0F: 2 clusters Score -7315098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -7224838.500000 Penalty: 2243.558594
	Iteration 0F: 3 clusters Score -7224838 nChanged 65413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -7263954.000000 Penalty: 2243.558594
	Iteration 1F: 3 clusters Score -7263954 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -7265852.500000 Penalty: 2243.558594
	Iteration 2Q: 3 clusters Score -7265852 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -7269123.500000 Penalty: 2243.558594
	Iteration 3F: 3 clusters Score -7269124 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -7274773.000000 Penalty: 2243.558594
	Iteration 4F: 3 clusters Score -7274773 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -7283365.000000 Penalty: 2243.558594
	Iteration 5F: 3 clusters Score -7283365 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -7293764.500000 Penalty: 2243.558594
	Iteration 6F: 3 clusters Score -7293764 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -7302997.500000 Penalty: 2243.558594
	Iteration 7F: 3 clusters Score -7302998 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126025 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -7308952.000000 Penalty: 2243.558594
	Iteration 8Q: 3 clusters Score -7308952 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129063 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -7312157.000000 Penalty: 2243.558594
	Iteration 9Q: 3 clusters Score -7312157 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130485 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -7313636.000000 Penalty: 2243.558594
	Iteration 10Q: 3 clusters Score -7313636 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131144 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7314259.000000 Penalty: 2243.558594
	Iteration 11Q: 3 clusters Score -7314259 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131581 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7314621.000000 Penalty: 2243.558594
	Iteration 12Q: 3 clusters Score -7314621 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131891 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7314937.000000 Penalty: 2243.558594
	Iteration 13Q: 3 clusters Score -7314937 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132092 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7315127.000000 Penalty: 2243.558594
	Iteration 14Q: 3 clusters Score -7315127 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132213 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7315247.000000 Penalty: 2243.558594
	Iteration 15Q: 3 clusters Score -7315247 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132272 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7315337.500000 Penalty: 2243.558594
	Iteration 16Q: 3 clusters Score -7315338 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132307 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7315408.500000 Penalty: 2243.558594
	Iteration 17Q: 3 clusters Score -7315408 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7315490.000000 Penalty: 2243.558594
	Iteration 18Q: 3 clusters Score -7315490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7315508.500000 Penalty: 2243.558594
	Iteration 19Q: 3 clusters Score -7315508 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132435 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7315541.500000 Penalty: 2243.558594
	Iteration 20F: 3 clusters Score -7315542 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132465 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7315576.500000 Penalty: 2243.558594
	Iteration 21Q: 3 clusters Score -7315576 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132513 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7315604.500000 Penalty: 2243.558594
	Iteration 22Q: 3 clusters Score -7315604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132545 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7315614.000000 Penalty: 2243.558594
	Iteration 23Q: 3 clusters Score -7315614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132567 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7315604.500000 Penalty: 2243.558594
	Iteration 24Q: 3 clusters Score -7315604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132592 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7315618.000000 Penalty: 2243.558594
	Iteration 25Q: 3 clusters Score -7315618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132607 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7315615.500000 Penalty: 2243.558594
	Iteration 26Q: 3 clusters Score -7315616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132622 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7315615.500000 Penalty: 2243.558594
	Iteration 27Q: 3 clusters Score -7315616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132644 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7315624.500000 Penalty: 2243.558594
	Iteration 28Q: 3 clusters Score -7315624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132661 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7315636.000000 Penalty: 2243.558594
	Iteration 29Q: 3 clusters Score -7315636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132678 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7315646.500000 Penalty: 2243.558594
	Iteration 30Q: 3 clusters Score -7315646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132698 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7315655.000000 Penalty: 2243.558594
	Iteration 31Q: 3 clusters Score -7315655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132706 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7315657.500000 Penalty: 2243.558594
	Iteration 32Q: 3 clusters Score -7315658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132720 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7315659.000000 Penalty: 2243.558594
	Iteration 33Q: 3 clusters Score -7315659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132731 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7315650.000000 Penalty: 2243.558594
	Iteration 34Q: 3 clusters Score -7315650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132743 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7315645.000000 Penalty: 2243.558594
	Iteration 35Q: 3 clusters Score -7315645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132747 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7315649.500000 Penalty: 2243.558594
	Iteration 36Q: 3 clusters Score -7315650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132750 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7315652.000000 Penalty: 2243.558594
	Iteration 37Q: 3 clusters Score -7315652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132754 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7315646.000000 Penalty: 2243.558594
	Iteration 38Q: 3 clusters Score -7315646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7315648.000000 Penalty: 2243.558594
	Iteration 39Q: 3 clusters Score -7315648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132764 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7315647.500000 Penalty: 2243.558594
	Iteration 40F: 3 clusters Score -7315648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132764 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7315651.000000 Penalty: 2243.558594
	Iteration 41Q: 3 clusters Score -7315651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132765 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7315647.500000 Penalty: 2243.558594
	Iteration 42Q: 3 clusters Score -7315648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132767 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7315646.000000 Penalty: 2243.558594
	Iteration 43Q: 3 clusters Score -7315646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132770 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7315645.000000 Penalty: 2243.558594
	Iteration 44Q: 3 clusters Score -7315645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132771 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7315643.500000 Penalty: 2243.558594
	Iteration 45Q: 3 clusters Score -7315644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132772 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7315638.500000 Penalty: 2243.558594
	Iteration 46Q: 3 clusters Score -7315638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132772 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7315638.500000 Penalty: 2243.558594
	Iteration 47F: 3 clusters Score -7315638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 11688 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 132772 members 
Mstep: Class 12 contains 75058 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 23575 members 
Mstep: Class 17 contains 14419 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 287257 members 
Mstep: Class 20 contains 34095 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 28514 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 1578 members 
Entering Unmasked Estep 
Score: -38631712.000000 Penalty: 34655.218750
Splitting cluster 11 changes total score from -38631356.000000 to -38631712.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (75058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Entering Unmasked Estep 
Score: -4071579.500000 Penalty: 1066.471558
	Iteration 0F: 2 clusters Score -4071580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -4021488.250000 Penalty: 2132.943115
	Iteration 0F: 3 clusters Score -4021488 nChanged 36016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -4042665.750000 Penalty: 2132.943115
	Iteration 1F: 3 clusters Score -4042666 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -4043833.500000 Penalty: 2132.943115
	Iteration 2Q: 3 clusters Score -4043834 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -4046020.000000 Penalty: 2132.943115
	Iteration 3F: 3 clusters Score -4046020 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -4049648.000000 Penalty: 2132.943115
	Iteration 4F: 3 clusters Score -4049648 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -4054496.500000 Penalty: 2132.943115
	Iteration 5F: 3 clusters Score -4054496 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -4059538.250000 Penalty: 2132.943115
	Iteration 6F: 3 clusters Score -4059538 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -4063727.250000 Penalty: 2132.943115
	Iteration 7F: 3 clusters Score -4063727 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -4066533.750000 Penalty: 2132.943115
	Iteration 8Q: 3 clusters Score -4066534 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -4068392.000000 Penalty: 2132.943115
	Iteration 9Q: 3 clusters Score -4068392 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -4069543.250000 Penalty: 2132.943115
	Iteration 10Q: 3 clusters Score -4069543 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -4070111.000000 Penalty: 2132.943115
	Iteration 11Q: 3 clusters Score -4070111 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -4070365.500000 Penalty: 2132.943115
	Iteration 12Q: 3 clusters Score -4070366 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -4070481.500000 Penalty: 2132.943115
	Iteration 13Q: 3 clusters Score -4070482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -4070554.000000 Penalty: 2132.943115
	Iteration 14Q: 3 clusters Score -4070554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -4070578.500000 Penalty: 2132.943115
	Iteration 15Q: 3 clusters Score -4070578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -4070601.000000 Penalty: 2132.943115
	Iteration 16Q: 3 clusters Score -4070601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
Score: -4070609.500000 Penalty: 2132.943115
	Iteration 17Q: 3 clusters Score -4070610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -4070615.000000 Penalty: 2132.943115
	Iteration 18Q: 3 clusters Score -4070615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -4070617.000000 Penalty: 2132.943115
	Iteration 19Q: 3 clusters Score -4070617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -4070623.250000 Penalty: 2132.943115
	Iteration 20F: 3 clusters Score -4070623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -4070629.500000 Penalty: 2132.943115
	Iteration 21Q: 3 clusters Score -4070630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -4070626.750000 Penalty: 2132.943115
	Iteration 22Q: 3 clusters Score -4070627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -4070627.500000 Penalty: 2132.943115
	Iteration 23Q: 3 clusters Score -4070628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -4070629.500000 Penalty: 2132.943115
	Iteration 24Q: 3 clusters Score -4070630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -4070629.500000 Penalty: 2132.943115
	Iteration 25F: 3 clusters Score -4070630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Entering Unmasked Estep 
Score: -137243.953125 Penalty: 755.331177
	Iteration 0F: 2 clusters Score -137244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -135120.921875 Penalty: 1510.662354
	Iteration 0F: 3 clusters Score -135120.9 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -135873.468750 Penalty: 1510.662354
	Iteration 1F: 3 clusters Score -135873.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -136163.203125 Penalty: 1510.662354
	Iteration 2F: 3 clusters Score -136163.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -136383.546875 Penalty: 1510.662354
	Iteration 3F: 3 clusters Score -136383.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -136572.281250 Penalty: 1510.662354
	Iteration 4F: 3 clusters Score -136572.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136710.906250 Penalty: 1510.662354
	Iteration 5F: 3 clusters Score -136710.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -136790.421875 Penalty: 1510.662354
	Iteration 6Q: 3 clusters Score -136790.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -136826.359375 Penalty: 1510.662354
	Iteration 7Q: 3 clusters Score -136826.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136845.343750 Penalty: 1510.662354
	Iteration 8Q: 3 clusters Score -136845.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -136861.921875 Penalty: 1510.662354
	Iteration 9Q: 3 clusters Score -136861.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136873.437500 Penalty: 1510.662354
	Iteration 10Q: 3 clusters Score -136873.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136883.796875 Penalty: 1510.662354
	Iteration 11Q: 3 clusters Score -136883.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136888.250000 Penalty: 1510.662354
	Iteration 12Q: 3 clusters Score -136888.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -136893.250000 Penalty: 1510.662354
	Iteration 13Q: 3 clusters Score -136893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136897.343750 Penalty: 1510.662354
	Iteration 14Q: 3 clusters Score -136897.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136900.484375 Penalty: 1510.662354
	Iteration 15Q: 3 clusters Score -136900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136902.546875 Penalty: 1510.662354
	Iteration 16Q: 3 clusters Score -136902.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -136905.937500 Penalty: 1510.662354
	Iteration 17Q: 3 clusters Score -136905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136909.156250 Penalty: 1510.662354
	Iteration 18Q: 3 clusters Score -136909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136913.484375 Penalty: 1510.662354
	Iteration 19Q: 3 clusters Score -136913.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -136917.781250 Penalty: 1510.662354
	Iteration 20F: 3 clusters Score -136917.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -136920.843750 Penalty: 1510.662354
	Iteration 21Q: 3 clusters Score -136920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -136922.921875 Penalty: 1510.662354
	Iteration 22Q: 3 clusters Score -136922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -136925.312500 Penalty: 1510.662354
	Iteration 23Q: 3 clusters Score -136925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -136927.734375 Penalty: 1510.662354
	Iteration 24Q: 3 clusters Score -136927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -136928.609375 Penalty: 1510.662354
	Iteration 25Q: 3 clusters Score -136928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -136928.953125 Penalty: 1510.662354
	Iteration 26Q: 3 clusters Score -136929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -136929.359375 Penalty: 1510.662354
	Iteration 27Q: 3 clusters Score -136929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -136929.359375 Penalty: 1510.662354
	Iteration 28F: 3 clusters Score -136929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -180499.781250 Penalty: 767.298462
	Iteration 0F: 2 clusters Score -180499.8 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 1615 members 
Entering Unmasked Estep 
Score: -178016.765625 Penalty: 1534.596924
	Iteration 0F: 3 clusters Score -178016.8 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -178834.390625 Penalty: 1534.596924
	Iteration 1F: 3 clusters Score -178834.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -178944.921875 Penalty: 1534.596924
	Iteration 2F: 3 clusters Score -178944.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -179035.343750 Penalty: 1534.596924
	Iteration 3F: 3 clusters Score -179035.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -179109.296875 Penalty: 1534.596924
	Iteration 4Q: 3 clusters Score -179109.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -179191.578125 Penalty: 1534.596924
	Iteration 5Q: 3 clusters Score -179191.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -179261.812500 Penalty: 1534.596924
	Iteration 6Q: 3 clusters Score -179261.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -179325.093750 Penalty: 1534.596924
	Iteration 7Q: 3 clusters Score -179325.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -179402.796875 Penalty: 1534.596924
	Iteration 8Q: 3 clusters Score -179402.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -179495.515625 Penalty: 1534.596924
	Iteration 9Q: 3 clusters Score -179495.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -179587.828125 Penalty: 1534.596924
	Iteration 10Q: 3 clusters Score -179587.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -179647.406250 Penalty: 1534.596924
	Iteration 11Q: 3 clusters Score -179647.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -179692.343750 Penalty: 1534.596924
	Iteration 12Q: 3 clusters Score -179692.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -179739.390625 Penalty: 1534.596924
	Iteration 13Q: 3 clusters Score -179739.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -179789.484375 Penalty: 1534.596924
	Iteration 14Q: 3 clusters Score -179789.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -179824.078125 Penalty: 1534.596924
	Iteration 15Q: 3 clusters Score -179824.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -179854.703125 Penalty: 1534.596924
	Iteration 16Q: 3 clusters Score -179854.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -179889.718750 Penalty: 1534.596924
	Iteration 17Q: 3 clusters Score -179889.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -179926.609375 Penalty: 1534.596924
	Iteration 18Q: 3 clusters Score -179926.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -179951.578125 Penalty: 1534.596924
	Iteration 19Q: 3 clusters Score -179951.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -179975.015625 Penalty: 1534.596924
	Iteration 20F: 3 clusters Score -179975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -179999.687500 Penalty: 1534.596924
	Iteration 21Q: 3 clusters Score -179999.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -180016.484375 Penalty: 1534.596924
	Iteration 22Q: 3 clusters Score -180016.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -180033.515625 Penalty: 1534.596924
	Iteration 23Q: 3 clusters Score -180033.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -180052.031250 Penalty: 1534.596924
	Iteration 24Q: 3 clusters Score -180052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -180062.890625 Penalty: 1534.596924
	Iteration 25Q: 3 clusters Score -180062.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -180071.500000 Penalty: 1534.596924
	Iteration 26Q: 3 clusters Score -180071.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -180082.343750 Penalty: 1534.596924
	Iteration 27Q: 3 clusters Score -180082.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -180088.359375 Penalty: 1534.596924
	Iteration 28Q: 3 clusters Score -180088.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -180091.375000 Penalty: 1534.596924
	Iteration 29Q: 3 clusters Score -180091.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -180093.031250 Penalty: 1534.596924
	Iteration 30Q: 3 clusters Score -180093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -180094.109375 Penalty: 1534.596924
	Iteration 31Q: 3 clusters Score -180094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -180095.921875 Penalty: 1534.596924
	Iteration 32Q: 3 clusters Score -180095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -180097.921875 Penalty: 1534.596924
	Iteration 33Q: 3 clusters Score -180097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -180100.031250 Penalty: 1534.596924
	Iteration 34Q: 3 clusters Score -180100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -180100.812500 Penalty: 1534.596924
	Iteration 35Q: 3 clusters Score -180100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -180101.406250 Penalty: 1534.596924
	Iteration 36Q: 3 clusters Score -180101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -180101.546875 Penalty: 1534.596924
	Iteration 37Q: 3 clusters Score -180101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -180101.546875 Penalty: 1534.596924
	Iteration 38F: 3 clusters Score -180101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -99452.882812 Penalty: 736.716492
	Iteration 0F: 2 clusters Score -99452.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -97601.093750 Penalty: 1473.432983
	Iteration 0F: 3 clusters Score -97601.09 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -98191.960938 Penalty: 1473.432983
	Iteration 1F: 3 clusters Score -98191.96 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -98388.937500 Penalty: 1473.432983
	Iteration 2F: 3 clusters Score -98388.94 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -98589.992188 Penalty: 1473.432983
	Iteration 3F: 3 clusters Score -98589.99 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -98712.304688 Penalty: 1473.432983
	Iteration 4F: 3 clusters Score -98712.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -98805.210938 Penalty: 1473.432983
	Iteration 5F: 3 clusters Score -98805.21 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -98889.359375 Penalty: 1473.432983
	Iteration 6Q: 3 clusters Score -98889.36 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -98964.359375 Penalty: 1473.432983
	Iteration 7Q: 3 clusters Score -98964.36 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -99018.875000 Penalty: 1473.432983
	Iteration 8Q: 3 clusters Score -99018.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -99079.617188 Penalty: 1473.432983
	Iteration 9Q: 3 clusters Score -99079.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -99114.062500 Penalty: 1473.432983
	Iteration 10Q: 3 clusters Score -99114.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -99144.656250 Penalty: 1473.432983
	Iteration 11Q: 3 clusters Score -99144.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -99180.570312 Penalty: 1473.432983
	Iteration 12Q: 3 clusters Score -99180.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -99205.703125 Penalty: 1473.432983
	Iteration 13Q: 3 clusters Score -99205.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -99222.585938 Penalty: 1473.432983
	Iteration 14Q: 3 clusters Score -99222.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -99234.757812 Penalty: 1473.432983
	Iteration 15Q: 3 clusters Score -99234.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -99238.929688 Penalty: 1473.432983
	Iteration 16Q: 3 clusters Score -99238.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -99240.210938 Penalty: 1473.432983
	Iteration 17Q: 3 clusters Score -99240.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -99240.351562 Penalty: 1473.432983
	Iteration 18Q: 3 clusters Score -99240.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -99240.328125 Penalty: 1473.432983
	Iteration 19Q: 3 clusters Score -99240.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -99240.328125 Penalty: 1473.432983
	Iteration 20F: 3 clusters Score -99240.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Entering Unmasked Estep 
Score: -1277056.750000 Penalty: 956.454468
	Iteration 0F: 2 clusters Score -1277057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1261182.875000 Penalty: 1912.908936
	Iteration 0F: 3 clusters Score -1261183 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1267443.500000 Penalty: 1912.908936
	Iteration 1F: 3 clusters Score -1267444 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1267840.000000 Penalty: 1912.908936
	Iteration 2Q: 3 clusters Score -1267840 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1268359.500000 Penalty: 1912.908936
	Iteration 3F: 3 clusters Score -1268360 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1268999.625000 Penalty: 1912.908936
	Iteration 4F: 3 clusters Score -1269000 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1269809.125000 Penalty: 1912.908936
	Iteration 5F: 3 clusters Score -1269809 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1270876.375000 Penalty: 1912.908936
	Iteration 6F: 3 clusters Score -1270876 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1272161.750000 Penalty: 1912.908936
	Iteration 7F: 3 clusters Score -1272162 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1273410.750000 Penalty: 1912.908936
	Iteration 8F: 3 clusters Score -1273411 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1274520.500000 Penalty: 1912.908936
	Iteration 9F: 3 clusters Score -1274520 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1275300.125000 Penalty: 1912.908936
	Iteration 10Q: 3 clusters Score -1275300 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1275740.250000 Penalty: 1912.908936
	Iteration 11Q: 3 clusters Score -1275740 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1275961.500000 Penalty: 1912.908936
	Iteration 12Q: 3 clusters Score -1275962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1276034.875000 Penalty: 1912.908936
	Iteration 13Q: 3 clusters Score -1276035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1276085.625000 Penalty: 1912.908936
	Iteration 14Q: 3 clusters Score -1276086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1276130.875000 Penalty: 1912.908936
	Iteration 15Q: 3 clusters Score -1276131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1276164.000000 Penalty: 1912.908936
	Iteration 16Q: 3 clusters Score -1276164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1276185.375000 Penalty: 1912.908936
	Iteration 17Q: 3 clusters Score -1276185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1276201.625000 Penalty: 1912.908936
	Iteration 18Q: 3 clusters Score -1276202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1276213.250000 Penalty: 1912.908936
	Iteration 19Q: 3 clusters Score -1276213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1276225.625000 Penalty: 1912.908936
	Iteration 20F: 3 clusters Score -1276226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1276228.375000 Penalty: 1912.908936
	Iteration 21Q: 3 clusters Score -1276228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1276234.375000 Penalty: 1912.908936
	Iteration 22Q: 3 clusters Score -1276234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1276238.625000 Penalty: 1912.908936
	Iteration 23Q: 3 clusters Score -1276239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1276241.625000 Penalty: 1912.908936
	Iteration 24Q: 3 clusters Score -1276242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1276241.750000 Penalty: 1912.908936
	Iteration 25Q: 3 clusters Score -1276242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1276241.750000 Penalty: 1912.908936
	Iteration 26F: 3 clusters Score -1276242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Entering Unmasked Estep 
Score: -828248.437500 Penalty: 909.748718
	Iteration 0F: 2 clusters Score -828248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -818646.125000 Penalty: 1819.497437
	Iteration 0F: 3 clusters Score -818646.1 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -822213.625000 Penalty: 1819.497437
	Iteration 1F: 3 clusters Score -822213.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -822519.875000 Penalty: 1819.497437
	Iteration 2F: 3 clusters Score -822519.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -822837.375000 Penalty: 1819.497437
	Iteration 3F: 3 clusters Score -822837.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -823184.312500 Penalty: 1819.497437
	Iteration 4F: 3 clusters Score -823184.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -823503.187500 Penalty: 1819.497437
	Iteration 5F: 3 clusters Score -823503.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -823755.250000 Penalty: 1819.497437
	Iteration 6Q: 3 clusters Score -823755.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -823982.250000 Penalty: 1819.497437
	Iteration 7Q: 3 clusters Score -823982.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -824200.937500 Penalty: 1819.497437
	Iteration 8Q: 3 clusters Score -824200.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -824431.000000 Penalty: 1819.497437
	Iteration 9Q: 3 clusters Score -824431 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -824714.625000 Penalty: 1819.497437
	Iteration 10Q: 3 clusters Score -824714.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -825060.500000 Penalty: 1819.497437
	Iteration 11Q: 3 clusters Score -825060.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -825484.625000 Penalty: 1819.497437
	Iteration 12Q: 3 clusters Score -825484.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -825950.000000 Penalty: 1819.497437
	Iteration 13Q: 3 clusters Score -825950 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -826417.312500 Penalty: 1819.497437
	Iteration 14Q: 3 clusters Score -826417.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -826805.750000 Penalty: 1819.497437
	Iteration 15Q: 3 clusters Score -826805.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -827096.875000 Penalty: 1819.497437
	Iteration 16Q: 3 clusters Score -827096.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -827230.875000 Penalty: 1819.497437
	Iteration 17Q: 3 clusters Score -827230.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -827315.625000 Penalty: 1819.497437
	Iteration 18Q: 3 clusters Score -827315.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -827380.437500 Penalty: 1819.497437
	Iteration 19Q: 3 clusters Score -827380.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -827404.937500 Penalty: 1819.497437
	Iteration 20F: 3 clusters Score -827404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -827416.500000 Penalty: 1819.497437
	Iteration 21Q: 3 clusters Score -827416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -827420.937500 Penalty: 1819.497437
	Iteration 22Q: 3 clusters Score -827420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -827428.000000 Penalty: 1819.497437
	Iteration 23Q: 3 clusters Score -827428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -827430.250000 Penalty: 1819.497437
	Iteration 24Q: 3 clusters Score -827430.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -827430.250000 Penalty: 1819.497437
	Iteration 25F: 3 clusters Score -827430.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -239752.062500 Penalty: 797.355530
	Iteration 0F: 2 clusters Score -239752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -236564.140625 Penalty: 1594.711060
	Iteration 0F: 3 clusters Score -236564.1 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -237595.812500 Penalty: 1594.711060
	Iteration 1F: 3 clusters Score -237595.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -237779.203125 Penalty: 1594.711060
	Iteration 2F: 3 clusters Score -237779.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -237899.421875 Penalty: 1594.711060
	Iteration 3F: 3 clusters Score -237899.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -237983.843750 Penalty: 1594.711060
	Iteration 4Q: 3 clusters Score -237983.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -238041.218750 Penalty: 1594.711060
	Iteration 5Q: 3 clusters Score -238041.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -238091.531250 Penalty: 1594.711060
	Iteration 6Q: 3 clusters Score -238091.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -238134.125000 Penalty: 1594.711060
	Iteration 7Q: 3 clusters Score -238134.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -238188.671875 Penalty: 1594.711060
	Iteration 8Q: 3 clusters Score -238188.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -238266.953125 Penalty: 1594.711060
	Iteration 9Q: 3 clusters Score -238267 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -238369.015625 Penalty: 1594.711060
	Iteration 10Q: 3 clusters Score -238369 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -238462.578125 Penalty: 1594.711060
	Iteration 11Q: 3 clusters Score -238462.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -238558.953125 Penalty: 1594.711060
	Iteration 12Q: 3 clusters Score -238559 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -238668.890625 Penalty: 1594.711060
	Iteration 13Q: 3 clusters Score -238668.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -238768.968750 Penalty: 1594.711060
	Iteration 14Q: 3 clusters Score -238769 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -238847.375000 Penalty: 1594.711060
	Iteration 15Q: 3 clusters Score -238847.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -238903.484375 Penalty: 1594.711060
	Iteration 16Q: 3 clusters Score -238903.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -238947.750000 Penalty: 1594.711060
	Iteration 17Q: 3 clusters Score -238947.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -238982.468750 Penalty: 1594.711060
	Iteration 18Q: 3 clusters Score -238982.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -239005.265625 Penalty: 1594.711060
	Iteration 19Q: 3 clusters Score -239005.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -239020.453125 Penalty: 1594.711060
	Iteration 20F: 3 clusters Score -239020.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -239031.000000 Penalty: 1594.711060
	Iteration 21Q: 3 clusters Score -239031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -239037.375000 Penalty: 1594.711060
	Iteration 22Q: 3 clusters Score -239037.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -239044.375000 Penalty: 1594.711060
	Iteration 23Q: 3 clusters Score -239044.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -239051.125000 Penalty: 1594.711060
	Iteration 24Q: 3 clusters Score -239051.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -239057.937500 Penalty: 1594.711060
	Iteration 25Q: 3 clusters Score -239057.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -239069.500000 Penalty: 1594.711060
	Iteration 26Q: 3 clusters Score -239069.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -239076.500000 Penalty: 1594.711060
	Iteration 27Q: 3 clusters Score -239076.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -239083.109375 Penalty: 1594.711060
	Iteration 28Q: 3 clusters Score -239083.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -239089.890625 Penalty: 1594.711060
	Iteration 29Q: 3 clusters Score -239089.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -239094.312500 Penalty: 1594.711060
	Iteration 30Q: 3 clusters Score -239094.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -239097.343750 Penalty: 1594.711060
	Iteration 31Q: 3 clusters Score -239097.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -239101.687500 Penalty: 1594.711060
	Iteration 32Q: 3 clusters Score -239101.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -239105.187500 Penalty: 1594.711060
	Iteration 33Q: 3 clusters Score -239105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -239106.390625 Penalty: 1594.711060
	Iteration 34Q: 3 clusters Score -239106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -239106.828125 Penalty: 1594.711060
	Iteration 35Q: 3 clusters Score -239106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -239107.703125 Penalty: 1594.711060
	Iteration 36Q: 3 clusters Score -239107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -239107.359375 Penalty: 1594.711060
	Iteration 37Q: 3 clusters Score -239107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -239107.781250 Penalty: 1594.711060
	Iteration 38Q: 3 clusters Score -239107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -239108.765625 Penalty: 1594.711060
	Iteration 39Q: 3 clusters Score -239108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -239109.281250 Penalty: 1594.711060
	Iteration 40F: 3 clusters Score -239109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -239109.906250 Penalty: 1594.711060
	Iteration 41Q: 3 clusters Score -239109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -239110.484375 Penalty: 1594.711060
	Iteration 42Q: 3 clusters Score -239110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -239110.671875 Penalty: 1594.711060
	Iteration 43Q: 3 clusters Score -239110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239111.765625 Penalty: 1594.711060
	Iteration 44Q: 3 clusters Score -239111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -239113.140625 Penalty: 1594.711060
	Iteration 45Q: 3 clusters Score -239113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -239114.968750 Penalty: 1594.711060
	Iteration 46Q: 3 clusters Score -239115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -239116.859375 Penalty: 1594.711060
	Iteration 47Q: 3 clusters Score -239116.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -239120.078125 Penalty: 1594.711060
	Iteration 48Q: 3 clusters Score -239120.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -239127.343750 Penalty: 1594.711060
	Iteration 49Q: 3 clusters Score -239127.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -239133.796875 Penalty: 1594.711060
	Iteration 50Q: 3 clusters Score -239133.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -239140.375000 Penalty: 1594.711060
	Iteration 51Q: 3 clusters Score -239140.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -239144.046875 Penalty: 1594.711060
	Iteration 52Q: 3 clusters Score -239144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -239147.187500 Penalty: 1594.711060
	Iteration 53Q: 3 clusters Score -239147.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -239152.921875 Penalty: 1594.711060
	Iteration 54Q: 3 clusters Score -239152.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -239155.859375 Penalty: 1594.711060
	Iteration 55Q: 3 clusters Score -239155.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -239158.734375 Penalty: 1594.711060
	Iteration 56Q: 3 clusters Score -239158.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -239164.812500 Penalty: 1594.711060
	Iteration 57Q: 3 clusters Score -239164.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -239170.734375 Penalty: 1594.711060
	Iteration 58Q: 3 clusters Score -239170.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -239173.203125 Penalty: 1594.711060
	Iteration 59Q: 3 clusters Score -239173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -239177.093750 Penalty: 1594.711060
	Iteration 60F: 3 clusters Score -239177.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -239179.718750 Penalty: 1594.711060
	Iteration 61Q: 3 clusters Score -239179.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -239182.328125 Penalty: 1594.711060
	Iteration 62Q: 3 clusters Score -239182.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -239183.609375 Penalty: 1594.711060
	Iteration 63Q: 3 clusters Score -239183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -239185.093750 Penalty: 1594.711060
	Iteration 64Q: 3 clusters Score -239185.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -239186.093750 Penalty: 1594.711060
	Iteration 65Q: 3 clusters Score -239186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -239186.609375 Penalty: 1594.711060
	Iteration 66Q: 3 clusters Score -239186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -239187.671875 Penalty: 1594.711060
	Iteration 67Q: 3 clusters Score -239187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -239188.328125 Penalty: 1594.711060
	Iteration 68Q: 3 clusters Score -239188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -239188.906250 Penalty: 1594.711060
	Iteration 69Q: 3 clusters Score -239188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -239190.125000 Penalty: 1594.711060
	Iteration 70Q: 3 clusters Score -239190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -239191.046875 Penalty: 1594.711060
	Iteration 71Q: 3 clusters Score -239191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -239191.531250 Penalty: 1594.711060
	Iteration 72Q: 3 clusters Score -239191.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -239192.781250 Penalty: 1594.711060
	Iteration 73Q: 3 clusters Score -239192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -239192.593750 Penalty: 1594.711060
	Iteration 74Q: 3 clusters Score -239192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -239192.593750 Penalty: 1594.711060
	Iteration 75F: 3 clusters Score -239192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (287257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287257 members 
Entering Unmasked Estep 
Score: -15668211.000000 Penalty: 1193.972534
	Iteration 0F: 2 clusters Score -1.566821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143662 members 
Mstep: Class 2 contains 143595 members 
Entering Unmasked Estep 
Score: -15476789.000000 Penalty: 2387.945068
	Iteration 0F: 3 clusters Score -1.547679e+07 nChanged 141494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139376 members 
Mstep: Class 2 contains 147881 members 
Entering Unmasked Estep 
Score: -15562478.000000 Penalty: 2387.945068
	Iteration 1F: 3 clusters Score -1.556248e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135600 members 
Mstep: Class 2 contains 151657 members 
Entering Unmasked Estep 
Score: -15565574.000000 Penalty: 2387.945068
	Iteration 2Q: 3 clusters Score -1.556557e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 157330 members 
Entering Unmasked Estep 
Score: -15570342.000000 Penalty: 2387.945068
	Iteration 3Q: 3 clusters Score -1.557034e+07 nChanged 15122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121955 members 
Mstep: Class 2 contains 165302 members 
Entering Unmasked Estep 
Score: -15576569.000000 Penalty: 2387.945068
	Iteration 4F: 3 clusters Score -1.557657e+07 nChanged 16511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111912 members 
Mstep: Class 2 contains 175345 members 
Entering Unmasked Estep 
Score: -15583894.000000 Penalty: 2387.945068
	Iteration 5F: 3 clusters Score -1.558389e+07 nChanged 17449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 187682 members 
Entering Unmasked Estep 
Score: -15592878.000000 Penalty: 2387.945068
	Iteration 6F: 3 clusters Score -1.559288e+07 nChanged 17798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 202204 members 
Entering Unmasked Estep 
Score: -15602977.000000 Penalty: 2387.945068
	Iteration 7F: 3 clusters Score -1.560298e+07 nChanged 17328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 218084 members 
Entering Unmasked Estep 
Score: -15613586.000000 Penalty: 2387.945068
	Iteration 8F: 3 clusters Score -1.561359e+07 nChanged 16721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 234425 members 
Entering Unmasked Estep 
Score: -15624750.000000 Penalty: 2387.945068
	Iteration 9F: 3 clusters Score -1.562475e+07 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 249997 members 
Entering Unmasked Estep 
Score: -15636184.000000 Penalty: 2387.945068
	Iteration 10F: 3 clusters Score -1.563618e+07 nChanged 13467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 263464 members 
Entering Unmasked Estep 
Score: -15646589.000000 Penalty: 2387.945068
	Iteration 11Q: 3 clusters Score -1.564659e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 273857 members 
Entering Unmasked Estep 
Score: -15655532.000000 Penalty: 2387.945068
	Iteration 12Q: 3 clusters Score -1.565553e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 280736 members 
Entering Unmasked Estep 
Score: -15661834.000000 Penalty: 2387.945068
	Iteration 13Q: 3 clusters Score -1.566183e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 284353 members 
Entering Unmasked Estep 
Score: -15665101.000000 Penalty: 2387.945068
	Iteration 14Q: 3 clusters Score -1.56651e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 285773 members 
Entering Unmasked Estep 
Score: -15666389.000000 Penalty: 2387.945068
	Iteration 15Q: 3 clusters Score -1.566639e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 286224 members 
Entering Unmasked Estep 
Score: -15667113.000000 Penalty: 2387.945068
	Iteration 16Q: 3 clusters Score -1.566711e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 286315 members 
Entering Unmasked Estep 
Score: -15667354.000000 Penalty: 2387.945068
	Iteration 17Q: 3 clusters Score -1.566735e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 286334 members 
Entering Unmasked Estep 
Score: -15667479.000000 Penalty: 2387.945068
	Iteration 18Q: 3 clusters Score -1.566748e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 286338 members 
Entering Unmasked Estep 
Score: -15667533.000000 Penalty: 2387.945068
	Iteration 19Q: 3 clusters Score -1.566753e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 286334 members 
Entering Unmasked Estep 
Score: -15667570.000000 Penalty: 2387.945068
	Iteration 20F: 3 clusters Score -1.566757e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 286329 members 
Entering Unmasked Estep 
Score: -15667597.000000 Penalty: 2387.945068
	Iteration 21Q: 3 clusters Score -1.56676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 286323 members 
Entering Unmasked Estep 
Score: -15667621.000000 Penalty: 2387.945068
	Iteration 22Q: 3 clusters Score -1.566762e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 286325 members 
Entering Unmasked Estep 
Score: -15667646.000000 Penalty: 2387.945068
	Iteration 23Q: 3 clusters Score -1.566765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 286319 members 
Entering Unmasked Estep 
Score: -15667632.000000 Penalty: 2387.945068
	Iteration 24Q: 3 clusters Score -1.566763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 286315 members 
Entering Unmasked Estep 
Score: -15667637.000000 Penalty: 2387.945068
	Iteration 25Q: 3 clusters Score -1.566764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 286314 members 
Entering Unmasked Estep 
Score: -15667645.000000 Penalty: 2387.945068
	Iteration 26Q: 3 clusters Score -1.566764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 286314 members 
Entering Unmasked Estep 
Score: -15667652.000000 Penalty: 2387.945068
	Iteration 27Q: 3 clusters Score -1.566765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 286316 members 
Entering Unmasked Estep 
Score: -15667642.000000 Penalty: 2387.945068
	Iteration 28Q: 3 clusters Score -1.566764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 286313 members 
Entering Unmasked Estep 
Score: -15667653.000000 Penalty: 2387.945068
	Iteration 29Q: 3 clusters Score -1.566765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 286308 members 
Entering Unmasked Estep 
Score: -15667642.000000 Penalty: 2387.945068
	Iteration 30Q: 3 clusters Score -1.566764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 286308 members 
Entering Unmasked Estep 
Score: -15667642.000000 Penalty: 2387.945068
	Iteration 31Q: 3 clusters Score -1.566764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 286308 members 
Entering Unmasked Estep 
Score: -15667647.000000 Penalty: 2387.945068
	Iteration 32Q: 3 clusters Score -1.566765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 286311 members 
Entering Unmasked Estep 
Score: -15667649.000000 Penalty: 2387.945068
	Iteration 33Q: 3 clusters Score -1.566765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 286313 members 
Entering Unmasked Estep 
Score: -15667643.000000 Penalty: 2387.945068
	Iteration 34Q: 3 clusters Score -1.566764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 286312 members 
Entering Unmasked Estep 
Score: -15667647.000000 Penalty: 2387.945068
	Iteration 35Q: 3 clusters Score -1.566765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 286312 members 
Entering Unmasked Estep 
Score: -15667650.000000 Penalty: 2387.945068
	Iteration 36Q: 3 clusters Score -1.566765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 286315 members 
Entering Unmasked Estep 
Score: -15667640.000000 Penalty: 2387.945068
	Iteration 37Q: 3 clusters Score -1.566764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 286318 members 
Entering Unmasked Estep 
Score: -15667660.000000 Penalty: 2387.945068
	Iteration 38Q: 3 clusters Score -1.566766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 286318 members 
Entering Unmasked Estep 
Score: -15667653.000000 Penalty: 2387.945068
	Iteration 39Q: 3 clusters Score -1.566765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 286319 members 
Entering Unmasked Estep 
Score: -15667644.000000 Penalty: 2387.945068
	Iteration 40F: 3 clusters Score -1.566764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 286319 members 
Entering Unmasked Estep 
Score: -15667635.000000 Penalty: 2387.945068
	Iteration 41Q: 3 clusters Score -1.566764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 286319 members 
Entering Unmasked Estep 
Score: -15667645.000000 Penalty: 2387.945068
	Iteration 42Q: 3 clusters Score -1.566764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 286319 members 
Entering Unmasked Estep 
Score: -15667645.000000 Penalty: 2387.945068
	Iteration 43F: 3 clusters Score -1.566764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Entering Unmasked Estep 
Score: -1963624.625000 Penalty: 991.506042
	Iteration 0F: 2 clusters Score -1963625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1940714.000000 Penalty: 1983.012085
	Iteration 0F: 3 clusters Score -1940714 nChanged 16188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1950379.125000 Penalty: 1983.012085
	Iteration 1F: 3 clusters Score -1950379 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1950991.250000 Penalty: 1983.012085
	Iteration 2Q: 3 clusters Score -1950991 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1951811.000000 Penalty: 1983.012085
	Iteration 3F: 3 clusters Score -1951811 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1952860.625000 Penalty: 1983.012085
	Iteration 4F: 3 clusters Score -1952861 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1954028.250000 Penalty: 1983.012085
	Iteration 5F: 3 clusters Score -1954028 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1955186.125000 Penalty: 1983.012085
	Iteration 6F: 3 clusters Score -1955186 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1956067.500000 Penalty: 1983.012085
	Iteration 7F: 3 clusters Score -1956068 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1956676.875000 Penalty: 1983.012085
	Iteration 8Q: 3 clusters Score -1956677 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -1957010.500000 Penalty: 1983.012085
	Iteration 9Q: 3 clusters Score -1957010 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1957231.125000 Penalty: 1983.012085
	Iteration 10Q: 3 clusters Score -1957231 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1957330.000000 Penalty: 1983.012085
	Iteration 11Q: 3 clusters Score -1957330 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1957405.250000 Penalty: 1983.012085
	Iteration 12Q: 3 clusters Score -1957405 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -1957453.000000 Penalty: 1983.012085
	Iteration 13Q: 3 clusters Score -1957453 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1957481.750000 Penalty: 1983.012085
	Iteration 14Q: 3 clusters Score -1957482 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1957501.250000 Penalty: 1983.012085
	Iteration 15Q: 3 clusters Score -1957501 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1957523.000000 Penalty: 1983.012085
	Iteration 16Q: 3 clusters Score -1957523 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1957550.000000 Penalty: 1983.012085
	Iteration 17Q: 3 clusters Score -1957550 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1957573.125000 Penalty: 1983.012085
	Iteration 18Q: 3 clusters Score -1957573 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1957590.750000 Penalty: 1983.012085
	Iteration 19Q: 3 clusters Score -1957591 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1957598.375000 Penalty: 1983.012085
	Iteration 20F: 3 clusters Score -1957598 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1957637.375000 Penalty: 1983.012085
	Iteration 21Q: 3 clusters Score -1957637 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1957661.875000 Penalty: 1983.012085
	Iteration 22Q: 3 clusters Score -1957662 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1957698.625000 Penalty: 1983.012085
	Iteration 23Q: 3 clusters Score -1957699 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1957742.875000 Penalty: 1983.012085
	Iteration 24Q: 3 clusters Score -1957743 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1957824.375000 Penalty: 1983.012085
	Iteration 25Q: 3 clusters Score -1957824 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1957893.250000 Penalty: 1983.012085
	Iteration 26Q: 3 clusters Score -1957893 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1958009.750000 Penalty: 1983.012085
	Iteration 27Q: 3 clusters Score -1958010 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1958130.125000 Penalty: 1983.012085
	Iteration 28Q: 3 clusters Score -1958130 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1958287.000000 Penalty: 1983.012085
	Iteration 29Q: 3 clusters Score -1958287 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1958485.125000 Penalty: 1983.012085
	Iteration 30Q: 3 clusters Score -1958485 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1958716.625000 Penalty: 1983.012085
	Iteration 31Q: 3 clusters Score -1958717 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1958985.500000 Penalty: 1983.012085
	Iteration 32Q: 3 clusters Score -1958986 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1959319.625000 Penalty: 1983.012085
	Iteration 33Q: 3 clusters Score -1959320 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1959653.500000 Penalty: 1983.012085
	Iteration 34Q: 3 clusters Score -1959654 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1960041.750000 Penalty: 1983.012085
	Iteration 35Q: 3 clusters Score -1960042 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1960449.500000 Penalty: 1983.012085
	Iteration 36Q: 3 clusters Score -1960450 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1960864.750000 Penalty: 1983.012085
	Iteration 37Q: 3 clusters Score -1960865 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1961211.375000 Penalty: 1983.012085
	Iteration 38Q: 3 clusters Score -1961211 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1961487.500000 Penalty: 1983.012085
	Iteration 39Q: 3 clusters Score -1961488 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1961727.250000 Penalty: 1983.012085
	Iteration 40F: 3 clusters Score -1961727 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1961930.500000 Penalty: 1983.012085
	Iteration 41Q: 3 clusters Score -1961930 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1962102.625000 Penalty: 1983.012085
	Iteration 42Q: 3 clusters Score -1962103 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1962248.625000 Penalty: 1983.012085
	Iteration 43Q: 3 clusters Score -1962249 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1962368.500000 Penalty: 1983.012085
	Iteration 44Q: 3 clusters Score -1962368 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1962471.125000 Penalty: 1983.012085
	Iteration 45Q: 3 clusters Score -1962471 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1962553.750000 Penalty: 1983.012085
	Iteration 46Q: 3 clusters Score -1962554 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1962623.250000 Penalty: 1983.012085
	Iteration 47Q: 3 clusters Score -1962623 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1962683.000000 Penalty: 1983.012085
	Iteration 48Q: 3 clusters Score -1962683 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1962729.000000 Penalty: 1983.012085
	Iteration 49Q: 3 clusters Score -1962729 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1962764.750000 Penalty: 1983.012085
	Iteration 50Q: 3 clusters Score -1962765 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1962793.000000 Penalty: 1983.012085
	Iteration 51Q: 3 clusters Score -1962793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1962815.625000 Penalty: 1983.012085
	Iteration 52Q: 3 clusters Score -1962816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1962835.875000 Penalty: 1983.012085
	Iteration 53Q: 3 clusters Score -1962836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1962852.000000 Penalty: 1983.012085
	Iteration 54Q: 3 clusters Score -1962852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1962861.750000 Penalty: 1983.012085
	Iteration 55Q: 3 clusters Score -1962862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1962866.875000 Penalty: 1983.012085
	Iteration 56Q: 3 clusters Score -1962867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1962870.250000 Penalty: 1983.012085
	Iteration 57Q: 3 clusters Score -1962870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1962872.625000 Penalty: 1983.012085
	Iteration 58Q: 3 clusters Score -1962873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1962877.000000 Penalty: 1983.012085
	Iteration 59Q: 3 clusters Score -1962877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1962882.750000 Penalty: 1983.012085
	Iteration 60F: 3 clusters Score -1962883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1962886.875000 Penalty: 1983.012085
	Iteration 61Q: 3 clusters Score -1962887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1962891.000000 Penalty: 1983.012085
	Iteration 62Q: 3 clusters Score -1962891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1962895.875000 Penalty: 1983.012085
	Iteration 63Q: 3 clusters Score -1962896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1962898.750000 Penalty: 1983.012085
	Iteration 64Q: 3 clusters Score -1962899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1962902.875000 Penalty: 1983.012085
	Iteration 65Q: 3 clusters Score -1962903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1962903.375000 Penalty: 1983.012085
	Iteration 66Q: 3 clusters Score -1962903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1962903.625000 Penalty: 1983.012085
	Iteration 67Q: 3 clusters Score -1962904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1962905.625000 Penalty: 1983.012085
	Iteration 68Q: 3 clusters Score -1962906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1962905.375000 Penalty: 1983.012085
	Iteration 69Q: 3 clusters Score -1962905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1962905.375000 Penalty: 1983.012085
	Iteration 70F: 3 clusters Score -1962905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Entering Unmasked Estep 
Score: -681991.562500 Penalty: 898.196289
	Iteration 0F: 2 clusters Score -681991.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -673366.000000 Penalty: 1796.392578
	Iteration 0F: 3 clusters Score -673366 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -676655.125000 Penalty: 1796.392578
	Iteration 1F: 3 clusters Score -676655.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -676927.562500 Penalty: 1796.392578
	Iteration 2F: 3 clusters Score -676927.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -677171.625000 Penalty: 1796.392578
	Iteration 3F: 3 clusters Score -677171.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -677390.562500 Penalty: 1796.392578
	Iteration 4Q: 3 clusters Score -677390.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -677629.437500 Penalty: 1796.392578
	Iteration 5Q: 3 clusters Score -677629.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -677935.500000 Penalty: 1796.392578
	Iteration 6Q: 3 clusters Score -677935.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -678313.125000 Penalty: 1796.392578
	Iteration 7Q: 3 clusters Score -678313.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -678689.500000 Penalty: 1796.392578
	Iteration 8Q: 3 clusters Score -678689.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -678962.125000 Penalty: 1796.392578
	Iteration 9Q: 3 clusters Score -678962.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -679152.562500 Penalty: 1796.392578
	Iteration 10Q: 3 clusters Score -679152.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -679307.750000 Penalty: 1796.392578
	Iteration 11Q: 3 clusters Score -679307.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -679413.375000 Penalty: 1796.392578
	Iteration 12Q: 3 clusters Score -679413.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -679481.750000 Penalty: 1796.392578
	Iteration 13Q: 3 clusters Score -679481.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -679533.375000 Penalty: 1796.392578
	Iteration 14Q: 3 clusters Score -679533.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -679570.812500 Penalty: 1796.392578
	Iteration 15Q: 3 clusters Score -679570.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -679602.562500 Penalty: 1796.392578
	Iteration 16Q: 3 clusters Score -679602.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -679624.125000 Penalty: 1796.392578
	Iteration 17Q: 3 clusters Score -679624.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -679638.187500 Penalty: 1796.392578
	Iteration 18Q: 3 clusters Score -679638.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -679647.187500 Penalty: 1796.392578
	Iteration 19Q: 3 clusters Score -679647.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -679659.562500 Penalty: 1796.392578
	Iteration 20F: 3 clusters Score -679659.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -679667.375000 Penalty: 1796.392578
	Iteration 21Q: 3 clusters Score -679667.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -679677.750000 Penalty: 1796.392578
	Iteration 22Q: 3 clusters Score -679677.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -679684.687500 Penalty: 1796.392578
	Iteration 23Q: 3 clusters Score -679684.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -679690.250000 Penalty: 1796.392578
	Iteration 24Q: 3 clusters Score -679690.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -679698.375000 Penalty: 1796.392578
	Iteration 25Q: 3 clusters Score -679698.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -679704.312500 Penalty: 1796.392578
	Iteration 26Q: 3 clusters Score -679704.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -679713.187500 Penalty: 1796.392578
	Iteration 27Q: 3 clusters Score -679713.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -679724.687500 Penalty: 1796.392578
	Iteration 28Q: 3 clusters Score -679724.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -679732.687500 Penalty: 1796.392578
	Iteration 29Q: 3 clusters Score -679732.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -679740.750000 Penalty: 1796.392578
	Iteration 30Q: 3 clusters Score -679740.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -679747.000000 Penalty: 1796.392578
	Iteration 31Q: 3 clusters Score -679747 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -679758.625000 Penalty: 1796.392578
	Iteration 32Q: 3 clusters Score -679758.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -679766.875000 Penalty: 1796.392578
	Iteration 33Q: 3 clusters Score -679766.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -679778.750000 Penalty: 1796.392578
	Iteration 34Q: 3 clusters Score -679778.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -679791.187500 Penalty: 1796.392578
	Iteration 35Q: 3 clusters Score -679791.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -679803.437500 Penalty: 1796.392578
	Iteration 36Q: 3 clusters Score -679803.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -679822.000000 Penalty: 1796.392578
	Iteration 37Q: 3 clusters Score -679822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -679837.750000 Penalty: 1796.392578
	Iteration 38Q: 3 clusters Score -679837.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -679855.500000 Penalty: 1796.392578
	Iteration 39Q: 3 clusters Score -679855.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -679876.562500 Penalty: 1796.392578
	Iteration 40F: 3 clusters Score -679876.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -679903.625000 Penalty: 1796.392578
	Iteration 41Q: 3 clusters Score -679903.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -679938.187500 Penalty: 1796.392578
	Iteration 42Q: 3 clusters Score -679938.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -679967.562500 Penalty: 1796.392578
	Iteration 43Q: 3 clusters Score -679967.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -679992.062500 Penalty: 1796.392578
	Iteration 44Q: 3 clusters Score -679992.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -680018.562500 Penalty: 1796.392578
	Iteration 45Q: 3 clusters Score -680018.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -680057.125000 Penalty: 1796.392578
	Iteration 46Q: 3 clusters Score -680057.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -680101.812500 Penalty: 1796.392578
	Iteration 47Q: 3 clusters Score -680101.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -680161.687500 Penalty: 1796.392578
	Iteration 48Q: 3 clusters Score -680161.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -680231.375000 Penalty: 1796.392578
	Iteration 49Q: 3 clusters Score -680231.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -680298.812500 Penalty: 1796.392578
	Iteration 50Q: 3 clusters Score -680298.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -680366.812500 Penalty: 1796.392578
	Iteration 51Q: 3 clusters Score -680366.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -680443.375000 Penalty: 1796.392578
	Iteration 52Q: 3 clusters Score -680443.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -680524.937500 Penalty: 1796.392578
	Iteration 53Q: 3 clusters Score -680524.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -680609.687500 Penalty: 1796.392578
	Iteration 54Q: 3 clusters Score -680609.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -680680.187500 Penalty: 1796.392578
	Iteration 55Q: 3 clusters Score -680680.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -680737.562500 Penalty: 1796.392578
	Iteration 56Q: 3 clusters Score -680737.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -680793.187500 Penalty: 1796.392578
	Iteration 57Q: 3 clusters Score -680793.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -680838.937500 Penalty: 1796.392578
	Iteration 58Q: 3 clusters Score -680838.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -680880.500000 Penalty: 1796.392578
	Iteration 59Q: 3 clusters Score -680880.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -680920.000000 Penalty: 1796.392578
	Iteration 60F: 3 clusters Score -680920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -680949.437500 Penalty: 1796.392578
	Iteration 61Q: 3 clusters Score -680949.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -680983.375000 Penalty: 1796.392578
	Iteration 62Q: 3 clusters Score -680983.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -681008.625000 Penalty: 1796.392578
	Iteration 63Q: 3 clusters Score -681008.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -681030.437500 Penalty: 1796.392578
	Iteration 64Q: 3 clusters Score -681030.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -681055.750000 Penalty: 1796.392578
	Iteration 65Q: 3 clusters Score -681055.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -681073.687500 Penalty: 1796.392578
	Iteration 66Q: 3 clusters Score -681073.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -681091.000000 Penalty: 1796.392578
	Iteration 67Q: 3 clusters Score -681091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -681102.375000 Penalty: 1796.392578
	Iteration 68Q: 3 clusters Score -681102.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -681114.312500 Penalty: 1796.392578
	Iteration 69Q: 3 clusters Score -681114.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -681125.937500 Penalty: 1796.392578
	Iteration 70Q: 3 clusters Score -681125.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -681135.875000 Penalty: 1796.392578
	Iteration 71Q: 3 clusters Score -681135.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -681148.312500 Penalty: 1796.392578
	Iteration 72Q: 3 clusters Score -681148.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -681160.250000 Penalty: 1796.392578
	Iteration 73Q: 3 clusters Score -681160.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -681169.437500 Penalty: 1796.392578
	Iteration 74Q: 3 clusters Score -681169.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -681179.937500 Penalty: 1796.392578
	Iteration 75Q: 3 clusters Score -681179.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -681189.750000 Penalty: 1796.392578
	Iteration 76Q: 3 clusters Score -681189.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -681201.625000 Penalty: 1796.392578
	Iteration 77Q: 3 clusters Score -681201.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -681214.562500 Penalty: 1796.392578
	Iteration 78Q: 3 clusters Score -681214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -681220.875000 Penalty: 1796.392578
	Iteration 79Q: 3 clusters Score -681220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -681226.250000 Penalty: 1796.392578
	Iteration 80F: 3 clusters Score -681226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -681228.625000 Penalty: 1796.392578
	Iteration 81Q: 3 clusters Score -681228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -681232.812500 Penalty: 1796.392578
	Iteration 82Q: 3 clusters Score -681232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -681235.375000 Penalty: 1796.392578
	Iteration 83Q: 3 clusters Score -681235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -681237.062500 Penalty: 1796.392578
	Iteration 84Q: 3 clusters Score -681237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -681238.687500 Penalty: 1796.392578
	Iteration 85Q: 3 clusters Score -681238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -681241.062500 Penalty: 1796.392578
	Iteration 86Q: 3 clusters Score -681241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -681242.500000 Penalty: 1796.392578
	Iteration 87Q: 3 clusters Score -681242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -681243.375000 Penalty: 1796.392578
	Iteration 88Q: 3 clusters Score -681243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -681243.375000 Penalty: 1796.392578
	Iteration 89F: 3 clusters Score -681243.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -124520.570312 Penalty: 735.775269
	Iteration 0F: 2 clusters Score -124520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -122639.789062 Penalty: 1471.550537
	Iteration 0F: 3 clusters Score -122639.8 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -123189.671875 Penalty: 1471.550537
	Iteration 1F: 3 clusters Score -123189.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -123283.601562 Penalty: 1471.550537
	Iteration 2F: 3 clusters Score -123283.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -123336.257812 Penalty: 1471.550537
	Iteration 3Q: 3 clusters Score -123336.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -123379.617188 Penalty: 1471.550537
	Iteration 4Q: 3 clusters Score -123379.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -123408.195312 Penalty: 1471.550537
	Iteration 5Q: 3 clusters Score -123408.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -123429.718750 Penalty: 1471.550537
	Iteration 6Q: 3 clusters Score -123429.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -123456.703125 Penalty: 1471.550537
	Iteration 7Q: 3 clusters Score -123456.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -123483.710938 Penalty: 1471.550537
	Iteration 8Q: 3 clusters Score -123483.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -123507.312500 Penalty: 1471.550537
	Iteration 9Q: 3 clusters Score -123507.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -123528.101562 Penalty: 1471.550537
	Iteration 10Q: 3 clusters Score -123528.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -123552.460938 Penalty: 1471.550537
	Iteration 11Q: 3 clusters Score -123552.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -123568.210938 Penalty: 1471.550537
	Iteration 12Q: 3 clusters Score -123568.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -123587.695312 Penalty: 1471.550537
	Iteration 13Q: 3 clusters Score -123587.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -123607.656250 Penalty: 1471.550537
	Iteration 14Q: 3 clusters Score -123607.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -123625.625000 Penalty: 1471.550537
	Iteration 15Q: 3 clusters Score -123625.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -123640.390625 Penalty: 1471.550537
	Iteration 16Q: 3 clusters Score -123640.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -123653.296875 Penalty: 1471.550537
	Iteration 17Q: 3 clusters Score -123653.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -123663.898438 Penalty: 1471.550537
	Iteration 18Q: 3 clusters Score -123663.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -123669.281250 Penalty: 1471.550537
	Iteration 19Q: 3 clusters Score -123669.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -123673.304688 Penalty: 1471.550537
	Iteration 20F: 3 clusters Score -123673.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -123676.734375 Penalty: 1471.550537
	Iteration 21Q: 3 clusters Score -123676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -123678.492188 Penalty: 1471.550537
	Iteration 22Q: 3 clusters Score -123678.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -123681.492188 Penalty: 1471.550537
	Iteration 23Q: 3 clusters Score -123681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -123683.351562 Penalty: 1471.550537
	Iteration 24Q: 3 clusters Score -123683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -123684.812500 Penalty: 1471.550537
	Iteration 25Q: 3 clusters Score -123684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -123687.429688 Penalty: 1471.550537
	Iteration 26Q: 3 clusters Score -123687.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -123691.171875 Penalty: 1471.550537
	Iteration 27Q: 3 clusters Score -123691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -123693.210938 Penalty: 1471.550537
	Iteration 28Q: 3 clusters Score -123693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -123696.523438 Penalty: 1471.550537
	Iteration 29Q: 3 clusters Score -123696.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -123702.843750 Penalty: 1471.550537
	Iteration 30Q: 3 clusters Score -123702.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -123710.867188 Penalty: 1471.550537
	Iteration 31Q: 3 clusters Score -123710.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -123719.046875 Penalty: 1471.550537
	Iteration 32Q: 3 clusters Score -123719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -123725.210938 Penalty: 1471.550537
	Iteration 33Q: 3 clusters Score -123725.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -123730.531250 Penalty: 1471.550537
	Iteration 34Q: 3 clusters Score -123730.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -123738.359375 Penalty: 1471.550537
	Iteration 35Q: 3 clusters Score -123738.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -123744.828125 Penalty: 1471.550537
	Iteration 36Q: 3 clusters Score -123744.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -123753.648438 Penalty: 1471.550537
	Iteration 37Q: 3 clusters Score -123753.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -123770.273438 Penalty: 1471.550537
	Iteration 38Q: 3 clusters Score -123770.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -123790.343750 Penalty: 1471.550537
	Iteration 39Q: 3 clusters Score -123790.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -123812.156250 Penalty: 1471.550537
	Iteration 40F: 3 clusters Score -123812.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -123823.257812 Penalty: 1471.550537
	Iteration 41Q: 3 clusters Score -123823.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -123829.664062 Penalty: 1471.550537
	Iteration 42Q: 3 clusters Score -123829.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -123836.406250 Penalty: 1471.550537
	Iteration 43Q: 3 clusters Score -123836.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -123841.289062 Penalty: 1471.550537
	Iteration 44Q: 3 clusters Score -123841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -123842.953125 Penalty: 1471.550537
	Iteration 45Q: 3 clusters Score -123843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -123844.148438 Penalty: 1471.550537
	Iteration 46Q: 3 clusters Score -123844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -123846.523438 Penalty: 1471.550537
	Iteration 47Q: 3 clusters Score -123846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -123848.195312 Penalty: 1471.550537
	Iteration 48Q: 3 clusters Score -123848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -123848.742188 Penalty: 1471.550537
	Iteration 49Q: 3 clusters Score -123848.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -123850.359375 Penalty: 1471.550537
	Iteration 50Q: 3 clusters Score -123850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -123851.531250 Penalty: 1471.550537
	Iteration 51Q: 3 clusters Score -123851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -123853.171875 Penalty: 1471.550537
	Iteration 52Q: 3 clusters Score -123853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -123854.062500 Penalty: 1471.550537
	Iteration 53Q: 3 clusters Score -123854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -123855.132812 Penalty: 1471.550537
	Iteration 54Q: 3 clusters Score -123855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -123856.093750 Penalty: 1471.550537
	Iteration 55Q: 3 clusters Score -123856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -123857.437500 Penalty: 1471.550537
	Iteration 56Q: 3 clusters Score -123857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -123859.265625 Penalty: 1471.550537
	Iteration 57Q: 3 clusters Score -123859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -123860.765625 Penalty: 1471.550537
	Iteration 58Q: 3 clusters Score -123860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -123861.937500 Penalty: 1471.550537
	Iteration 59Q: 3 clusters Score -123861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -123862.859375 Penalty: 1471.550537
	Iteration 60F: 3 clusters Score -123862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -123863.765625 Penalty: 1471.550537
	Iteration 61Q: 3 clusters Score -123863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -123863.820312 Penalty: 1471.550537
	Iteration 62Q: 3 clusters Score -123863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -123863.820312 Penalty: 1471.550537
	Iteration 63F: 3 clusters Score -123863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Entering Unmasked Estep 
Score: -1365458.000000 Penalty: 974.524231
	Iteration 0F: 2 clusters Score -1365458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1346357.125000 Penalty: 1949.048462
	Iteration 0F: 3 clusters Score -1346357 nChanged 13446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1354293.375000 Penalty: 1949.048462
	Iteration 1F: 3 clusters Score -1354293 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1354797.250000 Penalty: 1949.048462
	Iteration 2Q: 3 clusters Score -1354797 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1355247.750000 Penalty: 1949.048462
	Iteration 3Q: 3 clusters Score -1355248 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1355715.750000 Penalty: 1949.048462
	Iteration 4Q: 3 clusters Score -1355716 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1356190.375000 Penalty: 1949.048462
	Iteration 5Q: 3 clusters Score -1356190 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1356596.250000 Penalty: 1949.048462
	Iteration 6Q: 3 clusters Score -1356596 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1356970.000000 Penalty: 1949.048462
	Iteration 7Q: 3 clusters Score -1356970 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1357314.375000 Penalty: 1949.048462
	Iteration 8Q: 3 clusters Score -1357314 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1357688.375000 Penalty: 1949.048462
	Iteration 9Q: 3 clusters Score -1357688 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1358104.750000 Penalty: 1949.048462
	Iteration 10Q: 3 clusters Score -1358105 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1358590.500000 Penalty: 1949.048462
	Iteration 11Q: 3 clusters Score -1358590 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1359152.625000 Penalty: 1949.048462
	Iteration 12Q: 3 clusters Score -1359153 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1359667.750000 Penalty: 1949.048462
	Iteration 13Q: 3 clusters Score -1359668 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1360082.125000 Penalty: 1949.048462
	Iteration 14Q: 3 clusters Score -1360082 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1360381.500000 Penalty: 1949.048462
	Iteration 15Q: 3 clusters Score -1360382 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1360545.625000 Penalty: 1949.048462
	Iteration 16Q: 3 clusters Score -1360546 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1360638.750000 Penalty: 1949.048462
	Iteration 17Q: 3 clusters Score -1360639 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1360692.375000 Penalty: 1949.048462
	Iteration 18Q: 3 clusters Score -1360692 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1360723.375000 Penalty: 1949.048462
	Iteration 19Q: 3 clusters Score -1360723 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1360755.625000 Penalty: 1949.048462
	Iteration 20F: 3 clusters Score -1360756 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1360787.625000 Penalty: 1949.048462
	Iteration 21Q: 3 clusters Score -1360788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1360814.000000 Penalty: 1949.048462
	Iteration 22Q: 3 clusters Score -1360814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1360831.000000 Penalty: 1949.048462
	Iteration 23Q: 3 clusters Score -1360831 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1360833.000000 Penalty: 1949.048462
	Iteration 24Q: 3 clusters Score -1360833 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1360844.250000 Penalty: 1949.048462
	Iteration 25Q: 3 clusters Score -1360844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1360853.625000 Penalty: 1949.048462
	Iteration 26Q: 3 clusters Score -1360854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1360860.750000 Penalty: 1949.048462
	Iteration 27Q: 3 clusters Score -1360861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1360867.000000 Penalty: 1949.048462
	Iteration 28Q: 3 clusters Score -1360867 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1360870.250000 Penalty: 1949.048462
	Iteration 29Q: 3 clusters Score -1360870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1360875.625000 Penalty: 1949.048462
	Iteration 30Q: 3 clusters Score -1360876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1360876.125000 Penalty: 1949.048462
	Iteration 31Q: 3 clusters Score -1360876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1360882.250000 Penalty: 1949.048462
	Iteration 32Q: 3 clusters Score -1360882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1360887.750000 Penalty: 1949.048462
	Iteration 33Q: 3 clusters Score -1360888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1360892.000000 Penalty: 1949.048462
	Iteration 34Q: 3 clusters Score -1360892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1360897.000000 Penalty: 1949.048462
	Iteration 35Q: 3 clusters Score -1360897 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1360901.250000 Penalty: 1949.048462
	Iteration 36Q: 3 clusters Score -1360901 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1360902.250000 Penalty: 1949.048462
	Iteration 37Q: 3 clusters Score -1360902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1360903.750000 Penalty: 1949.048462
	Iteration 38Q: 3 clusters Score -1360904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1360903.250000 Penalty: 1949.048462
	Iteration 39Q: 3 clusters Score -1360903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1360904.000000 Penalty: 1949.048462
	Iteration 40F: 3 clusters Score -1360904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1360911.000000 Penalty: 1949.048462
	Iteration 41Q: 3 clusters Score -1360911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1360911.875000 Penalty: 1949.048462
	Iteration 42Q: 3 clusters Score -1360912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1360914.375000 Penalty: 1949.048462
	Iteration 43Q: 3 clusters Score -1360914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1360915.750000 Penalty: 1949.048462
	Iteration 44Q: 3 clusters Score -1360916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1360918.750000 Penalty: 1949.048462
	Iteration 45Q: 3 clusters Score -1360919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1360913.625000 Penalty: 1949.048462
	Iteration 46Q: 3 clusters Score -1360914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1360915.500000 Penalty: 1949.048462
	Iteration 47Q: 3 clusters Score -1360916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1360913.375000 Penalty: 1949.048462
	Iteration 48Q: 3 clusters Score -1360913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1360915.875000 Penalty: 1949.048462
	Iteration 49Q: 3 clusters Score -1360916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1360921.250000 Penalty: 1949.048462
	Iteration 50Q: 3 clusters Score -1360921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1360922.500000 Penalty: 1949.048462
	Iteration 51Q: 3 clusters Score -1360922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1360925.500000 Penalty: 1949.048462
	Iteration 52Q: 3 clusters Score -1360926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1360925.750000 Penalty: 1949.048462
	Iteration 53Q: 3 clusters Score -1360926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1360930.375000 Penalty: 1949.048462
	Iteration 54Q: 3 clusters Score -1360930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1360931.500000 Penalty: 1949.048462
	Iteration 55Q: 3 clusters Score -1360932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1360931.125000 Penalty: 1949.048462
	Iteration 56Q: 3 clusters Score -1360931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1360931.250000 Penalty: 1949.048462
	Iteration 57Q: 3 clusters Score -1360931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1360930.375000 Penalty: 1949.048462
	Iteration 58Q: 3 clusters Score -1360930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1360933.875000 Penalty: 1949.048462
	Iteration 59Q: 3 clusters Score -1360934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1360938.000000 Penalty: 1949.048462
	Iteration 60F: 3 clusters Score -1360938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1360939.125000 Penalty: 1949.048462
	Iteration 61Q: 3 clusters Score -1360939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1360939.750000 Penalty: 1949.048462
	Iteration 62Q: 3 clusters Score -1360940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1360938.875000 Penalty: 1949.048462
	Iteration 63Q: 3 clusters Score -1360939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1360937.500000 Penalty: 1949.048462
	Iteration 64Q: 3 clusters Score -1360938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1360940.625000 Penalty: 1949.048462
	Iteration 65Q: 3 clusters Score -1360941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1360938.625000 Penalty: 1949.048462
	Iteration 66Q: 3 clusters Score -1360939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1360940.125000 Penalty: 1949.048462
	Iteration 67Q: 3 clusters Score -1360940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1360936.000000 Penalty: 1949.048462
	Iteration 68Q: 3 clusters Score -1360936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1360937.375000 Penalty: 1949.048462
	Iteration 69Q: 3 clusters Score -1360937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1360940.000000 Penalty: 1949.048462
	Iteration 70Q: 3 clusters Score -1360940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1360939.750000 Penalty: 1949.048462
	Iteration 71Q: 3 clusters Score -1360940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1360939.750000 Penalty: 1949.048462
	Iteration 72Q: 3 clusters Score -1360940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1360938.500000 Penalty: 1949.048462
	Iteration 73Q: 3 clusters Score -1360938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1360944.375000 Penalty: 1949.048462
	Iteration 74Q: 3 clusters Score -1360944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1360942.375000 Penalty: 1949.048462
	Iteration 75Q: 3 clusters Score -1360942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1360945.875000 Penalty: 1949.048462
	Iteration 76Q: 3 clusters Score -1360946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1360946.000000 Penalty: 1949.048462
	Iteration 77Q: 3 clusters Score -1360946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1360946.500000 Penalty: 1949.048462
	Iteration 78Q: 3 clusters Score -1360946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1360949.875000 Penalty: 1949.048462
	Iteration 79Q: 3 clusters Score -1360950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -1360951.875000 Penalty: 1949.048462
	Iteration 80F: 3 clusters Score -1360952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -1360951.875000 Penalty: 1949.048462
	Iteration 81Q: 3 clusters Score -1360952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1360956.375000 Penalty: 1949.048462
	Iteration 82Q: 3 clusters Score -1360956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1360955.125000 Penalty: 1949.048462
	Iteration 83Q: 3 clusters Score -1360955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1360952.250000 Penalty: 1949.048462
	Iteration 84Q: 3 clusters Score -1360952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1360951.000000 Penalty: 1949.048462
	Iteration 85Q: 3 clusters Score -1360951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1360949.875000 Penalty: 1949.048462
	Iteration 86Q: 3 clusters Score -1360950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1360948.875000 Penalty: 1949.048462
	Iteration 87Q: 3 clusters Score -1360949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1360947.375000 Penalty: 1949.048462
	Iteration 88Q: 3 clusters Score -1360947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1360949.500000 Penalty: 1949.048462
	Iteration 89Q: 3 clusters Score -1360950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1360950.250000 Penalty: 1949.048462
	Iteration 90Q: 3 clusters Score -1360950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1360950.500000 Penalty: 1949.048462
	Iteration 91Q: 3 clusters Score -1360950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1360951.500000 Penalty: 1949.048462
	Iteration 92Q: 3 clusters Score -1360952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1360951.500000 Penalty: 1949.048462
	Iteration 93Q: 3 clusters Score -1360952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1360951.125000 Penalty: 1949.048462
	Iteration 94Q: 3 clusters Score -1360951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1360951.125000 Penalty: 1949.048462
	Iteration 95F: 3 clusters Score -1360951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -133729.718750 Penalty: 747.556824
	Iteration 0F: 2 clusters Score -133729.7 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 1291 members 
Entering Unmasked Estep 
Score: -131609.750000 Penalty: 1495.113647
	Iteration 0F: 3 clusters Score -131609.8 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -132314.828125 Penalty: 1495.113647
	Iteration 1F: 3 clusters Score -132314.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -132488.406250 Penalty: 1495.113647
	Iteration 2F: 3 clusters Score -132488.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -132624.437500 Penalty: 1495.113647
	Iteration 3F: 3 clusters Score -132624.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -132722.312500 Penalty: 1495.113647
	Iteration 4F: 3 clusters Score -132722.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -132789.781250 Penalty: 1495.113647
	Iteration 5Q: 3 clusters Score -132789.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -132835.859375 Penalty: 1495.113647
	Iteration 6Q: 3 clusters Score -132835.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -132864.921875 Penalty: 1495.113647
	Iteration 7Q: 3 clusters Score -132864.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -132891.875000 Penalty: 1495.113647
	Iteration 8Q: 3 clusters Score -132891.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -132925.906250 Penalty: 1495.113647
	Iteration 9Q: 3 clusters Score -132925.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -132949.125000 Penalty: 1495.113647
	Iteration 10Q: 3 clusters Score -132949.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -132965.171875 Penalty: 1495.113647
	Iteration 11Q: 3 clusters Score -132965.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -132988.125000 Penalty: 1495.113647
	Iteration 12Q: 3 clusters Score -132988.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -133011.703125 Penalty: 1495.113647
	Iteration 13Q: 3 clusters Score -133011.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -133029.718750 Penalty: 1495.113647
	Iteration 14Q: 3 clusters Score -133029.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133045.031250 Penalty: 1495.113647
	Iteration 15Q: 3 clusters Score -133045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -133056.000000 Penalty: 1495.113647
	Iteration 16Q: 3 clusters Score -133056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133068.406250 Penalty: 1495.113647
	Iteration 17Q: 3 clusters Score -133068.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -133079.171875 Penalty: 1495.113647
	Iteration 18Q: 3 clusters Score -133079.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133089.109375 Penalty: 1495.113647
	Iteration 19Q: 3 clusters Score -133089.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133096.781250 Penalty: 1495.113647
	Iteration 20F: 3 clusters Score -133096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133100.562500 Penalty: 1495.113647
	Iteration 21Q: 3 clusters Score -133100.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133103.578125 Penalty: 1495.113647
	Iteration 22Q: 3 clusters Score -133103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133105.328125 Penalty: 1495.113647
	Iteration 23Q: 3 clusters Score -133105.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133106.281250 Penalty: 1495.113647
	Iteration 24Q: 3 clusters Score -133106.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133108.125000 Penalty: 1495.113647
	Iteration 25Q: 3 clusters Score -133108.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133109.265625 Penalty: 1495.113647
	Iteration 26Q: 3 clusters Score -133109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133109.328125 Penalty: 1495.113647
	Iteration 27Q: 3 clusters Score -133109.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133109.328125 Penalty: 1495.113647
	Iteration 28F: 3 clusters Score -133109.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -113878.906250 Penalty: 717.312805
	Iteration 0F: 2 clusters Score -113878.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -112289.609375 Penalty: 1434.625610
	Iteration 0F: 3 clusters Score -112289.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -112679.023438 Penalty: 1434.625610
	Iteration 1F: 3 clusters Score -112679 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -112775.328125 Penalty: 1434.625610
	Iteration 2F: 3 clusters Score -112775.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -112837.890625 Penalty: 1434.625610
	Iteration 3F: 3 clusters Score -112837.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -112867.375000 Penalty: 1434.625610
	Iteration 4Q: 3 clusters Score -112867.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -112894.734375 Penalty: 1434.625610
	Iteration 5Q: 3 clusters Score -112894.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -112911.796875 Penalty: 1434.625610
	Iteration 6Q: 3 clusters Score -112911.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -112923.328125 Penalty: 1434.625610
	Iteration 7Q: 3 clusters Score -112923.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112935.835938 Penalty: 1434.625610
	Iteration 8Q: 3 clusters Score -112935.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -112947.281250 Penalty: 1434.625610
	Iteration 9Q: 3 clusters Score -112947.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -112962.804688 Penalty: 1434.625610
	Iteration 10Q: 3 clusters Score -112962.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -112974.812500 Penalty: 1434.625610
	Iteration 11Q: 3 clusters Score -112974.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -112991.015625 Penalty: 1434.625610
	Iteration 12Q: 3 clusters Score -112991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -113006.015625 Penalty: 1434.625610
	Iteration 13Q: 3 clusters Score -113006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -113019.289062 Penalty: 1434.625610
	Iteration 14Q: 3 clusters Score -113019.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -113039.820312 Penalty: 1434.625610
	Iteration 15Q: 3 clusters Score -113039.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -113067.632812 Penalty: 1434.625610
	Iteration 16Q: 3 clusters Score -113067.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -113102.835938 Penalty: 1434.625610
	Iteration 17Q: 3 clusters Score -113102.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -113144.296875 Penalty: 1434.625610
	Iteration 18Q: 3 clusters Score -113144.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -113202.046875 Penalty: 1434.625610
	Iteration 19Q: 3 clusters Score -113202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -113242.062500 Penalty: 1434.625610
	Iteration 20F: 3 clusters Score -113242.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -113268.976562 Penalty: 1434.625610
	Iteration 21Q: 3 clusters Score -113269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -113292.554688 Penalty: 1434.625610
	Iteration 22Q: 3 clusters Score -113292.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113309.562500 Penalty: 1434.625610
	Iteration 23Q: 3 clusters Score -113309.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -113317.382812 Penalty: 1434.625610
	Iteration 24Q: 3 clusters Score -113317.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -113324.429688 Penalty: 1434.625610
	Iteration 25Q: 3 clusters Score -113324.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -113333.718750 Penalty: 1434.625610
	Iteration 26Q: 3 clusters Score -113333.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -113342.117188 Penalty: 1434.625610
	Iteration 27Q: 3 clusters Score -113342.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -113346.992188 Penalty: 1434.625610
	Iteration 28Q: 3 clusters Score -113347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -113349.562500 Penalty: 1434.625610
	Iteration 29Q: 3 clusters Score -113349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -113351.117188 Penalty: 1434.625610
	Iteration 30Q: 3 clusters Score -113351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -113353.734375 Penalty: 1434.625610
	Iteration 31Q: 3 clusters Score -113353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -113355.335938 Penalty: 1434.625610
	Iteration 32Q: 3 clusters Score -113355.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -113356.875000 Penalty: 1434.625610
	Iteration 33Q: 3 clusters Score -113356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -113357.515625 Penalty: 1434.625610
	Iteration 34Q: 3 clusters Score -113357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -113358.085938 Penalty: 1434.625610
	Iteration 35Q: 3 clusters Score -113358.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -113358.085938 Penalty: 1434.625610
	Iteration 36F: 3 clusters Score -113358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -178322.046875 Penalty: 774.622864
	Iteration 0F: 2 clusters Score -178322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -175651.015625 Penalty: 1549.245728
	Iteration 0F: 3 clusters Score -175651 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -176499.812500 Penalty: 1549.245728
	Iteration 1F: 3 clusters Score -176499.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -176792.453125 Penalty: 1549.245728
	Iteration 2F: 3 clusters Score -176792.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -177108.171875 Penalty: 1549.245728
	Iteration 3F: 3 clusters Score -177108.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -177357.687500 Penalty: 1549.245728
	Iteration 4F: 3 clusters Score -177357.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -177528.968750 Penalty: 1549.245728
	Iteration 5F: 3 clusters Score -177529 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -177639.078125 Penalty: 1549.245728
	Iteration 6F: 3 clusters Score -177639.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -177695.671875 Penalty: 1549.245728
	Iteration 7Q: 3 clusters Score -177695.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -177732.937500 Penalty: 1549.245728
	Iteration 8Q: 3 clusters Score -177732.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -177750.859375 Penalty: 1549.245728
	Iteration 9Q: 3 clusters Score -177750.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -177760.296875 Penalty: 1549.245728
	Iteration 10Q: 3 clusters Score -177760.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -177769.078125 Penalty: 1549.245728
	Iteration 11Q: 3 clusters Score -177769.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -177779.265625 Penalty: 1549.245728
	Iteration 12Q: 3 clusters Score -177779.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -177786.343750 Penalty: 1549.245728
	Iteration 13Q: 3 clusters Score -177786.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -177792.031250 Penalty: 1549.245728
	Iteration 14Q: 3 clusters Score -177792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -177797.343750 Penalty: 1549.245728
	Iteration 15Q: 3 clusters Score -177797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -177802.656250 Penalty: 1549.245728
	Iteration 16Q: 3 clusters Score -177802.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -177805.265625 Penalty: 1549.245728
	Iteration 17Q: 3 clusters Score -177805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -177807.093750 Penalty: 1549.245728
	Iteration 18Q: 3 clusters Score -177807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -177808.000000 Penalty: 1549.245728
	Iteration 19Q: 3 clusters Score -177808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -177808.625000 Penalty: 1549.245728
	Iteration 20F: 3 clusters Score -177808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -177810.609375 Penalty: 1549.245728
	Iteration 21Q: 3 clusters Score -177810.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -177812.296875 Penalty: 1549.245728
	Iteration 22Q: 3 clusters Score -177812.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -177814.062500 Penalty: 1549.245728
	Iteration 23Q: 3 clusters Score -177814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -177816.703125 Penalty: 1549.245728
	Iteration 24Q: 3 clusters Score -177816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -177818.140625 Penalty: 1549.245728
	Iteration 25Q: 3 clusters Score -177818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -177819.171875 Penalty: 1549.245728
	Iteration 26Q: 3 clusters Score -177819.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -177821.906250 Penalty: 1549.245728
	Iteration 27Q: 3 clusters Score -177821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -177824.843750 Penalty: 1549.245728
	Iteration 28Q: 3 clusters Score -177824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -177827.859375 Penalty: 1549.245728
	Iteration 29Q: 3 clusters Score -177827.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -177831.828125 Penalty: 1549.245728
	Iteration 30Q: 3 clusters Score -177831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -177834.343750 Penalty: 1549.245728
	Iteration 31Q: 3 clusters Score -177834.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -177836.875000 Penalty: 1549.245728
	Iteration 32Q: 3 clusters Score -177836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -177839.281250 Penalty: 1549.245728
	Iteration 33Q: 3 clusters Score -177839.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -177845.078125 Penalty: 1549.245728
	Iteration 34Q: 3 clusters Score -177845.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -177847.687500 Penalty: 1549.245728
	Iteration 35Q: 3 clusters Score -177847.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -177848.906250 Penalty: 1549.245728
	Iteration 36Q: 3 clusters Score -177848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -177850.250000 Penalty: 1549.245728
	Iteration 37Q: 3 clusters Score -177850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -177850.593750 Penalty: 1549.245728
	Iteration 38Q: 3 clusters Score -177850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -177850.890625 Penalty: 1549.245728
	Iteration 39Q: 3 clusters Score -177850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -177851.093750 Penalty: 1549.245728
	Iteration 40F: 3 clusters Score -177851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -177851.156250 Penalty: 1549.245728
	Iteration 41Q: 3 clusters Score -177851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -177851.156250 Penalty: 1549.245728
	Iteration 42F: 3 clusters Score -177851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 11688 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 5733 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 132772 members 
Mstep: Class 12 contains 75058 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 23575 members 
Mstep: Class 17 contains 14419 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 287257 members 
Mstep: Class 20 contains 34095 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 28514 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631788.000000 Penalty: 34655.218750
Iteration 159Q: 28 clusters Score -3.863179e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 11651 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 5765 members 
Mstep: Class 8 contains 36605 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 132554 members 
Mstep: Class 12 contains 75082 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 23566 members 
Mstep: Class 17 contains 14426 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 287341 members 
Mstep: Class 20 contains 34141 members 
Mstep: Class 21 contains 12828 members 
Mstep: Class 22 contains 2314 members 
Mstep: Class 23 contains 28521 members 
Mstep: Class 24 contains 2619 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38632440.000000 Penalty: 34655.218750
Iteration 160F: 28 clusters Score -3.863244e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 5807 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 11639 members 
Mstep: Class 6 contains 20144 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 8 contains 36598 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132443 members 
Mstep: Class 12 contains 75050 members 
Mstep: Class 13 contains 2842 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 23557 members 
Mstep: Class 17 contains 14421 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 287260 members 
Mstep: Class 20 contains 34108 members 
Mstep: Class 21 contains 12886 members 
Mstep: Class 22 contains 2314 members 
Mstep: Class 23 contains 28532 members 
Mstep: Class 24 contains 2619 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38632804.000000 Penalty: 34655.218750
Iteration 161Q: 28 clusters Score -3.86328e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 5763 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 11620 members 
Mstep: Class 6 contains 20144 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 36591 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132396 members 
Mstep: Class 12 contains 75052 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 23550 members 
Mstep: Class 17 contains 14423 members 
Mstep: Class 18 contains 4418 members 
Mstep: Class 19 contains 287197 members 
Mstep: Class 20 contains 34071 members 
Mstep: Class 21 contains 12935 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 28537 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3480 members 
Mstep: Class 27 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633024.000000 Penalty: 34655.218750
Iteration 162Q: 28 clusters Score -3.863302e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 5737 members 
Mstep: Class 4 contains 8102 members 
Mstep: Class 5 contains 11607 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 36583 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132392 members 
Mstep: Class 12 contains 75045 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 23542 members 
Mstep: Class 17 contains 14420 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 287129 members 
Mstep: Class 20 contains 34042 members 
Mstep: Class 21 contains 12970 members 
Mstep: Class 22 contains 2321 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3482 members 
Mstep: Class 27 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633140.000000 Penalty: 34655.218750
Iteration 163Q: 28 clusters Score -3.863314e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 8112 members 
Mstep: Class 5 contains 11588 members 
Mstep: Class 6 contains 20144 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132405 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 23539 members 
Mstep: Class 17 contains 14419 members 
Mstep: Class 18 contains 4413 members 
Mstep: Class 19 contains 287053 members 
Mstep: Class 20 contains 34022 members 
Mstep: Class 21 contains 12988 members 
Mstep: Class 22 contains 2322 members 
Mstep: Class 23 contains 28551 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3484 members 
Mstep: Class 27 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633252.000000 Penalty: 34655.218750
Iteration 164Q: 28 clusters Score -3.863325e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 5680 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11572 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 36576 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132406 members 
Mstep: Class 12 contains 75040 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 23537 members 
Mstep: Class 17 contains 14419 members 
Mstep: Class 18 contains 4416 members 
Mstep: Class 19 contains 287006 members 
Mstep: Class 20 contains 34003 members 
Mstep: Class 21 contains 13012 members 
Mstep: Class 22 contains 2324 members 
Mstep: Class 23 contains 28555 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3484 members 
Mstep: Class 27 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633328.000000 Penalty: 34655.218750
Iteration 165Q: 28 clusters Score -3.863333e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 8128 members 
Mstep: Class 5 contains 11561 members 
Mstep: Class 6 contains 20137 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132403 members 
Mstep: Class 12 contains 75038 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 23534 members 
Mstep: Class 17 contains 14418 members 
Mstep: Class 18 contains 4418 members 
Mstep: Class 19 contains 286963 members 
Mstep: Class 20 contains 33987 members 
Mstep: Class 21 contains 13030 members 
Mstep: Class 22 contains 2326 members 
Mstep: Class 23 contains 28564 members 
Mstep: Class 24 contains 2617 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 3483 members 
Mstep: Class 27 contains 2809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633300.000000 Penalty: 34655.218750
Iteration 166Q: 28 clusters Score -3.86333e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 5616 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 11553 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 36569 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132420 members 
Mstep: Class 12 contains 75034 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 23530 members 
Mstep: Class 17 contains 14418 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286942 members 
Mstep: Class 20 contains 33973 members 
Mstep: Class 21 contains 13052 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28570 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 3479 members 
Mstep: Class 27 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633384.000000 Penalty: 34655.218750
Iteration 167Q: 28 clusters Score -3.863338e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 5587 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 11542 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 5162 members 
Mstep: Class 8 contains 36568 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132452 members 
Mstep: Class 12 contains 75036 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 23523 members 
Mstep: Class 17 contains 14417 members 
Mstep: Class 18 contains 4426 members 
Mstep: Class 19 contains 286919 members 
Mstep: Class 20 contains 33961 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28579 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 3478 members 
Mstep: Class 27 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633464.000000 Penalty: 34655.218750
Iteration 168Q: 28 clusters Score -3.863346e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 8122 members 
Mstep: Class 5 contains 11535 members 
Mstep: Class 6 contains 20137 members 
Mstep: Class 7 contains 5147 members 
Mstep: Class 8 contains 36565 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132491 members 
Mstep: Class 12 contains 75039 members 
Mstep: Class 13 contains 2937 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 23520 members 
Mstep: Class 17 contains 14417 members 
Mstep: Class 18 contains 4427 members 
Mstep: Class 19 contains 286907 members 
Mstep: Class 20 contains 33955 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28581 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 3482 members 
Mstep: Class 27 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633428.000000 Penalty: 34655.218750
Iteration 169Q: 28 clusters Score -3.863343e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 5550 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 11530 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132529 members 
Mstep: Class 12 contains 75040 members 
Mstep: Class 13 contains 2950 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 23519 members 
Mstep: Class 17 contains 14417 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 19 contains 286892 members 
Mstep: Class 20 contains 33948 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28578 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 3487 members 
Mstep: Class 27 contains 2912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633472.000000 Penalty: 34655.218750
Iteration 170Q: 28 clusters Score -3.863347e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 8126 members 
Mstep: Class 5 contains 11527 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 8 contains 36564 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132555 members 
Mstep: Class 12 contains 75040 members 
Mstep: Class 13 contains 2964 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23515 members 
Mstep: Class 17 contains 14417 members 
Mstep: Class 18 contains 4431 members 
Mstep: Class 19 contains 286867 members 
Mstep: Class 20 contains 33943 members 
Mstep: Class 21 contains 13055 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28585 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633460.000000 Penalty: 34655.218750
Iteration 171Q: 28 clusters Score -3.863346e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 5528 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 11526 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 5127 members 
Mstep: Class 8 contains 36564 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132575 members 
Mstep: Class 12 contains 75046 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23512 members 
Mstep: Class 17 contains 14417 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 286849 members 
Mstep: Class 20 contains 33939 members 
Mstep: Class 21 contains 13052 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28587 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 3486 members 
Mstep: Class 27 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633484.000000 Penalty: 34655.218750
Iteration 172Q: 28 clusters Score -3.863348e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 8131 members 
Mstep: Class 5 contains 11522 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 36562 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132589 members 
Mstep: Class 12 contains 75048 members 
Mstep: Class 13 contains 2989 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23509 members 
Mstep: Class 17 contains 14417 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 286835 members 
Mstep: Class 20 contains 33932 members 
Mstep: Class 21 contains 13046 members 
Mstep: Class 22 contains 2328 members 
Mstep: Class 23 contains 28590 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 3487 members 
Mstep: Class 27 contains 2928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633516.000000 Penalty: 34655.218750
Iteration 173Q: 28 clusters Score -3.863352e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 5512 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 11516 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132600 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23508 members 
Mstep: Class 17 contains 14417 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 286830 members 
Mstep: Class 20 contains 33929 members 
Mstep: Class 21 contains 13054 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28593 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3486 members 
Mstep: Class 27 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633516.000000 Penalty: 34655.218750
Iteration 174Q: 28 clusters Score -3.863352e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 5509 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 36562 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132604 members 
Mstep: Class 12 contains 75052 members 
Mstep: Class 13 contains 2995 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 14417 members 
Mstep: Class 18 contains 4431 members 
Mstep: Class 19 contains 286827 members 
Mstep: Class 20 contains 33929 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28595 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633532.000000 Penalty: 34655.218750
Iteration 175Q: 28 clusters Score -3.863353e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 5508 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 5118 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132611 members 
Mstep: Class 12 contains 75050 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23505 members 
Mstep: Class 17 contains 14418 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 286819 members 
Mstep: Class 20 contains 33929 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28596 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633560.000000 Penalty: 34655.218750
Iteration 176Q: 28 clusters Score -3.863356e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 5507 members 
Mstep: Class 4 contains 8133 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 5116 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132617 members 
Mstep: Class 12 contains 75049 members 
Mstep: Class 13 contains 3000 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23503 members 
Mstep: Class 17 contains 14420 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 286818 members 
Mstep: Class 20 contains 33927 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28599 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 2928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633576.000000 Penalty: 34655.218750
Iteration 177Q: 28 clusters Score -3.863358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4693 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 8137 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132615 members 
Mstep: Class 12 contains 75045 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23501 members 
Mstep: Class 17 contains 14421 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 286819 members 
Mstep: Class 20 contains 33925 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28603 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633536.000000 Penalty: 34655.218750
Iteration 178Q: 28 clusters Score -3.863354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 11514 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132613 members 
Mstep: Class 12 contains 75045 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23501 members 
Mstep: Class 17 contains 14423 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 286817 members 
Mstep: Class 20 contains 33920 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28605 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633496.000000 Penalty: 34655.218750
Iteration 179Q: 28 clusters Score -3.86335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20146 members 
Mstep: Class 7 contains 5112 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132616 members 
Mstep: Class 12 contains 75045 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23501 members 
Mstep: Class 17 contains 14423 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 286817 members 
Mstep: Class 20 contains 33916 members 
Mstep: Class 21 contains 13069 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28605 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633548.000000 Penalty: 34655.218750
Iteration 180F: 28 clusters Score -3.863355e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20149 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 36560 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132623 members 
Mstep: Class 12 contains 75044 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23501 members 
Mstep: Class 17 contains 14423 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 286795 members 
Mstep: Class 20 contains 33910 members 
Mstep: Class 21 contains 13070 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28605 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633616.000000 Penalty: 34655.218750
Iteration 181Q: 28 clusters Score -3.863362e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 8 contains 36556 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132647 members 
Mstep: Class 12 contains 75046 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23501 members 
Mstep: Class 17 contains 14423 members 
Mstep: Class 18 contains 4431 members 
Mstep: Class 19 contains 286773 members 
Mstep: Class 20 contains 33906 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28605 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633700.000000 Penalty: 34655.218750
Iteration 182Q: 28 clusters Score -3.86337e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 5010 members 
Mstep: Class 8 contains 36554 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132673 members 
Mstep: Class 12 contains 75048 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 23501 members 
Mstep: Class 17 contains 14423 members 
Mstep: Class 18 contains 4431 members 
Mstep: Class 19 contains 286745 members 
Mstep: Class 20 contains 33903 members 
Mstep: Class 21 contains 13070 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28606 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 3073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633724.000000 Penalty: 34655.218750
Iteration 183Q: 28 clusters Score -3.863372e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8139 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 4987 members 
Mstep: Class 8 contains 36552 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132702 members 
Mstep: Class 12 contains 75050 members 
Mstep: Class 13 contains 3000 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23500 members 
Mstep: Class 17 contains 14423 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 286718 members 
Mstep: Class 20 contains 33905 members 
Mstep: Class 21 contains 13070 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 28607 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633652.000000 Penalty: 34655.218750
Iteration 184Q: 28 clusters Score -3.863365e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20153 members 
Mstep: Class 7 contains 4972 members 
Mstep: Class 8 contains 36556 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132726 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14423 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 286692 members 
Mstep: Class 20 contains 33900 members 
Mstep: Class 21 contains 13069 members 
Mstep: Class 22 contains 2329 members 
Mstep: Class 23 contains 28608 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 3108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633644.000000 Penalty: 34655.218750
Iteration 185Q: 28 clusters Score -3.863364e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 5507 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20153 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 36550 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132750 members 
Mstep: Class 12 contains 75053 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14424 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 286667 members 
Mstep: Class 20 contains 33896 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 2329 members 
Mstep: Class 23 contains 28608 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 3132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633680.000000 Penalty: 34655.218750
Iteration 186Q: 28 clusters Score -3.863368e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 5507 members 
Mstep: Class 4 contains 8129 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20153 members 
Mstep: Class 7 contains 4940 members 
Mstep: Class 8 contains 36549 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132770 members 
Mstep: Class 12 contains 75055 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14425 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 19 contains 286638 members 
Mstep: Class 20 contains 33893 members 
Mstep: Class 21 contains 13069 members 
Mstep: Class 22 contains 2329 members 
Mstep: Class 23 contains 28608 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633708.000000 Penalty: 34655.218750
Iteration 187Q: 28 clusters Score -3.863371e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 5507 members 
Mstep: Class 4 contains 8128 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20153 members 
Mstep: Class 7 contains 4925 members 
Mstep: Class 8 contains 36551 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132784 members 
Mstep: Class 12 contains 75053 members 
Mstep: Class 13 contains 3005 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14426 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 286619 members 
Mstep: Class 20 contains 33888 members 
Mstep: Class 21 contains 13069 members 
Mstep: Class 22 contains 2330 members 
Mstep: Class 23 contains 28611 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 3183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633644.000000 Penalty: 34655.218750
Iteration 188Q: 28 clusters Score -3.863364e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 4912 members 
Mstep: Class 8 contains 36550 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132796 members 
Mstep: Class 12 contains 75053 members 
Mstep: Class 13 contains 3005 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4427 members 
Mstep: Class 19 contains 286604 members 
Mstep: Class 20 contains 33879 members 
Mstep: Class 21 contains 13071 members 
Mstep: Class 22 contains 2330 members 
Mstep: Class 23 contains 28615 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3486 members 
Mstep: Class 27 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633640.000000 Penalty: 34655.218750
Iteration 189Q: 28 clusters Score -3.863364e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132813 members 
Mstep: Class 12 contains 75053 members 
Mstep: Class 13 contains 3005 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 286608 members 
Mstep: Class 20 contains 33871 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28615 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 3488 members 
Mstep: Class 27 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633616.000000 Penalty: 34655.218750
Iteration 190Q: 28 clusters Score -3.863362e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8119 members 
Mstep: Class 5 contains 11514 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 36545 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132818 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286612 members 
Mstep: Class 20 contains 33868 members 
Mstep: Class 21 contains 13071 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28615 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1905 members 
Mstep: Class 26 contains 3490 members 
Mstep: Class 27 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633668.000000 Penalty: 34655.218750
Iteration 191Q: 28 clusters Score -3.863367e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 8120 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 8 contains 36541 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132821 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286612 members 
Mstep: Class 20 contains 33864 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1907 members 
Mstep: Class 26 contains 3493 members 
Mstep: Class 27 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633632.000000 Penalty: 34655.218750
Iteration 192Q: 28 clusters Score -3.863363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 36542 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132825 members 
Mstep: Class 12 contains 75052 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286612 members 
Mstep: Class 20 contains 33865 members 
Mstep: Class 21 contains 13073 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1908 members 
Mstep: Class 26 contains 3493 members 
Mstep: Class 27 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633644.000000 Penalty: 34655.218750
Iteration 193Q: 28 clusters Score -3.863364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 36544 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132831 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286606 members 
Mstep: Class 20 contains 33866 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3493 members 
Mstep: Class 27 contains 3203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633656.000000 Penalty: 34655.218750
Iteration 194Q: 28 clusters Score -3.863366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 11515 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132837 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286607 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3493 members 
Mstep: Class 27 contains 3203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633660.000000 Penalty: 34655.218750
Iteration 195Q: 28 clusters Score -3.863366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5496 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 11515 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 36546 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132846 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286604 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3493 members 
Mstep: Class 27 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633680.000000 Penalty: 34655.218750
Iteration 196Q: 28 clusters Score -3.863368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 36548 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132851 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286602 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3493 members 
Mstep: Class 27 contains 3196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633664.000000 Penalty: 34655.218750
Iteration 197Q: 28 clusters Score -3.863366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5491 members 
Mstep: Class 4 contains 8120 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 36549 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132860 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286605 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633648.000000 Penalty: 34655.218750
Iteration 198Q: 28 clusters Score -3.863365e+07 nChanged 17
Entering ConstructFrom: 
Score: -38633648.000000 Penalty: 34655.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -332833.093750 Penalty: 817.005920
	Iteration 0F: 2 clusters Score -332833.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -328922.125000 Penalty: 1634.011841
	Iteration 0F: 3 clusters Score -328922.1 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -330173.218750 Penalty: 1634.011841
	Iteration 1F: 3 clusters Score -330173.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -330292.843750 Penalty: 1634.011841
	Iteration 2F: 3 clusters Score -330292.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -330398.843750 Penalty: 1634.011841
	Iteration 3Q: 3 clusters Score -330398.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -330476.687500 Penalty: 1634.011841
	Iteration 4Q: 3 clusters Score -330476.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -330538.625000 Penalty: 1634.011841
	Iteration 5Q: 3 clusters Score -330538.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -330599.218750 Penalty: 1634.011841
	Iteration 6Q: 3 clusters Score -330599.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -330669.062500 Penalty: 1634.011841
	Iteration 7Q: 3 clusters Score -330669.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -330772.937500 Penalty: 1634.011841
	Iteration 8Q: 3 clusters Score -330772.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -330898.687500 Penalty: 1634.011841
	Iteration 9Q: 3 clusters Score -330898.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -331041.781250 Penalty: 1634.011841
	Iteration 10Q: 3 clusters Score -331041.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -331174.156250 Penalty: 1634.011841
	Iteration 11Q: 3 clusters Score -331174.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -331304.812500 Penalty: 1634.011841
	Iteration 12Q: 3 clusters Score -331304.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -331423.781250 Penalty: 1634.011841
	Iteration 13Q: 3 clusters Score -331423.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -331497.562500 Penalty: 1634.011841
	Iteration 14Q: 3 clusters Score -331497.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -331555.656250 Penalty: 1634.011841
	Iteration 15Q: 3 clusters Score -331555.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -331601.250000 Penalty: 1634.011841
	Iteration 16Q: 3 clusters Score -331601.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -331635.031250 Penalty: 1634.011841
	Iteration 17Q: 3 clusters Score -331635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -331657.812500 Penalty: 1634.011841
	Iteration 18Q: 3 clusters Score -331657.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -331682.781250 Penalty: 1634.011841
	Iteration 19Q: 3 clusters Score -331682.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -331701.031250 Penalty: 1634.011841
	Iteration 20F: 3 clusters Score -331701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -331712.875000 Penalty: 1634.011841
	Iteration 21Q: 3 clusters Score -331712.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -331724.312500 Penalty: 1634.011841
	Iteration 22Q: 3 clusters Score -331724.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -331737.437500 Penalty: 1634.011841
	Iteration 23Q: 3 clusters Score -331737.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -331756.562500 Penalty: 1634.011841
	Iteration 24Q: 3 clusters Score -331756.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -331776.000000 Penalty: 1634.011841
	Iteration 25Q: 3 clusters Score -331776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -331794.906250 Penalty: 1634.011841
	Iteration 26Q: 3 clusters Score -331794.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -331808.125000 Penalty: 1634.011841
	Iteration 27Q: 3 clusters Score -331808.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -331819.937500 Penalty: 1634.011841
	Iteration 28Q: 3 clusters Score -331819.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -331834.437500 Penalty: 1634.011841
	Iteration 29Q: 3 clusters Score -331834.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -331857.156250 Penalty: 1634.011841
	Iteration 30Q: 3 clusters Score -331857.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -331881.875000 Penalty: 1634.011841
	Iteration 31Q: 3 clusters Score -331881.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -331900.593750 Penalty: 1634.011841
	Iteration 32Q: 3 clusters Score -331900.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -331931.031250 Penalty: 1634.011841
	Iteration 33Q: 3 clusters Score -331931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -331965.500000 Penalty: 1634.011841
	Iteration 34Q: 3 clusters Score -331965.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -331996.843750 Penalty: 1634.011841
	Iteration 35Q: 3 clusters Score -331996.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -332021.906250 Penalty: 1634.011841
	Iteration 36Q: 3 clusters Score -332021.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -332037.687500 Penalty: 1634.011841
	Iteration 37Q: 3 clusters Score -332037.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -332049.750000 Penalty: 1634.011841
	Iteration 38Q: 3 clusters Score -332049.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -332060.031250 Penalty: 1634.011841
	Iteration 39Q: 3 clusters Score -332060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -332077.281250 Penalty: 1634.011841
	Iteration 40F: 3 clusters Score -332077.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -332089.312500 Penalty: 1634.011841
	Iteration 41Q: 3 clusters Score -332089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -332094.375000 Penalty: 1634.011841
	Iteration 42Q: 3 clusters Score -332094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -332098.531250 Penalty: 1634.011841
	Iteration 43Q: 3 clusters Score -332098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -332098.843750 Penalty: 1634.011841
	Iteration 44Q: 3 clusters Score -332098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -332099.437500 Penalty: 1634.011841
	Iteration 45Q: 3 clusters Score -332099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -332099.812500 Penalty: 1634.011841
	Iteration 46Q: 3 clusters Score -332099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -332100.625000 Penalty: 1634.011841
	Iteration 47Q: 3 clusters Score -332100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -332100.468750 Penalty: 1634.011841
	Iteration 48Q: 3 clusters Score -332100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -332100.468750 Penalty: 1634.011841
	Iteration 49F: 3 clusters Score -332100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Entering Unmasked Estep 
Score: -259940.734375 Penalty: 803.073059
	Iteration 0F: 2 clusters Score -259940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -256493.609375 Penalty: 1606.146118
	Iteration 0F: 3 clusters Score -256493.6 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -257714.265625 Penalty: 1606.146118
	Iteration 1F: 3 clusters Score -257714.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -257974.734375 Penalty: 1606.146118
	Iteration 2F: 3 clusters Score -257974.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -258216.312500 Penalty: 1606.146118
	Iteration 3F: 3 clusters Score -258216.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -258452.140625 Penalty: 1606.146118
	Iteration 4F: 3 clusters Score -258452.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -258654.234375 Penalty: 1606.146118
	Iteration 5F: 3 clusters Score -258654.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -258802.765625 Penalty: 1606.146118
	Iteration 6Q: 3 clusters Score -258802.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -258931.328125 Penalty: 1606.146118
	Iteration 7Q: 3 clusters Score -258931.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -259013.031250 Penalty: 1606.146118
	Iteration 8Q: 3 clusters Score -259013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -259068.093750 Penalty: 1606.146118
	Iteration 9Q: 3 clusters Score -259068.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -259110.562500 Penalty: 1606.146118
	Iteration 10Q: 3 clusters Score -259110.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -259143.796875 Penalty: 1606.146118
	Iteration 11Q: 3 clusters Score -259143.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -259165.390625 Penalty: 1606.146118
	Iteration 12Q: 3 clusters Score -259165.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -259180.390625 Penalty: 1606.146118
	Iteration 13Q: 3 clusters Score -259180.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -259190.515625 Penalty: 1606.146118
	Iteration 14Q: 3 clusters Score -259190.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -259198.781250 Penalty: 1606.146118
	Iteration 15Q: 3 clusters Score -259198.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -259203.531250 Penalty: 1606.146118
	Iteration 16Q: 3 clusters Score -259203.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -259207.296875 Penalty: 1606.146118
	Iteration 17Q: 3 clusters Score -259207.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -259210.609375 Penalty: 1606.146118
	Iteration 18Q: 3 clusters Score -259210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -259213.640625 Penalty: 1606.146118
	Iteration 19Q: 3 clusters Score -259213.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -259215.734375 Penalty: 1606.146118
	Iteration 20F: 3 clusters Score -259215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -259217.046875 Penalty: 1606.146118
	Iteration 21Q: 3 clusters Score -259217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -259219.390625 Penalty: 1606.146118
	Iteration 22Q: 3 clusters Score -259219.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -259220.765625 Penalty: 1606.146118
	Iteration 23Q: 3 clusters Score -259220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -259222.000000 Penalty: 1606.146118
	Iteration 24Q: 3 clusters Score -259222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -259223.562500 Penalty: 1606.146118
	Iteration 25Q: 3 clusters Score -259223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -259224.468750 Penalty: 1606.146118
	Iteration 26Q: 3 clusters Score -259224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -259225.171875 Penalty: 1606.146118
	Iteration 27Q: 3 clusters Score -259225.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -259226.421875 Penalty: 1606.146118
	Iteration 28Q: 3 clusters Score -259226.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -259229.140625 Penalty: 1606.146118
	Iteration 29Q: 3 clusters Score -259229.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -259231.671875 Penalty: 1606.146118
	Iteration 30Q: 3 clusters Score -259231.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -259233.734375 Penalty: 1606.146118
	Iteration 31Q: 3 clusters Score -259233.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -259236.703125 Penalty: 1606.146118
	Iteration 32Q: 3 clusters Score -259236.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -259239.984375 Penalty: 1606.146118
	Iteration 33Q: 3 clusters Score -259240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -259244.187500 Penalty: 1606.146118
	Iteration 34Q: 3 clusters Score -259244.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -259250.312500 Penalty: 1606.146118
	Iteration 35Q: 3 clusters Score -259250.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -259256.359375 Penalty: 1606.146118
	Iteration 36Q: 3 clusters Score -259256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -259257.812500 Penalty: 1606.146118
	Iteration 37Q: 3 clusters Score -259257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -259258.187500 Penalty: 1606.146118
	Iteration 38Q: 3 clusters Score -259258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -259259.453125 Penalty: 1606.146118
	Iteration 39Q: 3 clusters Score -259259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -259259.203125 Penalty: 1606.146118
	Iteration 40F: 3 clusters Score -259259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -259259.546875 Penalty: 1606.146118
	Iteration 41Q: 3 clusters Score -259259.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -259259.546875 Penalty: 1606.146118
	Iteration 42F: 3 clusters Score -259259.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -305606.468750 Penalty: 817.945679
	Iteration 0F: 2 clusters Score -305606.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -301767.937500 Penalty: 1635.891357
	Iteration 0F: 3 clusters Score -301767.9 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -303077.750000 Penalty: 1635.891357
	Iteration 1F: 3 clusters Score -303077.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -303350.343750 Penalty: 1635.891357
	Iteration 2F: 3 clusters Score -303350.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -303598.968750 Penalty: 1635.891357
	Iteration 3F: 3 clusters Score -303599 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -303828.218750 Penalty: 1635.891357
	Iteration 4F: 3 clusters Score -303828.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -304043.875000 Penalty: 1635.891357
	Iteration 5F: 3 clusters Score -304043.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -304229.343750 Penalty: 1635.891357
	Iteration 6F: 3 clusters Score -304229.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -304354.156250 Penalty: 1635.891357
	Iteration 7Q: 3 clusters Score -304354.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -304479.343750 Penalty: 1635.891357
	Iteration 8Q: 3 clusters Score -304479.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -304596.375000 Penalty: 1635.891357
	Iteration 9Q: 3 clusters Score -304596.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -304685.281250 Penalty: 1635.891357
	Iteration 10Q: 3 clusters Score -304685.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -304745.593750 Penalty: 1635.891357
	Iteration 11Q: 3 clusters Score -304745.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -304780.843750 Penalty: 1635.891357
	Iteration 12Q: 3 clusters Score -304780.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -304802.562500 Penalty: 1635.891357
	Iteration 13Q: 3 clusters Score -304802.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -304815.218750 Penalty: 1635.891357
	Iteration 14Q: 3 clusters Score -304815.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -304828.031250 Penalty: 1635.891357
	Iteration 15Q: 3 clusters Score -304828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -304839.843750 Penalty: 1635.891357
	Iteration 16Q: 3 clusters Score -304839.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -304851.343750 Penalty: 1635.891357
	Iteration 17Q: 3 clusters Score -304851.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -304862.531250 Penalty: 1635.891357
	Iteration 18Q: 3 clusters Score -304862.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -304868.375000 Penalty: 1635.891357
	Iteration 19Q: 3 clusters Score -304868.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -304874.500000 Penalty: 1635.891357
	Iteration 20F: 3 clusters Score -304874.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -304883.406250 Penalty: 1635.891357
	Iteration 21Q: 3 clusters Score -304883.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -304889.687500 Penalty: 1635.891357
	Iteration 22Q: 3 clusters Score -304889.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -304895.968750 Penalty: 1635.891357
	Iteration 23Q: 3 clusters Score -304896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -304901.843750 Penalty: 1635.891357
	Iteration 24Q: 3 clusters Score -304901.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -304909.343750 Penalty: 1635.891357
	Iteration 25Q: 3 clusters Score -304909.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -304913.687500 Penalty: 1635.891357
	Iteration 26Q: 3 clusters Score -304913.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -304917.656250 Penalty: 1635.891357
	Iteration 27Q: 3 clusters Score -304917.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -304920.281250 Penalty: 1635.891357
	Iteration 28Q: 3 clusters Score -304920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -304924.531250 Penalty: 1635.891357
	Iteration 29Q: 3 clusters Score -304924.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -304930.593750 Penalty: 1635.891357
	Iteration 30Q: 3 clusters Score -304930.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -304934.718750 Penalty: 1635.891357
	Iteration 31Q: 3 clusters Score -304934.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -304939.750000 Penalty: 1635.891357
	Iteration 32Q: 3 clusters Score -304939.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -304947.875000 Penalty: 1635.891357
	Iteration 33Q: 3 clusters Score -304947.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -304953.406250 Penalty: 1635.891357
	Iteration 34Q: 3 clusters Score -304953.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -304960.656250 Penalty: 1635.891357
	Iteration 35Q: 3 clusters Score -304960.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -304966.281250 Penalty: 1635.891357
	Iteration 36Q: 3 clusters Score -304966.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -304970.812500 Penalty: 1635.891357
	Iteration 37Q: 3 clusters Score -304970.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -304974.625000 Penalty: 1635.891357
	Iteration 38Q: 3 clusters Score -304974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -304978.687500 Penalty: 1635.891357
	Iteration 39Q: 3 clusters Score -304978.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -304984.937500 Penalty: 1635.891357
	Iteration 40F: 3 clusters Score -304984.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -304989.625000 Penalty: 1635.891357
	Iteration 41Q: 3 clusters Score -304989.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -304995.156250 Penalty: 1635.891357
	Iteration 42Q: 3 clusters Score -304995.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -305001.281250 Penalty: 1635.891357
	Iteration 43Q: 3 clusters Score -305001.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -305004.843750 Penalty: 1635.891357
	Iteration 44Q: 3 clusters Score -305004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -305006.187500 Penalty: 1635.891357
	Iteration 45Q: 3 clusters Score -305006.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -305007.500000 Penalty: 1635.891357
	Iteration 46Q: 3 clusters Score -305007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -305008.593750 Penalty: 1635.891357
	Iteration 47Q: 3 clusters Score -305008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -305009.531250 Penalty: 1635.891357
	Iteration 48Q: 3 clusters Score -305009.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -305011.656250 Penalty: 1635.891357
	Iteration 49Q: 3 clusters Score -305011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -305012.687500 Penalty: 1635.891357
	Iteration 50Q: 3 clusters Score -305012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -305014.062500 Penalty: 1635.891357
	Iteration 51Q: 3 clusters Score -305014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -305014.218750 Penalty: 1635.891357
	Iteration 52Q: 3 clusters Score -305014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -305015.187500 Penalty: 1635.891357
	Iteration 53Q: 3 clusters Score -305015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -305015.531250 Penalty: 1635.891357
	Iteration 54Q: 3 clusters Score -305015.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -305015.812500 Penalty: 1635.891357
	Iteration 55Q: 3 clusters Score -305015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -305015.812500 Penalty: 1635.891357
	Iteration 56F: 3 clusters Score -305015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Entering Unmasked Estep 
Score: -413375.937500 Penalty: 855.186462
	Iteration 0F: 2 clusters Score -413375.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -407813.968750 Penalty: 1710.372925
	Iteration 0F: 3 clusters Score -407814 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -409922.531250 Penalty: 1710.372925
	Iteration 1F: 3 clusters Score -409922.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -410200.625000 Penalty: 1710.372925
	Iteration 2F: 3 clusters Score -410200.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -410487.562500 Penalty: 1710.372925
	Iteration 3F: 3 clusters Score -410487.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -410708.468750 Penalty: 1710.372925
	Iteration 4F: 3 clusters Score -410708.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -410896.625000 Penalty: 1710.372925
	Iteration 5Q: 3 clusters Score -410896.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -411075.187500 Penalty: 1710.372925
	Iteration 6Q: 3 clusters Score -411075.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -411250.281250 Penalty: 1710.372925
	Iteration 7Q: 3 clusters Score -411250.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -411415.531250 Penalty: 1710.372925
	Iteration 8Q: 3 clusters Score -411415.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -411536.968750 Penalty: 1710.372925
	Iteration 9Q: 3 clusters Score -411537 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -411654.281250 Penalty: 1710.372925
	Iteration 10Q: 3 clusters Score -411654.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -411758.531250 Penalty: 1710.372925
	Iteration 11Q: 3 clusters Score -411758.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -411846.312500 Penalty: 1710.372925
	Iteration 12Q: 3 clusters Score -411846.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -411922.906250 Penalty: 1710.372925
	Iteration 13Q: 3 clusters Score -411922.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -411979.906250 Penalty: 1710.372925
	Iteration 14Q: 3 clusters Score -411979.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -412039.906250 Penalty: 1710.372925
	Iteration 15Q: 3 clusters Score -412039.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -412106.343750 Penalty: 1710.372925
	Iteration 16Q: 3 clusters Score -412106.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -412161.406250 Penalty: 1710.372925
	Iteration 17Q: 3 clusters Score -412161.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -412211.562500 Penalty: 1710.372925
	Iteration 18Q: 3 clusters Score -412211.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -412256.031250 Penalty: 1710.372925
	Iteration 19Q: 3 clusters Score -412256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -412301.437500 Penalty: 1710.372925
	Iteration 20F: 3 clusters Score -412301.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -412348.250000 Penalty: 1710.372925
	Iteration 21Q: 3 clusters Score -412348.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -412392.750000 Penalty: 1710.372925
	Iteration 22Q: 3 clusters Score -412392.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -412452.968750 Penalty: 1710.372925
	Iteration 23Q: 3 clusters Score -412453 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -412536.750000 Penalty: 1710.372925
	Iteration 24Q: 3 clusters Score -412536.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -412617.250000 Penalty: 1710.372925
	Iteration 25Q: 3 clusters Score -412617.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -412694.906250 Penalty: 1710.372925
	Iteration 26Q: 3 clusters Score -412694.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -412768.593750 Penalty: 1710.372925
	Iteration 27Q: 3 clusters Score -412768.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -412839.406250 Penalty: 1710.372925
	Iteration 28Q: 3 clusters Score -412839.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -412923.468750 Penalty: 1710.372925
	Iteration 29Q: 3 clusters Score -412923.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -413013.218750 Penalty: 1710.372925
	Iteration 30Q: 3 clusters Score -413013.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -413113.625000 Penalty: 1710.372925
	Iteration 31Q: 3 clusters Score -413113.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -413216.437500 Penalty: 1710.372925
	Iteration 32Q: 3 clusters Score -413216.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -413311.312500 Penalty: 1710.372925
	Iteration 33Q: 3 clusters Score -413311.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -413405.593750 Penalty: 1710.372925
	Iteration 34Q: 3 clusters Score -413405.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -413472.343750 Penalty: 1710.372925
	Iteration 35Q: 3 clusters Score -413472.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -413521.750000 Penalty: 1710.372925
	Iteration 36Q: 3 clusters Score -413521.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -413560.812500 Penalty: 1710.372925
	Iteration 37Q: 3 clusters Score -413560.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -413593.343750 Penalty: 1710.372925
	Iteration 38Q: 3 clusters Score -413593.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -413614.625000 Penalty: 1710.372925
	Iteration 39Q: 3 clusters Score -413614.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -413669.875000 Penalty: 1710.372925
	Iteration 40F: 3 clusters Score -413669.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -413699.812500 Penalty: 1710.372925
	Iteration 41Q: 3 clusters Score -413699.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -413717.218750 Penalty: 1710.372925
	Iteration 42Q: 3 clusters Score -413717.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -413730.843750 Penalty: 1710.372925
	Iteration 43Q: 3 clusters Score -413730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -413739.187500 Penalty: 1710.372925
	Iteration 44Q: 3 clusters Score -413739.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -413747.187500 Penalty: 1710.372925
	Iteration 45Q: 3 clusters Score -413747.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -413751.375000 Penalty: 1710.372925
	Iteration 46Q: 3 clusters Score -413751.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -413754.375000 Penalty: 1710.372925
	Iteration 47Q: 3 clusters Score -413754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -413756.593750 Penalty: 1710.372925
	Iteration 48Q: 3 clusters Score -413756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -413757.718750 Penalty: 1710.372925
	Iteration 49Q: 3 clusters Score -413757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -413758.281250 Penalty: 1710.372925
	Iteration 50Q: 3 clusters Score -413758.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -413759.031250 Penalty: 1710.372925
	Iteration 51Q: 3 clusters Score -413759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -413759.031250 Penalty: 1710.372925
	Iteration 52F: 3 clusters Score -413759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5486 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4894 members 
Mstep: Class 8 contains 36549 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132864 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286606 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 7195 members 
Entering Unmasked Estep 
Score: -38633572.000000 Penalty: 35938.746094
Splitting cluster 4 changes total score from -38633648.000000 to -38633572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Entering Unmasked Estep 
Score: -541601.250000 Penalty: 888.367065
	Iteration 0F: 2 clusters Score -541601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -533764.437500 Penalty: 1776.734131
	Iteration 0F: 3 clusters Score -533764.4 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -536961.312500 Penalty: 1776.734131
	Iteration 1F: 3 clusters Score -536961.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -537658.812500 Penalty: 1776.734131
	Iteration 2F: 3 clusters Score -537658.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -538441.312500 Penalty: 1776.734131
	Iteration 3F: 3 clusters Score -538441.3 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -539143.375000 Penalty: 1776.734131
	Iteration 4F: 3 clusters Score -539143.4 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -539692.125000 Penalty: 1776.734131
	Iteration 5F: 3 clusters Score -539692.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -540050.687500 Penalty: 1776.734131
	Iteration 6Q: 3 clusters Score -540050.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -540321.125000 Penalty: 1776.734131
	Iteration 7Q: 3 clusters Score -540321.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -540493.937500 Penalty: 1776.734131
	Iteration 8Q: 3 clusters Score -540493.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -540602.125000 Penalty: 1776.734131
	Iteration 9Q: 3 clusters Score -540602.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -540662.812500 Penalty: 1776.734131
	Iteration 10Q: 3 clusters Score -540662.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -540710.000000 Penalty: 1776.734131
	Iteration 11Q: 3 clusters Score -540710 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -540754.687500 Penalty: 1776.734131
	Iteration 12Q: 3 clusters Score -540754.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -540786.500000 Penalty: 1776.734131
	Iteration 13Q: 3 clusters Score -540786.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -540808.250000 Penalty: 1776.734131
	Iteration 14Q: 3 clusters Score -540808.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -540821.187500 Penalty: 1776.734131
	Iteration 15Q: 3 clusters Score -540821.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -540832.750000 Penalty: 1776.734131
	Iteration 16Q: 3 clusters Score -540832.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -540846.625000 Penalty: 1776.734131
	Iteration 17Q: 3 clusters Score -540846.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -540860.250000 Penalty: 1776.734131
	Iteration 18Q: 3 clusters Score -540860.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -540874.625000 Penalty: 1776.734131
	Iteration 19Q: 3 clusters Score -540874.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -540892.312500 Penalty: 1776.734131
	Iteration 20F: 3 clusters Score -540892.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -540916.500000 Penalty: 1776.734131
	Iteration 21Q: 3 clusters Score -540916.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -540939.250000 Penalty: 1776.734131
	Iteration 22Q: 3 clusters Score -540939.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -540964.062500 Penalty: 1776.734131
	Iteration 23Q: 3 clusters Score -540964.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -540986.812500 Penalty: 1776.734131
	Iteration 24Q: 3 clusters Score -540986.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -541008.375000 Penalty: 1776.734131
	Iteration 25Q: 3 clusters Score -541008.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -541028.500000 Penalty: 1776.734131
	Iteration 26Q: 3 clusters Score -541028.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -541050.625000 Penalty: 1776.734131
	Iteration 27Q: 3 clusters Score -541050.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -541071.687500 Penalty: 1776.734131
	Iteration 28Q: 3 clusters Score -541071.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -541089.937500 Penalty: 1776.734131
	Iteration 29Q: 3 clusters Score -541089.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -541098.875000 Penalty: 1776.734131
	Iteration 30Q: 3 clusters Score -541098.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -541107.125000 Penalty: 1776.734131
	Iteration 31Q: 3 clusters Score -541107.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -541116.375000 Penalty: 1776.734131
	Iteration 32Q: 3 clusters Score -541116.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -541123.750000 Penalty: 1776.734131
	Iteration 33Q: 3 clusters Score -541123.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -541131.937500 Penalty: 1776.734131
	Iteration 34Q: 3 clusters Score -541131.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -541140.062500 Penalty: 1776.734131
	Iteration 35Q: 3 clusters Score -541140.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -541149.937500 Penalty: 1776.734131
	Iteration 36Q: 3 clusters Score -541149.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -541158.687500 Penalty: 1776.734131
	Iteration 37Q: 3 clusters Score -541158.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -541165.000000 Penalty: 1776.734131
	Iteration 38Q: 3 clusters Score -541165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -541170.750000 Penalty: 1776.734131
	Iteration 39Q: 3 clusters Score -541170.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -541178.687500 Penalty: 1776.734131
	Iteration 40F: 3 clusters Score -541178.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -541182.562500 Penalty: 1776.734131
	Iteration 41Q: 3 clusters Score -541182.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -541185.250000 Penalty: 1776.734131
	Iteration 42Q: 3 clusters Score -541185.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -541190.875000 Penalty: 1776.734131
	Iteration 43Q: 3 clusters Score -541190.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -541196.750000 Penalty: 1776.734131
	Iteration 44Q: 3 clusters Score -541196.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -541198.312500 Penalty: 1776.734131
	Iteration 45Q: 3 clusters Score -541198.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -541203.687500 Penalty: 1776.734131
	Iteration 46Q: 3 clusters Score -541203.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -541205.687500 Penalty: 1776.734131
	Iteration 47Q: 3 clusters Score -541205.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -541209.125000 Penalty: 1776.734131
	Iteration 48Q: 3 clusters Score -541209.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -541216.125000 Penalty: 1776.734131
	Iteration 49Q: 3 clusters Score -541216.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -541223.937500 Penalty: 1776.734131
	Iteration 50Q: 3 clusters Score -541223.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -541231.125000 Penalty: 1776.734131
	Iteration 51Q: 3 clusters Score -541231.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -541238.437500 Penalty: 1776.734131
	Iteration 52Q: 3 clusters Score -541238.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -541243.937500 Penalty: 1776.734131
	Iteration 53Q: 3 clusters Score -541243.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -541249.750000 Penalty: 1776.734131
	Iteration 54Q: 3 clusters Score -541249.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -541256.375000 Penalty: 1776.734131
	Iteration 55Q: 3 clusters Score -541256.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -541260.187500 Penalty: 1776.734131
	Iteration 56Q: 3 clusters Score -541260.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -541268.250000 Penalty: 1776.734131
	Iteration 57Q: 3 clusters Score -541268.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -541274.000000 Penalty: 1776.734131
	Iteration 58Q: 3 clusters Score -541274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -541280.250000 Penalty: 1776.734131
	Iteration 59Q: 3 clusters Score -541280.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -541287.062500 Penalty: 1776.734131
	Iteration 60F: 3 clusters Score -541287.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -541294.375000 Penalty: 1776.734131
	Iteration 61Q: 3 clusters Score -541294.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -541304.437500 Penalty: 1776.734131
	Iteration 62Q: 3 clusters Score -541304.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -541315.500000 Penalty: 1776.734131
	Iteration 63Q: 3 clusters Score -541315.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -541326.187500 Penalty: 1776.734131
	Iteration 64Q: 3 clusters Score -541326.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -541337.500000 Penalty: 1776.734131
	Iteration 65Q: 3 clusters Score -541337.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -541348.125000 Penalty: 1776.734131
	Iteration 66Q: 3 clusters Score -541348.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -541354.625000 Penalty: 1776.734131
	Iteration 67Q: 3 clusters Score -541354.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -541357.062500 Penalty: 1776.734131
	Iteration 68Q: 3 clusters Score -541357.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -541363.875000 Penalty: 1776.734131
	Iteration 69Q: 3 clusters Score -541363.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -541368.812500 Penalty: 1776.734131
	Iteration 70Q: 3 clusters Score -541368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -541375.625000 Penalty: 1776.734131
	Iteration 71Q: 3 clusters Score -541375.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -541383.562500 Penalty: 1776.734131
	Iteration 72Q: 3 clusters Score -541383.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -541395.187500 Penalty: 1776.734131
	Iteration 73Q: 3 clusters Score -541395.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -541400.875000 Penalty: 1776.734131
	Iteration 74Q: 3 clusters Score -541400.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -541409.000000 Penalty: 1776.734131
	Iteration 75Q: 3 clusters Score -541409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -541419.750000 Penalty: 1776.734131
	Iteration 76Q: 3 clusters Score -541419.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -541424.625000 Penalty: 1776.734131
	Iteration 77Q: 3 clusters Score -541424.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -541428.750000 Penalty: 1776.734131
	Iteration 78Q: 3 clusters Score -541428.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -541433.187500 Penalty: 1776.734131
	Iteration 79Q: 3 clusters Score -541433.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -541441.812500 Penalty: 1776.734131
	Iteration 80F: 3 clusters Score -541441.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -541448.750000 Penalty: 1776.734131
	Iteration 81Q: 3 clusters Score -541448.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -541455.000000 Penalty: 1776.734131
	Iteration 82Q: 3 clusters Score -541455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -541462.062500 Penalty: 1776.734131
	Iteration 83Q: 3 clusters Score -541462.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -541472.750000 Penalty: 1776.734131
	Iteration 84Q: 3 clusters Score -541472.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -541478.750000 Penalty: 1776.734131
	Iteration 85Q: 3 clusters Score -541478.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -541485.375000 Penalty: 1776.734131
	Iteration 86Q: 3 clusters Score -541485.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -541491.375000 Penalty: 1776.734131
	Iteration 87Q: 3 clusters Score -541491.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -541494.125000 Penalty: 1776.734131
	Iteration 88Q: 3 clusters Score -541494.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -541498.875000 Penalty: 1776.734131
	Iteration 89Q: 3 clusters Score -541498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -541501.562500 Penalty: 1776.734131
	Iteration 90Q: 3 clusters Score -541501.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -541504.187500 Penalty: 1776.734131
	Iteration 91Q: 3 clusters Score -541504.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -541509.312500 Penalty: 1776.734131
	Iteration 92Q: 3 clusters Score -541509.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -541514.000000 Penalty: 1776.734131
	Iteration 93Q: 3 clusters Score -541514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -541517.562500 Penalty: 1776.734131
	Iteration 94Q: 3 clusters Score -541517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -541518.062500 Penalty: 1776.734131
	Iteration 95Q: 3 clusters Score -541518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -541521.625000 Penalty: 1776.734131
	Iteration 96Q: 3 clusters Score -541521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -541525.187500 Penalty: 1776.734131
	Iteration 97Q: 3 clusters Score -541525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -541526.500000 Penalty: 1776.734131
	Iteration 98Q: 3 clusters Score -541526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -541527.125000 Penalty: 1776.734131
	Iteration 99Q: 3 clusters Score -541527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -541526.812500 Penalty: 1776.734131
	Iteration 100F: 3 clusters Score -541526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Entering Unmasked Estep 
Score: -1078098.000000 Penalty: 941.545837
	Iteration 0F: 2 clusters Score -1078098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1064694.875000 Penalty: 1883.091675
	Iteration 0F: 3 clusters Score -1064695 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1070052.375000 Penalty: 1883.091675
	Iteration 1F: 3 clusters Score -1070052 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1070440.500000 Penalty: 1883.091675
	Iteration 2Q: 3 clusters Score -1070440 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1070861.750000 Penalty: 1883.091675
	Iteration 3Q: 3 clusters Score -1070862 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1071371.750000 Penalty: 1883.091675
	Iteration 4Q: 3 clusters Score -1071372 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1072015.375000 Penalty: 1883.091675
	Iteration 5F: 3 clusters Score -1072015 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1072835.250000 Penalty: 1883.091675
	Iteration 6F: 3 clusters Score -1072835 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1073638.625000 Penalty: 1883.091675
	Iteration 7F: 3 clusters Score -1073639 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1074174.250000 Penalty: 1883.091675
	Iteration 8Q: 3 clusters Score -1074174 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1074489.875000 Penalty: 1883.091675
	Iteration 9Q: 3 clusters Score -1074490 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1074684.375000 Penalty: 1883.091675
	Iteration 10Q: 3 clusters Score -1074684 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1074842.000000 Penalty: 1883.091675
	Iteration 11Q: 3 clusters Score -1074842 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1074989.875000 Penalty: 1883.091675
	Iteration 12Q: 3 clusters Score -1074990 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1075127.250000 Penalty: 1883.091675
	Iteration 13Q: 3 clusters Score -1075127 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1075262.625000 Penalty: 1883.091675
	Iteration 14Q: 3 clusters Score -1075263 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1075387.750000 Penalty: 1883.091675
	Iteration 15Q: 3 clusters Score -1075388 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1075490.500000 Penalty: 1883.091675
	Iteration 16Q: 3 clusters Score -1075490 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1075571.125000 Penalty: 1883.091675
	Iteration 17Q: 3 clusters Score -1075571 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1075645.250000 Penalty: 1883.091675
	Iteration 18Q: 3 clusters Score -1075645 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1075690.000000 Penalty: 1883.091675
	Iteration 19Q: 3 clusters Score -1075690 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1075735.625000 Penalty: 1883.091675
	Iteration 20F: 3 clusters Score -1075736 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1075770.750000 Penalty: 1883.091675
	Iteration 21Q: 3 clusters Score -1075771 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1075795.000000 Penalty: 1883.091675
	Iteration 22Q: 3 clusters Score -1075795 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1075811.250000 Penalty: 1883.091675
	Iteration 23Q: 3 clusters Score -1075811 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1075824.000000 Penalty: 1883.091675
	Iteration 24Q: 3 clusters Score -1075824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1075838.250000 Penalty: 1883.091675
	Iteration 25Q: 3 clusters Score -1075838 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1075847.500000 Penalty: 1883.091675
	Iteration 26Q: 3 clusters Score -1075848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1075855.375000 Penalty: 1883.091675
	Iteration 27Q: 3 clusters Score -1075855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1075864.250000 Penalty: 1883.091675
	Iteration 28Q: 3 clusters Score -1075864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1075881.125000 Penalty: 1883.091675
	Iteration 29Q: 3 clusters Score -1075881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1075897.250000 Penalty: 1883.091675
	Iteration 30Q: 3 clusters Score -1075897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1075904.875000 Penalty: 1883.091675
	Iteration 31Q: 3 clusters Score -1075905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1075912.125000 Penalty: 1883.091675
	Iteration 32Q: 3 clusters Score -1075912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1075920.500000 Penalty: 1883.091675
	Iteration 33Q: 3 clusters Score -1075920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1075928.125000 Penalty: 1883.091675
	Iteration 34Q: 3 clusters Score -1075928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1075938.875000 Penalty: 1883.091675
	Iteration 35Q: 3 clusters Score -1075939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1075948.500000 Penalty: 1883.091675
	Iteration 36Q: 3 clusters Score -1075948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1075957.875000 Penalty: 1883.091675
	Iteration 37Q: 3 clusters Score -1075958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1075975.250000 Penalty: 1883.091675
	Iteration 38Q: 3 clusters Score -1075975 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1075997.000000 Penalty: 1883.091675
	Iteration 39Q: 3 clusters Score -1075997 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1076009.750000 Penalty: 1883.091675
	Iteration 40F: 3 clusters Score -1076010 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1076039.125000 Penalty: 1883.091675
	Iteration 41Q: 3 clusters Score -1076039 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1076061.500000 Penalty: 1883.091675
	Iteration 42Q: 3 clusters Score -1076062 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1076090.875000 Penalty: 1883.091675
	Iteration 43Q: 3 clusters Score -1076091 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1076124.125000 Penalty: 1883.091675
	Iteration 44Q: 3 clusters Score -1076124 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1076151.250000 Penalty: 1883.091675
	Iteration 45Q: 3 clusters Score -1076151 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1076176.000000 Penalty: 1883.091675
	Iteration 46Q: 3 clusters Score -1076176 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1076207.125000 Penalty: 1883.091675
	Iteration 47Q: 3 clusters Score -1076207 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1076243.000000 Penalty: 1883.091675
	Iteration 48Q: 3 clusters Score -1076243 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1076285.625000 Penalty: 1883.091675
	Iteration 49Q: 3 clusters Score -1076286 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1076340.125000 Penalty: 1883.091675
	Iteration 50Q: 3 clusters Score -1076340 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1076382.500000 Penalty: 1883.091675
	Iteration 51Q: 3 clusters Score -1076382 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1076436.625000 Penalty: 1883.091675
	Iteration 52Q: 3 clusters Score -1076437 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1076494.375000 Penalty: 1883.091675
	Iteration 53Q: 3 clusters Score -1076494 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1076539.875000 Penalty: 1883.091675
	Iteration 54Q: 3 clusters Score -1076540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1076587.750000 Penalty: 1883.091675
	Iteration 55Q: 3 clusters Score -1076588 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1076626.500000 Penalty: 1883.091675
	Iteration 56Q: 3 clusters Score -1076626 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1076667.500000 Penalty: 1883.091675
	Iteration 57Q: 3 clusters Score -1076668 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1076717.750000 Penalty: 1883.091675
	Iteration 58Q: 3 clusters Score -1076718 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1076760.625000 Penalty: 1883.091675
	Iteration 59Q: 3 clusters Score -1076761 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1076804.125000 Penalty: 1883.091675
	Iteration 60F: 3 clusters Score -1076804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1076843.750000 Penalty: 1883.091675
	Iteration 61Q: 3 clusters Score -1076844 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1076875.500000 Penalty: 1883.091675
	Iteration 62Q: 3 clusters Score -1076876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1076913.500000 Penalty: 1883.091675
	Iteration 63Q: 3 clusters Score -1076914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1076959.500000 Penalty: 1883.091675
	Iteration 64Q: 3 clusters Score -1076960 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1076994.750000 Penalty: 1883.091675
	Iteration 65Q: 3 clusters Score -1076995 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1077027.375000 Penalty: 1883.091675
	Iteration 66Q: 3 clusters Score -1077027 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1077064.875000 Penalty: 1883.091675
	Iteration 67Q: 3 clusters Score -1077065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1077091.875000 Penalty: 1883.091675
	Iteration 68Q: 3 clusters Score -1077092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1077116.750000 Penalty: 1883.091675
	Iteration 69Q: 3 clusters Score -1077117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -1077141.125000 Penalty: 1883.091675
	Iteration 70Q: 3 clusters Score -1077141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1077164.125000 Penalty: 1883.091675
	Iteration 71Q: 3 clusters Score -1077164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1077186.875000 Penalty: 1883.091675
	Iteration 72Q: 3 clusters Score -1077187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1077203.750000 Penalty: 1883.091675
	Iteration 73Q: 3 clusters Score -1077204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1077216.250000 Penalty: 1883.091675
	Iteration 74Q: 3 clusters Score -1077216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1077223.000000 Penalty: 1883.091675
	Iteration 75Q: 3 clusters Score -1077223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -1077230.375000 Penalty: 1883.091675
	Iteration 76Q: 3 clusters Score -1077230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1077239.000000 Penalty: 1883.091675
	Iteration 77Q: 3 clusters Score -1077239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1077242.375000 Penalty: 1883.091675
	Iteration 78Q: 3 clusters Score -1077242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1077249.875000 Penalty: 1883.091675
	Iteration 79Q: 3 clusters Score -1077250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1077255.125000 Penalty: 1883.091675
	Iteration 80F: 3 clusters Score -1077255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1077259.000000 Penalty: 1883.091675
	Iteration 81Q: 3 clusters Score -1077259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1077267.375000 Penalty: 1883.091675
	Iteration 82Q: 3 clusters Score -1077267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1077281.250000 Penalty: 1883.091675
	Iteration 83Q: 3 clusters Score -1077281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1077295.250000 Penalty: 1883.091675
	Iteration 84Q: 3 clusters Score -1077295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1077304.375000 Penalty: 1883.091675
	Iteration 85Q: 3 clusters Score -1077304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1077311.000000 Penalty: 1883.091675
	Iteration 86Q: 3 clusters Score -1077311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -1077319.125000 Penalty: 1883.091675
	Iteration 87Q: 3 clusters Score -1077319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -1077325.500000 Penalty: 1883.091675
	Iteration 88Q: 3 clusters Score -1077326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -1077330.250000 Penalty: 1883.091675
	Iteration 89Q: 3 clusters Score -1077330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -1077334.000000 Penalty: 1883.091675
	Iteration 90Q: 3 clusters Score -1077334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1077335.500000 Penalty: 1883.091675
	Iteration 91Q: 3 clusters Score -1077336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1077336.625000 Penalty: 1883.091675
	Iteration 92Q: 3 clusters Score -1077337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -1077340.625000 Penalty: 1883.091675
	Iteration 93Q: 3 clusters Score -1077341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1077341.000000 Penalty: 1883.091675
	Iteration 94Q: 3 clusters Score -1077341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1077343.625000 Penalty: 1883.091675
	Iteration 95Q: 3 clusters Score -1077344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1077344.375000 Penalty: 1883.091675
	Iteration 96Q: 3 clusters Score -1077344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1077345.250000 Penalty: 1883.091675
	Iteration 97Q: 3 clusters Score -1077345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1077344.125000 Penalty: 1883.091675
	Iteration 98Q: 3 clusters Score -1077344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1077344.875000 Penalty: 1883.091675
	Iteration 99Q: 3 clusters Score -1077345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1077345.000000 Penalty: 1883.091675
	Iteration 100F: 3 clusters Score -1077345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1077349.875000 Penalty: 1883.091675
	Iteration 101Q: 3 clusters Score -1077350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1077350.125000 Penalty: 1883.091675
	Iteration 102Q: 3 clusters Score -1077350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1077349.500000 Penalty: 1883.091675
	Iteration 103Q: 3 clusters Score -1077350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1077352.125000 Penalty: 1883.091675
	Iteration 104Q: 3 clusters Score -1077352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1077352.750000 Penalty: 1883.091675
	Iteration 105Q: 3 clusters Score -1077353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1077354.500000 Penalty: 1883.091675
	Iteration 106Q: 3 clusters Score -1077354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1077354.125000 Penalty: 1883.091675
	Iteration 107Q: 3 clusters Score -1077354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1077354.500000 Penalty: 1883.091675
	Iteration 108Q: 3 clusters Score -1077354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1077358.375000 Penalty: 1883.091675
	Iteration 109Q: 3 clusters Score -1077358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1077359.750000 Penalty: 1883.091675
	Iteration 110Q: 3 clusters Score -1077360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1077359.875000 Penalty: 1883.091675
	Iteration 111Q: 3 clusters Score -1077360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -1077361.625000 Penalty: 1883.091675
	Iteration 112Q: 3 clusters Score -1077362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1077362.000000 Penalty: 1883.091675
	Iteration 113Q: 3 clusters Score -1077362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -1077361.375000 Penalty: 1883.091675
	Iteration 114Q: 3 clusters Score -1077361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1077363.375000 Penalty: 1883.091675
	Iteration 115Q: 3 clusters Score -1077363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1077362.625000 Penalty: 1883.091675
	Iteration 116Q: 3 clusters Score -1077363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1077364.000000 Penalty: 1883.091675
	Iteration 117Q: 3 clusters Score -1077364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1077364.000000 Penalty: 1883.091675
	Iteration 118F: 3 clusters Score -1077364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Entering Unmasked Estep 
Score: -239397.265625 Penalty: 807.097717
	Iteration 0F: 2 clusters Score -239397.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -235878.171875 Penalty: 1614.195435
	Iteration 0F: 3 clusters Score -235878.2 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -237282.453125 Penalty: 1614.195435
	Iteration 1F: 3 clusters Score -237282.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -237585.640625 Penalty: 1614.195435
	Iteration 2F: 3 clusters Score -237585.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -237886.484375 Penalty: 1614.195435
	Iteration 3F: 3 clusters Score -237886.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -238206.937500 Penalty: 1614.195435
	Iteration 4F: 3 clusters Score -238206.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -238493.375000 Penalty: 1614.195435
	Iteration 5F: 3 clusters Score -238493.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -238710.562500 Penalty: 1614.195435
	Iteration 6F: 3 clusters Score -238710.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -238867.437500 Penalty: 1614.195435
	Iteration 7Q: 3 clusters Score -238867.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -238954.906250 Penalty: 1614.195435
	Iteration 8Q: 3 clusters Score -238954.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -238995.015625 Penalty: 1614.195435
	Iteration 9Q: 3 clusters Score -238995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -239009.234375 Penalty: 1614.195435
	Iteration 10Q: 3 clusters Score -239009.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -239018.015625 Penalty: 1614.195435
	Iteration 11Q: 3 clusters Score -239018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -239022.171875 Penalty: 1614.195435
	Iteration 12Q: 3 clusters Score -239022.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -239026.046875 Penalty: 1614.195435
	Iteration 13Q: 3 clusters Score -239026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -239034.578125 Penalty: 1614.195435
	Iteration 14Q: 3 clusters Score -239034.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -239046.968750 Penalty: 1614.195435
	Iteration 15Q: 3 clusters Score -239047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -239060.859375 Penalty: 1614.195435
	Iteration 16Q: 3 clusters Score -239060.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -239069.359375 Penalty: 1614.195435
	Iteration 17Q: 3 clusters Score -239069.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -239075.593750 Penalty: 1614.195435
	Iteration 18Q: 3 clusters Score -239075.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -239081.953125 Penalty: 1614.195435
	Iteration 19Q: 3 clusters Score -239082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -239087.421875 Penalty: 1614.195435
	Iteration 20F: 3 clusters Score -239087.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -239093.921875 Penalty: 1614.195435
	Iteration 21Q: 3 clusters Score -239093.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -239098.515625 Penalty: 1614.195435
	Iteration 22Q: 3 clusters Score -239098.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -239101.515625 Penalty: 1614.195435
	Iteration 23Q: 3 clusters Score -239101.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -239102.296875 Penalty: 1614.195435
	Iteration 24Q: 3 clusters Score -239102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -239103.640625 Penalty: 1614.195435
	Iteration 25Q: 3 clusters Score -239103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -239104.359375 Penalty: 1614.195435
	Iteration 26Q: 3 clusters Score -239104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -239103.984375 Penalty: 1614.195435
	Iteration 27Q: 3 clusters Score -239104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -239104.109375 Penalty: 1614.195435
	Iteration 28Q: 3 clusters Score -239104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -239104.578125 Penalty: 1614.195435
	Iteration 29Q: 3 clusters Score -239104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -239104.578125 Penalty: 1614.195435
	Iteration 30F: 3 clusters Score -239104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Entering Unmasked Estep 
Score: -2261575.000000 Penalty: 998.108826
	Iteration 0F: 2 clusters Score -2261575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2237244.750000 Penalty: 1996.217651
	Iteration 0F: 3 clusters Score -2237245 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2247209.000000 Penalty: 1996.217651
	Iteration 1F: 3 clusters Score -2247209 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2247829.250000 Penalty: 1996.217651
	Iteration 2Q: 3 clusters Score -2247829 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2248804.750000 Penalty: 1996.217651
	Iteration 3F: 3 clusters Score -2248805 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2250344.500000 Penalty: 1996.217651
	Iteration 4F: 3 clusters Score -2250344 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2252436.000000 Penalty: 1996.217651
	Iteration 5F: 3 clusters Score -2252436 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -2254606.750000 Penalty: 1996.217651
	Iteration 6F: 3 clusters Score -2254607 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -2256190.000000 Penalty: 1996.217651
	Iteration 7F: 3 clusters Score -2256190 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -2257197.250000 Penalty: 1996.217651
	Iteration 8Q: 3 clusters Score -2257197 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -2257807.500000 Penalty: 1996.217651
	Iteration 9Q: 3 clusters Score -2257808 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -2258282.750000 Penalty: 1996.217651
	Iteration 10Q: 3 clusters Score -2258283 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -2258698.500000 Penalty: 1996.217651
	Iteration 11Q: 3 clusters Score -2258698 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -2259062.750000 Penalty: 1996.217651
	Iteration 12Q: 3 clusters Score -2259063 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -2259366.750000 Penalty: 1996.217651
	Iteration 13Q: 3 clusters Score -2259367 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -2259666.500000 Penalty: 1996.217651
	Iteration 14Q: 3 clusters Score -2259666 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -2259937.500000 Penalty: 1996.217651
	Iteration 15Q: 3 clusters Score -2259938 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -2260192.500000 Penalty: 1996.217651
	Iteration 16Q: 3 clusters Score -2260192 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -2260400.500000 Penalty: 1996.217651
	Iteration 17Q: 3 clusters Score -2260400 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -2260507.750000 Penalty: 1996.217651
	Iteration 18Q: 3 clusters Score -2260508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -2260571.500000 Penalty: 1996.217651
	Iteration 19Q: 3 clusters Score -2260572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -2260609.750000 Penalty: 1996.217651
	Iteration 20F: 3 clusters Score -2260610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -2260637.250000 Penalty: 1996.217651
	Iteration 21Q: 3 clusters Score -2260637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -2260650.500000 Penalty: 1996.217651
	Iteration 22Q: 3 clusters Score -2260650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -2260658.000000 Penalty: 1996.217651
	Iteration 23Q: 3 clusters Score -2260658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -2260666.750000 Penalty: 1996.217651
	Iteration 24Q: 3 clusters Score -2260667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -2260671.000000 Penalty: 1996.217651
	Iteration 25Q: 3 clusters Score -2260671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -2260670.500000 Penalty: 1996.217651
	Iteration 26Q: 3 clusters Score -2260670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -2260670.500000 Penalty: 1996.217651
	Iteration 27F: 3 clusters Score -2260670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -78561.460938 Penalty: 693.737183
	Iteration 0F: 2 clusters Score -78561.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -77159.843750 Penalty: 1387.474365
	Iteration 0F: 3 clusters Score -77159.84 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -77515.906250 Penalty: 1387.474365
	Iteration 1F: 3 clusters Score -77515.91 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -77594.718750 Penalty: 1387.474365
	Iteration 2F: 3 clusters Score -77594.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -77634.351562 Penalty: 1387.474365
	Iteration 3F: 3 clusters Score -77634.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -77650.039062 Penalty: 1387.474365
	Iteration 4Q: 3 clusters Score -77650.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -77663.453125 Penalty: 1387.474365
	Iteration 5Q: 3 clusters Score -77663.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -77676.093750 Penalty: 1387.474365
	Iteration 6Q: 3 clusters Score -77676.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -77681.460938 Penalty: 1387.474365
	Iteration 7Q: 3 clusters Score -77681.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -77685.523438 Penalty: 1387.474365
	Iteration 8Q: 3 clusters Score -77685.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -77687.257812 Penalty: 1387.474365
	Iteration 9Q: 3 clusters Score -77687.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -77689.218750 Penalty: 1387.474365
	Iteration 10Q: 3 clusters Score -77689.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -77691.781250 Penalty: 1387.474365
	Iteration 11Q: 3 clusters Score -77691.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -77693.289062 Penalty: 1387.474365
	Iteration 12Q: 3 clusters Score -77693.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -77694.703125 Penalty: 1387.474365
	Iteration 13Q: 3 clusters Score -77694.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -77696.046875 Penalty: 1387.474365
	Iteration 14Q: 3 clusters Score -77696.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77697.414062 Penalty: 1387.474365
	Iteration 15Q: 3 clusters Score -77697.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -77699.843750 Penalty: 1387.474365
	Iteration 16Q: 3 clusters Score -77699.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -77701.703125 Penalty: 1387.474365
	Iteration 17Q: 3 clusters Score -77701.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -77706.335938 Penalty: 1387.474365
	Iteration 18Q: 3 clusters Score -77706.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -77709.992188 Penalty: 1387.474365
	Iteration 19Q: 3 clusters Score -77709.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -77713.578125 Penalty: 1387.474365
	Iteration 20F: 3 clusters Score -77713.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -77714.328125 Penalty: 1387.474365
	Iteration 21Q: 3 clusters Score -77714.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -77714.640625 Penalty: 1387.474365
	Iteration 22Q: 3 clusters Score -77714.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -77715.257812 Penalty: 1387.474365
	Iteration 23Q: 3 clusters Score -77715.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -77715.257812 Penalty: 1387.474365
	Iteration 24F: 3 clusters Score -77715.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -269695.187500 Penalty: 798.849243
	Iteration 0F: 2 clusters Score -269695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -266394.968750 Penalty: 1597.698486
	Iteration 0F: 3 clusters Score -266395 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -267434.906250 Penalty: 1597.698486
	Iteration 1F: 3 clusters Score -267434.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -267533.656250 Penalty: 1597.698486
	Iteration 2F: 3 clusters Score -267533.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -267602.656250 Penalty: 1597.698486
	Iteration 3Q: 3 clusters Score -267602.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -267650.843750 Penalty: 1597.698486
	Iteration 4Q: 3 clusters Score -267650.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -267683.468750 Penalty: 1597.698486
	Iteration 5Q: 3 clusters Score -267683.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -267723.937500 Penalty: 1597.698486
	Iteration 6Q: 3 clusters Score -267723.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -267769.093750 Penalty: 1597.698486
	Iteration 7Q: 3 clusters Score -267769.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -267818.906250 Penalty: 1597.698486
	Iteration 8Q: 3 clusters Score -267818.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -267866.875000 Penalty: 1597.698486
	Iteration 9Q: 3 clusters Score -267866.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -267931.187500 Penalty: 1597.698486
	Iteration 10Q: 3 clusters Score -267931.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -268017.625000 Penalty: 1597.698486
	Iteration 11Q: 3 clusters Score -268017.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -268117.218750 Penalty: 1597.698486
	Iteration 12Q: 3 clusters Score -268117.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -268246.437500 Penalty: 1597.698486
	Iteration 13Q: 3 clusters Score -268246.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -268386.687500 Penalty: 1597.698486
	Iteration 14Q: 3 clusters Score -268386.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -268536.812500 Penalty: 1597.698486
	Iteration 15Q: 3 clusters Score -268536.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -268683.406250 Penalty: 1597.698486
	Iteration 16Q: 3 clusters Score -268683.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -268804.343750 Penalty: 1597.698486
	Iteration 17Q: 3 clusters Score -268804.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -268873.531250 Penalty: 1597.698486
	Iteration 18Q: 3 clusters Score -268873.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -268904.031250 Penalty: 1597.698486
	Iteration 19Q: 3 clusters Score -268904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -268925.562500 Penalty: 1597.698486
	Iteration 20F: 3 clusters Score -268925.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -268940.468750 Penalty: 1597.698486
	Iteration 21Q: 3 clusters Score -268940.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -268953.468750 Penalty: 1597.698486
	Iteration 22Q: 3 clusters Score -268953.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -268962.281250 Penalty: 1597.698486
	Iteration 23Q: 3 clusters Score -268962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -268968.781250 Penalty: 1597.698486
	Iteration 24Q: 3 clusters Score -268968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -268979.468750 Penalty: 1597.698486
	Iteration 25Q: 3 clusters Score -268979.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -268996.406250 Penalty: 1597.698486
	Iteration 26Q: 3 clusters Score -268996.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -269009.312500 Penalty: 1597.698486
	Iteration 27Q: 3 clusters Score -269009.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -269015.468750 Penalty: 1597.698486
	Iteration 28Q: 3 clusters Score -269015.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -269022.187500 Penalty: 1597.698486
	Iteration 29Q: 3 clusters Score -269022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -269031.843750 Penalty: 1597.698486
	Iteration 30Q: 3 clusters Score -269031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -269038.000000 Penalty: 1597.698486
	Iteration 31Q: 3 clusters Score -269038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -269039.906250 Penalty: 1597.698486
	Iteration 32Q: 3 clusters Score -269039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -269040.843750 Penalty: 1597.698486
	Iteration 33Q: 3 clusters Score -269040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -269042.218750 Penalty: 1597.698486
	Iteration 34Q: 3 clusters Score -269042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -269042.218750 Penalty: 1597.698486
	Iteration 35F: 3 clusters Score -269042.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132864 members 
Entering Unmasked Estep 
Score: -7237716.000000 Penalty: 1120.722656
	Iteration 0F: 2 clusters Score -7237716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -7148418.500000 Penalty: 2241.445312
	Iteration 0F: 3 clusters Score -7148418 nChanged 64404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -7186861.500000 Penalty: 2241.445312
	Iteration 1F: 3 clusters Score -7186862 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -7188895.500000 Penalty: 2241.445312
	Iteration 2Q: 3 clusters Score -7188896 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -7192797.000000 Penalty: 2241.445312
	Iteration 3F: 3 clusters Score -7192797 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -7199975.000000 Penalty: 2241.445312
	Iteration 4F: 3 clusters Score -7199975 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 105996 members 
Entering Unmasked Estep 
Score: -7211041.000000 Penalty: 2241.445312
	Iteration 5F: 3 clusters Score -7211041 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -7222681.000000 Penalty: 2241.445312
	Iteration 6F: 3 clusters Score -7222681 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 125560 members 
Entering Unmasked Estep 
Score: -7230660.000000 Penalty: 2241.445312
	Iteration 7F: 3 clusters Score -7230660 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 129518 members 
Entering Unmasked Estep 
Score: -7234244.000000 Penalty: 2241.445312
	Iteration 8Q: 3 clusters Score -7234244 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 131276 members 
Entering Unmasked Estep 
Score: -7235684.500000 Penalty: 2241.445312
	Iteration 9Q: 3 clusters Score -7235684 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -7236258.500000 Penalty: 2241.445312
	Iteration 10Q: 3 clusters Score -7236258 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 132296 members 
Entering Unmasked Estep 
Score: -7236506.000000 Penalty: 2241.445312
	Iteration 11Q: 3 clusters Score -7236506 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 132409 members 
Entering Unmasked Estep 
Score: -7236627.000000 Penalty: 2241.445312
	Iteration 12Q: 3 clusters Score -7236627 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 132456 members 
Entering Unmasked Estep 
Score: -7236692.500000 Penalty: 2241.445312
	Iteration 13Q: 3 clusters Score -7236692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 132491 members 
Entering Unmasked Estep 
Score: -7236743.500000 Penalty: 2241.445312
	Iteration 14Q: 3 clusters Score -7236744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 132496 members 
Entering Unmasked Estep 
Score: -7236780.000000 Penalty: 2241.445312
	Iteration 15Q: 3 clusters Score -7236780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 132499 members 
Entering Unmasked Estep 
Score: -7236811.500000 Penalty: 2241.445312
	Iteration 16Q: 3 clusters Score -7236812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 132508 members 
Entering Unmasked Estep 
Score: -7236851.000000 Penalty: 2241.445312
	Iteration 17Q: 3 clusters Score -7236851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 132512 members 
Entering Unmasked Estep 
Score: -7236880.500000 Penalty: 2241.445312
	Iteration 18Q: 3 clusters Score -7236880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -7236907.000000 Penalty: 2241.445312
	Iteration 19Q: 3 clusters Score -7236907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 132516 members 
Entering Unmasked Estep 
Score: -7236926.000000 Penalty: 2241.445312
	Iteration 20F: 3 clusters Score -7236926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -7236939.000000 Penalty: 2241.445312
	Iteration 21Q: 3 clusters Score -7236939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -7236961.000000 Penalty: 2241.445312
	Iteration 22Q: 3 clusters Score -7236961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -7236971.500000 Penalty: 2241.445312
	Iteration 23Q: 3 clusters Score -7236972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 132521 members 
Entering Unmasked Estep 
Score: -7236984.000000 Penalty: 2241.445312
	Iteration 24Q: 3 clusters Score -7236984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 132517 members 
Entering Unmasked Estep 
Score: -7236998.000000 Penalty: 2241.445312
	Iteration 25Q: 3 clusters Score -7236998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 132514 members 
Entering Unmasked Estep 
Score: -7237014.500000 Penalty: 2241.445312
	Iteration 26Q: 3 clusters Score -7237014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 132511 members 
Entering Unmasked Estep 
Score: -7237032.500000 Penalty: 2241.445312
	Iteration 27Q: 3 clusters Score -7237032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 132507 members 
Entering Unmasked Estep 
Score: -7237037.500000 Penalty: 2241.445312
	Iteration 28Q: 3 clusters Score -7237038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -7237045.500000 Penalty: 2241.445312
	Iteration 29Q: 3 clusters Score -7237046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 132490 members 
Entering Unmasked Estep 
Score: -7237056.000000 Penalty: 2241.445312
	Iteration 30Q: 3 clusters Score -7237056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 132481 members 
Entering Unmasked Estep 
Score: -7237072.500000 Penalty: 2241.445312
	Iteration 31Q: 3 clusters Score -7237072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 132473 members 
Entering Unmasked Estep 
Score: -7237084.000000 Penalty: 2241.445312
	Iteration 32Q: 3 clusters Score -7237084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 132470 members 
Entering Unmasked Estep 
Score: -7237088.000000 Penalty: 2241.445312
	Iteration 33Q: 3 clusters Score -7237088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 132459 members 
Entering Unmasked Estep 
Score: -7237102.000000 Penalty: 2241.445312
	Iteration 34Q: 3 clusters Score -7237102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 132453 members 
Entering Unmasked Estep 
Score: -7237107.000000 Penalty: 2241.445312
	Iteration 35Q: 3 clusters Score -7237107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -7237113.500000 Penalty: 2241.445312
	Iteration 36Q: 3 clusters Score -7237114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 132444 members 
Entering Unmasked Estep 
Score: -7237118.500000 Penalty: 2241.445312
	Iteration 37Q: 3 clusters Score -7237118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -7237123.500000 Penalty: 2241.445312
	Iteration 38Q: 3 clusters Score -7237124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -7237126.500000 Penalty: 2241.445312
	Iteration 39Q: 3 clusters Score -7237126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -7237129.500000 Penalty: 2241.445312
	Iteration 40F: 3 clusters Score -7237130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 132428 members 
Entering Unmasked Estep 
Score: -7237137.500000 Penalty: 2241.445312
	Iteration 41Q: 3 clusters Score -7237138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 132422 members 
Entering Unmasked Estep 
Score: -7237144.500000 Penalty: 2241.445312
	Iteration 42Q: 3 clusters Score -7237144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 132415 members 
Entering Unmasked Estep 
Score: -7237149.500000 Penalty: 2241.445312
	Iteration 43Q: 3 clusters Score -7237150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 132410 members 
Entering Unmasked Estep 
Score: -7237156.000000 Penalty: 2241.445312
	Iteration 44Q: 3 clusters Score -7237156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 132406 members 
Entering Unmasked Estep 
Score: -7237160.000000 Penalty: 2241.445312
	Iteration 45Q: 3 clusters Score -7237160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 132403 members 
Entering Unmasked Estep 
Score: -7237165.000000 Penalty: 2241.445312
	Iteration 46Q: 3 clusters Score -7237165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 132404 members 
Entering Unmasked Estep 
Score: -7237166.500000 Penalty: 2241.445312
	Iteration 47Q: 3 clusters Score -7237166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 132399 members 
Entering Unmasked Estep 
Score: -7237170.000000 Penalty: 2241.445312
	Iteration 48Q: 3 clusters Score -7237170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 132396 members 
Entering Unmasked Estep 
Score: -7237169.000000 Penalty: 2241.445312
	Iteration 49Q: 3 clusters Score -7237169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 132394 members 
Entering Unmasked Estep 
Score: -7237173.500000 Penalty: 2241.445312
	Iteration 50Q: 3 clusters Score -7237174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -7237177.000000 Penalty: 2241.445312
	Iteration 51Q: 3 clusters Score -7237177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 132393 members 
Entering Unmasked Estep 
Score: -7237178.000000 Penalty: 2241.445312
	Iteration 52Q: 3 clusters Score -7237178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -7237187.000000 Penalty: 2241.445312
	Iteration 53Q: 3 clusters Score -7237187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -7237188.500000 Penalty: 2241.445312
	Iteration 54Q: 3 clusters Score -7237188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -7237187.500000 Penalty: 2241.445312
	Iteration 55Q: 3 clusters Score -7237188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 132385 members 
Entering Unmasked Estep 
Score: -7237191.000000 Penalty: 2241.445312
	Iteration 56Q: 3 clusters Score -7237191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 132383 members 
Entering Unmasked Estep 
Score: -7237184.500000 Penalty: 2241.445312
	Iteration 57Q: 3 clusters Score -7237184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 132385 members 
Entering Unmasked Estep 
Score: -7237182.000000 Penalty: 2241.445312
	Iteration 58Q: 3 clusters Score -7237182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 132384 members 
Entering Unmasked Estep 
Score: -7237188.000000 Penalty: 2241.445312
	Iteration 59Q: 3 clusters Score -7237188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 132385 members 
Entering Unmasked Estep 
Score: -7237183.000000 Penalty: 2241.445312
	Iteration 60F: 3 clusters Score -7237183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 132386 members 
Entering Unmasked Estep 
Score: -7237183.500000 Penalty: 2241.445312
	Iteration 61Q: 3 clusters Score -7237184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -7237182.500000 Penalty: 2241.445312
	Iteration 62Q: 3 clusters Score -7237182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -7237182.500000 Penalty: 2241.445312
	Iteration 63F: 3 clusters Score -7237182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Entering Unmasked Estep 
Score: -4071272.500000 Penalty: 1066.462769
	Iteration 0F: 2 clusters Score -4071272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -4021291.500000 Penalty: 2132.925537
	Iteration 0F: 3 clusters Score -4021292 nChanged 35987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4042312.500000 Penalty: 2132.925537
	Iteration 1F: 3 clusters Score -4042312 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -4043143.000000 Penalty: 2132.925537
	Iteration 2Q: 3 clusters Score -4043143 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4044419.000000 Penalty: 2132.925537
	Iteration 3Q: 3 clusters Score -4044419 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -4046183.250000 Penalty: 2132.925537
	Iteration 4Q: 3 clusters Score -4046183 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4048381.250000 Penalty: 2132.925537
	Iteration 5F: 3 clusters Score -4048381 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -4050532.000000 Penalty: 2132.925537
	Iteration 6F: 3 clusters Score -4050532 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -4052347.500000 Penalty: 2132.925537
	Iteration 7F: 3 clusters Score -4052348 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4053752.250000 Penalty: 2132.925537
	Iteration 8Q: 3 clusters Score -4053752 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4054674.500000 Penalty: 2132.925537
	Iteration 9Q: 3 clusters Score -4054674 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4055301.000000 Penalty: 2132.925537
	Iteration 10Q: 3 clusters Score -4055301 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4055823.500000 Penalty: 2132.925537
	Iteration 11Q: 3 clusters Score -4055824 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4056261.750000 Penalty: 2132.925537
	Iteration 12Q: 3 clusters Score -4056262 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4056654.000000 Penalty: 2132.925537
	Iteration 13Q: 3 clusters Score -4056654 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -4056990.750000 Penalty: 2132.925537
	Iteration 14Q: 3 clusters Score -4056991 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4057287.250000 Penalty: 2132.925537
	Iteration 15Q: 3 clusters Score -4057287 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4057545.750000 Penalty: 2132.925537
	Iteration 16Q: 3 clusters Score -4057546 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4057755.250000 Penalty: 2132.925537
	Iteration 17Q: 3 clusters Score -4057755 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -4057981.500000 Penalty: 2132.925537
	Iteration 18Q: 3 clusters Score -4057982 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4058123.250000 Penalty: 2132.925537
	Iteration 19Q: 3 clusters Score -4058123 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4058315.500000 Penalty: 2132.925537
	Iteration 20F: 3 clusters Score -4058316 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -4058483.500000 Penalty: 2132.925537
	Iteration 21Q: 3 clusters Score -4058484 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -4058651.250000 Penalty: 2132.925537
	Iteration 22Q: 3 clusters Score -4058651 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -4058767.750000 Penalty: 2132.925537
	Iteration 23Q: 3 clusters Score -4058768 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4058858.500000 Penalty: 2132.925537
	Iteration 24Q: 3 clusters Score -4058858 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4058940.000000 Penalty: 2132.925537
	Iteration 25Q: 3 clusters Score -4058940 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -4058995.500000 Penalty: 2132.925537
	Iteration 26Q: 3 clusters Score -4058996 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -4059060.500000 Penalty: 2132.925537
	Iteration 27Q: 3 clusters Score -4059060 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4059101.250000 Penalty: 2132.925537
	Iteration 28Q: 3 clusters Score -4059101 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4059149.000000 Penalty: 2132.925537
	Iteration 29Q: 3 clusters Score -4059149 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -4059182.000000 Penalty: 2132.925537
	Iteration 30Q: 3 clusters Score -4059182 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -4059214.250000 Penalty: 2132.925537
	Iteration 31Q: 3 clusters Score -4059214 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -4059251.750000 Penalty: 2132.925537
	Iteration 32Q: 3 clusters Score -4059252 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4059297.750000 Penalty: 2132.925537
	Iteration 33Q: 3 clusters Score -4059298 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4059343.250000 Penalty: 2132.925537
	Iteration 34Q: 3 clusters Score -4059343 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4059383.750000 Penalty: 2132.925537
	Iteration 35Q: 3 clusters Score -4059384 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4059409.000000 Penalty: 2132.925537
	Iteration 36Q: 3 clusters Score -4059409 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -4059441.500000 Penalty: 2132.925537
	Iteration 37Q: 3 clusters Score -4059442 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -4059476.000000 Penalty: 2132.925537
	Iteration 38Q: 3 clusters Score -4059476 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4059521.250000 Penalty: 2132.925537
	Iteration 39Q: 3 clusters Score -4059521 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4059571.500000 Penalty: 2132.925537
	Iteration 40F: 3 clusters Score -4059572 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -4059629.750000 Penalty: 2132.925537
	Iteration 41Q: 3 clusters Score -4059630 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -4059691.750000 Penalty: 2132.925537
	Iteration 42Q: 3 clusters Score -4059692 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4059756.250000 Penalty: 2132.925537
	Iteration 43Q: 3 clusters Score -4059756 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -4059841.750000 Penalty: 2132.925537
	Iteration 44Q: 3 clusters Score -4059842 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4059941.500000 Penalty: 2132.925537
	Iteration 45Q: 3 clusters Score -4059942 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4060104.000000 Penalty: 2132.925537
	Iteration 46Q: 3 clusters Score -4060104 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -4060270.250000 Penalty: 2132.925537
	Iteration 47Q: 3 clusters Score -4060270 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4060503.000000 Penalty: 2132.925537
	Iteration 48Q: 3 clusters Score -4060503 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4060744.250000 Penalty: 2132.925537
	Iteration 49Q: 3 clusters Score -4060744 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4061082.750000 Penalty: 2132.925537
	Iteration 50Q: 3 clusters Score -4061083 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4061502.250000 Penalty: 2132.925537
	Iteration 51Q: 3 clusters Score -4061502 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4062051.750000 Penalty: 2132.925537
	Iteration 52Q: 3 clusters Score -4062052 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4062785.500000 Penalty: 2132.925537
	Iteration 53Q: 3 clusters Score -4062786 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4063644.250000 Penalty: 2132.925537
	Iteration 54Q: 3 clusters Score -4063644 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4064559.000000 Penalty: 2132.925537
	Iteration 55Q: 3 clusters Score -4064559 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -4065547.250000 Penalty: 2132.925537
	Iteration 56Q: 3 clusters Score -4065547 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67763 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4066567.500000 Penalty: 2132.925537
	Iteration 57Q: 3 clusters Score -4066568 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -4067580.000000 Penalty: 2132.925537
	Iteration 58Q: 3 clusters Score -4067580 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4068451.500000 Penalty: 2132.925537
	Iteration 59Q: 3 clusters Score -4068452 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4069172.500000 Penalty: 2132.925537
	Iteration 60F: 3 clusters Score -4069172 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4069679.000000 Penalty: 2132.925537
	Iteration 61Q: 3 clusters Score -4069679 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4070017.500000 Penalty: 2132.925537
	Iteration 62Q: 3 clusters Score -4070018 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4070239.750000 Penalty: 2132.925537
	Iteration 63Q: 3 clusters Score -4070240 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4070378.250000 Penalty: 2132.925537
	Iteration 64Q: 3 clusters Score -4070378 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4070499.250000 Penalty: 2132.925537
	Iteration 65Q: 3 clusters Score -4070499 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4070611.500000 Penalty: 2132.925537
	Iteration 66Q: 3 clusters Score -4070612 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4070716.500000 Penalty: 2132.925537
	Iteration 67Q: 3 clusters Score -4070716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4070772.500000 Penalty: 2132.925537
	Iteration 68Q: 3 clusters Score -4070772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4070821.750000 Penalty: 2132.925537
	Iteration 69Q: 3 clusters Score -4070822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4070843.000000 Penalty: 2132.925537
	Iteration 70Q: 3 clusters Score -4070843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4070863.500000 Penalty: 2132.925537
	Iteration 71Q: 3 clusters Score -4070864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4070876.250000 Penalty: 2132.925537
	Iteration 72Q: 3 clusters Score -4070876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4070884.750000 Penalty: 2132.925537
	Iteration 73Q: 3 clusters Score -4070885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4070890.000000 Penalty: 2132.925537
	Iteration 74Q: 3 clusters Score -4070890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4070887.750000 Penalty: 2132.925537
	Iteration 75Q: 3 clusters Score -4070888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4070895.250000 Penalty: 2132.925537
	Iteration 76Q: 3 clusters Score -4070895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4070898.000000 Penalty: 2132.925537
	Iteration 77Q: 3 clusters Score -4070898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4070903.250000 Penalty: 2132.925537
	Iteration 78Q: 3 clusters Score -4070903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4070899.500000 Penalty: 2132.925537
	Iteration 79Q: 3 clusters Score -4070900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4070901.500000 Penalty: 2132.925537
	Iteration 80F: 3 clusters Score -4070902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4070904.750000 Penalty: 2132.925537
	Iteration 81Q: 3 clusters Score -4070905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4070904.000000 Penalty: 2132.925537
	Iteration 82Q: 3 clusters Score -4070904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4070904.000000 Penalty: 2132.925537
	Iteration 83F: 3 clusters Score -4070904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -145744.593750 Penalty: 760.794739
	Iteration 0F: 2 clusters Score -145744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -143447.515625 Penalty: 1521.589478
	Iteration 0F: 3 clusters Score -143447.5 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -144088.125000 Penalty: 1521.589478
	Iteration 1F: 3 clusters Score -144088.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -144204.765625 Penalty: 1521.589478
	Iteration 2F: 3 clusters Score -144204.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -144321.296875 Penalty: 1521.589478
	Iteration 3F: 3 clusters Score -144321.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -144438.953125 Penalty: 1521.589478
	Iteration 4F: 3 clusters Score -144439 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -144577.515625 Penalty: 1521.589478
	Iteration 5F: 3 clusters Score -144577.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -144740.250000 Penalty: 1521.589478
	Iteration 6F: 3 clusters Score -144740.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -144905.500000 Penalty: 1521.589478
	Iteration 7F: 3 clusters Score -144905.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145051.796875 Penalty: 1521.589478
	Iteration 8F: 3 clusters Score -145051.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145155.109375 Penalty: 1521.589478
	Iteration 9Q: 3 clusters Score -145155.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -145251.109375 Penalty: 1521.589478
	Iteration 10Q: 3 clusters Score -145251.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -145318.921875 Penalty: 1521.589478
	Iteration 11Q: 3 clusters Score -145318.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -145374.250000 Penalty: 1521.589478
	Iteration 12Q: 3 clusters Score -145374.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -145410.546875 Penalty: 1521.589478
	Iteration 13Q: 3 clusters Score -145410.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -145429.640625 Penalty: 1521.589478
	Iteration 14Q: 3 clusters Score -145429.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -145438.140625 Penalty: 1521.589478
	Iteration 15Q: 3 clusters Score -145438.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -145446.640625 Penalty: 1521.589478
	Iteration 16Q: 3 clusters Score -145446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -145450.750000 Penalty: 1521.589478
	Iteration 17Q: 3 clusters Score -145450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -145452.437500 Penalty: 1521.589478
	Iteration 18Q: 3 clusters Score -145452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -145453.781250 Penalty: 1521.589478
	Iteration 19Q: 3 clusters Score -145453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -145453.843750 Penalty: 1521.589478
	Iteration 20F: 3 clusters Score -145453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -145454.343750 Penalty: 1521.589478
	Iteration 21Q: 3 clusters Score -145454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -145454.578125 Penalty: 1521.589478
	Iteration 22Q: 3 clusters Score -145454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -145454.578125 Penalty: 1521.589478
	Iteration 23F: 3 clusters Score -145454.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -180904.296875 Penalty: 767.534302
	Iteration 0F: 2 clusters Score -180904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -178438.375000 Penalty: 1535.068604
	Iteration 0F: 3 clusters Score -178438.4 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -179118.500000 Penalty: 1535.068604
	Iteration 1F: 3 clusters Score -179118.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -179225.109375 Penalty: 1535.068604
	Iteration 2F: 3 clusters Score -179225.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -179280.765625 Penalty: 1535.068604
	Iteration 3Q: 3 clusters Score -179280.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -179333.359375 Penalty: 1535.068604
	Iteration 4Q: 3 clusters Score -179333.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -179394.312500 Penalty: 1535.068604
	Iteration 5Q: 3 clusters Score -179394.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -179463.796875 Penalty: 1535.068604
	Iteration 6Q: 3 clusters Score -179463.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -179519.484375 Penalty: 1535.068604
	Iteration 7Q: 3 clusters Score -179519.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -179580.609375 Penalty: 1535.068604
	Iteration 8Q: 3 clusters Score -179580.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -179642.890625 Penalty: 1535.068604
	Iteration 9Q: 3 clusters Score -179642.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179724.406250 Penalty: 1535.068604
	Iteration 10Q: 3 clusters Score -179724.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -179811.578125 Penalty: 1535.068604
	Iteration 11Q: 3 clusters Score -179811.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -179896.531250 Penalty: 1535.068604
	Iteration 12Q: 3 clusters Score -179896.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -179960.265625 Penalty: 1535.068604
	Iteration 13Q: 3 clusters Score -179960.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -180014.578125 Penalty: 1535.068604
	Iteration 14Q: 3 clusters Score -180014.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -180060.578125 Penalty: 1535.068604
	Iteration 15Q: 3 clusters Score -180060.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -180103.656250 Penalty: 1535.068604
	Iteration 16Q: 3 clusters Score -180103.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -180137.265625 Penalty: 1535.068604
	Iteration 17Q: 3 clusters Score -180137.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -180160.421875 Penalty: 1535.068604
	Iteration 18Q: 3 clusters Score -180160.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -180180.906250 Penalty: 1535.068604
	Iteration 19Q: 3 clusters Score -180180.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -180189.375000 Penalty: 1535.068604
	Iteration 20F: 3 clusters Score -180189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -180198.796875 Penalty: 1535.068604
	Iteration 21Q: 3 clusters Score -180198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -180210.546875 Penalty: 1535.068604
	Iteration 22Q: 3 clusters Score -180210.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -180220.625000 Penalty: 1535.068604
	Iteration 23Q: 3 clusters Score -180220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -180223.828125 Penalty: 1535.068604
	Iteration 24Q: 3 clusters Score -180223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -180227.875000 Penalty: 1535.068604
	Iteration 25Q: 3 clusters Score -180227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -180234.765625 Penalty: 1535.068604
	Iteration 26Q: 3 clusters Score -180234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -180236.937500 Penalty: 1535.068604
	Iteration 27Q: 3 clusters Score -180236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -180238.250000 Penalty: 1535.068604
	Iteration 28Q: 3 clusters Score -180238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -180241.171875 Penalty: 1535.068604
	Iteration 29Q: 3 clusters Score -180241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -180244.578125 Penalty: 1535.068604
	Iteration 30Q: 3 clusters Score -180244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -180247.406250 Penalty: 1535.068604
	Iteration 31Q: 3 clusters Score -180247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -180251.328125 Penalty: 1535.068604
	Iteration 32Q: 3 clusters Score -180251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -180254.140625 Penalty: 1535.068604
	Iteration 33Q: 3 clusters Score -180254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -180259.500000 Penalty: 1535.068604
	Iteration 34Q: 3 clusters Score -180259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -180261.843750 Penalty: 1535.068604
	Iteration 35Q: 3 clusters Score -180261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -180263.953125 Penalty: 1535.068604
	Iteration 36Q: 3 clusters Score -180264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -180263.953125 Penalty: 1535.068604
	Iteration 37F: 3 clusters Score -180264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -99915.429688 Penalty: 737.203857
	Iteration 0F: 2 clusters Score -99915.43 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 1186 members 
Entering Unmasked Estep 
Score: -98084.148438 Penalty: 1474.407715
	Iteration 0F: 3 clusters Score -98084.15 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -99009.328125 Penalty: 1474.407715
	Iteration 1F: 3 clusters Score -99009.33 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -99357.312500 Penalty: 1474.407715
	Iteration 2F: 3 clusters Score -99357.31 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -99539.539062 Penalty: 1474.407715
	Iteration 3F: 3 clusters Score -99539.54 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -99646.882812 Penalty: 1474.407715
	Iteration 4F: 3 clusters Score -99646.88 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -99739.289062 Penalty: 1474.407715
	Iteration 5Q: 3 clusters Score -99739.29 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -99800.851562 Penalty: 1474.407715
	Iteration 6Q: 3 clusters Score -99800.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -99834.554688 Penalty: 1474.407715
	Iteration 7Q: 3 clusters Score -99834.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -99857.007812 Penalty: 1474.407715
	Iteration 8Q: 3 clusters Score -99857.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -99870.906250 Penalty: 1474.407715
	Iteration 9Q: 3 clusters Score -99870.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -99882.781250 Penalty: 1474.407715
	Iteration 10Q: 3 clusters Score -99882.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -99889.046875 Penalty: 1474.407715
	Iteration 11Q: 3 clusters Score -99889.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99892.492188 Penalty: 1474.407715
	Iteration 12Q: 3 clusters Score -99892.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99894.890625 Penalty: 1474.407715
	Iteration 13Q: 3 clusters Score -99894.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99896.835938 Penalty: 1474.407715
	Iteration 14Q: 3 clusters Score -99896.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -99898.132812 Penalty: 1474.407715
	Iteration 15Q: 3 clusters Score -99898.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -99900.679688 Penalty: 1474.407715
	Iteration 16Q: 3 clusters Score -99900.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -99902.742188 Penalty: 1474.407715
	Iteration 17Q: 3 clusters Score -99902.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -99904.125000 Penalty: 1474.407715
	Iteration 18Q: 3 clusters Score -99904.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -99904.929688 Penalty: 1474.407715
	Iteration 19Q: 3 clusters Score -99904.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -99905.687500 Penalty: 1474.407715
	Iteration 20F: 3 clusters Score -99905.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -99905.906250 Penalty: 1474.407715
	Iteration 21Q: 3 clusters Score -99905.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -99905.906250 Penalty: 1474.407715
	Iteration 22F: 3 clusters Score -99905.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Entering Unmasked Estep 
Score: -1273168.375000 Penalty: 956.147766
	Iteration 0F: 2 clusters Score -1273168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1257480.250000 Penalty: 1912.295532
	Iteration 0F: 3 clusters Score -1257480 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1263790.875000 Penalty: 1912.295532
	Iteration 1F: 3 clusters Score -1263791 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1264523.625000 Penalty: 1912.295532
	Iteration 2F: 3 clusters Score -1264524 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1265699.625000 Penalty: 1912.295532
	Iteration 3F: 3 clusters Score -1265700 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1267088.375000 Penalty: 1912.295532
	Iteration 4F: 3 clusters Score -1267088 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1268368.750000 Penalty: 1912.295532
	Iteration 5F: 3 clusters Score -1268369 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1269325.000000 Penalty: 1912.295532
	Iteration 6F: 3 clusters Score -1269325 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1270085.750000 Penalty: 1912.295532
	Iteration 7Q: 3 clusters Score -1270086 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1270683.750000 Penalty: 1912.295532
	Iteration 8Q: 3 clusters Score -1270684 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1271147.000000 Penalty: 1912.295532
	Iteration 9Q: 3 clusters Score -1271147 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1271541.625000 Penalty: 1912.295532
	Iteration 10Q: 3 clusters Score -1271542 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1271831.000000 Penalty: 1912.295532
	Iteration 11Q: 3 clusters Score -1271831 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1271994.750000 Penalty: 1912.295532
	Iteration 12Q: 3 clusters Score -1271995 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1272082.250000 Penalty: 1912.295532
	Iteration 13Q: 3 clusters Score -1272082 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1272129.125000 Penalty: 1912.295532
	Iteration 14Q: 3 clusters Score -1272129 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1272156.250000 Penalty: 1912.295532
	Iteration 15Q: 3 clusters Score -1272156 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1272170.000000 Penalty: 1912.295532
	Iteration 16Q: 3 clusters Score -1272170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1272176.500000 Penalty: 1912.295532
	Iteration 17Q: 3 clusters Score -1272176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1272182.625000 Penalty: 1912.295532
	Iteration 18Q: 3 clusters Score -1272183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -1272183.000000 Penalty: 1912.295532
	Iteration 19Q: 3 clusters Score -1272183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1272189.125000 Penalty: 1912.295532
	Iteration 20F: 3 clusters Score -1272189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -1272188.625000 Penalty: 1912.295532
	Iteration 21Q: 3 clusters Score -1272189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1272189.250000 Penalty: 1912.295532
	Iteration 22Q: 3 clusters Score -1272189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -1272193.500000 Penalty: 1912.295532
	Iteration 23Q: 3 clusters Score -1272194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1272196.750000 Penalty: 1912.295532
	Iteration 24Q: 3 clusters Score -1272197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1272196.875000 Penalty: 1912.295532
	Iteration 25Q: 3 clusters Score -1272197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1272202.000000 Penalty: 1912.295532
	Iteration 26Q: 3 clusters Score -1272202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1272203.125000 Penalty: 1912.295532
	Iteration 27Q: 3 clusters Score -1272203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1272202.625000 Penalty: 1912.295532
	Iteration 28Q: 3 clusters Score -1272203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1272205.250000 Penalty: 1912.295532
	Iteration 29Q: 3 clusters Score -1272205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1272206.750000 Penalty: 1912.295532
	Iteration 30Q: 3 clusters Score -1272207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1272204.375000 Penalty: 1912.295532
	Iteration 31Q: 3 clusters Score -1272204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1272205.875000 Penalty: 1912.295532
	Iteration 32Q: 3 clusters Score -1272206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1272205.875000 Penalty: 1912.295532
	Iteration 33Q: 3 clusters Score -1272206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1272203.000000 Penalty: 1912.295532
	Iteration 34Q: 3 clusters Score -1272203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1272203.500000 Penalty: 1912.295532
	Iteration 35Q: 3 clusters Score -1272204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1272204.500000 Penalty: 1912.295532
	Iteration 36Q: 3 clusters Score -1272204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1272204.250000 Penalty: 1912.295532
	Iteration 37Q: 3 clusters Score -1272204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1272205.875000 Penalty: 1912.295532
	Iteration 38Q: 3 clusters Score -1272206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1272208.500000 Penalty: 1912.295532
	Iteration 39Q: 3 clusters Score -1272208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1272207.000000 Penalty: 1912.295532
	Iteration 40F: 3 clusters Score -1272207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1272208.500000 Penalty: 1912.295532
	Iteration 41Q: 3 clusters Score -1272208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1272207.875000 Penalty: 1912.295532
	Iteration 42Q: 3 clusters Score -1272208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1272208.625000 Penalty: 1912.295532
	Iteration 43Q: 3 clusters Score -1272209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1272209.375000 Penalty: 1912.295532
	Iteration 44Q: 3 clusters Score -1272209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1272208.625000 Penalty: 1912.295532
	Iteration 45Q: 3 clusters Score -1272209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1272207.500000 Penalty: 1912.295532
	Iteration 46Q: 3 clusters Score -1272208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1272207.125000 Penalty: 1912.295532
	Iteration 47Q: 3 clusters Score -1272207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -1272207.875000 Penalty: 1912.295532
	Iteration 48Q: 3 clusters Score -1272208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1272209.000000 Penalty: 1912.295532
	Iteration 49Q: 3 clusters Score -1272209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1272208.000000 Penalty: 1912.295532
	Iteration 50Q: 3 clusters Score -1272208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1272207.625000 Penalty: 1912.295532
	Iteration 51Q: 3 clusters Score -1272208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1272209.500000 Penalty: 1912.295532
	Iteration 52Q: 3 clusters Score -1272210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1272209.500000 Penalty: 1912.295532
	Iteration 53F: 3 clusters Score -1272210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Entering Unmasked Estep 
Score: -828730.250000 Penalty: 909.807983
	Iteration 0F: 2 clusters Score -828730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -818988.250000 Penalty: 1819.615967
	Iteration 0F: 3 clusters Score -818988.2 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -822742.625000 Penalty: 1819.615967
	Iteration 1F: 3 clusters Score -822742.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -823011.375000 Penalty: 1819.615967
	Iteration 2F: 3 clusters Score -823011.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -823244.812500 Penalty: 1819.615967
	Iteration 3Q: 3 clusters Score -823244.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -823469.375000 Penalty: 1819.615967
	Iteration 4Q: 3 clusters Score -823469.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -823675.937500 Penalty: 1819.615967
	Iteration 5Q: 3 clusters Score -823675.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -823865.625000 Penalty: 1819.615967
	Iteration 6Q: 3 clusters Score -823865.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -824078.812500 Penalty: 1819.615967
	Iteration 7Q: 3 clusters Score -824078.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -824329.187500 Penalty: 1819.615967
	Iteration 8Q: 3 clusters Score -824329.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -824670.062500 Penalty: 1819.615967
	Iteration 9Q: 3 clusters Score -824670.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -825081.437500 Penalty: 1819.615967
	Iteration 10Q: 3 clusters Score -825081.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -825581.062500 Penalty: 1819.615967
	Iteration 11F: 3 clusters Score -825581.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -826157.750000 Penalty: 1819.615967
	Iteration 12F: 3 clusters Score -826157.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -826695.875000 Penalty: 1819.615967
	Iteration 13F: 3 clusters Score -826695.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -827149.812500 Penalty: 1819.615967
	Iteration 14Q: 3 clusters Score -827149.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -827488.812500 Penalty: 1819.615967
	Iteration 15Q: 3 clusters Score -827488.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -827669.437500 Penalty: 1819.615967
	Iteration 16Q: 3 clusters Score -827669.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -827772.937500 Penalty: 1819.615967
	Iteration 17Q: 3 clusters Score -827772.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -827828.625000 Penalty: 1819.615967
	Iteration 18Q: 3 clusters Score -827828.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -827870.750000 Penalty: 1819.615967
	Iteration 19Q: 3 clusters Score -827870.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -827895.562500 Penalty: 1819.615967
	Iteration 20F: 3 clusters Score -827895.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -827912.187500 Penalty: 1819.615967
	Iteration 21Q: 3 clusters Score -827912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -827919.625000 Penalty: 1819.615967
	Iteration 22Q: 3 clusters Score -827919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -827931.000000 Penalty: 1819.615967
	Iteration 23Q: 3 clusters Score -827931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -827942.875000 Penalty: 1819.615967
	Iteration 24Q: 3 clusters Score -827942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -827948.187500 Penalty: 1819.615967
	Iteration 25Q: 3 clusters Score -827948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -827951.625000 Penalty: 1819.615967
	Iteration 26Q: 3 clusters Score -827951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -827955.750000 Penalty: 1819.615967
	Iteration 27Q: 3 clusters Score -827955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -827957.187500 Penalty: 1819.615967
	Iteration 28Q: 3 clusters Score -827957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -827957.687500 Penalty: 1819.615967
	Iteration 29Q: 3 clusters Score -827957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -827958.625000 Penalty: 1819.615967
	Iteration 30Q: 3 clusters Score -827958.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -827958.625000 Penalty: 1819.615967
	Iteration 31F: 3 clusters Score -827958.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -240067.578125 Penalty: 797.463013
	Iteration 0F: 2 clusters Score -240067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -236886.687500 Penalty: 1594.926025
	Iteration 0F: 3 clusters Score -236886.7 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -238109.562500 Penalty: 1594.926025
	Iteration 1F: 3 clusters Score -238109.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -238442.703125 Penalty: 1594.926025
	Iteration 2F: 3 clusters Score -238442.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -238698.796875 Penalty: 1594.926025
	Iteration 3F: 3 clusters Score -238698.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -238888.343750 Penalty: 1594.926025
	Iteration 4F: 3 clusters Score -238888.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -239004.171875 Penalty: 1594.926025
	Iteration 5Q: 3 clusters Score -239004.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -239066.421875 Penalty: 1594.926025
	Iteration 6Q: 3 clusters Score -239066.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -239098.937500 Penalty: 1594.926025
	Iteration 7Q: 3 clusters Score -239098.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -239126.296875 Penalty: 1594.926025
	Iteration 8Q: 3 clusters Score -239126.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -239146.828125 Penalty: 1594.926025
	Iteration 9Q: 3 clusters Score -239146.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -239165.312500 Penalty: 1594.926025
	Iteration 10Q: 3 clusters Score -239165.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -239176.843750 Penalty: 1594.926025
	Iteration 11Q: 3 clusters Score -239176.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -239193.437500 Penalty: 1594.926025
	Iteration 12Q: 3 clusters Score -239193.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -239206.843750 Penalty: 1594.926025
	Iteration 13Q: 3 clusters Score -239206.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -239218.031250 Penalty: 1594.926025
	Iteration 14Q: 3 clusters Score -239218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -239230.843750 Penalty: 1594.926025
	Iteration 15Q: 3 clusters Score -239230.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -239247.171875 Penalty: 1594.926025
	Iteration 16Q: 3 clusters Score -239247.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -239258.703125 Penalty: 1594.926025
	Iteration 17Q: 3 clusters Score -239258.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -239270.390625 Penalty: 1594.926025
	Iteration 18Q: 3 clusters Score -239270.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -239286.015625 Penalty: 1594.926025
	Iteration 19Q: 3 clusters Score -239286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -239302.500000 Penalty: 1594.926025
	Iteration 20F: 3 clusters Score -239302.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -239316.703125 Penalty: 1594.926025
	Iteration 21Q: 3 clusters Score -239316.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -239333.140625 Penalty: 1594.926025
	Iteration 22Q: 3 clusters Score -239333.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -239345.906250 Penalty: 1594.926025
	Iteration 23Q: 3 clusters Score -239345.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -239357.531250 Penalty: 1594.926025
	Iteration 24Q: 3 clusters Score -239357.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -239365.343750 Penalty: 1594.926025
	Iteration 25Q: 3 clusters Score -239365.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -239373.937500 Penalty: 1594.926025
	Iteration 26Q: 3 clusters Score -239373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -239383.687500 Penalty: 1594.926025
	Iteration 27Q: 3 clusters Score -239383.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -239391.546875 Penalty: 1594.926025
	Iteration 28Q: 3 clusters Score -239391.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -239397.000000 Penalty: 1594.926025
	Iteration 29Q: 3 clusters Score -239397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -239402.625000 Penalty: 1594.926025
	Iteration 30Q: 3 clusters Score -239402.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -239408.625000 Penalty: 1594.926025
	Iteration 31Q: 3 clusters Score -239408.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -239413.406250 Penalty: 1594.926025
	Iteration 32Q: 3 clusters Score -239413.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -239416.843750 Penalty: 1594.926025
	Iteration 33Q: 3 clusters Score -239416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -239421.609375 Penalty: 1594.926025
	Iteration 34Q: 3 clusters Score -239421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -239424.890625 Penalty: 1594.926025
	Iteration 35Q: 3 clusters Score -239424.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -239428.218750 Penalty: 1594.926025
	Iteration 36Q: 3 clusters Score -239428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -239431.156250 Penalty: 1594.926025
	Iteration 37Q: 3 clusters Score -239431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -239433.906250 Penalty: 1594.926025
	Iteration 38Q: 3 clusters Score -239433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -239435.328125 Penalty: 1594.926025
	Iteration 39Q: 3 clusters Score -239435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -239436.687500 Penalty: 1594.926025
	Iteration 40F: 3 clusters Score -239436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -239437.843750 Penalty: 1594.926025
	Iteration 41Q: 3 clusters Score -239437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -239438.281250 Penalty: 1594.926025
	Iteration 42Q: 3 clusters Score -239438.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -239438.281250 Penalty: 1594.926025
	Iteration 43F: 3 clusters Score -239438.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (286606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286606 members 
Entering Unmasked Estep 
Score: -15635676.000000 Penalty: 1193.757080
	Iteration 0F: 2 clusters Score -1.563568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143423 members 
Mstep: Class 2 contains 143183 members 
Entering Unmasked Estep 
Score: -15445016.000000 Penalty: 2387.514160
	Iteration 0F: 3 clusters Score -1.544502e+07 nChanged 140278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150419 members 
Mstep: Class 2 contains 136187 members 
Entering Unmasked Estep 
Score: -15529560.000000 Penalty: 2387.514160
	Iteration 1F: 3 clusters Score -1.552956e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -15532054.000000 Penalty: 2387.514160
	Iteration 2Q: 3 clusters Score -1.553205e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161260 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -15535876.000000 Penalty: 2387.514160
	Iteration 3Q: 3 clusters Score -1.553588e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171049 members 
Mstep: Class 2 contains 115557 members 
Entering Unmasked Estep 
Score: -15542083.000000 Penalty: 2387.514160
	Iteration 4Q: 3 clusters Score -1.554208e+07 nChanged 16283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184404 members 
Mstep: Class 2 contains 102202 members 
Entering Unmasked Estep 
Score: -15551827.000000 Penalty: 2387.514160
	Iteration 5F: 3 clusters Score -1.555183e+07 nChanged 18535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200575 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -15564937.000000 Penalty: 2387.514160
	Iteration 6F: 3 clusters Score -1.556494e+07 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217406 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -15580060.000000 Penalty: 2387.514160
	Iteration 7F: 3 clusters Score -1.558006e+07 nChanged 16347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231917 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -15593371.000000 Penalty: 2387.514160
	Iteration 8F: 3 clusters Score -1.559337e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243071 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -15603119.000000 Penalty: 2387.514160
	Iteration 9Q: 3 clusters Score -1.560312e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251338 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -15609316.000000 Penalty: 2387.514160
	Iteration 10Q: 3 clusters Score -1.560932e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258218 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -15613911.000000 Penalty: 2387.514160
	Iteration 11Q: 3 clusters Score -1.561391e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264156 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -15617833.000000 Penalty: 2387.514160
	Iteration 12Q: 3 clusters Score -1.561783e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269549 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -15621610.000000 Penalty: 2387.514160
	Iteration 13Q: 3 clusters Score -1.562161e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274106 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -15624700.000000 Penalty: 2387.514160
	Iteration 14Q: 3 clusters Score -1.56247e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277779 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -15627496.000000 Penalty: 2387.514160
	Iteration 15Q: 3 clusters Score -1.56275e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280695 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -15629697.000000 Penalty: 2387.514160
	Iteration 16Q: 3 clusters Score -1.56297e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282926 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -15631623.000000 Penalty: 2387.514160
	Iteration 17Q: 3 clusters Score -1.563162e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284442 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -15632895.000000 Penalty: 2387.514160
	Iteration 18Q: 3 clusters Score -1.56329e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285323 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15633679.000000 Penalty: 2387.514160
	Iteration 19Q: 3 clusters Score -1.563368e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285797 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15634176.000000 Penalty: 2387.514160
	Iteration 20F: 3 clusters Score -1.563418e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286035 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -15634352.000000 Penalty: 2387.514160
	Iteration 21Q: 3 clusters Score -1.563435e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286150 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -15634424.000000 Penalty: 2387.514160
	Iteration 22Q: 3 clusters Score -1.563442e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286221 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -15634498.000000 Penalty: 2387.514160
	Iteration 23Q: 3 clusters Score -1.56345e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286261 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15634528.000000 Penalty: 2387.514160
	Iteration 24Q: 3 clusters Score -1.563453e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286290 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15634561.000000 Penalty: 2387.514160
	Iteration 25Q: 3 clusters Score -1.563456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15634581.000000 Penalty: 2387.514160
	Iteration 26Q: 3 clusters Score -1.563458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286318 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15634600.000000 Penalty: 2387.514160
	Iteration 27Q: 3 clusters Score -1.56346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286327 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -15634606.000000 Penalty: 2387.514160
	Iteration 28Q: 3 clusters Score -1.563461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286332 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15634608.000000 Penalty: 2387.514160
	Iteration 29Q: 3 clusters Score -1.563461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286332 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15634621.000000 Penalty: 2387.514160
	Iteration 30Q: 3 clusters Score -1.563462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286337 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15634627.000000 Penalty: 2387.514160
	Iteration 31Q: 3 clusters Score -1.563463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286336 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15634619.000000 Penalty: 2387.514160
	Iteration 32Q: 3 clusters Score -1.563462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286336 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15634619.000000 Penalty: 2387.514160
	Iteration 33F: 3 clusters Score -1.563462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Entering Unmasked Estep 
Score: -1950059.250000 Penalty: 990.857483
	Iteration 0F: 2 clusters Score -1950059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1927386.125000 Penalty: 1981.714966
	Iteration 0F: 3 clusters Score -1927386 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1936716.500000 Penalty: 1981.714966
	Iteration 1F: 3 clusters Score -1936716 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1937058.125000 Penalty: 1981.714966
	Iteration 2Q: 3 clusters Score -1937058 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1937356.625000 Penalty: 1981.714966
	Iteration 3Q: 3 clusters Score -1937357 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1937663.250000 Penalty: 1981.714966
	Iteration 4Q: 3 clusters Score -1937663 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1938001.500000 Penalty: 1981.714966
	Iteration 5Q: 3 clusters Score -1938002 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1938405.375000 Penalty: 1981.714966
	Iteration 6Q: 3 clusters Score -1938405 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1938842.875000 Penalty: 1981.714966
	Iteration 7Q: 3 clusters Score -1938843 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1939362.500000 Penalty: 1981.714966
	Iteration 8Q: 3 clusters Score -1939362 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1940041.000000 Penalty: 1981.714966
	Iteration 9Q: 3 clusters Score -1940041 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1940754.375000 Penalty: 1981.714966
	Iteration 10Q: 3 clusters Score -1940754 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1941459.875000 Penalty: 1981.714966
	Iteration 11Q: 3 clusters Score -1941460 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1942205.750000 Penalty: 1981.714966
	Iteration 12Q: 3 clusters Score -1942206 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1943015.750000 Penalty: 1981.714966
	Iteration 13Q: 3 clusters Score -1943016 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1943942.750000 Penalty: 1981.714966
	Iteration 14Q: 3 clusters Score -1943943 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1944890.000000 Penalty: 1981.714966
	Iteration 15Q: 3 clusters Score -1944890 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1945776.625000 Penalty: 1981.714966
	Iteration 16Q: 3 clusters Score -1945777 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1946519.500000 Penalty: 1981.714966
	Iteration 17Q: 3 clusters Score -1946520 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1947121.375000 Penalty: 1981.714966
	Iteration 18Q: 3 clusters Score -1947121 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1947564.375000 Penalty: 1981.714966
	Iteration 19Q: 3 clusters Score -1947564 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1947923.500000 Penalty: 1981.714966
	Iteration 20F: 3 clusters Score -1947924 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1948255.500000 Penalty: 1981.714966
	Iteration 21Q: 3 clusters Score -1948256 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1948548.000000 Penalty: 1981.714966
	Iteration 22Q: 3 clusters Score -1948548 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1948789.875000 Penalty: 1981.714966
	Iteration 23Q: 3 clusters Score -1948790 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1949011.750000 Penalty: 1981.714966
	Iteration 24Q: 3 clusters Score -1949012 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1949158.625000 Penalty: 1981.714966
	Iteration 25Q: 3 clusters Score -1949159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1949253.250000 Penalty: 1981.714966
	Iteration 26Q: 3 clusters Score -1949253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1949289.250000 Penalty: 1981.714966
	Iteration 27Q: 3 clusters Score -1949289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1949312.000000 Penalty: 1981.714966
	Iteration 28Q: 3 clusters Score -1949312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1949325.750000 Penalty: 1981.714966
	Iteration 29Q: 3 clusters Score -1949326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1949336.625000 Penalty: 1981.714966
	Iteration 30Q: 3 clusters Score -1949337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1949342.000000 Penalty: 1981.714966
	Iteration 31Q: 3 clusters Score -1949342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1949344.875000 Penalty: 1981.714966
	Iteration 32Q: 3 clusters Score -1949345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1949347.250000 Penalty: 1981.714966
	Iteration 33Q: 3 clusters Score -1949347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1949350.500000 Penalty: 1981.714966
	Iteration 34Q: 3 clusters Score -1949350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1949355.625000 Penalty: 1981.714966
	Iteration 35Q: 3 clusters Score -1949356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1949361.000000 Penalty: 1981.714966
	Iteration 36Q: 3 clusters Score -1949361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1949360.625000 Penalty: 1981.714966
	Iteration 37Q: 3 clusters Score -1949361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1949357.375000 Penalty: 1981.714966
	Iteration 38Q: 3 clusters Score -1949357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1949360.375000 Penalty: 1981.714966
	Iteration 39Q: 3 clusters Score -1949360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1949363.625000 Penalty: 1981.714966
	Iteration 40F: 3 clusters Score -1949364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1949365.000000 Penalty: 1981.714966
	Iteration 41Q: 3 clusters Score -1949365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1949366.125000 Penalty: 1981.714966
	Iteration 42Q: 3 clusters Score -1949366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1949366.875000 Penalty: 1981.714966
	Iteration 43Q: 3 clusters Score -1949367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1949367.625000 Penalty: 1981.714966
	Iteration 44Q: 3 clusters Score -1949368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1949366.500000 Penalty: 1981.714966
	Iteration 45Q: 3 clusters Score -1949366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1949367.000000 Penalty: 1981.714966
	Iteration 46Q: 3 clusters Score -1949367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1949365.875000 Penalty: 1981.714966
	Iteration 47Q: 3 clusters Score -1949366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1949365.875000 Penalty: 1981.714966
	Iteration 48F: 3 clusters Score -1949366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -699456.875000 Penalty: 900.431641
	Iteration 0F: 2 clusters Score -699456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -690621.500000 Penalty: 1800.863281
	Iteration 0F: 3 clusters Score -690621.5 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -694086.312500 Penalty: 1800.863281
	Iteration 1F: 3 clusters Score -694086.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -694476.437500 Penalty: 1800.863281
	Iteration 2F: 3 clusters Score -694476.4 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -694917.625000 Penalty: 1800.863281
	Iteration 3F: 3 clusters Score -694917.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -695477.812500 Penalty: 1800.863281
	Iteration 4F: 3 clusters Score -695477.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -696127.250000 Penalty: 1800.863281
	Iteration 5F: 3 clusters Score -696127.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -696858.125000 Penalty: 1800.863281
	Iteration 6F: 3 clusters Score -696858.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -697535.750000 Penalty: 1800.863281
	Iteration 7F: 3 clusters Score -697535.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -698063.312500 Penalty: 1800.863281
	Iteration 8Q: 3 clusters Score -698063.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -698372.625000 Penalty: 1800.863281
	Iteration 9Q: 3 clusters Score -698372.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -698515.687500 Penalty: 1800.863281
	Iteration 10Q: 3 clusters Score -698515.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -698581.437500 Penalty: 1800.863281
	Iteration 11Q: 3 clusters Score -698581.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -698614.562500 Penalty: 1800.863281
	Iteration 12Q: 3 clusters Score -698614.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -698631.812500 Penalty: 1800.863281
	Iteration 13Q: 3 clusters Score -698631.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -698650.000000 Penalty: 1800.863281
	Iteration 14Q: 3 clusters Score -698650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -698662.500000 Penalty: 1800.863281
	Iteration 15Q: 3 clusters Score -698662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -698675.625000 Penalty: 1800.863281
	Iteration 16Q: 3 clusters Score -698675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -698679.750000 Penalty: 1800.863281
	Iteration 17Q: 3 clusters Score -698679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -698683.437500 Penalty: 1800.863281
	Iteration 18Q: 3 clusters Score -698683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -698687.500000 Penalty: 1800.863281
	Iteration 19Q: 3 clusters Score -698687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -698691.625000 Penalty: 1800.863281
	Iteration 20F: 3 clusters Score -698691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -698692.250000 Penalty: 1800.863281
	Iteration 21Q: 3 clusters Score -698692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -698698.562500 Penalty: 1800.863281
	Iteration 22Q: 3 clusters Score -698698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -698701.687500 Penalty: 1800.863281
	Iteration 23Q: 3 clusters Score -698701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -698703.125000 Penalty: 1800.863281
	Iteration 24Q: 3 clusters Score -698703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -698704.375000 Penalty: 1800.863281
	Iteration 25Q: 3 clusters Score -698704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -698704.375000 Penalty: 1800.863281
	Iteration 26F: 3 clusters Score -698704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -125624.273438 Penalty: 736.635010
	Iteration 0F: 2 clusters Score -125624.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -123732.625000 Penalty: 1473.270020
	Iteration 0F: 3 clusters Score -123732.6 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -124289.601562 Penalty: 1473.270020
	Iteration 1F: 3 clusters Score -124289.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -124418.093750 Penalty: 1473.270020
	Iteration 2F: 3 clusters Score -124418.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124507.179688 Penalty: 1473.270020
	Iteration 3F: 3 clusters Score -124507.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -124581.773438 Penalty: 1473.270020
	Iteration 4Q: 3 clusters Score -124581.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124659.171875 Penalty: 1473.270020
	Iteration 5Q: 3 clusters Score -124659.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124709.757812 Penalty: 1473.270020
	Iteration 6Q: 3 clusters Score -124709.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -124760.812500 Penalty: 1473.270020
	Iteration 7Q: 3 clusters Score -124760.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -124812.921875 Penalty: 1473.270020
	Iteration 8Q: 3 clusters Score -124812.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124840.132812 Penalty: 1473.270020
	Iteration 9Q: 3 clusters Score -124840.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -124857.812500 Penalty: 1473.270020
	Iteration 10Q: 3 clusters Score -124857.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -124869.343750 Penalty: 1473.270020
	Iteration 11Q: 3 clusters Score -124869.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -124884.929688 Penalty: 1473.270020
	Iteration 12Q: 3 clusters Score -124884.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -124905.914062 Penalty: 1473.270020
	Iteration 13Q: 3 clusters Score -124905.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -124917.242188 Penalty: 1473.270020
	Iteration 14Q: 3 clusters Score -124917.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -124932.484375 Penalty: 1473.270020
	Iteration 15Q: 3 clusters Score -124932.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -124944.164062 Penalty: 1473.270020
	Iteration 16Q: 3 clusters Score -124944.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -124953.257812 Penalty: 1473.270020
	Iteration 17Q: 3 clusters Score -124953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -124958.375000 Penalty: 1473.270020
	Iteration 18Q: 3 clusters Score -124958.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -124970.203125 Penalty: 1473.270020
	Iteration 19Q: 3 clusters Score -124970.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -124977.796875 Penalty: 1473.270020
	Iteration 20F: 3 clusters Score -124977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -124981.265625 Penalty: 1473.270020
	Iteration 21Q: 3 clusters Score -124981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -124985.484375 Penalty: 1473.270020
	Iteration 22Q: 3 clusters Score -124985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -124988.648438 Penalty: 1473.270020
	Iteration 23Q: 3 clusters Score -124988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -124994.601562 Penalty: 1473.270020
	Iteration 24Q: 3 clusters Score -124994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -125002.125000 Penalty: 1473.270020
	Iteration 25Q: 3 clusters Score -125002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -125007.468750 Penalty: 1473.270020
	Iteration 26Q: 3 clusters Score -125007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -125009.882812 Penalty: 1473.270020
	Iteration 27Q: 3 clusters Score -125009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -125009.882812 Penalty: 1473.270020
	Iteration 28F: 3 clusters Score -125009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Entering Unmasked Estep 
Score: -1370704.500000 Penalty: 974.853577
	Iteration 0F: 2 clusters Score -1370704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1351578.000000 Penalty: 1949.707153
	Iteration 0F: 3 clusters Score -1351578 nChanged 13479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1359771.625000 Penalty: 1949.707153
	Iteration 1F: 3 clusters Score -1359772 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1360516.125000 Penalty: 1949.707153
	Iteration 2F: 3 clusters Score -1360516 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1361257.500000 Penalty: 1949.707153
	Iteration 3F: 3 clusters Score -1361258 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1361915.375000 Penalty: 1949.707153
	Iteration 4F: 3 clusters Score -1361915 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1362512.000000 Penalty: 1949.707153
	Iteration 5Q: 3 clusters Score -1362512 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1363032.375000 Penalty: 1949.707153
	Iteration 6Q: 3 clusters Score -1363032 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1363477.500000 Penalty: 1949.707153
	Iteration 7Q: 3 clusters Score -1363478 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1363868.500000 Penalty: 1949.707153
	Iteration 8Q: 3 clusters Score -1363868 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1364200.875000 Penalty: 1949.707153
	Iteration 9Q: 3 clusters Score -1364201 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1364495.125000 Penalty: 1949.707153
	Iteration 10Q: 3 clusters Score -1364495 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1364817.375000 Penalty: 1949.707153
	Iteration 11Q: 3 clusters Score -1364817 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1365164.750000 Penalty: 1949.707153
	Iteration 12Q: 3 clusters Score -1365165 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1365546.500000 Penalty: 1949.707153
	Iteration 13Q: 3 clusters Score -1365546 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1365843.875000 Penalty: 1949.707153
	Iteration 14Q: 3 clusters Score -1365844 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1366100.625000 Penalty: 1949.707153
	Iteration 15Q: 3 clusters Score -1366101 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1366293.625000 Penalty: 1949.707153
	Iteration 16Q: 3 clusters Score -1366294 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1366441.375000 Penalty: 1949.707153
	Iteration 17Q: 3 clusters Score -1366441 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1366553.375000 Penalty: 1949.707153
	Iteration 18Q: 3 clusters Score -1366553 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1366621.000000 Penalty: 1949.707153
	Iteration 19Q: 3 clusters Score -1366621 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1366684.375000 Penalty: 1949.707153
	Iteration 20F: 3 clusters Score -1366684 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1366742.500000 Penalty: 1949.707153
	Iteration 21Q: 3 clusters Score -1366742 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1366794.500000 Penalty: 1949.707153
	Iteration 22Q: 3 clusters Score -1366794 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1366856.000000 Penalty: 1949.707153
	Iteration 23Q: 3 clusters Score -1366856 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1366899.750000 Penalty: 1949.707153
	Iteration 24Q: 3 clusters Score -1366900 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1366952.625000 Penalty: 1949.707153
	Iteration 25Q: 3 clusters Score -1366953 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1366987.250000 Penalty: 1949.707153
	Iteration 26Q: 3 clusters Score -1366987 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1367028.750000 Penalty: 1949.707153
	Iteration 27Q: 3 clusters Score -1367029 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1367054.375000 Penalty: 1949.707153
	Iteration 28Q: 3 clusters Score -1367054 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1367081.500000 Penalty: 1949.707153
	Iteration 29Q: 3 clusters Score -1367082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1367094.750000 Penalty: 1949.707153
	Iteration 30Q: 3 clusters Score -1367095 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1367108.125000 Penalty: 1949.707153
	Iteration 31Q: 3 clusters Score -1367108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1367122.625000 Penalty: 1949.707153
	Iteration 32Q: 3 clusters Score -1367123 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1367138.000000 Penalty: 1949.707153
	Iteration 33Q: 3 clusters Score -1367138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1367150.750000 Penalty: 1949.707153
	Iteration 34Q: 3 clusters Score -1367151 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1367163.000000 Penalty: 1949.707153
	Iteration 35Q: 3 clusters Score -1367163 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1367173.750000 Penalty: 1949.707153
	Iteration 36Q: 3 clusters Score -1367174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1367179.750000 Penalty: 1949.707153
	Iteration 37Q: 3 clusters Score -1367180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1367189.625000 Penalty: 1949.707153
	Iteration 38Q: 3 clusters Score -1367190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1367196.375000 Penalty: 1949.707153
	Iteration 39Q: 3 clusters Score -1367196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1367202.875000 Penalty: 1949.707153
	Iteration 40F: 3 clusters Score -1367203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1367211.125000 Penalty: 1949.707153
	Iteration 41Q: 3 clusters Score -1367211 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1367222.250000 Penalty: 1949.707153
	Iteration 42Q: 3 clusters Score -1367222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1367223.875000 Penalty: 1949.707153
	Iteration 43Q: 3 clusters Score -1367224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1367230.625000 Penalty: 1949.707153
	Iteration 44Q: 3 clusters Score -1367231 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1367239.375000 Penalty: 1949.707153
	Iteration 45Q: 3 clusters Score -1367239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1367246.250000 Penalty: 1949.707153
	Iteration 46Q: 3 clusters Score -1367246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1367250.875000 Penalty: 1949.707153
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1367253.250000 Penalty: 1949.707153
	Iteration 48Q: 3 clusters Score -1367253 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1367260 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1367269.750000 Penalty: 1949.707153
	Iteration 50Q: 3 clusters Score -1367270 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1367273.750000 Penalty: 1949.707153
	Iteration 51Q: 3 clusters Score -1367274 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1367275 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1367279 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1367280 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1367287 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1367289 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1367303 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1367309 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1367318 nChanged 81
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Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1367328 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1367332 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1367332 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1367340 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1367333.625000 Penalty: 1949.707153
	Iteration 64Q: 3 clusters Score -1367334 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1367338 nChanged 64
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Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1367348 nChanged 52
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Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1367351 nChanged 62
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Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1367349 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1367354 nChanged 59
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Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1367362 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1367364 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1367373 nChanged 71
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Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1367387 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1367386 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1367390 nChanged 62
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Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1367390 nChanged 50
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Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1367399 nChanged 49
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Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1367401 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1367400 nChanged 52
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Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1367400 nChanged 38
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Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1367406 nChanged 34
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Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1367408 nChanged 36
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Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1367405 nChanged 26
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Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1367403 nChanged 32
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Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1367404 nChanged 33
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Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1367410 nChanged 33
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Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1367408 nChanged 41
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Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 18538 members 
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	Iteration 89Q: 3 clusters Score -1367413 nChanged 47
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Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 18585 members 
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	Iteration 90Q: 3 clusters Score -1367418 nChanged 43
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Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1367414 nChanged 60
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Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1367422 nChanged 69
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Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1367434 nChanged 90
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Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1367443 nChanged 91
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Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1367454 nChanged 99
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Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1367460 nChanged 112
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Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1367477 nChanged 130
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Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 19257 members 
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	Iteration 98Q: 3 clusters Score -1367494 nChanged 122
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Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 19375 members 
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	Iteration 99Q: 3 clusters Score -1367500 nChanged 117
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Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1367515 nChanged 106
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Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1367529 nChanged 128
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Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 19720 members 
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	Iteration 102Q: 3 clusters Score -1367545 nChanged 138
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Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1367564 nChanged 135
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Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 19989 members 
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	Iteration 104Q: 3 clusters Score -1367575 nChanged 149
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Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 20134 members 
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	Iteration 105Q: 3 clusters Score -1367595 nChanged 139
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Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 20273 members 
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	Iteration 106Q: 3 clusters Score -1367616 nChanged 153
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Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 20422 members 
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	Iteration 107Q: 3 clusters Score -1367639 nChanged 155
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Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1367661 nChanged 152
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Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 20729 members 
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	Iteration 109Q: 3 clusters Score -1367689 nChanged 162
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Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 20891 members 
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	Iteration 110Q: 3 clusters Score -1367719 nChanged 159
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Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 21050 members 
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	Iteration 111Q: 3 clusters Score -1367740 nChanged 166
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Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1367772 nChanged 171
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Mstep: Class 1 contains 7230 members 
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	Iteration 113Q: 3 clusters Score -1367800 nChanged 192
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Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1367838 nChanged 193
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Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 21764 members 
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	Iteration 115Q: 3 clusters Score -1367880 nChanged 202
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Mstep: Class 1 contains 6647 members 
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	Iteration 116Q: 3 clusters Score -1367909 nChanged 209
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Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22364 members 
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	Iteration 118Q: 3 clusters Score -1367980 nChanged 215
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	Iteration 119Q: 3 clusters Score -1368020 nChanged 193
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Mstep: Class 1 contains 5849 members 
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	Iteration 120F: 3 clusters Score -1368059 nChanged 195
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Mstep: Class 2 contains 22957 members 
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Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 23150 members 
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Mstep: Class 2 contains 23359 members 
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	Iteration 124Q: 3 clusters Score -1368243 nChanged 238
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Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 23827 members 
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	Iteration 125Q: 3 clusters Score -1368310 nChanged 254
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Mstep: Class 1 contains 4532 members 
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	Iteration 126Q: 3 clusters Score -1368380 nChanged 246
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	Iteration 127Q: 3 clusters Score -1368449 nChanged 254
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Mstep: Class 1 contains 3773 members 
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	Iteration 129Q: 3 clusters Score -1368615 nChanged 287
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Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1368727 nChanged 267
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Mstep: Class 1 contains 3219 members 
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	Iteration 131Q: 3 clusters Score -1368817 nChanged 234
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Mstep: Class 1 contains 2985 members 
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	Iteration 132Q: 3 clusters Score -1368896 nChanged 217
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Mstep: Class 1 contains 2768 members 
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	Iteration 133Q: 3 clusters Score -1368976 nChanged 204
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Mstep: Class 1 contains 2564 members 
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	Iteration 134Q: 3 clusters Score -1369058 nChanged 211
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Mstep: Class 2 contains 26258 members 
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	Iteration 135Q: 3 clusters Score -1369143 nChanged 220
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Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 26476 members 
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	Iteration 136Q: 3 clusters Score -1369240 nChanged 223
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Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -1369339.250000 Penalty: 1949.707153
	Iteration 137Q: 3 clusters Score -1369339 nChanged 187
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Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 26882 members 
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	Iteration 138Q: 3 clusters Score -1369407 nChanged 164
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27046 members 
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	Iteration 139Q: 3 clusters Score -1369476 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -1369551.000000 Penalty: 1949.707153
	Iteration 140F: 3 clusters Score -1369551 nChanged 133
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Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27332 members 
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Score: -1369630.625000 Penalty: 1949.707153
	Iteration 141Q: 3 clusters Score -1369631 nChanged 141
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Mstep: Class 1 contains 1140 members 
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Entering Unmasked Estep 
Score: -1369716.375000 Penalty: 1949.707153
	Iteration 142Q: 3 clusters Score -1369716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -1369794.500000 Penalty: 1949.707153
	Iteration 143Q: 3 clusters Score -1369794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -1369861.500000 Penalty: 1949.707153
	Iteration 144Q: 3 clusters Score -1369862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -1369917.000000 Penalty: 1949.707153
	Iteration 145Q: 3 clusters Score -1369917 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -1369971.000000 Penalty: 1949.707153
	Iteration 146Q: 3 clusters Score -1369971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -1369999.375000 Penalty: 1949.707153
	Iteration 147Q: 3 clusters Score -1369999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -1370023.750000 Penalty: 1949.707153
	Iteration 148Q: 3 clusters Score -1370024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -1370044.625000 Penalty: 1949.707153
	Iteration 149Q: 3 clusters Score -1370045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -1370056.750000 Penalty: 1949.707153
	Iteration 150Q: 3 clusters Score -1370057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -1370065.750000 Penalty: 1949.707153
	Iteration 151Q: 3 clusters Score -1370066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -1370069.625000 Penalty: 1949.707153
	Iteration 152Q: 3 clusters Score -1370070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -1370073.000000 Penalty: 1949.707153
	Iteration 153Q: 3 clusters Score -1370073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -1370076.125000 Penalty: 1949.707153
	Iteration 154Q: 3 clusters Score -1370076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -1370076.625000 Penalty: 1949.707153
	Iteration 155Q: 3 clusters Score -1370077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -1370076.250000 Penalty: 1949.707153
	Iteration 156Q: 3 clusters Score -1370076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -1370076.250000 Penalty: 1949.707153
	Iteration 157F: 3 clusters Score -1370076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -133416.937500 Penalty: 747.375000
	Iteration 0F: 2 clusters Score -133416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -131313.609375 Penalty: 1494.750000
	Iteration 0F: 3 clusters Score -131313.6 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -131881.359375 Penalty: 1494.750000
	Iteration 1F: 3 clusters Score -131881.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -132014.609375 Penalty: 1494.750000
	Iteration 2F: 3 clusters Score -132014.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -132142.500000 Penalty: 1494.750000
	Iteration 3F: 3 clusters Score -132142.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -132267.843750 Penalty: 1494.750000
	Iteration 4F: 3 clusters Score -132267.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -132398.421875 Penalty: 1494.750000
	Iteration 5F: 3 clusters Score -132398.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -132509.062500 Penalty: 1494.750000
	Iteration 6F: 3 clusters Score -132509.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -132607.812500 Penalty: 1494.750000
	Iteration 7Q: 3 clusters Score -132607.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -132685.593750 Penalty: 1494.750000
	Iteration 8Q: 3 clusters Score -132685.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -132761.062500 Penalty: 1494.750000
	Iteration 9Q: 3 clusters Score -132761.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -132812.296875 Penalty: 1494.750000
	Iteration 10Q: 3 clusters Score -132812.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -132848.343750 Penalty: 1494.750000
	Iteration 11Q: 3 clusters Score -132848.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -132870.078125 Penalty: 1494.750000
	Iteration 12Q: 3 clusters Score -132870.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -132890.062500 Penalty: 1494.750000
	Iteration 13Q: 3 clusters Score -132890.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -132900.468750 Penalty: 1494.750000
	Iteration 14Q: 3 clusters Score -132900.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -132907.265625 Penalty: 1494.750000
	Iteration 15Q: 3 clusters Score -132907.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -132912.421875 Penalty: 1494.750000
	Iteration 16Q: 3 clusters Score -132912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -132913.968750 Penalty: 1494.750000
	Iteration 17Q: 3 clusters Score -132914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -132916.171875 Penalty: 1494.750000
	Iteration 18Q: 3 clusters Score -132916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -132917.203125 Penalty: 1494.750000
	Iteration 19Q: 3 clusters Score -132917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -132917.906250 Penalty: 1494.750000
	Iteration 20F: 3 clusters Score -132917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -132919.140625 Penalty: 1494.750000
	Iteration 21Q: 3 clusters Score -132919.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -132919.875000 Penalty: 1494.750000
	Iteration 22Q: 3 clusters Score -132919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -132920.703125 Penalty: 1494.750000
	Iteration 23Q: 3 clusters Score -132920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -132923.593750 Penalty: 1494.750000
	Iteration 24Q: 3 clusters Score -132923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -132927.015625 Penalty: 1494.750000
	Iteration 25Q: 3 clusters Score -132927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -132931.390625 Penalty: 1494.750000
	Iteration 26Q: 3 clusters Score -132931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -132934.046875 Penalty: 1494.750000
	Iteration 27Q: 3 clusters Score -132934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -132937.218750 Penalty: 1494.750000
	Iteration 28Q: 3 clusters Score -132937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -132941.515625 Penalty: 1494.750000
	Iteration 29Q: 3 clusters Score -132941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -132942.859375 Penalty: 1494.750000
	Iteration 30Q: 3 clusters Score -132942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -132944.484375 Penalty: 1494.750000
	Iteration 31Q: 3 clusters Score -132944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -132944.484375 Penalty: 1494.750000
	Iteration 32F: 3 clusters Score -132944.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -114296.851562 Penalty: 717.661804
	Iteration 0F: 2 clusters Score -114296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -112587.437500 Penalty: 1435.323608
	Iteration 0F: 3 clusters Score -112587.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -113109.804688 Penalty: 1435.323608
	Iteration 1F: 3 clusters Score -113109.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -113246.671875 Penalty: 1435.323608
	Iteration 2F: 3 clusters Score -113246.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -113370.023438 Penalty: 1435.323608
	Iteration 3F: 3 clusters Score -113370 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -113468.242188 Penalty: 1435.323608
	Iteration 4F: 3 clusters Score -113468.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113575.953125 Penalty: 1435.323608
	Iteration 5F: 3 clusters Score -113576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113671.945312 Penalty: 1435.323608
	Iteration 6Q: 3 clusters Score -113671.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113723.585938 Penalty: 1435.323608
	Iteration 7Q: 3 clusters Score -113723.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113745.921875 Penalty: 1435.323608
	Iteration 8Q: 3 clusters Score -113745.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113756.921875 Penalty: 1435.323608
	Iteration 9Q: 3 clusters Score -113756.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113765.289062 Penalty: 1435.323608
	Iteration 10Q: 3 clusters Score -113765.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113774.453125 Penalty: 1435.323608
	Iteration 11Q: 3 clusters Score -113774.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113779.484375 Penalty: 1435.323608
	Iteration 12Q: 3 clusters Score -113779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113783.101562 Penalty: 1435.323608
	Iteration 13Q: 3 clusters Score -113783.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113784.554688 Penalty: 1435.323608
	Iteration 14Q: 3 clusters Score -113784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113785.750000 Penalty: 1435.323608
	Iteration 15Q: 3 clusters Score -113785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113786.945312 Penalty: 1435.323608
	Iteration 16Q: 3 clusters Score -113786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113787.742188 Penalty: 1435.323608
	Iteration 17Q: 3 clusters Score -113787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113788.585938 Penalty: 1435.323608
	Iteration 18Q: 3 clusters Score -113788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113790.132812 Penalty: 1435.323608
	Iteration 19Q: 3 clusters Score -113790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113791.437500 Penalty: 1435.323608
	Iteration 20F: 3 clusters Score -113791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113792.648438 Penalty: 1435.323608
	Iteration 21Q: 3 clusters Score -113792.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113792.960938 Penalty: 1435.323608
	Iteration 22Q: 3 clusters Score -113793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113792.960938 Penalty: 1435.323608
	Iteration 23F: 3 clusters Score -113793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Entering Unmasked Estep 
Score: -179290.593750 Penalty: 775.086182
	Iteration 0F: 2 clusters Score -179290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -176653.640625 Penalty: 1550.172363
	Iteration 0F: 3 clusters Score -176653.6 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -177539.125000 Penalty: 1550.172363
	Iteration 1F: 3 clusters Score -177539.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -177757.859375 Penalty: 1550.172363
	Iteration 2F: 3 clusters Score -177757.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -177942.531250 Penalty: 1550.172363
	Iteration 3F: 3 clusters Score -177942.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -178144.671875 Penalty: 1550.172363
	Iteration 4F: 3 clusters Score -178144.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -178294.781250 Penalty: 1550.172363
	Iteration 5F: 3 clusters Score -178294.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -178428.593750 Penalty: 1550.172363
	Iteration 6Q: 3 clusters Score -178428.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -178537.250000 Penalty: 1550.172363
	Iteration 7Q: 3 clusters Score -178537.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -178615.750000 Penalty: 1550.172363
	Iteration 8Q: 3 clusters Score -178615.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -178676.531250 Penalty: 1550.172363
	Iteration 9Q: 3 clusters Score -178676.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -178725.171875 Penalty: 1550.172363
	Iteration 10Q: 3 clusters Score -178725.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -178765.734375 Penalty: 1550.172363
	Iteration 11Q: 3 clusters Score -178765.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -178796.687500 Penalty: 1550.172363
	Iteration 12Q: 3 clusters Score -178796.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -178813.921875 Penalty: 1550.172363
	Iteration 13Q: 3 clusters Score -178813.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -178824.968750 Penalty: 1550.172363
	Iteration 14Q: 3 clusters Score -178825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -178837.109375 Penalty: 1550.172363
	Iteration 15Q: 3 clusters Score -178837.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -178855.875000 Penalty: 1550.172363
	Iteration 16Q: 3 clusters Score -178855.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -178879.281250 Penalty: 1550.172363
	Iteration 17Q: 3 clusters Score -178879.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -178893.687500 Penalty: 1550.172363
	Iteration 18Q: 3 clusters Score -178893.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -178912.375000 Penalty: 1550.172363
	Iteration 19Q: 3 clusters Score -178912.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -178929.750000 Penalty: 1550.172363
	Iteration 20F: 3 clusters Score -178929.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -178939.156250 Penalty: 1550.172363
	Iteration 21Q: 3 clusters Score -178939.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -178943.750000 Penalty: 1550.172363
	Iteration 22Q: 3 clusters Score -178943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -178948.468750 Penalty: 1550.172363
	Iteration 23Q: 3 clusters Score -178948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -178950.281250 Penalty: 1550.172363
	Iteration 24Q: 3 clusters Score -178950.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -178953.437500 Penalty: 1550.172363
	Iteration 25Q: 3 clusters Score -178953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -178955.781250 Penalty: 1550.172363
	Iteration 26Q: 3 clusters Score -178955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -178957.656250 Penalty: 1550.172363
	Iteration 27Q: 3 clusters Score -178957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -178957.984375 Penalty: 1550.172363
	Iteration 28Q: 3 clusters Score -178958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -178958.437500 Penalty: 1550.172363
	Iteration 29Q: 3 clusters Score -178958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -178958.437500 Penalty: 1550.172363
	Iteration 30F: 3 clusters Score -178958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -182187.968750 Penalty: 766.408997
	Iteration 0F: 2 clusters Score -182188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -179735.890625 Penalty: 1532.817993
	Iteration 0F: 3 clusters Score -179735.9 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -180550.781250 Penalty: 1532.817993
	Iteration 1F: 3 clusters Score -180550.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -180733.062500 Penalty: 1532.817993
	Iteration 2F: 3 clusters Score -180733.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -180896.171875 Penalty: 1532.817993
	Iteration 3F: 3 clusters Score -180896.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -181030.609375 Penalty: 1532.817993
	Iteration 4F: 3 clusters Score -181030.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -181138.609375 Penalty: 1532.817993
	Iteration 5Q: 3 clusters Score -181138.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -181229.203125 Penalty: 1532.817993
	Iteration 6Q: 3 clusters Score -181229.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -181294.640625 Penalty: 1532.817993
	Iteration 7Q: 3 clusters Score -181294.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -181350.734375 Penalty: 1532.817993
	Iteration 8Q: 3 clusters Score -181350.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -181395.640625 Penalty: 1532.817993
	Iteration 9Q: 3 clusters Score -181395.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -181438.218750 Penalty: 1532.817993
	Iteration 10Q: 3 clusters Score -181438.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -181469.125000 Penalty: 1532.817993
	Iteration 11Q: 3 clusters Score -181469.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -181493.015625 Penalty: 1532.817993
	Iteration 12Q: 3 clusters Score -181493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -181509.953125 Penalty: 1532.817993
	Iteration 13Q: 3 clusters Score -181510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -181522.953125 Penalty: 1532.817993
	Iteration 14Q: 3 clusters Score -181523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -181532.734375 Penalty: 1532.817993
	Iteration 15Q: 3 clusters Score -181532.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -181548.437500 Penalty: 1532.817993
	Iteration 16Q: 3 clusters Score -181548.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -181563.218750 Penalty: 1532.817993
	Iteration 17Q: 3 clusters Score -181563.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -181581.875000 Penalty: 1532.817993
	Iteration 18Q: 3 clusters Score -181581.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -181600.812500 Penalty: 1532.817993
	Iteration 19Q: 3 clusters Score -181600.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -181619.265625 Penalty: 1532.817993
	Iteration 20F: 3 clusters Score -181619.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -181642.125000 Penalty: 1532.817993
	Iteration 21Q: 3 clusters Score -181642.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -181665.078125 Penalty: 1532.817993
	Iteration 22Q: 3 clusters Score -181665.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181681.250000 Penalty: 1532.817993
	Iteration 23Q: 3 clusters Score -181681.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -181694.750000 Penalty: 1532.817993
	Iteration 24Q: 3 clusters Score -181694.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -181707.843750 Penalty: 1532.817993
	Iteration 25Q: 3 clusters Score -181707.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -181718.031250 Penalty: 1532.817993
	Iteration 26Q: 3 clusters Score -181718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -181725.109375 Penalty: 1532.817993
	Iteration 27Q: 3 clusters Score -181725.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -181731.625000 Penalty: 1532.817993
	Iteration 28Q: 3 clusters Score -181731.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -181734.953125 Penalty: 1532.817993
	Iteration 29Q: 3 clusters Score -181735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -181737.562500 Penalty: 1532.817993
	Iteration 30Q: 3 clusters Score -181737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -181742.265625 Penalty: 1532.817993
	Iteration 31Q: 3 clusters Score -181742.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -181745.484375 Penalty: 1532.817993
	Iteration 32Q: 3 clusters Score -181745.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181747.484375 Penalty: 1532.817993
	Iteration 33Q: 3 clusters Score -181747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -181748.312500 Penalty: 1532.817993
	Iteration 34Q: 3 clusters Score -181748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181749.500000 Penalty: 1532.817993
	Iteration 35Q: 3 clusters Score -181749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181750.031250 Penalty: 1532.817993
	Iteration 36Q: 3 clusters Score -181750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181750.031250 Penalty: 1532.817993
	Iteration 37F: 3 clusters Score -181750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5486 members 
Mstep: Class 4 contains 8119 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4894 members 
Mstep: Class 8 contains 36549 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132864 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286606 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633660.000000 Penalty: 34655.218750
Iteration 199Q: 28 clusters Score -3.863366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5486 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 36549 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132870 members 
Mstep: Class 12 contains 75049 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286603 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633660.000000 Penalty: 34655.218750
Iteration 200F: 28 clusters Score -3.863366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5482 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 36549 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132874 members 
Mstep: Class 12 contains 75048 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286603 members 
Mstep: Class 20 contains 33864 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633672.000000 Penalty: 34655.218750
Iteration 201Q: 28 clusters Score -3.863367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132878 members 
Mstep: Class 12 contains 75047 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286600 members 
Mstep: Class 20 contains 33865 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633672.000000 Penalty: 34655.218750
Iteration 202Q: 28 clusters Score -3.863367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132886 members 
Mstep: Class 12 contains 75046 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286594 members 
Mstep: Class 20 contains 33865 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633688.000000 Penalty: 34655.218750
Iteration 203Q: 28 clusters Score -3.863369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132894 members 
Mstep: Class 12 contains 75044 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286590 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633668.000000 Penalty: 34655.218750
Iteration 204Q: 28 clusters Score -3.863367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 36546 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132902 members 
Mstep: Class 12 contains 75042 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286586 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633684.000000 Penalty: 34655.218750
Iteration 205Q: 28 clusters Score -3.863368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 36548 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286583 members 
Mstep: Class 20 contains 33862 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633696.000000 Penalty: 34655.218750
Iteration 206Q: 28 clusters Score -3.86337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286584 members 
Mstep: Class 20 contains 33862 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633688.000000 Penalty: 34655.218750
Iteration 207Q: 28 clusters Score -3.863369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 36544 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286587 members 
Mstep: Class 20 contains 33862 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633688.000000 Penalty: 34655.218750
Iteration 208Q: 28 clusters Score -3.863369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 36546 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286585 members 
Mstep: Class 20 contains 33862 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633684.000000 Penalty: 34655.218750
Iteration 209Q: 28 clusters Score -3.863368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286584 members 
Mstep: Class 20 contains 33862 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633680.000000 Penalty: 34655.218750
Iteration 210Q: 28 clusters Score -3.863368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286584 members 
Mstep: Class 20 contains 33862 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633680.000000 Penalty: 34655.218750
Iteration 211F: 28 clusters Score -3.863368e+07 nChanged 0
Entering ConstructFrom: 
Score: -38633680.000000 Penalty: 34655.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -332833.093750 Penalty: 817.005920
	Iteration 0F: 2 clusters Score -332833.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -328877.718750 Penalty: 1634.011841
	Iteration 0F: 3 clusters Score -328877.7 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -330110.625000 Penalty: 1634.011841
	Iteration 1F: 3 clusters Score -330110.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -330297.843750 Penalty: 1634.011841
	Iteration 2F: 3 clusters Score -330297.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -330534.093750 Penalty: 1634.011841
	Iteration 3F: 3 clusters Score -330534.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -330869.625000 Penalty: 1634.011841
	Iteration 4F: 3 clusters Score -330869.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -331232.500000 Penalty: 1634.011841
	Iteration 5F: 3 clusters Score -331232.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -331544.343750 Penalty: 1634.011841
	Iteration 6F: 3 clusters Score -331544.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -331775.593750 Penalty: 1634.011841
	Iteration 7Q: 3 clusters Score -331775.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -331913.406250 Penalty: 1634.011841
	Iteration 8Q: 3 clusters Score -331913.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -331989.468750 Penalty: 1634.011841
	Iteration 9Q: 3 clusters Score -331989.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -332027.906250 Penalty: 1634.011841
	Iteration 10Q: 3 clusters Score -332027.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -332053.937500 Penalty: 1634.011841
	Iteration 11Q: 3 clusters Score -332053.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -332081.375000 Penalty: 1634.011841
	Iteration 12Q: 3 clusters Score -332081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -332099.187500 Penalty: 1634.011841
	Iteration 13Q: 3 clusters Score -332099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -332103.781250 Penalty: 1634.011841
	Iteration 14Q: 3 clusters Score -332103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -332106.281250 Penalty: 1634.011841
	Iteration 15Q: 3 clusters Score -332106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -332107.843750 Penalty: 1634.011841
	Iteration 16Q: 3 clusters Score -332107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -332111.093750 Penalty: 1634.011841
	Iteration 17Q: 3 clusters Score -332111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -332113.968750 Penalty: 1634.011841
	Iteration 18Q: 3 clusters Score -332114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -332115.781250 Penalty: 1634.011841
	Iteration 19Q: 3 clusters Score -332115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -332115.781250 Penalty: 1634.011841
	Iteration 20F: 3 clusters Score -332115.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Entering Unmasked Estep 
Score: -259940.734375 Penalty: 803.073059
	Iteration 0F: 2 clusters Score -259940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -256535.625000 Penalty: 1606.146118
	Iteration 0F: 3 clusters Score -256535.6 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -257647.265625 Penalty: 1606.146118
	Iteration 1F: 3 clusters Score -257647.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -257800.953125 Penalty: 1606.146118
	Iteration 2F: 3 clusters Score -257801 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -257937.296875 Penalty: 1606.146118
	Iteration 3F: 3 clusters Score -257937.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -258075.890625 Penalty: 1606.146118
	Iteration 4F: 3 clusters Score -258075.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -258222.921875 Penalty: 1606.146118
	Iteration 5Q: 3 clusters Score -258222.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -258378.078125 Penalty: 1606.146118
	Iteration 6Q: 3 clusters Score -258378.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -258521.296875 Penalty: 1606.146118
	Iteration 7Q: 3 clusters Score -258521.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -258658.812500 Penalty: 1606.146118
	Iteration 8Q: 3 clusters Score -258658.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -258788.234375 Penalty: 1606.146118
	Iteration 9Q: 3 clusters Score -258788.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -258895.781250 Penalty: 1606.146118
	Iteration 10Q: 3 clusters Score -258895.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -258969.953125 Penalty: 1606.146118
	Iteration 11Q: 3 clusters Score -258970 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -259015.328125 Penalty: 1606.146118
	Iteration 12Q: 3 clusters Score -259015.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -259042.234375 Penalty: 1606.146118
	Iteration 13Q: 3 clusters Score -259042.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -259057.968750 Penalty: 1606.146118
	Iteration 14Q: 3 clusters Score -259058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -259065.406250 Penalty: 1606.146118
	Iteration 15Q: 3 clusters Score -259065.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -259071.078125 Penalty: 1606.146118
	Iteration 16Q: 3 clusters Score -259071.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -259076.359375 Penalty: 1606.146118
	Iteration 17Q: 3 clusters Score -259076.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -259079.750000 Penalty: 1606.146118
	Iteration 18Q: 3 clusters Score -259079.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -259084.796875 Penalty: 1606.146118
	Iteration 19Q: 3 clusters Score -259084.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -259090.671875 Penalty: 1606.146118
	Iteration 20F: 3 clusters Score -259090.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -259094.546875 Penalty: 1606.146118
	Iteration 21Q: 3 clusters Score -259094.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -259097.515625 Penalty: 1606.146118
	Iteration 22Q: 3 clusters Score -259097.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -259098.343750 Penalty: 1606.146118
	Iteration 23Q: 3 clusters Score -259098.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -259099.203125 Penalty: 1606.146118
	Iteration 24Q: 3 clusters Score -259099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -259099.609375 Penalty: 1606.146118
	Iteration 25Q: 3 clusters Score -259099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -259100.015625 Penalty: 1606.146118
	Iteration 26Q: 3 clusters Score -259100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -259100.781250 Penalty: 1606.146118
	Iteration 27Q: 3 clusters Score -259100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -259102.765625 Penalty: 1606.146118
	Iteration 28Q: 3 clusters Score -259102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -259104.093750 Penalty: 1606.146118
	Iteration 29Q: 3 clusters Score -259104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -259104.625000 Penalty: 1606.146118
	Iteration 30Q: 3 clusters Score -259104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -259104.703125 Penalty: 1606.146118
	Iteration 31Q: 3 clusters Score -259104.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -259104.703125 Penalty: 1606.146118
	Iteration 32F: 3 clusters Score -259104.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -305263.625000 Penalty: 817.841675
	Iteration 0F: 2 clusters Score -305263.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -301341.125000 Penalty: 1635.683350
	Iteration 0F: 3 clusters Score -301341.1 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -302558.156250 Penalty: 1635.683350
	Iteration 1F: 3 clusters Score -302558.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -302685.906250 Penalty: 1635.683350
	Iteration 2F: 3 clusters Score -302685.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -302817.156250 Penalty: 1635.683350
	Iteration 3Q: 3 clusters Score -302817.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -302982.437500 Penalty: 1635.683350
	Iteration 4Q: 3 clusters Score -302982.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -303184.281250 Penalty: 1635.683350
	Iteration 5F: 3 clusters Score -303184.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -303389.718750 Penalty: 1635.683350
	Iteration 6F: 3 clusters Score -303389.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -303616.937500 Penalty: 1635.683350
	Iteration 7F: 3 clusters Score -303616.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -303848.468750 Penalty: 1635.683350
	Iteration 8F: 3 clusters Score -303848.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -304025.218750 Penalty: 1635.683350
	Iteration 9Q: 3 clusters Score -304025.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -304168.718750 Penalty: 1635.683350
	Iteration 10Q: 3 clusters Score -304168.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -304248.156250 Penalty: 1635.683350
	Iteration 11Q: 3 clusters Score -304248.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -304286.531250 Penalty: 1635.683350
	Iteration 12Q: 3 clusters Score -304286.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -304317.875000 Penalty: 1635.683350
	Iteration 13Q: 3 clusters Score -304317.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -304337.937500 Penalty: 1635.683350
	Iteration 14Q: 3 clusters Score -304337.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -304351.812500 Penalty: 1635.683350
	Iteration 15Q: 3 clusters Score -304351.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -304361.406250 Penalty: 1635.683350
	Iteration 16Q: 3 clusters Score -304361.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -304372.468750 Penalty: 1635.683350
	Iteration 17Q: 3 clusters Score -304372.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -304380.468750 Penalty: 1635.683350
	Iteration 18Q: 3 clusters Score -304380.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -304386.406250 Penalty: 1635.683350
	Iteration 19Q: 3 clusters Score -304386.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -304394.687500 Penalty: 1635.683350
	Iteration 20F: 3 clusters Score -304394.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -304399.687500 Penalty: 1635.683350
	Iteration 21Q: 3 clusters Score -304399.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -304404.125000 Penalty: 1635.683350
	Iteration 22Q: 3 clusters Score -304404.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -304406.875000 Penalty: 1635.683350
	Iteration 23Q: 3 clusters Score -304406.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -304408.468750 Penalty: 1635.683350
	Iteration 24Q: 3 clusters Score -304408.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -304409.531250 Penalty: 1635.683350
	Iteration 25Q: 3 clusters Score -304409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -304409.625000 Penalty: 1635.683350
	Iteration 26Q: 3 clusters Score -304409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -304410.718750 Penalty: 1635.683350
	Iteration 27Q: 3 clusters Score -304410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -304411.375000 Penalty: 1635.683350
	Iteration 28Q: 3 clusters Score -304411.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -304412.500000 Penalty: 1635.683350
	Iteration 29Q: 3 clusters Score -304412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -304412.500000 Penalty: 1635.683350
	Iteration 30F: 3 clusters Score -304412.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Entering Unmasked Estep 
Score: -413320.875000 Penalty: 855.174683
	Iteration 0F: 2 clusters Score -413320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -407787.156250 Penalty: 1710.349365
	Iteration 0F: 3 clusters Score -407787.2 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -409734.843750 Penalty: 1710.349365
	Iteration 1F: 3 clusters Score -409734.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -409933.531250 Penalty: 1710.349365
	Iteration 2F: 3 clusters Score -409933.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -410145.593750 Penalty: 1710.349365
	Iteration 3F: 3 clusters Score -410145.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -410412.218750 Penalty: 1710.349365
	Iteration 4F: 3 clusters Score -410412.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -410726.250000 Penalty: 1710.349365
	Iteration 5F: 3 clusters Score -410726.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -410989.687500 Penalty: 1710.349365
	Iteration 6F: 3 clusters Score -410989.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -411193.000000 Penalty: 1710.349365
	Iteration 7Q: 3 clusters Score -411193 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -411373.468750 Penalty: 1710.349365
	Iteration 8Q: 3 clusters Score -411373.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -411545.968750 Penalty: 1710.349365
	Iteration 9Q: 3 clusters Score -411546 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -411703.625000 Penalty: 1710.349365
	Iteration 10Q: 3 clusters Score -411703.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -411833.125000 Penalty: 1710.349365
	Iteration 11Q: 3 clusters Score -411833.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -411927.281250 Penalty: 1710.349365
	Iteration 12Q: 3 clusters Score -411927.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -411998.000000 Penalty: 1710.349365
	Iteration 13Q: 3 clusters Score -411998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -412036.718750 Penalty: 1710.349365
	Iteration 14Q: 3 clusters Score -412036.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -412066.093750 Penalty: 1710.349365
	Iteration 15Q: 3 clusters Score -412066.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -412090.218750 Penalty: 1710.349365
	Iteration 16Q: 3 clusters Score -412090.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -412108.375000 Penalty: 1710.349365
	Iteration 17Q: 3 clusters Score -412108.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -412119.187500 Penalty: 1710.349365
	Iteration 18Q: 3 clusters Score -412119.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -412129.656250 Penalty: 1710.349365
	Iteration 19Q: 3 clusters Score -412129.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -412139.281250 Penalty: 1710.349365
	Iteration 20F: 3 clusters Score -412139.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -412152.312500 Penalty: 1710.349365
	Iteration 21Q: 3 clusters Score -412152.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -412165.968750 Penalty: 1710.349365
	Iteration 22Q: 3 clusters Score -412166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -412173.406250 Penalty: 1710.349365
	Iteration 23Q: 3 clusters Score -412173.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -412180.906250 Penalty: 1710.349365
	Iteration 24Q: 3 clusters Score -412180.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -412184.343750 Penalty: 1710.349365
	Iteration 25Q: 3 clusters Score -412184.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -412187.812500 Penalty: 1710.349365
	Iteration 26Q: 3 clusters Score -412187.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -412192.000000 Penalty: 1710.349365
	Iteration 27Q: 3 clusters Score -412192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -412197.531250 Penalty: 1710.349365
	Iteration 28Q: 3 clusters Score -412197.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -412204.343750 Penalty: 1710.349365
	Iteration 29Q: 3 clusters Score -412204.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -412212.406250 Penalty: 1710.349365
	Iteration 30Q: 3 clusters Score -412212.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -412220.937500 Penalty: 1710.349365
	Iteration 31Q: 3 clusters Score -412220.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -412229.656250 Penalty: 1710.349365
	Iteration 32Q: 3 clusters Score -412229.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -412236.406250 Penalty: 1710.349365
	Iteration 33Q: 3 clusters Score -412236.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -412244.312500 Penalty: 1710.349365
	Iteration 34Q: 3 clusters Score -412244.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -412251.000000 Penalty: 1710.349365
	Iteration 35Q: 3 clusters Score -412251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -412256.843750 Penalty: 1710.349365
	Iteration 36Q: 3 clusters Score -412256.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -412265.250000 Penalty: 1710.349365
	Iteration 37Q: 3 clusters Score -412265.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -412271.781250 Penalty: 1710.349365
	Iteration 38Q: 3 clusters Score -412271.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -412277.468750 Penalty: 1710.349365
	Iteration 39Q: 3 clusters Score -412277.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -412283.562500 Penalty: 1710.349365
	Iteration 40F: 3 clusters Score -412283.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -412287.625000 Penalty: 1710.349365
	Iteration 41Q: 3 clusters Score -412287.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -412290.968750 Penalty: 1710.349365
	Iteration 42Q: 3 clusters Score -412291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -412293.312500 Penalty: 1710.349365
	Iteration 43Q: 3 clusters Score -412293.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -412297.437500 Penalty: 1710.349365
	Iteration 44Q: 3 clusters Score -412297.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -412300.250000 Penalty: 1710.349365
	Iteration 45Q: 3 clusters Score -412300.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -412304.250000 Penalty: 1710.349365
	Iteration 46Q: 3 clusters Score -412304.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -412308.156250 Penalty: 1710.349365
	Iteration 47Q: 3 clusters Score -412308.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -412317.187500 Penalty: 1710.349365
	Iteration 48Q: 3 clusters Score -412317.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -412329.000000 Penalty: 1710.349365
	Iteration 49Q: 3 clusters Score -412329 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -412345.500000 Penalty: 1710.349365
	Iteration 50Q: 3 clusters Score -412345.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -412366.281250 Penalty: 1710.349365
	Iteration 51Q: 3 clusters Score -412366.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -412386.312500 Penalty: 1710.349365
	Iteration 52Q: 3 clusters Score -412386.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -412413.781250 Penalty: 1710.349365
	Iteration 53Q: 3 clusters Score -412413.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -412448.843750 Penalty: 1710.349365
	Iteration 54Q: 3 clusters Score -412448.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -412478.093750 Penalty: 1710.349365
	Iteration 55Q: 3 clusters Score -412478.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -412513.156250 Penalty: 1710.349365
	Iteration 56Q: 3 clusters Score -412513.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -412546.531250 Penalty: 1710.349365
	Iteration 57Q: 3 clusters Score -412546.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -412580.031250 Penalty: 1710.349365
	Iteration 58Q: 3 clusters Score -412580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -412615.625000 Penalty: 1710.349365
	Iteration 59Q: 3 clusters Score -412615.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -412658.062500 Penalty: 1710.349365
	Iteration 60F: 3 clusters Score -412658.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -412722.062500 Penalty: 1710.349365
	Iteration 61Q: 3 clusters Score -412722.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -412801.031250 Penalty: 1710.349365
	Iteration 62Q: 3 clusters Score -412801 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -412899.531250 Penalty: 1710.349365
	Iteration 63Q: 3 clusters Score -412899.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -413010.375000 Penalty: 1710.349365
	Iteration 64Q: 3 clusters Score -413010.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -413118.093750 Penalty: 1710.349365
	Iteration 65Q: 3 clusters Score -413118.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -413211.750000 Penalty: 1710.349365
	Iteration 66Q: 3 clusters Score -413211.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -413304.687500 Penalty: 1710.349365
	Iteration 67Q: 3 clusters Score -413304.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -413377.562500 Penalty: 1710.349365
	Iteration 68Q: 3 clusters Score -413377.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -413439.562500 Penalty: 1710.349365
	Iteration 69Q: 3 clusters Score -413439.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -413508.375000 Penalty: 1710.349365
	Iteration 70Q: 3 clusters Score -413508.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -413564.531250 Penalty: 1710.349365
	Iteration 71Q: 3 clusters Score -413564.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -413595.031250 Penalty: 1710.349365
	Iteration 72Q: 3 clusters Score -413595 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -413624.343750 Penalty: 1710.349365
	Iteration 73Q: 3 clusters Score -413624.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -413642.312500 Penalty: 1710.349365
	Iteration 74Q: 3 clusters Score -413642.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -413656.718750 Penalty: 1710.349365
	Iteration 75Q: 3 clusters Score -413656.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -413664.937500 Penalty: 1710.349365
	Iteration 76Q: 3 clusters Score -413664.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -413672.687500 Penalty: 1710.349365
	Iteration 77Q: 3 clusters Score -413672.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -413677.625000 Penalty: 1710.349365
	Iteration 78Q: 3 clusters Score -413677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -413683.156250 Penalty: 1710.349365
	Iteration 79Q: 3 clusters Score -413683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -413688.937500 Penalty: 1710.349365
	Iteration 80F: 3 clusters Score -413688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -413691.093750 Penalty: 1710.349365
	Iteration 81Q: 3 clusters Score -413691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -413691.625000 Penalty: 1710.349365
	Iteration 82Q: 3 clusters Score -413691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -413693.687500 Penalty: 1710.349365
	Iteration 83Q: 3 clusters Score -413693.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -413693.875000 Penalty: 1710.349365
	Iteration 84Q: 3 clusters Score -413693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -413696.281250 Penalty: 1710.349365
	Iteration 85Q: 3 clusters Score -413696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -413697.500000 Penalty: 1710.349365
	Iteration 86Q: 3 clusters Score -413697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -413698.218750 Penalty: 1710.349365
	Iteration 87Q: 3 clusters Score -413698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -413699.375000 Penalty: 1710.349365
	Iteration 88Q: 3 clusters Score -413699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -413699.375000 Penalty: 1710.349365
	Iteration 89F: 3 clusters Score -413699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 952 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286584 members 
Mstep: Class 20 contains 33862 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 7166 members 
Entering Unmasked Estep 
Score: -38633552.000000 Penalty: 35938.746094
Splitting cluster 4 changes total score from -38633680.000000 to -38633552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Entering Unmasked Estep 
Score: -541501.500000 Penalty: 888.350525
	Iteration 0F: 2 clusters Score -541501.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -533796.562500 Penalty: 1776.701050
	Iteration 0F: 3 clusters Score -533796.6 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -536648.875000 Penalty: 1776.701050
	Iteration 1F: 3 clusters Score -536648.9 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -536987.750000 Penalty: 1776.701050
	Iteration 2F: 3 clusters Score -536987.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -537410.062500 Penalty: 1776.701050
	Iteration 3F: 3 clusters Score -537410.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -537984.812500 Penalty: 1776.701050
	Iteration 4F: 3 clusters Score -537984.8 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -538695.250000 Penalty: 1776.701050
	Iteration 5F: 3 clusters Score -538695.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -539385.250000 Penalty: 1776.701050
	Iteration 6F: 3 clusters Score -539385.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -539954.437500 Penalty: 1776.701050
	Iteration 7F: 3 clusters Score -539954.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -540339.437500 Penalty: 1776.701050
	Iteration 8Q: 3 clusters Score -540339.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -540624.250000 Penalty: 1776.701050
	Iteration 9Q: 3 clusters Score -540624.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -540813.625000 Penalty: 1776.701050
	Iteration 10Q: 3 clusters Score -540813.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -540924.312500 Penalty: 1776.701050
	Iteration 11Q: 3 clusters Score -540924.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -540986.750000 Penalty: 1776.701050
	Iteration 12Q: 3 clusters Score -540986.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -541013.125000 Penalty: 1776.701050
	Iteration 13Q: 3 clusters Score -541013.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -541022.687500 Penalty: 1776.701050
	Iteration 14Q: 3 clusters Score -541022.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -541027.437500 Penalty: 1776.701050
	Iteration 15Q: 3 clusters Score -541027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -541031.687500 Penalty: 1776.701050
	Iteration 16Q: 3 clusters Score -541031.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -541033.562500 Penalty: 1776.701050
	Iteration 17Q: 3 clusters Score -541033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -541035.312500 Penalty: 1776.701050
	Iteration 18Q: 3 clusters Score -541035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -541034.062500 Penalty: 1776.701050
	Iteration 19Q: 3 clusters Score -541034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -541034.375000 Penalty: 1776.701050
	Iteration 20F: 3 clusters Score -541034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -541034.875000 Penalty: 1776.701050
	Iteration 21Q: 3 clusters Score -541034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -541035.062500 Penalty: 1776.701050
	Iteration 22Q: 3 clusters Score -541035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -541034.812500 Penalty: 1776.701050
	Iteration 23Q: 3 clusters Score -541034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -541034.812500 Penalty: 1776.701050
	Iteration 24F: 3 clusters Score -541034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Entering Unmasked Estep 
Score: -1078098.000000 Penalty: 941.545837
	Iteration 0F: 2 clusters Score -1078098 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 10147 members 
Entering Unmasked Estep 
Score: -1064609.125000 Penalty: 1883.091675
	Iteration 0F: 3 clusters Score -1064609 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1069987.000000 Penalty: 1883.091675
	Iteration 1F: 3 clusters Score -1069987 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1070727.750000 Penalty: 1883.091675
	Iteration 2F: 3 clusters Score -1070728 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1071608.750000 Penalty: 1883.091675
	Iteration 3F: 3 clusters Score -1071609 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1072448.000000 Penalty: 1883.091675
	Iteration 4F: 3 clusters Score -1072448 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1073167.125000 Penalty: 1883.091675
	Iteration 5F: 3 clusters Score -1073167 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1073831.375000 Penalty: 1883.091675
	Iteration 6F: 3 clusters Score -1073831 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1074415.875000 Penalty: 1883.091675
	Iteration 7Q: 3 clusters Score -1074416 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1075004.375000 Penalty: 1883.091675
	Iteration 8Q: 3 clusters Score -1075004 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1075535.250000 Penalty: 1883.091675
	Iteration 9Q: 3 clusters Score -1075535 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1075991.875000 Penalty: 1883.091675
	Iteration 10Q: 3 clusters Score -1075992 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1076408.250000 Penalty: 1883.091675
	Iteration 11Q: 3 clusters Score -1076408 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1076803.500000 Penalty: 1883.091675
	Iteration 12Q: 3 clusters Score -1076804 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -1076968.875000 Penalty: 1883.091675
	Iteration 13Q: 3 clusters Score -1076969 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1077040.875000 Penalty: 1883.091675
	Iteration 14Q: 3 clusters Score -1077041 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1077115.750000 Penalty: 1883.091675
	Iteration 15Q: 3 clusters Score -1077116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1077161.875000 Penalty: 1883.091675
	Iteration 16Q: 3 clusters Score -1077162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1077196.625000 Penalty: 1883.091675
	Iteration 17Q: 3 clusters Score -1077197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1077222.250000 Penalty: 1883.091675
	Iteration 18Q: 3 clusters Score -1077222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -1077241.500000 Penalty: 1883.091675
	Iteration 19Q: 3 clusters Score -1077242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -1077265.375000 Penalty: 1883.091675
	Iteration 20F: 3 clusters Score -1077265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -1077273.750000 Penalty: 1883.091675
	Iteration 21Q: 3 clusters Score -1077274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1077280.625000 Penalty: 1883.091675
	Iteration 22Q: 3 clusters Score -1077281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -1077294.625000 Penalty: 1883.091675
	Iteration 23Q: 3 clusters Score -1077295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -1077304.625000 Penalty: 1883.091675
	Iteration 24Q: 3 clusters Score -1077305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1077312.750000 Penalty: 1883.091675
	Iteration 25Q: 3 clusters Score -1077313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1077322.250000 Penalty: 1883.091675
	Iteration 26Q: 3 clusters Score -1077322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -1077331.625000 Penalty: 1883.091675
	Iteration 27Q: 3 clusters Score -1077332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1077337.500000 Penalty: 1883.091675
	Iteration 28Q: 3 clusters Score -1077338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1077342.375000 Penalty: 1883.091675
	Iteration 29Q: 3 clusters Score -1077342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1077343.375000 Penalty: 1883.091675
	Iteration 30Q: 3 clusters Score -1077343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1077349.250000 Penalty: 1883.091675
	Iteration 31Q: 3 clusters Score -1077349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1077351.875000 Penalty: 1883.091675
	Iteration 32Q: 3 clusters Score -1077352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1077352.500000 Penalty: 1883.091675
	Iteration 33Q: 3 clusters Score -1077352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -1077353.625000 Penalty: 1883.091675
	Iteration 34Q: 3 clusters Score -1077354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1077353.875000 Penalty: 1883.091675
	Iteration 35Q: 3 clusters Score -1077354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1077353.875000 Penalty: 1883.091675
	Iteration 36Q: 3 clusters Score -1077354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1077354.125000 Penalty: 1883.091675
	Iteration 37Q: 3 clusters Score -1077354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -1077354.875000 Penalty: 1883.091675
	Iteration 38Q: 3 clusters Score -1077355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1077356.625000 Penalty: 1883.091675
	Iteration 39Q: 3 clusters Score -1077357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1077356.875000 Penalty: 1883.091675
	Iteration 40F: 3 clusters Score -1077357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -1077354.500000 Penalty: 1883.091675
	Iteration 41Q: 3 clusters Score -1077354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -1077354.875000 Penalty: 1883.091675
	Iteration 42Q: 3 clusters Score -1077355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -1077354.875000 Penalty: 1883.091675
	Iteration 43F: 3 clusters Score -1077355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -239004.718750 Penalty: 806.942261
	Iteration 0F: 2 clusters Score -239004.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -235562.937500 Penalty: 1613.884521
	Iteration 0F: 3 clusters Score -235562.9 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -236965.812500 Penalty: 1613.884521
	Iteration 1F: 3 clusters Score -236965.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -237289.078125 Penalty: 1613.884521
	Iteration 2F: 3 clusters Score -237289.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -237703.437500 Penalty: 1613.884521
	Iteration 3F: 3 clusters Score -237703.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -238090.687500 Penalty: 1613.884521
	Iteration 4F: 3 clusters Score -238090.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -238358.640625 Penalty: 1613.884521
	Iteration 5F: 3 clusters Score -238358.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -238525.375000 Penalty: 1613.884521
	Iteration 6F: 3 clusters Score -238525.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -238615.000000 Penalty: 1613.884521
	Iteration 7Q: 3 clusters Score -238615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -238680.734375 Penalty: 1613.884521
	Iteration 8Q: 3 clusters Score -238680.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -238726.078125 Penalty: 1613.884521
	Iteration 9Q: 3 clusters Score -238726.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -238749.921875 Penalty: 1613.884521
	Iteration 10Q: 3 clusters Score -238749.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -238765.953125 Penalty: 1613.884521
	Iteration 11Q: 3 clusters Score -238766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -238776.015625 Penalty: 1613.884521
	Iteration 12Q: 3 clusters Score -238776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -238784.828125 Penalty: 1613.884521
	Iteration 13Q: 3 clusters Score -238784.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -238791.718750 Penalty: 1613.884521
	Iteration 14Q: 3 clusters Score -238791.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -238798.437500 Penalty: 1613.884521
	Iteration 15Q: 3 clusters Score -238798.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -238806.078125 Penalty: 1613.884521
	Iteration 16Q: 3 clusters Score -238806.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -238812.093750 Penalty: 1613.884521
	Iteration 17Q: 3 clusters Score -238812.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -238817.453125 Penalty: 1613.884521
	Iteration 18Q: 3 clusters Score -238817.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -238824.828125 Penalty: 1613.884521
	Iteration 19Q: 3 clusters Score -238824.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -238833.984375 Penalty: 1613.884521
	Iteration 20F: 3 clusters Score -238834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -238848.515625 Penalty: 1613.884521
	Iteration 21Q: 3 clusters Score -238848.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -238861.718750 Penalty: 1613.884521
	Iteration 22Q: 3 clusters Score -238861.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -238878.015625 Penalty: 1613.884521
	Iteration 23Q: 3 clusters Score -238878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -238895.890625 Penalty: 1613.884521
	Iteration 24Q: 3 clusters Score -238895.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238913.031250 Penalty: 1613.884521
	Iteration 25Q: 3 clusters Score -238913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -238934.468750 Penalty: 1613.884521
	Iteration 26Q: 3 clusters Score -238934.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -238954.828125 Penalty: 1613.884521
	Iteration 27Q: 3 clusters Score -238954.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -238969.046875 Penalty: 1613.884521
	Iteration 28Q: 3 clusters Score -238969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -238979.921875 Penalty: 1613.884521
	Iteration 29Q: 3 clusters Score -238979.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -238990.671875 Penalty: 1613.884521
	Iteration 30Q: 3 clusters Score -238990.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -239002.046875 Penalty: 1613.884521
	Iteration 31Q: 3 clusters Score -239002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -239007.734375 Penalty: 1613.884521
	Iteration 32Q: 3 clusters Score -239007.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -239011.875000 Penalty: 1613.884521
	Iteration 33Q: 3 clusters Score -239011.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -239015.171875 Penalty: 1613.884521
	Iteration 34Q: 3 clusters Score -239015.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -239020.109375 Penalty: 1613.884521
	Iteration 35Q: 3 clusters Score -239020.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -239025.453125 Penalty: 1613.884521
	Iteration 36Q: 3 clusters Score -239025.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -239030.218750 Penalty: 1613.884521
	Iteration 37Q: 3 clusters Score -239030.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -239034.140625 Penalty: 1613.884521
	Iteration 38Q: 3 clusters Score -239034.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -239038.359375 Penalty: 1613.884521
	Iteration 39Q: 3 clusters Score -239038.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -239041.671875 Penalty: 1613.884521
	Iteration 40F: 3 clusters Score -239041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -239042.875000 Penalty: 1613.884521
	Iteration 41Q: 3 clusters Score -239042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -239044.265625 Penalty: 1613.884521
	Iteration 42Q: 3 clusters Score -239044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -239045.859375 Penalty: 1613.884521
	Iteration 43Q: 3 clusters Score -239045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -239046.281250 Penalty: 1613.884521
	Iteration 44Q: 3 clusters Score -239046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -239047.046875 Penalty: 1613.884521
	Iteration 45Q: 3 clusters Score -239047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -239047.109375 Penalty: 1613.884521
	Iteration 46Q: 3 clusters Score -239047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -239047.109375 Penalty: 1613.884521
	Iteration 47F: 3 clusters Score -239047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 132900 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 286584 members 
Mstep: Class 20 contains 33862 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 28614 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 3494 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 525 members 
Entering Unmasked Estep 
Score: -38633304.000000 Penalty: 35938.746094
Splitting cluster 7 changes total score from -38633680.000000 to -38633304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (36547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Entering Unmasked Estep 
Score: -2261486.750000 Penalty: 998.103638
	Iteration 0F: 2 clusters Score -2261487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2236900.000000 Penalty: 1996.207275
	Iteration 0F: 3 clusters Score -2236900 nChanged 17269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2246674.750000 Penalty: 1996.207275
	Iteration 1F: 3 clusters Score -2246675 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2247055.500000 Penalty: 1996.207275
	Iteration 2Q: 3 clusters Score -2247056 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2247540.500000 Penalty: 1996.207275
	Iteration 3Q: 3 clusters Score -2247540 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2248267.750000 Penalty: 1996.207275
	Iteration 4Q: 3 clusters Score -2248268 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2249342.000000 Penalty: 1996.207275
	Iteration 5F: 3 clusters Score -2249342 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2250969.250000 Penalty: 1996.207275
	Iteration 6F: 3 clusters Score -2250969 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2253037.250000 Penalty: 1996.207275
	Iteration 7F: 3 clusters Score -2253037 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2254881.750000 Penalty: 1996.207275
	Iteration 8F: 3 clusters Score -2254882 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2255905.500000 Penalty: 1996.207275
	Iteration 9Q: 3 clusters Score -2255906 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2256324.500000 Penalty: 1996.207275
	Iteration 10Q: 3 clusters Score -2256324 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2256611.500000 Penalty: 1996.207275
	Iteration 11Q: 3 clusters Score -2256612 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2256872.500000 Penalty: 1996.207275
	Iteration 12Q: 3 clusters Score -2256872 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2257120.500000 Penalty: 1996.207275
	Iteration 13Q: 3 clusters Score -2257120 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2257380.750000 Penalty: 1996.207275
	Iteration 14Q: 3 clusters Score -2257381 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2257664.000000 Penalty: 1996.207275
	Iteration 15Q: 3 clusters Score -2257664 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2257933.000000 Penalty: 1996.207275
	Iteration 16Q: 3 clusters Score -2257933 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2258233.250000 Penalty: 1996.207275
	Iteration 17Q: 3 clusters Score -2258233 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2258551.250000 Penalty: 1996.207275
	Iteration 18Q: 3 clusters Score -2258551 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2258880.750000 Penalty: 1996.207275
	Iteration 19Q: 3 clusters Score -2258881 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2259213.000000 Penalty: 1996.207275
	Iteration 20F: 3 clusters Score -2259213 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2259500.750000 Penalty: 1996.207275
	Iteration 21Q: 3 clusters Score -2259501 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2259692.500000 Penalty: 1996.207275
	Iteration 22Q: 3 clusters Score -2259692 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2259852.000000 Penalty: 1996.207275
	Iteration 23Q: 3 clusters Score -2259852 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2260022.000000 Penalty: 1996.207275
	Iteration 24Q: 3 clusters Score -2260022 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2260140.500000 Penalty: 1996.207275
	Iteration 25Q: 3 clusters Score -2260140 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2260244.000000 Penalty: 1996.207275
	Iteration 26Q: 3 clusters Score -2260244 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2260337.500000 Penalty: 1996.207275
	Iteration 27Q: 3 clusters Score -2260338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2260410.250000 Penalty: 1996.207275
	Iteration 28Q: 3 clusters Score -2260410 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2260461.000000 Penalty: 1996.207275
	Iteration 29Q: 3 clusters Score -2260461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2260506.250000 Penalty: 1996.207275
	Iteration 30Q: 3 clusters Score -2260506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2260531.750000 Penalty: 1996.207275
	Iteration 31Q: 3 clusters Score -2260532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2260550.000000 Penalty: 1996.207275
	Iteration 32Q: 3 clusters Score -2260550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2260570.500000 Penalty: 1996.207275
	Iteration 33Q: 3 clusters Score -2260570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2260588.000000 Penalty: 1996.207275
	Iteration 34Q: 3 clusters Score -2260588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2260598.500000 Penalty: 1996.207275
	Iteration 35Q: 3 clusters Score -2260598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2260606.500000 Penalty: 1996.207275
	Iteration 36Q: 3 clusters Score -2260606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2260614.250000 Penalty: 1996.207275
	Iteration 37Q: 3 clusters Score -2260614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2260620.000000 Penalty: 1996.207275
	Iteration 38Q: 3 clusters Score -2260620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2260625.250000 Penalty: 1996.207275
	Iteration 39Q: 3 clusters Score -2260625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2260625.000000 Penalty: 1996.207275
	Iteration 40F: 3 clusters Score -2260625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2260627.000000 Penalty: 1996.207275
	Iteration 41Q: 3 clusters Score -2260627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2260627.000000 Penalty: 1996.207275
	Iteration 42F: 3 clusters Score -2260627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -78561.460938 Penalty: 693.737183
	Iteration 0F: 2 clusters Score -78561.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -77228.843750 Penalty: 1387.474365
	Iteration 0F: 3 clusters Score -77228.84 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -77535.718750 Penalty: 1387.474365
	Iteration 1F: 3 clusters Score -77535.72 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -77603.601562 Penalty: 1387.474365
	Iteration 2F: 3 clusters Score -77603.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -77660.664062 Penalty: 1387.474365
	Iteration 3F: 3 clusters Score -77660.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -77712.437500 Penalty: 1387.474365
	Iteration 4Q: 3 clusters Score -77712.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -77743.593750 Penalty: 1387.474365
	Iteration 5Q: 3 clusters Score -77743.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -77766.734375 Penalty: 1387.474365
	Iteration 6Q: 3 clusters Score -77766.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -77782.906250 Penalty: 1387.474365
	Iteration 7Q: 3 clusters Score -77782.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -77792.218750 Penalty: 1387.474365
	Iteration 8Q: 3 clusters Score -77792.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -77799.351562 Penalty: 1387.474365
	Iteration 9Q: 3 clusters Score -77799.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -77803.843750 Penalty: 1387.474365
	Iteration 10Q: 3 clusters Score -77803.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -77806.914062 Penalty: 1387.474365
	Iteration 11Q: 3 clusters Score -77806.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -77809.968750 Penalty: 1387.474365
	Iteration 12Q: 3 clusters Score -77809.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -77812.593750 Penalty: 1387.474365
	Iteration 13Q: 3 clusters Score -77812.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -77816.742188 Penalty: 1387.474365
	Iteration 14Q: 3 clusters Score -77816.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -77818.460938 Penalty: 1387.474365
	Iteration 15Q: 3 clusters Score -77818.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -77821.882812 Penalty: 1387.474365
	Iteration 16Q: 3 clusters Score -77821.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -77824.687500 Penalty: 1387.474365
	Iteration 17Q: 3 clusters Score -77824.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -77827.921875 Penalty: 1387.474365
	Iteration 18Q: 3 clusters Score -77827.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -77833.171875 Penalty: 1387.474365
	Iteration 19Q: 3 clusters Score -77833.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -77836.500000 Penalty: 1387.474365
	Iteration 20F: 3 clusters Score -77836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -77839.781250 Penalty: 1387.474365
	Iteration 21Q: 3 clusters Score -77839.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -77842.242188 Penalty: 1387.474365
	Iteration 22Q: 3 clusters Score -77842.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -77843.914062 Penalty: 1387.474365
	Iteration 23Q: 3 clusters Score -77843.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -77845.890625 Penalty: 1387.474365
	Iteration 24Q: 3 clusters Score -77845.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -77847.523438 Penalty: 1387.474365
	Iteration 25Q: 3 clusters Score -77847.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -77848.382812 Penalty: 1387.474365
	Iteration 26Q: 3 clusters Score -77848.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -77848.382812 Penalty: 1387.474365
	Iteration 27F: 3 clusters Score -77848.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -269695.187500 Penalty: 798.849243
	Iteration 0F: 2 clusters Score -269695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -266431.750000 Penalty: 1597.698486
	Iteration 0F: 3 clusters Score -266431.8 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -267441.250000 Penalty: 1597.698486
	Iteration 1F: 3 clusters Score -267441.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -267541.281250 Penalty: 1597.698486
	Iteration 2F: 3 clusters Score -267541.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -267618.937500 Penalty: 1597.698486
	Iteration 3Q: 3 clusters Score -267618.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -267687.468750 Penalty: 1597.698486
	Iteration 4Q: 3 clusters Score -267687.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -267757.875000 Penalty: 1597.698486
	Iteration 5Q: 3 clusters Score -267757.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -267830.375000 Penalty: 1597.698486
	Iteration 6Q: 3 clusters Score -267830.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -267904.875000 Penalty: 1597.698486
	Iteration 7Q: 3 clusters Score -267904.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -267972.031250 Penalty: 1597.698486
	Iteration 8Q: 3 clusters Score -267972 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -268065.687500 Penalty: 1597.698486
	Iteration 9Q: 3 clusters Score -268065.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -268188.687500 Penalty: 1597.698486
	Iteration 10Q: 3 clusters Score -268188.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -268345.218750 Penalty: 1597.698486
	Iteration 11Q: 3 clusters Score -268345.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -268517.093750 Penalty: 1597.698486
	Iteration 12Q: 3 clusters Score -268517.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -268679.406250 Penalty: 1597.698486
	Iteration 13Q: 3 clusters Score -268679.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -268788.156250 Penalty: 1597.698486
	Iteration 14Q: 3 clusters Score -268788.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -268863.343750 Penalty: 1597.698486
	Iteration 15Q: 3 clusters Score -268863.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -268920.937500 Penalty: 1597.698486
	Iteration 16Q: 3 clusters Score -268920.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -268950.718750 Penalty: 1597.698486
	Iteration 17Q: 3 clusters Score -268950.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -268969.093750 Penalty: 1597.698486
	Iteration 18Q: 3 clusters Score -268969.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -268981.187500 Penalty: 1597.698486
	Iteration 19Q: 3 clusters Score -268981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -268984.406250 Penalty: 1597.698486
	Iteration 20F: 3 clusters Score -268984.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -268990.218750 Penalty: 1597.698486
	Iteration 21Q: 3 clusters Score -268990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -268993.687500 Penalty: 1597.698486
	Iteration 22Q: 3 clusters Score -268993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -268994.406250 Penalty: 1597.698486
	Iteration 23Q: 3 clusters Score -268994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -268996.281250 Penalty: 1597.698486
	Iteration 24Q: 3 clusters Score -268996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -268996.281250 Penalty: 1597.698486
	Iteration 25F: 3 clusters Score -268996.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132900 members 
Entering Unmasked Estep 
Score: -7239630.500000 Penalty: 1120.748413
	Iteration 0F: 2 clusters Score -7239630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -7150287.000000 Penalty: 2241.496826
	Iteration 0F: 3 clusters Score -7150287 nChanged 64570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -7189287.000000 Penalty: 2241.496826
	Iteration 1F: 3 clusters Score -7189287 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -7191171.000000 Penalty: 2241.496826
	Iteration 2Q: 3 clusters Score -7191171 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -7194158.000000 Penalty: 2241.496826
	Iteration 3F: 3 clusters Score -7194158 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -7198290.500000 Penalty: 2241.496826
	Iteration 4F: 3 clusters Score -7198290 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -7202900.500000 Penalty: 2241.496826
	Iteration 5F: 3 clusters Score -7202900 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -7207405.500000 Penalty: 2241.496826
	Iteration 6F: 3 clusters Score -7207406 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -7211456.500000 Penalty: 2241.496826
	Iteration 7F: 3 clusters Score -7211456 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -7215454.000000 Penalty: 2241.496826
	Iteration 8F: 3 clusters Score -7215454 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 108248 members 
Entering Unmasked Estep 
Score: -7219845.000000 Penalty: 2241.496826
	Iteration 9F: 3 clusters Score -7219845 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 114793 members 
Entering Unmasked Estep 
Score: -7224592.000000 Penalty: 2241.496826
	Iteration 10Q: 3 clusters Score -7224592 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 120808 members 
Entering Unmasked Estep 
Score: -7229345.500000 Penalty: 2241.496826
	Iteration 11Q: 3 clusters Score -7229346 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 125600 members 
Entering Unmasked Estep 
Score: -7233301.500000 Penalty: 2241.496826
	Iteration 12Q: 3 clusters Score -7233302 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 128790 members 
Entering Unmasked Estep 
Score: -7235908.500000 Penalty: 2241.496826
	Iteration 13Q: 3 clusters Score -7235908 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 130641 members 
Entering Unmasked Estep 
Score: -7237386.000000 Penalty: 2241.496826
	Iteration 14Q: 3 clusters Score -7237386 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 131547 members 
Entering Unmasked Estep 
Score: -7238087.500000 Penalty: 2241.496826
	Iteration 15Q: 3 clusters Score -7238088 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 131943 members 
Entering Unmasked Estep 
Score: -7238431.000000 Penalty: 2241.496826
	Iteration 16Q: 3 clusters Score -7238431 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 132151 members 
Entering Unmasked Estep 
Score: -7238667.500000 Penalty: 2241.496826
	Iteration 17Q: 3 clusters Score -7238668 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 132224 members 
Entering Unmasked Estep 
Score: -7238768.500000 Penalty: 2241.496826
	Iteration 18Q: 3 clusters Score -7238768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 132240 members 
Entering Unmasked Estep 
Score: -7238827.500000 Penalty: 2241.496826
	Iteration 19Q: 3 clusters Score -7238828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 132220 members 
Entering Unmasked Estep 
Score: -7238886.500000 Penalty: 2241.496826
	Iteration 20F: 3 clusters Score -7238886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 132185 members 
Entering Unmasked Estep 
Score: -7238971.000000 Penalty: 2241.496826
	Iteration 21Q: 3 clusters Score -7238971 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 132191 members 
Entering Unmasked Estep 
Score: -7239019.500000 Penalty: 2241.496826
	Iteration 22Q: 3 clusters Score -7239020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 132197 members 
Entering Unmasked Estep 
Score: -7239057.500000 Penalty: 2241.496826
	Iteration 23Q: 3 clusters Score -7239058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 132184 members 
Entering Unmasked Estep 
Score: -7239076.000000 Penalty: 2241.496826
	Iteration 24Q: 3 clusters Score -7239076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 132168 members 
Entering Unmasked Estep 
Score: -7239097.000000 Penalty: 2241.496826
	Iteration 25Q: 3 clusters Score -7239097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 132148 members 
Entering Unmasked Estep 
Score: -7239117.500000 Penalty: 2241.496826
	Iteration 26Q: 3 clusters Score -7239118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 132132 members 
Entering Unmasked Estep 
Score: -7239123.000000 Penalty: 2241.496826
	Iteration 27Q: 3 clusters Score -7239123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 132132 members 
Entering Unmasked Estep 
Score: -7239137.500000 Penalty: 2241.496826
	Iteration 28Q: 3 clusters Score -7239138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -7239146.000000 Penalty: 2241.496826
	Iteration 29Q: 3 clusters Score -7239146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -7239150.500000 Penalty: 2241.496826
	Iteration 30Q: 3 clusters Score -7239150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 132124 members 
Entering Unmasked Estep 
Score: -7239151.500000 Penalty: 2241.496826
	Iteration 31Q: 3 clusters Score -7239152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 132120 members 
Entering Unmasked Estep 
Score: -7239157.000000 Penalty: 2241.496826
	Iteration 32Q: 3 clusters Score -7239157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 132118 members 
Entering Unmasked Estep 
Score: -7239172.500000 Penalty: 2241.496826
	Iteration 33Q: 3 clusters Score -7239172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 132114 members 
Entering Unmasked Estep 
Score: -7239181.000000 Penalty: 2241.496826
	Iteration 34Q: 3 clusters Score -7239181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 132114 members 
Entering Unmasked Estep 
Score: -7239174.000000 Penalty: 2241.496826
	Iteration 35Q: 3 clusters Score -7239174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 132112 members 
Entering Unmasked Estep 
Score: -7239173.000000 Penalty: 2241.496826
	Iteration 36Q: 3 clusters Score -7239173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 132111 members 
Entering Unmasked Estep 
Score: -7239175.000000 Penalty: 2241.496826
	Iteration 37Q: 3 clusters Score -7239175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 132105 members 
Entering Unmasked Estep 
Score: -7239187.500000 Penalty: 2241.496826
	Iteration 38Q: 3 clusters Score -7239188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 132096 members 
Entering Unmasked Estep 
Score: -7239187.000000 Penalty: 2241.496826
	Iteration 39Q: 3 clusters Score -7239187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 132095 members 
Entering Unmasked Estep 
Score: -7239191.500000 Penalty: 2241.496826
	Iteration 40F: 3 clusters Score -7239192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 132094 members 
Entering Unmasked Estep 
Score: -7239196.000000 Penalty: 2241.496826
	Iteration 41Q: 3 clusters Score -7239196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 132089 members 
Entering Unmasked Estep 
Score: -7239203.500000 Penalty: 2241.496826
	Iteration 42Q: 3 clusters Score -7239204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 132083 members 
Entering Unmasked Estep 
Score: -7239194.000000 Penalty: 2241.496826
	Iteration 43Q: 3 clusters Score -7239194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -7239197.500000 Penalty: 2241.496826
	Iteration 44Q: 3 clusters Score -7239198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -7239196.500000 Penalty: 2241.496826
	Iteration 45Q: 3 clusters Score -7239196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 132074 members 
Entering Unmasked Estep 
Score: -7239199.000000 Penalty: 2241.496826
	Iteration 46Q: 3 clusters Score -7239199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 132072 members 
Entering Unmasked Estep 
Score: -7239196.000000 Penalty: 2241.496826
	Iteration 47Q: 3 clusters Score -7239196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 132070 members 
Entering Unmasked Estep 
Score: -7239202.000000 Penalty: 2241.496826
	Iteration 48Q: 3 clusters Score -7239202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 132073 members 
Entering Unmasked Estep 
Score: -7239200.000000 Penalty: 2241.496826
	Iteration 49Q: 3 clusters Score -7239200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 132071 members 
Entering Unmasked Estep 
Score: -7239202.000000 Penalty: 2241.496826
	Iteration 50Q: 3 clusters Score -7239202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 132070 members 
Entering Unmasked Estep 
Score: -7239201.000000 Penalty: 2241.496826
	Iteration 51Q: 3 clusters Score -7239201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 132069 members 
Entering Unmasked Estep 
Score: -7239206.500000 Penalty: 2241.496826
	Iteration 52Q: 3 clusters Score -7239206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 132070 members 
Entering Unmasked Estep 
Score: -7239203.500000 Penalty: 2241.496826
	Iteration 53Q: 3 clusters Score -7239204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 132072 members 
Entering Unmasked Estep 
Score: -7239204.000000 Penalty: 2241.496826
	Iteration 54Q: 3 clusters Score -7239204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 132072 members 
Entering Unmasked Estep 
Score: -7239209.500000 Penalty: 2241.496826
	Iteration 55Q: 3 clusters Score -7239210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 132071 members 
Entering Unmasked Estep 
Score: -7239207.000000 Penalty: 2241.496826
	Iteration 56Q: 3 clusters Score -7239207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 132070 members 
Entering Unmasked Estep 
Score: -7239204.000000 Penalty: 2241.496826
	Iteration 57Q: 3 clusters Score -7239204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 132070 members 
Entering Unmasked Estep 
Score: -7239204.000000 Penalty: 2241.496826
	Iteration 58F: 3 clusters Score -7239204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Entering Unmasked Estep 
Score: -4070852.000000 Penalty: 1066.452637
	Iteration 0F: 2 clusters Score -4070852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -4020575.500000 Penalty: 2132.905273
	Iteration 0F: 3 clusters Score -4020576 nChanged 36016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4041999.500000 Penalty: 2132.905273
	Iteration 1F: 3 clusters Score -4042000 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4043009.250000 Penalty: 2132.905273
	Iteration 2Q: 3 clusters Score -4043009 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4044379.250000 Penalty: 2132.905273
	Iteration 3Q: 3 clusters Score -4044379 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4046196.750000 Penalty: 2132.905273
	Iteration 4Q: 3 clusters Score -4046197 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4048561.500000 Penalty: 2132.905273
	Iteration 5F: 3 clusters Score -4048562 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4051675.250000 Penalty: 2132.905273
	Iteration 6F: 3 clusters Score -4051675 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4055651.750000 Penalty: 2132.905273
	Iteration 7F: 3 clusters Score -4055652 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4059946.000000 Penalty: 2132.905273
	Iteration 8F: 3 clusters Score -4059946 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -4063643.000000 Penalty: 2132.905273
	Iteration 9F: 3 clusters Score -4063643 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -4066405.000000 Penalty: 2132.905273
	Iteration 10Q: 3 clusters Score -4066405 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4068156.000000 Penalty: 2132.905273
	Iteration 11Q: 3 clusters Score -4068156 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4069061.250000 Penalty: 2132.905273
	Iteration 12Q: 3 clusters Score -4069061 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4069553.500000 Penalty: 2132.905273
	Iteration 13Q: 3 clusters Score -4069554 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4069775.000000 Penalty: 2132.905273
	Iteration 14Q: 3 clusters Score -4069775 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4069918.750000 Penalty: 2132.905273
	Iteration 15Q: 3 clusters Score -4069919 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4069995.000000 Penalty: 2132.905273
	Iteration 16Q: 3 clusters Score -4069995 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4070041.000000 Penalty: 2132.905273
	Iteration 17Q: 3 clusters Score -4070041 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4070077.750000 Penalty: 2132.905273
	Iteration 18Q: 3 clusters Score -4070078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4070105.750000 Penalty: 2132.905273
	Iteration 19Q: 3 clusters Score -4070106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4070129.500000 Penalty: 2132.905273
	Iteration 20F: 3 clusters Score -4070130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4070141.500000 Penalty: 2132.905273
	Iteration 21Q: 3 clusters Score -4070142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4070144.000000 Penalty: 2132.905273
	Iteration 22Q: 3 clusters Score -4070144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4070144.500000 Penalty: 2132.905273
	Iteration 23Q: 3 clusters Score -4070144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4070152.000000 Penalty: 2132.905273
	Iteration 24Q: 3 clusters Score -4070152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4070155.500000 Penalty: 2132.905273
	Iteration 25Q: 3 clusters Score -4070156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4070159.750000 Penalty: 2132.905273
	Iteration 26Q: 3 clusters Score -4070160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4070159.750000 Penalty: 2132.905273
	Iteration 27Q: 3 clusters Score -4070160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4070164.750000 Penalty: 2132.905273
	Iteration 28Q: 3 clusters Score -4070165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4070163.750000 Penalty: 2132.905273
	Iteration 29Q: 3 clusters Score -4070164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4070169.500000 Penalty: 2132.905273
	Iteration 30Q: 3 clusters Score -4070170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4070168.000000 Penalty: 2132.905273
	Iteration 31Q: 3 clusters Score -4070168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4070169.250000 Penalty: 2132.905273
	Iteration 32Q: 3 clusters Score -4070169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4070169.250000 Penalty: 2132.905273
	Iteration 33F: 3 clusters Score -4070169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -145744.593750 Penalty: 760.794739
	Iteration 0F: 2 clusters Score -145744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -143454.125000 Penalty: 1521.589478
	Iteration 0F: 3 clusters Score -143454.1 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -144143.046875 Penalty: 1521.589478
	Iteration 1F: 3 clusters Score -144143 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -144285.484375 Penalty: 1521.589478
	Iteration 2F: 3 clusters Score -144285.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -144388.906250 Penalty: 1521.589478
	Iteration 3F: 3 clusters Score -144388.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -144450.312500 Penalty: 1521.589478
	Iteration 4Q: 3 clusters Score -144450.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -144505.484375 Penalty: 1521.589478
	Iteration 5Q: 3 clusters Score -144505.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -144578.625000 Penalty: 1521.589478
	Iteration 6Q: 3 clusters Score -144578.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -144645.937500 Penalty: 1521.589478
	Iteration 7Q: 3 clusters Score -144645.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -144714.796875 Penalty: 1521.589478
	Iteration 8Q: 3 clusters Score -144714.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -144774.375000 Penalty: 1521.589478
	Iteration 9Q: 3 clusters Score -144774.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -144833.703125 Penalty: 1521.589478
	Iteration 10Q: 3 clusters Score -144833.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -144895.375000 Penalty: 1521.589478
	Iteration 11Q: 3 clusters Score -144895.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -144966.796875 Penalty: 1521.589478
	Iteration 12Q: 3 clusters Score -144966.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -145040.000000 Penalty: 1521.589478
	Iteration 13Q: 3 clusters Score -145040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -145085.296875 Penalty: 1521.589478
	Iteration 14Q: 3 clusters Score -145085.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -145120.156250 Penalty: 1521.589478
	Iteration 15Q: 3 clusters Score -145120.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -145177.625000 Penalty: 1521.589478
	Iteration 16Q: 3 clusters Score -145177.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -145233.812500 Penalty: 1521.589478
	Iteration 17Q: 3 clusters Score -145233.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -145272.656250 Penalty: 1521.589478
	Iteration 18Q: 3 clusters Score -145272.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -145312.484375 Penalty: 1521.589478
	Iteration 19Q: 3 clusters Score -145312.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -145344.562500 Penalty: 1521.589478
	Iteration 20F: 3 clusters Score -145344.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -145373.765625 Penalty: 1521.589478
	Iteration 21Q: 3 clusters Score -145373.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -145389.578125 Penalty: 1521.589478
	Iteration 22Q: 3 clusters Score -145389.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -145398.109375 Penalty: 1521.589478
	Iteration 23Q: 3 clusters Score -145398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -145400.031250 Penalty: 1521.589478
	Iteration 24Q: 3 clusters Score -145400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -145405.093750 Penalty: 1521.589478
	Iteration 25Q: 3 clusters Score -145405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -145408.156250 Penalty: 1521.589478
	Iteration 26Q: 3 clusters Score -145408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -145408.234375 Penalty: 1521.589478
	Iteration 27Q: 3 clusters Score -145408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -145408.234375 Penalty: 1521.589478
	Iteration 28F: 3 clusters Score -145408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -180904.296875 Penalty: 767.534302
	Iteration 0F: 2 clusters Score -180904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -178425.187500 Penalty: 1535.068604
	Iteration 0F: 3 clusters Score -178425.2 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -179204.640625 Penalty: 1535.068604
	Iteration 1F: 3 clusters Score -179204.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -179403.437500 Penalty: 1535.068604
	Iteration 2F: 3 clusters Score -179403.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -179576.562500 Penalty: 1535.068604
	Iteration 3F: 3 clusters Score -179576.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -179708.046875 Penalty: 1535.068604
	Iteration 4F: 3 clusters Score -179708 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -179830.421875 Penalty: 1535.068604
	Iteration 5F: 3 clusters Score -179830.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -180001.140625 Penalty: 1535.068604
	Iteration 6Q: 3 clusters Score -180001.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -180171.625000 Penalty: 1535.068604
	Iteration 7Q: 3 clusters Score -180171.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -180311.250000 Penalty: 1535.068604
	Iteration 8Q: 3 clusters Score -180311.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -180400.468750 Penalty: 1535.068604
	Iteration 9Q: 3 clusters Score -180400.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -180460.312500 Penalty: 1535.068604
	Iteration 10Q: 3 clusters Score -180460.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -180479.968750 Penalty: 1535.068604
	Iteration 11Q: 3 clusters Score -180480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -180491.328125 Penalty: 1535.068604
	Iteration 12Q: 3 clusters Score -180491.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -180497.828125 Penalty: 1535.068604
	Iteration 13Q: 3 clusters Score -180497.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -180500.046875 Penalty: 1535.068604
	Iteration 14Q: 3 clusters Score -180500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -180500.656250 Penalty: 1535.068604
	Iteration 15Q: 3 clusters Score -180500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -180500.843750 Penalty: 1535.068604
	Iteration 16Q: 3 clusters Score -180500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -180501.375000 Penalty: 1535.068604
	Iteration 17Q: 3 clusters Score -180501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -180502.203125 Penalty: 1535.068604
	Iteration 18Q: 3 clusters Score -180502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -180502.671875 Penalty: 1535.068604
	Iteration 19Q: 3 clusters Score -180502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -180503.156250 Penalty: 1535.068604
	Iteration 20F: 3 clusters Score -180503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -180503.843750 Penalty: 1535.068604
	Iteration 21Q: 3 clusters Score -180503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -180503.843750 Penalty: 1535.068604
	Iteration 22F: 3 clusters Score -180503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -99915.429688 Penalty: 737.203857
	Iteration 0F: 2 clusters Score -99915.43 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 1182 members 
Entering Unmasked Estep 
Score: -97984.000000 Penalty: 1474.407715
	Iteration 0F: 3 clusters Score -97984 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -98645.031250 Penalty: 1474.407715
	Iteration 1F: 3 clusters Score -98645.03 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -98826.328125 Penalty: 1474.407715
	Iteration 2F: 3 clusters Score -98826.33 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -98972.062500 Penalty: 1474.407715
	Iteration 3F: 3 clusters Score -98972.06 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -99098.882812 Penalty: 1474.407715
	Iteration 4F: 3 clusters Score -99098.88 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -99207.929688 Penalty: 1474.407715
	Iteration 5F: 3 clusters Score -99207.93 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -99283.007812 Penalty: 1474.407715
	Iteration 6Q: 3 clusters Score -99283.01 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -99329.757812 Penalty: 1474.407715
	Iteration 7Q: 3 clusters Score -99329.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -99359.054688 Penalty: 1474.407715
	Iteration 8Q: 3 clusters Score -99359.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -99383.750000 Penalty: 1474.407715
	Iteration 9Q: 3 clusters Score -99383.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -99399.851562 Penalty: 1474.407715
	Iteration 10Q: 3 clusters Score -99399.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -99410.523438 Penalty: 1474.407715
	Iteration 11Q: 3 clusters Score -99410.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -99421.992188 Penalty: 1474.407715
	Iteration 12Q: 3 clusters Score -99421.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -99429.078125 Penalty: 1474.407715
	Iteration 13Q: 3 clusters Score -99429.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -99436.312500 Penalty: 1474.407715
	Iteration 14Q: 3 clusters Score -99436.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -99442.335938 Penalty: 1474.407715
	Iteration 15Q: 3 clusters Score -99442.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -99450.078125 Penalty: 1474.407715
	Iteration 16Q: 3 clusters Score -99450.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -99463.367188 Penalty: 1474.407715
	Iteration 17Q: 3 clusters Score -99463.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -99478.023438 Penalty: 1474.407715
	Iteration 18Q: 3 clusters Score -99478.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -99489.945312 Penalty: 1474.407715
	Iteration 19Q: 3 clusters Score -99489.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -99501.445312 Penalty: 1474.407715
	Iteration 20F: 3 clusters Score -99501.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -99510.351562 Penalty: 1474.407715
	Iteration 21Q: 3 clusters Score -99510.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -99515.320312 Penalty: 1474.407715
	Iteration 22Q: 3 clusters Score -99515.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -99518.640625 Penalty: 1474.407715
	Iteration 23Q: 3 clusters Score -99518.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -99522.226562 Penalty: 1474.407715
	Iteration 24Q: 3 clusters Score -99522.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -99526.804688 Penalty: 1474.407715
	Iteration 25Q: 3 clusters Score -99526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -99531.992188 Penalty: 1474.407715
	Iteration 26Q: 3 clusters Score -99531.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -99541.945312 Penalty: 1474.407715
	Iteration 27Q: 3 clusters Score -99541.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -99554.171875 Penalty: 1474.407715
	Iteration 28Q: 3 clusters Score -99554.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -99568.312500 Penalty: 1474.407715
	Iteration 29Q: 3 clusters Score -99568.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -99581.820312 Penalty: 1474.407715
	Iteration 30Q: 3 clusters Score -99581.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -99592.726562 Penalty: 1474.407715
	Iteration 31Q: 3 clusters Score -99592.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -99595.820312 Penalty: 1474.407715
	Iteration 32Q: 3 clusters Score -99595.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -99597.453125 Penalty: 1474.407715
	Iteration 33Q: 3 clusters Score -99597.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -99598.695312 Penalty: 1474.407715
	Iteration 34Q: 3 clusters Score -99598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -99600.406250 Penalty: 1474.407715
	Iteration 35Q: 3 clusters Score -99600.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -99600.406250 Penalty: 1474.407715
	Iteration 36F: 3 clusters Score -99600.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Entering Unmasked Estep 
Score: -1273168.375000 Penalty: 956.147766
	Iteration 0F: 2 clusters Score -1273168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1257315.500000 Penalty: 1912.295532
	Iteration 0F: 3 clusters Score -1257316 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1263860.750000 Penalty: 1912.295532
	Iteration 1F: 3 clusters Score -1263861 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1264458.625000 Penalty: 1912.295532
	Iteration 2F: 3 clusters Score -1264459 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1265375.500000 Penalty: 1912.295532
	Iteration 3F: 3 clusters Score -1265376 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1266713.375000 Penalty: 1912.295532
	Iteration 4F: 3 clusters Score -1266713 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1268282.500000 Penalty: 1912.295532
	Iteration 5F: 3 clusters Score -1268282 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -1269674.375000 Penalty: 1912.295532
	Iteration 6F: 3 clusters Score -1269674 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1270699.625000 Penalty: 1912.295532
	Iteration 7Q: 3 clusters Score -1270700 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -1271405.250000 Penalty: 1912.295532
	Iteration 8Q: 3 clusters Score -1271405 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1271802.125000 Penalty: 1912.295532
	Iteration 9Q: 3 clusters Score -1271802 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -1272035.125000 Penalty: 1912.295532
	Iteration 10Q: 3 clusters Score -1272035 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -1272152.625000 Penalty: 1912.295532
	Iteration 11Q: 3 clusters Score -1272153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -1272219.250000 Penalty: 1912.295532
	Iteration 12Q: 3 clusters Score -1272219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -1272263.750000 Penalty: 1912.295532
	Iteration 13Q: 3 clusters Score -1272264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -1272286.000000 Penalty: 1912.295532
	Iteration 14Q: 3 clusters Score -1272286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -1272312.875000 Penalty: 1912.295532
	Iteration 15Q: 3 clusters Score -1272313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -1272336.375000 Penalty: 1912.295532
	Iteration 16Q: 3 clusters Score -1272336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -1272348.750000 Penalty: 1912.295532
	Iteration 17Q: 3 clusters Score -1272349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -1272358.500000 Penalty: 1912.295532
	Iteration 18Q: 3 clusters Score -1272358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -1272366.375000 Penalty: 1912.295532
	Iteration 19Q: 3 clusters Score -1272366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -1272376.250000 Penalty: 1912.295532
	Iteration 20F: 3 clusters Score -1272376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -1272383.125000 Penalty: 1912.295532
	Iteration 21Q: 3 clusters Score -1272383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -1272386.125000 Penalty: 1912.295532
	Iteration 22Q: 3 clusters Score -1272386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -1272391.375000 Penalty: 1912.295532
	Iteration 23Q: 3 clusters Score -1272391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -1272392.375000 Penalty: 1912.295532
	Iteration 24Q: 3 clusters Score -1272392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -1272396.375000 Penalty: 1912.295532
	Iteration 25Q: 3 clusters Score -1272396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -1272394.875000 Penalty: 1912.295532
	Iteration 26Q: 3 clusters Score -1272395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -1272394.875000 Penalty: 1912.295532
	Iteration 27F: 3 clusters Score -1272395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Entering Unmasked Estep 
Score: -828730.250000 Penalty: 909.807983
	Iteration 0F: 2 clusters Score -828730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -818968.187500 Penalty: 1819.615967
	Iteration 0F: 3 clusters Score -818968.2 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -822591.687500 Penalty: 1819.615967
	Iteration 1F: 3 clusters Score -822591.7 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -822887.937500 Penalty: 1819.615967
	Iteration 2F: 3 clusters Score -822887.9 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -823306.687500 Penalty: 1819.615967
	Iteration 3F: 3 clusters Score -823306.7 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -823961.312500 Penalty: 1819.615967
	Iteration 4F: 3 clusters Score -823961.3 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -824786.937500 Penalty: 1819.615967
	Iteration 5F: 3 clusters Score -824786.9 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -825737.500000 Penalty: 1819.615967
	Iteration 6F: 3 clusters Score -825737.5 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -826600.187500 Penalty: 1819.615967
	Iteration 7F: 3 clusters Score -826600.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -827268.375000 Penalty: 1819.615967
	Iteration 8Q: 3 clusters Score -827268.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -827648.375000 Penalty: 1819.615967
	Iteration 9Q: 3 clusters Score -827648.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -827812.750000 Penalty: 1819.615967
	Iteration 10Q: 3 clusters Score -827812.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -827882.687500 Penalty: 1819.615967
	Iteration 11Q: 3 clusters Score -827882.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -827917.500000 Penalty: 1819.615967
	Iteration 12Q: 3 clusters Score -827917.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -827931.937500 Penalty: 1819.615967
	Iteration 13Q: 3 clusters Score -827931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -827938.250000 Penalty: 1819.615967
	Iteration 14Q: 3 clusters Score -827938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -827939.250000 Penalty: 1819.615967
	Iteration 15Q: 3 clusters Score -827939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -827939.187500 Penalty: 1819.615967
	Iteration 16Q: 3 clusters Score -827939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -827944.250000 Penalty: 1819.615967
	Iteration 17Q: 3 clusters Score -827944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -827947.062500 Penalty: 1819.615967
	Iteration 18Q: 3 clusters Score -827947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -827950.750000 Penalty: 1819.615967
	Iteration 19Q: 3 clusters Score -827950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -827952.312500 Penalty: 1819.615967
	Iteration 20F: 3 clusters Score -827952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -827952.500000 Penalty: 1819.615967
	Iteration 21Q: 3 clusters Score -827952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -827953.375000 Penalty: 1819.615967
	Iteration 22Q: 3 clusters Score -827953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -827956.750000 Penalty: 1819.615967
	Iteration 23Q: 3 clusters Score -827956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -827961.875000 Penalty: 1819.615967
	Iteration 24Q: 3 clusters Score -827961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -827971.125000 Penalty: 1819.615967
	Iteration 25Q: 3 clusters Score -827971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -827971.125000 Penalty: 1819.615967
	Iteration 26F: 3 clusters Score -827971.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -240067.578125 Penalty: 797.463013
	Iteration 0F: 2 clusters Score -240067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -236861.890625 Penalty: 1594.926025
	Iteration 0F: 3 clusters Score -236861.9 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -237993.656250 Penalty: 1594.926025
	Iteration 1F: 3 clusters Score -237993.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -238238.203125 Penalty: 1594.926025
	Iteration 2F: 3 clusters Score -238238.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -238448.718750 Penalty: 1594.926025
	Iteration 3F: 3 clusters Score -238448.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -238621.000000 Penalty: 1594.926025
	Iteration 4F: 3 clusters Score -238621 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -238760.312500 Penalty: 1594.926025
	Iteration 5Q: 3 clusters Score -238760.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -238873.671875 Penalty: 1594.926025
	Iteration 6Q: 3 clusters Score -238873.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -238956.796875 Penalty: 1594.926025
	Iteration 7Q: 3 clusters Score -238956.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -239016.765625 Penalty: 1594.926025
	Iteration 8Q: 3 clusters Score -239016.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -239047.984375 Penalty: 1594.926025
	Iteration 9Q: 3 clusters Score -239048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -239068.515625 Penalty: 1594.926025
	Iteration 10Q: 3 clusters Score -239068.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -239085.000000 Penalty: 1594.926025
	Iteration 11Q: 3 clusters Score -239085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -239099.156250 Penalty: 1594.926025
	Iteration 12Q: 3 clusters Score -239099.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -239104.468750 Penalty: 1594.926025
	Iteration 13Q: 3 clusters Score -239104.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -239108.890625 Penalty: 1594.926025
	Iteration 14Q: 3 clusters Score -239108.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -239111.828125 Penalty: 1594.926025
	Iteration 15Q: 3 clusters Score -239111.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -239115.375000 Penalty: 1594.926025
	Iteration 16Q: 3 clusters Score -239115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -239117.109375 Penalty: 1594.926025
	Iteration 17Q: 3 clusters Score -239117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -239118.328125 Penalty: 1594.926025
	Iteration 18Q: 3 clusters Score -239118.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -239119.546875 Penalty: 1594.926025
	Iteration 19Q: 3 clusters Score -239119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -239120.890625 Penalty: 1594.926025
	Iteration 20F: 3 clusters Score -239120.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -239122.843750 Penalty: 1594.926025
	Iteration 21Q: 3 clusters Score -239122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -239126.234375 Penalty: 1594.926025
	Iteration 22Q: 3 clusters Score -239126.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -239128.625000 Penalty: 1594.926025
	Iteration 23Q: 3 clusters Score -239128.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -239130.406250 Penalty: 1594.926025
	Iteration 24Q: 3 clusters Score -239130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -239133.296875 Penalty: 1594.926025
	Iteration 25Q: 3 clusters Score -239133.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -239135.062500 Penalty: 1594.926025
	Iteration 26Q: 3 clusters Score -239135.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -239136.187500 Penalty: 1594.926025
	Iteration 27Q: 3 clusters Score -239136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -239137.593750 Penalty: 1594.926025
	Iteration 28Q: 3 clusters Score -239137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -239138.453125 Penalty: 1594.926025
	Iteration 29Q: 3 clusters Score -239138.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -239140.281250 Penalty: 1594.926025
	Iteration 30Q: 3 clusters Score -239140.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -239141.843750 Penalty: 1594.926025
	Iteration 31Q: 3 clusters Score -239141.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -239143.734375 Penalty: 1594.926025
	Iteration 32Q: 3 clusters Score -239143.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -239145.468750 Penalty: 1594.926025
	Iteration 33Q: 3 clusters Score -239145.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -239146.828125 Penalty: 1594.926025
	Iteration 34Q: 3 clusters Score -239146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -239148.937500 Penalty: 1594.926025
	Iteration 35Q: 3 clusters Score -239148.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -239153.453125 Penalty: 1594.926025
	Iteration 36Q: 3 clusters Score -239153.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -239157.406250 Penalty: 1594.926025
	Iteration 37Q: 3 clusters Score -239157.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -239163.265625 Penalty: 1594.926025
	Iteration 38Q: 3 clusters Score -239163.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -239170.203125 Penalty: 1594.926025
	Iteration 39Q: 3 clusters Score -239170.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -239176.656250 Penalty: 1594.926025
	Iteration 40F: 3 clusters Score -239176.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -239184.484375 Penalty: 1594.926025
	Iteration 41Q: 3 clusters Score -239184.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -239196.343750 Penalty: 1594.926025
	Iteration 42Q: 3 clusters Score -239196.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -239212.312500 Penalty: 1594.926025
	Iteration 43Q: 3 clusters Score -239212.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -239227.453125 Penalty: 1594.926025
	Iteration 44Q: 3 clusters Score -239227.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -239249.406250 Penalty: 1594.926025
	Iteration 45Q: 3 clusters Score -239249.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -239275.906250 Penalty: 1594.926025
	Iteration 46Q: 3 clusters Score -239275.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -239300.328125 Penalty: 1594.926025
	Iteration 47Q: 3 clusters Score -239300.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -239318.953125 Penalty: 1594.926025
	Iteration 48Q: 3 clusters Score -239319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -239335.718750 Penalty: 1594.926025
	Iteration 49Q: 3 clusters Score -239335.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -239348.515625 Penalty: 1594.926025
	Iteration 50Q: 3 clusters Score -239348.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -239362.296875 Penalty: 1594.926025
	Iteration 51Q: 3 clusters Score -239362.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -239376.312500 Penalty: 1594.926025
	Iteration 52Q: 3 clusters Score -239376.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -239386.359375 Penalty: 1594.926025
	Iteration 53Q: 3 clusters Score -239386.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -239398.781250 Penalty: 1594.926025
	Iteration 54Q: 3 clusters Score -239398.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -239409.343750 Penalty: 1594.926025
	Iteration 55Q: 3 clusters Score -239409.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -239418.546875 Penalty: 1594.926025
	Iteration 56Q: 3 clusters Score -239418.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -239428.296875 Penalty: 1594.926025
	Iteration 57Q: 3 clusters Score -239428.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -239434.546875 Penalty: 1594.926025
	Iteration 58Q: 3 clusters Score -239434.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -239442.515625 Penalty: 1594.926025
	Iteration 59Q: 3 clusters Score -239442.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -239451.953125 Penalty: 1594.926025
	Iteration 60F: 3 clusters Score -239452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -239458.984375 Penalty: 1594.926025
	Iteration 61Q: 3 clusters Score -239459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -239464.359375 Penalty: 1594.926025
	Iteration 62Q: 3 clusters Score -239464.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -239474.562500 Penalty: 1594.926025
	Iteration 63Q: 3 clusters Score -239474.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -239479.125000 Penalty: 1594.926025
	Iteration 64Q: 3 clusters Score -239479.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -239482.484375 Penalty: 1594.926025
	Iteration 65Q: 3 clusters Score -239482.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -239485.390625 Penalty: 1594.926025
	Iteration 66Q: 3 clusters Score -239485.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -239486.718750 Penalty: 1594.926025
	Iteration 67Q: 3 clusters Score -239486.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -239488.093750 Penalty: 1594.926025
	Iteration 68Q: 3 clusters Score -239488.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -239490.250000 Penalty: 1594.926025
	Iteration 69Q: 3 clusters Score -239490.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -239492.390625 Penalty: 1594.926025
	Iteration 70Q: 3 clusters Score -239492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -239492.593750 Penalty: 1594.926025
	Iteration 71Q: 3 clusters Score -239492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -239493.937500 Penalty: 1594.926025
	Iteration 72Q: 3 clusters Score -239493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -239494.468750 Penalty: 1594.926025
	Iteration 73Q: 3 clusters Score -239494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -239494.859375 Penalty: 1594.926025
	Iteration 74Q: 3 clusters Score -239494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -239495.937500 Penalty: 1594.926025
	Iteration 75Q: 3 clusters Score -239495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -239497.343750 Penalty: 1594.926025
	Iteration 76Q: 3 clusters Score -239497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -239497.406250 Penalty: 1594.926025
	Iteration 77Q: 3 clusters Score -239497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -239497.734375 Penalty: 1594.926025
	Iteration 78Q: 3 clusters Score -239497.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -239497.734375 Penalty: 1594.926025
	Iteration 79F: 3 clusters Score -239497.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (286584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286584 members 
Entering Unmasked Estep 
Score: -15634533.000000 Penalty: 1193.749756
	Iteration 0F: 2 clusters Score -1.563453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143510 members 
Mstep: Class 2 contains 143074 members 
Entering Unmasked Estep 
Score: -15444859.000000 Penalty: 2387.499512
	Iteration 0F: 3 clusters Score -1.544486e+07 nChanged 140274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 138950 members 
Entering Unmasked Estep 
Score: -15528252.000000 Penalty: 2387.499512
	Iteration 1F: 3 clusters Score -1.552825e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -15530499.000000 Penalty: 2387.499512
	Iteration 2Q: 3 clusters Score -1.55305e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 132582 members 
Entering Unmasked Estep 
Score: -15533511.000000 Penalty: 2387.499512
	Iteration 3Q: 3 clusters Score -1.553351e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -15538032.000000 Penalty: 2387.499512
	Iteration 4Q: 3 clusters Score -1.553803e+07 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168954 members 
Mstep: Class 2 contains 117630 members 
Entering Unmasked Estep 
Score: -15544631.000000 Penalty: 2387.499512
	Iteration 5Q: 3 clusters Score -1.554463e+07 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -15554492.000000 Penalty: 2387.499512
	Iteration 6F: 3 clusters Score -1.555449e+07 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196831 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -15568034.000000 Penalty: 2387.499512
	Iteration 7F: 3 clusters Score -1.556803e+07 nChanged 19050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213575 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -15582754.000000 Penalty: 2387.499512
	Iteration 8F: 3 clusters Score -1.558275e+07 nChanged 17059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228770 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -15595370.000000 Penalty: 2387.499512
	Iteration 9F: 3 clusters Score -1.559537e+07 nChanged 13892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241402 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -15605095.000000 Penalty: 2387.499512
	Iteration 10Q: 3 clusters Score -1.56051e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251382 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -15612054.000000 Penalty: 2387.499512
	Iteration 11Q: 3 clusters Score -1.561205e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259212 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -15617312.000000 Penalty: 2387.499512
	Iteration 12Q: 3 clusters Score -1.561731e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265457 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -15621247.000000 Penalty: 2387.499512
	Iteration 13Q: 3 clusters Score -1.562125e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270355 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -15624296.000000 Penalty: 2387.499512
	Iteration 14Q: 3 clusters Score -1.56243e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274356 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -15626678.000000 Penalty: 2387.499512
	Iteration 15Q: 3 clusters Score -1.562668e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277513 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -15628545.000000 Penalty: 2387.499512
	Iteration 16Q: 3 clusters Score -1.562854e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280000 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -15630096.000000 Penalty: 2387.499512
	Iteration 17Q: 3 clusters Score -1.56301e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281817 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -15631121.000000 Penalty: 2387.499512
	Iteration 18Q: 3 clusters Score -1.563112e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283145 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -15631906.000000 Penalty: 2387.499512
	Iteration 19Q: 3 clusters Score -1.563191e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284068 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -15632482.000000 Penalty: 2387.499512
	Iteration 20F: 3 clusters Score -1.563248e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284681 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -15632809.000000 Penalty: 2387.499512
	Iteration 21Q: 3 clusters Score -1.563281e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285108 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15633080.000000 Penalty: 2387.499512
	Iteration 22Q: 3 clusters Score -1.563308e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285401 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15633186.000000 Penalty: 2387.499512
	Iteration 23Q: 3 clusters Score -1.563319e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285596 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -15633307.000000 Penalty: 2387.499512
	Iteration 24Q: 3 clusters Score -1.563331e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285721 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15633340.000000 Penalty: 2387.499512
	Iteration 25Q: 3 clusters Score -1.563334e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285805 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15633388.000000 Penalty: 2387.499512
	Iteration 26Q: 3 clusters Score -1.563339e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285857 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -15633419.000000 Penalty: 2387.499512
	Iteration 27Q: 3 clusters Score -1.563342e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285900 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15633446.000000 Penalty: 2387.499512
	Iteration 28Q: 3 clusters Score -1.563345e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285943 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15633459.000000 Penalty: 2387.499512
	Iteration 29Q: 3 clusters Score -1.563346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285967 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -15633503.000000 Penalty: 2387.499512
	Iteration 30Q: 3 clusters Score -1.56335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285984 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -15633509.000000 Penalty: 2387.499512
	Iteration 31Q: 3 clusters Score -1.563351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286000 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15633520.000000 Penalty: 2387.499512
	Iteration 32Q: 3 clusters Score -1.563352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286018 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15633539.000000 Penalty: 2387.499512
	Iteration 33Q: 3 clusters Score -1.563354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286032 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15633560.000000 Penalty: 2387.499512
	Iteration 34Q: 3 clusters Score -1.563356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286048 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15633559.000000 Penalty: 2387.499512
	Iteration 35Q: 3 clusters Score -1.563356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286057 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15633568.000000 Penalty: 2387.499512
	Iteration 36Q: 3 clusters Score -1.563357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286068 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15633571.000000 Penalty: 2387.499512
	Iteration 37Q: 3 clusters Score -1.563357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286075 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15633576.000000 Penalty: 2387.499512
	Iteration 38Q: 3 clusters Score -1.563358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286084 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15633587.000000 Penalty: 2387.499512
	Iteration 39Q: 3 clusters Score -1.563359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286096 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15633593.000000 Penalty: 2387.499512
	Iteration 40F: 3 clusters Score -1.563359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286100 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15633599.000000 Penalty: 2387.499512
	Iteration 41Q: 3 clusters Score -1.56336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286104 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15633600.000000 Penalty: 2387.499512
	Iteration 42Q: 3 clusters Score -1.56336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286107 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -15633602.000000 Penalty: 2387.499512
	Iteration 43Q: 3 clusters Score -1.56336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286109 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15633609.000000 Penalty: 2387.499512
	Iteration 44Q: 3 clusters Score -1.563361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286109 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15633606.000000 Penalty: 2387.499512
	Iteration 45Q: 3 clusters Score -1.563361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286109 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15633606.000000 Penalty: 2387.499512
	Iteration 46F: 3 clusters Score -1.563361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Entering Unmasked Estep 
Score: -1950000.000000 Penalty: 990.854675
	Iteration 0F: 2 clusters Score -1950000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1927371.375000 Penalty: 1981.709351
	Iteration 0F: 3 clusters Score -1927371 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1937138.250000 Penalty: 1981.709351
	Iteration 1F: 3 clusters Score -1937138 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1938198.500000 Penalty: 1981.709351
	Iteration 2F: 3 clusters Score -1938198 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1939480.000000 Penalty: 1981.709351
	Iteration 3F: 3 clusters Score -1939480 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1940867.000000 Penalty: 1981.709351
	Iteration 4F: 3 clusters Score -1940867 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1941944.875000 Penalty: 1981.709351
	Iteration 5F: 3 clusters Score -1941945 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1942676.500000 Penalty: 1981.709351
	Iteration 6F: 3 clusters Score -1942676 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1943141.250000 Penalty: 1981.709351
	Iteration 7Q: 3 clusters Score -1943141 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1943401.125000 Penalty: 1981.709351
	Iteration 8Q: 3 clusters Score -1943401 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1943604.500000 Penalty: 1981.709351
	Iteration 9Q: 3 clusters Score -1943604 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1943734.000000 Penalty: 1981.709351
	Iteration 10Q: 3 clusters Score -1943734 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1943887.750000 Penalty: 1981.709351
	Iteration 11Q: 3 clusters Score -1943888 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1944026.750000 Penalty: 1981.709351
	Iteration 12Q: 3 clusters Score -1944027 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1944194.375000 Penalty: 1981.709351
	Iteration 13Q: 3 clusters Score -1944194 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1944387.125000 Penalty: 1981.709351
	Iteration 14Q: 3 clusters Score -1944387 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1944619.125000 Penalty: 1981.709351
	Iteration 15Q: 3 clusters Score -1944619 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1944965.250000 Penalty: 1981.709351
	Iteration 16Q: 3 clusters Score -1944965 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1945373.625000 Penalty: 1981.709351
	Iteration 17Q: 3 clusters Score -1945374 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1945908.250000 Penalty: 1981.709351
	Iteration 18Q: 3 clusters Score -1945908 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1946474.750000 Penalty: 1981.709351
	Iteration 19Q: 3 clusters Score -1946475 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1947059.375000 Penalty: 1981.709351
	Iteration 20F: 3 clusters Score -1947059 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1947600.000000 Penalty: 1981.709351
	Iteration 21Q: 3 clusters Score -1947600 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1948085.250000 Penalty: 1981.709351
	Iteration 22Q: 3 clusters Score -1948085 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1948426.750000 Penalty: 1981.709351
	Iteration 23Q: 3 clusters Score -1948427 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1948674.750000 Penalty: 1981.709351
	Iteration 24Q: 3 clusters Score -1948675 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1948835.375000 Penalty: 1981.709351
	Iteration 25Q: 3 clusters Score -1948835 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1948944.875000 Penalty: 1981.709351
	Iteration 26Q: 3 clusters Score -1948945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1949011.875000 Penalty: 1981.709351
	Iteration 27Q: 3 clusters Score -1949012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1949044.000000 Penalty: 1981.709351
	Iteration 28Q: 3 clusters Score -1949044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1949070.625000 Penalty: 1981.709351
	Iteration 29Q: 3 clusters Score -1949071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1949087.750000 Penalty: 1981.709351
	Iteration 30Q: 3 clusters Score -1949088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1949104.125000 Penalty: 1981.709351
	Iteration 31Q: 3 clusters Score -1949104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1949110.750000 Penalty: 1981.709351
	Iteration 32Q: 3 clusters Score -1949111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1949124.000000 Penalty: 1981.709351
	Iteration 33Q: 3 clusters Score -1949124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1949127.875000 Penalty: 1981.709351
	Iteration 34Q: 3 clusters Score -1949128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1949135.500000 Penalty: 1981.709351
	Iteration 35Q: 3 clusters Score -1949136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1949146.500000 Penalty: 1981.709351
	Iteration 36Q: 3 clusters Score -1949146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1949153.750000 Penalty: 1981.709351
	Iteration 37Q: 3 clusters Score -1949154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1949158.875000 Penalty: 1981.709351
	Iteration 38Q: 3 clusters Score -1949159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1949165.500000 Penalty: 1981.709351
	Iteration 39Q: 3 clusters Score -1949166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1949168.125000 Penalty: 1981.709351
	Iteration 40F: 3 clusters Score -1949168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1949168.500000 Penalty: 1981.709351
	Iteration 41Q: 3 clusters Score -1949168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1949171.375000 Penalty: 1981.709351
	Iteration 42Q: 3 clusters Score -1949171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1949170.875000 Penalty: 1981.709351
	Iteration 43Q: 3 clusters Score -1949171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1949172.500000 Penalty: 1981.709351
	Iteration 44Q: 3 clusters Score -1949172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1949175.375000 Penalty: 1981.709351
	Iteration 45Q: 3 clusters Score -1949175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1949175.250000 Penalty: 1981.709351
	Iteration 46Q: 3 clusters Score -1949175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1949177.375000 Penalty: 1981.709351
	Iteration 47Q: 3 clusters Score -1949177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1949177.500000 Penalty: 1981.709351
	Iteration 48Q: 3 clusters Score -1949178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1949177.500000 Penalty: 1981.709351
	Iteration 49F: 3 clusters Score -1949178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -699452.125000 Penalty: 900.431641
	Iteration 0F: 2 clusters Score -699452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -690690.250000 Penalty: 1800.863281
	Iteration 0F: 3 clusters Score -690690.2 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -693883.937500 Penalty: 1800.863281
	Iteration 1F: 3 clusters Score -693883.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -694087.937500 Penalty: 1800.863281
	Iteration 2Q: 3 clusters Score -694087.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -694284.000000 Penalty: 1800.863281
	Iteration 3Q: 3 clusters Score -694284 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -694517.125000 Penalty: 1800.863281
	Iteration 4Q: 3 clusters Score -694517.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -694826.750000 Penalty: 1800.863281
	Iteration 5Q: 3 clusters Score -694826.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -695259.937500 Penalty: 1800.863281
	Iteration 6F: 3 clusters Score -695259.9 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -695846.250000 Penalty: 1800.863281
	Iteration 7F: 3 clusters Score -695846.2 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -696614.000000 Penalty: 1800.863281
	Iteration 8F: 3 clusters Score -696614 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -697355.562500 Penalty: 1800.863281
	Iteration 9F: 3 clusters Score -697355.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -697905.312500 Penalty: 1800.863281
	Iteration 10Q: 3 clusters Score -697905.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -698257.062500 Penalty: 1800.863281
	Iteration 11Q: 3 clusters Score -698257.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -698446.000000 Penalty: 1800.863281
	Iteration 12Q: 3 clusters Score -698446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -698530.187500 Penalty: 1800.863281
	Iteration 13Q: 3 clusters Score -698530.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -698588.062500 Penalty: 1800.863281
	Iteration 14Q: 3 clusters Score -698588.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -698618.250000 Penalty: 1800.863281
	Iteration 15Q: 3 clusters Score -698618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -698643.312500 Penalty: 1800.863281
	Iteration 16Q: 3 clusters Score -698643.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -698655.687500 Penalty: 1800.863281
	Iteration 17Q: 3 clusters Score -698655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -698661.562500 Penalty: 1800.863281
	Iteration 18Q: 3 clusters Score -698661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -698663.750000 Penalty: 1800.863281
	Iteration 19Q: 3 clusters Score -698663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -698664.500000 Penalty: 1800.863281
	Iteration 20F: 3 clusters Score -698664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -698667.062500 Penalty: 1800.863281
	Iteration 21Q: 3 clusters Score -698667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -698667.062500 Penalty: 1800.863281
	Iteration 22F: 3 clusters Score -698667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -125624.273438 Penalty: 736.635010
	Iteration 0F: 2 clusters Score -125624.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -123732.359375 Penalty: 1473.270020
	Iteration 0F: 3 clusters Score -123732.4 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -124237.320312 Penalty: 1473.270020
	Iteration 1F: 3 clusters Score -124237.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -124332.117188 Penalty: 1473.270020
	Iteration 2F: 3 clusters Score -124332.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -124408.718750 Penalty: 1473.270020
	Iteration 3F: 3 clusters Score -124408.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -124469.804688 Penalty: 1473.270020
	Iteration 4Q: 3 clusters Score -124469.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -124532.296875 Penalty: 1473.270020
	Iteration 5Q: 3 clusters Score -124532.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -124585.445312 Penalty: 1473.270020
	Iteration 6Q: 3 clusters Score -124585.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -124623.187500 Penalty: 1473.270020
	Iteration 7Q: 3 clusters Score -124623.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -124659.437500 Penalty: 1473.270020
	Iteration 8Q: 3 clusters Score -124659.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -124695.679688 Penalty: 1473.270020
	Iteration 9Q: 3 clusters Score -124695.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -124723.445312 Penalty: 1473.270020
	Iteration 10Q: 3 clusters Score -124723.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -124747.093750 Penalty: 1473.270020
	Iteration 11Q: 3 clusters Score -124747.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -124787.171875 Penalty: 1473.270020
	Iteration 12Q: 3 clusters Score -124787.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -124823.539062 Penalty: 1473.270020
	Iteration 13Q: 3 clusters Score -124823.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -124851.000000 Penalty: 1473.270020
	Iteration 14Q: 3 clusters Score -124851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -124873.726562 Penalty: 1473.270020
	Iteration 15Q: 3 clusters Score -124873.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -124894.750000 Penalty: 1473.270020
	Iteration 16Q: 3 clusters Score -124894.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -124912.843750 Penalty: 1473.270020
	Iteration 17Q: 3 clusters Score -124912.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -124924.945312 Penalty: 1473.270020
	Iteration 18Q: 3 clusters Score -124924.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -124935.617188 Penalty: 1473.270020
	Iteration 19Q: 3 clusters Score -124935.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -124949.421875 Penalty: 1473.270020
	Iteration 20F: 3 clusters Score -124949.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -124961.804688 Penalty: 1473.270020
	Iteration 21Q: 3 clusters Score -124961.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -124966.296875 Penalty: 1473.270020
	Iteration 22Q: 3 clusters Score -124966.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -124970.578125 Penalty: 1473.270020
	Iteration 23Q: 3 clusters Score -124970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -124973.492188 Penalty: 1473.270020
	Iteration 24Q: 3 clusters Score -124973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -124978.562500 Penalty: 1473.270020
	Iteration 25Q: 3 clusters Score -124978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -124980.203125 Penalty: 1473.270020
	Iteration 26Q: 3 clusters Score -124980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -124984.515625 Penalty: 1473.270020
	Iteration 27Q: 3 clusters Score -124984.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -124989.828125 Penalty: 1473.270020
	Iteration 28Q: 3 clusters Score -124989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -124992.585938 Penalty: 1473.270020
	Iteration 29Q: 3 clusters Score -124992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -124994.164062 Penalty: 1473.270020
	Iteration 30Q: 3 clusters Score -124994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -124998.101562 Penalty: 1473.270020
	Iteration 31Q: 3 clusters Score -124998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -125001.210938 Penalty: 1473.270020
	Iteration 32Q: 3 clusters Score -125001.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -125003.664062 Penalty: 1473.270020
	Iteration 33Q: 3 clusters Score -125003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -125005.750000 Penalty: 1473.270020
	Iteration 34Q: 3 clusters Score -125005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -125011.648438 Penalty: 1473.270020
	Iteration 35Q: 3 clusters Score -125011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -125018.757812 Penalty: 1473.270020
	Iteration 36Q: 3 clusters Score -125018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -125029.281250 Penalty: 1473.270020
	Iteration 37Q: 3 clusters Score -125029.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -125040.281250 Penalty: 1473.270020
	Iteration 38Q: 3 clusters Score -125040.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -125049.828125 Penalty: 1473.270020
	Iteration 39Q: 3 clusters Score -125049.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -125058.937500 Penalty: 1473.270020
	Iteration 40F: 3 clusters Score -125058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -125062.523438 Penalty: 1473.270020
	Iteration 41Q: 3 clusters Score -125062.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -125064.421875 Penalty: 1473.270020
	Iteration 42Q: 3 clusters Score -125064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -125065.796875 Penalty: 1473.270020
	Iteration 43Q: 3 clusters Score -125065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -125068.132812 Penalty: 1473.270020
	Iteration 44Q: 3 clusters Score -125068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -125072.835938 Penalty: 1473.270020
	Iteration 45Q: 3 clusters Score -125072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -125077.304688 Penalty: 1473.270020
	Iteration 46Q: 3 clusters Score -125077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -125080.398438 Penalty: 1473.270020
	Iteration 47Q: 3 clusters Score -125080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -125085.046875 Penalty: 1473.270020
	Iteration 48Q: 3 clusters Score -125085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -125089.015625 Penalty: 1473.270020
	Iteration 49Q: 3 clusters Score -125089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -125092.312500 Penalty: 1473.270020
	Iteration 50Q: 3 clusters Score -125092.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -125095.304688 Penalty: 1473.270020
	Iteration 51Q: 3 clusters Score -125095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -125097.195312 Penalty: 1473.270020
	Iteration 52Q: 3 clusters Score -125097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -125100.593750 Penalty: 1473.270020
	Iteration 53Q: 3 clusters Score -125100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -125101.593750 Penalty: 1473.270020
	Iteration 54Q: 3 clusters Score -125101.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -125103.320312 Penalty: 1473.270020
	Iteration 55Q: 3 clusters Score -125103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -125106.117188 Penalty: 1473.270020
	Iteration 56Q: 3 clusters Score -125106.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -125108.312500 Penalty: 1473.270020
	Iteration 57Q: 3 clusters Score -125108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -125109.179688 Penalty: 1473.270020
	Iteration 58Q: 3 clusters Score -125109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -125109.750000 Penalty: 1473.270020
	Iteration 59Q: 3 clusters Score -125109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -125110.101562 Penalty: 1473.270020
	Iteration 60F: 3 clusters Score -125110.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Entering Unmasked Estep 
Score: -1370753.250000 Penalty: 974.856873
	Iteration 0F: 2 clusters Score -1370753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1351686.750000 Penalty: 1949.713745
	Iteration 0F: 3 clusters Score -1351687 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1359729.625000 Penalty: 1949.713745
	Iteration 1F: 3 clusters Score -1359730 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1360255.375000 Penalty: 1949.713745
	Iteration 2Q: 3 clusters Score -1360255 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1360870.625000 Penalty: 1949.713745
	Iteration 3F: 3 clusters Score -1360871 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1361642.000000 Penalty: 1949.713745
	Iteration 4F: 3 clusters Score -1361642 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1362639.875000 Penalty: 1949.713745
	Iteration 5F: 3 clusters Score -1362640 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -1363919.250000 Penalty: 1949.713745
	Iteration 6F: 3 clusters Score -1363919 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -1365401.000000 Penalty: 1949.713745
	Iteration 7F: 3 clusters Score -1365401 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -1366885.500000 Penalty: 1949.713745
	Iteration 8F: 3 clusters Score -1366886 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -1368181.375000 Penalty: 1949.713745
	Iteration 9F: 3 clusters Score -1368181 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -1369073.875000 Penalty: 1949.713745
	Iteration 10Q: 3 clusters Score -1369074 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -1369557.125000 Penalty: 1949.713745
	Iteration 11Q: 3 clusters Score -1369557 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -1369830.125000 Penalty: 1949.713745
	Iteration 12Q: 3 clusters Score -1369830 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -1369980.625000 Penalty: 1949.713745
	Iteration 13Q: 3 clusters Score -1369981 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -1370046.500000 Penalty: 1949.713745
	Iteration 14Q: 3 clusters Score -1370046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -1370082.125000 Penalty: 1949.713745
	Iteration 15Q: 3 clusters Score -1370082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -1370109.000000 Penalty: 1949.713745
	Iteration 16Q: 3 clusters Score -1370109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -1370128.000000 Penalty: 1949.713745
	Iteration 17Q: 3 clusters Score -1370128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -1370139.500000 Penalty: 1949.713745
	Iteration 18Q: 3 clusters Score -1370140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -1370153.625000 Penalty: 1949.713745
	Iteration 19Q: 3 clusters Score -1370154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -1370159.875000 Penalty: 1949.713745
	Iteration 20F: 3 clusters Score -1370160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -1370165.375000 Penalty: 1949.713745
	Iteration 21Q: 3 clusters Score -1370165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -1370170.875000 Penalty: 1949.713745
	Iteration 22Q: 3 clusters Score -1370171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -1370170.500000 Penalty: 1949.713745
	Iteration 23Q: 3 clusters Score -1370170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -1370171.875000 Penalty: 1949.713745
	Iteration 24Q: 3 clusters Score -1370172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -1370171.875000 Penalty: 1949.713745
	Iteration 25F: 3 clusters Score -1370172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -133416.937500 Penalty: 747.375000
	Iteration 0F: 2 clusters Score -133416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -131336.296875 Penalty: 1494.750000
	Iteration 0F: 3 clusters Score -131336.3 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -131975.328125 Penalty: 1494.750000
	Iteration 1F: 3 clusters Score -131975.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -132110.750000 Penalty: 1494.750000
	Iteration 2F: 3 clusters Score -132110.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -132219.265625 Penalty: 1494.750000
	Iteration 3F: 3 clusters Score -132219.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -132334.546875 Penalty: 1494.750000
	Iteration 4F: 3 clusters Score -132334.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -132433.640625 Penalty: 1494.750000
	Iteration 5Q: 3 clusters Score -132433.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132529.703125 Penalty: 1494.750000
	Iteration 6Q: 3 clusters Score -132529.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132624.687500 Penalty: 1494.750000
	Iteration 7Q: 3 clusters Score -132624.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -132735.093750 Penalty: 1494.750000
	Iteration 8Q: 3 clusters Score -132735.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -132801.250000 Penalty: 1494.750000
	Iteration 9Q: 3 clusters Score -132801.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -132839.578125 Penalty: 1494.750000
	Iteration 10Q: 3 clusters Score -132839.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -132876.234375 Penalty: 1494.750000
	Iteration 11Q: 3 clusters Score -132876.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -132897.734375 Penalty: 1494.750000
	Iteration 12Q: 3 clusters Score -132897.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132911.875000 Penalty: 1494.750000
	Iteration 13Q: 3 clusters Score -132911.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -132922.046875 Penalty: 1494.750000
	Iteration 14Q: 3 clusters Score -132922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -132932.015625 Penalty: 1494.750000
	Iteration 15Q: 3 clusters Score -132932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -132937.093750 Penalty: 1494.750000
	Iteration 16Q: 3 clusters Score -132937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -132939.781250 Penalty: 1494.750000
	Iteration 17Q: 3 clusters Score -132939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -132942.609375 Penalty: 1494.750000
	Iteration 18Q: 3 clusters Score -132942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -132943.796875 Penalty: 1494.750000
	Iteration 19Q: 3 clusters Score -132943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -132944.750000 Penalty: 1494.750000
	Iteration 20F: 3 clusters Score -132944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -132946.046875 Penalty: 1494.750000
	Iteration 21Q: 3 clusters Score -132946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -132948.343750 Penalty: 1494.750000
	Iteration 22Q: 3 clusters Score -132948.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -132951.109375 Penalty: 1494.750000
	Iteration 23Q: 3 clusters Score -132951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -132952.468750 Penalty: 1494.750000
	Iteration 24Q: 3 clusters Score -132952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -132953.000000 Penalty: 1494.750000
	Iteration 25Q: 3 clusters Score -132953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -132953.578125 Penalty: 1494.750000
	Iteration 26Q: 3 clusters Score -132953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -132954.234375 Penalty: 1494.750000
	Iteration 27Q: 3 clusters Score -132954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -132954.796875 Penalty: 1494.750000
	Iteration 28Q: 3 clusters Score -132954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -132955.765625 Penalty: 1494.750000
	Iteration 29Q: 3 clusters Score -132955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -132956.109375 Penalty: 1494.750000
	Iteration 30Q: 3 clusters Score -132956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -132956.109375 Penalty: 1494.750000
	Iteration 31F: 3 clusters Score -132956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -114296.851562 Penalty: 717.661804
	Iteration 0F: 2 clusters Score -114296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -112672.296875 Penalty: 1435.323608
	Iteration 0F: 3 clusters Score -112672.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -113067.835938 Penalty: 1435.323608
	Iteration 1F: 3 clusters Score -113067.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -113147.750000 Penalty: 1435.323608
	Iteration 2F: 3 clusters Score -113147.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -113203.101562 Penalty: 1435.323608
	Iteration 3Q: 3 clusters Score -113203.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -113249.929688 Penalty: 1435.323608
	Iteration 4Q: 3 clusters Score -113249.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -113278.453125 Penalty: 1435.323608
	Iteration 5Q: 3 clusters Score -113278.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -113295.406250 Penalty: 1435.323608
	Iteration 6Q: 3 clusters Score -113295.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -113326.601562 Penalty: 1435.323608
	Iteration 7Q: 3 clusters Score -113326.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -113370.484375 Penalty: 1435.323608
	Iteration 8Q: 3 clusters Score -113370.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -113421.257812 Penalty: 1435.323608
	Iteration 9Q: 3 clusters Score -113421.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -113470.476562 Penalty: 1435.323608
	Iteration 10Q: 3 clusters Score -113470.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -113505.640625 Penalty: 1435.323608
	Iteration 11Q: 3 clusters Score -113505.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -113551.218750 Penalty: 1435.323608
	Iteration 12Q: 3 clusters Score -113551.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -113591.335938 Penalty: 1435.323608
	Iteration 13Q: 3 clusters Score -113591.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -113622.187500 Penalty: 1435.323608
	Iteration 14Q: 3 clusters Score -113622.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -113653.554688 Penalty: 1435.323608
	Iteration 15Q: 3 clusters Score -113653.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -113677.046875 Penalty: 1435.323608
	Iteration 16Q: 3 clusters Score -113677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -113702.757812 Penalty: 1435.323608
	Iteration 17Q: 3 clusters Score -113702.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -113721.578125 Penalty: 1435.323608
	Iteration 18Q: 3 clusters Score -113721.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -113737.562500 Penalty: 1435.323608
	Iteration 19Q: 3 clusters Score -113737.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -113748.078125 Penalty: 1435.323608
	Iteration 20F: 3 clusters Score -113748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -113758.328125 Penalty: 1435.323608
	Iteration 21Q: 3 clusters Score -113758.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -113766.406250 Penalty: 1435.323608
	Iteration 22Q: 3 clusters Score -113766.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -113770.960938 Penalty: 1435.323608
	Iteration 23Q: 3 clusters Score -113771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -113772.968750 Penalty: 1435.323608
	Iteration 24Q: 3 clusters Score -113773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -113775.328125 Penalty: 1435.323608
	Iteration 25Q: 3 clusters Score -113775.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -113778.500000 Penalty: 1435.323608
	Iteration 26Q: 3 clusters Score -113778.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -113781.218750 Penalty: 1435.323608
	Iteration 27Q: 3 clusters Score -113781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -113782.312500 Penalty: 1435.323608
	Iteration 28Q: 3 clusters Score -113782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -113783.359375 Penalty: 1435.323608
	Iteration 29Q: 3 clusters Score -113783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -113784.281250 Penalty: 1435.323608
	Iteration 30Q: 3 clusters Score -113784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -113785.320312 Penalty: 1435.323608
	Iteration 31Q: 3 clusters Score -113785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -113786.078125 Penalty: 1435.323608
	Iteration 32Q: 3 clusters Score -113786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -113787.062500 Penalty: 1435.323608
	Iteration 33Q: 3 clusters Score -113787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -113787.640625 Penalty: 1435.323608
	Iteration 34Q: 3 clusters Score -113787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -113788.953125 Penalty: 1435.323608
	Iteration 35Q: 3 clusters Score -113789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -113789.406250 Penalty: 1435.323608
	Iteration 36Q: 3 clusters Score -113789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -113789.796875 Penalty: 1435.323608
	Iteration 37Q: 3 clusters Score -113789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -113789.796875 Penalty: 1435.323608
	Iteration 38F: 3 clusters Score -113789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Entering Unmasked Estep 
Score: -179290.593750 Penalty: 775.086182
	Iteration 0F: 2 clusters Score -179290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -176662.859375 Penalty: 1550.172363
	Iteration 0F: 3 clusters Score -176662.9 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -177520.671875 Penalty: 1550.172363
	Iteration 1F: 3 clusters Score -177520.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -177708.484375 Penalty: 1550.172363
	Iteration 2F: 3 clusters Score -177708.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -177844.343750 Penalty: 1550.172363
	Iteration 3F: 3 clusters Score -177844.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -177936.828125 Penalty: 1550.172363
	Iteration 4Q: 3 clusters Score -177936.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -178032.000000 Penalty: 1550.172363
	Iteration 5Q: 3 clusters Score -178032 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -178126.015625 Penalty: 1550.172363
	Iteration 6Q: 3 clusters Score -178126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -178216.984375 Penalty: 1550.172363
	Iteration 7Q: 3 clusters Score -178217 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -178305.140625 Penalty: 1550.172363
	Iteration 8Q: 3 clusters Score -178305.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -178374.375000 Penalty: 1550.172363
	Iteration 9Q: 3 clusters Score -178374.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -178437.890625 Penalty: 1550.172363
	Iteration 10Q: 3 clusters Score -178437.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -178498.593750 Penalty: 1550.172363
	Iteration 11Q: 3 clusters Score -178498.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -178544.359375 Penalty: 1550.172363
	Iteration 12Q: 3 clusters Score -178544.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -178593.687500 Penalty: 1550.172363
	Iteration 13Q: 3 clusters Score -178593.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -178638.843750 Penalty: 1550.172363
	Iteration 14Q: 3 clusters Score -178638.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -178673.687500 Penalty: 1550.172363
	Iteration 15Q: 3 clusters Score -178673.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -178706.578125 Penalty: 1550.172363
	Iteration 16Q: 3 clusters Score -178706.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -178733.843750 Penalty: 1550.172363
	Iteration 17Q: 3 clusters Score -178733.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -178754.000000 Penalty: 1550.172363
	Iteration 18Q: 3 clusters Score -178754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -178768.375000 Penalty: 1550.172363
	Iteration 19Q: 3 clusters Score -178768.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -178782.390625 Penalty: 1550.172363
	Iteration 20F: 3 clusters Score -178782.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -178797.671875 Penalty: 1550.172363
	Iteration 21Q: 3 clusters Score -178797.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -178811.062500 Penalty: 1550.172363
	Iteration 22Q: 3 clusters Score -178811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -178825.546875 Penalty: 1550.172363
	Iteration 23Q: 3 clusters Score -178825.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -178843.875000 Penalty: 1550.172363
	Iteration 24Q: 3 clusters Score -178843.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -178859.968750 Penalty: 1550.172363
	Iteration 25Q: 3 clusters Score -178860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -178875.890625 Penalty: 1550.172363
	Iteration 26Q: 3 clusters Score -178875.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -178885.031250 Penalty: 1550.172363
	Iteration 27Q: 3 clusters Score -178885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -178891.765625 Penalty: 1550.172363
	Iteration 28Q: 3 clusters Score -178891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -178896.343750 Penalty: 1550.172363
	Iteration 29Q: 3 clusters Score -178896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -178903.187500 Penalty: 1550.172363
	Iteration 30Q: 3 clusters Score -178903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -178922.484375 Penalty: 1550.172363
	Iteration 31Q: 3 clusters Score -178922.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -178933.343750 Penalty: 1550.172363
	Iteration 32Q: 3 clusters Score -178933.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -178941.265625 Penalty: 1550.172363
	Iteration 33Q: 3 clusters Score -178941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -178943.062500 Penalty: 1550.172363
	Iteration 34Q: 3 clusters Score -178943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -178943.062500 Penalty: 1550.172363
	Iteration 35F: 3 clusters Score -178943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -182826.890625 Penalty: 766.795471
	Iteration 0F: 2 clusters Score -182826.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -180405.953125 Penalty: 1533.590942
	Iteration 0F: 3 clusters Score -180406 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -181134.125000 Penalty: 1533.590942
	Iteration 1F: 3 clusters Score -181134.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -181273.125000 Penalty: 1533.590942
	Iteration 2F: 3 clusters Score -181273.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -181391.656250 Penalty: 1533.590942
	Iteration 3F: 3 clusters Score -181391.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -181503.906250 Penalty: 1533.590942
	Iteration 4F: 3 clusters Score -181503.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -181592.875000 Penalty: 1533.590942
	Iteration 5Q: 3 clusters Score -181592.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -181675.359375 Penalty: 1533.590942
	Iteration 6Q: 3 clusters Score -181675.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -181764.046875 Penalty: 1533.590942
	Iteration 7Q: 3 clusters Score -181764 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -181828.109375 Penalty: 1533.590942
	Iteration 8Q: 3 clusters Score -181828.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -181875.937500 Penalty: 1533.590942
	Iteration 9Q: 3 clusters Score -181875.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -181910.468750 Penalty: 1533.590942
	Iteration 10Q: 3 clusters Score -181910.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -181941.125000 Penalty: 1533.590942
	Iteration 11Q: 3 clusters Score -181941.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -181971.984375 Penalty: 1533.590942
	Iteration 12Q: 3 clusters Score -181972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -181994.078125 Penalty: 1533.590942
	Iteration 13Q: 3 clusters Score -181994.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -182020.296875 Penalty: 1533.590942
	Iteration 14Q: 3 clusters Score -182020.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -182051.734375 Penalty: 1533.590942
	Iteration 15Q: 3 clusters Score -182051.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -182084.468750 Penalty: 1533.590942
	Iteration 16Q: 3 clusters Score -182084.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -182117.859375 Penalty: 1533.590942
	Iteration 17Q: 3 clusters Score -182117.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -182141.640625 Penalty: 1533.590942
	Iteration 18Q: 3 clusters Score -182141.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -182163.078125 Penalty: 1533.590942
	Iteration 19Q: 3 clusters Score -182163.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -182182.468750 Penalty: 1533.590942
	Iteration 20F: 3 clusters Score -182182.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -182200.109375 Penalty: 1533.590942
	Iteration 21Q: 3 clusters Score -182200.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -182212.921875 Penalty: 1533.590942
	Iteration 22Q: 3 clusters Score -182212.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -182223.156250 Penalty: 1533.590942
	Iteration 23Q: 3 clusters Score -182223.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -182232.125000 Penalty: 1533.590942
	Iteration 24Q: 3 clusters Score -182232.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -182238.703125 Penalty: 1533.590942
	Iteration 25Q: 3 clusters Score -182238.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -182244.843750 Penalty: 1533.590942
	Iteration 26Q: 3 clusters Score -182244.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -182249.593750 Penalty: 1533.590942
	Iteration 27Q: 3 clusters Score -182249.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -182252.546875 Penalty: 1533.590942
	Iteration 28Q: 3 clusters Score -182252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -182255.093750 Penalty: 1533.590942
	Iteration 29Q: 3 clusters Score -182255.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -182257.609375 Penalty: 1533.590942
	Iteration 30Q: 3 clusters Score -182257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -182258.656250 Penalty: 1533.590942
	Iteration 31Q: 3 clusters Score -182258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -182259.953125 Penalty: 1533.590942
	Iteration 32Q: 3 clusters Score -182260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -182260.296875 Penalty: 1533.590942
	Iteration 33Q: 3 clusters Score -182260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -182260.453125 Penalty: 1533.590942
	Iteration 34Q: 3 clusters Score -182260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -182261.109375 Penalty: 1533.590942
	Iteration 35Q: 3 clusters Score -182261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -182260.890625 Penalty: 1533.590942
	Iteration 36Q: 3 clusters Score -182260.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -182260.890625 Penalty: 1533.590942
	Iteration 37F: 3 clusters Score -182260.9 nChanged 0
--- Evaluating fit on full set of 2212027 points ---
Entering Unmasked Estep 
Score: -116031768.000000 Penalty: 37473.160156
21->28 Clusters: Score -116031768.000000, best is -116028456.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 737342 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 35286 members 
Mstep: Class 3 contains 35347 members 
Mstep: Class 4 contains 35140 members 
Mstep: Class 5 contains 35096 members 
Mstep: Class 6 contains 34991 members 
Mstep: Class 7 contains 35098 members 
Mstep: Class 8 contains 34929 members 
Mstep: Class 9 contains 35137 members 
Mstep: Class 10 contains 35291 members 
Mstep: Class 11 contains 34854 members 
Mstep: Class 12 contains 35394 members 
Mstep: Class 13 contains 35386 members 
Mstep: Class 14 contains 34898 members 
Mstep: Class 15 contains 34967 members 
Mstep: Class 16 contains 34999 members 
Mstep: Class 17 contains 35357 members 
Mstep: Class 18 contains 35075 members 
Mstep: Class 19 contains 35311 members 
Mstep: Class 20 contains 34871 members 
Mstep: Class 21 contains 35007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 375.562988 but Gain 1283.527344
Score: -35045652.000000 Penalty: 25670.533203
Iteration 0F: 21 clusters Score -3.504565e+07 nChanged 699616
Entering Unmasked Mstep 
Mstep: Class 0 contains 969 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 53047 members 
Mstep: Class 3 contains 49119 members 
Mstep: Class 4 contains 47800 members 
Mstep: Class 5 contains 47964 members 
Mstep: Class 6 contains 81433 members 
Mstep: Class 7 contains 26667 members 
Mstep: Class 8 contains 38038 members 
Mstep: Class 9 contains 19912 members 
Mstep: Class 10 contains 20604 members 
Mstep: Class 11 contains 26347 members 
Mstep: Class 13 contains 40992 members 
Mstep: Class 14 contains 28003 members 
Mstep: Class 15 contains 25338 members 
Mstep: Class 16 contains 35012 members 
Mstep: Class 17 contains 17360 members 
Mstep: Class 18 contains 18601 members 
Mstep: Class 19 contains 33329 members 
Mstep: Class 20 contains 49126 members 
Mstep: Class 21 contains 64312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37228372.000000 Penalty: 25670.533203
Iteration 1F: 21 clusters Score -3.722837e+07 nChanged 283040
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 70413 members 
Mstep: Class 3 contains 53109 members 
Mstep: Class 4 contains 57037 members 
Mstep: Class 5 contains 48914 members 
Mstep: Class 6 contains 87325 members 
Mstep: Class 7 contains 27480 members 
Mstep: Class 8 contains 54684 members 
Mstep: Class 9 contains 11793 members 
Mstep: Class 10 contains 14290 members 
Mstep: Class 11 contains 30180 members 
Mstep: Class 13 contains 38917 members 
Mstep: Class 14 contains 27493 members 
Mstep: Class 15 contains 17569 members 
Mstep: Class 16 contains 48583 members 
Mstep: Class 17 contains 13282 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 27544 members 
Mstep: Class 20 contains 34300 members 
Mstep: Class 21 contains 51670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37750672.000000 Penalty: 25670.533203
Iteration 2F: 21 clusters Score -3.775067e+07 nChanged 192391
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 79280 members 
Mstep: Class 3 contains 47492 members 
Mstep: Class 4 contains 59873 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 96466 members 
Mstep: Class 7 contains 27560 members 
Mstep: Class 8 contains 71510 members 
Mstep: Class 9 contains 8397 members 
Mstep: Class 10 contains 13325 members 
Mstep: Class 11 contains 28517 members 
Mstep: Class 13 contains 36032 members 
Mstep: Class 14 contains 29211 members 
Mstep: Class 15 contains 12959 members 
Mstep: Class 16 contains 59115 members 
Mstep: Class 17 contains 10566 members 
Mstep: Class 18 contains 10405 members 
Mstep: Class 19 contains 22820 members 
Mstep: Class 20 contains 24612 members 
Mstep: Class 21 contains 49396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38002112.000000 Penalty: 25670.533203
Iteration 3F: 21 clusters Score -3.800211e+07 nChanged 134238
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 82790 members 
Mstep: Class 3 contains 39019 members 
Mstep: Class 4 contains 64174 members 
Mstep: Class 5 contains 41085 members 
Mstep: Class 6 contains 105818 members 
Mstep: Class 7 contains 26837 members 
Mstep: Class 8 contains 85878 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 11841 members 
Mstep: Class 11 contains 26432 members 
Mstep: Class 13 contains 34207 members 
Mstep: Class 14 contains 28643 members 
Mstep: Class 15 contains 9981 members 
Mstep: Class 16 contains 61491 members 
Mstep: Class 17 contains 8413 members 
Mstep: Class 18 contains 8916 members 
Mstep: Class 19 contains 20953 members 
Mstep: Class 20 contains 20145 members 
Mstep: Class 21 contains 48294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38155300.000000 Penalty: 25670.533203
Iteration 4F: 21 clusters Score -3.81553e+07 nChanged 105393
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 83400 members 
Mstep: Class 3 contains 30118 members 
Mstep: Class 4 contains 70077 members 
Mstep: Class 5 contains 44807 members 
Mstep: Class 6 contains 115310 members 
Mstep: Class 7 contains 25712 members 
Mstep: Class 8 contains 98853 members 
Mstep: Class 9 contains 6367 members 
Mstep: Class 10 contains 9738 members 
Mstep: Class 11 contains 25058 members 
Mstep: Class 13 contains 31598 members 
Mstep: Class 14 contains 27164 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 58883 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 19838 members 
Mstep: Class 20 contains 17699 members 
Mstep: Class 21 contains 44491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38274340.000000 Penalty: 25670.533203
Iteration 5F: 21 clusters Score -3.827434e+07 nChanged 85568
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 85803 members 
Mstep: Class 3 contains 21852 members 
Mstep: Class 4 contains 73193 members 
Mstep: Class 5 contains 50569 members 
Mstep: Class 6 contains 124338 members 
Mstep: Class 7 contains 24117 members 
Mstep: Class 8 contains 110774 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 10 contains 7731 members 
Mstep: Class 11 contains 23453 members 
Mstep: Class 13 contains 27978 members 
Mstep: Class 14 contains 26937 members 
Mstep: Class 15 contains 7106 members 
Mstep: Class 16 contains 54523 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 10063 members 
Mstep: Class 19 contains 18812 members 
Mstep: Class 20 contains 15679 members 
Mstep: Class 21 contains 39417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38363548.000000 Penalty: 25670.533203
Iteration 6F: 21 clusters Score -3.836355e+07 nChanged 69665
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 89631 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 72363 members 
Mstep: Class 5 contains 55196 members 
Mstep: Class 6 contains 133511 members 
Mstep: Class 7 contains 22194 members 
Mstep: Class 8 contains 121484 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 21741 members 
Mstep: Class 13 contains 23960 members 
Mstep: Class 14 contains 28401 members 
Mstep: Class 15 contains 7396 members 
Mstep: Class 16 contains 50159 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 11139 members 
Mstep: Class 19 contains 17999 members 
Mstep: Class 20 contains 13884 members 
Mstep: Class 21 contains 33767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38421464.000000 Penalty: 25670.533203
Iteration 7F: 21 clusters Score -3.842146e+07 nChanged 54342
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 92939 members 
Mstep: Class 3 contains 10560 members 
Mstep: Class 4 contains 69683 members 
Mstep: Class 5 contains 58476 members 
Mstep: Class 6 contains 142184 members 
Mstep: Class 7 contains 20453 members 
Mstep: Class 8 contains 130550 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 5394 members 
Mstep: Class 11 contains 20236 members 
Mstep: Class 13 contains 20246 members 
Mstep: Class 14 contains 30217 members 
Mstep: Class 15 contains 7958 members 
Mstep: Class 16 contains 46730 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 11885 members 
Mstep: Class 19 contains 17459 members 
Mstep: Class 20 contains 12402 members 
Mstep: Class 21 contains 28665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38459816.000000 Penalty: 25670.533203
Iteration 8F: 21 clusters Score -3.845982e+07 nChanged 42615
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 95623 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 66762 members 
Mstep: Class 5 contains 60673 members 
Mstep: Class 6 contains 149273 members 
Mstep: Class 7 contains 18958 members 
Mstep: Class 8 contains 138032 members 
Mstep: Class 9 contains 5235 members 
Mstep: Class 10 contains 4758 members 
Mstep: Class 11 contains 18890 members 
Mstep: Class 13 contains 16976 members 
Mstep: Class 14 contains 31533 members 
Mstep: Class 15 contains 8658 members 
Mstep: Class 16 contains 43984 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 12214 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 11203 members 
Mstep: Class 21 contains 24735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38485456.000000 Penalty: 25670.533203
Iteration 9F: 21 clusters Score -3.848546e+07 nChanged 33948
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 97835 members 
Mstep: Class 3 contains 5153 members 
Mstep: Class 4 contains 64121 members 
Mstep: Class 5 contains 62247 members 
Mstep: Class 6 contains 154583 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 144079 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 4336 members 
Mstep: Class 11 contains 17781 members 
Mstep: Class 13 contains 14289 members 
Mstep: Class 14 contains 32490 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 41682 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 16944 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 21835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38502140.000000 Penalty: 25670.533203
Iteration 10Q: 21 clusters Score -3.850214e+07 nChanged 27563
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 99940 members 
Mstep: Class 3 contains 3642 members 
Mstep: Class 4 contains 61875 members 
Mstep: Class 5 contains 63497 members 
Mstep: Class 6 contains 158256 members 
Mstep: Class 7 contains 16837 members 
Mstep: Class 8 contains 148958 members 
Mstep: Class 9 contains 6006 members 
Mstep: Class 10 contains 4044 members 
Mstep: Class 11 contains 16852 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 33189 members 
Mstep: Class 15 contains 10083 members 
Mstep: Class 16 contains 39825 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 11872 members 
Mstep: Class 19 contains 16770 members 
Mstep: Class 20 contains 9503 members 
Mstep: Class 21 contains 19589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38513972.000000 Penalty: 25670.533203
Iteration 11Q: 21 clusters Score -3.851397e+07 nChanged 22596
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 101952 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 59902 members 
Mstep: Class 5 contains 64593 members 
Mstep: Class 6 contains 160747 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 152992 members 
Mstep: Class 9 contains 6225 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 16105 members 
Mstep: Class 13 contains 10683 members 
Mstep: Class 14 contains 33739 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 38201 members 
Mstep: Class 17 contains 1979 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 16631 members 
Mstep: Class 20 contains 8914 members 
Mstep: Class 21 contains 17831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38523064.000000 Penalty: 25670.533203
Iteration 12Q: 21 clusters Score -3.852306e+07 nChanged 18608
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 103950 members 
Mstep: Class 3 contains 1929 members 
Mstep: Class 4 contains 57963 members 
Mstep: Class 5 contains 65681 members 
Mstep: Class 6 contains 162476 members 
Mstep: Class 7 contains 15367 members 
Mstep: Class 8 contains 156179 members 
Mstep: Class 9 contains 6393 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 11 contains 15525 members 
Mstep: Class 13 contains 9612 members 
Mstep: Class 14 contains 34176 members 
Mstep: Class 15 contains 11444 members 
Mstep: Class 16 contains 36579 members 
Mstep: Class 17 contains 1853 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 16540 members 
Mstep: Class 20 contains 8493 members 
Mstep: Class 21 contains 16460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38530108.000000 Penalty: 25670.533203
Iteration 13Q: 21 clusters Score -3.853011e+07 nChanged 15815
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 106020 members 
Mstep: Class 3 contains 1501 members 
Mstep: Class 4 contains 56021 members 
Mstep: Class 5 contains 66829 members 
Mstep: Class 6 contains 163349 members 
Mstep: Class 7 contains 14801 members 
Mstep: Class 8 contains 158552 members 
Mstep: Class 9 contains 6529 members 
Mstep: Class 10 contains 3570 members 
Mstep: Class 11 contains 15137 members 
Mstep: Class 13 contains 9134 members 
Mstep: Class 14 contains 34515 members 
Mstep: Class 15 contains 12164 members 
Mstep: Class 16 contains 34995 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 10456 members 
Mstep: Class 19 contains 16481 members 
Mstep: Class 20 contains 8178 members 
Mstep: Class 21 contains 15361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38535684.000000 Penalty: 25670.533203
Iteration 14Q: 21 clusters Score -3.853568e+07 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 108214 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 53956 members 
Mstep: Class 5 contains 67886 members 
Mstep: Class 6 contains 163797 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 8 contains 160153 members 
Mstep: Class 9 contains 6634 members 
Mstep: Class 10 contains 3523 members 
Mstep: Class 11 contains 14805 members 
Mstep: Class 13 contains 9061 members 
Mstep: Class 14 contains 34837 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 33533 members 
Mstep: Class 17 contains 1738 members 
Mstep: Class 18 contains 9892 members 
Mstep: Class 19 contains 16432 members 
Mstep: Class 20 contains 7949 members 
Mstep: Class 21 contains 14494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1267.824585 but Gain 1283.527344
Score: -38540224.000000 Penalty: 24387.005859
Iteration 15Q: 20 clusters Score -3.854022e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 110487 members 
Mstep: Class 4 contains 51949 members 
Mstep: Class 5 contains 68950 members 
Mstep: Class 6 contains 164276 members 
Mstep: Class 7 contains 14083 members 
Mstep: Class 8 contains 161549 members 
Mstep: Class 9 contains 6758 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 14721 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 35110 members 
Mstep: Class 15 contains 13619 members 
Mstep: Class 16 contains 32201 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 9396 members 
Mstep: Class 19 contains 16386 members 
Mstep: Class 20 contains 7765 members 
Mstep: Class 21 contains 13799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38545372.000000 Penalty: 24387.005859
Iteration 16Q: 20 clusters Score -3.854537e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 112721 members 
Mstep: Class 4 contains 49738 members 
Mstep: Class 5 contains 69881 members 
Mstep: Class 6 contains 164242 members 
Mstep: Class 7 contains 13763 members 
Mstep: Class 8 contains 162218 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 35332 members 
Mstep: Class 15 contains 14253 members 
Mstep: Class 16 contains 31059 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 8960 members 
Mstep: Class 19 contains 16349 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 13227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38548016.000000 Penalty: 24387.005859
Iteration 17Q: 20 clusters Score -3.854802e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 115100 members 
Mstep: Class 4 contains 47359 members 
Mstep: Class 5 contains 70663 members 
Mstep: Class 6 contains 164177 members 
Mstep: Class 7 contains 13477 members 
Mstep: Class 8 contains 162654 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 3473 members 
Mstep: Class 11 contains 14318 members 
Mstep: Class 13 contains 9798 members 
Mstep: Class 14 contains 35511 members 
Mstep: Class 15 contains 14823 members 
Mstep: Class 16 contains 30114 members 
Mstep: Class 17 contains 1749 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 16321 members 
Mstep: Class 20 contains 7560 members 
Mstep: Class 21 contains 12751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38550368.000000 Penalty: 24387.005859
Iteration 18Q: 20 clusters Score -3.855037e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 117444 members 
Mstep: Class 4 contains 44978 members 
Mstep: Class 5 contains 71267 members 
Mstep: Class 6 contains 164119 members 
Mstep: Class 7 contains 13220 members 
Mstep: Class 8 contains 162979 members 
Mstep: Class 9 contains 7286 members 
Mstep: Class 10 contains 3436 members 
Mstep: Class 11 contains 14115 members 
Mstep: Class 13 contains 10143 members 
Mstep: Class 14 contains 35650 members 
Mstep: Class 15 contains 15288 members 
Mstep: Class 16 contains 29432 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 8275 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 21 contains 12334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38552636.000000 Penalty: 24387.005859
Iteration 19Q: 20 clusters Score -3.855264e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 119821 members 
Mstep: Class 4 contains 42540 members 
Mstep: Class 5 contains 71785 members 
Mstep: Class 6 contains 164096 members 
Mstep: Class 7 contains 12991 members 
Mstep: Class 8 contains 163157 members 
Mstep: Class 9 contains 7622 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 35777 members 
Mstep: Class 15 contains 15695 members 
Mstep: Class 16 contains 28897 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 16264 members 
Mstep: Class 20 contains 7431 members 
Mstep: Class 21 contains 11831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38555512.000000 Penalty: 24387.005859
Iteration 20F: 20 clusters Score -3.855551e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 122233 members 
Mstep: Class 4 contains 40079 members 
Mstep: Class 5 contains 72272 members 
Mstep: Class 6 contains 164026 members 
Mstep: Class 7 contains 12754 members 
Mstep: Class 8 contains 163212 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 13749 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 35864 members 
Mstep: Class 15 contains 15999 members 
Mstep: Class 16 contains 28427 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 7599 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 7411 members 
Mstep: Class 21 contains 11071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38559140.000000 Penalty: 24387.005859
Iteration 21Q: 20 clusters Score -3.855914e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 124746 members 
Mstep: Class 4 contains 37639 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 163731 members 
Mstep: Class 7 contains 12503 members 
Mstep: Class 8 contains 163245 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 13649 members 
Mstep: Class 13 contains 11373 members 
Mstep: Class 14 contains 35926 members 
Mstep: Class 15 contains 16208 members 
Mstep: Class 16 contains 28088 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 7256 members 
Mstep: Class 19 contains 16201 members 
Mstep: Class 20 contains 7401 members 
Mstep: Class 21 contains 10232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38562856.000000 Penalty: 24387.005859
Iteration 22Q: 20 clusters Score -3.856286e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 127232 members 
Mstep: Class 4 contains 35279 members 
Mstep: Class 5 contains 73017 members 
Mstep: Class 6 contains 163414 members 
Mstep: Class 7 contains 12250 members 
Mstep: Class 8 contains 163235 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 11 contains 13640 members 
Mstep: Class 13 contains 11697 members 
Mstep: Class 14 contains 35967 members 
Mstep: Class 15 contains 16409 members 
Mstep: Class 16 contains 27798 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 6944 members 
Mstep: Class 19 contains 16161 members 
Mstep: Class 20 contains 7395 members 
Mstep: Class 21 contains 9672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38565120.000000 Penalty: 24387.005859
Iteration 23Q: 20 clusters Score -3.856512e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 129604 members 
Mstep: Class 4 contains 33122 members 
Mstep: Class 5 contains 73291 members 
Mstep: Class 6 contains 162944 members 
Mstep: Class 7 contains 12029 members 
Mstep: Class 8 contains 163241 members 
Mstep: Class 9 contains 10042 members 
Mstep: Class 10 contains 3943 members 
Mstep: Class 11 contains 13739 members 
Mstep: Class 13 contains 11979 members 
Mstep: Class 14 contains 35976 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 27580 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 16145 members 
Mstep: Class 20 contains 7394 members 
Mstep: Class 21 contains 9348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38568004.000000 Penalty: 24387.005859
Iteration 24Q: 20 clusters Score -3.8568e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 131842 members 
Mstep: Class 4 contains 31158 members 
Mstep: Class 5 contains 73495 members 
Mstep: Class 6 contains 162161 members 
Mstep: Class 7 contains 11817 members 
Mstep: Class 8 contains 163276 members 
Mstep: Class 9 contains 10233 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 35976 members 
Mstep: Class 15 contains 16868 members 
Mstep: Class 16 contains 27417 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 6367 members 
Mstep: Class 19 contains 16130 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 9097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38571732.000000 Penalty: 24387.005859
Iteration 25Q: 20 clusters Score -3.857173e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 133830 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 73712 members 
Mstep: Class 6 contains 161433 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 163231 members 
Mstep: Class 9 contains 10389 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 14586 members 
Mstep: Class 13 contains 12498 members 
Mstep: Class 14 contains 35954 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 27291 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 6106 members 
Mstep: Class 19 contains 16107 members 
Mstep: Class 20 contains 7359 members 
Mstep: Class 21 contains 8931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38574800.000000 Penalty: 24387.005859
Iteration 26Q: 20 clusters Score -3.85748e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 135531 members 
Mstep: Class 4 contains 27803 members 
Mstep: Class 5 contains 73895 members 
Mstep: Class 6 contains 160928 members 
Mstep: Class 7 contains 11323 members 
Mstep: Class 8 contains 163111 members 
Mstep: Class 9 contains 10529 members 
Mstep: Class 10 contains 4144 members 
Mstep: Class 11 contains 14898 members 
Mstep: Class 13 contains 12675 members 
Mstep: Class 14 contains 35941 members 
Mstep: Class 15 contains 17485 members 
Mstep: Class 16 contains 27215 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 5879 members 
Mstep: Class 19 contains 16083 members 
Mstep: Class 20 contains 7349 members 
Mstep: Class 21 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38577376.000000 Penalty: 24387.005859
Iteration 27Q: 20 clusters Score -3.857738e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 136922 members 
Mstep: Class 4 contains 26376 members 
Mstep: Class 5 contains 74081 members 
Mstep: Class 6 contains 160633 members 
Mstep: Class 7 contains 11028 members 
Mstep: Class 8 contains 162950 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 15206 members 
Mstep: Class 13 contains 12795 members 
Mstep: Class 14 contains 35936 members 
Mstep: Class 15 contains 17902 members 
Mstep: Class 16 contains 27131 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 16074 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 8650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38580100.000000 Penalty: 24387.005859
Iteration 28Q: 20 clusters Score -3.85801e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 137949 members 
Mstep: Class 4 contains 25285 members 
Mstep: Class 5 contains 74241 members 
Mstep: Class 6 contains 160371 members 
Mstep: Class 7 contains 10774 members 
Mstep: Class 8 contains 162770 members 
Mstep: Class 9 contains 10812 members 
Mstep: Class 10 contains 4261 members 
Mstep: Class 11 contains 15505 members 
Mstep: Class 13 contains 12887 members 
Mstep: Class 14 contains 35924 members 
Mstep: Class 15 contains 18276 members 
Mstep: Class 16 contains 27058 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 5522 members 
Mstep: Class 19 contains 16053 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 8525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38582060.000000 Penalty: 24387.005859
Iteration 29Q: 20 clusters Score -3.858206e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 138703 members 
Mstep: Class 4 contains 24390 members 
Mstep: Class 5 contains 74389 members 
Mstep: Class 6 contains 160150 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 162612 members 
Mstep: Class 9 contains 10984 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 15796 members 
Mstep: Class 13 contains 12961 members 
Mstep: Class 14 contains 35931 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 26999 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 16032 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 8378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38583704.000000 Penalty: 24387.005859
Iteration 30Q: 20 clusters Score -3.85837e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 139270 members 
Mstep: Class 4 contains 23586 members 
Mstep: Class 5 contains 74514 members 
Mstep: Class 6 contains 160148 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 162397 members 
Mstep: Class 9 contains 11168 members 
Mstep: Class 10 contains 4367 members 
Mstep: Class 11 contains 16045 members 
Mstep: Class 13 contains 13028 members 
Mstep: Class 14 contains 35930 members 
Mstep: Class 15 contains 18835 members 
Mstep: Class 16 contains 26952 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 16013 members 
Mstep: Class 20 contains 7280 members 
Mstep: Class 21 contains 8243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38584940.000000 Penalty: 24387.005859
Iteration 31Q: 20 clusters Score -3.858494e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 139736 members 
Mstep: Class 4 contains 22844 members 
Mstep: Class 5 contains 74610 members 
Mstep: Class 6 contains 160294 members 
Mstep: Class 7 contains 10377 members 
Mstep: Class 8 contains 162106 members 
Mstep: Class 9 contains 11396 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 16319 members 
Mstep: Class 13 contains 13051 members 
Mstep: Class 14 contains 35918 members 
Mstep: Class 15 contains 19063 members 
Mstep: Class 16 contains 26909 members 
Mstep: Class 17 contains 1890 members 
Mstep: Class 18 contains 5129 members 
Mstep: Class 19 contains 15980 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 8090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38585836.000000 Penalty: 24387.005859
Iteration 32Q: 20 clusters Score -3.858584e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 140152 members 
Mstep: Class 4 contains 22131 members 
Mstep: Class 5 contains 74688 members 
Mstep: Class 6 contains 160514 members 
Mstep: Class 7 contains 10254 members 
Mstep: Class 8 contains 161813 members 
Mstep: Class 9 contains 11704 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 16575 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 35915 members 
Mstep: Class 15 contains 19271 members 
Mstep: Class 16 contains 26861 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 15939 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 7876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38586744.000000 Penalty: 24387.005859
Iteration 33Q: 20 clusters Score -3.858674e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 140466 members 
Mstep: Class 4 contains 21489 members 
Mstep: Class 5 contains 74756 members 
Mstep: Class 6 contains 160873 members 
Mstep: Class 7 contains 10138 members 
Mstep: Class 8 contains 161501 members 
Mstep: Class 9 contains 12129 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 16776 members 
Mstep: Class 13 contains 13107 members 
Mstep: Class 14 contains 35923 members 
Mstep: Class 15 contains 19454 members 
Mstep: Class 16 contains 26815 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 4917 members 
Mstep: Class 19 contains 15881 members 
Mstep: Class 20 contains 7156 members 
Mstep: Class 21 contains 7549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38587492.000000 Penalty: 24387.005859
Iteration 34Q: 20 clusters Score -3.858749e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 140745 members 
Mstep: Class 4 contains 20864 members 
Mstep: Class 5 contains 74828 members 
Mstep: Class 6 contains 161239 members 
Mstep: Class 7 contains 10047 members 
Mstep: Class 8 contains 161209 members 
Mstep: Class 9 contains 12581 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 16957 members 
Mstep: Class 13 contains 13137 members 
Mstep: Class 14 contains 35943 members 
Mstep: Class 15 contains 19612 members 
Mstep: Class 16 contains 26768 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 4807 members 
Mstep: Class 19 contains 15809 members 
Mstep: Class 20 contains 7123 members 
Mstep: Class 21 contains 7220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38588264.000000 Penalty: 24387.005859
Iteration 35Q: 20 clusters Score -3.858826e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 140967 members 
Mstep: Class 4 contains 20300 members 
Mstep: Class 5 contains 74880 members 
Mstep: Class 6 contains 161656 members 
Mstep: Class 7 contains 9932 members 
Mstep: Class 8 contains 160941 members 
Mstep: Class 9 contains 12939 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 17079 members 
Mstep: Class 13 contains 13171 members 
Mstep: Class 14 contains 35977 members 
Mstep: Class 15 contains 19738 members 
Mstep: Class 16 contains 26735 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 4687 members 
Mstep: Class 19 contains 15743 members 
Mstep: Class 20 contains 7107 members 
Mstep: Class 21 contains 6993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38588748.000000 Penalty: 24387.005859
Iteration 36Q: 20 clusters Score -3.858875e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 141130 members 
Mstep: Class 4 contains 19795 members 
Mstep: Class 5 contains 74909 members 
Mstep: Class 6 contains 162065 members 
Mstep: Class 7 contains 9824 members 
Mstep: Class 8 contains 160681 members 
Mstep: Class 9 contains 13178 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 17208 members 
Mstep: Class 13 contains 13198 members 
Mstep: Class 14 contains 36027 members 
Mstep: Class 15 contains 19862 members 
Mstep: Class 16 contains 26717 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 4591 members 
Mstep: Class 19 contains 15692 members 
Mstep: Class 20 contains 7082 members 
Mstep: Class 21 contains 6834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38589292.000000 Penalty: 24387.005859
Iteration 37Q: 20 clusters Score -3.858929e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 141290 members 
Mstep: Class 4 contains 19341 members 
Mstep: Class 5 contains 74933 members 
Mstep: Class 6 contains 162531 members 
Mstep: Class 7 contains 9687 members 
Mstep: Class 8 contains 160450 members 
Mstep: Class 9 contains 13361 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 17283 members 
Mstep: Class 13 contains 13218 members 
Mstep: Class 14 contains 36074 members 
Mstep: Class 15 contains 19989 members 
Mstep: Class 16 contains 26695 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 4499 members 
Mstep: Class 19 contains 15648 members 
Mstep: Class 20 contains 7060 members 
Mstep: Class 21 contains 6698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38589584.000000 Penalty: 24387.005859
Iteration 38Q: 20 clusters Score -3.858958e+07 nChanged 2450
Entering ConstructFrom: 
Score: -38589584.000000 Penalty: 24387.005859
Entering ConstructFrom: 
Trying to split cluster 1 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -106874.617188 Penalty: 723.687195
	Iteration 0F: 2 clusters Score -106874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -105168.523438 Penalty: 1447.374390
	Iteration 0F: 3 clusters Score -105168.5 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -105575.375000 Penalty: 1447.374390
	Iteration 1F: 3 clusters Score -105575.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -105653.500000 Penalty: 1447.374390
	Iteration 2F: 3 clusters Score -105653.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -105703.734375 Penalty: 1447.374390
	Iteration 3Q: 3 clusters Score -105703.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -105742.492188 Penalty: 1447.374390
	Iteration 4Q: 3 clusters Score -105742.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -105769.234375 Penalty: 1447.374390
	Iteration 5Q: 3 clusters Score -105769.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -105789.859375 Penalty: 1447.374390
	Iteration 6Q: 3 clusters Score -105789.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -105809.585938 Penalty: 1447.374390
	Iteration 7Q: 3 clusters Score -105809.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -105827.601562 Penalty: 1447.374390
	Iteration 8Q: 3 clusters Score -105827.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -105841.679688 Penalty: 1447.374390
	Iteration 9Q: 3 clusters Score -105841.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -105854.312500 Penalty: 1447.374390
	Iteration 10Q: 3 clusters Score -105854.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -105861.507812 Penalty: 1447.374390
	Iteration 11Q: 3 clusters Score -105861.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -105867.882812 Penalty: 1447.374390
	Iteration 12Q: 3 clusters Score -105867.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -105875.398438 Penalty: 1447.374390
	Iteration 13Q: 3 clusters Score -105875.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -105880.179688 Penalty: 1447.374390
	Iteration 14Q: 3 clusters Score -105880.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -105884.835938 Penalty: 1447.374390
	Iteration 15Q: 3 clusters Score -105884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -105891.101562 Penalty: 1447.374390
	Iteration 16Q: 3 clusters Score -105891.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -105898.070312 Penalty: 1447.374390
	Iteration 17Q: 3 clusters Score -105898.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -105903.015625 Penalty: 1447.374390
	Iteration 18Q: 3 clusters Score -105903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -105906.101562 Penalty: 1447.374390
	Iteration 19Q: 3 clusters Score -105906.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -105908.664062 Penalty: 1447.374390
	Iteration 20F: 3 clusters Score -105908.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -105911.609375 Penalty: 1447.374390
	Iteration 21Q: 3 clusters Score -105911.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105916.507812 Penalty: 1447.374390
	Iteration 22Q: 3 clusters Score -105916.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105920.117188 Penalty: 1447.374390
	Iteration 23Q: 3 clusters Score -105920.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -105923.406250 Penalty: 1447.374390
	Iteration 24Q: 3 clusters Score -105923.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105929.421875 Penalty: 1447.374390
	Iteration 25Q: 3 clusters Score -105929.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105934.210938 Penalty: 1447.374390
	Iteration 26Q: 3 clusters Score -105934.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -105938.562500 Penalty: 1447.374390
	Iteration 27Q: 3 clusters Score -105938.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -105946.406250 Penalty: 1447.374390
	Iteration 28Q: 3 clusters Score -105946.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105951.406250 Penalty: 1447.374390
	Iteration 29Q: 3 clusters Score -105951.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105956.703125 Penalty: 1447.374390
	Iteration 30Q: 3 clusters Score -105956.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105960.812500 Penalty: 1447.374390
	Iteration 31Q: 3 clusters Score -105960.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -105964.351562 Penalty: 1447.374390
	Iteration 32Q: 3 clusters Score -105964.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -105971.156250 Penalty: 1447.374390
	Iteration 33Q: 3 clusters Score -105971.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -105981.531250 Penalty: 1447.374390
	Iteration 34Q: 3 clusters Score -105981.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105994.976562 Penalty: 1447.374390
	Iteration 35Q: 3 clusters Score -105995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -106013.390625 Penalty: 1447.374390
	Iteration 36Q: 3 clusters Score -106013.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106031.156250 Penalty: 1447.374390
	Iteration 37Q: 3 clusters Score -106031.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106052.468750 Penalty: 1447.374390
	Iteration 38Q: 3 clusters Score -106052.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106071.968750 Penalty: 1447.374390
	Iteration 39Q: 3 clusters Score -106072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106095.570312 Penalty: 1447.374390
	Iteration 40F: 3 clusters Score -106095.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106110.328125 Penalty: 1447.374390
	Iteration 41Q: 3 clusters Score -106110.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106122.734375 Penalty: 1447.374390
	Iteration 42Q: 3 clusters Score -106122.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106133.718750 Penalty: 1447.374390
	Iteration 43Q: 3 clusters Score -106133.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -106143.218750 Penalty: 1447.374390
	Iteration 44Q: 3 clusters Score -106143.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106153.539062 Penalty: 1447.374390
	Iteration 45Q: 3 clusters Score -106153.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106160.546875 Penalty: 1447.374390
	Iteration 46Q: 3 clusters Score -106160.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106164.382812 Penalty: 1447.374390
	Iteration 47Q: 3 clusters Score -106164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -106168.820312 Penalty: 1447.374390
	Iteration 48Q: 3 clusters Score -106168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -106175.156250 Penalty: 1447.374390
	Iteration 49Q: 3 clusters Score -106175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106183.125000 Penalty: 1447.374390
	Iteration 50Q: 3 clusters Score -106183.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -106195.656250 Penalty: 1447.374390
	Iteration 51Q: 3 clusters Score -106195.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -106204.828125 Penalty: 1447.374390
	Iteration 52Q: 3 clusters Score -106204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -106213.179688 Penalty: 1447.374390
	Iteration 53Q: 3 clusters Score -106213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -106218.382812 Penalty: 1447.374390
	Iteration 54Q: 3 clusters Score -106218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -106222.289062 Penalty: 1447.374390
	Iteration 55Q: 3 clusters Score -106222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -106227.015625 Penalty: 1447.374390
	Iteration 56Q: 3 clusters Score -106227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -106229.093750 Penalty: 1447.374390
	Iteration 57Q: 3 clusters Score -106229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -106231.117188 Penalty: 1447.374390
	Iteration 58Q: 3 clusters Score -106231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -106232.242188 Penalty: 1447.374390
	Iteration 59Q: 3 clusters Score -106232.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -106233.695312 Penalty: 1447.374390
	Iteration 60F: 3 clusters Score -106233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -106234.484375 Penalty: 1447.374390
	Iteration 61Q: 3 clusters Score -106234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -106235.484375 Penalty: 1447.374390
	Iteration 62Q: 3 clusters Score -106235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -106237.226562 Penalty: 1447.374390
	Iteration 63Q: 3 clusters Score -106237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -106238.648438 Penalty: 1447.374390
	Iteration 64Q: 3 clusters Score -106238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -106241.210938 Penalty: 1447.374390
	Iteration 65Q: 3 clusters Score -106241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -106243.164062 Penalty: 1447.374390
	Iteration 66Q: 3 clusters Score -106243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -106243.164062 Penalty: 1447.374390
	Iteration 67F: 3 clusters Score -106243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (141401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Entering Unmasked Estep 
Score: -8206785.000000 Penalty: 1126.638672
	Iteration 0F: 2 clusters Score -8206785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -8112179.500000 Penalty: 2253.277344
	Iteration 0F: 3 clusters Score -8112180 nChanged 68473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -8155535.000000 Penalty: 2253.277344
	Iteration 1F: 3 clusters Score -8155535 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -8158016.500000 Penalty: 2253.277344
	Iteration 2Q: 3 clusters Score -8158016 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -8160736.500000 Penalty: 2253.277344
	Iteration 3Q: 3 clusters Score -8160736 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -8163437.000000 Penalty: 2253.277344
	Iteration 4F: 3 clusters Score -8163437 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -8165852.000000 Penalty: 2253.277344
	Iteration 5Q: 3 clusters Score -8165852 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -8168196.000000 Penalty: 2253.277344
	Iteration 6Q: 3 clusters Score -8168196 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -8170487.500000 Penalty: 2253.277344
	Iteration 7Q: 3 clusters Score -8170488 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -8173175.500000 Penalty: 2253.277344
	Iteration 8Q: 3 clusters Score -8173176 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 103749 members 
Entering Unmasked Estep 
Score: -8176867.500000 Penalty: 2253.277344
	Iteration 9Q: 3 clusters Score -8176868 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 111260 members 
Entering Unmasked Estep 
Score: -8181566.000000 Penalty: 2253.277344
	Iteration 10F: 3 clusters Score -8181566 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 119141 members 
Entering Unmasked Estep 
Score: -8187321.500000 Penalty: 2253.277344
	Iteration 11F: 3 clusters Score -8187322 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -8193625.000000 Penalty: 2253.277344
	Iteration 12F: 3 clusters Score -8193625 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 132895 members 
Entering Unmasked Estep 
Score: -8199063.000000 Penalty: 2253.277344
	Iteration 13Q: 3 clusters Score -8199063 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 136984 members 
Entering Unmasked Estep 
Score: -8202687.500000 Penalty: 2253.277344
	Iteration 14Q: 3 clusters Score -8202688 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 139231 members 
Entering Unmasked Estep 
Score: -8204551.000000 Penalty: 2253.277344
	Iteration 15Q: 3 clusters Score -8204551 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 140227 members 
Entering Unmasked Estep 
Score: -8205276.500000 Penalty: 2253.277344
	Iteration 16Q: 3 clusters Score -8205276 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 140662 members 
Entering Unmasked Estep 
Score: -8205557.500000 Penalty: 2253.277344
	Iteration 17Q: 3 clusters Score -8205558 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 140866 members 
Entering Unmasked Estep 
Score: -8205738.500000 Penalty: 2253.277344
	Iteration 18Q: 3 clusters Score -8205738 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 140965 members 
Entering Unmasked Estep 
Score: -8205820.500000 Penalty: 2253.277344
	Iteration 19Q: 3 clusters Score -8205820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -8205869.000000 Penalty: 2253.277344
	Iteration 20F: 3 clusters Score -8205869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 141037 members 
Entering Unmasked Estep 
Score: -8205903.000000 Penalty: 2253.277344
	Iteration 21Q: 3 clusters Score -8205903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 141050 members 
Entering Unmasked Estep 
Score: -8205905.500000 Penalty: 2253.277344
	Iteration 22Q: 3 clusters Score -8205906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 141054 members 
Entering Unmasked Estep 
Score: -8205903.000000 Penalty: 2253.277344
	Iteration 23Q: 3 clusters Score -8205903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 141062 members 
Entering Unmasked Estep 
Score: -8205929.500000 Penalty: 2253.277344
	Iteration 24Q: 3 clusters Score -8205930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 141064 members 
Entering Unmasked Estep 
Score: -8205926.000000 Penalty: 2253.277344
	Iteration 25Q: 3 clusters Score -8205926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -8205925.000000 Penalty: 2253.277344
	Iteration 26Q: 3 clusters Score -8205925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -8205932.500000 Penalty: 2253.277344
	Iteration 27Q: 3 clusters Score -8205932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 141075 members 
Entering Unmasked Estep 
Score: -8205934.500000 Penalty: 2253.277344
	Iteration 28Q: 3 clusters Score -8205934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -8205937.000000 Penalty: 2253.277344
	Iteration 29Q: 3 clusters Score -8205937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -8205940.000000 Penalty: 2253.277344
	Iteration 30Q: 3 clusters Score -8205940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
Score: -8205941.000000 Penalty: 2253.277344
	Iteration 31Q: 3 clusters Score -8205941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141080 members 
Entering Unmasked Estep 
Score: -8205950.000000 Penalty: 2253.277344
	Iteration 32Q: 3 clusters Score -8205950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -8205948.000000 Penalty: 2253.277344
	Iteration 33Q: 3 clusters Score -8205948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -8205948.500000 Penalty: 2253.277344
	Iteration 34Q: 3 clusters Score -8205948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141080 members 
Entering Unmasked Estep 
Score: -8205946.000000 Penalty: 2253.277344
	Iteration 35Q: 3 clusters Score -8205946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -8205948.500000 Penalty: 2253.277344
	Iteration 36Q: 3 clusters Score -8205948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
Score: -8205944.500000 Penalty: 2253.277344
	Iteration 37Q: 3 clusters Score -8205944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -8205942.000000 Penalty: 2253.277344
	Iteration 38Q: 3 clusters Score -8205942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
Score: -8205944.500000 Penalty: 2253.277344
	Iteration 39Q: 3 clusters Score -8205944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
Score: -8205944.500000 Penalty: 2253.277344
	Iteration 40F: 3 clusters Score -8205944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Entering Unmasked Estep 
Score: -1135148.500000 Penalty: 935.688049
	Iteration 0F: 2 clusters Score -1135148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1122333.500000 Penalty: 1871.376099
	Iteration 0F: 3 clusters Score -1122334 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1127115.500000 Penalty: 1871.376099
	Iteration 1F: 3 clusters Score -1127116 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1127267.500000 Penalty: 1871.376099
	Iteration 2Q: 3 clusters Score -1127268 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1127402.500000 Penalty: 1871.376099
	Iteration 3Q: 3 clusters Score -1127402 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1127516.875000 Penalty: 1871.376099
	Iteration 4Q: 3 clusters Score -1127517 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1127612.750000 Penalty: 1871.376099
	Iteration 5Q: 3 clusters Score -1127613 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1127704.250000 Penalty: 1871.376099
	Iteration 6Q: 3 clusters Score -1127704 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1127814.500000 Penalty: 1871.376099
	Iteration 7Q: 3 clusters Score -1127814 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1127947.625000 Penalty: 1871.376099
	Iteration 8Q: 3 clusters Score -1127948 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1128116.000000 Penalty: 1871.376099
	Iteration 9Q: 3 clusters Score -1128116 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1128402.000000 Penalty: 1871.376099
	Iteration 10Q: 3 clusters Score -1128402 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1128881.000000 Penalty: 1871.376099
	Iteration 11Q: 3 clusters Score -1128881 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1129644.625000 Penalty: 1871.376099
	Iteration 12F: 3 clusters Score -1129645 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1130737.125000 Penalty: 1871.376099
	Iteration 13F: 3 clusters Score -1130737 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1132123.500000 Penalty: 1871.376099
	Iteration 14F: 3 clusters Score -1132124 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1133268.250000 Penalty: 1871.376099
	Iteration 15F: 3 clusters Score -1133268 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1133909.375000 Penalty: 1871.376099
	Iteration 16Q: 3 clusters Score -1133909 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1134182.000000 Penalty: 1871.376099
	Iteration 17Q: 3 clusters Score -1134182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1134245.125000 Penalty: 1871.376099
	Iteration 18Q: 3 clusters Score -1134245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1134282.625000 Penalty: 1871.376099
	Iteration 19Q: 3 clusters Score -1134283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1134311.375000 Penalty: 1871.376099
	Iteration 20F: 3 clusters Score -1134311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1134327.250000 Penalty: 1871.376099
	Iteration 21Q: 3 clusters Score -1134327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1134334.125000 Penalty: 1871.376099
	Iteration 22Q: 3 clusters Score -1134334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1134338.750000 Penalty: 1871.376099
	Iteration 23Q: 3 clusters Score -1134339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1134341.500000 Penalty: 1871.376099
	Iteration 24Q: 3 clusters Score -1134342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1134342.500000 Penalty: 1871.376099
	Iteration 25Q: 3 clusters Score -1134342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1134342.500000 Penalty: 1871.376099
	Iteration 26F: 3 clusters Score -1134342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (74950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Entering Unmasked Estep 
Score: -4082325.000000 Penalty: 1066.334839
	Iteration 0F: 2 clusters Score -4082325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4032098.000000 Penalty: 2132.669678
	Iteration 0F: 3 clusters Score -4032098 nChanged 36024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4053458.500000 Penalty: 2132.669678
	Iteration 1F: 3 clusters Score -4053458 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4054767.500000 Penalty: 2132.669678
	Iteration 2Q: 3 clusters Score -4054768 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -4056795.750000 Penalty: 2132.669678
	Iteration 3F: 3 clusters Score -4056796 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -4059717.000000 Penalty: 2132.669678
	Iteration 4F: 3 clusters Score -4059717 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4063609.750000 Penalty: 2132.669678
	Iteration 5F: 3 clusters Score -4063610 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4067999.500000 Penalty: 2132.669678
	Iteration 6F: 3 clusters Score -4068000 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4072290.250000 Penalty: 2132.669678
	Iteration 7F: 3 clusters Score -4072290 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -4075722.250000 Penalty: 2132.669678
	Iteration 8Q: 3 clusters Score -4075722 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -4077866.750000 Penalty: 2132.669678
	Iteration 9Q: 3 clusters Score -4077867 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4079063.250000 Penalty: 2132.669678
	Iteration 10Q: 3 clusters Score -4079063 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4079909.000000 Penalty: 2132.669678
	Iteration 11Q: 3 clusters Score -4079909 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -4080665.500000 Penalty: 2132.669678
	Iteration 12Q: 3 clusters Score -4080666 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4081320.500000 Penalty: 2132.669678
	Iteration 13Q: 3 clusters Score -4081320 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -4081840.250000 Penalty: 2132.669678
	Iteration 14Q: 3 clusters Score -4081840 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -4082273.750000 Penalty: 2132.669678
	Iteration 15Q: 3 clusters Score -4082274 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -4082664.500000 Penalty: 2132.669678
	Iteration 16Q: 3 clusters Score -4082664 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -4083076.250000 Penalty: 2132.669678
	Iteration 17Q: 3 clusters Score -4083076 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4083377.250000 Penalty: 2132.669678
	Iteration 18Q: 3 clusters Score -4083377 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4083627.500000 Penalty: 2132.669678
	Iteration 19Q: 3 clusters Score -4083628 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4083860.750000 Penalty: 2132.669678
	Iteration 20F: 3 clusters Score -4083861 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4084176.250000 Penalty: 2132.669678
	Iteration 21Q: 3 clusters Score -4084176 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4084482.750000 Penalty: 2132.669678
	Iteration 22Q: 3 clusters Score -4084483 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4084640.250000 Penalty: 2132.669678
	Iteration 23Q: 3 clusters Score -4084640 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4084708.750000 Penalty: 2132.669678
	Iteration 24Q: 3 clusters Score -4084709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4084725.750000 Penalty: 2132.669678
	Iteration 25Q: 3 clusters Score -4084726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4084737.250000 Penalty: 2132.669678
	Iteration 26Q: 3 clusters Score -4084737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4084737.250000 Penalty: 2132.669678
	Iteration 27Q: 3 clusters Score -4084737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4084735.250000 Penalty: 2132.669678
	Iteration 28Q: 3 clusters Score -4084735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4084746.000000 Penalty: 2132.669678
	Iteration 29Q: 3 clusters Score -4084746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71121 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4084744.750000 Penalty: 2132.669678
	Iteration 30Q: 3 clusters Score -4084745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4084746.000000 Penalty: 2132.669678
	Iteration 31Q: 3 clusters Score -4084746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4084747.750000 Penalty: 2132.669678
	Iteration 32Q: 3 clusters Score -4084748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4084748.750000 Penalty: 2132.669678
	Iteration 33Q: 3 clusters Score -4084749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4084747.750000 Penalty: 2132.669678
	Iteration 34Q: 3 clusters Score -4084748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4084745.000000 Penalty: 2132.669678
	Iteration 35Q: 3 clusters Score -4084745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4084742.500000 Penalty: 2132.669678
	Iteration 36Q: 3 clusters Score -4084742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4084742.500000 Penalty: 2132.669678
	Iteration 37F: 3 clusters Score -4084742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 141401 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 18946 members 
Mstep: Class 5 contains 71138 members 
Mstep: Class 6 contains 162995 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 160247 members 
Mstep: Class 9 contains 13455 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 17342 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 36115 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 6615 members 
Entering Unmasked Estep 
Score: -38591832.000000 Penalty: 25670.533203
Splitting cluster 5 changes total score from -38589584.000000 to -38591832.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (162995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Entering Unmasked Estep 
Score: -8530988.000000 Penalty: 1140.140015
	Iteration 0F: 2 clusters Score -8530988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -8420853.000000 Penalty: 2280.280029
	Iteration 0F: 3 clusters Score -8420853 nChanged 79424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -8468633.000000 Penalty: 2280.280029
	Iteration 1F: 3 clusters Score -8468633 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -8470422.000000 Penalty: 2280.280029
	Iteration 2Q: 3 clusters Score -8470422 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -8473250.000000 Penalty: 2280.280029
	Iteration 3Q: 3 clusters Score -8473250 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -8476836.000000 Penalty: 2280.280029
	Iteration 4Q: 3 clusters Score -8476836 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -8481110.000000 Penalty: 2280.280029
	Iteration 5F: 3 clusters Score -8481110 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -8485484.000000 Penalty: 2280.280029
	Iteration 6F: 3 clusters Score -8485484 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -8490175.000000 Penalty: 2280.280029
	Iteration 7F: 3 clusters Score -8490175 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -8495129.000000 Penalty: 2280.280029
	Iteration 8F: 3 clusters Score -8495129 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -8500369.000000 Penalty: 2280.280029
	Iteration 9Q: 3 clusters Score -8500369 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -8505350.000000 Penalty: 2280.280029
	Iteration 10Q: 3 clusters Score -8505350 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 119899 members 
Entering Unmasked Estep 
Score: -8509542.000000 Penalty: 2280.280029
	Iteration 11Q: 3 clusters Score -8509542 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 124891 members 
Entering Unmasked Estep 
Score: -8512568.000000 Penalty: 2280.280029
	Iteration 12Q: 3 clusters Score -8512568 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 129563 members 
Entering Unmasked Estep 
Score: -8515201.000000 Penalty: 2280.280029
	Iteration 13Q: 3 clusters Score -8515201 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 133845 members 
Entering Unmasked Estep 
Score: -8517566.000000 Penalty: 2280.280029
	Iteration 14Q: 3 clusters Score -8517566 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 137757 members 
Entering Unmasked Estep 
Score: -8519688.000000 Penalty: 2280.280029
	Iteration 15Q: 3 clusters Score -8519688 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 141350 members 
Entering Unmasked Estep 
Score: -8521627.000000 Penalty: 2280.280029
	Iteration 16Q: 3 clusters Score -8521627 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -8523313.000000 Penalty: 2280.280029
	Iteration 17Q: 3 clusters Score -8523313 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 146992 members 
Entering Unmasked Estep 
Score: -8524652.000000 Penalty: 2280.280029
	Iteration 18Q: 3 clusters Score -8524652 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 149323 members 
Entering Unmasked Estep 
Score: -8525918.000000 Penalty: 2280.280029
	Iteration 19Q: 3 clusters Score -8525918 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 151248 members 
Entering Unmasked Estep 
Score: -8526969.000000 Penalty: 2280.280029
	Iteration 20F: 3 clusters Score -8526969 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 152825 members 
Entering Unmasked Estep 
Score: -8527784.000000 Penalty: 2280.280029
	Iteration 21Q: 3 clusters Score -8527784 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 154079 members 
Entering Unmasked Estep 
Score: -8528390.000000 Penalty: 2280.280029
	Iteration 22Q: 3 clusters Score -8528390 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -8528878.000000 Penalty: 2280.280029
	Iteration 23Q: 3 clusters Score -8528878 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -8529223.000000 Penalty: 2280.280029
	Iteration 24Q: 3 clusters Score -8529223 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 156822 members 
Entering Unmasked Estep 
Score: -8529515.000000 Penalty: 2280.280029
	Iteration 25Q: 3 clusters Score -8529515 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -8529787.000000 Penalty: 2280.280029
	Iteration 26Q: 3 clusters Score -8529787 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 158046 members 
Entering Unmasked Estep 
Score: -8530006.000000 Penalty: 2280.280029
	Iteration 27Q: 3 clusters Score -8530006 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 158558 members 
Entering Unmasked Estep 
Score: -8530210.000000 Penalty: 2280.280029
	Iteration 28Q: 3 clusters Score -8530210 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -8530369.000000 Penalty: 2280.280029
	Iteration 29Q: 3 clusters Score -8530369 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 159219 members 
Entering Unmasked Estep 
Score: -8530500.000000 Penalty: 2280.280029
	Iteration 30Q: 3 clusters Score -8530500 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -8530595.000000 Penalty: 2280.280029
	Iteration 31Q: 3 clusters Score -8530595 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 159643 members 
Entering Unmasked Estep 
Score: -8530672.000000 Penalty: 2280.280029
	Iteration 32Q: 3 clusters Score -8530672 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 159809 members 
Entering Unmasked Estep 
Score: -8530733.000000 Penalty: 2280.280029
	Iteration 33Q: 3 clusters Score -8530733 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 159928 members 
Entering Unmasked Estep 
Score: -8530764.000000 Penalty: 2280.280029
	Iteration 34Q: 3 clusters Score -8530764 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 160036 members 
Entering Unmasked Estep 
Score: -8530788.000000 Penalty: 2280.280029
	Iteration 35Q: 3 clusters Score -8530788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 160117 members 
Entering Unmasked Estep 
Score: -8530831.000000 Penalty: 2280.280029
	Iteration 36Q: 3 clusters Score -8530831 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 160182 members 
Entering Unmasked Estep 
Score: -8530822.000000 Penalty: 2280.280029
	Iteration 37Q: 3 clusters Score -8530822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 160232 members 
Entering Unmasked Estep 
Score: -8530836.000000 Penalty: 2280.280029
	Iteration 38Q: 3 clusters Score -8530836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 160268 members 
Entering Unmasked Estep 
Score: -8530864.000000 Penalty: 2280.280029
	Iteration 39Q: 3 clusters Score -8530864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 160304 members 
Entering Unmasked Estep 
Score: -8530869.000000 Penalty: 2280.280029
	Iteration 40F: 3 clusters Score -8530869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -8530880.000000 Penalty: 2280.280029
	Iteration 41Q: 3 clusters Score -8530880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 160358 members 
Entering Unmasked Estep 
Score: -8530880.000000 Penalty: 2280.280029
	Iteration 42Q: 3 clusters Score -8530880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 160387 members 
Entering Unmasked Estep 
Score: -8530898.000000 Penalty: 2280.280029
	Iteration 43Q: 3 clusters Score -8530898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 160405 members 
Entering Unmasked Estep 
Score: -8530892.000000 Penalty: 2280.280029
	Iteration 44Q: 3 clusters Score -8530892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 160419 members 
Entering Unmasked Estep 
Score: -8530905.000000 Penalty: 2280.280029
	Iteration 45Q: 3 clusters Score -8530905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 160427 members 
Entering Unmasked Estep 
Score: -8530914.000000 Penalty: 2280.280029
	Iteration 46Q: 3 clusters Score -8530914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -8530915.000000 Penalty: 2280.280029
	Iteration 47Q: 3 clusters Score -8530915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 160436 members 
Entering Unmasked Estep 
Score: -8530913.000000 Penalty: 2280.280029
	Iteration 48Q: 3 clusters Score -8530913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 160433 members 
Entering Unmasked Estep 
Score: -8530920.000000 Penalty: 2280.280029
	Iteration 49Q: 3 clusters Score -8530920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 160440 members 
Entering Unmasked Estep 
Score: -8530922.000000 Penalty: 2280.280029
	Iteration 50Q: 3 clusters Score -8530922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -8530919.000000 Penalty: 2280.280029
	Iteration 51Q: 3 clusters Score -8530919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 160455 members 
Entering Unmasked Estep 
Score: -8530919.000000 Penalty: 2280.280029
	Iteration 52Q: 3 clusters Score -8530919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -8530915.000000 Penalty: 2280.280029
	Iteration 53Q: 3 clusters Score -8530915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 160469 members 
Entering Unmasked Estep 
Score: -8530911.000000 Penalty: 2280.280029
	Iteration 54Q: 3 clusters Score -8530911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 160475 members 
Entering Unmasked Estep 
Score: -8530911.000000 Penalty: 2280.280029
	Iteration 55Q: 3 clusters Score -8530911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -8530908.000000 Penalty: 2280.280029
	Iteration 56Q: 3 clusters Score -8530908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 160485 members 
Entering Unmasked Estep 
Score: -8530919.000000 Penalty: 2280.280029
	Iteration 57Q: 3 clusters Score -8530919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 160489 members 
Entering Unmasked Estep 
Score: -8530923.000000 Penalty: 2280.280029
	Iteration 58Q: 3 clusters Score -8530923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 160493 members 
Entering Unmasked Estep 
Score: -8530925.000000 Penalty: 2280.280029
	Iteration 59Q: 3 clusters Score -8530925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -8530919.000000 Penalty: 2280.280029
	Iteration 60F: 3 clusters Score -8530919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 160499 members 
Entering Unmasked Estep 
Score: -8530919.000000 Penalty: 2280.280029
	Iteration 61Q: 3 clusters Score -8530919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 160501 members 
Entering Unmasked Estep 
Score: -8530918.000000 Penalty: 2280.280029
	Iteration 62Q: 3 clusters Score -8530918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 160502 members 
Entering Unmasked Estep 
Score: -8530918.000000 Penalty: 2280.280029
	Iteration 63Q: 3 clusters Score -8530918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 160504 members 
Entering Unmasked Estep 
Score: -8530915.000000 Penalty: 2280.280029
	Iteration 64Q: 3 clusters Score -8530915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -8530917.000000 Penalty: 2280.280029
	Iteration 65Q: 3 clusters Score -8530917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -8530919.000000 Penalty: 2280.280029
	Iteration 66Q: 3 clusters Score -8530919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 160502 members 
Entering Unmasked Estep 
Score: -8530921.000000 Penalty: 2280.280029
	Iteration 67Q: 3 clusters Score -8530921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 160502 members 
Entering Unmasked Estep 
Score: -8530925.000000 Penalty: 2280.280029
	Iteration 68Q: 3 clusters Score -8530925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -8530923.000000 Penalty: 2280.280029
	Iteration 69Q: 3 clusters Score -8530923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -8530923.000000 Penalty: 2280.280029
	Iteration 70F: 3 clusters Score -8530923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Entering Unmasked Estep 
Score: -568092.312500 Penalty: 870.508667
	Iteration 0F: 2 clusters Score -568092.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -561541.375000 Penalty: 1741.017334
	Iteration 0F: 3 clusters Score -561541.4 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -563755.625000 Penalty: 1741.017334
	Iteration 1F: 3 clusters Score -563755.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -563861.500000 Penalty: 1741.017334
	Iteration 2Q: 3 clusters Score -563861.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -563954.062500 Penalty: 1741.017334
	Iteration 3Q: 3 clusters Score -563954.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -564027.125000 Penalty: 1741.017334
	Iteration 4Q: 3 clusters Score -564027.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -564095.000000 Penalty: 1741.017334
	Iteration 5Q: 3 clusters Score -564095 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -564169.500000 Penalty: 1741.017334
	Iteration 6Q: 3 clusters Score -564169.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -564249.562500 Penalty: 1741.017334
	Iteration 7Q: 3 clusters Score -564249.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -564350.750000 Penalty: 1741.017334
	Iteration 8Q: 3 clusters Score -564350.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -564483.125000 Penalty: 1741.017334
	Iteration 9Q: 3 clusters Score -564483.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -564678.437500 Penalty: 1741.017334
	Iteration 10Q: 3 clusters Score -564678.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -564951.500000 Penalty: 1741.017334
	Iteration 11Q: 3 clusters Score -564951.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -565293.250000 Penalty: 1741.017334
	Iteration 12F: 3 clusters Score -565293.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -565713.562500 Penalty: 1741.017334
	Iteration 13F: 3 clusters Score -565713.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -566157.937500 Penalty: 1741.017334
	Iteration 14F: 3 clusters Score -566157.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -566503.687500 Penalty: 1741.017334
	Iteration 15Q: 3 clusters Score -566503.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -566785.750000 Penalty: 1741.017334
	Iteration 16Q: 3 clusters Score -566785.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -566984.625000 Penalty: 1741.017334
	Iteration 17Q: 3 clusters Score -566984.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -567112.437500 Penalty: 1741.017334
	Iteration 18Q: 3 clusters Score -567112.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -567177.500000 Penalty: 1741.017334
	Iteration 19Q: 3 clusters Score -567177.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -567214.625000 Penalty: 1741.017334
	Iteration 20F: 3 clusters Score -567214.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -567236.812500 Penalty: 1741.017334
	Iteration 21Q: 3 clusters Score -567236.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -567258.750000 Penalty: 1741.017334
	Iteration 22Q: 3 clusters Score -567258.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -567274.750000 Penalty: 1741.017334
	Iteration 23Q: 3 clusters Score -567274.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -567287.187500 Penalty: 1741.017334
	Iteration 24Q: 3 clusters Score -567287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -567293.937500 Penalty: 1741.017334
	Iteration 25Q: 3 clusters Score -567293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -567297.125000 Penalty: 1741.017334
	Iteration 26Q: 3 clusters Score -567297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -567300.625000 Penalty: 1741.017334
	Iteration 27Q: 3 clusters Score -567300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -567302.062500 Penalty: 1741.017334
	Iteration 28Q: 3 clusters Score -567302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -567303.250000 Penalty: 1741.017334
	Iteration 29Q: 3 clusters Score -567303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -567306.250000 Penalty: 1741.017334
	Iteration 30Q: 3 clusters Score -567306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -567310.562500 Penalty: 1741.017334
	Iteration 31Q: 3 clusters Score -567310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -567317.375000 Penalty: 1741.017334
	Iteration 32Q: 3 clusters Score -567317.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -567328.625000 Penalty: 1741.017334
	Iteration 33Q: 3 clusters Score -567328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -567340.000000 Penalty: 1741.017334
	Iteration 34Q: 3 clusters Score -567340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -567348.312500 Penalty: 1741.017334
	Iteration 35Q: 3 clusters Score -567348.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -567352.000000 Penalty: 1741.017334
	Iteration 36Q: 3 clusters Score -567352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -567352.000000 Penalty: 1741.017334
	Iteration 37F: 3 clusters Score -567352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (160247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160247 members 
Entering Unmasked Estep 
Score: -8675177.000000 Penalty: 1138.524780
	Iteration 0F: 2 clusters Score -8675177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -8567005.000000 Penalty: 2277.049561
	Iteration 0F: 3 clusters Score -8567005 nChanged 78001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -8613742.000000 Penalty: 2277.049561
	Iteration 1F: 3 clusters Score -8613742 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -8615424.000000 Penalty: 2277.049561
	Iteration 2Q: 3 clusters Score -8615424 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -8618166.000000 Penalty: 2277.049561
	Iteration 3Q: 3 clusters Score -8618166 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -8622662.000000 Penalty: 2277.049561
	Iteration 4F: 3 clusters Score -8622662 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -8629128.000000 Penalty: 2277.049561
	Iteration 5F: 3 clusters Score -8629128 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -8637138.000000 Penalty: 2277.049561
	Iteration 6F: 3 clusters Score -8637138 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129859 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -8646335.000000 Penalty: 2277.049561
	Iteration 7F: 3 clusters Score -8646335 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140572 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -8656124.000000 Penalty: 2277.049561
	Iteration 8F: 3 clusters Score -8656124 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149286 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -8664386.000000 Penalty: 2277.049561
	Iteration 9F: 3 clusters Score -8664386 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154972 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -8669767.000000 Penalty: 2277.049561
	Iteration 10Q: 3 clusters Score -8669767 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8672429.000000 Penalty: 2277.049561
	Iteration 11Q: 3 clusters Score -8672429 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159199 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8673464.000000 Penalty: 2277.049561
	Iteration 12Q: 3 clusters Score -8673464 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159646 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8673775.000000 Penalty: 2277.049561
	Iteration 13Q: 3 clusters Score -8673775 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159840 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8673952.000000 Penalty: 2277.049561
	Iteration 14Q: 3 clusters Score -8673952 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8674075.000000 Penalty: 2277.049561
	Iteration 15Q: 3 clusters Score -8674075 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159949 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8674133.000000 Penalty: 2277.049561
	Iteration 16Q: 3 clusters Score -8674133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8674175.000000 Penalty: 2277.049561
	Iteration 17Q: 3 clusters Score -8674175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159966 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8674233.000000 Penalty: 2277.049561
	Iteration 18Q: 3 clusters Score -8674233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159970 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8674301.000000 Penalty: 2277.049561
	Iteration 19Q: 3 clusters Score -8674301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8674344.000000 Penalty: 2277.049561
	Iteration 20F: 3 clusters Score -8674344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159926 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8674407.000000 Penalty: 2277.049561
	Iteration 21Q: 3 clusters Score -8674407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159896 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8674475.000000 Penalty: 2277.049561
	Iteration 22Q: 3 clusters Score -8674475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159872 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8674531.000000 Penalty: 2277.049561
	Iteration 23Q: 3 clusters Score -8674531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159837 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8674581.000000 Penalty: 2277.049561
	Iteration 24Q: 3 clusters Score -8674581 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8674615.000000 Penalty: 2277.049561
	Iteration 25Q: 3 clusters Score -8674615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159784 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8674651.000000 Penalty: 2277.049561
	Iteration 26Q: 3 clusters Score -8674651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8674681.000000 Penalty: 2277.049561
	Iteration 27Q: 3 clusters Score -8674681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159719 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8674714.000000 Penalty: 2277.049561
	Iteration 28Q: 3 clusters Score -8674714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8674727.000000 Penalty: 2277.049561
	Iteration 29Q: 3 clusters Score -8674727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159699 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8674734.000000 Penalty: 2277.049561
	Iteration 30Q: 3 clusters Score -8674734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8674746.000000 Penalty: 2277.049561
	Iteration 31Q: 3 clusters Score -8674746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8674740.000000 Penalty: 2277.049561
	Iteration 32Q: 3 clusters Score -8674740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159674 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8674746.000000 Penalty: 2277.049561
	Iteration 33Q: 3 clusters Score -8674746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159668 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8674758.000000 Penalty: 2277.049561
	Iteration 34Q: 3 clusters Score -8674758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159665 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8674764.000000 Penalty: 2277.049561
	Iteration 35Q: 3 clusters Score -8674764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8674769.000000 Penalty: 2277.049561
	Iteration 36Q: 3 clusters Score -8674769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159661 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8674758.000000 Penalty: 2277.049561
	Iteration 37Q: 3 clusters Score -8674758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159661 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8674770.000000 Penalty: 2277.049561
	Iteration 38F: 3 clusters Score -8674770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8674809.000000 Penalty: 2277.049561
	Iteration 39Q: 3 clusters Score -8674809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159623 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8674805.000000 Penalty: 2277.049561
	Iteration 40F: 3 clusters Score -8674805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8674804.000000 Penalty: 2277.049561
	Iteration 41Q: 3 clusters Score -8674804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159603 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8674806.000000 Penalty: 2277.049561
	Iteration 42Q: 3 clusters Score -8674806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8674808.000000 Penalty: 2277.049561
	Iteration 43Q: 3 clusters Score -8674808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159582 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8674822.000000 Penalty: 2277.049561
	Iteration 44Q: 3 clusters Score -8674822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159569 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8674810.000000 Penalty: 2277.049561
	Iteration 45Q: 3 clusters Score -8674810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8674803.000000 Penalty: 2277.049561
	Iteration 46Q: 3 clusters Score -8674803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8674813.000000 Penalty: 2277.049561
	Iteration 47Q: 3 clusters Score -8674813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159538 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8674808.000000 Penalty: 2277.049561
	Iteration 48Q: 3 clusters Score -8674808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159529 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8674817.000000 Penalty: 2277.049561
	Iteration 49Q: 3 clusters Score -8674817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159524 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8674813.000000 Penalty: 2277.049561
	Iteration 50Q: 3 clusters Score -8674813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159519 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8674808.000000 Penalty: 2277.049561
	Iteration 51Q: 3 clusters Score -8674808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8674804.000000 Penalty: 2277.049561
	Iteration 52Q: 3 clusters Score -8674804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8674806.000000 Penalty: 2277.049561
	Iteration 53Q: 3 clusters Score -8674806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8674806.000000 Penalty: 2277.049561
	Iteration 54Q: 3 clusters Score -8674806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8674814.000000 Penalty: 2277.049561
	Iteration 55Q: 3 clusters Score -8674814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8674818.000000 Penalty: 2277.049561
	Iteration 56Q: 3 clusters Score -8674818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8674815.000000 Penalty: 2277.049561
	Iteration 57Q: 3 clusters Score -8674815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159488 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8674815.000000 Penalty: 2277.049561
	Iteration 58Q: 3 clusters Score -8674815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8674822.000000 Penalty: 2277.049561
	Iteration 59Q: 3 clusters Score -8674822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8674825.000000 Penalty: 2277.049561
	Iteration 60F: 3 clusters Score -8674825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159463 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8674825.000000 Penalty: 2277.049561
	Iteration 61Q: 3 clusters Score -8674825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8674827.000000 Penalty: 2277.049561
	Iteration 62Q: 3 clusters Score -8674827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159449 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8674828.000000 Penalty: 2277.049561
	Iteration 63Q: 3 clusters Score -8674828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159443 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8674832.000000 Penalty: 2277.049561
	Iteration 64Q: 3 clusters Score -8674832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159439 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8674831.000000 Penalty: 2277.049561
	Iteration 65Q: 3 clusters Score -8674831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159435 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8674829.000000 Penalty: 2277.049561
	Iteration 66Q: 3 clusters Score -8674829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8674828.000000 Penalty: 2277.049561
	Iteration 67Q: 3 clusters Score -8674828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159430 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8674832.000000 Penalty: 2277.049561
	Iteration 68Q: 3 clusters Score -8674832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159430 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8674834.000000 Penalty: 2277.049561
	Iteration 69Q: 3 clusters Score -8674834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159430 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8674828.000000 Penalty: 2277.049561
	Iteration 70Q: 3 clusters Score -8674828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8674838.000000 Penalty: 2277.049561
	Iteration 71Q: 3 clusters Score -8674838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159428 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8674832.000000 Penalty: 2277.049561
	Iteration 72Q: 3 clusters Score -8674832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159426 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8674841.000000 Penalty: 2277.049561
	Iteration 73Q: 3 clusters Score -8674841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8674834.000000 Penalty: 2277.049561
	Iteration 74Q: 3 clusters Score -8674834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8674835.000000 Penalty: 2277.049561
	Iteration 75Q: 3 clusters Score -8674835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8674835.000000 Penalty: 2277.049561
	Iteration 76F: 3 clusters Score -8674835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Entering Unmasked Estep 
Score: -704688.500000 Penalty: 903.175049
	Iteration 0F: 2 clusters Score -704688.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -695620.937500 Penalty: 1806.350098
	Iteration 0F: 3 clusters Score -695620.9 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -699198.250000 Penalty: 1806.350098
	Iteration 1F: 3 clusters Score -699198.2 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -699667.812500 Penalty: 1806.350098
	Iteration 2F: 3 clusters Score -699667.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -700211.875000 Penalty: 1806.350098
	Iteration 3F: 3 clusters Score -700211.9 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -700862.375000 Penalty: 1806.350098
	Iteration 4F: 3 clusters Score -700862.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -701608.375000 Penalty: 1806.350098
	Iteration 5F: 3 clusters Score -701608.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -702517.625000 Penalty: 1806.350098
	Iteration 6F: 3 clusters Score -702517.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -703472.437500 Penalty: 1806.350098
	Iteration 7F: 3 clusters Score -703472.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -704187.312500 Penalty: 1806.350098
	Iteration 8F: 3 clusters Score -704187.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -704552.625000 Penalty: 1806.350098
	Iteration 9Q: 3 clusters Score -704552.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -704737.375000 Penalty: 1806.350098
	Iteration 10Q: 3 clusters Score -704737.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -704867.937500 Penalty: 1806.350098
	Iteration 11Q: 3 clusters Score -704867.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -704962.812500 Penalty: 1806.350098
	Iteration 12Q: 3 clusters Score -704962.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -705019.062500 Penalty: 1806.350098
	Iteration 13Q: 3 clusters Score -705019.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -705079.875000 Penalty: 1806.350098
	Iteration 14Q: 3 clusters Score -705079.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -705127.312500 Penalty: 1806.350098
	Iteration 15Q: 3 clusters Score -705127.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -705165.500000 Penalty: 1806.350098
	Iteration 16Q: 3 clusters Score -705165.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -705193.687500 Penalty: 1806.350098
	Iteration 17Q: 3 clusters Score -705193.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -705228.562500 Penalty: 1806.350098
	Iteration 18Q: 3 clusters Score -705228.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -705267.625000 Penalty: 1806.350098
	Iteration 19Q: 3 clusters Score -705267.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -705308.000000 Penalty: 1806.350098
	Iteration 20F: 3 clusters Score -705308 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -705344.187500 Penalty: 1806.350098
	Iteration 21Q: 3 clusters Score -705344.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -705386.437500 Penalty: 1806.350098
	Iteration 22Q: 3 clusters Score -705386.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -705418.875000 Penalty: 1806.350098
	Iteration 23Q: 3 clusters Score -705418.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -705449.000000 Penalty: 1806.350098
	Iteration 24Q: 3 clusters Score -705449 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -705468.187500 Penalty: 1806.350098
	Iteration 25Q: 3 clusters Score -705468.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -705485.125000 Penalty: 1806.350098
	Iteration 26Q: 3 clusters Score -705485.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -705504.687500 Penalty: 1806.350098
	Iteration 27Q: 3 clusters Score -705504.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -705517.187500 Penalty: 1806.350098
	Iteration 28Q: 3 clusters Score -705517.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -705527.875000 Penalty: 1806.350098
	Iteration 29Q: 3 clusters Score -705527.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -705532.812500 Penalty: 1806.350098
	Iteration 30Q: 3 clusters Score -705532.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -705547.875000 Penalty: 1806.350098
	Iteration 31Q: 3 clusters Score -705547.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -705558.812500 Penalty: 1806.350098
	Iteration 32Q: 3 clusters Score -705558.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -705576.125000 Penalty: 1806.350098
	Iteration 33Q: 3 clusters Score -705576.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -705593.750000 Penalty: 1806.350098
	Iteration 34Q: 3 clusters Score -705593.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -705608.562500 Penalty: 1806.350098
	Iteration 35Q: 3 clusters Score -705608.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -705627.562500 Penalty: 1806.350098
	Iteration 36Q: 3 clusters Score -705627.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -705644.625000 Penalty: 1806.350098
	Iteration 37Q: 3 clusters Score -705644.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -705652.187500 Penalty: 1806.350098
	Iteration 38Q: 3 clusters Score -705652.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -705664.875000 Penalty: 1806.350098
	Iteration 39Q: 3 clusters Score -705664.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -705681.187500 Penalty: 1806.350098
	Iteration 40F: 3 clusters Score -705681.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -705697.062500 Penalty: 1806.350098
	Iteration 41Q: 3 clusters Score -705697.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -705712.937500 Penalty: 1806.350098
	Iteration 42Q: 3 clusters Score -705712.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -705723.062500 Penalty: 1806.350098
	Iteration 43Q: 3 clusters Score -705723.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -705733.375000 Penalty: 1806.350098
	Iteration 44Q: 3 clusters Score -705733.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -705746.562500 Penalty: 1806.350098
	Iteration 45Q: 3 clusters Score -705746.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -705759.750000 Penalty: 1806.350098
	Iteration 46Q: 3 clusters Score -705759.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -705776.500000 Penalty: 1806.350098
	Iteration 47Q: 3 clusters Score -705776.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -705806.437500 Penalty: 1806.350098
	Iteration 48Q: 3 clusters Score -705806.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -705844.375000 Penalty: 1806.350098
	Iteration 49Q: 3 clusters Score -705844.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -705901.000000 Penalty: 1806.350098
	Iteration 50Q: 3 clusters Score -705901 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -705972.000000 Penalty: 1806.350098
	Iteration 51Q: 3 clusters Score -705972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -706057.125000 Penalty: 1806.350098
	Iteration 52Q: 3 clusters Score -706057.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -706167.437500 Penalty: 1806.350098
	Iteration 53Q: 3 clusters Score -706167.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -706272.687500 Penalty: 1806.350098
	Iteration 54Q: 3 clusters Score -706272.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -706336.750000 Penalty: 1806.350098
	Iteration 55Q: 3 clusters Score -706336.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -706386.312500 Penalty: 1806.350098
	Iteration 56Q: 3 clusters Score -706386.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -706428.312500 Penalty: 1806.350098
	Iteration 57Q: 3 clusters Score -706428.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -706447.187500 Penalty: 1806.350098
	Iteration 58Q: 3 clusters Score -706447.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -706461.500000 Penalty: 1806.350098
	Iteration 59Q: 3 clusters Score -706461.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -706476.187500 Penalty: 1806.350098
	Iteration 60F: 3 clusters Score -706476.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -706486.812500 Penalty: 1806.350098
	Iteration 61Q: 3 clusters Score -706486.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -706493.437500 Penalty: 1806.350098
	Iteration 62Q: 3 clusters Score -706493.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -706497.062500 Penalty: 1806.350098
	Iteration 63Q: 3 clusters Score -706497.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -706502.062500 Penalty: 1806.350098
	Iteration 64Q: 3 clusters Score -706502.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -706506.375000 Penalty: 1806.350098
	Iteration 65Q: 3 clusters Score -706506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -706510.812500 Penalty: 1806.350098
	Iteration 66Q: 3 clusters Score -706510.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -706510.375000 Penalty: 1806.350098
	Iteration 67Q: 3 clusters Score -706510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -706513.875000 Penalty: 1806.350098
	Iteration 68Q: 3 clusters Score -706513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -706515.687500 Penalty: 1806.350098
	Iteration 69Q: 3 clusters Score -706515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -706515.625000 Penalty: 1806.350098
	Iteration 70Q: 3 clusters Score -706515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -706517.062500 Penalty: 1806.350098
	Iteration 71Q: 3 clusters Score -706517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -706517.500000 Penalty: 1806.350098
	Iteration 72Q: 3 clusters Score -706517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -706517.500000 Penalty: 1806.350098
	Iteration 73Q: 3 clusters Score -706517.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -706517.500000 Penalty: 1806.350098
	Iteration 74F: 3 clusters Score -706517.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 141401 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 18946 members 
Mstep: Class 5 contains 71138 members 
Mstep: Class 6 contains 162995 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 160247 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 17342 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 36115 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 6615 members 
Entering Unmasked Estep 
Score: -38593316.000000 Penalty: 26954.060547
Splitting cluster 9 changes total score from -38589584.000000 to -38593316.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -241994.046875 Penalty: 802.034607
	Iteration 0F: 2 clusters Score -241994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -238644.843750 Penalty: 1604.069214
	Iteration 0F: 3 clusters Score -238644.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -239809.437500 Penalty: 1604.069214
	Iteration 1F: 3 clusters Score -239809.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -240059.234375 Penalty: 1604.069214
	Iteration 2F: 3 clusters Score -240059.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -240313.968750 Penalty: 1604.069214
	Iteration 3F: 3 clusters Score -240314 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -240570.843750 Penalty: 1604.069214
	Iteration 4F: 3 clusters Score -240570.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -240802.953125 Penalty: 1604.069214
	Iteration 5F: 3 clusters Score -240803 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -241029.718750 Penalty: 1604.069214
	Iteration 6F: 3 clusters Score -241029.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -241227.218750 Penalty: 1604.069214
	Iteration 7Q: 3 clusters Score -241227.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -241397.921875 Penalty: 1604.069214
	Iteration 8Q: 3 clusters Score -241397.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -241506.203125 Penalty: 1604.069214
	Iteration 9Q: 3 clusters Score -241506.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -241568.437500 Penalty: 1604.069214
	Iteration 10Q: 3 clusters Score -241568.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -241616.250000 Penalty: 1604.069214
	Iteration 11Q: 3 clusters Score -241616.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -241663.562500 Penalty: 1604.069214
	Iteration 12Q: 3 clusters Score -241663.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -241696.125000 Penalty: 1604.069214
	Iteration 13Q: 3 clusters Score -241696.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -241719.593750 Penalty: 1604.069214
	Iteration 14Q: 3 clusters Score -241719.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -241735.875000 Penalty: 1604.069214
	Iteration 15Q: 3 clusters Score -241735.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -241747.453125 Penalty: 1604.069214
	Iteration 16Q: 3 clusters Score -241747.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -241754.187500 Penalty: 1604.069214
	Iteration 17Q: 3 clusters Score -241754.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -241762.640625 Penalty: 1604.069214
	Iteration 18Q: 3 clusters Score -241762.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -241771.437500 Penalty: 1604.069214
	Iteration 19Q: 3 clusters Score -241771.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -241779.562500 Penalty: 1604.069214
	Iteration 20F: 3 clusters Score -241779.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -241787.328125 Penalty: 1604.069214
	Iteration 21Q: 3 clusters Score -241787.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -241795.484375 Penalty: 1604.069214
	Iteration 22Q: 3 clusters Score -241795.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -241800.187500 Penalty: 1604.069214
	Iteration 23Q: 3 clusters Score -241800.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -241806.468750 Penalty: 1604.069214
	Iteration 24Q: 3 clusters Score -241806.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -241814.531250 Penalty: 1604.069214
	Iteration 25Q: 3 clusters Score -241814.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -241819.375000 Penalty: 1604.069214
	Iteration 26Q: 3 clusters Score -241819.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -241822.562500 Penalty: 1604.069214
	Iteration 27Q: 3 clusters Score -241822.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -241826.140625 Penalty: 1604.069214
	Iteration 28Q: 3 clusters Score -241826.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -241830.343750 Penalty: 1604.069214
	Iteration 29Q: 3 clusters Score -241830.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -241833.765625 Penalty: 1604.069214
	Iteration 30Q: 3 clusters Score -241833.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -241835.468750 Penalty: 1604.069214
	Iteration 31Q: 3 clusters Score -241835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -241837.156250 Penalty: 1604.069214
	Iteration 32Q: 3 clusters Score -241837.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -241839.921875 Penalty: 1604.069214
	Iteration 33Q: 3 clusters Score -241839.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -241841.750000 Penalty: 1604.069214
	Iteration 34Q: 3 clusters Score -241841.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -241843.781250 Penalty: 1604.069214
	Iteration 35Q: 3 clusters Score -241843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -241845.156250 Penalty: 1604.069214
	Iteration 36Q: 3 clusters Score -241845.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -241846.859375 Penalty: 1604.069214
	Iteration 37Q: 3 clusters Score -241846.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -241847.593750 Penalty: 1604.069214
	Iteration 38Q: 3 clusters Score -241847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -241850.203125 Penalty: 1604.069214
	Iteration 39Q: 3 clusters Score -241850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -241852.000000 Penalty: 1604.069214
	Iteration 40F: 3 clusters Score -241852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -241853.281250 Penalty: 1604.069214
	Iteration 41Q: 3 clusters Score -241853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -241854.734375 Penalty: 1604.069214
	Iteration 42Q: 3 clusters Score -241854.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -241857.531250 Penalty: 1604.069214
	Iteration 43Q: 3 clusters Score -241857.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -241860.484375 Penalty: 1604.069214
	Iteration 44Q: 3 clusters Score -241860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -241861.921875 Penalty: 1604.069214
	Iteration 45Q: 3 clusters Score -241861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -241862.781250 Penalty: 1604.069214
	Iteration 46Q: 3 clusters Score -241862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -241864.109375 Penalty: 1604.069214
	Iteration 47Q: 3 clusters Score -241864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -241865.953125 Penalty: 1604.069214
	Iteration 48Q: 3 clusters Score -241866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -241866.390625 Penalty: 1604.069214
	Iteration 49Q: 3 clusters Score -241866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -241866.562500 Penalty: 1604.069214
	Iteration 50Q: 3 clusters Score -241866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -241868.234375 Penalty: 1604.069214
	Iteration 51Q: 3 clusters Score -241868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -241869.281250 Penalty: 1604.069214
	Iteration 52Q: 3 clusters Score -241869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -241870.000000 Penalty: 1604.069214
	Iteration 53Q: 3 clusters Score -241870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -241870.593750 Penalty: 1604.069214
	Iteration 54Q: 3 clusters Score -241870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -241871.281250 Penalty: 1604.069214
	Iteration 55Q: 3 clusters Score -241871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -241871.375000 Penalty: 1604.069214
	Iteration 56Q: 3 clusters Score -241871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -241871.578125 Penalty: 1604.069214
	Iteration 57Q: 3 clusters Score -241871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -241872.906250 Penalty: 1604.069214
	Iteration 58Q: 3 clusters Score -241872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -241874.484375 Penalty: 1604.069214
	Iteration 59Q: 3 clusters Score -241874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -241874.765625 Penalty: 1604.069214
	Iteration 60F: 3 clusters Score -241874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -241875.109375 Penalty: 1604.069214
	Iteration 61Q: 3 clusters Score -241875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -241875.109375 Penalty: 1604.069214
	Iteration 62F: 3 clusters Score -241875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Entering Unmasked Estep 
Score: -1002906.062500 Penalty: 927.284180
	Iteration 0F: 2 clusters Score -1002906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -991303.187500 Penalty: 1854.568359
	Iteration 0F: 3 clusters Score -991303.2 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -996225.687500 Penalty: 1854.568359
	Iteration 1F: 3 clusters Score -996225.7 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -997078.625000 Penalty: 1854.568359
	Iteration 2F: 3 clusters Score -997078.6 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -998273.250000 Penalty: 1854.568359
	Iteration 3F: 3 clusters Score -998273.2 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -999676.000000 Penalty: 1854.568359
	Iteration 4F: 3 clusters Score -999676 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1001082.312500 Penalty: 1854.568359
	Iteration 5F: 3 clusters Score -1001082 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1002067.562500 Penalty: 1854.568359
	Iteration 6Q: 3 clusters Score -1002068 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1002483.625000 Penalty: 1854.568359
	Iteration 7Q: 3 clusters Score -1002484 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1002650.312500 Penalty: 1854.568359
	Iteration 8Q: 3 clusters Score -1002650 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1002736.500000 Penalty: 1854.568359
	Iteration 9Q: 3 clusters Score -1002736 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1002793.750000 Penalty: 1854.568359
	Iteration 10Q: 3 clusters Score -1002794 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1002834.000000 Penalty: 1854.568359
	Iteration 11Q: 3 clusters Score -1002834 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1002874.125000 Penalty: 1854.568359
	Iteration 12Q: 3 clusters Score -1002874 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1002917.312500 Penalty: 1854.568359
	Iteration 13Q: 3 clusters Score -1002917 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1002952.937500 Penalty: 1854.568359
	Iteration 14Q: 3 clusters Score -1002953 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1002981.250000 Penalty: 1854.568359
	Iteration 15Q: 3 clusters Score -1002981 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1003008.312500 Penalty: 1854.568359
	Iteration 16Q: 3 clusters Score -1003008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1003023.000000 Penalty: 1854.568359
	Iteration 17Q: 3 clusters Score -1003023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1003030.312500 Penalty: 1854.568359
	Iteration 18Q: 3 clusters Score -1003030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1003033.750000 Penalty: 1854.568359
	Iteration 19Q: 3 clusters Score -1003034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1003041.750000 Penalty: 1854.568359
	Iteration 20F: 3 clusters Score -1003042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1003051.625000 Penalty: 1854.568359
	Iteration 21Q: 3 clusters Score -1003052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1003065.500000 Penalty: 1854.568359
	Iteration 22Q: 3 clusters Score -1003066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1003080.062500 Penalty: 1854.568359
	Iteration 23Q: 3 clusters Score -1003080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1003095.500000 Penalty: 1854.568359
	Iteration 24Q: 3 clusters Score -1003096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1003111.375000 Penalty: 1854.568359
	Iteration 25Q: 3 clusters Score -1003111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1003129.687500 Penalty: 1854.568359
	Iteration 26Q: 3 clusters Score -1003130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1003145.312500 Penalty: 1854.568359
	Iteration 27Q: 3 clusters Score -1003145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1003162.687500 Penalty: 1854.568359
	Iteration 28Q: 3 clusters Score -1003163 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1003176.312500 Penalty: 1854.568359
	Iteration 29Q: 3 clusters Score -1003176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1003189.312500 Penalty: 1854.568359
	Iteration 30Q: 3 clusters Score -1003189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1003201.000000 Penalty: 1854.568359
	Iteration 31Q: 3 clusters Score -1003201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1003204.625000 Penalty: 1854.568359
	Iteration 32Q: 3 clusters Score -1003205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1003205.937500 Penalty: 1854.568359
	Iteration 33Q: 3 clusters Score -1003206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1003207.437500 Penalty: 1854.568359
	Iteration 34Q: 3 clusters Score -1003207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1003209.125000 Penalty: 1854.568359
	Iteration 35Q: 3 clusters Score -1003209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1003212.125000 Penalty: 1854.568359
	Iteration 36Q: 3 clusters Score -1003212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1003217.312500 Penalty: 1854.568359
	Iteration 37Q: 3 clusters Score -1003217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1003219.812500 Penalty: 1854.568359
	Iteration 38Q: 3 clusters Score -1003220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1003218.875000 Penalty: 1854.568359
	Iteration 39Q: 3 clusters Score -1003219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1003219.000000 Penalty: 1854.568359
	Iteration 40F: 3 clusters Score -1003219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1003220.750000 Penalty: 1854.568359
	Iteration 41Q: 3 clusters Score -1003221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1003222.500000 Penalty: 1854.568359
	Iteration 42Q: 3 clusters Score -1003222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1003221.375000 Penalty: 1854.568359
	Iteration 43Q: 3 clusters Score -1003221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1003223.250000 Penalty: 1854.568359
	Iteration 44Q: 3 clusters Score -1003223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1003224.062500 Penalty: 1854.568359
	Iteration 45Q: 3 clusters Score -1003224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1003223.500000 Penalty: 1854.568359
	Iteration 46Q: 3 clusters Score -1003224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1003224.312500 Penalty: 1854.568359
	Iteration 47Q: 3 clusters Score -1003224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1003225.625000 Penalty: 1854.568359
	Iteration 48Q: 3 clusters Score -1003226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1003225.000000 Penalty: 1854.568359
	Iteration 49Q: 3 clusters Score -1003225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1003224.750000 Penalty: 1854.568359
	Iteration 50Q: 3 clusters Score -1003225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1003224.750000 Penalty: 1854.568359
	Iteration 51Q: 3 clusters Score -1003225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1003226.437500 Penalty: 1854.568359
	Iteration 52Q: 3 clusters Score -1003226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1003226.437500 Penalty: 1854.568359
	Iteration 53F: 3 clusters Score -1003226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 141401 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 18946 members 
Mstep: Class 5 contains 71138 members 
Mstep: Class 6 contains 162995 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 160247 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 36115 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 6615 members 
Mstep: Class 22 contains 12689 members 
Entering Unmasked Estep 
Score: -38593324.000000 Penalty: 28237.585938
Splitting cluster 11 changes total score from -38589584.000000 to -38593324.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (13224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Entering Unmasked Estep 
Score: -715834.187500 Penalty: 901.529968
	Iteration 0F: 2 clusters Score -715834.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -706878.437500 Penalty: 1803.059937
	Iteration 0F: 3 clusters Score -706878.4 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -710178.812500 Penalty: 1803.059937
	Iteration 1F: 3 clusters Score -710178.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -710346.375000 Penalty: 1803.059937
	Iteration 2Q: 3 clusters Score -710346.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -710538.562500 Penalty: 1803.059937
	Iteration 3Q: 3 clusters Score -710538.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -710766.625000 Penalty: 1803.059937
	Iteration 4Q: 3 clusters Score -710766.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -711066.750000 Penalty: 1803.059937
	Iteration 5Q: 3 clusters Score -711066.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -711486.437500 Penalty: 1803.059937
	Iteration 6F: 3 clusters Score -711486.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -711995.312500 Penalty: 1803.059937
	Iteration 7F: 3 clusters Score -711995.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -712516.812500 Penalty: 1803.059937
	Iteration 8F: 3 clusters Score -712516.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -712953.875000 Penalty: 1803.059937
	Iteration 9F: 3 clusters Score -712953.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -713241.437500 Penalty: 1803.059937
	Iteration 10Q: 3 clusters Score -713241.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -713407.750000 Penalty: 1803.059937
	Iteration 11Q: 3 clusters Score -713407.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -713495.500000 Penalty: 1803.059937
	Iteration 12Q: 3 clusters Score -713495.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -713544.875000 Penalty: 1803.059937
	Iteration 13Q: 3 clusters Score -713544.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -713587.937500 Penalty: 1803.059937
	Iteration 14Q: 3 clusters Score -713587.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -713634.937500 Penalty: 1803.059937
	Iteration 15Q: 3 clusters Score -713634.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -713677.625000 Penalty: 1803.059937
	Iteration 16Q: 3 clusters Score -713677.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -713728.875000 Penalty: 1803.059937
	Iteration 17Q: 3 clusters Score -713728.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -713773.687500 Penalty: 1803.059937
	Iteration 18Q: 3 clusters Score -713773.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -713820.562500 Penalty: 1803.059937
	Iteration 19Q: 3 clusters Score -713820.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -713877.437500 Penalty: 1803.059937
	Iteration 20F: 3 clusters Score -713877.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -713944.625000 Penalty: 1803.059937
	Iteration 21Q: 3 clusters Score -713944.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -714037.062500 Penalty: 1803.059937
	Iteration 22Q: 3 clusters Score -714037.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -714137.250000 Penalty: 1803.059937
	Iteration 23Q: 3 clusters Score -714137.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -714231.937500 Penalty: 1803.059937
	Iteration 24Q: 3 clusters Score -714231.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -714319.000000 Penalty: 1803.059937
	Iteration 25Q: 3 clusters Score -714319 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -714394.812500 Penalty: 1803.059937
	Iteration 26Q: 3 clusters Score -714394.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -714475.062500 Penalty: 1803.059937
	Iteration 27Q: 3 clusters Score -714475.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -714552.625000 Penalty: 1803.059937
	Iteration 28Q: 3 clusters Score -714552.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -714619.125000 Penalty: 1803.059937
	Iteration 29Q: 3 clusters Score -714619.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -714671.625000 Penalty: 1803.059937
	Iteration 30Q: 3 clusters Score -714671.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -714716.937500 Penalty: 1803.059937
	Iteration 31Q: 3 clusters Score -714716.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -714758.687500 Penalty: 1803.059937
	Iteration 32Q: 3 clusters Score -714758.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -714792.000000 Penalty: 1803.059937
	Iteration 33Q: 3 clusters Score -714792 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -714824.500000 Penalty: 1803.059937
	Iteration 34Q: 3 clusters Score -714824.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -714854.312500 Penalty: 1803.059937
	Iteration 35Q: 3 clusters Score -714854.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -714876.375000 Penalty: 1803.059937
	Iteration 36Q: 3 clusters Score -714876.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -714898.625000 Penalty: 1803.059937
	Iteration 37Q: 3 clusters Score -714898.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -714919.750000 Penalty: 1803.059937
	Iteration 38Q: 3 clusters Score -714919.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -714938.187500 Penalty: 1803.059937
	Iteration 39Q: 3 clusters Score -714938.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -714959.062500 Penalty: 1803.059937
	Iteration 40F: 3 clusters Score -714959.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -714981.375000 Penalty: 1803.059937
	Iteration 41Q: 3 clusters Score -714981.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -714991.312500 Penalty: 1803.059937
	Iteration 42Q: 3 clusters Score -714991.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -714995.875000 Penalty: 1803.059937
	Iteration 43Q: 3 clusters Score -714995.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -715000.125000 Penalty: 1803.059937
	Iteration 44Q: 3 clusters Score -715000.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -715005.437500 Penalty: 1803.059937
	Iteration 45Q: 3 clusters Score -715005.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -715011.437500 Penalty: 1803.059937
	Iteration 46Q: 3 clusters Score -715011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -715014.000000 Penalty: 1803.059937
	Iteration 47Q: 3 clusters Score -715014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -715016.062500 Penalty: 1803.059937
	Iteration 48Q: 3 clusters Score -715016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -715018.375000 Penalty: 1803.059937
	Iteration 49Q: 3 clusters Score -715018.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -715021.187500 Penalty: 1803.059937
	Iteration 50Q: 3 clusters Score -715021.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -715024.750000 Penalty: 1803.059937
	Iteration 51Q: 3 clusters Score -715024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -715027.250000 Penalty: 1803.059937
	Iteration 52Q: 3 clusters Score -715027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -715027.812500 Penalty: 1803.059937
	Iteration 53Q: 3 clusters Score -715027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -715028.250000 Penalty: 1803.059937
	Iteration 54Q: 3 clusters Score -715028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -715028.937500 Penalty: 1803.059937
	Iteration 55Q: 3 clusters Score -715028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -715029.500000 Penalty: 1803.059937
	Iteration 56Q: 3 clusters Score -715029.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -715033.250000 Penalty: 1803.059937
	Iteration 57Q: 3 clusters Score -715033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -715036.562500 Penalty: 1803.059937
	Iteration 58Q: 3 clusters Score -715036.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -715042.437500 Penalty: 1803.059937
	Iteration 59Q: 3 clusters Score -715042.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -715044.625000 Penalty: 1803.059937
	Iteration 60F: 3 clusters Score -715044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -715045.500000 Penalty: 1803.059937
	Iteration 61Q: 3 clusters Score -715045.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -715046.937500 Penalty: 1803.059937
	Iteration 62Q: 3 clusters Score -715046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -715048.500000 Penalty: 1803.059937
	Iteration 63Q: 3 clusters Score -715048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -715049.937500 Penalty: 1803.059937
	Iteration 64Q: 3 clusters Score -715049.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -715048.687500 Penalty: 1803.059937
	Iteration 65Q: 3 clusters Score -715048.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -715051.187500 Penalty: 1803.059937
	Iteration 66Q: 3 clusters Score -715051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -715050.750000 Penalty: 1803.059937
	Iteration 67Q: 3 clusters Score -715050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -715051.625000 Penalty: 1803.059937
	Iteration 68Q: 3 clusters Score -715051.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -715053.312500 Penalty: 1803.059937
	Iteration 69Q: 3 clusters Score -715053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -715054.375000 Penalty: 1803.059937
	Iteration 70Q: 3 clusters Score -715054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -715054.062500 Penalty: 1803.059937
	Iteration 71Q: 3 clusters Score -715054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -715055.000000 Penalty: 1803.059937
	Iteration 72Q: 3 clusters Score -715055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -715054.812500 Penalty: 1803.059937
	Iteration 73Q: 3 clusters Score -715054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -715056.437500 Penalty: 1803.059937
	Iteration 74Q: 3 clusters Score -715056.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -715056.437500 Penalty: 1803.059937
	Iteration 75F: 3 clusters Score -715056.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Entering Unmasked Estep 
Score: -2067974.250000 Penalty: 996.974060
	Iteration 0F: 2 clusters Score -2067974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2043802.875000 Penalty: 1993.948120
	Iteration 0F: 3 clusters Score -2043803 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2053858.000000 Penalty: 1993.948120
	Iteration 1F: 3 clusters Score -2053858 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2054491.750000 Penalty: 1993.948120
	Iteration 2Q: 3 clusters Score -2054492 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2055408.500000 Penalty: 1993.948120
	Iteration 3F: 3 clusters Score -2055408 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2056712.750000 Penalty: 1993.948120
	Iteration 4F: 3 clusters Score -2056713 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2058154.125000 Penalty: 1993.948120
	Iteration 5F: 3 clusters Score -2058154 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2059514.750000 Penalty: 1993.948120
	Iteration 6F: 3 clusters Score -2059515 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2060684.375000 Penalty: 1993.948120
	Iteration 7F: 3 clusters Score -2060684 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2061694.250000 Penalty: 1993.948120
	Iteration 8Q: 3 clusters Score -2061694 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2062442.750000 Penalty: 1993.948120
	Iteration 9Q: 3 clusters Score -2062443 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -2062878.000000 Penalty: 1993.948120
	Iteration 10Q: 3 clusters Score -2062878 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -2063111.750000 Penalty: 1993.948120
	Iteration 11Q: 3 clusters Score -2063112 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -2063288.500000 Penalty: 1993.948120
	Iteration 12Q: 3 clusters Score -2063288 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -2063424.875000 Penalty: 1993.948120
	Iteration 13Q: 3 clusters Score -2063425 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -2063547.125000 Penalty: 1993.948120
	Iteration 14Q: 3 clusters Score -2063547 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -2063664.875000 Penalty: 1993.948120
	Iteration 15Q: 3 clusters Score -2063665 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -2063781.125000 Penalty: 1993.948120
	Iteration 16Q: 3 clusters Score -2063781 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -2063918.625000 Penalty: 1993.948120
	Iteration 17Q: 3 clusters Score -2063919 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -2064073.500000 Penalty: 1993.948120
	Iteration 18Q: 3 clusters Score -2064074 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -2064243.500000 Penalty: 1993.948120
	Iteration 19Q: 3 clusters Score -2064244 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -2064416.250000 Penalty: 1993.948120
	Iteration 20F: 3 clusters Score -2064416 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -2064628.750000 Penalty: 1993.948120
	Iteration 21Q: 3 clusters Score -2064629 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -2064883.250000 Penalty: 1993.948120
	Iteration 22Q: 3 clusters Score -2064883 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -2065178.250000 Penalty: 1993.948120
	Iteration 23Q: 3 clusters Score -2065178 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -2065494.500000 Penalty: 1993.948120
	Iteration 24Q: 3 clusters Score -2065494 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -2065805.000000 Penalty: 1993.948120
	Iteration 25Q: 3 clusters Score -2065805 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -2066095.000000 Penalty: 1993.948120
	Iteration 26Q: 3 clusters Score -2066095 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -2066352.625000 Penalty: 1993.948120
	Iteration 27Q: 3 clusters Score -2066353 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -2066554.500000 Penalty: 1993.948120
	Iteration 28Q: 3 clusters Score -2066554 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -2066711.125000 Penalty: 1993.948120
	Iteration 29Q: 3 clusters Score -2066711 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -2066836.250000 Penalty: 1993.948120
	Iteration 30Q: 3 clusters Score -2066836 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -2066923.000000 Penalty: 1993.948120
	Iteration 31Q: 3 clusters Score -2066923 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -2066990.000000 Penalty: 1993.948120
	Iteration 32Q: 3 clusters Score -2066990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -2067035.000000 Penalty: 1993.948120
	Iteration 33Q: 3 clusters Score -2067035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -2067065.375000 Penalty: 1993.948120
	Iteration 34Q: 3 clusters Score -2067065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -2067096.000000 Penalty: 1993.948120
	Iteration 35Q: 3 clusters Score -2067096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -2067115.000000 Penalty: 1993.948120
	Iteration 36Q: 3 clusters Score -2067115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -2067132.250000 Penalty: 1993.948120
	Iteration 37Q: 3 clusters Score -2067132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -2067143.000000 Penalty: 1993.948120
	Iteration 38Q: 3 clusters Score -2067143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -2067145.000000 Penalty: 1993.948120
	Iteration 39Q: 3 clusters Score -2067145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -2067161.125000 Penalty: 1993.948120
	Iteration 40F: 3 clusters Score -2067161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -2067175.625000 Penalty: 1993.948120
	Iteration 41Q: 3 clusters Score -2067176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -2067203.875000 Penalty: 1993.948120
	Iteration 42Q: 3 clusters Score -2067204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -2067224.000000 Penalty: 1993.948120
	Iteration 43Q: 3 clusters Score -2067224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -2067237.750000 Penalty: 1993.948120
	Iteration 44Q: 3 clusters Score -2067238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -2067242.000000 Penalty: 1993.948120
	Iteration 45Q: 3 clusters Score -2067242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -2067247.125000 Penalty: 1993.948120
	Iteration 46Q: 3 clusters Score -2067247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -2067250.250000 Penalty: 1993.948120
	Iteration 47Q: 3 clusters Score -2067250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -2067252.250000 Penalty: 1993.948120
	Iteration 48Q: 3 clusters Score -2067252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -2067251.875000 Penalty: 1993.948120
	Iteration 49Q: 3 clusters Score -2067252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -2067255.250000 Penalty: 1993.948120
	Iteration 50Q: 3 clusters Score -2067255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -2067258.875000 Penalty: 1993.948120
	Iteration 51Q: 3 clusters Score -2067259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -2067259.125000 Penalty: 1993.948120
	Iteration 52Q: 3 clusters Score -2067259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -2067259.125000 Penalty: 1993.948120
	Iteration 53F: 3 clusters Score -2067259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Entering Unmasked Estep 
Score: -928645.562500 Penalty: 941.456238
	Iteration 0F: 2 clusters Score -928645.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -915181.062500 Penalty: 1882.912476
	Iteration 0F: 3 clusters Score -915181.1 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -921517.687500 Penalty: 1882.912476
	Iteration 1F: 3 clusters Score -921517.7 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -922985.625000 Penalty: 1882.912476
	Iteration 2F: 3 clusters Score -922985.6 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -924692.250000 Penalty: 1882.912476
	Iteration 3F: 3 clusters Score -924692.2 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -926135.312500 Penalty: 1882.912476
	Iteration 4F: 3 clusters Score -926135.3 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -927112.625000 Penalty: 1882.912476
	Iteration 5F: 3 clusters Score -927112.6 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -927752.375000 Penalty: 1882.912476
	Iteration 6Q: 3 clusters Score -927752.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -928294.625000 Penalty: 1882.912476
	Iteration 7Q: 3 clusters Score -928294.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -929043.000000 Penalty: 1882.912476
	Iteration 8Q: 3 clusters Score -929043 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -929439.437500 Penalty: 1882.912476
	Iteration 9Q: 3 clusters Score -929439.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -929631.500000 Penalty: 1882.912476
	Iteration 10Q: 3 clusters Score -929631.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -929776.750000 Penalty: 1882.912476
	Iteration 11Q: 3 clusters Score -929776.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -929899.750000 Penalty: 1882.912476
	Iteration 12Q: 3 clusters Score -929899.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -930003.937500 Penalty: 1882.912476
	Iteration 13Q: 3 clusters Score -930003.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -930153.000000 Penalty: 1882.912476
	Iteration 14Q: 3 clusters Score -930153 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -930337.812500 Penalty: 1882.912476
	Iteration 15Q: 3 clusters Score -930337.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -930575.500000 Penalty: 1882.912476
	Iteration 16Q: 3 clusters Score -930575.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -930873.625000 Penalty: 1882.912476
	Iteration 17Q: 3 clusters Score -930873.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -931197.062500 Penalty: 1882.912476
	Iteration 18Q: 3 clusters Score -931197.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -931522.500000 Penalty: 1882.912476
	Iteration 19Q: 3 clusters Score -931522.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -931795.437500 Penalty: 1882.912476
	Iteration 20F: 3 clusters Score -931795.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -932010.062500 Penalty: 1882.912476
	Iteration 21Q: 3 clusters Score -932010.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -932227.500000 Penalty: 1882.912476
	Iteration 22Q: 3 clusters Score -932227.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -932406.562500 Penalty: 1882.912476
	Iteration 23Q: 3 clusters Score -932406.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -932558.375000 Penalty: 1882.912476
	Iteration 24Q: 3 clusters Score -932558.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -932686.625000 Penalty: 1882.912476
	Iteration 25Q: 3 clusters Score -932686.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -932773.875000 Penalty: 1882.912476
	Iteration 26Q: 3 clusters Score -932773.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -932846.500000 Penalty: 1882.912476
	Iteration 27Q: 3 clusters Score -932846.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -932926.625000 Penalty: 1882.912476
	Iteration 28Q: 3 clusters Score -932926.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -932997.062500 Penalty: 1882.912476
	Iteration 29Q: 3 clusters Score -932997.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -933067.687500 Penalty: 1882.912476
	Iteration 30Q: 3 clusters Score -933067.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -933130.312500 Penalty: 1882.912476
	Iteration 31Q: 3 clusters Score -933130.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -933182.625000 Penalty: 1882.912476
	Iteration 32Q: 3 clusters Score -933182.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -933246.687500 Penalty: 1882.912476
	Iteration 33Q: 3 clusters Score -933246.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -933301.437500 Penalty: 1882.912476
	Iteration 34Q: 3 clusters Score -933301.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -933338.625000 Penalty: 1882.912476
	Iteration 35Q: 3 clusters Score -933338.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -933375.500000 Penalty: 1882.912476
	Iteration 36Q: 3 clusters Score -933375.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -933405.125000 Penalty: 1882.912476
	Iteration 37Q: 3 clusters Score -933405.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -933417.937500 Penalty: 1882.912476
	Iteration 38Q: 3 clusters Score -933417.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -933451.687500 Penalty: 1882.912476
	Iteration 39Q: 3 clusters Score -933451.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -933482.062500 Penalty: 1882.912476
	Iteration 40F: 3 clusters Score -933482.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -933501.687500 Penalty: 1882.912476
	Iteration 41Q: 3 clusters Score -933501.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -933522.125000 Penalty: 1882.912476
	Iteration 42Q: 3 clusters Score -933522.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -933530.312500 Penalty: 1882.912476
	Iteration 43Q: 3 clusters Score -933530.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -933536.250000 Penalty: 1882.912476
	Iteration 44Q: 3 clusters Score -933536.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -933538.437500 Penalty: 1882.912476
	Iteration 45Q: 3 clusters Score -933538.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -933541.562500 Penalty: 1882.912476
	Iteration 46Q: 3 clusters Score -933541.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -933542.562500 Penalty: 1882.912476
	Iteration 47Q: 3 clusters Score -933542.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -933543.500000 Penalty: 1882.912476
	Iteration 48Q: 3 clusters Score -933543.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -933545.562500 Penalty: 1882.912476
	Iteration 49Q: 3 clusters Score -933545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -933548.187500 Penalty: 1882.912476
	Iteration 50Q: 3 clusters Score -933548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -933547.875000 Penalty: 1882.912476
	Iteration 51Q: 3 clusters Score -933547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -933545.687500 Penalty: 1882.912476
	Iteration 52Q: 3 clusters Score -933545.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -933546.937500 Penalty: 1882.912476
	Iteration 53Q: 3 clusters Score -933546.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -933546.937500 Penalty: 1882.912476
	Iteration 54F: 3 clusters Score -933546.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 141401 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 18946 members 
Mstep: Class 5 contains 71138 members 
Mstep: Class 6 contains 162995 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 160247 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 36115 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 6615 members 
Mstep: Class 22 contains 12689 members 
Mstep: Class 23 contains 15154 members 
Entering Unmasked Estep 
Score: -38597632.000000 Penalty: 29521.113281
Splitting cluster 15 changes total score from -38589584.000000 to -38597632.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (26673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Entering Unmasked Estep 
Score: -1423796.625000 Penalty: 968.183655
	Iteration 0F: 2 clusters Score -1423797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1406012.500000 Penalty: 1936.367310
	Iteration 0F: 3 clusters Score -1406012 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1413581.125000 Penalty: 1936.367310
	Iteration 1F: 3 clusters Score -1413581 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1414405.750000 Penalty: 1936.367310
	Iteration 2F: 3 clusters Score -1414406 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1415236.375000 Penalty: 1936.367310
	Iteration 3F: 3 clusters Score -1415236 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1416003.500000 Penalty: 1936.367310
	Iteration 4F: 3 clusters Score -1416004 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1416644.750000 Penalty: 1936.367310
	Iteration 5F: 3 clusters Score -1416645 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1417109.875000 Penalty: 1936.367310
	Iteration 6Q: 3 clusters Score -1417110 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1417532.500000 Penalty: 1936.367310
	Iteration 7Q: 3 clusters Score -1417532 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1417868.125000 Penalty: 1936.367310
	Iteration 8Q: 3 clusters Score -1417868 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1418148.625000 Penalty: 1936.367310
	Iteration 9Q: 3 clusters Score -1418149 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1418363.500000 Penalty: 1936.367310
	Iteration 10Q: 3 clusters Score -1418364 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1418508.500000 Penalty: 1936.367310
	Iteration 11Q: 3 clusters Score -1418508 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1418603.000000 Penalty: 1936.367310
	Iteration 12Q: 3 clusters Score -1418603 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1418690.625000 Penalty: 1936.367310
	Iteration 13Q: 3 clusters Score -1418691 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1418804.375000 Penalty: 1936.367310
	Iteration 14Q: 3 clusters Score -1418804 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1418953.375000 Penalty: 1936.367310
	Iteration 15Q: 3 clusters Score -1418953 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1419197.250000 Penalty: 1936.367310
	Iteration 16Q: 3 clusters Score -1419197 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1419540.250000 Penalty: 1936.367310
	Iteration 17Q: 3 clusters Score -1419540 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1420002.500000 Penalty: 1936.367310
	Iteration 18Q: 3 clusters Score -1420002 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1420545.875000 Penalty: 1936.367310
	Iteration 19Q: 3 clusters Score -1420546 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1421059.375000 Penalty: 1936.367310
	Iteration 20F: 3 clusters Score -1421059 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1421411.125000 Penalty: 1936.367310
	Iteration 21Q: 3 clusters Score -1421411 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1421625.000000 Penalty: 1936.367310
	Iteration 22Q: 3 clusters Score -1421625 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1421762.875000 Penalty: 1936.367310
	Iteration 23Q: 3 clusters Score -1421763 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1421850.250000 Penalty: 1936.367310
	Iteration 24Q: 3 clusters Score -1421850 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1421908.750000 Penalty: 1936.367310
	Iteration 25Q: 3 clusters Score -1421909 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1421960.750000 Penalty: 1936.367310
	Iteration 26Q: 3 clusters Score -1421961 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1421997.000000 Penalty: 1936.367310
	Iteration 27Q: 3 clusters Score -1421997 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1422039.750000 Penalty: 1936.367310
	Iteration 28Q: 3 clusters Score -1422040 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1422077.875000 Penalty: 1936.367310
	Iteration 29Q: 3 clusters Score -1422078 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1422102.500000 Penalty: 1936.367310
	Iteration 30Q: 3 clusters Score -1422102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1422119.875000 Penalty: 1936.367310
	Iteration 31Q: 3 clusters Score -1422120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1422133.000000 Penalty: 1936.367310
	Iteration 32Q: 3 clusters Score -1422133 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1422133.625000 Penalty: 1936.367310
	Iteration 33Q: 3 clusters Score -1422134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1422142.750000 Penalty: 1936.367310
	Iteration 34Q: 3 clusters Score -1422143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1422141.375000 Penalty: 1936.367310
	Iteration 35Q: 3 clusters Score -1422141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1422145.000000 Penalty: 1936.367310
	Iteration 36Q: 3 clusters Score -1422145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1422148.000000 Penalty: 1936.367310
	Iteration 37Q: 3 clusters Score -1422148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1422151.625000 Penalty: 1936.367310
	Iteration 38Q: 3 clusters Score -1422152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1422150.375000 Penalty: 1936.367310
	Iteration 39Q: 3 clusters Score -1422150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1422150.375000 Penalty: 1936.367310
	Iteration 40F: 3 clusters Score -1422150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1422150.000000 Penalty: 1936.367310
	Iteration 41Q: 3 clusters Score -1422150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1422154.750000 Penalty: 1936.367310
	Iteration 42Q: 3 clusters Score -1422155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1422156.500000 Penalty: 1936.367310
	Iteration 43Q: 3 clusters Score -1422156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1422155.625000 Penalty: 1936.367310
	Iteration 44Q: 3 clusters Score -1422156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1422162.500000 Penalty: 1936.367310
	Iteration 45Q: 3 clusters Score -1422162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1422168.625000 Penalty: 1936.367310
	Iteration 46Q: 3 clusters Score -1422169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1422169.875000 Penalty: 1936.367310
	Iteration 47Q: 3 clusters Score -1422170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1422177.625000 Penalty: 1936.367310
	Iteration 48Q: 3 clusters Score -1422178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1422178.875000 Penalty: 1936.367310
	Iteration 49Q: 3 clusters Score -1422179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1422180.375000 Penalty: 1936.367310
	Iteration 50Q: 3 clusters Score -1422180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1422182.625000 Penalty: 1936.367310
	Iteration 51Q: 3 clusters Score -1422183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1422181.500000 Penalty: 1936.367310
	Iteration 52Q: 3 clusters Score -1422182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1422187.000000 Penalty: 1936.367310
	Iteration 53Q: 3 clusters Score -1422187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1422192.000000 Penalty: 1936.367310
	Iteration 54Q: 3 clusters Score -1422192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1422195.625000 Penalty: 1936.367310
	Iteration 55Q: 3 clusters Score -1422196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1422200.500000 Penalty: 1936.367310
	Iteration 56Q: 3 clusters Score -1422200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1422205.125000 Penalty: 1936.367310
	Iteration 57Q: 3 clusters Score -1422205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1422207.250000 Penalty: 1936.367310
	Iteration 58Q: 3 clusters Score -1422207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1422216.500000 Penalty: 1936.367310
	Iteration 59Q: 3 clusters Score -1422216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1422216.375000 Penalty: 1936.367310
	Iteration 60F: 3 clusters Score -1422216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1422226.250000 Penalty: 1936.367310
	Iteration 61Q: 3 clusters Score -1422226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1422226.875000 Penalty: 1936.367310
	Iteration 62Q: 3 clusters Score -1422227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1422226.375000 Penalty: 1936.367310
	Iteration 63Q: 3 clusters Score -1422226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1422225.750000 Penalty: 1936.367310
	Iteration 64Q: 3 clusters Score -1422226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1422227.250000 Penalty: 1936.367310
	Iteration 65Q: 3 clusters Score -1422227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1422229.875000 Penalty: 1936.367310
	Iteration 66Q: 3 clusters Score -1422230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1422237.250000 Penalty: 1936.367310
	Iteration 67Q: 3 clusters Score -1422237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1422246.750000 Penalty: 1936.367310
	Iteration 68Q: 3 clusters Score -1422247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1422259.500000 Penalty: 1936.367310
	Iteration 69Q: 3 clusters Score -1422260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1422268.500000 Penalty: 1936.367310
	Iteration 70Q: 3 clusters Score -1422268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1422285.875000 Penalty: 1936.367310
	Iteration 71Q: 3 clusters Score -1422286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1422290.625000 Penalty: 1936.367310
	Iteration 72Q: 3 clusters Score -1422291 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1422306.875000 Penalty: 1936.367310
	Iteration 73Q: 3 clusters Score -1422307 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1422317.250000 Penalty: 1936.367310
	Iteration 74Q: 3 clusters Score -1422317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1422321.375000 Penalty: 1936.367310
	Iteration 75Q: 3 clusters Score -1422321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1422332.250000 Penalty: 1936.367310
	Iteration 76Q: 3 clusters Score -1422332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1422340.125000 Penalty: 1936.367310
	Iteration 77Q: 3 clusters Score -1422340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1422350.000000 Penalty: 1936.367310
	Iteration 78Q: 3 clusters Score -1422350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1422351.250000 Penalty: 1936.367310
	Iteration 79Q: 3 clusters Score -1422351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1422361.750000 Penalty: 1936.367310
	Iteration 80F: 3 clusters Score -1422362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1422361.750000 Penalty: 1936.367310
	Iteration 81Q: 3 clusters Score -1422362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1422368.875000 Penalty: 1936.367310
	Iteration 82Q: 3 clusters Score -1422369 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1422377.875000 Penalty: 1936.367310
	Iteration 83Q: 3 clusters Score -1422378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1422381.625000 Penalty: 1936.367310
	Iteration 84Q: 3 clusters Score -1422382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1422390.125000 Penalty: 1936.367310
	Iteration 85Q: 3 clusters Score -1422390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1422402.000000 Penalty: 1936.367310
	Iteration 86Q: 3 clusters Score -1422402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1422408.375000 Penalty: 1936.367310
	Iteration 87Q: 3 clusters Score -1422408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1422410.125000 Penalty: 1936.367310
	Iteration 88Q: 3 clusters Score -1422410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1422417.625000 Penalty: 1936.367310
	Iteration 89Q: 3 clusters Score -1422418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1422417.625000 Penalty: 1936.367310
	Iteration 90Q: 3 clusters Score -1422418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1422420.375000 Penalty: 1936.367310
	Iteration 91Q: 3 clusters Score -1422420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1422424.750000 Penalty: 1936.367310
	Iteration 92Q: 3 clusters Score -1422425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1422425.500000 Penalty: 1936.367310
	Iteration 93Q: 3 clusters Score -1422426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1422429.250000 Penalty: 1936.367310
	Iteration 94Q: 3 clusters Score -1422429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1422433.625000 Penalty: 1936.367310
	Iteration 95Q: 3 clusters Score -1422434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1422435.625000 Penalty: 1936.367310
	Iteration 96Q: 3 clusters Score -1422436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1422433.750000 Penalty: 1936.367310
	Iteration 97Q: 3 clusters Score -1422434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1422440.000000 Penalty: 1936.367310
	Iteration 98Q: 3 clusters Score -1422440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1422442.375000 Penalty: 1936.367310
	Iteration 99Q: 3 clusters Score -1422442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1422441.625000 Penalty: 1936.367310
	Iteration 100F: 3 clusters Score -1422442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1422445.125000 Penalty: 1936.367310
	Iteration 101Q: 3 clusters Score -1422445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1422446.625000 Penalty: 1936.367310
	Iteration 102Q: 3 clusters Score -1422447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1422443.750000 Penalty: 1936.367310
	Iteration 103Q: 3 clusters Score -1422444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1422444.875000 Penalty: 1936.367310
	Iteration 104Q: 3 clusters Score -1422445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1422445.875000 Penalty: 1936.367310
	Iteration 105Q: 3 clusters Score -1422446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1422446.250000 Penalty: 1936.367310
	Iteration 106Q: 3 clusters Score -1422446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1422450.250000 Penalty: 1936.367310
	Iteration 107Q: 3 clusters Score -1422450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1422454.000000 Penalty: 1936.367310
	Iteration 108Q: 3 clusters Score -1422454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1422451.125000 Penalty: 1936.367310
	Iteration 109Q: 3 clusters Score -1422451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1422455.125000 Penalty: 1936.367310
	Iteration 110Q: 3 clusters Score -1422455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1422458.875000 Penalty: 1936.367310
	Iteration 111Q: 3 clusters Score -1422459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1422461.750000 Penalty: 1936.367310
	Iteration 112Q: 3 clusters Score -1422462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1422458.750000 Penalty: 1936.367310
	Iteration 113Q: 3 clusters Score -1422459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1422461.125000 Penalty: 1936.367310
	Iteration 114Q: 3 clusters Score -1422461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1422461.000000 Penalty: 1936.367310
	Iteration 115Q: 3 clusters Score -1422461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1422456.625000 Penalty: 1936.367310
	Iteration 116Q: 3 clusters Score -1422457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1422457.875000 Penalty: 1936.367310
	Iteration 117Q: 3 clusters Score -1422458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1422458.375000 Penalty: 1936.367310
	Iteration 118Q: 3 clusters Score -1422458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1422459.375000 Penalty: 1936.367310
	Iteration 119Q: 3 clusters Score -1422459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1422458.250000 Penalty: 1936.367310
	Iteration 120F: 3 clusters Score -1422458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1422463.125000 Penalty: 1936.367310
	Iteration 121Q: 3 clusters Score -1422463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1422459.875000 Penalty: 1936.367310
	Iteration 122Q: 3 clusters Score -1422460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1422461.500000 Penalty: 1936.367310
	Iteration 123Q: 3 clusters Score -1422462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1422458.000000 Penalty: 1936.367310
	Iteration 124Q: 3 clusters Score -1422458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1422458.375000 Penalty: 1936.367310
	Iteration 125Q: 3 clusters Score -1422458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1422458.125000 Penalty: 1936.367310
	Iteration 126Q: 3 clusters Score -1422458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1422455.125000 Penalty: 1936.367310
	Iteration 127Q: 3 clusters Score -1422455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1422455.000000 Penalty: 1936.367310
	Iteration 128Q: 3 clusters Score -1422455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1422455.375000 Penalty: 1936.367310
	Iteration 129Q: 3 clusters Score -1422455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1422457.500000 Penalty: 1936.367310
	Iteration 130Q: 3 clusters Score -1422458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1422456.375000 Penalty: 1936.367310
	Iteration 131Q: 3 clusters Score -1422456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1422456.125000 Penalty: 1936.367310
	Iteration 132Q: 3 clusters Score -1422456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1422456.750000 Penalty: 1936.367310
	Iteration 133Q: 3 clusters Score -1422457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1422456.750000 Penalty: 1936.367310
	Iteration 134F: 3 clusters Score -1422457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -105073.546875 Penalty: 719.045105
	Iteration 0F: 2 clusters Score -105073.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -103397.718750 Penalty: 1438.090210
	Iteration 0F: 3 clusters Score -103397.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -103821.875000 Penalty: 1438.090210
	Iteration 1F: 3 clusters Score -103821.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -103883.273438 Penalty: 1438.090210
	Iteration 2F: 3 clusters Score -103883.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -103918.734375 Penalty: 1438.090210
	Iteration 3Q: 3 clusters Score -103918.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -103950.890625 Penalty: 1438.090210
	Iteration 4Q: 3 clusters Score -103950.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -103975.406250 Penalty: 1438.090210
	Iteration 5Q: 3 clusters Score -103975.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -103996.484375 Penalty: 1438.090210
	Iteration 6Q: 3 clusters Score -103996.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -104014.554688 Penalty: 1438.090210
	Iteration 7Q: 3 clusters Score -104014.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -104033.773438 Penalty: 1438.090210
	Iteration 8Q: 3 clusters Score -104033.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -104053.320312 Penalty: 1438.090210
	Iteration 9Q: 3 clusters Score -104053.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -104081.890625 Penalty: 1438.090210
	Iteration 10Q: 3 clusters Score -104081.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -104112.234375 Penalty: 1438.090210
	Iteration 11Q: 3 clusters Score -104112.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -104129.484375 Penalty: 1438.090210
	Iteration 12Q: 3 clusters Score -104129.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -104145.992188 Penalty: 1438.090210
	Iteration 13Q: 3 clusters Score -104146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -104163.937500 Penalty: 1438.090210
	Iteration 14Q: 3 clusters Score -104163.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -104179.750000 Penalty: 1438.090210
	Iteration 15Q: 3 clusters Score -104179.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -104208.078125 Penalty: 1438.090210
	Iteration 16Q: 3 clusters Score -104208.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -104234.351562 Penalty: 1438.090210
	Iteration 17Q: 3 clusters Score -104234.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -104259.429688 Penalty: 1438.090210
	Iteration 18Q: 3 clusters Score -104259.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -104282.164062 Penalty: 1438.090210
	Iteration 19Q: 3 clusters Score -104282.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -104303.835938 Penalty: 1438.090210
	Iteration 20F: 3 clusters Score -104303.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -104321.335938 Penalty: 1438.090210
	Iteration 21Q: 3 clusters Score -104321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -104339.312500 Penalty: 1438.090210
	Iteration 22Q: 3 clusters Score -104339.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -104355.125000 Penalty: 1438.090210
	Iteration 23Q: 3 clusters Score -104355.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -104369.687500 Penalty: 1438.090210
	Iteration 24Q: 3 clusters Score -104369.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -104380.992188 Penalty: 1438.090210
	Iteration 25Q: 3 clusters Score -104381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -104387.671875 Penalty: 1438.090210
	Iteration 26Q: 3 clusters Score -104387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -104394.453125 Penalty: 1438.090210
	Iteration 27Q: 3 clusters Score -104394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -104401.023438 Penalty: 1438.090210
	Iteration 28Q: 3 clusters Score -104401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -104403.921875 Penalty: 1438.090210
	Iteration 29Q: 3 clusters Score -104403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -104407.882812 Penalty: 1438.090210
	Iteration 30Q: 3 clusters Score -104407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -104416.125000 Penalty: 1438.090210
	Iteration 31Q: 3 clusters Score -104416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -104420.851562 Penalty: 1438.090210
	Iteration 32Q: 3 clusters Score -104420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -104424.343750 Penalty: 1438.090210
	Iteration 33Q: 3 clusters Score -104424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -104426.617188 Penalty: 1438.090210
	Iteration 34Q: 3 clusters Score -104426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -104427.335938 Penalty: 1438.090210
	Iteration 35Q: 3 clusters Score -104427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -104427.335938 Penalty: 1438.090210
	Iteration 36F: 3 clusters Score -104427.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Entering Unmasked Estep 
Score: -215604.578125 Penalty: 797.312500
	Iteration 0F: 2 clusters Score -215604.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -212377.625000 Penalty: 1594.625000
	Iteration 0F: 3 clusters Score -212377.6 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -213546.515625 Penalty: 1594.625000
	Iteration 1F: 3 clusters Score -213546.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -213843.718750 Penalty: 1594.625000
	Iteration 2F: 3 clusters Score -213843.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -214148.531250 Penalty: 1594.625000
	Iteration 3F: 3 clusters Score -214148.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -214466.953125 Penalty: 1594.625000
	Iteration 4F: 3 clusters Score -214467 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -214715.890625 Penalty: 1594.625000
	Iteration 5F: 3 clusters Score -214715.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -214889.109375 Penalty: 1594.625000
	Iteration 6F: 3 clusters Score -214889.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -215006.046875 Penalty: 1594.625000
	Iteration 7Q: 3 clusters Score -215006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -215078.937500 Penalty: 1594.625000
	Iteration 8Q: 3 clusters Score -215078.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -215113.593750 Penalty: 1594.625000
	Iteration 9Q: 3 clusters Score -215113.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -215131.921875 Penalty: 1594.625000
	Iteration 10Q: 3 clusters Score -215131.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -215147.093750 Penalty: 1594.625000
	Iteration 11Q: 3 clusters Score -215147.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -215162.343750 Penalty: 1594.625000
	Iteration 12Q: 3 clusters Score -215162.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -215178.031250 Penalty: 1594.625000
	Iteration 13Q: 3 clusters Score -215178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -215195.281250 Penalty: 1594.625000
	Iteration 14Q: 3 clusters Score -215195.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215215.109375 Penalty: 1594.625000
	Iteration 15Q: 3 clusters Score -215215.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -215233.281250 Penalty: 1594.625000
	Iteration 16Q: 3 clusters Score -215233.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -215248.093750 Penalty: 1594.625000
	Iteration 17Q: 3 clusters Score -215248.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -215264.578125 Penalty: 1594.625000
	Iteration 18Q: 3 clusters Score -215264.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -215282.703125 Penalty: 1594.625000
	Iteration 19Q: 3 clusters Score -215282.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -215297.781250 Penalty: 1594.625000
	Iteration 20F: 3 clusters Score -215297.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -215313.218750 Penalty: 1594.625000
	Iteration 21Q: 3 clusters Score -215313.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -215325.140625 Penalty: 1594.625000
	Iteration 22Q: 3 clusters Score -215325.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -215333.234375 Penalty: 1594.625000
	Iteration 23Q: 3 clusters Score -215333.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -215337.203125 Penalty: 1594.625000
	Iteration 24Q: 3 clusters Score -215337.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -215339.421875 Penalty: 1594.625000
	Iteration 25Q: 3 clusters Score -215339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -215339.015625 Penalty: 1594.625000
	Iteration 26Q: 3 clusters Score -215339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215339.984375 Penalty: 1594.625000
	Iteration 27Q: 3 clusters Score -215340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215339.984375 Penalty: 1594.625000
	Iteration 28F: 3 clusters Score -215340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Entering Unmasked Estep 
Score: -884799.437500 Penalty: 917.355286
	Iteration 0F: 2 clusters Score -884799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -874340.687500 Penalty: 1834.710571
	Iteration 0F: 3 clusters Score -874340.7 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -878336.250000 Penalty: 1834.710571
	Iteration 1F: 3 clusters Score -878336.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -878716.812500 Penalty: 1834.710571
	Iteration 2F: 3 clusters Score -878716.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -879235.875000 Penalty: 1834.710571
	Iteration 3F: 3 clusters Score -879235.9 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -880036.312500 Penalty: 1834.710571
	Iteration 4F: 3 clusters Score -880036.3 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -881337.000000 Penalty: 1834.710571
	Iteration 5F: 3 clusters Score -881337 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -882833.937500 Penalty: 1834.710571
	Iteration 6F: 3 clusters Score -882833.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -883854.437500 Penalty: 1834.710571
	Iteration 7F: 3 clusters Score -883854.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -884293.312500 Penalty: 1834.710571
	Iteration 8Q: 3 clusters Score -884293.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -884489.750000 Penalty: 1834.710571
	Iteration 9Q: 3 clusters Score -884489.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -884566.937500 Penalty: 1834.710571
	Iteration 10Q: 3 clusters Score -884566.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -884611.562500 Penalty: 1834.710571
	Iteration 11Q: 3 clusters Score -884611.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -884634.062500 Penalty: 1834.710571
	Iteration 12Q: 3 clusters Score -884634.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -884648.562500 Penalty: 1834.710571
	Iteration 13Q: 3 clusters Score -884648.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -884661.750000 Penalty: 1834.710571
	Iteration 14Q: 3 clusters Score -884661.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -884664.812500 Penalty: 1834.710571
	Iteration 15Q: 3 clusters Score -884664.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -884667.187500 Penalty: 1834.710571
	Iteration 16Q: 3 clusters Score -884667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -884670.687500 Penalty: 1834.710571
	Iteration 17Q: 3 clusters Score -884670.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -884671.500000 Penalty: 1834.710571
	Iteration 18Q: 3 clusters Score -884671.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -884675.812500 Penalty: 1834.710571
	Iteration 19Q: 3 clusters Score -884675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -884677.000000 Penalty: 1834.710571
	Iteration 20F: 3 clusters Score -884677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -884676.625000 Penalty: 1834.710571
	Iteration 21Q: 3 clusters Score -884676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -884678.000000 Penalty: 1834.710571
	Iteration 22Q: 3 clusters Score -884678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -884679.562500 Penalty: 1834.710571
	Iteration 23Q: 3 clusters Score -884679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -884679.625000 Penalty: 1834.710571
	Iteration 24Q: 3 clusters Score -884679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -884679.125000 Penalty: 1834.710571
	Iteration 25Q: 3 clusters Score -884679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -884679.875000 Penalty: 1834.710571
	Iteration 26Q: 3 clusters Score -884679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -884679.875000 Penalty: 1834.710571
	Iteration 27F: 3 clusters Score -884679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -321246.968750 Penalty: 841.733948
	Iteration 0F: 2 clusters Score -321247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -316369.687500 Penalty: 1683.467896
	Iteration 0F: 3 clusters Score -316369.7 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -318321.312500 Penalty: 1683.467896
	Iteration 1F: 3 clusters Score -318321.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -318769.187500 Penalty: 1683.467896
	Iteration 2F: 3 clusters Score -318769.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -319371.437500 Penalty: 1683.467896
	Iteration 3F: 3 clusters Score -319371.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -319914.531250 Penalty: 1683.467896
	Iteration 4F: 3 clusters Score -319914.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -320251.093750 Penalty: 1683.467896
	Iteration 5F: 3 clusters Score -320251.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -320487.312500 Penalty: 1683.467896
	Iteration 6F: 3 clusters Score -320487.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -320625.187500 Penalty: 1683.467896
	Iteration 7Q: 3 clusters Score -320625.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -320723.937500 Penalty: 1683.467896
	Iteration 8Q: 3 clusters Score -320723.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -320787.125000 Penalty: 1683.467896
	Iteration 9Q: 3 clusters Score -320787.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -320837.500000 Penalty: 1683.467896
	Iteration 10Q: 3 clusters Score -320837.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -320887.593750 Penalty: 1683.467896
	Iteration 11Q: 3 clusters Score -320887.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -320924.125000 Penalty: 1683.467896
	Iteration 12Q: 3 clusters Score -320924.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -320944.437500 Penalty: 1683.467896
	Iteration 13Q: 3 clusters Score -320944.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -320957.656250 Penalty: 1683.467896
	Iteration 14Q: 3 clusters Score -320957.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -320972.656250 Penalty: 1683.467896
	Iteration 15Q: 3 clusters Score -320972.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -320983.500000 Penalty: 1683.467896
	Iteration 16Q: 3 clusters Score -320983.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -320993.437500 Penalty: 1683.467896
	Iteration 17Q: 3 clusters Score -320993.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -321023.187500 Penalty: 1683.467896
	Iteration 18Q: 3 clusters Score -321023.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -321062.937500 Penalty: 1683.467896
	Iteration 19Q: 3 clusters Score -321062.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -321091.125000 Penalty: 1683.467896
	Iteration 20F: 3 clusters Score -321091.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -321117.750000 Penalty: 1683.467896
	Iteration 21Q: 3 clusters Score -321117.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -321137.625000 Penalty: 1683.467896
	Iteration 22Q: 3 clusters Score -321137.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -321145.500000 Penalty: 1683.467896
	Iteration 23Q: 3 clusters Score -321145.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -321152.968750 Penalty: 1683.467896
	Iteration 24Q: 3 clusters Score -321153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -321165.156250 Penalty: 1683.467896
	Iteration 25Q: 3 clusters Score -321165.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -321176.000000 Penalty: 1683.467896
	Iteration 26Q: 3 clusters Score -321176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -321181.593750 Penalty: 1683.467896
	Iteration 27Q: 3 clusters Score -321181.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -321189.375000 Penalty: 1683.467896
	Iteration 28Q: 3 clusters Score -321189.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -321198.531250 Penalty: 1683.467896
	Iteration 29Q: 3 clusters Score -321198.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -321202.062500 Penalty: 1683.467896
	Iteration 30Q: 3 clusters Score -321202.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -321207.750000 Penalty: 1683.467896
	Iteration 31Q: 3 clusters Score -321207.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -321212.593750 Penalty: 1683.467896
	Iteration 32Q: 3 clusters Score -321212.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -321219.031250 Penalty: 1683.467896
	Iteration 33Q: 3 clusters Score -321219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -321222.093750 Penalty: 1683.467896
	Iteration 34Q: 3 clusters Score -321222.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -321225.625000 Penalty: 1683.467896
	Iteration 35Q: 3 clusters Score -321225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -321230.750000 Penalty: 1683.467896
	Iteration 36Q: 3 clusters Score -321230.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -321235.125000 Penalty: 1683.467896
	Iteration 37Q: 3 clusters Score -321235.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -321238.875000 Penalty: 1683.467896
	Iteration 38Q: 3 clusters Score -321238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -321242.843750 Penalty: 1683.467896
	Iteration 39Q: 3 clusters Score -321242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -321245.937500 Penalty: 1683.467896
	Iteration 40F: 3 clusters Score -321245.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -321252.875000 Penalty: 1683.467896
	Iteration 41Q: 3 clusters Score -321252.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -321261.625000 Penalty: 1683.467896
	Iteration 42Q: 3 clusters Score -321261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -321264.906250 Penalty: 1683.467896
	Iteration 43Q: 3 clusters Score -321264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -321265.000000 Penalty: 1683.467896
	Iteration 44Q: 3 clusters Score -321265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -321266.093750 Penalty: 1683.467896
	Iteration 45Q: 3 clusters Score -321266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -321266.687500 Penalty: 1683.467896
	Iteration 46Q: 3 clusters Score -321266.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -321267.531250 Penalty: 1683.467896
	Iteration 47Q: 3 clusters Score -321267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -321268.656250 Penalty: 1683.467896
	Iteration 48Q: 3 clusters Score -321268.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -321268.562500 Penalty: 1683.467896
	Iteration 49Q: 3 clusters Score -321268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -321268.625000 Penalty: 1683.467896
	Iteration 50Q: 3 clusters Score -321268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -321268.718750 Penalty: 1683.467896
	Iteration 51Q: 3 clusters Score -321268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -321269.031250 Penalty: 1683.467896
	Iteration 52Q: 3 clusters Score -321269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -321269.031250 Penalty: 1683.467896
	Iteration 53F: 3 clusters Score -321269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 141401 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 18946 members 
Mstep: Class 5 contains 71138 members 
Mstep: Class 6 contains 162995 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 160247 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 36115 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 6615 members 
Mstep: Class 22 contains 12689 members 
Mstep: Class 23 contains 15154 members 
Mstep: Class 24 contains 6228 members 
Entering Unmasked Estep 
Score: -38597240.000000 Penalty: 30804.640625
Splitting cluster 20 changes total score from -38589584.000000 to -38597240.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -320252.687500 Penalty: 835.724060
	Iteration 0F: 2 clusters Score -320252.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -315631.687500 Penalty: 1671.448120
	Iteration 0F: 3 clusters Score -315631.7 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -317563.312500 Penalty: 1671.448120
	Iteration 1F: 3 clusters Score -317563.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -318283.750000 Penalty: 1671.448120
	Iteration 2F: 3 clusters Score -318283.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -319027.093750 Penalty: 1671.448120
	Iteration 3F: 3 clusters Score -319027.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -319561.656250 Penalty: 1671.448120
	Iteration 4F: 3 clusters Score -319561.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -319864.187500 Penalty: 1671.448120
	Iteration 5F: 3 clusters Score -319864.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -320115.375000 Penalty: 1671.448120
	Iteration 6F: 3 clusters Score -320115.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -320416.906250 Penalty: 1671.448120
	Iteration 7Q: 3 clusters Score -320416.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -320845.625000 Penalty: 1671.448120
	Iteration 8F: 3 clusters Score -320845.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -321283.593750 Penalty: 1671.448120
	Iteration 9F: 3 clusters Score -321283.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -321647.218750 Penalty: 1671.448120
	Iteration 10F: 3 clusters Score -321647.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -321948.031250 Penalty: 1671.448120
	Iteration 11Q: 3 clusters Score -321948 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -322220.656250 Penalty: 1671.448120
	Iteration 12Q: 3 clusters Score -322220.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -322427.656250 Penalty: 1671.448120
	Iteration 13Q: 3 clusters Score -322427.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -322575.125000 Penalty: 1671.448120
	Iteration 14Q: 3 clusters Score -322575.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -322662.281250 Penalty: 1671.448120
	Iteration 15Q: 3 clusters Score -322662.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -322720.968750 Penalty: 1671.448120
	Iteration 16Q: 3 clusters Score -322721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -322751.281250 Penalty: 1671.448120
	Iteration 17Q: 3 clusters Score -322751.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -322776.125000 Penalty: 1671.448120
	Iteration 18Q: 3 clusters Score -322776.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -322808.031250 Penalty: 1671.448120
	Iteration 19Q: 3 clusters Score -322808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -322875.468750 Penalty: 1671.448120
	Iteration 20F: 3 clusters Score -322875.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -323037.906250 Penalty: 1671.448120
	Iteration 21Q: 3 clusters Score -323037.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -323162.625000 Penalty: 1671.448120
	Iteration 22Q: 3 clusters Score -323162.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -323189.375000 Penalty: 1671.448120
	Iteration 23Q: 3 clusters Score -323189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -323194.781250 Penalty: 1671.448120
	Iteration 24Q: 3 clusters Score -323194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -323197.343750 Penalty: 1671.448120
	Iteration 25Q: 3 clusters Score -323197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -323199.687500 Penalty: 1671.448120
	Iteration 26Q: 3 clusters Score -323199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -323201.062500 Penalty: 1671.448120
	Iteration 27Q: 3 clusters Score -323201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -323202.125000 Penalty: 1671.448120
	Iteration 28Q: 3 clusters Score -323202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -323202.312500 Penalty: 1671.448120
	Iteration 29Q: 3 clusters Score -323202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -323202.312500 Penalty: 1671.448120
	Iteration 30F: 3 clusters Score -323202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 141401 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 18946 members 
Mstep: Class 5 contains 71138 members 
Mstep: Class 6 contains 162995 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 160247 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 36115 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 12689 members 
Mstep: Class 23 contains 15154 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 5595 members 
Entering Unmasked Estep 
Score: -38599720.000000 Penalty: 32088.166016
Splitting cluster 21 changes total score from -38589584.000000 to -38599720.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 141401 members 
Mstep: Class 4 contains 18946 members 
Mstep: Class 5 contains 71138 members 
Mstep: Class 6 contains 162995 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 8 contains 160247 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 36115 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38603268.000000 Penalty: 32088.166016
Iteration 39Q: 26 clusters Score -3.860327e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 141405 members 
Mstep: Class 3 contains 3798 members 
Mstep: Class 4 contains 18582 members 
Mstep: Class 5 contains 71466 members 
Mstep: Class 6 contains 164195 members 
Mstep: Class 7 contains 9398 members 
Mstep: Class 8 contains 160065 members 
Mstep: Class 9 contains 10357 members 
Mstep: Class 10 contains 4728 members 
Mstep: Class 11 contains 4654 members 
Mstep: Class 12 contains 2804 members 
Mstep: Class 13 contains 13243 members 
Mstep: Class 14 contains 36197 members 
Mstep: Class 15 contains 5596 members 
Mstep: Class 16 contains 26925 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 15518 members 
Mstep: Class 20 contains 1078 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 11955 members 
Mstep: Class 23 contains 14377 members 
Mstep: Class 24 contains 5889 members 
Mstep: Class 25 contains 5350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38606136.000000 Penalty: 32088.166016
Iteration 40F: 26 clusters Score -3.860614e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 140870 members 
Mstep: Class 3 contains 3825 members 
Mstep: Class 4 contains 18178 members 
Mstep: Class 5 contains 71571 members 
Mstep: Class 6 contains 164507 members 
Mstep: Class 7 contains 9256 members 
Mstep: Class 8 contains 159675 members 
Mstep: Class 9 contains 9977 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 2841 members 
Mstep: Class 13 contains 13200 members 
Mstep: Class 14 contains 36109 members 
Mstep: Class 15 contains 5654 members 
Mstep: Class 16 contains 26988 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 4225 members 
Mstep: Class 19 contains 15438 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 12222 members 
Mstep: Class 23 contains 14370 members 
Mstep: Class 24 contains 6066 members 
Mstep: Class 25 contains 5596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38607144.000000 Penalty: 32088.166016
Iteration 41Q: 26 clusters Score -3.860714e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 140379 members 
Mstep: Class 3 contains 3855 members 
Mstep: Class 4 contains 17803 members 
Mstep: Class 5 contains 71634 members 
Mstep: Class 6 contains 165192 members 
Mstep: Class 7 contains 9084 members 
Mstep: Class 8 contains 159354 members 
Mstep: Class 9 contains 9682 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 13187 members 
Mstep: Class 14 contains 36020 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 27056 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 4114 members 
Mstep: Class 19 contains 15372 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 1916 members 
Mstep: Class 22 contains 12320 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 6152 members 
Mstep: Class 25 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608040.000000 Penalty: 32088.166016
Iteration 42Q: 26 clusters Score -3.860804e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 139871 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 17435 members 
Mstep: Class 5 contains 71683 members 
Mstep: Class 6 contains 165939 members 
Mstep: Class 7 contains 8941 members 
Mstep: Class 8 contains 159021 members 
Mstep: Class 9 contains 9427 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 5528 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13200 members 
Mstep: Class 14 contains 35953 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 27116 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 4005 members 
Mstep: Class 19 contains 15332 members 
Mstep: Class 20 contains 1559 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 22 contains 12387 members 
Mstep: Class 23 contains 14330 members 
Mstep: Class 24 contains 6214 members 
Mstep: Class 25 contains 5851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608788.000000 Penalty: 32088.166016
Iteration 43Q: 26 clusters Score -3.860879e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 139323 members 
Mstep: Class 3 contains 3918 members 
Mstep: Class 4 contains 17060 members 
Mstep: Class 5 contains 71707 members 
Mstep: Class 6 contains 166740 members 
Mstep: Class 7 contains 8809 members 
Mstep: Class 8 contains 158762 members 
Mstep: Class 9 contains 9212 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 5757 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 35905 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 27167 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 3926 members 
Mstep: Class 19 contains 15302 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 12449 members 
Mstep: Class 23 contains 14331 members 
Mstep: Class 24 contains 6241 members 
Mstep: Class 25 contains 5905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609116.000000 Penalty: 32088.166016
Iteration 44Q: 26 clusters Score -3.860912e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 138732 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 16689 members 
Mstep: Class 5 contains 71709 members 
Mstep: Class 6 contains 167617 members 
Mstep: Class 7 contains 8665 members 
Mstep: Class 8 contains 158535 members 
Mstep: Class 9 contains 9008 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 5960 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 13236 members 
Mstep: Class 14 contains 35872 members 
Mstep: Class 15 contains 5737 members 
Mstep: Class 16 contains 27220 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 3858 members 
Mstep: Class 19 contains 15286 members 
Mstep: Class 20 contains 1805 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 12499 members 
Mstep: Class 23 contains 14342 members 
Mstep: Class 24 contains 6260 members 
Mstep: Class 25 contains 5930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609348.000000 Penalty: 32088.166016
Iteration 45Q: 26 clusters Score -3.860935e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 138056 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 16360 members 
Mstep: Class 5 contains 71705 members 
Mstep: Class 6 contains 168574 members 
Mstep: Class 7 contains 8519 members 
Mstep: Class 8 contains 158328 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13252 members 
Mstep: Class 14 contains 35837 members 
Mstep: Class 15 contains 5749 members 
Mstep: Class 16 contains 27259 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 15275 members 
Mstep: Class 20 contains 1891 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 6276 members 
Mstep: Class 25 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609564.000000 Penalty: 32088.166016
Iteration 46Q: 26 clusters Score -3.860956e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 137338 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 71683 members 
Mstep: Class 6 contains 169643 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 158077 members 
Mstep: Class 9 contains 8671 members 
Mstep: Class 10 contains 5137 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 35811 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 27286 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 15277 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 2640 members 
Mstep: Class 22 contains 12632 members 
Mstep: Class 23 contains 14399 members 
Mstep: Class 24 contains 6301 members 
Mstep: Class 25 contains 5929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609708.000000 Penalty: 32088.166016
Iteration 47Q: 26 clusters Score -3.860971e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 136528 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 71677 members 
Mstep: Class 6 contains 170820 members 
Mstep: Class 7 contains 8253 members 
Mstep: Class 8 contains 157827 members 
Mstep: Class 9 contains 8506 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 6453 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 35798 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 27328 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 3759 members 
Mstep: Class 19 contains 15288 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 2728 members 
Mstep: Class 22 contains 12730 members 
Mstep: Class 23 contains 14451 members 
Mstep: Class 24 contains 6334 members 
Mstep: Class 25 contains 5929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609884.000000 Penalty: 32088.166016
Iteration 48Q: 26 clusters Score -3.860988e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 135680 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 15387 members 
Mstep: Class 5 contains 71674 members 
Mstep: Class 6 contains 172086 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 157570 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 5196 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 2876 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 35777 members 
Mstep: Class 15 contains 5691 members 
Mstep: Class 16 contains 27361 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 15303 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 2822 members 
Mstep: Class 22 contains 12807 members 
Mstep: Class 23 contains 14499 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610124.000000 Penalty: 32088.166016
Iteration 49Q: 26 clusters Score -3.861012e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 134797 members 
Mstep: Class 3 contains 4046 members 
Mstep: Class 4 contains 15095 members 
Mstep: Class 5 contains 71666 members 
Mstep: Class 6 contains 173373 members 
Mstep: Class 7 contains 7931 members 
Mstep: Class 8 contains 157363 members 
Mstep: Class 9 contains 8188 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 2875 members 
Mstep: Class 13 contains 13266 members 
Mstep: Class 14 contains 35761 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 27384 members 
Mstep: Class 17 contains 1897 members 
Mstep: Class 18 contains 3704 members 
Mstep: Class 19 contains 15318 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 12886 members 
Mstep: Class 23 contains 14543 members 
Mstep: Class 24 contains 6358 members 
Mstep: Class 25 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610316.000000 Penalty: 32088.166016
Iteration 50Q: 26 clusters Score -3.861032e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 133851 members 
Mstep: Class 3 contains 4062 members 
Mstep: Class 4 contains 14779 members 
Mstep: Class 5 contains 71662 members 
Mstep: Class 6 contains 174770 members 
Mstep: Class 7 contains 7769 members 
Mstep: Class 8 contains 157141 members 
Mstep: Class 9 contains 8045 members 
Mstep: Class 10 contains 5244 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 2876 members 
Mstep: Class 13 contains 13265 members 
Mstep: Class 14 contains 35741 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 27408 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 3676 members 
Mstep: Class 19 contains 15334 members 
Mstep: Class 20 contains 2165 members 
Mstep: Class 21 contains 3004 members 
Mstep: Class 22 contains 12945 members 
Mstep: Class 23 contains 14607 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 5894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610440.000000 Penalty: 32088.166016
Iteration 51Q: 26 clusters Score -3.861044e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 132947 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 14434 members 
Mstep: Class 5 contains 71650 members 
Mstep: Class 6 contains 176171 members 
Mstep: Class 7 contains 7592 members 
Mstep: Class 8 contains 156936 members 
Mstep: Class 9 contains 7914 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 35719 members 
Mstep: Class 15 contains 5609 members 
Mstep: Class 16 contains 27433 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 3646 members 
Mstep: Class 19 contains 15355 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 3100 members 
Mstep: Class 22 contains 12978 members 
Mstep: Class 23 contains 14673 members 
Mstep: Class 24 contains 6397 members 
Mstep: Class 25 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610836.000000 Penalty: 32088.166016
Iteration 52Q: 26 clusters Score -3.861084e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 131954 members 
Mstep: Class 3 contains 4083 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 71635 members 
Mstep: Class 6 contains 177680 members 
Mstep: Class 7 contains 7432 members 
Mstep: Class 8 contains 156723 members 
Mstep: Class 9 contains 7766 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 7148 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 13240 members 
Mstep: Class 14 contains 35713 members 
Mstep: Class 15 contains 5589 members 
Mstep: Class 16 contains 27447 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 3623 members 
Mstep: Class 19 contains 15381 members 
Mstep: Class 20 contains 2218 members 
Mstep: Class 21 contains 3180 members 
Mstep: Class 22 contains 13012 members 
Mstep: Class 23 contains 14753 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 5854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38611004.000000 Penalty: 32088.166016
Iteration 53Q: 26 clusters Score -3.8611e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 130968 members 
Mstep: Class 3 contains 4091 members 
Mstep: Class 4 contains 13770 members 
Mstep: Class 5 contains 71622 members 
Mstep: Class 6 contains 179187 members 
Mstep: Class 7 contains 7259 members 
Mstep: Class 8 contains 156471 members 
Mstep: Class 9 contains 7606 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 13228 members 
Mstep: Class 14 contains 35702 members 
Mstep: Class 15 contains 5557 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 3603 members 
Mstep: Class 19 contains 15418 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 3259 members 
Mstep: Class 22 contains 13039 members 
Mstep: Class 23 contains 14842 members 
Mstep: Class 24 contains 6438 members 
Mstep: Class 25 contains 5839 members 
Entering Unmasked Estep 
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Score: -38611228.000000 Penalty: 32088.166016
Iteration 54Q: 26 clusters Score -3.861123e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 129874 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 13466 members 
Mstep: Class 5 contains 71603 members 
Mstep: Class 6 contains 180775 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 156239 members 
Mstep: Class 9 contains 7447 members 
Mstep: Class 10 contains 5348 members 
Mstep: Class 11 contains 7379 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 35693 members 
Mstep: Class 15 contains 5544 members 
Mstep: Class 16 contains 27482 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 15459 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 3331 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 14930 members 
Mstep: Class 24 contains 6450 members 
Mstep: Class 25 contains 5833 members 
Entering Unmasked Estep 
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Score: -38611588.000000 Penalty: 32088.166016
Iteration 55Q: 26 clusters Score -3.861159e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 128753 members 
Mstep: Class 3 contains 4100 members 
Mstep: Class 4 contains 13166 members 
Mstep: Class 5 contains 71603 members 
Mstep: Class 6 contains 182373 members 
Mstep: Class 7 contains 6925 members 
Mstep: Class 8 contains 155964 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 5368 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13214 members 
Mstep: Class 14 contains 35688 members 
Mstep: Class 15 contains 5540 members 
Mstep: Class 16 contains 27492 members 
Mstep: Class 17 contains 1971 members 
Mstep: Class 18 contains 3574 members 
Mstep: Class 19 contains 15501 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 3401 members 
Mstep: Class 22 contains 13094 members 
Mstep: Class 23 contains 15024 members 
Mstep: Class 24 contains 6461 members 
Mstep: Class 25 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38611764.000000 Penalty: 32088.166016
Iteration 56Q: 26 clusters Score -3.861176e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 127567 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 12842 members 
Mstep: Class 5 contains 71610 members 
Mstep: Class 6 contains 184111 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 155658 members 
Mstep: Class 9 contains 7188 members 
Mstep: Class 10 contains 5375 members 
Mstep: Class 11 contains 7593 members 
Mstep: Class 12 contains 2904 members 
Mstep: Class 13 contains 13221 members 
Mstep: Class 14 contains 35680 members 
Mstep: Class 15 contains 5528 members 
Mstep: Class 16 contains 27498 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 15542 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 3444 members 
Mstep: Class 22 contains 13112 members 
Mstep: Class 23 contains 15128 members 
Mstep: Class 24 contains 6481 members 
Mstep: Class 25 contains 5830 members 
Entering Unmasked Estep 
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Score: -38611992.000000 Penalty: 32088.166016
Iteration 57Q: 26 clusters Score -3.861199e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 126330 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 12501 members 
Mstep: Class 5 contains 71611 members 
Mstep: Class 6 contains 185890 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 155366 members 
Mstep: Class 9 contains 7086 members 
Mstep: Class 10 contains 5394 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 13231 members 
Mstep: Class 14 contains 35672 members 
Mstep: Class 15 contains 5516 members 
Mstep: Class 16 contains 27505 members 
Mstep: Class 17 contains 1987 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 15573 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 3482 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 15224 members 
Mstep: Class 24 contains 6512 members 
Mstep: Class 25 contains 5828 members 
Entering Unmasked Estep 
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Score: -38612292.000000 Penalty: 32088.166016
Iteration 58Q: 26 clusters Score -3.861229e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 125034 members 
Mstep: Class 3 contains 4118 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 71605 members 
Mstep: Class 6 contains 187781 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 155047 members 
Mstep: Class 9 contains 7006 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 7807 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 13230 members 
Mstep: Class 14 contains 35663 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 16 contains 27513 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 3506 members 
Mstep: Class 22 contains 13159 members 
Mstep: Class 23 contains 15313 members 
Mstep: Class 24 contains 6538 members 
Mstep: Class 25 contains 5826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38612580.000000 Penalty: 32088.166016
Iteration 59Q: 26 clusters Score -3.861258e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 123637 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 11827 members 
Mstep: Class 5 contains 71603 members 
Mstep: Class 6 contains 189759 members 
Mstep: Class 7 contains 6341 members 
Mstep: Class 8 contains 154735 members 
Mstep: Class 9 contains 6946 members 
Mstep: Class 10 contains 5422 members 
Mstep: Class 11 contains 7896 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 35659 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 16 contains 27522 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 3492 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 3526 members 
Mstep: Class 22 contains 13167 members 
Mstep: Class 23 contains 15405 members 
Mstep: Class 24 contains 6558 members 
Mstep: Class 25 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38612720.000000 Penalty: 32088.166016
Iteration 60F: 26 clusters Score -3.861272e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 122119 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 11441 members 
Mstep: Class 5 contains 71608 members 
Mstep: Class 6 contains 191913 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 154376 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 10 contains 5438 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 13220 members 
Mstep: Class 14 contains 35651 members 
Mstep: Class 15 contains 5497 members 
Mstep: Class 16 contains 27534 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 13174 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 6577 members 
Mstep: Class 25 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 26 clusters Score -3.861315e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 120565 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 11060 members 
Mstep: Class 5 contains 71624 members 
Mstep: Class 6 contains 194098 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 154010 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 5451 members 
Mstep: Class 11 contains 8090 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 35644 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 27547 members 
Mstep: Class 17 contains 2002 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 15650 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 3817 members 
Mstep: Class 22 contains 13145 members 
Mstep: Class 23 contains 15603 members 
Mstep: Class 24 contains 6602 members 
Mstep: Class 25 contains 5809 members 
Entering Unmasked Estep 
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Iteration 62Q: 26 clusters Score -3.861353e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 118899 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 10713 members 
Mstep: Class 5 contains 71641 members 
Mstep: Class 6 contains 196404 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 153617 members 
Mstep: Class 9 contains 6460 members 
Mstep: Class 10 contains 5461 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 12 contains 2921 members 
Mstep: Class 13 contains 13208 members 
Mstep: Class 14 contains 35635 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 27547 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 3947 members 
Mstep: Class 22 contains 13108 members 
Mstep: Class 23 contains 15707 members 
Mstep: Class 24 contains 6623 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38613708.000000 Penalty: 32088.166016
Iteration 63Q: 26 clusters Score -3.861371e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 117242 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 71645 members 
Mstep: Class 6 contains 198705 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 153215 members 
Mstep: Class 9 contains 6371 members 
Mstep: Class 10 contains 5474 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 13207 members 
Mstep: Class 14 contains 35626 members 
Mstep: Class 15 contains 5498 members 
Mstep: Class 16 contains 27551 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 15690 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 4054 members 
Mstep: Class 22 contains 13056 members 
Mstep: Class 23 contains 15810 members 
Mstep: Class 24 contains 6651 members 
Mstep: Class 25 contains 5818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38613964.000000 Penalty: 32088.166016
Iteration 64Q: 26 clusters Score -3.861396e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 115554 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 9950 members 
Mstep: Class 5 contains 71648 members 
Mstep: Class 6 contains 201023 members 
Mstep: Class 7 contains 5771 members 
Mstep: Class 8 contains 152837 members 
Mstep: Class 9 contains 6300 members 
Mstep: Class 10 contains 5498 members 
Mstep: Class 11 contains 8383 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 13208 members 
Mstep: Class 14 contains 35623 members 
Mstep: Class 15 contains 5521 members 
Mstep: Class 16 contains 27557 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 15709 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 4145 members 
Mstep: Class 22 contains 13007 members 
Mstep: Class 23 contains 15936 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 5819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 26 clusters Score -3.861444e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 113837 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 9570 members 
Mstep: Class 5 contains 71659 members 
Mstep: Class 6 contains 203337 members 
Mstep: Class 7 contains 5652 members 
Mstep: Class 8 contains 152445 members 
Mstep: Class 9 contains 6259 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 13201 members 
Mstep: Class 14 contains 35620 members 
Mstep: Class 15 contains 5559 members 
Mstep: Class 16 contains 27570 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 15725 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 4208 members 
Mstep: Class 22 contains 12944 members 
Mstep: Class 23 contains 16054 members 
Mstep: Class 24 contains 6693 members 
Mstep: Class 25 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38614692.000000 Penalty: 32088.166016
Iteration 66Q: 26 clusters Score -3.861469e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 112058 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 9211 members 
Mstep: Class 5 contains 71662 members 
Mstep: Class 6 contains 205684 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 8 contains 152041 members 
Mstep: Class 9 contains 6224 members 
Mstep: Class 10 contains 5562 members 
Mstep: Class 11 contains 8609 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 35619 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 27585 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 3424 members 
Mstep: Class 19 contains 15747 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 4259 members 
Mstep: Class 22 contains 12869 members 
Mstep: Class 23 contains 16186 members 
Mstep: Class 24 contains 6715 members 
Mstep: Class 25 contains 5819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615008.000000 Penalty: 32088.166016
Iteration 67Q: 26 clusters Score -3.861501e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 110163 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 71672 members 
Mstep: Class 6 contains 208127 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 8 contains 151697 members 
Mstep: Class 9 contains 6208 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 2797 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 35612 members 
Mstep: Class 15 contains 5621 members 
Mstep: Class 16 contains 27596 members 
Mstep: Class 17 contains 2016 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 15756 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 12795 members 
Mstep: Class 23 contains 16307 members 
Mstep: Class 24 contains 6737 members 
Mstep: Class 25 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615288.000000 Penalty: 32088.166016
Iteration 68Q: 26 clusters Score -3.861529e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 108217 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 8510 members 
Mstep: Class 5 contains 71681 members 
Mstep: Class 6 contains 210665 members 
Mstep: Class 7 contains 5265 members 
Mstep: Class 8 contains 151333 members 
Mstep: Class 9 contains 6185 members 
Mstep: Class 10 contains 5626 members 
Mstep: Class 11 contains 8872 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 13176 members 
Mstep: Class 14 contains 35608 members 
Mstep: Class 15 contains 5659 members 
Mstep: Class 16 contains 27604 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 15764 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 4337 members 
Mstep: Class 22 contains 12697 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 6773 members 
Mstep: Class 25 contains 5814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615572.000000 Penalty: 32088.166016
Iteration 69Q: 26 clusters Score -3.861557e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 106239 members 
Mstep: Class 3 contains 4185 members 
Mstep: Class 4 contains 8155 members 
Mstep: Class 5 contains 71674 members 
Mstep: Class 6 contains 213238 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 150975 members 
Mstep: Class 9 contains 6173 members 
Mstep: Class 10 contains 5663 members 
Mstep: Class 11 contains 9010 members 
Mstep: Class 12 contains 2761 members 
Mstep: Class 13 contains 13169 members 
Mstep: Class 14 contains 35601 members 
Mstep: Class 15 contains 5695 members 
Mstep: Class 16 contains 27610 members 
Mstep: Class 17 contains 2019 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 15771 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 4364 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 16537 members 
Mstep: Class 24 contains 6818 members 
Mstep: Class 25 contains 5814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615764.000000 Penalty: 32088.166016
Iteration 70Q: 26 clusters Score -3.861576e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 104204 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 7803 members 
Mstep: Class 5 contains 71679 members 
Mstep: Class 6 contains 215859 members 
Mstep: Class 7 contains 4996 members 
Mstep: Class 8 contains 150545 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 5700 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 2747 members 
Mstep: Class 13 contains 13163 members 
Mstep: Class 14 contains 35593 members 
Mstep: Class 15 contains 5755 members 
Mstep: Class 16 contains 27620 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 15777 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 12474 members 
Mstep: Class 23 contains 16661 members 
Mstep: Class 24 contains 6857 members 
Mstep: Class 25 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616044.000000 Penalty: 32088.166016
Iteration 71Q: 26 clusters Score -3.861604e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 102154 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 7447 members 
Mstep: Class 5 contains 71691 members 
Mstep: Class 6 contains 218581 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 150099 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 5745 members 
Mstep: Class 11 contains 9280 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 13157 members 
Mstep: Class 14 contains 35584 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 27623 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 15783 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 4416 members 
Mstep: Class 22 contains 12342 members 
Mstep: Class 23 contains 16751 members 
Mstep: Class 24 contains 6911 members 
Mstep: Class 25 contains 5815 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 26 clusters Score -3.861636e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 100191 members 
Mstep: Class 3 contains 4202 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 71720 members 
Mstep: Class 6 contains 221238 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 149646 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 5788 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 13155 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 5915 members 
Mstep: Class 16 contains 27628 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 3392 members 
Mstep: Class 19 contains 15793 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 12222 members 
Mstep: Class 23 contains 16860 members 
Mstep: Class 24 contains 6946 members 
Mstep: Class 25 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 26 clusters Score -3.861685e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 98282 members 
Mstep: Class 3 contains 4213 members 
Mstep: Class 4 contains 6687 members 
Mstep: Class 5 contains 71745 members 
Mstep: Class 6 contains 223803 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 149199 members 
Mstep: Class 9 contains 6115 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 9541 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 13152 members 
Mstep: Class 14 contains 35553 members 
Mstep: Class 15 contains 5971 members 
Mstep: Class 16 contains 27641 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 3384 members 
Mstep: Class 19 contains 15798 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 12090 members 
Mstep: Class 23 contains 16974 members 
Mstep: Class 24 contains 6996 members 
Mstep: Class 25 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 26 clusters Score -3.861726e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 96256 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 71779 members 
Mstep: Class 6 contains 226442 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 148745 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 10 contains 5906 members 
Mstep: Class 11 contains 9682 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 35540 members 
Mstep: Class 15 contains 6040 members 
Mstep: Class 16 contains 27645 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 15803 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 17097 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617788.000000 Penalty: 32088.166016
Iteration 75Q: 26 clusters Score -3.861779e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 94359 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 71830 members 
Mstep: Class 6 contains 228937 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 148296 members 
Mstep: Class 9 contains 6098 members 
Mstep: Class 10 contains 5966 members 
Mstep: Class 11 contains 9818 members 
Mstep: Class 12 contains 2694 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 35511 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 27654 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 3368 members 
Mstep: Class 19 contains 15807 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 11752 members 
Mstep: Class 23 contains 17233 members 
Mstep: Class 24 contains 7085 members 
Mstep: Class 25 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618032.000000 Penalty: 32088.166016
Iteration 76Q: 26 clusters Score -3.861803e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 92457 members 
Mstep: Class 3 contains 4235 members 
Mstep: Class 4 contains 5717 members 
Mstep: Class 5 contains 71883 members 
Mstep: Class 6 contains 231410 members 
Mstep: Class 7 contains 4186 members 
Mstep: Class 8 contains 147835 members 
Mstep: Class 9 contains 6098 members 
Mstep: Class 10 contains 6017 members 
Mstep: Class 11 contains 9939 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 13124 members 
Mstep: Class 14 contains 35478 members 
Mstep: Class 15 contains 6173 members 
Mstep: Class 16 contains 27656 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 15806 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 4501 members 
Mstep: Class 22 contains 11584 members 
Mstep: Class 23 contains 17368 members 
Mstep: Class 24 contains 7135 members 
Mstep: Class 25 contains 5830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618544.000000 Penalty: 32088.166016
Iteration 77Q: 26 clusters Score -3.861854e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 90497 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 5 contains 71946 members 
Mstep: Class 6 contains 233911 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 147356 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 6069 members 
Mstep: Class 11 contains 10072 members 
Mstep: Class 12 contains 2683 members 
Mstep: Class 13 contains 13108 members 
Mstep: Class 14 contains 35460 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 27655 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 19 contains 15806 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 4507 members 
Mstep: Class 22 contains 11407 members 
Mstep: Class 23 contains 17504 members 
Mstep: Class 24 contains 7189 members 
Mstep: Class 25 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618768.000000 Penalty: 32088.166016
Iteration 78Q: 26 clusters Score -3.861877e+07 nChanged 3769
Entering ConstructFrom: 
Score: -38618768.000000 Penalty: 32088.166016
Entering ConstructFrom: 
Trying to split cluster 1 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -131514.703125 Penalty: 744.754944
	Iteration 0F: 2 clusters Score -131514.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -129460.445312 Penalty: 1489.509888
	Iteration 0F: 3 clusters Score -129460.4 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -130037.750000 Penalty: 1489.509888
	Iteration 1F: 3 clusters Score -130037.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -130140.101562 Penalty: 1489.509888
	Iteration 2F: 3 clusters Score -130140.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -130219.187500 Penalty: 1489.509888
	Iteration 3F: 3 clusters Score -130219.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -130276.656250 Penalty: 1489.509888
	Iteration 4Q: 3 clusters Score -130276.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -130331.515625 Penalty: 1489.509888
	Iteration 5Q: 3 clusters Score -130331.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -130374.906250 Penalty: 1489.509888
	Iteration 6Q: 3 clusters Score -130374.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -130410.539062 Penalty: 1489.509888
	Iteration 7Q: 3 clusters Score -130410.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -130436.078125 Penalty: 1489.509888
	Iteration 8Q: 3 clusters Score -130436.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -130459.593750 Penalty: 1489.509888
	Iteration 9Q: 3 clusters Score -130459.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -130479.937500 Penalty: 1489.509888
	Iteration 10Q: 3 clusters Score -130479.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -130502.078125 Penalty: 1489.509888
	Iteration 11Q: 3 clusters Score -130502.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -130520.531250 Penalty: 1489.509888
	Iteration 12Q: 3 clusters Score -130520.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -130538.609375 Penalty: 1489.509888
	Iteration 13Q: 3 clusters Score -130538.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -130553.742188 Penalty: 1489.509888
	Iteration 14Q: 3 clusters Score -130553.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -130582.304688 Penalty: 1489.509888
	Iteration 15Q: 3 clusters Score -130582.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -130609.484375 Penalty: 1489.509888
	Iteration 16Q: 3 clusters Score -130609.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -130635.359375 Penalty: 1489.509888
	Iteration 17Q: 3 clusters Score -130635.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -130663.132812 Penalty: 1489.509888
	Iteration 18Q: 3 clusters Score -130663.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -130689.078125 Penalty: 1489.509888
	Iteration 19Q: 3 clusters Score -130689.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -130705.945312 Penalty: 1489.509888
	Iteration 20F: 3 clusters Score -130705.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -130715.445312 Penalty: 1489.509888
	Iteration 21Q: 3 clusters Score -130715.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -130726.382812 Penalty: 1489.509888
	Iteration 22Q: 3 clusters Score -130726.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -130738.453125 Penalty: 1489.509888
	Iteration 23Q: 3 clusters Score -130738.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -130748.726562 Penalty: 1489.509888
	Iteration 24Q: 3 clusters Score -130748.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -130758.648438 Penalty: 1489.509888
	Iteration 25Q: 3 clusters Score -130758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -130764.617188 Penalty: 1489.509888
	Iteration 26Q: 3 clusters Score -130764.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -130772.648438 Penalty: 1489.509888
	Iteration 27Q: 3 clusters Score -130772.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -130784.195312 Penalty: 1489.509888
	Iteration 28Q: 3 clusters Score -130784.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -130793.710938 Penalty: 1489.509888
	Iteration 29Q: 3 clusters Score -130793.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -130802.289062 Penalty: 1489.509888
	Iteration 30Q: 3 clusters Score -130802.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -130808.257812 Penalty: 1489.509888
	Iteration 31Q: 3 clusters Score -130808.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -130813.617188 Penalty: 1489.509888
	Iteration 32Q: 3 clusters Score -130813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -130817.906250 Penalty: 1489.509888
	Iteration 33Q: 3 clusters Score -130817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -130825.273438 Penalty: 1489.509888
	Iteration 34Q: 3 clusters Score -130825.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -130829.687500 Penalty: 1489.509888
	Iteration 35Q: 3 clusters Score -130829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -130833.359375 Penalty: 1489.509888
	Iteration 36Q: 3 clusters Score -130833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -130836.921875 Penalty: 1489.509888
	Iteration 37Q: 3 clusters Score -130836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -130838.445312 Penalty: 1489.509888
	Iteration 38Q: 3 clusters Score -130838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -130839.109375 Penalty: 1489.509888
	Iteration 39Q: 3 clusters Score -130839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -130840.500000 Penalty: 1489.509888
	Iteration 40F: 3 clusters Score -130840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -130841.609375 Penalty: 1489.509888
	Iteration 41Q: 3 clusters Score -130841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -130842.703125 Penalty: 1489.509888
	Iteration 42Q: 3 clusters Score -130842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -130843.929688 Penalty: 1489.509888
	Iteration 43Q: 3 clusters Score -130843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -130845.484375 Penalty: 1489.509888
	Iteration 44Q: 3 clusters Score -130845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -130846.515625 Penalty: 1489.509888
	Iteration 45Q: 3 clusters Score -130846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -130851.312500 Penalty: 1489.509888
	Iteration 46Q: 3 clusters Score -130851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -130858.382812 Penalty: 1489.509888
	Iteration 47Q: 3 clusters Score -130858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -130861.523438 Penalty: 1489.509888
	Iteration 48Q: 3 clusters Score -130861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -130865.968750 Penalty: 1489.509888
	Iteration 49Q: 3 clusters Score -130866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -130867.804688 Penalty: 1489.509888
	Iteration 50Q: 3 clusters Score -130867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -130869.445312 Penalty: 1489.509888
	Iteration 51Q: 3 clusters Score -130869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -130870.210938 Penalty: 1489.509888
	Iteration 52Q: 3 clusters Score -130870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -130871.242188 Penalty: 1489.509888
	Iteration 53Q: 3 clusters Score -130871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -130871.765625 Penalty: 1489.509888
	Iteration 54Q: 3 clusters Score -130871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -130873.250000 Penalty: 1489.509888
	Iteration 55Q: 3 clusters Score -130873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -130874.898438 Penalty: 1489.509888
	Iteration 56Q: 3 clusters Score -130874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -130875.617188 Penalty: 1489.509888
	Iteration 57Q: 3 clusters Score -130875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -130876.437500 Penalty: 1489.509888
	Iteration 58Q: 3 clusters Score -130876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -130876.437500 Penalty: 1489.509888
	Iteration 59F: 3 clusters Score -130876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (88593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Entering Unmasked Estep 
Score: -5274989.500000 Penalty: 1082.221802
	Iteration 0F: 2 clusters Score -5274990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -5215602.500000 Penalty: 2164.443604
	Iteration 0F: 3 clusters Score -5215602 nChanged 42691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -5241103.000000 Penalty: 2164.443604
	Iteration 1F: 3 clusters Score -5241103 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5241784.000000 Penalty: 2164.443604
	Iteration 2Q: 3 clusters Score -5241784 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5242610.000000 Penalty: 2164.443604
	Iteration 3Q: 3 clusters Score -5242610 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -5244011.500000 Penalty: 2164.443604
	Iteration 4Q: 3 clusters Score -5244012 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5246291.500000 Penalty: 2164.443604
	Iteration 5Q: 3 clusters Score -5246292 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -5249890.000000 Penalty: 2164.443604
	Iteration 6F: 3 clusters Score -5249890 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -5254431.000000 Penalty: 2164.443604
	Iteration 7F: 3 clusters Score -5254431 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -5258353.000000 Penalty: 2164.443604
	Iteration 8F: 3 clusters Score -5258353 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -5260422.000000 Penalty: 2164.443604
	Iteration 9Q: 3 clusters Score -5260422 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5261349.500000 Penalty: 2164.443604
	Iteration 10Q: 3 clusters Score -5261350 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -5261912.000000 Penalty: 2164.443604
	Iteration 11Q: 3 clusters Score -5261912 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -5262537.500000 Penalty: 2164.443604
	Iteration 12Q: 3 clusters Score -5262538 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -5263217.000000 Penalty: 2164.443604
	Iteration 13Q: 3 clusters Score -5263217 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5263916.500000 Penalty: 2164.443604
	Iteration 14Q: 3 clusters Score -5263916 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5264760.000000 Penalty: 2164.443604
	Iteration 15Q: 3 clusters Score -5264760 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5265672.500000 Penalty: 2164.443604
	Iteration 16Q: 3 clusters Score -5265672 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -5266616.500000 Penalty: 2164.443604
	Iteration 17Q: 3 clusters Score -5266616 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -5267668.500000 Penalty: 2164.443604
	Iteration 18Q: 3 clusters Score -5267668 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -5268687.500000 Penalty: 2164.443604
	Iteration 19Q: 3 clusters Score -5268688 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -5269715.000000 Penalty: 2164.443604
	Iteration 20F: 3 clusters Score -5269715 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5270712.000000 Penalty: 2164.443604
	Iteration 21Q: 3 clusters Score -5270712 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5271582.000000 Penalty: 2164.443604
	Iteration 22Q: 3 clusters Score -5271582 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5272301.500000 Penalty: 2164.443604
	Iteration 23Q: 3 clusters Score -5272302 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5272869.000000 Penalty: 2164.443604
	Iteration 24Q: 3 clusters Score -5272869 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5273299.000000 Penalty: 2164.443604
	Iteration 25Q: 3 clusters Score -5273299 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5273598.000000 Penalty: 2164.443604
	Iteration 26Q: 3 clusters Score -5273598 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88190 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5273773.500000 Penalty: 2164.443604
	Iteration 27Q: 3 clusters Score -5273774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5273884.000000 Penalty: 2164.443604
	Iteration 28Q: 3 clusters Score -5273884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5273935.500000 Penalty: 2164.443604
	Iteration 29Q: 3 clusters Score -5273936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5273964.500000 Penalty: 2164.443604
	Iteration 30Q: 3 clusters Score -5273964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5273985.000000 Penalty: 2164.443604
	Iteration 31Q: 3 clusters Score -5273985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5274009.500000 Penalty: 2164.443604
	Iteration 32Q: 3 clusters Score -5274010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5274017.500000 Penalty: 2164.443604
	Iteration 33Q: 3 clusters Score -5274018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5274024.000000 Penalty: 2164.443604
	Iteration 34Q: 3 clusters Score -5274024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5274035.000000 Penalty: 2164.443604
	Iteration 35Q: 3 clusters Score -5274035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5274036.500000 Penalty: 2164.443604
	Iteration 36Q: 3 clusters Score -5274036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5274040.000000 Penalty: 2164.443604
	Iteration 37Q: 3 clusters Score -5274040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5274040.000000 Penalty: 2164.443604
	Iteration 38F: 3 clusters Score -5274040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Entering Unmasked Estep 
Score: -256011.828125 Penalty: 793.604614
	Iteration 0F: 2 clusters Score -256011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -252885.000000 Penalty: 1587.209229
	Iteration 0F: 3 clusters Score -252885 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -253861.750000 Penalty: 1587.209229
	Iteration 1F: 3 clusters Score -253861.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -253979.281250 Penalty: 1587.209229
	Iteration 2F: 3 clusters Score -253979.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -254065.406250 Penalty: 1587.209229
	Iteration 3Q: 3 clusters Score -254065.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -254145.687500 Penalty: 1587.209229
	Iteration 4Q: 3 clusters Score -254145.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -254229.281250 Penalty: 1587.209229
	Iteration 5Q: 3 clusters Score -254229.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -254333.296875 Penalty: 1587.209229
	Iteration 6Q: 3 clusters Score -254333.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -254459.281250 Penalty: 1587.209229
	Iteration 7Q: 3 clusters Score -254459.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -254605.515625 Penalty: 1587.209229
	Iteration 8Q: 3 clusters Score -254605.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -254755.578125 Penalty: 1587.209229
	Iteration 9Q: 3 clusters Score -254755.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -254892.453125 Penalty: 1587.209229
	Iteration 10Q: 3 clusters Score -254892.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -255017.203125 Penalty: 1587.209229
	Iteration 11Q: 3 clusters Score -255017.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -255102.390625 Penalty: 1587.209229
	Iteration 12Q: 3 clusters Score -255102.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -255169.359375 Penalty: 1587.209229
	Iteration 13Q: 3 clusters Score -255169.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -255220.531250 Penalty: 1587.209229
	Iteration 14Q: 3 clusters Score -255220.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -255250.593750 Penalty: 1587.209229
	Iteration 15Q: 3 clusters Score -255250.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -255267.093750 Penalty: 1587.209229
	Iteration 16Q: 3 clusters Score -255267.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -255277.437500 Penalty: 1587.209229
	Iteration 17Q: 3 clusters Score -255277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -255286.234375 Penalty: 1587.209229
	Iteration 18Q: 3 clusters Score -255286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -255296.906250 Penalty: 1587.209229
	Iteration 19Q: 3 clusters Score -255296.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -255301.125000 Penalty: 1587.209229
	Iteration 20F: 3 clusters Score -255301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -255305.718750 Penalty: 1587.209229
	Iteration 21Q: 3 clusters Score -255305.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -255308.765625 Penalty: 1587.209229
	Iteration 22Q: 3 clusters Score -255308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -255311.640625 Penalty: 1587.209229
	Iteration 23Q: 3 clusters Score -255311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -255313.500000 Penalty: 1587.209229
	Iteration 24Q: 3 clusters Score -255313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -255314.562500 Penalty: 1587.209229
	Iteration 25Q: 3 clusters Score -255314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -255315.406250 Penalty: 1587.209229
	Iteration 26Q: 3 clusters Score -255315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -255315.406250 Penalty: 1587.209229
	Iteration 27F: 3 clusters Score -255315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Entering Unmasked Estep 
Score: -322946.875000 Penalty: 811.959900
	Iteration 0F: 2 clusters Score -322946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -319203.375000 Penalty: 1623.919800
	Iteration 0F: 3 clusters Score -319203.4 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -320384.437500 Penalty: 1623.919800
	Iteration 1F: 3 clusters Score -320384.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -320494.812500 Penalty: 1623.919800
	Iteration 2F: 3 clusters Score -320494.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -320602.562500 Penalty: 1623.919800
	Iteration 3Q: 3 clusters Score -320602.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -320695.062500 Penalty: 1623.919800
	Iteration 4Q: 3 clusters Score -320695.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -320762.312500 Penalty: 1623.919800
	Iteration 5Q: 3 clusters Score -320762.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -320847.562500 Penalty: 1623.919800
	Iteration 6Q: 3 clusters Score -320847.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -320960.437500 Penalty: 1623.919800
	Iteration 7Q: 3 clusters Score -320960.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -321113.937500 Penalty: 1623.919800
	Iteration 8Q: 3 clusters Score -321113.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -321351.750000 Penalty: 1623.919800
	Iteration 9F: 3 clusters Score -321351.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -321646.000000 Penalty: 1623.919800
	Iteration 10F: 3 clusters Score -321646 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -321857.312500 Penalty: 1623.919800
	Iteration 11Q: 3 clusters Score -321857.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -322009.437500 Penalty: 1623.919800
	Iteration 12Q: 3 clusters Score -322009.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -322104.250000 Penalty: 1623.919800
	Iteration 13Q: 3 clusters Score -322104.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -322162.343750 Penalty: 1623.919800
	Iteration 14Q: 3 clusters Score -322162.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -322197.093750 Penalty: 1623.919800
	Iteration 15Q: 3 clusters Score -322197.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -322216.625000 Penalty: 1623.919800
	Iteration 16Q: 3 clusters Score -322216.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -322226.218750 Penalty: 1623.919800
	Iteration 17Q: 3 clusters Score -322226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -322230.593750 Penalty: 1623.919800
	Iteration 18Q: 3 clusters Score -322230.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -322233.093750 Penalty: 1623.919800
	Iteration 19Q: 3 clusters Score -322233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -322234.718750 Penalty: 1623.919800
	Iteration 20F: 3 clusters Score -322234.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -322235.562500 Penalty: 1623.919800
	Iteration 21Q: 3 clusters Score -322235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -322235.562500 Penalty: 1623.919800
	Iteration 22F: 3 clusters Score -322235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Entering Unmasked Estep 
Score: -3910974.500000 Penalty: 1062.542480
	Iteration 0F: 2 clusters Score -3910974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -3862899.000000 Penalty: 2125.084961
	Iteration 0F: 3 clusters Score -3862899 nChanged 34585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -3883608.750000 Penalty: 2125.084961
	Iteration 1F: 3 clusters Score -3883609 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -3885178.750000 Penalty: 2125.084961
	Iteration 2Q: 3 clusters Score -3885179 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3887341.000000 Penalty: 2125.084961
	Iteration 3F: 3 clusters Score -3887341 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3889880.750000 Penalty: 2125.084961
	Iteration 4F: 3 clusters Score -3889881 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3892270.750000 Penalty: 2125.084961
	Iteration 5F: 3 clusters Score -3892271 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3894400.250000 Penalty: 2125.084961
	Iteration 6F: 3 clusters Score -3894400 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3896346.500000 Penalty: 2125.084961
	Iteration 7F: 3 clusters Score -3896346 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3898269.250000 Penalty: 2125.084961
	Iteration 8Q: 3 clusters Score -3898269 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3900420.000000 Penalty: 2125.084961
	Iteration 9Q: 3 clusters Score -3900420 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3902831.250000 Penalty: 2125.084961
	Iteration 10Q: 3 clusters Score -3902831 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3905215.500000 Penalty: 2125.084961
	Iteration 11Q: 3 clusters Score -3905216 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3907149.500000 Penalty: 2125.084961
	Iteration 12Q: 3 clusters Score -3907150 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3908456.250000 Penalty: 2125.084961
	Iteration 13Q: 3 clusters Score -3908456 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3909229.500000 Penalty: 2125.084961
	Iteration 14Q: 3 clusters Score -3909230 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3909658.500000 Penalty: 2125.084961
	Iteration 15Q: 3 clusters Score -3909658 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3909921.750000 Penalty: 2125.084961
	Iteration 16Q: 3 clusters Score -3909922 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3910067.000000 Penalty: 2125.084961
	Iteration 17Q: 3 clusters Score -3910067 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3910206.000000 Penalty: 2125.084961
	Iteration 18Q: 3 clusters Score -3910206 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3910311.500000 Penalty: 2125.084961
	Iteration 19Q: 3 clusters Score -3910312 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3910370.250000 Penalty: 2125.084961
	Iteration 20F: 3 clusters Score -3910370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3910401.000000 Penalty: 2125.084961
	Iteration 21Q: 3 clusters Score -3910401 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3910423.250000 Penalty: 2125.084961
	Iteration 22Q: 3 clusters Score -3910423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3910440.250000 Penalty: 2125.084961
	Iteration 23Q: 3 clusters Score -3910440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3910461.750000 Penalty: 2125.084961
	Iteration 24Q: 3 clusters Score -3910462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3910480.750000 Penalty: 2125.084961
	Iteration 25Q: 3 clusters Score -3910481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3910494.250000 Penalty: 2125.084961
	Iteration 26Q: 3 clusters Score -3910494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3910512.250000 Penalty: 2125.084961
	Iteration 27Q: 3 clusters Score -3910512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3910533.750000 Penalty: 2125.084961
	Iteration 28Q: 3 clusters Score -3910534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3910556.000000 Penalty: 2125.084961
	Iteration 29Q: 3 clusters Score -3910556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3910575.750000 Penalty: 2125.084961
	Iteration 30Q: 3 clusters Score -3910576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3910589.250000 Penalty: 2125.084961
	Iteration 31Q: 3 clusters Score -3910589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3910599.000000 Penalty: 2125.084961
	Iteration 32Q: 3 clusters Score -3910599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3910607.500000 Penalty: 2125.084961
	Iteration 33Q: 3 clusters Score -3910608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3910618.250000 Penalty: 2125.084961
	Iteration 34Q: 3 clusters Score -3910618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3910623.250000 Penalty: 2125.084961
	Iteration 35Q: 3 clusters Score -3910623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3910639.500000 Penalty: 2125.084961
	Iteration 36Q: 3 clusters Score -3910640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3910651.000000 Penalty: 2125.084961
	Iteration 37Q: 3 clusters Score -3910651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3910659.750000 Penalty: 2125.084961
	Iteration 38Q: 3 clusters Score -3910660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3910668.000000 Penalty: 2125.084961
	Iteration 39Q: 3 clusters Score -3910668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3910665.000000 Penalty: 2125.084961
	Iteration 40F: 3 clusters Score -3910665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3910676.500000 Penalty: 2125.084961
	Iteration 41Q: 3 clusters Score -3910676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3910679.000000 Penalty: 2125.084961
	Iteration 42Q: 3 clusters Score -3910679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3910689.000000 Penalty: 2125.084961
	Iteration 43Q: 3 clusters Score -3910689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3910690.750000 Penalty: 2125.084961
	Iteration 44Q: 3 clusters Score -3910691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3910707.750000 Penalty: 2125.084961
	Iteration 45Q: 3 clusters Score -3910708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3910716.750000 Penalty: 2125.084961
	Iteration 46Q: 3 clusters Score -3910717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3910714.250000 Penalty: 2125.084961
	Iteration 47Q: 3 clusters Score -3910714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3910714.750000 Penalty: 2125.084961
	Iteration 48Q: 3 clusters Score -3910715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3910715.250000 Penalty: 2125.084961
	Iteration 49Q: 3 clusters Score -3910715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71191 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3910710.750000 Penalty: 2125.084961
	Iteration 50Q: 3 clusters Score -3910711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3910714.500000 Penalty: 2125.084961
	Iteration 51Q: 3 clusters Score -3910714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3910716.000000 Penalty: 2125.084961
	Iteration 52Q: 3 clusters Score -3910716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3910717.250000 Penalty: 2125.084961
	Iteration 53Q: 3 clusters Score -3910717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3910715.250000 Penalty: 2125.084961
	Iteration 54Q: 3 clusters Score -3910715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3910712.000000 Penalty: 2125.084961
	Iteration 55Q: 3 clusters Score -3910712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3910717.000000 Penalty: 2125.084961
	Iteration 56Q: 3 clusters Score -3910717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3910716.250000 Penalty: 2125.084961
	Iteration 57Q: 3 clusters Score -3910716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3910716.250000 Penalty: 2125.084961
	Iteration 58F: 3 clusters Score -3910716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (236362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236362 members 
Entering Unmasked Estep 
Score: -12627380.000000 Penalty: 1175.446289
	Iteration 0F: 2 clusters Score -1.262738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118372 members 
Mstep: Class 2 contains 117990 members 
Entering Unmasked Estep 
Score: -12468789.000000 Penalty: 2350.892578
	Iteration 0F: 3 clusters Score -1.246879e+07 nChanged 115568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124454 members 
Mstep: Class 2 contains 111908 members 
Entering Unmasked Estep 
Score: -12539827.000000 Penalty: 2350.892578
	Iteration 1F: 3 clusters Score -1.253983e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128319 members 
Mstep: Class 2 contains 108043 members 
Entering Unmasked Estep 
Score: -12542956.000000 Penalty: 2350.892578
	Iteration 2Q: 3 clusters Score -1.254296e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134410 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -12547540.000000 Penalty: 2350.892578
	Iteration 3Q: 3 clusters Score -1.254754e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143399 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -12554614.000000 Penalty: 2350.892578
	Iteration 4F: 3 clusters Score -1.255461e+07 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155379 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -12564784.000000 Penalty: 2350.892578
	Iteration 5F: 3 clusters Score -1.256478e+07 nChanged 16577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168988 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -12577946.000000 Penalty: 2350.892578
	Iteration 6F: 3 clusters Score -1.257795e+07 nChanged 15025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181763 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -12590555.000000 Penalty: 2350.892578
	Iteration 7F: 3 clusters Score -1.259056e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191674 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -12600641.000000 Penalty: 2350.892578
	Iteration 8Q: 3 clusters Score -1.260064e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198977 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -12606632.000000 Penalty: 2350.892578
	Iteration 9Q: 3 clusters Score -1.260663e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204931 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -12610502.000000 Penalty: 2350.892578
	Iteration 10Q: 3 clusters Score -1.26105e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210112 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -12613388.000000 Penalty: 2350.892578
	Iteration 11Q: 3 clusters Score -1.261339e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214735 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -12616092.000000 Penalty: 2350.892578
	Iteration 12Q: 3 clusters Score -1.261609e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218995 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -12618625.000000 Penalty: 2350.892578
	Iteration 13Q: 3 clusters Score -1.261862e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222747 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -12620865.000000 Penalty: 2350.892578
	Iteration 14Q: 3 clusters Score -1.262086e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225901 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -12622888.000000 Penalty: 2350.892578
	Iteration 15Q: 3 clusters Score -1.262289e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228433 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -12624458.000000 Penalty: 2350.892578
	Iteration 16Q: 3 clusters Score -1.262446e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230294 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -12625559.000000 Penalty: 2350.892578
	Iteration 17Q: 3 clusters Score -1.262556e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231581 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -12626201.000000 Penalty: 2350.892578
	Iteration 18Q: 3 clusters Score -1.26262e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232443 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -12626745.000000 Penalty: 2350.892578
	Iteration 19Q: 3 clusters Score -1.262674e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232982 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -12626975.000000 Penalty: 2350.892578
	Iteration 20F: 3 clusters Score -1.262698e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233355 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -12627141.000000 Penalty: 2350.892578
	Iteration 21Q: 3 clusters Score -1.262714e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233592 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -12627216.000000 Penalty: 2350.892578
	Iteration 22Q: 3 clusters Score -1.262722e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233766 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -12627254.000000 Penalty: 2350.892578
	Iteration 23Q: 3 clusters Score -1.262725e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233883 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -12627298.000000 Penalty: 2350.892578
	Iteration 24Q: 3 clusters Score -1.26273e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233988 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -12627316.000000 Penalty: 2350.892578
	Iteration 25Q: 3 clusters Score -1.262732e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234061 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -12627345.000000 Penalty: 2350.892578
	Iteration 26Q: 3 clusters Score -1.262734e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234115 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -12627341.000000 Penalty: 2350.892578
	Iteration 27Q: 3 clusters Score -1.262734e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234167 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -12627342.000000 Penalty: 2350.892578
	Iteration 28Q: 3 clusters Score -1.262734e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234207 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -12627371.000000 Penalty: 2350.892578
	Iteration 29Q: 3 clusters Score -1.262737e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234251 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -12627381.000000 Penalty: 2350.892578
	Iteration 30Q: 3 clusters Score -1.262738e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234298 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -12627422.000000 Penalty: 2350.892578
	Iteration 31Q: 3 clusters Score -1.262742e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234328 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -12627494.000000 Penalty: 2350.892578
	Iteration 32Q: 3 clusters Score -1.262749e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234361 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -12627597.000000 Penalty: 2350.892578
	Iteration 33Q: 3 clusters Score -1.26276e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234387 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12627776.000000 Penalty: 2350.892578
	Iteration 34Q: 3 clusters Score -1.262778e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234360 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -12627925.000000 Penalty: 2350.892578
	Iteration 35Q: 3 clusters Score -1.262792e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234294 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -12628015.000000 Penalty: 2350.892578
	Iteration 36Q: 3 clusters Score -1.262802e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234238 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -12628080.000000 Penalty: 2350.892578
	Iteration 37Q: 3 clusters Score -1.262808e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234195 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -12628112.000000 Penalty: 2350.892578
	Iteration 38Q: 3 clusters Score -1.262811e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234164 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -12628144.000000 Penalty: 2350.892578
	Iteration 39Q: 3 clusters Score -1.262814e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234137 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12628133.000000 Penalty: 2350.892578
	Iteration 40F: 3 clusters Score -1.262813e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234117 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -12628139.000000 Penalty: 2350.892578
	Iteration 41Q: 3 clusters Score -1.262814e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234089 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12628148.000000 Penalty: 2350.892578
	Iteration 42Q: 3 clusters Score -1.262815e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234073 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -12628148.000000 Penalty: 2350.892578
	Iteration 43Q: 3 clusters Score -1.262815e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234072 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -12628159.000000 Penalty: 2350.892578
	Iteration 44Q: 3 clusters Score -1.262816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234070 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -12628145.000000 Penalty: 2350.892578
	Iteration 45Q: 3 clusters Score -1.262814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234060 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -12628151.000000 Penalty: 2350.892578
	Iteration 46Q: 3 clusters Score -1.262815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234054 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -12628151.000000 Penalty: 2350.892578
	Iteration 47Q: 3 clusters Score -1.262815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234045 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -12628151.000000 Penalty: 2350.892578
	Iteration 48Q: 3 clusters Score -1.262815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234038 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12628152.000000 Penalty: 2350.892578
	Iteration 49Q: 3 clusters Score -1.262815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234038 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12628154.000000 Penalty: 2350.892578
	Iteration 50Q: 3 clusters Score -1.262815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234038 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12628157.000000 Penalty: 2350.892578
	Iteration 51Q: 3 clusters Score -1.262816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234038 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12628155.000000 Penalty: 2350.892578
	Iteration 52Q: 3 clusters Score -1.262816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234035 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12628152.000000 Penalty: 2350.892578
	Iteration 53Q: 3 clusters Score -1.262815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234035 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12628155.000000 Penalty: 2350.892578
	Iteration 54Q: 3 clusters Score -1.262816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234035 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12628155.000000 Penalty: 2350.892578
	Iteration 55F: 3 clusters Score -1.262816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 88593 members 
Mstep: Class 3 contains 4246 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 72017 members 
Mstep: Class 6 contains 234035 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 146878 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 6117 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 13096 members 
Mstep: Class 14 contains 35444 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 27647 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 15807 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 11231 members 
Mstep: Class 23 contains 17635 members 
Mstep: Class 24 contains 7235 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 2327 members 
Entering Unmasked Estep 
Score: -38619428.000000 Penalty: 33371.695312
Splitting cluster 6 changes total score from -38618768.000000 to -38619428.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -242675.250000 Penalty: 788.100830
	Iteration 0F: 2 clusters Score -242675.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -239666.531250 Penalty: 1576.201660
	Iteration 0F: 3 clusters Score -239666.5 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -240505.406250 Penalty: 1576.201660
	Iteration 1F: 3 clusters Score -240505.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -240626.671875 Penalty: 1576.201660
	Iteration 2F: 3 clusters Score -240626.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -240741.484375 Penalty: 1576.201660
	Iteration 3F: 3 clusters Score -240741.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -240856.765625 Penalty: 1576.201660
	Iteration 4F: 3 clusters Score -240856.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -240976.312500 Penalty: 1576.201660
	Iteration 5Q: 3 clusters Score -240976.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241138.562500 Penalty: 1576.201660
	Iteration 6F: 3 clusters Score -241138.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -241330.218750 Penalty: 1576.201660
	Iteration 7F: 3 clusters Score -241330.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -241501.750000 Penalty: 1576.201660
	Iteration 8Q: 3 clusters Score -241501.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -241674.156250 Penalty: 1576.201660
	Iteration 9Q: 3 clusters Score -241674.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -241815.859375 Penalty: 1576.201660
	Iteration 10Q: 3 clusters Score -241815.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -241883.718750 Penalty: 1576.201660
	Iteration 11Q: 3 clusters Score -241883.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -241924.390625 Penalty: 1576.201660
	Iteration 12Q: 3 clusters Score -241924.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -241953.812500 Penalty: 1576.201660
	Iteration 13Q: 3 clusters Score -241953.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -241967.515625 Penalty: 1576.201660
	Iteration 14Q: 3 clusters Score -241967.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -241974.375000 Penalty: 1576.201660
	Iteration 15Q: 3 clusters Score -241974.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -241981.109375 Penalty: 1576.201660
	Iteration 16Q: 3 clusters Score -241981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -241986.687500 Penalty: 1576.201660
	Iteration 17Q: 3 clusters Score -241986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -241990.468750 Penalty: 1576.201660
	Iteration 18Q: 3 clusters Score -241990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -241992.390625 Penalty: 1576.201660
	Iteration 19Q: 3 clusters Score -241992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -241993.343750 Penalty: 1576.201660
	Iteration 20F: 3 clusters Score -241993.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146878 members 
Entering Unmasked Estep 
Score: -7980955.000000 Penalty: 1130.249023
	Iteration 0F: 2 clusters Score -7980955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -7881976.000000 Penalty: 2260.498047
	Iteration 0F: 3 clusters Score -7881976 nChanged 71472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -7925448.500000 Penalty: 2260.498047
	Iteration 1F: 3 clusters Score -7925448 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -7928444.500000 Penalty: 2260.498047
	Iteration 2F: 3 clusters Score -7928444 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -7932717.500000 Penalty: 2260.498047
	Iteration 3F: 3 clusters Score -7932718 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -7937827.000000 Penalty: 2260.498047
	Iteration 4F: 3 clusters Score -7937827 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -7943496.500000 Penalty: 2260.498047
	Iteration 5F: 3 clusters Score -7943496 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -7949533.000000 Penalty: 2260.498047
	Iteration 6F: 3 clusters Score -7949533 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 113797 members 
Entering Unmasked Estep 
Score: -7955839.000000 Penalty: 2260.498047
	Iteration 7F: 3 clusters Score -7955839 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 120448 members 
Entering Unmasked Estep 
Score: -7962452.500000 Penalty: 2260.498047
	Iteration 8Q: 3 clusters Score -7962452 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -7968448.000000 Penalty: 2260.498047
	Iteration 9Q: 3 clusters Score -7968448 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 128999 members 
Entering Unmasked Estep 
Score: -7972001.000000 Penalty: 2260.498047
	Iteration 10Q: 3 clusters Score -7972001 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 131378 members 
Entering Unmasked Estep 
Score: -7974150.000000 Penalty: 2260.498047
	Iteration 11Q: 3 clusters Score -7974150 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 133326 members 
Entering Unmasked Estep 
Score: -7975501.500000 Penalty: 2260.498047
	Iteration 12Q: 3 clusters Score -7975502 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 134905 members 
Entering Unmasked Estep 
Score: -7976593.000000 Penalty: 2260.498047
	Iteration 13Q: 3 clusters Score -7976593 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 136175 members 
Entering Unmasked Estep 
Score: -7977378.500000 Penalty: 2260.498047
	Iteration 14Q: 3 clusters Score -7977378 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 137274 members 
Entering Unmasked Estep 
Score: -7978052.000000 Penalty: 2260.498047
	Iteration 15Q: 3 clusters Score -7978052 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 138164 members 
Entering Unmasked Estep 
Score: -7978460.500000 Penalty: 2260.498047
	Iteration 16Q: 3 clusters Score -7978460 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 138886 members 
Entering Unmasked Estep 
Score: -7978719.500000 Penalty: 2260.498047
	Iteration 17Q: 3 clusters Score -7978720 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 139577 members 
Entering Unmasked Estep 
Score: -7978993.000000 Penalty: 2260.498047
	Iteration 18Q: 3 clusters Score -7978993 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 140239 members 
Entering Unmasked Estep 
Score: -7979225.000000 Penalty: 2260.498047
	Iteration 19Q: 3 clusters Score -7979225 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 140791 members 
Entering Unmasked Estep 
Score: -7979420.500000 Penalty: 2260.498047
	Iteration 20F: 3 clusters Score -7979420 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -7979515.500000 Penalty: 2260.498047
	Iteration 21Q: 3 clusters Score -7979516 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 141649 members 
Entering Unmasked Estep 
Score: -7979618.500000 Penalty: 2260.498047
	Iteration 22Q: 3 clusters Score -7979618 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 142017 members 
Entering Unmasked Estep 
Score: -7979717.000000 Penalty: 2260.498047
	Iteration 23Q: 3 clusters Score -7979717 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 142313 members 
Entering Unmasked Estep 
Score: -7979790.000000 Penalty: 2260.498047
	Iteration 24Q: 3 clusters Score -7979790 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 142546 members 
Entering Unmasked Estep 
Score: -7979824.500000 Penalty: 2260.498047
	Iteration 25Q: 3 clusters Score -7979824 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 142777 members 
Entering Unmasked Estep 
Score: -7979867.500000 Penalty: 2260.498047
	Iteration 26Q: 3 clusters Score -7979868 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 143006 members 
Entering Unmasked Estep 
Score: -7979909.000000 Penalty: 2260.498047
	Iteration 27Q: 3 clusters Score -7979909 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
Score: -7979934.500000 Penalty: 2260.498047
	Iteration 28Q: 3 clusters Score -7979934 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 143398 members 
Entering Unmasked Estep 
Score: -7979977.500000 Penalty: 2260.498047
	Iteration 29Q: 3 clusters Score -7979978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 143556 members 
Entering Unmasked Estep 
Score: -7980020.500000 Penalty: 2260.498047
	Iteration 30Q: 3 clusters Score -7980020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 143692 members 
Entering Unmasked Estep 
Score: -7980048.500000 Penalty: 2260.498047
	Iteration 31Q: 3 clusters Score -7980048 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 143823 members 
Entering Unmasked Estep 
Score: -7980061.500000 Penalty: 2260.498047
	Iteration 32Q: 3 clusters Score -7980062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -7980071.500000 Penalty: 2260.498047
	Iteration 33Q: 3 clusters Score -7980072 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 144056 members 
Entering Unmasked Estep 
Score: -7980091.000000 Penalty: 2260.498047
	Iteration 34Q: 3 clusters Score -7980091 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 144163 members 
Entering Unmasked Estep 
Score: -7980105.500000 Penalty: 2260.498047
	Iteration 35Q: 3 clusters Score -7980106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 144267 members 
Entering Unmasked Estep 
Score: -7980100.000000 Penalty: 2260.498047
	Iteration 36Q: 3 clusters Score -7980100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 144356 members 
Entering Unmasked Estep 
Score: -7980142.000000 Penalty: 2260.498047
	Iteration 37Q: 3 clusters Score -7980142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -7980154.500000 Penalty: 2260.498047
	Iteration 38Q: 3 clusters Score -7980154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 144510 members 
Entering Unmasked Estep 
Score: -7980165.500000 Penalty: 2260.498047
	Iteration 39Q: 3 clusters Score -7980166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 144579 members 
Entering Unmasked Estep 
Score: -7980178.500000 Penalty: 2260.498047
	Iteration 40F: 3 clusters Score -7980178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -7980204.500000 Penalty: 2260.498047
	Iteration 41Q: 3 clusters Score -7980204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 144707 members 
Entering Unmasked Estep 
Score: -7980209.500000 Penalty: 2260.498047
	Iteration 42Q: 3 clusters Score -7980210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 144772 members 
Entering Unmasked Estep 
Score: -7980213.000000 Penalty: 2260.498047
	Iteration 43Q: 3 clusters Score -7980213 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 144827 members 
Entering Unmasked Estep 
Score: -7980217.000000 Penalty: 2260.498047
	Iteration 44Q: 3 clusters Score -7980217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 144868 members 
Entering Unmasked Estep 
Score: -7980221.000000 Penalty: 2260.498047
	Iteration 45Q: 3 clusters Score -7980221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -7980234.000000 Penalty: 2260.498047
	Iteration 46Q: 3 clusters Score -7980234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 144952 members 
Entering Unmasked Estep 
Score: -7980239.000000 Penalty: 2260.498047
	Iteration 47Q: 3 clusters Score -7980239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 144982 members 
Entering Unmasked Estep 
Score: -7980232.500000 Penalty: 2260.498047
	Iteration 48Q: 3 clusters Score -7980232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 145009 members 
Entering Unmasked Estep 
Score: -7980249.000000 Penalty: 2260.498047
	Iteration 49Q: 3 clusters Score -7980249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 145035 members 
Entering Unmasked Estep 
Score: -7980254.000000 Penalty: 2260.498047
	Iteration 50Q: 3 clusters Score -7980254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 145055 members 
Entering Unmasked Estep 
Score: -7980253.500000 Penalty: 2260.498047
	Iteration 51Q: 3 clusters Score -7980254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -7980270.500000 Penalty: 2260.498047
	Iteration 52Q: 3 clusters Score -7980270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 145088 members 
Entering Unmasked Estep 
Score: -7980271.500000 Penalty: 2260.498047
	Iteration 53Q: 3 clusters Score -7980272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 145100 members 
Entering Unmasked Estep 
Score: -7980284.500000 Penalty: 2260.498047
	Iteration 54Q: 3 clusters Score -7980284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -7980277.000000 Penalty: 2260.498047
	Iteration 55Q: 3 clusters Score -7980277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 145126 members 
Entering Unmasked Estep 
Score: -7980284.000000 Penalty: 2260.498047
	Iteration 56Q: 3 clusters Score -7980284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 145136 members 
Entering Unmasked Estep 
Score: -7980276.000000 Penalty: 2260.498047
	Iteration 57Q: 3 clusters Score -7980276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 145149 members 
Entering Unmasked Estep 
Score: -7980290.500000 Penalty: 2260.498047
	Iteration 58Q: 3 clusters Score -7980290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 145160 members 
Entering Unmasked Estep 
Score: -7980299.000000 Penalty: 2260.498047
	Iteration 59Q: 3 clusters Score -7980299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 145167 members 
Entering Unmasked Estep 
Score: -7980295.000000 Penalty: 2260.498047
	Iteration 60F: 3 clusters Score -7980295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 145174 members 
Entering Unmasked Estep 
Score: -7980300.500000 Penalty: 2260.498047
	Iteration 61Q: 3 clusters Score -7980300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 145184 members 
Entering Unmasked Estep 
Score: -7980295.000000 Penalty: 2260.498047
	Iteration 62Q: 3 clusters Score -7980295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 145193 members 
Entering Unmasked Estep 
Score: -7980294.500000 Penalty: 2260.498047
	Iteration 63Q: 3 clusters Score -7980294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 145200 members 
Entering Unmasked Estep 
Score: -7980295.000000 Penalty: 2260.498047
	Iteration 64Q: 3 clusters Score -7980295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 145209 members 
Entering Unmasked Estep 
Score: -7980291.000000 Penalty: 2260.498047
	Iteration 65Q: 3 clusters Score -7980291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -7980294.000000 Penalty: 2260.498047
	Iteration 66Q: 3 clusters Score -7980294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 145222 members 
Entering Unmasked Estep 
Score: -7980287.000000 Penalty: 2260.498047
	Iteration 67Q: 3 clusters Score -7980287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 145225 members 
Entering Unmasked Estep 
Score: -7980293.500000 Penalty: 2260.498047
	Iteration 68Q: 3 clusters Score -7980294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 145229 members 
Entering Unmasked Estep 
Score: -7980290.500000 Penalty: 2260.498047
	Iteration 69Q: 3 clusters Score -7980290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 145237 members 
Entering Unmasked Estep 
Score: -7980288.000000 Penalty: 2260.498047
	Iteration 70Q: 3 clusters Score -7980288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 145246 members 
Entering Unmasked Estep 
Score: -7980296.500000 Penalty: 2260.498047
	Iteration 71Q: 3 clusters Score -7980296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 145252 members 
Entering Unmasked Estep 
Score: -7980298.000000 Penalty: 2260.498047
	Iteration 72Q: 3 clusters Score -7980298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 145258 members 
Entering Unmasked Estep 
Score: -7980298.000000 Penalty: 2260.498047
	Iteration 73Q: 3 clusters Score -7980298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 145263 members 
Entering Unmasked Estep 
Score: -7980303.500000 Penalty: 2260.498047
	Iteration 74Q: 3 clusters Score -7980304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 145269 members 
Entering Unmasked Estep 
Score: -7980310.000000 Penalty: 2260.498047
	Iteration 75Q: 3 clusters Score -7980310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 145275 members 
Entering Unmasked Estep 
Score: -7980302.000000 Penalty: 2260.498047
	Iteration 76Q: 3 clusters Score -7980302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 145278 members 
Entering Unmasked Estep 
Score: -7980301.500000 Penalty: 2260.498047
	Iteration 77Q: 3 clusters Score -7980302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 145286 members 
Entering Unmasked Estep 
Score: -7980300.500000 Penalty: 2260.498047
	Iteration 78Q: 3 clusters Score -7980300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 145291 members 
Entering Unmasked Estep 
Score: -7980303.500000 Penalty: 2260.498047
	Iteration 79Q: 3 clusters Score -7980304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 145295 members 
Entering Unmasked Estep 
Score: -7980299.000000 Penalty: 2260.498047
	Iteration 80F: 3 clusters Score -7980299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 145299 members 
Entering Unmasked Estep 
Score: -7980300.000000 Penalty: 2260.498047
	Iteration 81Q: 3 clusters Score -7980300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 145301 members 
Entering Unmasked Estep 
Score: -7980302.000000 Penalty: 2260.498047
	Iteration 82Q: 3 clusters Score -7980302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 145302 members 
Entering Unmasked Estep 
Score: -7980301.000000 Penalty: 2260.498047
	Iteration 83Q: 3 clusters Score -7980301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 145304 members 
Entering Unmasked Estep 
Score: -7980292.000000 Penalty: 2260.498047
	Iteration 84Q: 3 clusters Score -7980292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 145306 members 
Entering Unmasked Estep 
Score: -7980291.000000 Penalty: 2260.498047
	Iteration 85Q: 3 clusters Score -7980291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 145309 members 
Entering Unmasked Estep 
Score: -7980290.500000 Penalty: 2260.498047
	Iteration 86Q: 3 clusters Score -7980290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 145310 members 
Entering Unmasked Estep 
Score: -7980286.000000 Penalty: 2260.498047
	Iteration 87Q: 3 clusters Score -7980286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 145312 members 
Entering Unmasked Estep 
Score: -7980284.500000 Penalty: 2260.498047
	Iteration 88Q: 3 clusters Score -7980284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 145312 members 
Entering Unmasked Estep 
Score: -7980284.500000 Penalty: 2260.498047
	Iteration 89F: 3 clusters Score -7980284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Entering Unmasked Estep 
Score: -324602.187500 Penalty: 827.915161
	Iteration 0F: 2 clusters Score -324602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -320292.843750 Penalty: 1655.830322
	Iteration 0F: 3 clusters Score -320292.8 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -321868.156250 Penalty: 1655.830322
	Iteration 1F: 3 clusters Score -321868.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -322235.781250 Penalty: 1655.830322
	Iteration 2F: 3 clusters Score -322235.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -322680.031250 Penalty: 1655.830322
	Iteration 3F: 3 clusters Score -322680 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -323108.531250 Penalty: 1655.830322
	Iteration 4F: 3 clusters Score -323108.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -323478.531250 Penalty: 1655.830322
	Iteration 5F: 3 clusters Score -323478.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -323737.468750 Penalty: 1655.830322
	Iteration 6F: 3 clusters Score -323737.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -323913.062500 Penalty: 1655.830322
	Iteration 7F: 3 clusters Score -323913.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -324025.187500 Penalty: 1655.830322
	Iteration 8Q: 3 clusters Score -324025.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -324105.281250 Penalty: 1655.830322
	Iteration 9Q: 3 clusters Score -324105.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -324158.625000 Penalty: 1655.830322
	Iteration 10Q: 3 clusters Score -324158.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -324201.031250 Penalty: 1655.830322
	Iteration 11Q: 3 clusters Score -324201 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -324227.968750 Penalty: 1655.830322
	Iteration 12Q: 3 clusters Score -324228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -324249.843750 Penalty: 1655.830322
	Iteration 13Q: 3 clusters Score -324249.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -324262.718750 Penalty: 1655.830322
	Iteration 14Q: 3 clusters Score -324262.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -324267.937500 Penalty: 1655.830322
	Iteration 15Q: 3 clusters Score -324267.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -324273.531250 Penalty: 1655.830322
	Iteration 16Q: 3 clusters Score -324273.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -324277.468750 Penalty: 1655.830322
	Iteration 17Q: 3 clusters Score -324277.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -324280.812500 Penalty: 1655.830322
	Iteration 18Q: 3 clusters Score -324280.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -324286.406250 Penalty: 1655.830322
	Iteration 19Q: 3 clusters Score -324286.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -324289.687500 Penalty: 1655.830322
	Iteration 20F: 3 clusters Score -324289.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -324296.406250 Penalty: 1655.830322
	Iteration 21Q: 3 clusters Score -324296.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -324303.843750 Penalty: 1655.830322
	Iteration 22Q: 3 clusters Score -324303.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -324315.593750 Penalty: 1655.830322
	Iteration 23Q: 3 clusters Score -324315.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -324322.281250 Penalty: 1655.830322
	Iteration 24Q: 3 clusters Score -324322.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -324330.093750 Penalty: 1655.830322
	Iteration 25Q: 3 clusters Score -324330.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -324341.750000 Penalty: 1655.830322
	Iteration 26Q: 3 clusters Score -324341.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -324348.500000 Penalty: 1655.830322
	Iteration 27Q: 3 clusters Score -324348.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -324357.656250 Penalty: 1655.830322
	Iteration 28Q: 3 clusters Score -324357.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -324364.718750 Penalty: 1655.830322
	Iteration 29Q: 3 clusters Score -324364.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -324378.781250 Penalty: 1655.830322
	Iteration 30Q: 3 clusters Score -324378.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -324389.468750 Penalty: 1655.830322
	Iteration 31Q: 3 clusters Score -324389.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -324396.156250 Penalty: 1655.830322
	Iteration 32Q: 3 clusters Score -324396.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -324402.812500 Penalty: 1655.830322
	Iteration 33Q: 3 clusters Score -324402.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -324407.500000 Penalty: 1655.830322
	Iteration 34Q: 3 clusters Score -324407.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -324412.468750 Penalty: 1655.830322
	Iteration 35Q: 3 clusters Score -324412.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -324417.500000 Penalty: 1655.830322
	Iteration 36Q: 3 clusters Score -324417.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -324423.781250 Penalty: 1655.830322
	Iteration 37Q: 3 clusters Score -324423.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -324429.593750 Penalty: 1655.830322
	Iteration 38Q: 3 clusters Score -324429.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -324434.250000 Penalty: 1655.830322
	Iteration 39Q: 3 clusters Score -324434.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -324438.468750 Penalty: 1655.830322
	Iteration 40F: 3 clusters Score -324438.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -324440.718750 Penalty: 1655.830322
	Iteration 41Q: 3 clusters Score -324440.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -324442.343750 Penalty: 1655.830322
	Iteration 42Q: 3 clusters Score -324442.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -324444.000000 Penalty: 1655.830322
	Iteration 43Q: 3 clusters Score -324444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -324444.593750 Penalty: 1655.830322
	Iteration 44Q: 3 clusters Score -324444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -324447.187500 Penalty: 1655.830322
	Iteration 45Q: 3 clusters Score -324447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -324448.593750 Penalty: 1655.830322
	Iteration 46Q: 3 clusters Score -324448.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -324450.625000 Penalty: 1655.830322
	Iteration 47Q: 3 clusters Score -324450.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -324452.031250 Penalty: 1655.830322
	Iteration 48Q: 3 clusters Score -324452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -324454.312500 Penalty: 1655.830322
	Iteration 49Q: 3 clusters Score -324454.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -324456.687500 Penalty: 1655.830322
	Iteration 50Q: 3 clusters Score -324456.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -324459.093750 Penalty: 1655.830322
	Iteration 51Q: 3 clusters Score -324459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -324460.593750 Penalty: 1655.830322
	Iteration 52Q: 3 clusters Score -324460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -324461.593750 Penalty: 1655.830322
	Iteration 53Q: 3 clusters Score -324461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -324461.156250 Penalty: 1655.830322
	Iteration 54Q: 3 clusters Score -324461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -324461.156250 Penalty: 1655.830322
	Iteration 55F: 3 clusters Score -324461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Entering Unmasked Estep 
Score: -314999.156250 Penalty: 828.288574
	Iteration 0F: 2 clusters Score -314999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -310686.843750 Penalty: 1656.577148
	Iteration 0F: 3 clusters Score -310686.8 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -312250.437500 Penalty: 1656.577148
	Iteration 1F: 3 clusters Score -312250.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -312666.187500 Penalty: 1656.577148
	Iteration 2F: 3 clusters Score -312666.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -313049.781250 Penalty: 1656.577148
	Iteration 3F: 3 clusters Score -313049.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -313374.375000 Penalty: 1656.577148
	Iteration 4F: 3 clusters Score -313374.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -313669.031250 Penalty: 1656.577148
	Iteration 5F: 3 clusters Score -313669 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -313909.656250 Penalty: 1656.577148
	Iteration 6F: 3 clusters Score -313909.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -314137.031250 Penalty: 1656.577148
	Iteration 7Q: 3 clusters Score -314137 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -314361.156250 Penalty: 1656.577148
	Iteration 8Q: 3 clusters Score -314361.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -314549.562500 Penalty: 1656.577148
	Iteration 9Q: 3 clusters Score -314549.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -314704.156250 Penalty: 1656.577148
	Iteration 10Q: 3 clusters Score -314704.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -314802.531250 Penalty: 1656.577148
	Iteration 11Q: 3 clusters Score -314802.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -314874.843750 Penalty: 1656.577148
	Iteration 12Q: 3 clusters Score -314874.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -314941.500000 Penalty: 1656.577148
	Iteration 13Q: 3 clusters Score -314941.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -314990.343750 Penalty: 1656.577148
	Iteration 14Q: 3 clusters Score -314990.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -315028.593750 Penalty: 1656.577148
	Iteration 15Q: 3 clusters Score -315028.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -315068.718750 Penalty: 1656.577148
	Iteration 16Q: 3 clusters Score -315068.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -315093.468750 Penalty: 1656.577148
	Iteration 17Q: 3 clusters Score -315093.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -315116.281250 Penalty: 1656.577148
	Iteration 18Q: 3 clusters Score -315116.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -315139.343750 Penalty: 1656.577148
	Iteration 19Q: 3 clusters Score -315139.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -315166.687500 Penalty: 1656.577148
	Iteration 20F: 3 clusters Score -315166.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -315198.312500 Penalty: 1656.577148
	Iteration 21Q: 3 clusters Score -315198.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -315219.406250 Penalty: 1656.577148
	Iteration 22Q: 3 clusters Score -315219.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -315227.187500 Penalty: 1656.577148
	Iteration 23Q: 3 clusters Score -315227.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -315233.500000 Penalty: 1656.577148
	Iteration 24Q: 3 clusters Score -315233.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -315236.718750 Penalty: 1656.577148
	Iteration 25Q: 3 clusters Score -315236.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -315241.000000 Penalty: 1656.577148
	Iteration 26Q: 3 clusters Score -315241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -315242.531250 Penalty: 1656.577148
	Iteration 27Q: 3 clusters Score -315242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -315243.062500 Penalty: 1656.577148
	Iteration 28Q: 3 clusters Score -315243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -315243.062500 Penalty: 1656.577148
	Iteration 29F: 3 clusters Score -315243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 88593 members 
Mstep: Class 3 contains 4246 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 72017 members 
Mstep: Class 6 contains 234035 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 146878 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 13096 members 
Mstep: Class 14 contains 35444 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 27647 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 15807 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 11231 members 
Mstep: Class 23 contains 17635 members 
Mstep: Class 24 contains 7235 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 1020 members 
Entering Unmasked Estep 
Score: -38619124.000000 Penalty: 34655.218750
Splitting cluster 10 changes total score from -38618768.000000 to -38619124.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (10190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Entering Unmasked Estep 
Score: -564917.875000 Penalty: 876.770386
	Iteration 0F: 2 clusters Score -564917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -557973.625000 Penalty: 1753.540771
	Iteration 0F: 3 clusters Score -557973.6 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -560468.750000 Penalty: 1753.540771
	Iteration 1F: 3 clusters Score -560468.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -560659.562500 Penalty: 1753.540771
	Iteration 2Q: 3 clusters Score -560659.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -560868.812500 Penalty: 1753.540771
	Iteration 3Q: 3 clusters Score -560868.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -561142.375000 Penalty: 1753.540771
	Iteration 4Q: 3 clusters Score -561142.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -561508.500000 Penalty: 1753.540771
	Iteration 5F: 3 clusters Score -561508.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -561942.937500 Penalty: 1753.540771
	Iteration 6F: 3 clusters Score -561942.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -562421.125000 Penalty: 1753.540771
	Iteration 7F: 3 clusters Score -562421.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -562826.062500 Penalty: 1753.540771
	Iteration 8F: 3 clusters Score -562826.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -563068.312500 Penalty: 1753.540771
	Iteration 9Q: 3 clusters Score -563068.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -563209.250000 Penalty: 1753.540771
	Iteration 10Q: 3 clusters Score -563209.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -563295.625000 Penalty: 1753.540771
	Iteration 11Q: 3 clusters Score -563295.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -563361.500000 Penalty: 1753.540771
	Iteration 12Q: 3 clusters Score -563361.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -563413.937500 Penalty: 1753.540771
	Iteration 13Q: 3 clusters Score -563413.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -563456.187500 Penalty: 1753.540771
	Iteration 14Q: 3 clusters Score -563456.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -563495.875000 Penalty: 1753.540771
	Iteration 15Q: 3 clusters Score -563495.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -563527.937500 Penalty: 1753.540771
	Iteration 16Q: 3 clusters Score -563527.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -563563.250000 Penalty: 1753.540771
	Iteration 17Q: 3 clusters Score -563563.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -563590.000000 Penalty: 1753.540771
	Iteration 18Q: 3 clusters Score -563590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -563609.250000 Penalty: 1753.540771
	Iteration 19Q: 3 clusters Score -563609.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -563624.687500 Penalty: 1753.540771
	Iteration 20F: 3 clusters Score -563624.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -563641.687500 Penalty: 1753.540771
	Iteration 21Q: 3 clusters Score -563641.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -563659.625000 Penalty: 1753.540771
	Iteration 22Q: 3 clusters Score -563659.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -563675.375000 Penalty: 1753.540771
	Iteration 23Q: 3 clusters Score -563675.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -563688.812500 Penalty: 1753.540771
	Iteration 24Q: 3 clusters Score -563688.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -563699.250000 Penalty: 1753.540771
	Iteration 25Q: 3 clusters Score -563699.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -563712.625000 Penalty: 1753.540771
	Iteration 26Q: 3 clusters Score -563712.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -563725.937500 Penalty: 1753.540771
	Iteration 27Q: 3 clusters Score -563725.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -563737.312500 Penalty: 1753.540771
	Iteration 28Q: 3 clusters Score -563737.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -563745.312500 Penalty: 1753.540771
	Iteration 29Q: 3 clusters Score -563745.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -563754.937500 Penalty: 1753.540771
	Iteration 30Q: 3 clusters Score -563754.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -563769.750000 Penalty: 1753.540771
	Iteration 31Q: 3 clusters Score -563769.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -563791.375000 Penalty: 1753.540771
	Iteration 32Q: 3 clusters Score -563791.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -563812.375000 Penalty: 1753.540771
	Iteration 33Q: 3 clusters Score -563812.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -563828.125000 Penalty: 1753.540771
	Iteration 34Q: 3 clusters Score -563828.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -563844.187500 Penalty: 1753.540771
	Iteration 35Q: 3 clusters Score -563844.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -563860.750000 Penalty: 1753.540771
	Iteration 36Q: 3 clusters Score -563860.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -563870.187500 Penalty: 1753.540771
	Iteration 37Q: 3 clusters Score -563870.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -563877.625000 Penalty: 1753.540771
	Iteration 38Q: 3 clusters Score -563877.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -563882.562500 Penalty: 1753.540771
	Iteration 39Q: 3 clusters Score -563882.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -563887.375000 Penalty: 1753.540771
	Iteration 40F: 3 clusters Score -563887.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -563891.000000 Penalty: 1753.540771
	Iteration 41Q: 3 clusters Score -563891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -563896.312500 Penalty: 1753.540771
	Iteration 42Q: 3 clusters Score -563896.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -563898.312500 Penalty: 1753.540771
	Iteration 43Q: 3 clusters Score -563898.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -563904.625000 Penalty: 1753.540771
	Iteration 44Q: 3 clusters Score -563904.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -563910.875000 Penalty: 1753.540771
	Iteration 45Q: 3 clusters Score -563910.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -563915.375000 Penalty: 1753.540771
	Iteration 46Q: 3 clusters Score -563915.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -563923.250000 Penalty: 1753.540771
	Iteration 47Q: 3 clusters Score -563923.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -563929.312500 Penalty: 1753.540771
	Iteration 48Q: 3 clusters Score -563929.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -563936.500000 Penalty: 1753.540771
	Iteration 49Q: 3 clusters Score -563936.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -563940.250000 Penalty: 1753.540771
	Iteration 50Q: 3 clusters Score -563940.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -563944.375000 Penalty: 1753.540771
	Iteration 51Q: 3 clusters Score -563944.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -563948.500000 Penalty: 1753.540771
	Iteration 52Q: 3 clusters Score -563948.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -563949.500000 Penalty: 1753.540771
	Iteration 53Q: 3 clusters Score -563949.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -563950.625000 Penalty: 1753.540771
	Iteration 54Q: 3 clusters Score -563950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -563951.625000 Penalty: 1753.540771
	Iteration 55Q: 3 clusters Score -563951.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -563953.062500 Penalty: 1753.540771
	Iteration 56Q: 3 clusters Score -563953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -563952.312500 Penalty: 1753.540771
	Iteration 57Q: 3 clusters Score -563952.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -563955.562500 Penalty: 1753.540771
	Iteration 58Q: 3 clusters Score -563955.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -563956.687500 Penalty: 1753.540771
	Iteration 59Q: 3 clusters Score -563956.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -563957.562500 Penalty: 1753.540771
	Iteration 60F: 3 clusters Score -563957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -563957.687500 Penalty: 1753.540771
	Iteration 61Q: 3 clusters Score -563957.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -563960.000000 Penalty: 1753.540771
	Iteration 62Q: 3 clusters Score -563960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -563961.000000 Penalty: 1753.540771
	Iteration 63Q: 3 clusters Score -563961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -563960.125000 Penalty: 1753.540771
	Iteration 64Q: 3 clusters Score -563960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -563960.312500 Penalty: 1753.540771
	Iteration 65Q: 3 clusters Score -563960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -563960.375000 Penalty: 1753.540771
	Iteration 66Q: 3 clusters Score -563960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -563961.500000 Penalty: 1753.540771
	Iteration 67Q: 3 clusters Score -563961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -563962.500000 Penalty: 1753.540771
	Iteration 68Q: 3 clusters Score -563962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -563961.250000 Penalty: 1753.540771
	Iteration 69Q: 3 clusters Score -563961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -563961.812500 Penalty: 1753.540771
	Iteration 70Q: 3 clusters Score -563961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -563963.000000 Penalty: 1753.540771
	Iteration 71Q: 3 clusters Score -563963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -563962.312500 Penalty: 1753.540771
	Iteration 72Q: 3 clusters Score -563962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -563962.312500 Penalty: 1753.540771
	Iteration 73F: 3 clusters Score -563962.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Entering Unmasked Estep 
Score: -143267.046875 Penalty: 749.924805
	Iteration 0F: 2 clusters Score -143267 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 1341 members 
Entering Unmasked Estep 
Score: -141157.093750 Penalty: 1499.849609
	Iteration 0F: 3 clusters Score -141157.1 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -141779.234375 Penalty: 1499.849609
	Iteration 1F: 3 clusters Score -141779.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -141901.203125 Penalty: 1499.849609
	Iteration 2F: 3 clusters Score -141901.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -141989.703125 Penalty: 1499.849609
	Iteration 3F: 3 clusters Score -141989.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -142064.578125 Penalty: 1499.849609
	Iteration 4Q: 3 clusters Score -142064.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -142151.625000 Penalty: 1499.849609
	Iteration 5Q: 3 clusters Score -142151.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -142229.218750 Penalty: 1499.849609
	Iteration 6Q: 3 clusters Score -142229.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -142313.671875 Penalty: 1499.849609
	Iteration 7Q: 3 clusters Score -142313.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -142398.281250 Penalty: 1499.849609
	Iteration 8Q: 3 clusters Score -142398.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -142464.562500 Penalty: 1499.849609
	Iteration 9Q: 3 clusters Score -142464.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -142511.500000 Penalty: 1499.849609
	Iteration 10Q: 3 clusters Score -142511.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -142544.109375 Penalty: 1499.849609
	Iteration 11Q: 3 clusters Score -142544.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -142574.093750 Penalty: 1499.849609
	Iteration 12Q: 3 clusters Score -142574.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -142596.421875 Penalty: 1499.849609
	Iteration 13Q: 3 clusters Score -142596.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -142620.312500 Penalty: 1499.849609
	Iteration 14Q: 3 clusters Score -142620.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -142638.906250 Penalty: 1499.849609
	Iteration 15Q: 3 clusters Score -142638.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -142657.640625 Penalty: 1499.849609
	Iteration 16Q: 3 clusters Score -142657.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -142679.125000 Penalty: 1499.849609
	Iteration 17Q: 3 clusters Score -142679.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -142693.437500 Penalty: 1499.849609
	Iteration 18Q: 3 clusters Score -142693.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -142706.531250 Penalty: 1499.849609
	Iteration 19Q: 3 clusters Score -142706.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -142715.750000 Penalty: 1499.849609
	Iteration 20F: 3 clusters Score -142715.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -142723.359375 Penalty: 1499.849609
	Iteration 21Q: 3 clusters Score -142723.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -142726.468750 Penalty: 1499.849609
	Iteration 22Q: 3 clusters Score -142726.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -142728.703125 Penalty: 1499.849609
	Iteration 23Q: 3 clusters Score -142728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -142729.671875 Penalty: 1499.849609
	Iteration 24Q: 3 clusters Score -142729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -142730.593750 Penalty: 1499.849609
	Iteration 25Q: 3 clusters Score -142730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -142730.875000 Penalty: 1499.849609
	Iteration 26Q: 3 clusters Score -142730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -142730.875000 Penalty: 1499.849609
	Iteration 27F: 3 clusters Score -142730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Entering Unmasked Estep 
Score: -705134.125000 Penalty: 900.605957
	Iteration 0F: 2 clusters Score -705134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -696298.375000 Penalty: 1801.211914
	Iteration 0F: 3 clusters Score -696298.4 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -699609.625000 Penalty: 1801.211914
	Iteration 1F: 3 clusters Score -699609.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -699837.437500 Penalty: 1801.211914
	Iteration 2Q: 3 clusters Score -699837.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -700144.750000 Penalty: 1801.211914
	Iteration 3Q: 3 clusters Score -700144.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -700574.750000 Penalty: 1801.211914
	Iteration 4F: 3 clusters Score -700574.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -701151.187500 Penalty: 1801.211914
	Iteration 5F: 3 clusters Score -701151.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -701842.812500 Penalty: 1801.211914
	Iteration 6F: 3 clusters Score -701842.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -702518.937500 Penalty: 1801.211914
	Iteration 7F: 3 clusters Score -702518.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -703005.937500 Penalty: 1801.211914
	Iteration 8Q: 3 clusters Score -703005.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -703354.437500 Penalty: 1801.211914
	Iteration 9Q: 3 clusters Score -703354.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -703596.875000 Penalty: 1801.211914
	Iteration 10Q: 3 clusters Score -703596.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -703785.625000 Penalty: 1801.211914
	Iteration 11Q: 3 clusters Score -703785.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -703950.500000 Penalty: 1801.211914
	Iteration 12Q: 3 clusters Score -703950.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -704093.375000 Penalty: 1801.211914
	Iteration 13Q: 3 clusters Score -704093.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -704196.875000 Penalty: 1801.211914
	Iteration 14Q: 3 clusters Score -704196.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -704270.437500 Penalty: 1801.211914
	Iteration 15Q: 3 clusters Score -704270.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -704322.312500 Penalty: 1801.211914
	Iteration 16Q: 3 clusters Score -704322.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -704342.687500 Penalty: 1801.211914
	Iteration 17Q: 3 clusters Score -704342.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -704354.687500 Penalty: 1801.211914
	Iteration 18Q: 3 clusters Score -704354.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -704365.875000 Penalty: 1801.211914
	Iteration 19Q: 3 clusters Score -704365.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -704375.500000 Penalty: 1801.211914
	Iteration 20F: 3 clusters Score -704375.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -704381.625000 Penalty: 1801.211914
	Iteration 21Q: 3 clusters Score -704381.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -704388.562500 Penalty: 1801.211914
	Iteration 22Q: 3 clusters Score -704388.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -704395.250000 Penalty: 1801.211914
	Iteration 23Q: 3 clusters Score -704395.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -704402.187500 Penalty: 1801.211914
	Iteration 24Q: 3 clusters Score -704402.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -704406.562500 Penalty: 1801.211914
	Iteration 25Q: 3 clusters Score -704406.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -704412.125000 Penalty: 1801.211914
	Iteration 26Q: 3 clusters Score -704412.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -704413.812500 Penalty: 1801.211914
	Iteration 27Q: 3 clusters Score -704413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -704414.875000 Penalty: 1801.211914
	Iteration 28Q: 3 clusters Score -704414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -704417.500000 Penalty: 1801.211914
	Iteration 29Q: 3 clusters Score -704417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -704418.187500 Penalty: 1801.211914
	Iteration 30Q: 3 clusters Score -704418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -704419.312500 Penalty: 1801.211914
	Iteration 31Q: 3 clusters Score -704419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -704418.812500 Penalty: 1801.211914
	Iteration 32Q: 3 clusters Score -704418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -704418.312500 Penalty: 1801.211914
	Iteration 33Q: 3 clusters Score -704418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -704419.687500 Penalty: 1801.211914
	Iteration 34Q: 3 clusters Score -704419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -704419.687500 Penalty: 1801.211914
	Iteration 35Q: 3 clusters Score -704419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -704419.875000 Penalty: 1801.211914
	Iteration 36Q: 3 clusters Score -704419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -704419.187500 Penalty: 1801.211914
	Iteration 37Q: 3 clusters Score -704419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -704420.562500 Penalty: 1801.211914
	Iteration 38Q: 3 clusters Score -704420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -704420.875000 Penalty: 1801.211914
	Iteration 39Q: 3 clusters Score -704420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -704420.875000 Penalty: 1801.211914
	Iteration 40F: 3 clusters Score -704420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Entering Unmasked Estep 
Score: -2034517.750000 Penalty: 995.192322
	Iteration 0F: 2 clusters Score -2034518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2010947.250000 Penalty: 1990.384644
	Iteration 0F: 3 clusters Score -2010947 nChanged 16693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2020443.250000 Penalty: 1990.384644
	Iteration 1F: 3 clusters Score -2020443 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2020908.875000 Penalty: 1990.384644
	Iteration 2Q: 3 clusters Score -2020909 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2021576.375000 Penalty: 1990.384644
	Iteration 3Q: 3 clusters Score -2021576 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2022767.250000 Penalty: 1990.384644
	Iteration 4F: 3 clusters Score -2022767 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2024865.000000 Penalty: 1990.384644
	Iteration 5F: 3 clusters Score -2024865 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2027633.750000 Penalty: 1990.384644
	Iteration 6F: 3 clusters Score -2027634 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2030135.500000 Penalty: 1990.384644
	Iteration 7F: 3 clusters Score -2030136 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2031753.250000 Penalty: 1990.384644
	Iteration 8F: 3 clusters Score -2031753 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2032644.500000 Penalty: 1990.384644
	Iteration 9Q: 3 clusters Score -2032644 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2033105.500000 Penalty: 1990.384644
	Iteration 10Q: 3 clusters Score -2033106 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2033339.125000 Penalty: 1990.384644
	Iteration 11Q: 3 clusters Score -2033339 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2033455.625000 Penalty: 1990.384644
	Iteration 12Q: 3 clusters Score -2033456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2033530.375000 Penalty: 1990.384644
	Iteration 13Q: 3 clusters Score -2033530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2033580.875000 Penalty: 1990.384644
	Iteration 14Q: 3 clusters Score -2033581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2033603.875000 Penalty: 1990.384644
	Iteration 15Q: 3 clusters Score -2033604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2033620.125000 Penalty: 1990.384644
	Iteration 16Q: 3 clusters Score -2033620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2033637.375000 Penalty: 1990.384644
	Iteration 17Q: 3 clusters Score -2033637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2033643.375000 Penalty: 1990.384644
	Iteration 18Q: 3 clusters Score -2033643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2033650.250000 Penalty: 1990.384644
	Iteration 19Q: 3 clusters Score -2033650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2033656.375000 Penalty: 1990.384644
	Iteration 20F: 3 clusters Score -2033656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2033657.750000 Penalty: 1990.384644
	Iteration 21Q: 3 clusters Score -2033658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2033661.625000 Penalty: 1990.384644
	Iteration 22Q: 3 clusters Score -2033662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2033661.625000 Penalty: 1990.384644
	Iteration 23F: 3 clusters Score -2033662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -325188.968750 Penalty: 831.555298
	Iteration 0F: 2 clusters Score -325189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -320797.187500 Penalty: 1663.110596
	Iteration 0F: 3 clusters Score -320797.2 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -322912.718750 Penalty: 1663.110596
	Iteration 1F: 3 clusters Score -322912.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -323470.250000 Penalty: 1663.110596
	Iteration 2F: 3 clusters Score -323470.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -324021.750000 Penalty: 1663.110596
	Iteration 3F: 3 clusters Score -324021.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -324528.000000 Penalty: 1663.110596
	Iteration 4F: 3 clusters Score -324528 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -324934.093750 Penalty: 1663.110596
	Iteration 5F: 3 clusters Score -324934.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -325206.875000 Penalty: 1663.110596
	Iteration 6F: 3 clusters Score -325206.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -325364.906250 Penalty: 1663.110596
	Iteration 7Q: 3 clusters Score -325364.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -325455.593750 Penalty: 1663.110596
	Iteration 8Q: 3 clusters Score -325455.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -325504.875000 Penalty: 1663.110596
	Iteration 9Q: 3 clusters Score -325504.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -325531.593750 Penalty: 1663.110596
	Iteration 10Q: 3 clusters Score -325531.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -325558.937500 Penalty: 1663.110596
	Iteration 11Q: 3 clusters Score -325558.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -325575.156250 Penalty: 1663.110596
	Iteration 12Q: 3 clusters Score -325575.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -325589.656250 Penalty: 1663.110596
	Iteration 13Q: 3 clusters Score -325589.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -325607.531250 Penalty: 1663.110596
	Iteration 14Q: 3 clusters Score -325607.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -325618.875000 Penalty: 1663.110596
	Iteration 15Q: 3 clusters Score -325618.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -325624.562500 Penalty: 1663.110596
	Iteration 16Q: 3 clusters Score -325624.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -325629.750000 Penalty: 1663.110596
	Iteration 17Q: 3 clusters Score -325629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -325633.187500 Penalty: 1663.110596
	Iteration 18Q: 3 clusters Score -325633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -325634.437500 Penalty: 1663.110596
	Iteration 19Q: 3 clusters Score -325634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -325634.468750 Penalty: 1663.110596
	Iteration 20F: 3 clusters Score -325634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -325635.093750 Penalty: 1663.110596
	Iteration 21Q: 3 clusters Score -325635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -325635.875000 Penalty: 1663.110596
	Iteration 22Q: 3 clusters Score -325635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -325635.718750 Penalty: 1663.110596
	Iteration 23Q: 3 clusters Score -325635.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -325635.812500 Penalty: 1663.110596
	Iteration 24Q: 3 clusters Score -325635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -325635.812500 Penalty: 1663.110596
	Iteration 25F: 3 clusters Score -325635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 88593 members 
Mstep: Class 3 contains 4246 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 72017 members 
Mstep: Class 6 contains 234035 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 146878 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 13096 members 
Mstep: Class 14 contains 35444 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 27647 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 15807 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 11231 members 
Mstep: Class 23 contains 17635 members 
Mstep: Class 24 contains 7235 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 657 members 
Entering Unmasked Estep 
Score: -38619040.000000 Penalty: 35938.746094
Splitting cluster 15 changes total score from -38618768.000000 to -38619040.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (27647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Entering Unmasked Estep 
Score: -1478488.125000 Penalty: 971.590820
	Iteration 0F: 2 clusters Score -1478488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1459939.500000 Penalty: 1943.181641
	Iteration 0F: 3 clusters Score -1459940 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1467579.125000 Penalty: 1943.181641
	Iteration 1F: 3 clusters Score -1467579 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1468163.250000 Penalty: 1943.181641
	Iteration 2Q: 3 clusters Score -1468163 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1468949.000000 Penalty: 1943.181641
	Iteration 3F: 3 clusters Score -1468949 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1469916.750000 Penalty: 1943.181641
	Iteration 4F: 3 clusters Score -1469917 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1470912.125000 Penalty: 1943.181641
	Iteration 5F: 3 clusters Score -1470912 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1471911.375000 Penalty: 1943.181641
	Iteration 6F: 3 clusters Score -1471911 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1472841.000000 Penalty: 1943.181641
	Iteration 7F: 3 clusters Score -1472841 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1473745.625000 Penalty: 1943.181641
	Iteration 8Q: 3 clusters Score -1473746 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1474601.250000 Penalty: 1943.181641
	Iteration 9Q: 3 clusters Score -1474601 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1475200.500000 Penalty: 1943.181641
	Iteration 10Q: 3 clusters Score -1475200 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1475600.625000 Penalty: 1943.181641
	Iteration 11Q: 3 clusters Score -1475601 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1475932.875000 Penalty: 1943.181641
	Iteration 12Q: 3 clusters Score -1475933 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1476209.500000 Penalty: 1943.181641
	Iteration 13Q: 3 clusters Score -1476210 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1476416.125000 Penalty: 1943.181641
	Iteration 14Q: 3 clusters Score -1476416 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1476577.875000 Penalty: 1943.181641
	Iteration 15Q: 3 clusters Score -1476578 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1476670.875000 Penalty: 1943.181641
	Iteration 16Q: 3 clusters Score -1476671 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1476731.375000 Penalty: 1943.181641
	Iteration 17Q: 3 clusters Score -1476731 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1476785.375000 Penalty: 1943.181641
	Iteration 18Q: 3 clusters Score -1476785 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1476816.750000 Penalty: 1943.181641
	Iteration 19Q: 3 clusters Score -1476817 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1476851.625000 Penalty: 1943.181641
	Iteration 20F: 3 clusters Score -1476852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1476864.000000 Penalty: 1943.181641
	Iteration 21Q: 3 clusters Score -1476864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1476874.875000 Penalty: 1943.181641
	Iteration 22Q: 3 clusters Score -1476875 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1476898.250000 Penalty: 1943.181641
	Iteration 23Q: 3 clusters Score -1476898 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1476909.875000 Penalty: 1943.181641
	Iteration 24Q: 3 clusters Score -1476910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1476922.625000 Penalty: 1943.181641
	Iteration 25Q: 3 clusters Score -1476923 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1476931.500000 Penalty: 1943.181641
	Iteration 26Q: 3 clusters Score -1476932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1476940.375000 Penalty: 1943.181641
	Iteration 27Q: 3 clusters Score -1476940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1476961.000000 Penalty: 1943.181641
	Iteration 28Q: 3 clusters Score -1476961 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1476982.000000 Penalty: 1943.181641
	Iteration 29Q: 3 clusters Score -1476982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1476999.250000 Penalty: 1943.181641
	Iteration 30Q: 3 clusters Score -1476999 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1477010.875000 Penalty: 1943.181641
	Iteration 31Q: 3 clusters Score -1477011 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1477025.625000 Penalty: 1943.181641
	Iteration 32Q: 3 clusters Score -1477026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1477038.125000 Penalty: 1943.181641
	Iteration 33Q: 3 clusters Score -1477038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1477049.875000 Penalty: 1943.181641
	Iteration 34Q: 3 clusters Score -1477050 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1477054.375000 Penalty: 1943.181641
	Iteration 35Q: 3 clusters Score -1477054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1477065.250000 Penalty: 1943.181641
	Iteration 36Q: 3 clusters Score -1477065 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1477071.875000 Penalty: 1943.181641
	Iteration 37Q: 3 clusters Score -1477072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1477081.000000 Penalty: 1943.181641
	Iteration 38Q: 3 clusters Score -1477081 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1477083.000000 Penalty: 1943.181641
	Iteration 39Q: 3 clusters Score -1477083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1477087.250000 Penalty: 1943.181641
	Iteration 40F: 3 clusters Score -1477087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1477091.250000 Penalty: 1943.181641
	Iteration 41Q: 3 clusters Score -1477091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1477098.000000 Penalty: 1943.181641
	Iteration 42Q: 3 clusters Score -1477098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1477101.750000 Penalty: 1943.181641
	Iteration 43Q: 3 clusters Score -1477102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1477104.375000 Penalty: 1943.181641
	Iteration 44Q: 3 clusters Score -1477104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1477102.500000 Penalty: 1943.181641
	Iteration 45Q: 3 clusters Score -1477102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1477106.750000 Penalty: 1943.181641
	Iteration 46Q: 3 clusters Score -1477107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1477104.750000 Penalty: 1943.181641
	Iteration 47Q: 3 clusters Score -1477105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1477107.000000 Penalty: 1943.181641
	Iteration 48Q: 3 clusters Score -1477107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1477109.375000 Penalty: 1943.181641
	Iteration 49Q: 3 clusters Score -1477109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1477112.500000 Penalty: 1943.181641
	Iteration 50Q: 3 clusters Score -1477112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1477106.625000 Penalty: 1943.181641
	Iteration 51Q: 3 clusters Score -1477107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1477113.000000 Penalty: 1943.181641
	Iteration 52Q: 3 clusters Score -1477113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1477113.875000 Penalty: 1943.181641
	Iteration 53Q: 3 clusters Score -1477114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1477110.250000 Penalty: 1943.181641
	Iteration 54Q: 3 clusters Score -1477110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1477114.500000 Penalty: 1943.181641
	Iteration 55Q: 3 clusters Score -1477114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1477118.500000 Penalty: 1943.181641
	Iteration 56Q: 3 clusters Score -1477118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1477118.625000 Penalty: 1943.181641
	Iteration 57Q: 3 clusters Score -1477119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1477122.625000 Penalty: 1943.181641
	Iteration 58Q: 3 clusters Score -1477123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1477121.625000 Penalty: 1943.181641
	Iteration 59Q: 3 clusters Score -1477122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1477122.625000 Penalty: 1943.181641
	Iteration 60F: 3 clusters Score -1477123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1477122.000000 Penalty: 1943.181641
	Iteration 61Q: 3 clusters Score -1477122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1477122.250000 Penalty: 1943.181641
	Iteration 62Q: 3 clusters Score -1477122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1477122.500000 Penalty: 1943.181641
	Iteration 63Q: 3 clusters Score -1477122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1477124.875000 Penalty: 1943.181641
	Iteration 64Q: 3 clusters Score -1477125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1477122.125000 Penalty: 1943.181641
	Iteration 65Q: 3 clusters Score -1477122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1477125.500000 Penalty: 1943.181641
	Iteration 66Q: 3 clusters Score -1477126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1477126.750000 Penalty: 1943.181641
	Iteration 67Q: 3 clusters Score -1477127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1477126.375000 Penalty: 1943.181641
	Iteration 68Q: 3 clusters Score -1477126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1477125.875000 Penalty: 1943.181641
	Iteration 69Q: 3 clusters Score -1477126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1477125.875000 Penalty: 1943.181641
	Iteration 70Q: 3 clusters Score -1477126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1477127.250000 Penalty: 1943.181641
	Iteration 71Q: 3 clusters Score -1477127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1477131.625000 Penalty: 1943.181641
	Iteration 72Q: 3 clusters Score -1477132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1477129.250000 Penalty: 1943.181641
	Iteration 73Q: 3 clusters Score -1477129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1477129.375000 Penalty: 1943.181641
	Iteration 74Q: 3 clusters Score -1477129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1477132.500000 Penalty: 1943.181641
	Iteration 75Q: 3 clusters Score -1477132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1477133.375000 Penalty: 1943.181641
	Iteration 76Q: 3 clusters Score -1477133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1477135.250000 Penalty: 1943.181641
	Iteration 77Q: 3 clusters Score -1477135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1477133.375000 Penalty: 1943.181641
	Iteration 78Q: 3 clusters Score -1477133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1477131.750000 Penalty: 1943.181641
	Iteration 79Q: 3 clusters Score -1477132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1477130.750000 Penalty: 1943.181641
	Iteration 80F: 3 clusters Score -1477131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1477132.250000 Penalty: 1943.181641
	Iteration 81Q: 3 clusters Score -1477132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1477135.375000 Penalty: 1943.181641
	Iteration 82Q: 3 clusters Score -1477135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1477139.500000 Penalty: 1943.181641
	Iteration 83Q: 3 clusters Score -1477140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1477142.125000 Penalty: 1943.181641
	Iteration 84Q: 3 clusters Score -1477142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1477140.000000 Penalty: 1943.181641
	Iteration 85Q: 3 clusters Score -1477140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1477140.750000 Penalty: 1943.181641
	Iteration 86Q: 3 clusters Score -1477141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1477142.250000 Penalty: 1943.181641
	Iteration 87Q: 3 clusters Score -1477142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1477140.500000 Penalty: 1943.181641
	Iteration 88Q: 3 clusters Score -1477140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1477142.250000 Penalty: 1943.181641
	Iteration 89Q: 3 clusters Score -1477142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1477144.500000 Penalty: 1943.181641
	Iteration 90Q: 3 clusters Score -1477144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1477144.750000 Penalty: 1943.181641
	Iteration 91Q: 3 clusters Score -1477145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1477143.250000 Penalty: 1943.181641
	Iteration 92Q: 3 clusters Score -1477143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1477145.250000 Penalty: 1943.181641
	Iteration 93Q: 3 clusters Score -1477145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1477145.125000 Penalty: 1943.181641
	Iteration 94Q: 3 clusters Score -1477145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1477148.375000 Penalty: 1943.181641
	Iteration 95Q: 3 clusters Score -1477148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1477149.125000 Penalty: 1943.181641
	Iteration 96Q: 3 clusters Score -1477149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1477149.125000 Penalty: 1943.181641
	Iteration 97Q: 3 clusters Score -1477149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1477147.750000 Penalty: 1943.181641
	Iteration 98Q: 3 clusters Score -1477148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1477150.625000 Penalty: 1943.181641
	Iteration 99Q: 3 clusters Score -1477151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1477150.750000 Penalty: 1943.181641
	Iteration 100F: 3 clusters Score -1477151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1477150.625000 Penalty: 1943.181641
	Iteration 101Q: 3 clusters Score -1477151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1477149.375000 Penalty: 1943.181641
	Iteration 102Q: 3 clusters Score -1477149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1477149.375000 Penalty: 1943.181641
	Iteration 103F: 3 clusters Score -1477149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -110087.281250 Penalty: 724.662964
	Iteration 0F: 2 clusters Score -110087.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -108315.656250 Penalty: 1449.325928
	Iteration 0F: 3 clusters Score -108315.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -108753.304688 Penalty: 1449.325928
	Iteration 1F: 3 clusters Score -108753.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -108828.289062 Penalty: 1449.325928
	Iteration 2F: 3 clusters Score -108828.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -108892.171875 Penalty: 1449.325928
	Iteration 3Q: 3 clusters Score -108892.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -108949.882812 Penalty: 1449.325928
	Iteration 4Q: 3 clusters Score -108949.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -108984.218750 Penalty: 1449.325928
	Iteration 5Q: 3 clusters Score -108984.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -109002.382812 Penalty: 1449.325928
	Iteration 6Q: 3 clusters Score -109002.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -109019.828125 Penalty: 1449.325928
	Iteration 7Q: 3 clusters Score -109019.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -109037.273438 Penalty: 1449.325928
	Iteration 8Q: 3 clusters Score -109037.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -109053.906250 Penalty: 1449.325928
	Iteration 9Q: 3 clusters Score -109053.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -109068.273438 Penalty: 1449.325928
	Iteration 10Q: 3 clusters Score -109068.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -109082.476562 Penalty: 1449.325928
	Iteration 11Q: 3 clusters Score -109082.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -109095.101562 Penalty: 1449.325928
	Iteration 12Q: 3 clusters Score -109095.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -109104.710938 Penalty: 1449.325928
	Iteration 13Q: 3 clusters Score -109104.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -109112.429688 Penalty: 1449.325928
	Iteration 14Q: 3 clusters Score -109112.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -109117.093750 Penalty: 1449.325928
	Iteration 15Q: 3 clusters Score -109117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -109121.023438 Penalty: 1449.325928
	Iteration 16Q: 3 clusters Score -109121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -109125.414062 Penalty: 1449.325928
	Iteration 17Q: 3 clusters Score -109125.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -109131.382812 Penalty: 1449.325928
	Iteration 18Q: 3 clusters Score -109131.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -109135.179688 Penalty: 1449.325928
	Iteration 19Q: 3 clusters Score -109135.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -109140.773438 Penalty: 1449.325928
	Iteration 20F: 3 clusters Score -109140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -109145.203125 Penalty: 1449.325928
	Iteration 21Q: 3 clusters Score -109145.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -109149.960938 Penalty: 1449.325928
	Iteration 22Q: 3 clusters Score -109150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -109154.265625 Penalty: 1449.325928
	Iteration 23Q: 3 clusters Score -109154.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -109159.140625 Penalty: 1449.325928
	Iteration 24Q: 3 clusters Score -109159.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -109161.734375 Penalty: 1449.325928
	Iteration 25Q: 3 clusters Score -109161.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -109163.015625 Penalty: 1449.325928
	Iteration 26Q: 3 clusters Score -109163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -109164.359375 Penalty: 1449.325928
	Iteration 27Q: 3 clusters Score -109164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -109166.242188 Penalty: 1449.325928
	Iteration 28Q: 3 clusters Score -109166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -109167.828125 Penalty: 1449.325928
	Iteration 29Q: 3 clusters Score -109167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -109168.570312 Penalty: 1449.325928
	Iteration 30Q: 3 clusters Score -109168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -109168.570312 Penalty: 1449.325928
	Iteration 31F: 3 clusters Score -109168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -164327.390625 Penalty: 771.087952
	Iteration 0F: 2 clusters Score -164327.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -161822.171875 Penalty: 1542.175903
	Iteration 0F: 3 clusters Score -161822.2 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -162654.500000 Penalty: 1542.175903
	Iteration 1F: 3 clusters Score -162654.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -162905.187500 Penalty: 1542.175903
	Iteration 2F: 3 clusters Score -162905.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -163178.890625 Penalty: 1542.175903
	Iteration 3F: 3 clusters Score -163178.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -163488.843750 Penalty: 1542.175903
	Iteration 4F: 3 clusters Score -163488.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -163727.296875 Penalty: 1542.175903
	Iteration 5F: 3 clusters Score -163727.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -163869.375000 Penalty: 1542.175903
	Iteration 6F: 3 clusters Score -163869.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -163948.921875 Penalty: 1542.175903
	Iteration 7Q: 3 clusters Score -163948.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -164001.796875 Penalty: 1542.175903
	Iteration 8Q: 3 clusters Score -164001.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -164034.906250 Penalty: 1542.175903
	Iteration 9Q: 3 clusters Score -164034.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -164058.921875 Penalty: 1542.175903
	Iteration 10Q: 3 clusters Score -164058.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -164078.203125 Penalty: 1542.175903
	Iteration 11Q: 3 clusters Score -164078.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -164090.437500 Penalty: 1542.175903
	Iteration 12Q: 3 clusters Score -164090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -164095.109375 Penalty: 1542.175903
	Iteration 13Q: 3 clusters Score -164095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -164097.875000 Penalty: 1542.175903
	Iteration 14Q: 3 clusters Score -164097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -164098.687500 Penalty: 1542.175903
	Iteration 15Q: 3 clusters Score -164098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -164099.843750 Penalty: 1542.175903
	Iteration 16Q: 3 clusters Score -164099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -164100.343750 Penalty: 1542.175903
	Iteration 17Q: 3 clusters Score -164100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -164101.078125 Penalty: 1542.175903
	Iteration 18Q: 3 clusters Score -164101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -164101.078125 Penalty: 1542.175903
	Iteration 19F: 3 clusters Score -164101.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Entering Unmasked Estep 
Score: -896520.625000 Penalty: 918.479797
	Iteration 0F: 2 clusters Score -896520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -885928.500000 Penalty: 1836.959595
	Iteration 0F: 3 clusters Score -885928.5 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -890067.625000 Penalty: 1836.959595
	Iteration 1F: 3 clusters Score -890067.6 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -890538.312500 Penalty: 1836.959595
	Iteration 2F: 3 clusters Score -890538.3 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -891269.250000 Penalty: 1836.959595
	Iteration 3F: 3 clusters Score -891269.2 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -892314.062500 Penalty: 1836.959595
	Iteration 4F: 3 clusters Score -892314.1 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -893533.875000 Penalty: 1836.959595
	Iteration 5F: 3 clusters Score -893533.9 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -894496.562500 Penalty: 1836.959595
	Iteration 6F: 3 clusters Score -894496.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -895026.000000 Penalty: 1836.959595
	Iteration 7F: 3 clusters Score -895026 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -895249.562500 Penalty: 1836.959595
	Iteration 8Q: 3 clusters Score -895249.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -895376.125000 Penalty: 1836.959595
	Iteration 9Q: 3 clusters Score -895376.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -895451.500000 Penalty: 1836.959595
	Iteration 10Q: 3 clusters Score -895451.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -895506.500000 Penalty: 1836.959595
	Iteration 11Q: 3 clusters Score -895506.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -895545.000000 Penalty: 1836.959595
	Iteration 12Q: 3 clusters Score -895545 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -895571.125000 Penalty: 1836.959595
	Iteration 13Q: 3 clusters Score -895571.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -895596.562500 Penalty: 1836.959595
	Iteration 14Q: 3 clusters Score -895596.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -895613.000000 Penalty: 1836.959595
	Iteration 15Q: 3 clusters Score -895613 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -895626.312500 Penalty: 1836.959595
	Iteration 16Q: 3 clusters Score -895626.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -895643.000000 Penalty: 1836.959595
	Iteration 17Q: 3 clusters Score -895643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -895661.250000 Penalty: 1836.959595
	Iteration 18Q: 3 clusters Score -895661.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -895670.562500 Penalty: 1836.959595
	Iteration 19Q: 3 clusters Score -895670.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -895677.062500 Penalty: 1836.959595
	Iteration 20F: 3 clusters Score -895677.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -895688.437500 Penalty: 1836.959595
	Iteration 21Q: 3 clusters Score -895688.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -895692.500000 Penalty: 1836.959595
	Iteration 22Q: 3 clusters Score -895692.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -895702.437500 Penalty: 1836.959595
	Iteration 23Q: 3 clusters Score -895702.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -895704.187500 Penalty: 1836.959595
	Iteration 24Q: 3 clusters Score -895704.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -895706.875000 Penalty: 1836.959595
	Iteration 25Q: 3 clusters Score -895706.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -895710.437500 Penalty: 1836.959595
	Iteration 26Q: 3 clusters Score -895710.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -895719.375000 Penalty: 1836.959595
	Iteration 27Q: 3 clusters Score -895719.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -895723.187500 Penalty: 1836.959595
	Iteration 28Q: 3 clusters Score -895723.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -895729.937500 Penalty: 1836.959595
	Iteration 29Q: 3 clusters Score -895729.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -895733.625000 Penalty: 1836.959595
	Iteration 30Q: 3 clusters Score -895733.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -895739.625000 Penalty: 1836.959595
	Iteration 31Q: 3 clusters Score -895739.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -895746.250000 Penalty: 1836.959595
	Iteration 32Q: 3 clusters Score -895746.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -895753.437500 Penalty: 1836.959595
	Iteration 33Q: 3 clusters Score -895753.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -895755.375000 Penalty: 1836.959595
	Iteration 34Q: 3 clusters Score -895755.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -895762.000000 Penalty: 1836.959595
	Iteration 35Q: 3 clusters Score -895762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -895767.375000 Penalty: 1836.959595
	Iteration 36Q: 3 clusters Score -895767.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -895775.000000 Penalty: 1836.959595
	Iteration 37Q: 3 clusters Score -895775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -895778.312500 Penalty: 1836.959595
	Iteration 38Q: 3 clusters Score -895778.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -895779.250000 Penalty: 1836.959595
	Iteration 39Q: 3 clusters Score -895779.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -895785.125000 Penalty: 1836.959595
	Iteration 40F: 3 clusters Score -895785.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -895786.437500 Penalty: 1836.959595
	Iteration 41Q: 3 clusters Score -895786.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -895788.187500 Penalty: 1836.959595
	Iteration 42Q: 3 clusters Score -895788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -895791.312500 Penalty: 1836.959595
	Iteration 43Q: 3 clusters Score -895791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -895791.062500 Penalty: 1836.959595
	Iteration 44Q: 3 clusters Score -895791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -895790.375000 Penalty: 1836.959595
	Iteration 45Q: 3 clusters Score -895790.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -895790.000000 Penalty: 1836.959595
	Iteration 46Q: 3 clusters Score -895790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -895791.187500 Penalty: 1836.959595
	Iteration 47Q: 3 clusters Score -895791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -895791.875000 Penalty: 1836.959595
	Iteration 48Q: 3 clusters Score -895791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -895790.562500 Penalty: 1836.959595
	Iteration 49Q: 3 clusters Score -895790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -895791.125000 Penalty: 1836.959595
	Iteration 50Q: 3 clusters Score -895791.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -895791.375000 Penalty: 1836.959595
	Iteration 51Q: 3 clusters Score -895791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -895790.750000 Penalty: 1836.959595
	Iteration 52Q: 3 clusters Score -895790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -895794.250000 Penalty: 1836.959595
	Iteration 53Q: 3 clusters Score -895794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -895797.250000 Penalty: 1836.959595
	Iteration 54Q: 3 clusters Score -895797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -895797.000000 Penalty: 1836.959595
	Iteration 55Q: 3 clusters Score -895797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -895797.062500 Penalty: 1836.959595
	Iteration 56Q: 3 clusters Score -895797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -895798.562500 Penalty: 1836.959595
	Iteration 57Q: 3 clusters Score -895798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -895798.125000 Penalty: 1836.959595
	Iteration 58Q: 3 clusters Score -895798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -895799.000000 Penalty: 1836.959595
	Iteration 59Q: 3 clusters Score -895799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -895800.125000 Penalty: 1836.959595
	Iteration 60F: 3 clusters Score -895800.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -105127.539062 Penalty: 734.450073
	Iteration 0F: 2 clusters Score -105127.5 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 1142 members 
Entering Unmasked Estep 
Score: -103281.984375 Penalty: 1468.900146
	Iteration 0F: 3 clusters Score -103282 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -103835.664062 Penalty: 1468.900146
	Iteration 1F: 3 clusters Score -103835.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -103999.210938 Penalty: 1468.900146
	Iteration 2F: 3 clusters Score -103999.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -104172.375000 Penalty: 1468.900146
	Iteration 3F: 3 clusters Score -104172.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -104339.773438 Penalty: 1468.900146
	Iteration 4F: 3 clusters Score -104339.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -104511.921875 Penalty: 1468.900146
	Iteration 5F: 3 clusters Score -104511.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -104611.562500 Penalty: 1468.900146
	Iteration 6Q: 3 clusters Score -104611.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104674.085938 Penalty: 1468.900146
	Iteration 7Q: 3 clusters Score -104674.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104708.476562 Penalty: 1468.900146
	Iteration 8Q: 3 clusters Score -104708.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -104725.695312 Penalty: 1468.900146
	Iteration 9Q: 3 clusters Score -104725.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104735.562500 Penalty: 1468.900146
	Iteration 10Q: 3 clusters Score -104735.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -104740.765625 Penalty: 1468.900146
	Iteration 11Q: 3 clusters Score -104740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104744.093750 Penalty: 1468.900146
	Iteration 12Q: 3 clusters Score -104744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -104745.914062 Penalty: 1468.900146
	Iteration 13Q: 3 clusters Score -104745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104746.671875 Penalty: 1468.900146
	Iteration 14Q: 3 clusters Score -104746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104747.125000 Penalty: 1468.900146
	Iteration 15Q: 3 clusters Score -104747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104747.125000 Penalty: 1468.900146
	Iteration 16F: 3 clusters Score -104747.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -245456.890625 Penalty: 799.461304
	Iteration 0F: 2 clusters Score -245456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -242162.546875 Penalty: 1598.922607
	Iteration 0F: 3 clusters Score -242162.5 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -243249.250000 Penalty: 1598.922607
	Iteration 1F: 3 clusters Score -243249.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -243402.671875 Penalty: 1598.922607
	Iteration 2F: 3 clusters Score -243402.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -243526.843750 Penalty: 1598.922607
	Iteration 3F: 3 clusters Score -243526.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -243640.000000 Penalty: 1598.922607
	Iteration 4Q: 3 clusters Score -243640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -243755.687500 Penalty: 1598.922607
	Iteration 5Q: 3 clusters Score -243755.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -243896.375000 Penalty: 1598.922607
	Iteration 6Q: 3 clusters Score -243896.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -244020.968750 Penalty: 1598.922607
	Iteration 7Q: 3 clusters Score -244021 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -244160.796875 Penalty: 1598.922607
	Iteration 8Q: 3 clusters Score -244160.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -244276.093750 Penalty: 1598.922607
	Iteration 9Q: 3 clusters Score -244276.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -244348.328125 Penalty: 1598.922607
	Iteration 10Q: 3 clusters Score -244348.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -244387.421875 Penalty: 1598.922607
	Iteration 11Q: 3 clusters Score -244387.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -244410.328125 Penalty: 1598.922607
	Iteration 12Q: 3 clusters Score -244410.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -244428.703125 Penalty: 1598.922607
	Iteration 13Q: 3 clusters Score -244428.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -244445.921875 Penalty: 1598.922607
	Iteration 14Q: 3 clusters Score -244445.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -244462.406250 Penalty: 1598.922607
	Iteration 15Q: 3 clusters Score -244462.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -244479.765625 Penalty: 1598.922607
	Iteration 16Q: 3 clusters Score -244479.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -244493.281250 Penalty: 1598.922607
	Iteration 17Q: 3 clusters Score -244493.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -244506.296875 Penalty: 1598.922607
	Iteration 18Q: 3 clusters Score -244506.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -244514.656250 Penalty: 1598.922607
	Iteration 19Q: 3 clusters Score -244514.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -244522.828125 Penalty: 1598.922607
	Iteration 20F: 3 clusters Score -244522.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -244531.937500 Penalty: 1598.922607
	Iteration 21Q: 3 clusters Score -244531.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -244541.687500 Penalty: 1598.922607
	Iteration 22Q: 3 clusters Score -244541.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -244552.578125 Penalty: 1598.922607
	Iteration 23Q: 3 clusters Score -244552.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -244564.296875 Penalty: 1598.922607
	Iteration 24Q: 3 clusters Score -244564.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -244575.812500 Penalty: 1598.922607
	Iteration 25Q: 3 clusters Score -244575.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -244590.453125 Penalty: 1598.922607
	Iteration 26Q: 3 clusters Score -244590.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -244602.500000 Penalty: 1598.922607
	Iteration 27Q: 3 clusters Score -244602.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -244612.406250 Penalty: 1598.922607
	Iteration 28Q: 3 clusters Score -244612.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -244623.171875 Penalty: 1598.922607
	Iteration 29Q: 3 clusters Score -244623.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -244635.281250 Penalty: 1598.922607
	Iteration 30Q: 3 clusters Score -244635.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -244646.156250 Penalty: 1598.922607
	Iteration 31Q: 3 clusters Score -244646.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244659.312500 Penalty: 1598.922607
	Iteration 32Q: 3 clusters Score -244659.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -244675.671875 Penalty: 1598.922607
	Iteration 33Q: 3 clusters Score -244675.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -244695.796875 Penalty: 1598.922607
	Iteration 34Q: 3 clusters Score -244695.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -244703.421875 Penalty: 1598.922607
	Iteration 35Q: 3 clusters Score -244703.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -244708.625000 Penalty: 1598.922607
	Iteration 36Q: 3 clusters Score -244708.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -244712.812500 Penalty: 1598.922607
	Iteration 37Q: 3 clusters Score -244712.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -244717.984375 Penalty: 1598.922607
	Iteration 38Q: 3 clusters Score -244718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -244723.437500 Penalty: 1598.922607
	Iteration 39Q: 3 clusters Score -244723.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -244727.921875 Penalty: 1598.922607
	Iteration 40F: 3 clusters Score -244727.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -244733.000000 Penalty: 1598.922607
	Iteration 41Q: 3 clusters Score -244733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -244736.359375 Penalty: 1598.922607
	Iteration 42Q: 3 clusters Score -244736.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -244739.750000 Penalty: 1598.922607
	Iteration 43Q: 3 clusters Score -244739.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -244741.953125 Penalty: 1598.922607
	Iteration 44Q: 3 clusters Score -244742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -244744.390625 Penalty: 1598.922607
	Iteration 45Q: 3 clusters Score -244744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -244745.531250 Penalty: 1598.922607
	Iteration 46Q: 3 clusters Score -244745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -244745.687500 Penalty: 1598.922607
	Iteration 47Q: 3 clusters Score -244745.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -244745.687500 Penalty: 1598.922607
	Iteration 48F: 3 clusters Score -244745.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Entering Unmasked Estep 
Score: -676467.625000 Penalty: 886.011169
	Iteration 0F: 2 clusters Score -676467.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -668796.562500 Penalty: 1772.022339
	Iteration 0F: 3 clusters Score -668796.6 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -671484.750000 Penalty: 1772.022339
	Iteration 1F: 3 clusters Score -671484.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -671654.500000 Penalty: 1772.022339
	Iteration 2Q: 3 clusters Score -671654.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -671816.937500 Penalty: 1772.022339
	Iteration 3Q: 3 clusters Score -671816.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -671987.062500 Penalty: 1772.022339
	Iteration 4Q: 3 clusters Score -671987.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -672163.500000 Penalty: 1772.022339
	Iteration 5Q: 3 clusters Score -672163.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -672369.250000 Penalty: 1772.022339
	Iteration 6Q: 3 clusters Score -672369.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -672600.000000 Penalty: 1772.022339
	Iteration 7Q: 3 clusters Score -672600 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -672887.812500 Penalty: 1772.022339
	Iteration 8Q: 3 clusters Score -672887.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -673181.937500 Penalty: 1772.022339
	Iteration 9Q: 3 clusters Score -673181.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -673488.625000 Penalty: 1772.022339
	Iteration 10Q: 3 clusters Score -673488.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -673739.937500 Penalty: 1772.022339
	Iteration 11Q: 3 clusters Score -673739.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -673867.437500 Penalty: 1772.022339
	Iteration 12Q: 3 clusters Score -673867.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -673931.875000 Penalty: 1772.022339
	Iteration 13Q: 3 clusters Score -673931.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -673960.562500 Penalty: 1772.022339
	Iteration 14Q: 3 clusters Score -673960.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -673979.937500 Penalty: 1772.022339
	Iteration 15Q: 3 clusters Score -673979.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -673991.125000 Penalty: 1772.022339
	Iteration 16Q: 3 clusters Score -673991.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -673999.437500 Penalty: 1772.022339
	Iteration 17Q: 3 clusters Score -673999.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -674006.250000 Penalty: 1772.022339
	Iteration 18Q: 3 clusters Score -674006.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -674015.500000 Penalty: 1772.022339
	Iteration 19Q: 3 clusters Score -674015.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -674019.875000 Penalty: 1772.022339
	Iteration 20F: 3 clusters Score -674019.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -674027.937500 Penalty: 1772.022339
	Iteration 21Q: 3 clusters Score -674027.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -674038.687500 Penalty: 1772.022339
	Iteration 22Q: 3 clusters Score -674038.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -674046.062500 Penalty: 1772.022339
	Iteration 23Q: 3 clusters Score -674046.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -674058.937500 Penalty: 1772.022339
	Iteration 24Q: 3 clusters Score -674058.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -674068.687500 Penalty: 1772.022339
	Iteration 25Q: 3 clusters Score -674068.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -674081.750000 Penalty: 1772.022339
	Iteration 26Q: 3 clusters Score -674081.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -674093.125000 Penalty: 1772.022339
	Iteration 27Q: 3 clusters Score -674093.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -674103.937500 Penalty: 1772.022339
	Iteration 28Q: 3 clusters Score -674103.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -674115.625000 Penalty: 1772.022339
	Iteration 29Q: 3 clusters Score -674115.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -674126.437500 Penalty: 1772.022339
	Iteration 30Q: 3 clusters Score -674126.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -674136.062500 Penalty: 1772.022339
	Iteration 31Q: 3 clusters Score -674136.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -674146.812500 Penalty: 1772.022339
	Iteration 32Q: 3 clusters Score -674146.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -674154.062500 Penalty: 1772.022339
	Iteration 33Q: 3 clusters Score -674154.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -674164.437500 Penalty: 1772.022339
	Iteration 34Q: 3 clusters Score -674164.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -674178.500000 Penalty: 1772.022339
	Iteration 35Q: 3 clusters Score -674178.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -674188.062500 Penalty: 1772.022339
	Iteration 36Q: 3 clusters Score -674188.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -674197.625000 Penalty: 1772.022339
	Iteration 37Q: 3 clusters Score -674197.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -674205.125000 Penalty: 1772.022339
	Iteration 38Q: 3 clusters Score -674205.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -674216.000000 Penalty: 1772.022339
	Iteration 39Q: 3 clusters Score -674216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -674226.437500 Penalty: 1772.022339
	Iteration 40F: 3 clusters Score -674226.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -674234.562500 Penalty: 1772.022339
	Iteration 41Q: 3 clusters Score -674234.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -674243.000000 Penalty: 1772.022339
	Iteration 42Q: 3 clusters Score -674243 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -674248.187500 Penalty: 1772.022339
	Iteration 43Q: 3 clusters Score -674248.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -674255.812500 Penalty: 1772.022339
	Iteration 44Q: 3 clusters Score -674255.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -674262.187500 Penalty: 1772.022339
	Iteration 45Q: 3 clusters Score -674262.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -674270.125000 Penalty: 1772.022339
	Iteration 46Q: 3 clusters Score -674270.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -674277.625000 Penalty: 1772.022339
	Iteration 47Q: 3 clusters Score -674277.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -674286.250000 Penalty: 1772.022339
	Iteration 48Q: 3 clusters Score -674286.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -674292.562500 Penalty: 1772.022339
	Iteration 49Q: 3 clusters Score -674292.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -674300.875000 Penalty: 1772.022339
	Iteration 50Q: 3 clusters Score -674300.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -674310.062500 Penalty: 1772.022339
	Iteration 51Q: 3 clusters Score -674310.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -674322.687500 Penalty: 1772.022339
	Iteration 52Q: 3 clusters Score -674322.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -674331.750000 Penalty: 1772.022339
	Iteration 53Q: 3 clusters Score -674331.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -674343.687500 Penalty: 1772.022339
	Iteration 54Q: 3 clusters Score -674343.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -674355.750000 Penalty: 1772.022339
	Iteration 55Q: 3 clusters Score -674355.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -674366.625000 Penalty: 1772.022339
	Iteration 56Q: 3 clusters Score -674366.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -674374.750000 Penalty: 1772.022339
	Iteration 57Q: 3 clusters Score -674374.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -674380.250000 Penalty: 1772.022339
	Iteration 58Q: 3 clusters Score -674380.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -674388.000000 Penalty: 1772.022339
	Iteration 59Q: 3 clusters Score -674388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -674395.375000 Penalty: 1772.022339
	Iteration 60F: 3 clusters Score -674395.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -674400.312500 Penalty: 1772.022339
	Iteration 61Q: 3 clusters Score -674400.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -674407.750000 Penalty: 1772.022339
	Iteration 62Q: 3 clusters Score -674407.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -674418.125000 Penalty: 1772.022339
	Iteration 63Q: 3 clusters Score -674418.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -674432.937500 Penalty: 1772.022339
	Iteration 64Q: 3 clusters Score -674432.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -674442.250000 Penalty: 1772.022339
	Iteration 65Q: 3 clusters Score -674442.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -674450.875000 Penalty: 1772.022339
	Iteration 66Q: 3 clusters Score -674450.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -674461.750000 Penalty: 1772.022339
	Iteration 67Q: 3 clusters Score -674461.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -674473.937500 Penalty: 1772.022339
	Iteration 68Q: 3 clusters Score -674473.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -674488.312500 Penalty: 1772.022339
	Iteration 69Q: 3 clusters Score -674488.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -674502.187500 Penalty: 1772.022339
	Iteration 70Q: 3 clusters Score -674502.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -674513.375000 Penalty: 1772.022339
	Iteration 71Q: 3 clusters Score -674513.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -674526.562500 Penalty: 1772.022339
	Iteration 72Q: 3 clusters Score -674526.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -674541.312500 Penalty: 1772.022339
	Iteration 73Q: 3 clusters Score -674541.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -674562.812500 Penalty: 1772.022339
	Iteration 74Q: 3 clusters Score -674562.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -674586.750000 Penalty: 1772.022339
	Iteration 75Q: 3 clusters Score -674586.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -674603.000000 Penalty: 1772.022339
	Iteration 76Q: 3 clusters Score -674603 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -674624.500000 Penalty: 1772.022339
	Iteration 77Q: 3 clusters Score -674624.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -674645.875000 Penalty: 1772.022339
	Iteration 78Q: 3 clusters Score -674645.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -674667.812500 Penalty: 1772.022339
	Iteration 79Q: 3 clusters Score -674667.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -674696.125000 Penalty: 1772.022339
	Iteration 80F: 3 clusters Score -674696.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -674724.187500 Penalty: 1772.022339
	Iteration 81Q: 3 clusters Score -674724.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -674756.562500 Penalty: 1772.022339
	Iteration 82Q: 3 clusters Score -674756.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -674788.562500 Penalty: 1772.022339
	Iteration 83Q: 3 clusters Score -674788.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -674820.875000 Penalty: 1772.022339
	Iteration 84Q: 3 clusters Score -674820.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -674859.937500 Penalty: 1772.022339
	Iteration 85Q: 3 clusters Score -674859.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -674890.250000 Penalty: 1772.022339
	Iteration 86Q: 3 clusters Score -674890.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -674919.312500 Penalty: 1772.022339
	Iteration 87Q: 3 clusters Score -674919.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -674960.750000 Penalty: 1772.022339
	Iteration 88Q: 3 clusters Score -674960.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -675000.375000 Penalty: 1772.022339
	Iteration 89Q: 3 clusters Score -675000.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -675051.562500 Penalty: 1772.022339
	Iteration 90Q: 3 clusters Score -675051.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -675106.312500 Penalty: 1772.022339
	Iteration 91Q: 3 clusters Score -675106.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -675165.625000 Penalty: 1772.022339
	Iteration 92Q: 3 clusters Score -675165.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -675218.437500 Penalty: 1772.022339
	Iteration 93Q: 3 clusters Score -675218.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -675263.875000 Penalty: 1772.022339
	Iteration 94Q: 3 clusters Score -675263.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -675296.312500 Penalty: 1772.022339
	Iteration 95Q: 3 clusters Score -675296.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -675333.750000 Penalty: 1772.022339
	Iteration 96Q: 3 clusters Score -675333.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -675363.375000 Penalty: 1772.022339
	Iteration 97Q: 3 clusters Score -675363.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -675392.562500 Penalty: 1772.022339
	Iteration 98Q: 3 clusters Score -675392.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -675430.000000 Penalty: 1772.022339
	Iteration 99Q: 3 clusters Score -675430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -675454.187500 Penalty: 1772.022339
	Iteration 100F: 3 clusters Score -675454.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -675475.562500 Penalty: 1772.022339
	Iteration 101Q: 3 clusters Score -675475.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -675493.875000 Penalty: 1772.022339
	Iteration 102Q: 3 clusters Score -675493.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -675513.562500 Penalty: 1772.022339
	Iteration 103Q: 3 clusters Score -675513.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -675529.000000 Penalty: 1772.022339
	Iteration 104Q: 3 clusters Score -675529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -675544.125000 Penalty: 1772.022339
	Iteration 105Q: 3 clusters Score -675544.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -675558.187500 Penalty: 1772.022339
	Iteration 106Q: 3 clusters Score -675558.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -675567.687500 Penalty: 1772.022339
	Iteration 107Q: 3 clusters Score -675567.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -675576.625000 Penalty: 1772.022339
	Iteration 108Q: 3 clusters Score -675576.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -675586.562500 Penalty: 1772.022339
	Iteration 109Q: 3 clusters Score -675586.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -675600.250000 Penalty: 1772.022339
	Iteration 110Q: 3 clusters Score -675600.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -675609.437500 Penalty: 1772.022339
	Iteration 111Q: 3 clusters Score -675609.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -675622.125000 Penalty: 1772.022339
	Iteration 112Q: 3 clusters Score -675622.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -675635.750000 Penalty: 1772.022339
	Iteration 113Q: 3 clusters Score -675635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -675649.687500 Penalty: 1772.022339
	Iteration 114Q: 3 clusters Score -675649.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -675659.625000 Penalty: 1772.022339
	Iteration 115Q: 3 clusters Score -675659.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -675669.062500 Penalty: 1772.022339
	Iteration 116Q: 3 clusters Score -675669.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -675670.250000 Penalty: 1772.022339
	Iteration 117Q: 3 clusters Score -675670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -675672.375000 Penalty: 1772.022339
	Iteration 118Q: 3 clusters Score -675672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -675674.125000 Penalty: 1772.022339
	Iteration 119Q: 3 clusters Score -675674.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -675676.625000 Penalty: 1772.022339
	Iteration 120F: 3 clusters Score -675676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -675677.625000 Penalty: 1772.022339
	Iteration 121Q: 3 clusters Score -675677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -675678.125000 Penalty: 1772.022339
	Iteration 122Q: 3 clusters Score -675678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -675677.375000 Penalty: 1772.022339
	Iteration 123Q: 3 clusters Score -675677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -675677.375000 Penalty: 1772.022339
	Iteration 124F: 3 clusters Score -675677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Entering Unmasked Estep 
Score: -808273.875000 Penalty: 928.875916
	Iteration 0F: 2 clusters Score -808273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -796425.750000 Penalty: 1857.751831
	Iteration 0F: 3 clusters Score -796425.8 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -801012.125000 Penalty: 1857.751831
	Iteration 1F: 3 clusters Score -801012.1 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -801333.375000 Penalty: 1857.751831
	Iteration 2Q: 3 clusters Score -801333.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -801715.000000 Penalty: 1857.751831
	Iteration 3Q: 3 clusters Score -801715 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -802216.875000 Penalty: 1857.751831
	Iteration 4F: 3 clusters Score -802216.9 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -802905.187500 Penalty: 1857.751831
	Iteration 5F: 3 clusters Score -802905.2 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -803811.000000 Penalty: 1857.751831
	Iteration 6F: 3 clusters Score -803811 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -804890.687500 Penalty: 1857.751831
	Iteration 7F: 3 clusters Score -804890.7 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -805990.812500 Penalty: 1857.751831
	Iteration 8F: 3 clusters Score -805990.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -806870.375000 Penalty: 1857.751831
	Iteration 9F: 3 clusters Score -806870.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -807470.750000 Penalty: 1857.751831
	Iteration 10Q: 3 clusters Score -807470.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -807858.000000 Penalty: 1857.751831
	Iteration 11Q: 3 clusters Score -807858 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -808135.500000 Penalty: 1857.751831
	Iteration 12Q: 3 clusters Score -808135.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -808262.875000 Penalty: 1857.751831
	Iteration 13Q: 3 clusters Score -808262.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -808301.187500 Penalty: 1857.751831
	Iteration 14Q: 3 clusters Score -808301.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -808310.250000 Penalty: 1857.751831
	Iteration 15Q: 3 clusters Score -808310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -808315.937500 Penalty: 1857.751831
	Iteration 16Q: 3 clusters Score -808315.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -808317.875000 Penalty: 1857.751831
	Iteration 17Q: 3 clusters Score -808317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -808319.125000 Penalty: 1857.751831
	Iteration 18Q: 3 clusters Score -808319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -808321.687500 Penalty: 1857.751831
	Iteration 19Q: 3 clusters Score -808321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -808465.562500 Penalty: 1857.751831
	Iteration 20F: 3 clusters Score -808465.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -808570.562500 Penalty: 1857.751831
	Iteration 21Q: 3 clusters Score -808570.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -808618.375000 Penalty: 1857.751831
	Iteration 22Q: 3 clusters Score -808618.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -808642.687500 Penalty: 1857.751831
	Iteration 23Q: 3 clusters Score -808642.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -808651.937500 Penalty: 1857.751831
	Iteration 24Q: 3 clusters Score -808651.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -808655.437500 Penalty: 1857.751831
	Iteration 25Q: 3 clusters Score -808655.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -808661.687500 Penalty: 1857.751831
	Iteration 26Q: 3 clusters Score -808661.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -808665.062500 Penalty: 1857.751831
	Iteration 27Q: 3 clusters Score -808665.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -808668.000000 Penalty: 1857.751831
	Iteration 28Q: 3 clusters Score -808668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -808669.625000 Penalty: 1857.751831
	Iteration 29Q: 3 clusters Score -808669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -808670.312500 Penalty: 1857.751831
	Iteration 30Q: 3 clusters Score -808670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -808673.062500 Penalty: 1857.751831
	Iteration 31Q: 3 clusters Score -808673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -808673.375000 Penalty: 1857.751831
	Iteration 32Q: 3 clusters Score -808673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -808673.562500 Penalty: 1857.751831
	Iteration 33Q: 3 clusters Score -808673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -808676.250000 Penalty: 1857.751831
	Iteration 34Q: 3 clusters Score -808676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -808676.312500 Penalty: 1857.751831
	Iteration 35Q: 3 clusters Score -808676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -808675.437500 Penalty: 1857.751831
	Iteration 36Q: 3 clusters Score -808675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -808675.187500 Penalty: 1857.751831
	Iteration 37Q: 3 clusters Score -808675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -808675.187500 Penalty: 1857.751831
	Iteration 38F: 3 clusters Score -808675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 88593 members 
Mstep: Class 3 contains 4246 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 72017 members 
Mstep: Class 6 contains 234035 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 146878 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 13096 members 
Mstep: Class 14 contains 35444 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 27647 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 15807 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 11231 members 
Mstep: Class 23 contains 628 members 
Mstep: Class 24 contains 7235 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 657 members 
Mstep: Class 29 contains 17007 members 
Entering Unmasked Estep 
Score: -38619124.000000 Penalty: 37222.273438
Splitting cluster 23 changes total score from -38618768.000000 to -38619124.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 24 (7235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Entering Unmasked Estep 
Score: -339572.937500 Penalty: 844.235107
	Iteration 0F: 2 clusters Score -339572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -334581.843750 Penalty: 1688.470215
	Iteration 0F: 3 clusters Score -334581.8 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -336456.500000 Penalty: 1688.470215
	Iteration 1F: 3 clusters Score -336456.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -336819.625000 Penalty: 1688.470215
	Iteration 2F: 3 clusters Score -336819.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -337155.687500 Penalty: 1688.470215
	Iteration 3F: 3 clusters Score -337155.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -337397.687500 Penalty: 1688.470215
	Iteration 4F: 3 clusters Score -337397.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -337593.687500 Penalty: 1688.470215
	Iteration 5F: 3 clusters Score -337593.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -337771.968750 Penalty: 1688.470215
	Iteration 6Q: 3 clusters Score -337772 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -337924.437500 Penalty: 1688.470215
	Iteration 7Q: 3 clusters Score -337924.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -338048.781250 Penalty: 1688.470215
	Iteration 8Q: 3 clusters Score -338048.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -338157.531250 Penalty: 1688.470215
	Iteration 9Q: 3 clusters Score -338157.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -338270.968750 Penalty: 1688.470215
	Iteration 10Q: 3 clusters Score -338271 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -338369.531250 Penalty: 1688.470215
	Iteration 11Q: 3 clusters Score -338369.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -338459.468750 Penalty: 1688.470215
	Iteration 12Q: 3 clusters Score -338459.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -338557.437500 Penalty: 1688.470215
	Iteration 13Q: 3 clusters Score -338557.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -338636.593750 Penalty: 1688.470215
	Iteration 14Q: 3 clusters Score -338636.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -338721.031250 Penalty: 1688.470215
	Iteration 15Q: 3 clusters Score -338721 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -338813.937500 Penalty: 1688.470215
	Iteration 16Q: 3 clusters Score -338813.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -338886.250000 Penalty: 1688.470215
	Iteration 17Q: 3 clusters Score -338886.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -338939.500000 Penalty: 1688.470215
	Iteration 18Q: 3 clusters Score -338939.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -338984.281250 Penalty: 1688.470215
	Iteration 19Q: 3 clusters Score -338984.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -339014.062500 Penalty: 1688.470215
	Iteration 20F: 3 clusters Score -339014.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -339035.156250 Penalty: 1688.470215
	Iteration 21Q: 3 clusters Score -339035.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -339051.656250 Penalty: 1688.470215
	Iteration 22Q: 3 clusters Score -339051.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -339062.093750 Penalty: 1688.470215
	Iteration 23Q: 3 clusters Score -339062.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -339075.406250 Penalty: 1688.470215
	Iteration 24Q: 3 clusters Score -339075.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -339099.875000 Penalty: 1688.470215
	Iteration 25Q: 3 clusters Score -339099.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -339138.281250 Penalty: 1688.470215
	Iteration 26Q: 3 clusters Score -339138.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -339164.375000 Penalty: 1688.470215
	Iteration 27Q: 3 clusters Score -339164.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -339180.375000 Penalty: 1688.470215
	Iteration 28Q: 3 clusters Score -339180.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -339192.968750 Penalty: 1688.470215
	Iteration 29Q: 3 clusters Score -339193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -339202.656250 Penalty: 1688.470215
	Iteration 30Q: 3 clusters Score -339202.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -339208.593750 Penalty: 1688.470215
	Iteration 31Q: 3 clusters Score -339208.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -339210.468750 Penalty: 1688.470215
	Iteration 32Q: 3 clusters Score -339210.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -339214.875000 Penalty: 1688.470215
	Iteration 33Q: 3 clusters Score -339214.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -339216.406250 Penalty: 1688.470215
	Iteration 34Q: 3 clusters Score -339216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -339218.375000 Penalty: 1688.470215
	Iteration 35Q: 3 clusters Score -339218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -339219.281250 Penalty: 1688.470215
	Iteration 36Q: 3 clusters Score -339219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -339221.906250 Penalty: 1688.470215
	Iteration 37Q: 3 clusters Score -339221.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -339221.906250 Penalty: 1688.470215
	Iteration 38F: 3 clusters Score -339221.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -288132.437500 Penalty: 823.755920
	Iteration 0F: 2 clusters Score -288132.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -284010.656250 Penalty: 1647.511841
	Iteration 0F: 3 clusters Score -284010.7 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -285325.562500 Penalty: 1647.511841
	Iteration 1F: 3 clusters Score -285325.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -285512.218750 Penalty: 1647.511841
	Iteration 2F: 3 clusters Score -285512.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -285701.500000 Penalty: 1647.511841
	Iteration 3F: 3 clusters Score -285701.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -285928.312500 Penalty: 1647.511841
	Iteration 4F: 3 clusters Score -285928.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -286190.156250 Penalty: 1647.511841
	Iteration 5F: 3 clusters Score -286190.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -286463.031250 Penalty: 1647.511841
	Iteration 6F: 3 clusters Score -286463 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -286722.625000 Penalty: 1647.511841
	Iteration 7F: 3 clusters Score -286722.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -286932.593750 Penalty: 1647.511841
	Iteration 8F: 3 clusters Score -286932.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -287109.687500 Penalty: 1647.511841
	Iteration 9F: 3 clusters Score -287109.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -287241.625000 Penalty: 1647.511841
	Iteration 10Q: 3 clusters Score -287241.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -287372.593750 Penalty: 1647.511841
	Iteration 11Q: 3 clusters Score -287372.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -287511.062500 Penalty: 1647.511841
	Iteration 12Q: 3 clusters Score -287511.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -287643.468750 Penalty: 1647.511841
	Iteration 13Q: 3 clusters Score -287643.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -287758.531250 Penalty: 1647.511841
	Iteration 14Q: 3 clusters Score -287758.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -287838.500000 Penalty: 1647.511841
	Iteration 15Q: 3 clusters Score -287838.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -287909.468750 Penalty: 1647.511841
	Iteration 16Q: 3 clusters Score -287909.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -287959.406250 Penalty: 1647.511841
	Iteration 17Q: 3 clusters Score -287959.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -287988.968750 Penalty: 1647.511841
	Iteration 18Q: 3 clusters Score -287989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -288006.906250 Penalty: 1647.511841
	Iteration 19Q: 3 clusters Score -288006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -288021.781250 Penalty: 1647.511841
	Iteration 20F: 3 clusters Score -288021.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -288036.437500 Penalty: 1647.511841
	Iteration 21Q: 3 clusters Score -288036.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -288048.125000 Penalty: 1647.511841
	Iteration 22Q: 3 clusters Score -288048.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -288062.750000 Penalty: 1647.511841
	Iteration 23Q: 3 clusters Score -288062.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -288073.125000 Penalty: 1647.511841
	Iteration 24Q: 3 clusters Score -288073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -288079.250000 Penalty: 1647.511841
	Iteration 25Q: 3 clusters Score -288079.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -288084.000000 Penalty: 1647.511841
	Iteration 26Q: 3 clusters Score -288084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -288085.750000 Penalty: 1647.511841
	Iteration 27Q: 3 clusters Score -288085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -288085.468750 Penalty: 1647.511841
	Iteration 28Q: 3 clusters Score -288085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -288085.468750 Penalty: 1647.511841
	Iteration 29F: 3 clusters Score -288085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 88593 members 
Mstep: Class 3 contains 4246 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 72017 members 
Mstep: Class 6 contains 234035 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 146878 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 13096 members 
Mstep: Class 14 contains 35444 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 27647 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 15807 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 11231 members 
Mstep: Class 23 contains 628 members 
Mstep: Class 24 contains 7235 members 
Mstep: Class 25 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619948.000000 Penalty: 37222.273438
Iteration 79Q: 30 clusters Score -3.861995e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 87053 members 
Mstep: Class 3 contains 4248 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 72109 members 
Mstep: Class 6 contains 236097 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 146404 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 13 contains 13091 members 
Mstep: Class 14 contains 35487 members 
Mstep: Class 15 contains 6049 members 
Mstep: Class 16 contains 27626 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 15811 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 4532 members 
Mstep: Class 22 contains 11078 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 7303 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 564 members 
Mstep: Class 29 contains 16792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621200.000000 Penalty: 37222.273438
Iteration 80F: 30 clusters Score -3.86212e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 85311 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 4611 members 
Mstep: Class 5 contains 72011 members 
Mstep: Class 6 contains 237782 members 
Mstep: Class 7 contains 3895 members 
Mstep: Class 8 contains 145868 members 
Mstep: Class 9 contains 6071 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 13079 members 
Mstep: Class 14 contains 35484 members 
Mstep: Class 15 contains 6237 members 
Mstep: Class 16 contains 27446 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 15813 members 
Mstep: Class 20 contains 2214 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 10936 members 
Mstep: Class 23 contains 676 members 
Mstep: Class 24 contains 7358 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 2456 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 563 members 
Mstep: Class 29 contains 17575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621864.000000 Penalty: 37222.273438
Iteration 81Q: 30 clusters Score -3.862186e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 83408 members 
Mstep: Class 3 contains 4253 members 
Mstep: Class 4 contains 4368 members 
Mstep: Class 5 contains 71955 members 
Mstep: Class 6 contains 239848 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 145270 members 
Mstep: Class 9 contains 6066 members 
Mstep: Class 10 contains 5253 members 
Mstep: Class 11 contains 10609 members 
Mstep: Class 12 contains 2657 members 
Mstep: Class 13 contains 13068 members 
Mstep: Class 14 contains 35491 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 27285 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 15811 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 4535 members 
Mstep: Class 22 contains 10794 members 
Mstep: Class 23 contains 700 members 
Mstep: Class 24 contains 7410 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 2534 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 571 members 
Mstep: Class 29 contains 18123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622268.000000 Penalty: 37222.273438
Iteration 82Q: 30 clusters Score -3.862227e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 81440 members 
Mstep: Class 3 contains 4265 members 
Mstep: Class 4 contains 4136 members 
Mstep: Class 5 contains 71939 members 
Mstep: Class 6 contains 242079 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 144688 members 
Mstep: Class 9 contains 6057 members 
Mstep: Class 10 contains 5355 members 
Mstep: Class 11 contains 10717 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 13051 members 
Mstep: Class 14 contains 35478 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 27154 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 15812 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 4541 members 
Mstep: Class 22 contains 10640 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 7465 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 2592 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 18533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622712.000000 Penalty: 37222.273438
Iteration 83Q: 30 clusters Score -3.862271e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 79444 members 
Mstep: Class 3 contains 4274 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 71955 members 
Mstep: Class 6 contains 244420 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 144142 members 
Mstep: Class 9 contains 6046 members 
Mstep: Class 10 contains 5448 members 
Mstep: Class 11 contains 10829 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 13042 members 
Mstep: Class 14 contains 35464 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 27040 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 15813 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 4542 members 
Mstep: Class 22 contains 10462 members 
Mstep: Class 23 contains 755 members 
Mstep: Class 24 contains 7510 members 
Mstep: Class 25 contains 5813 members 
Mstep: Class 26 contains 2633 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 577 members 
Mstep: Class 29 contains 18884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623288.000000 Penalty: 37222.273438
Iteration 84Q: 30 clusters Score -3.862329e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 77427 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 3708 members 
Mstep: Class 5 contains 71988 members 
Mstep: Class 6 contains 246779 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 143579 members 
Mstep: Class 9 contains 6046 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 10938 members 
Mstep: Class 12 contains 2636 members 
Mstep: Class 13 contains 13026 members 
Mstep: Class 14 contains 35445 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 26938 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 15813 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 4548 members 
Mstep: Class 22 contains 10299 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 7557 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 2673 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 584 members 
Mstep: Class 29 contains 19200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623552.000000 Penalty: 37222.273438
Iteration 85Q: 30 clusters Score -3.862355e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 75455 members 
Mstep: Class 3 contains 4298 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 72060 members 
Mstep: Class 6 contains 249076 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 143107 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 11 contains 11046 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 13006 members 
Mstep: Class 14 contains 35427 members 
Mstep: Class 15 contains 6994 members 
Mstep: Class 16 contains 26816 members 
Mstep: Class 17 contains 2049 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 15816 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 4550 members 
Mstep: Class 22 contains 10140 members 
Mstep: Class 23 contains 802 members 
Mstep: Class 24 contains 7598 members 
Mstep: Class 25 contains 5803 members 
Mstep: Class 26 contains 2700 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 600 members 
Mstep: Class 29 contains 19481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623684.000000 Penalty: 37222.273438
Iteration 86Q: 30 clusters Score -3.862368e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 73498 members 
Mstep: Class 3 contains 4303 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 72106 members 
Mstep: Class 6 contains 251352 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 142675 members 
Mstep: Class 9 contains 6041 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 11137 members 
Mstep: Class 12 contains 2627 members 
Mstep: Class 13 contains 12965 members 
Mstep: Class 14 contains 35409 members 
Mstep: Class 15 contains 7085 members 
Mstep: Class 16 contains 26713 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 15820 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 830 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 2718 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 606 members 
Mstep: Class 29 contains 19765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623984.000000 Penalty: 37222.273438
Iteration 87Q: 30 clusters Score -3.862398e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 71638 members 
Mstep: Class 3 contains 4310 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 72165 members 
Mstep: Class 6 contains 253539 members 
Mstep: Class 7 contains 3543 members 
Mstep: Class 8 contains 142237 members 
Mstep: Class 9 contains 6033 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 11219 members 
Mstep: Class 12 contains 2621 members 
Mstep: Class 13 contains 12929 members 
Mstep: Class 14 contains 35392 members 
Mstep: Class 15 contains 7163 members 
Mstep: Class 16 contains 26628 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 15821 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 4548 members 
Mstep: Class 22 contains 9851 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 7683 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 1165 members 
Mstep: Class 28 contains 621 members 
Mstep: Class 29 contains 20045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624324.000000 Penalty: 37222.273438
Iteration 88Q: 30 clusters Score -3.862432e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 69860 members 
Mstep: Class 3 contains 4318 members 
Mstep: Class 4 contains 2914 members 
Mstep: Class 5 contains 72227 members 
Mstep: Class 6 contains 255612 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 141805 members 
Mstep: Class 9 contains 6039 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 11283 members 
Mstep: Class 12 contains 2616 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 35365 members 
Mstep: Class 15 contains 7247 members 
Mstep: Class 16 contains 26543 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 15822 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 4545 members 
Mstep: Class 22 contains 9703 members 
Mstep: Class 23 contains 891 members 
Mstep: Class 24 contains 7743 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 2730 members 
Mstep: Class 27 contains 1173 members 
Mstep: Class 28 contains 635 members 
Mstep: Class 29 contains 20339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624692.000000 Penalty: 37222.273438
Iteration 89Q: 30 clusters Score -3.862469e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 68186 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 2722 members 
Mstep: Class 5 contains 72296 members 
Mstep: Class 6 contains 257646 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 141358 members 
Mstep: Class 9 contains 6038 members 
Mstep: Class 10 contains 5742 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 12868 members 
Mstep: Class 14 contains 35340 members 
Mstep: Class 15 contains 7366 members 
Mstep: Class 16 contains 26458 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 15826 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 21 contains 4546 members 
Mstep: Class 22 contains 9539 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 7803 members 
Mstep: Class 25 contains 5775 members 
Mstep: Class 26 contains 2726 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 20584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625136.000000 Penalty: 37222.273438
Iteration 90Q: 30 clusters Score -3.862514e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 66601 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 72388 members 
Mstep: Class 6 contains 259548 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 140949 members 
Mstep: Class 9 contains 6031 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 11443 members 
Mstep: Class 12 contains 2608 members 
Mstep: Class 13 contains 12841 members 
Mstep: Class 14 contains 35326 members 
Mstep: Class 15 contains 7474 members 
Mstep: Class 16 contains 26373 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 15829 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 9370 members 
Mstep: Class 23 contains 931 members 
Mstep: Class 24 contains 7869 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 2717 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 679 members 
Mstep: Class 29 contains 20823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625432.000000 Penalty: 37222.273438
Iteration 91Q: 30 clusters Score -3.862543e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 65057 members 
Mstep: Class 3 contains 4333 members 
Mstep: Class 4 contains 2344 members 
Mstep: Class 5 contains 72457 members 
Mstep: Class 6 contains 261335 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 8 contains 140579 members 
Mstep: Class 9 contains 6025 members 
Mstep: Class 10 contains 5826 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 2606 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 35309 members 
Mstep: Class 15 contains 7569 members 
Mstep: Class 16 contains 26292 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 15828 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 4545 members 
Mstep: Class 22 contains 9215 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 7947 members 
Mstep: Class 25 contains 5747 members 
Mstep: Class 26 contains 2711 members 
Mstep: Class 27 contains 1193 members 
Mstep: Class 28 contains 707 members 
Mstep: Class 29 contains 21043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625680.000000 Penalty: 37222.273438
Iteration 92Q: 30 clusters Score -3.862568e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 63593 members 
Mstep: Class 3 contains 4348 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 72497 members 
Mstep: Class 6 contains 262938 members 
Mstep: Class 7 contains 3314 members 
Mstep: Class 8 contains 140264 members 
Mstep: Class 9 contains 6017 members 
Mstep: Class 10 contains 5870 members 
Mstep: Class 11 contains 11614 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 12786 members 
Mstep: Class 14 contains 35292 members 
Mstep: Class 15 contains 7672 members 
Mstep: Class 16 contains 26218 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 3270 members 
Mstep: Class 19 contains 15830 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 4545 members 
Mstep: Class 22 contains 9084 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 8011 members 
Mstep: Class 25 contains 5741 members 
Mstep: Class 26 contains 2708 members 
Mstep: Class 27 contains 1199 members 
Mstep: Class 28 contains 722 members 
Mstep: Class 29 contains 21260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626116.000000 Penalty: 37222.273438
Iteration 93Q: 30 clusters Score -3.862612e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 62209 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 2048 members 
Mstep: Class 5 contains 72549 members 
Mstep: Class 6 contains 264501 members 
Mstep: Class 7 contains 3287 members 
Mstep: Class 8 contains 139930 members 
Mstep: Class 9 contains 6011 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 11696 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 12767 members 
Mstep: Class 14 contains 35276 members 
Mstep: Class 15 contains 7749 members 
Mstep: Class 16 contains 26134 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 15830 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 24 contains 8078 members 
Mstep: Class 25 contains 5732 members 
Mstep: Class 26 contains 2705 members 
Mstep: Class 27 contains 1202 members 
Mstep: Class 28 contains 752 members 
Mstep: Class 29 contains 21438 members 
Entering Unmasked Estep 
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Score: -38626376.000000 Penalty: 37222.273438
Iteration 94Q: 30 clusters Score -3.862638e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 60940 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 72613 members 
Mstep: Class 6 contains 265882 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 139595 members 
Mstep: Class 9 contains 6010 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 12751 members 
Mstep: Class 14 contains 35263 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 26048 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 15828 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 21 contains 4547 members 
Mstep: Class 22 contains 8876 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 8135 members 
Mstep: Class 25 contains 5732 members 
Mstep: Class 26 contains 2698 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 21624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626432.000000 Penalty: 37222.273438
Iteration 95Q: 30 clusters Score -3.862643e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 59731 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 72679 members 
Mstep: Class 6 contains 267201 members 
Mstep: Class 7 contains 3220 members 
Mstep: Class 8 contains 139329 members 
Mstep: Class 9 contains 6009 members 
Mstep: Class 10 contains 5979 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 2596 members 
Mstep: Class 13 contains 12728 members 
Mstep: Class 14 contains 35243 members 
Mstep: Class 15 contains 7897 members 
Mstep: Class 16 contains 25970 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 3249 members 
Mstep: Class 19 contains 15826 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 21 contains 4551 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 8192 members 
Mstep: Class 25 contains 5722 members 
Mstep: Class 26 contains 2689 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 835 members 
Mstep: Class 29 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626784.000000 Penalty: 37222.273438
Iteration 96Q: 30 clusters Score -3.862678e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 58607 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 72736 members 
Mstep: Class 6 contains 268382 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 139101 members 
Mstep: Class 9 contains 6011 members 
Mstep: Class 10 contains 5997 members 
Mstep: Class 11 contains 11987 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 12694 members 
Mstep: Class 14 contains 35223 members 
Mstep: Class 15 contains 7952 members 
Mstep: Class 16 contains 25902 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 3240 members 
Mstep: Class 19 contains 15828 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 4551 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 1100 members 
Mstep: Class 24 contains 8256 members 
Mstep: Class 25 contains 5716 members 
Mstep: Class 26 contains 2682 members 
Mstep: Class 27 contains 1232 members 
Mstep: Class 28 contains 877 members 
Mstep: Class 29 contains 21882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627020.000000 Penalty: 37222.273438
Iteration 97Q: 30 clusters Score -3.862702e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 57586 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 72791 members 
Mstep: Class 6 contains 269423 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 138895 members 
Mstep: Class 9 contains 6010 members 
Mstep: Class 10 contains 6017 members 
Mstep: Class 11 contains 12088 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 35197 members 
Mstep: Class 15 contains 7989 members 
Mstep: Class 16 contains 25840 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 3233 members 
Mstep: Class 19 contains 15829 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 4551 members 
Mstep: Class 22 contains 8599 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 8306 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 2675 members 
Mstep: Class 27 contains 1246 members 
Mstep: Class 28 contains 928 members 
Mstep: Class 29 contains 22003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627320.000000 Penalty: 37222.273438
Iteration 98Q: 30 clusters Score -3.862732e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 56636 members 
Mstep: Class 3 contains 4390 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 72845 members 
Mstep: Class 6 contains 270347 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 138738 members 
Mstep: Class 9 contains 6002 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 12191 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 13 contains 12653 members 
Mstep: Class 14 contains 35175 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 25777 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 15827 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 4554 members 
Mstep: Class 22 contains 8516 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 8357 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 2668 members 
Mstep: Class 27 contains 1256 members 
Mstep: Class 28 contains 975 members 
Mstep: Class 29 contains 22116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627408.000000 Penalty: 37222.273438
Iteration 99Q: 30 clusters Score -3.862741e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 55752 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 72910 members 
Mstep: Class 6 contains 271211 members 
Mstep: Class 7 contains 3150 members 
Mstep: Class 8 contains 138589 members 
Mstep: Class 9 contains 6001 members 
Mstep: Class 10 contains 6063 members 
Mstep: Class 11 contains 12292 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 12633 members 
Mstep: Class 14 contains 35147 members 
Mstep: Class 15 contains 8091 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 15830 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 8410 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 8419 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 2655 members 
Mstep: Class 27 contains 1268 members 
Mstep: Class 28 contains 1032 members 
Mstep: Class 29 contains 22213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627560.000000 Penalty: 37222.273438
Iteration 100F: 30 clusters Score -3.862756e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 54891 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 72954 members 
Mstep: Class 6 contains 272007 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 138443 members 
Mstep: Class 9 contains 6005 members 
Mstep: Class 10 contains 6087 members 
Mstep: Class 11 contains 12374 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 12620 members 
Mstep: Class 14 contains 35122 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 25661 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 15830 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 21 contains 4547 members 
Mstep: Class 22 contains 8317 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 8470 members 
Mstep: Class 25 contains 5696 members 
Mstep: Class 26 contains 2648 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 1082 members 
Mstep: Class 29 contains 22332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627720.000000 Penalty: 37222.273438
Iteration 101Q: 30 clusters Score -3.862772e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 54061 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 72998 members 
Mstep: Class 6 contains 272743 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 138311 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 6098 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 12608 members 
Mstep: Class 14 contains 35109 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 15829 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 4544 members 
Mstep: Class 22 contains 8216 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 8529 members 
Mstep: Class 25 contains 5692 members 
Mstep: Class 26 contains 2641 members 
Mstep: Class 27 contains 1289 members 
Mstep: Class 28 contains 1138 members 
Mstep: Class 29 contains 22470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628004.000000 Penalty: 37222.273438
Iteration 102Q: 30 clusters Score -3.8628e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 53292 members 
Mstep: Class 3 contains 4402 members 
Mstep: Class 4 contains 1280 members 
Mstep: Class 5 contains 73026 members 
Mstep: Class 6 contains 273451 members 
Mstep: Class 7 contains 3140 members 
Mstep: Class 8 contains 138214 members 
Mstep: Class 9 contains 6000 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 12544 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 12593 members 
Mstep: Class 14 contains 35092 members 
Mstep: Class 15 contains 8282 members 
Mstep: Class 16 contains 25583 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 15828 members 
Mstep: Class 20 contains 1887 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 8120 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 2640 members 
Mstep: Class 27 contains 1298 members 
Mstep: Class 28 contains 1188 members 
Mstep: Class 29 contains 22568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628012.000000 Penalty: 37222.273438
Iteration 103Q: 30 clusters Score -3.862801e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 52592 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 73038 members 
Mstep: Class 6 contains 274081 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 138115 members 
Mstep: Class 9 contains 6002 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 12613 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 35079 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 25535 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 3183 members 
Mstep: Class 19 contains 15831 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 8021 members 
Mstep: Class 23 contains 1237 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 5684 members 
Mstep: Class 26 contains 2639 members 
Mstep: Class 27 contains 1305 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 22672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628200.000000 Penalty: 37222.273438
Iteration 104Q: 30 clusters Score -3.86282e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 51896 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 73057 members 
Mstep: Class 6 contains 274707 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 138018 members 
Mstep: Class 9 contains 5999 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 12677 members 
Mstep: Class 12 contains 2564 members 
Mstep: Class 13 contains 12564 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 25492 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 15831 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 1247 members 
Mstep: Class 24 contains 8701 members 
Mstep: Class 25 contains 5682 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 1308 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 22787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628356.000000 Penalty: 37222.273438
Iteration 105Q: 30 clusters Score -3.862836e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 51307 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 73079 members 
Mstep: Class 6 contains 275253 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 137934 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 12747 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 12549 members 
Mstep: Class 14 contains 35054 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 25448 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 15830 members 
Mstep: Class 20 contains 1862 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 7814 members 
Mstep: Class 23 contains 1263 members 
Mstep: Class 24 contains 8746 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 1313 members 
Mstep: Class 28 contains 1318 members 
Mstep: Class 29 contains 22893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628452.000000 Penalty: 37222.273438
Iteration 106Q: 30 clusters Score -3.862845e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 50783 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 73104 members 
Mstep: Class 6 contains 275734 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 137858 members 
Mstep: Class 9 contains 5997 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 12808 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 12528 members 
Mstep: Class 14 contains 35044 members 
Mstep: Class 15 contains 8490 members 
Mstep: Class 16 contains 25411 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 15831 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1277 members 
Mstep: Class 24 contains 8783 members 
Mstep: Class 25 contains 5668 members 
Mstep: Class 26 contains 2640 members 
Mstep: Class 27 contains 1319 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 22991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628440.000000 Penalty: 37222.273438
Iteration 107Q: 30 clusters Score -3.862844e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 50323 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 5 contains 73122 members 
Mstep: Class 6 contains 276112 members 
Mstep: Class 7 contains 3152 members 
Mstep: Class 8 contains 137784 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 6199 members 
Mstep: Class 11 contains 12867 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 35029 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 16 contains 25389 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 15833 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 7634 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 8815 members 
Mstep: Class 25 contains 5667 members 
Mstep: Class 26 contains 2637 members 
Mstep: Class 27 contains 1325 members 
Mstep: Class 28 contains 1375 members 
Mstep: Class 29 contains 23093 members 
Entering Unmasked Estep 
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Score: -38628412.000000 Penalty: 37222.273438
Iteration 108Q: 30 clusters Score -3.862841e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 49918 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 1082 members 
Mstep: Class 5 contains 73135 members 
Mstep: Class 6 contains 276425 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 137740 members 
Mstep: Class 9 contains 5995 members 
Mstep: Class 10 contains 6198 members 
Mstep: Class 11 contains 12937 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 12502 members 
Mstep: Class 14 contains 35019 members 
Mstep: Class 15 contains 8626 members 
Mstep: Class 16 contains 25370 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 15834 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 7540 members 
Mstep: Class 23 contains 1301 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 5670 members 
Mstep: Class 26 contains 2638 members 
Mstep: Class 27 contains 1334 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 23177 members 
Entering Unmasked Estep 
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Score: -38628440.000000 Penalty: 37222.273438
Iteration 109Q: 30 clusters Score -3.862844e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 49511 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 73147 members 
Mstep: Class 6 contains 276804 members 
Mstep: Class 7 contains 3154 members 
Mstep: Class 8 contains 137698 members 
Mstep: Class 9 contains 5994 members 
Mstep: Class 10 contains 6202 members 
Mstep: Class 11 contains 13009 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 12489 members 
Mstep: Class 14 contains 35012 members 
Mstep: Class 15 contains 8670 members 
Mstep: Class 16 contains 25344 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 15834 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 7452 members 
Mstep: Class 23 contains 1305 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 5667 members 
Mstep: Class 26 contains 2633 members 
Mstep: Class 27 contains 1339 members 
Mstep: Class 28 contains 1406 members 
Mstep: Class 29 contains 23236 members 
Entering Unmasked Estep 
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Score: -38628532.000000 Penalty: 37222.273438
Iteration 110Q: 30 clusters Score -3.862853e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 49143 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 1030 members 
Mstep: Class 5 contains 73168 members 
Mstep: Class 6 contains 277117 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 137646 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 6203 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 12481 members 
Mstep: Class 14 contains 35007 members 
Mstep: Class 15 contains 8694 members 
Mstep: Class 16 contains 25317 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 3118 members 
Mstep: Class 19 contains 15835 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 7373 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 8918 members 
Mstep: Class 25 contains 5666 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 1430 members 
Mstep: Class 29 contains 23307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628672.000000 Penalty: 37222.273438
Iteration 111Q: 30 clusters Score -3.862867e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 48768 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 1014 members 
Mstep: Class 5 contains 73181 members 
Mstep: Class 6 contains 277422 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 137612 members 
Mstep: Class 9 contains 5989 members 
Mstep: Class 10 contains 6209 members 
Mstep: Class 11 contains 13130 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 12469 members 
Mstep: Class 14 contains 34996 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 25300 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 15835 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 7295 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 8956 members 
Mstep: Class 25 contains 5666 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 1450 members 
Mstep: Class 29 contains 23368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628748.000000 Penalty: 37222.273438
Iteration 112Q: 30 clusters Score -3.862875e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 48425 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 1004 members 
Mstep: Class 5 contains 73193 members 
Mstep: Class 6 contains 277708 members 
Mstep: Class 7 contains 3165 members 
Mstep: Class 8 contains 137577 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 6219 members 
Mstep: Class 11 contains 13186 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 12458 members 
Mstep: Class 14 contains 34988 members 
Mstep: Class 15 contains 8750 members 
Mstep: Class 16 contains 25279 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 15835 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 4541 members 
Mstep: Class 22 contains 7198 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 8987 members 
Mstep: Class 25 contains 5666 members 
Mstep: Class 26 contains 2616 members 
Mstep: Class 27 contains 1360 members 
Mstep: Class 28 contains 1464 members 
Mstep: Class 29 contains 23436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628784.000000 Penalty: 37222.273438
Iteration 113Q: 30 clusters Score -3.862878e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 48048 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 73203 members 
Mstep: Class 6 contains 278050 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 137532 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 6224 members 
Mstep: Class 11 contains 13221 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 34982 members 
Mstep: Class 15 contains 8767 members 
Mstep: Class 16 contains 25263 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 3113 members 
Mstep: Class 19 contains 15836 members 
Mstep: Class 20 contains 1845 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 7121 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 5665 members 
Mstep: Class 26 contains 2617 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 1485 members 
Mstep: Class 29 contains 23488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1282.437378 but Gain 1283.527344
Score: -38628880.000000 Penalty: 35938.746094
Iteration 114Q: 29 clusters Score -3.862888e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 47713 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 5 contains 73217 members 
Mstep: Class 6 contains 279323 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 8 contains 137482 members 
Mstep: Class 9 contains 5986 members 
Mstep: Class 10 contains 6233 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 12448 members 
Mstep: Class 14 contains 34972 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 25245 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15835 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 7058 members 
Mstep: Class 23 contains 1338 members 
Mstep: Class 24 contains 9050 members 
Mstep: Class 25 contains 5666 members 
Mstep: Class 26 contains 2618 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 1501 members 
Mstep: Class 29 contains 23543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629896.000000 Penalty: 35938.746094
Iteration 115Q: 29 clusters Score -3.86299e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 47248 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 5 contains 73240 members 
Mstep: Class 6 contains 279666 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 137435 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 6245 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 12440 members 
Mstep: Class 14 contains 34962 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 25225 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 3113 members 
Mstep: Class 19 contains 15834 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 9101 members 
Mstep: Class 25 contains 5666 members 
Mstep: Class 26 contains 2620 members 
Mstep: Class 27 contains 1383 members 
Mstep: Class 28 contains 1512 members 
Mstep: Class 29 contains 23643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629872.000000 Penalty: 35938.746094
Iteration 116Q: 29 clusters Score -3.862987e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 46804 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 5 contains 73250 members 
Mstep: Class 6 contains 280019 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 137425 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 13346 members 
Mstep: Class 12 contains 2564 members 
Mstep: Class 13 contains 12432 members 
Mstep: Class 14 contains 34954 members 
Mstep: Class 15 contains 8840 members 
Mstep: Class 16 contains 25204 members 
Mstep: Class 17 contains 2152 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 15835 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 6916 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 9136 members 
Mstep: Class 25 contains 5668 members 
Mstep: Class 26 contains 2614 members 
Mstep: Class 27 contains 1387 members 
Mstep: Class 28 contains 1519 members 
Mstep: Class 29 contains 23729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629912.000000 Penalty: 35938.746094
Iteration 117Q: 29 clusters Score -3.862991e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 46375 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 5 contains 73269 members 
Mstep: Class 6 contains 280350 members 
Mstep: Class 7 contains 3134 members 
Mstep: Class 8 contains 137419 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6259 members 
Mstep: Class 11 contains 13383 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34947 members 
Mstep: Class 15 contains 8865 members 
Mstep: Class 16 contains 25193 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 6846 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 9167 members 
Mstep: Class 25 contains 5668 members 
Mstep: Class 26 contains 2607 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 23808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629988.000000 Penalty: 35938.746094
Iteration 118Q: 29 clusters Score -3.862999e+07 nChanged 806
Entering ConstructFrom: 
Score: -38629988.000000 Penalty: 35938.746094
Entering ConstructFrom: 
Trying to split cluster 1 (2888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Entering Unmasked Estep 
Score: -149510.359375 Penalty: 756.990356
	Iteration 0F: 2 clusters Score -149510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -147267.375000 Penalty: 1513.980713
	Iteration 0F: 3 clusters Score -147267.4 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -147863.156250 Penalty: 1513.980713
	Iteration 1F: 3 clusters Score -147863.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -147960.015625 Penalty: 1513.980713
	Iteration 2F: 3 clusters Score -147960 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -148035.968750 Penalty: 1513.980713
	Iteration 3F: 3 clusters Score -148036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -148091.640625 Penalty: 1513.980713
	Iteration 4Q: 3 clusters Score -148091.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -148122.968750 Penalty: 1513.980713
	Iteration 5Q: 3 clusters Score -148123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -148144.718750 Penalty: 1513.980713
	Iteration 6Q: 3 clusters Score -148144.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -148164.828125 Penalty: 1513.980713
	Iteration 7Q: 3 clusters Score -148164.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -148177.062500 Penalty: 1513.980713
	Iteration 8Q: 3 clusters Score -148177.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -148184.437500 Penalty: 1513.980713
	Iteration 9Q: 3 clusters Score -148184.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -148190.265625 Penalty: 1513.980713
	Iteration 10Q: 3 clusters Score -148190.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -148196.234375 Penalty: 1513.980713
	Iteration 11Q: 3 clusters Score -148196.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -148205.796875 Penalty: 1513.980713
	Iteration 12Q: 3 clusters Score -148205.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -148214.750000 Penalty: 1513.980713
	Iteration 13Q: 3 clusters Score -148214.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -148222.890625 Penalty: 1513.980713
	Iteration 14Q: 3 clusters Score -148222.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -148233.984375 Penalty: 1513.980713
	Iteration 15Q: 3 clusters Score -148234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -148249.312500 Penalty: 1513.980713
	Iteration 16Q: 3 clusters Score -148249.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -148268.453125 Penalty: 1513.980713
	Iteration 17Q: 3 clusters Score -148268.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -148293.250000 Penalty: 1513.980713
	Iteration 18Q: 3 clusters Score -148293.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -148328.640625 Penalty: 1513.980713
	Iteration 19Q: 3 clusters Score -148328.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -148355.859375 Penalty: 1513.980713
	Iteration 20F: 3 clusters Score -148355.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -148384.453125 Penalty: 1513.980713
	Iteration 21Q: 3 clusters Score -148384.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -148412.828125 Penalty: 1513.980713
	Iteration 22Q: 3 clusters Score -148412.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -148443.000000 Penalty: 1513.980713
	Iteration 23Q: 3 clusters Score -148443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -148474.468750 Penalty: 1513.980713
	Iteration 24Q: 3 clusters Score -148474.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -148511.437500 Penalty: 1513.980713
	Iteration 25Q: 3 clusters Score -148511.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -148545.437500 Penalty: 1513.980713
	Iteration 26Q: 3 clusters Score -148545.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -148571.484375 Penalty: 1513.980713
	Iteration 27Q: 3 clusters Score -148571.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -148595.343750 Penalty: 1513.980713
	Iteration 28Q: 3 clusters Score -148595.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -148608.468750 Penalty: 1513.980713
	Iteration 29Q: 3 clusters Score -148608.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -148615.000000 Penalty: 1513.980713
	Iteration 30Q: 3 clusters Score -148615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -148619.828125 Penalty: 1513.980713
	Iteration 31Q: 3 clusters Score -148619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -148623.687500 Penalty: 1513.980713
	Iteration 32Q: 3 clusters Score -148623.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -148627.640625 Penalty: 1513.980713
	Iteration 33Q: 3 clusters Score -148627.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -148632.421875 Penalty: 1513.980713
	Iteration 34Q: 3 clusters Score -148632.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -148638.843750 Penalty: 1513.980713
	Iteration 35Q: 3 clusters Score -148638.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -148645.843750 Penalty: 1513.980713
	Iteration 36Q: 3 clusters Score -148645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -148650.406250 Penalty: 1513.980713
	Iteration 37Q: 3 clusters Score -148650.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -148653.671875 Penalty: 1513.980713
	Iteration 38Q: 3 clusters Score -148653.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -148657.625000 Penalty: 1513.980713
	Iteration 39Q: 3 clusters Score -148657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -148658.546875 Penalty: 1513.980713
	Iteration 40F: 3 clusters Score -148658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -148658.890625 Penalty: 1513.980713
	Iteration 41Q: 3 clusters Score -148658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -148659.234375 Penalty: 1513.980713
	Iteration 42Q: 3 clusters Score -148659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -148659.234375 Penalty: 1513.980713
	Iteration 43F: 3 clusters Score -148659.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Entering Unmasked Estep 
Score: -2821497.250000 Penalty: 1019.914307
	Iteration 0F: 2 clusters Score -2821497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2790962.500000 Penalty: 2039.828613
	Iteration 0F: 3 clusters Score -2790962 nChanged 21616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2803447.500000 Penalty: 2039.828613
	Iteration 1F: 3 clusters Score -2803448 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2804319.500000 Penalty: 2039.828613
	Iteration 2Q: 3 clusters Score -2804320 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2806048.500000 Penalty: 2039.828613
	Iteration 3F: 3 clusters Score -2806048 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2809114.500000 Penalty: 2039.828613
	Iteration 4F: 3 clusters Score -2809114 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2813540.000000 Penalty: 2039.828613
	Iteration 5F: 3 clusters Score -2813540 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2817714.750000 Penalty: 2039.828613
	Iteration 6F: 3 clusters Score -2817715 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2819812.750000 Penalty: 2039.828613
	Iteration 7Q: 3 clusters Score -2819813 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2820372.000000 Penalty: 2039.828613
	Iteration 8Q: 3 clusters Score -2820372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2820510.750000 Penalty: 2039.828613
	Iteration 9Q: 3 clusters Score -2820511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2820567.500000 Penalty: 2039.828613
	Iteration 10Q: 3 clusters Score -2820568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2820591.250000 Penalty: 2039.828613
	Iteration 11Q: 3 clusters Score -2820591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2820602.750000 Penalty: 2039.828613
	Iteration 12Q: 3 clusters Score -2820603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2820604.500000 Penalty: 2039.828613
	Iteration 13Q: 3 clusters Score -2820604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2820611.250000 Penalty: 2039.828613
	Iteration 14Q: 3 clusters Score -2820611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2820614.750000 Penalty: 2039.828613
	Iteration 15Q: 3 clusters Score -2820615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2820617.750000 Penalty: 2039.828613
	Iteration 16Q: 3 clusters Score -2820618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2820619.500000 Penalty: 2039.828613
	Iteration 17Q: 3 clusters Score -2820620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2820619.750000 Penalty: 2039.828613
	Iteration 18Q: 3 clusters Score -2820620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2820619.750000 Penalty: 2039.828613
	Iteration 19F: 3 clusters Score -2820620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -266718.312500 Penalty: 797.763306
	Iteration 0F: 2 clusters Score -266718.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -263475.968750 Penalty: 1595.526611
	Iteration 0F: 3 clusters Score -263476 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -264443.437500 Penalty: 1595.526611
	Iteration 1F: 3 clusters Score -264443.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -264595.687500 Penalty: 1595.526611
	Iteration 2F: 3 clusters Score -264595.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -264741.062500 Penalty: 1595.526611
	Iteration 3F: 3 clusters Score -264741.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -264911.812500 Penalty: 1595.526611
	Iteration 4F: 3 clusters Score -264911.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -265119.031250 Penalty: 1595.526611
	Iteration 5F: 3 clusters Score -265119 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -265355.406250 Penalty: 1595.526611
	Iteration 6F: 3 clusters Score -265355.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -265567.218750 Penalty: 1595.526611
	Iteration 7F: 3 clusters Score -265567.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -265720.343750 Penalty: 1595.526611
	Iteration 8Q: 3 clusters Score -265720.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -265818.187500 Penalty: 1595.526611
	Iteration 9Q: 3 clusters Score -265818.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -265875.906250 Penalty: 1595.526611
	Iteration 10Q: 3 clusters Score -265875.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -265926.312500 Penalty: 1595.526611
	Iteration 11Q: 3 clusters Score -265926.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -265956.093750 Penalty: 1595.526611
	Iteration 12Q: 3 clusters Score -265956.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -265981.250000 Penalty: 1595.526611
	Iteration 13Q: 3 clusters Score -265981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -265995.875000 Penalty: 1595.526611
	Iteration 14Q: 3 clusters Score -265995.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -266007.375000 Penalty: 1595.526611
	Iteration 15Q: 3 clusters Score -266007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -266012.156250 Penalty: 1595.526611
	Iteration 16Q: 3 clusters Score -266012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -266013.812500 Penalty: 1595.526611
	Iteration 17Q: 3 clusters Score -266013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -266013.812500 Penalty: 1595.526611
	Iteration 18F: 3 clusters Score -266013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Entering Unmasked Estep 
Score: -3980709.250000 Penalty: 1064.199341
	Iteration 0F: 2 clusters Score -3980709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -3931704.750000 Penalty: 2128.398682
	Iteration 0F: 3 clusters Score -3931705 nChanged 35207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3953092.500000 Penalty: 2128.398682
	Iteration 1F: 3 clusters Score -3953092 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -3954634.250000 Penalty: 2128.398682
	Iteration 2Q: 3 clusters Score -3954634 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3957108.000000 Penalty: 2128.398682
	Iteration 3F: 3 clusters Score -3957108 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3960979.750000 Penalty: 2128.398682
	Iteration 4F: 3 clusters Score -3960980 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3965944.500000 Penalty: 2128.398682
	Iteration 5F: 3 clusters Score -3965944 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3970908.000000 Penalty: 2128.398682
	Iteration 6F: 3 clusters Score -3970908 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3974858.750000 Penalty: 2128.398682
	Iteration 7F: 3 clusters Score -3974859 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3977414.500000 Penalty: 2128.398682
	Iteration 8Q: 3 clusters Score -3977414 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3978642.000000 Penalty: 2128.398682
	Iteration 9Q: 3 clusters Score -3978642 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3979198.750000 Penalty: 2128.398682
	Iteration 10Q: 3 clusters Score -3979199 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3979459.500000 Penalty: 2128.398682
	Iteration 11Q: 3 clusters Score -3979460 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3979613.500000 Penalty: 2128.398682
	Iteration 12Q: 3 clusters Score -3979614 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3979680.250000 Penalty: 2128.398682
	Iteration 13Q: 3 clusters Score -3979680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3979726.500000 Penalty: 2128.398682
	Iteration 14Q: 3 clusters Score -3979726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3979753.500000 Penalty: 2128.398682
	Iteration 15Q: 3 clusters Score -3979754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3979774.000000 Penalty: 2128.398682
	Iteration 16Q: 3 clusters Score -3979774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3979789.000000 Penalty: 2128.398682
	Iteration 17Q: 3 clusters Score -3979789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3979803.750000 Penalty: 2128.398682
	Iteration 18Q: 3 clusters Score -3979804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3979809.750000 Penalty: 2128.398682
	Iteration 19Q: 3 clusters Score -3979810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3979820.000000 Penalty: 2128.398682
	Iteration 20F: 3 clusters Score -3979820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3979826.250000 Penalty: 2128.398682
	Iteration 21Q: 3 clusters Score -3979826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3979829.750000 Penalty: 2128.398682
	Iteration 22Q: 3 clusters Score -3979830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3979836.250000 Penalty: 2128.398682
	Iteration 23Q: 3 clusters Score -3979836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3979837.000000 Penalty: 2128.398682
	Iteration 24Q: 3 clusters Score -3979837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3979837.250000 Penalty: 2128.398682
	Iteration 25Q: 3 clusters Score -3979837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3979842.750000 Penalty: 2128.398682
	Iteration 26Q: 3 clusters Score -3979843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3979845.250000 Penalty: 2128.398682
	Iteration 27Q: 3 clusters Score -3979845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3979845.250000 Penalty: 2128.398682
	Iteration 28Q: 3 clusters Score -3979845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3979845.750000 Penalty: 2128.398682
	Iteration 29Q: 3 clusters Score -3979846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3979846.750000 Penalty: 2128.398682
	Iteration 30Q: 3 clusters Score -3979847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3979848.250000 Penalty: 2128.398682
	Iteration 31Q: 3 clusters Score -3979848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3979850.000000 Penalty: 2128.398682
	Iteration 32Q: 3 clusters Score -3979850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3979851.250000 Penalty: 2128.398682
	Iteration 33Q: 3 clusters Score -3979851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3979851.750000 Penalty: 2128.398682
	Iteration 34Q: 3 clusters Score -3979852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3979851.750000 Penalty: 2128.398682
	Iteration 35F: 3 clusters Score -3979852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (280667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280667 members 
Entering Unmasked Estep 
Score: -15225863.000000 Penalty: 1191.767700
	Iteration 0F: 2 clusters Score -1.522586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139955 members 
Mstep: Class 2 contains 140712 members 
Entering Unmasked Estep 
Score: -15038912.000000 Penalty: 2383.535400
	Iteration 0F: 3 clusters Score -1.503891e+07 nChanged 137377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132612 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -15123197.000000 Penalty: 2383.535400
	Iteration 1F: 3 clusters Score -1.51232e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128450 members 
Mstep: Class 2 contains 152217 members 
Entering Unmasked Estep 
Score: -15126264.000000 Penalty: 2383.535400
	Iteration 2Q: 3 clusters Score -1.512626e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -15130799.000000 Penalty: 2383.535400
	Iteration 3Q: 3 clusters Score -1.51308e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112716 members 
Mstep: Class 2 contains 167951 members 
Entering Unmasked Estep 
Score: -15137604.000000 Penalty: 2383.535400
	Iteration 4Q: 3 clusters Score -1.51376e+07 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 180699 members 
Entering Unmasked Estep 
Score: -15146963.000000 Penalty: 2383.535400
	Iteration 5F: 3 clusters Score -1.514696e+07 nChanged 18267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 196614 members 
Entering Unmasked Estep 
Score: -15158860.000000 Penalty: 2383.535400
	Iteration 6F: 3 clusters Score -1.515886e+07 nChanged 18845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 214311 members 
Entering Unmasked Estep 
Score: -15172635.000000 Penalty: 2383.535400
	Iteration 7F: 3 clusters Score -1.517264e+07 nChanged 17836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 231735 members 
Entering Unmasked Estep 
Score: -15186186.000000 Penalty: 2383.535400
	Iteration 8F: 3 clusters Score -1.518619e+07 nChanged 15295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 246904 members 
Entering Unmasked Estep 
Score: -15198033.000000 Penalty: 2383.535400
	Iteration 9F: 3 clusters Score -1.519803e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 258994 members 
Entering Unmasked Estep 
Score: -15207602.000000 Penalty: 2383.535400
	Iteration 10Q: 3 clusters Score -1.52076e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 267719 members 
Entering Unmasked Estep 
Score: -15214735.000000 Penalty: 2383.535400
	Iteration 11Q: 3 clusters Score -1.521474e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 273305 members 
Entering Unmasked Estep 
Score: -15219225.000000 Penalty: 2383.535400
	Iteration 12Q: 3 clusters Score -1.521922e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 276471 members 
Entering Unmasked Estep 
Score: -15221761.000000 Penalty: 2383.535400
	Iteration 13Q: 3 clusters Score -1.522176e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 278230 members 
Entering Unmasked Estep 
Score: -15223173.000000 Penalty: 2383.535400
	Iteration 14Q: 3 clusters Score -1.522317e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 279112 members 
Entering Unmasked Estep 
Score: -15223927.000000 Penalty: 2383.535400
	Iteration 15Q: 3 clusters Score -1.522393e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 279531 members 
Entering Unmasked Estep 
Score: -15224258.000000 Penalty: 2383.535400
	Iteration 16Q: 3 clusters Score -1.522426e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 279780 members 
Entering Unmasked Estep 
Score: -15224489.000000 Penalty: 2383.535400
	Iteration 17Q: 3 clusters Score -1.522449e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 279911 members 
Entering Unmasked Estep 
Score: -15224624.000000 Penalty: 2383.535400
	Iteration 18Q: 3 clusters Score -1.522462e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 280008 members 
Entering Unmasked Estep 
Score: -15224716.000000 Penalty: 2383.535400
	Iteration 19Q: 3 clusters Score -1.522472e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 280063 members 
Entering Unmasked Estep 
Score: -15224787.000000 Penalty: 2383.535400
	Iteration 20F: 3 clusters Score -1.522479e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 280099 members 
Entering Unmasked Estep 
Score: -15224821.000000 Penalty: 2383.535400
	Iteration 21Q: 3 clusters Score -1.522482e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 280128 members 
Entering Unmasked Estep 
Score: -15224859.000000 Penalty: 2383.535400
	Iteration 22Q: 3 clusters Score -1.522486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 280151 members 
Entering Unmasked Estep 
Score: -15224903.000000 Penalty: 2383.535400
	Iteration 23Q: 3 clusters Score -1.52249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 280160 members 
Entering Unmasked Estep 
Score: -15224932.000000 Penalty: 2383.535400
	Iteration 24Q: 3 clusters Score -1.522493e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 280163 members 
Entering Unmasked Estep 
Score: -15224959.000000 Penalty: 2383.535400
	Iteration 25Q: 3 clusters Score -1.522496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 280171 members 
Entering Unmasked Estep 
Score: -15224975.000000 Penalty: 2383.535400
	Iteration 26Q: 3 clusters Score -1.522498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 280167 members 
Entering Unmasked Estep 
Score: -15225000.000000 Penalty: 2383.535400
	Iteration 27Q: 3 clusters Score -1.5225e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 280156 members 
Entering Unmasked Estep 
Score: -15224992.000000 Penalty: 2383.535400
	Iteration 28Q: 3 clusters Score -1.522499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 280153 members 
Entering Unmasked Estep 
Score: -15225010.000000 Penalty: 2383.535400
	Iteration 29Q: 3 clusters Score -1.522501e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 280143 members 
Entering Unmasked Estep 
Score: -15225036.000000 Penalty: 2383.535400
	Iteration 30Q: 3 clusters Score -1.522504e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 280117 members 
Entering Unmasked Estep 
Score: -15225056.000000 Penalty: 2383.535400
	Iteration 31Q: 3 clusters Score -1.522506e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 280095 members 
Entering Unmasked Estep 
Score: -15225081.000000 Penalty: 2383.535400
	Iteration 32Q: 3 clusters Score -1.522508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 280091 members 
Entering Unmasked Estep 
Score: -15225105.000000 Penalty: 2383.535400
	Iteration 33Q: 3 clusters Score -1.52251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 280088 members 
Entering Unmasked Estep 
Score: -15225135.000000 Penalty: 2383.535400
	Iteration 34Q: 3 clusters Score -1.522514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 280084 members 
Entering Unmasked Estep 
Score: -15225124.000000 Penalty: 2383.535400
	Iteration 35Q: 3 clusters Score -1.522512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 280076 members 
Entering Unmasked Estep 
Score: -15225123.000000 Penalty: 2383.535400
	Iteration 36Q: 3 clusters Score -1.522512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 280070 members 
Entering Unmasked Estep 
Score: -15225136.000000 Penalty: 2383.535400
	Iteration 37Q: 3 clusters Score -1.522514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 280063 members 
Entering Unmasked Estep 
Score: -15225137.000000 Penalty: 2383.535400
	Iteration 38Q: 3 clusters Score -1.522514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 280054 members 
Entering Unmasked Estep 
Score: -15225131.000000 Penalty: 2383.535400
	Iteration 39Q: 3 clusters Score -1.522513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 280052 members 
Entering Unmasked Estep 
Score: -15225149.000000 Penalty: 2383.535400
	Iteration 40F: 3 clusters Score -1.522515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 280041 members 
Entering Unmasked Estep 
Score: -15225129.000000 Penalty: 2383.535400
	Iteration 41Q: 3 clusters Score -1.522513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 280031 members 
Entering Unmasked Estep 
Score: -15225146.000000 Penalty: 2383.535400
	Iteration 42Q: 3 clusters Score -1.522515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 280018 members 
Entering Unmasked Estep 
Score: -15225147.000000 Penalty: 2383.535400
	Iteration 43Q: 3 clusters Score -1.522515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 280007 members 
Entering Unmasked Estep 
Score: -15225153.000000 Penalty: 2383.535400
	Iteration 44Q: 3 clusters Score -1.522515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 280001 members 
Entering Unmasked Estep 
Score: -15225177.000000 Penalty: 2383.535400
	Iteration 45Q: 3 clusters Score -1.522518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 279999 members 
Entering Unmasked Estep 
Score: -15225184.000000 Penalty: 2383.535400
	Iteration 46Q: 3 clusters Score -1.522518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 280002 members 
Entering Unmasked Estep 
Score: -15225193.000000 Penalty: 2383.535400
	Iteration 47Q: 3 clusters Score -1.522519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 280000 members 
Entering Unmasked Estep 
Score: -15225190.000000 Penalty: 2383.535400
	Iteration 48Q: 3 clusters Score -1.522519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 280001 members 
Entering Unmasked Estep 
Score: -15225199.000000 Penalty: 2383.535400
	Iteration 49Q: 3 clusters Score -1.52252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 280002 members 
Entering Unmasked Estep 
Score: -15225204.000000 Penalty: 2383.535400
	Iteration 50Q: 3 clusters Score -1.52252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 280002 members 
Entering Unmasked Estep 
Score: -15225186.000000 Penalty: 2383.535400
	Iteration 51Q: 3 clusters Score -1.522519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 280002 members 
Entering Unmasked Estep 
Score: -15225203.000000 Penalty: 2383.535400
	Iteration 52Q: 3 clusters Score -1.52252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 280005 members 
Entering Unmasked Estep 
Score: -15225210.000000 Penalty: 2383.535400
	Iteration 53Q: 3 clusters Score -1.522521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 280004 members 
Entering Unmasked Estep 
Score: -15225198.000000 Penalty: 2383.535400
	Iteration 54Q: 3 clusters Score -1.52252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 279999 members 
Entering Unmasked Estep 
Score: -15225214.000000 Penalty: 2383.535400
	Iteration 55Q: 3 clusters Score -1.522521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 279998 members 
Entering Unmasked Estep 
Score: -15225211.000000 Penalty: 2383.535400
	Iteration 56Q: 3 clusters Score -1.522521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 279992 members 
Entering Unmasked Estep 
Score: -15225212.000000 Penalty: 2383.535400
	Iteration 57Q: 3 clusters Score -1.522521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 279981 members 
Entering Unmasked Estep 
Score: -15225223.000000 Penalty: 2383.535400
	Iteration 58Q: 3 clusters Score -1.522522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 279970 members 
Entering Unmasked Estep 
Score: -15225216.000000 Penalty: 2383.535400
	Iteration 59Q: 3 clusters Score -1.522522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 279969 members 
Entering Unmasked Estep 
Score: -15225236.000000 Penalty: 2383.535400
	Iteration 60F: 3 clusters Score -1.522524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 279960 members 
Entering Unmasked Estep 
Score: -15225239.000000 Penalty: 2383.535400
	Iteration 61Q: 3 clusters Score -1.522524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 279957 members 
Entering Unmasked Estep 
Score: -15225258.000000 Penalty: 2383.535400
	Iteration 62Q: 3 clusters Score -1.522526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 279953 members 
Entering Unmasked Estep 
Score: -15225267.000000 Penalty: 2383.535400
	Iteration 63Q: 3 clusters Score -1.522527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 279944 members 
Entering Unmasked Estep 
Score: -15225260.000000 Penalty: 2383.535400
	Iteration 64Q: 3 clusters Score -1.522526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 279943 members 
Entering Unmasked Estep 
Score: -15225265.000000 Penalty: 2383.535400
	Iteration 65Q: 3 clusters Score -1.522526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 279935 members 
Entering Unmasked Estep 
Score: -15225271.000000 Penalty: 2383.535400
	Iteration 66Q: 3 clusters Score -1.522527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 279930 members 
Entering Unmasked Estep 
Score: -15225277.000000 Penalty: 2383.535400
	Iteration 67Q: 3 clusters Score -1.522528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 279929 members 
Entering Unmasked Estep 
Score: -15225261.000000 Penalty: 2383.535400
	Iteration 68Q: 3 clusters Score -1.522526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 279929 members 
Entering Unmasked Estep 
Score: -15225265.000000 Penalty: 2383.535400
	Iteration 69Q: 3 clusters Score -1.522526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 279927 members 
Entering Unmasked Estep 
Score: -15225263.000000 Penalty: 2383.535400
	Iteration 70Q: 3 clusters Score -1.522526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 279926 members 
Entering Unmasked Estep 
Score: -15225269.000000 Penalty: 2383.535400
	Iteration 71Q: 3 clusters Score -1.522527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 279924 members 
Entering Unmasked Estep 
Score: -15225263.000000 Penalty: 2383.535400
	Iteration 72Q: 3 clusters Score -1.522526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 279920 members 
Entering Unmasked Estep 
Score: -15225272.000000 Penalty: 2383.535400
	Iteration 73Q: 3 clusters Score -1.522527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 279917 members 
Entering Unmasked Estep 
Score: -15225268.000000 Penalty: 2383.535400
	Iteration 74Q: 3 clusters Score -1.522527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 279913 members 
Entering Unmasked Estep 
Score: -15225259.000000 Penalty: 2383.535400
	Iteration 75Q: 3 clusters Score -1.522526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 279911 members 
Entering Unmasked Estep 
Score: -15225255.000000 Penalty: 2383.535400
	Iteration 76Q: 3 clusters Score -1.522526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 279910 members 
Entering Unmasked Estep 
Score: -15225260.000000 Penalty: 2383.535400
	Iteration 77Q: 3 clusters Score -1.522526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 279908 members 
Entering Unmasked Estep 
Score: -15225264.000000 Penalty: 2383.535400
	Iteration 78Q: 3 clusters Score -1.522526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 279907 members 
Entering Unmasked Estep 
Score: -15225266.000000 Penalty: 2383.535400
	Iteration 79Q: 3 clusters Score -1.522527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 279906 members 
Entering Unmasked Estep 
Score: -15225267.000000 Penalty: 2383.535400
	Iteration 80F: 3 clusters Score -1.522527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 279903 members 
Entering Unmasked Estep 
Score: -15225271.000000 Penalty: 2383.535400
	Iteration 81Q: 3 clusters Score -1.522527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 279900 members 
Entering Unmasked Estep 
Score: -15225267.000000 Penalty: 2383.535400
	Iteration 82Q: 3 clusters Score -1.522527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 279897 members 
Entering Unmasked Estep 
Score: -15225263.000000 Penalty: 2383.535400
	Iteration 83Q: 3 clusters Score -1.522526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 279897 members 
Entering Unmasked Estep 
Score: -15225264.000000 Penalty: 2383.535400
	Iteration 84Q: 3 clusters Score -1.522526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 279898 members 
Entering Unmasked Estep 
Score: -15225268.000000 Penalty: 2383.535400
	Iteration 85Q: 3 clusters Score -1.522527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 279899 members 
Entering Unmasked Estep 
Score: -15225267.000000 Penalty: 2383.535400
	Iteration 86Q: 3 clusters Score -1.522527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 279900 members 
Entering Unmasked Estep 
Score: -15225269.000000 Penalty: 2383.535400
	Iteration 87Q: 3 clusters Score -1.522527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 279901 members 
Entering Unmasked Estep 
Score: -15225271.000000 Penalty: 2383.535400
	Iteration 88Q: 3 clusters Score -1.522527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 279901 members 
Entering Unmasked Estep 
Score: -15225271.000000 Penalty: 2383.535400
	Iteration 89F: 3 clusters Score -1.522527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -187482.015625 Penalty: 764.543823
	Iteration 0F: 2 clusters Score -187482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -185056.000000 Penalty: 1529.087646
	Iteration 0F: 3 clusters Score -185056 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -185755.078125 Penalty: 1529.087646
	Iteration 1F: 3 clusters Score -185755.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -185884.515625 Penalty: 1529.087646
	Iteration 2F: 3 clusters Score -185884.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -185969.718750 Penalty: 1529.087646
	Iteration 3F: 3 clusters Score -185969.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -186043.109375 Penalty: 1529.087646
	Iteration 4Q: 3 clusters Score -186043.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -186106.187500 Penalty: 1529.087646
	Iteration 5Q: 3 clusters Score -186106.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -186177.953125 Penalty: 1529.087646
	Iteration 6Q: 3 clusters Score -186178 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -186262.828125 Penalty: 1529.087646
	Iteration 7Q: 3 clusters Score -186262.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186348.031250 Penalty: 1529.087646
	Iteration 8Q: 3 clusters Score -186348 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -186446.343750 Penalty: 1529.087646
	Iteration 9Q: 3 clusters Score -186446.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -186529.171875 Penalty: 1529.087646
	Iteration 10Q: 3 clusters Score -186529.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -186607.453125 Penalty: 1529.087646
	Iteration 11Q: 3 clusters Score -186607.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -186667.187500 Penalty: 1529.087646
	Iteration 12Q: 3 clusters Score -186667.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -186715.484375 Penalty: 1529.087646
	Iteration 13Q: 3 clusters Score -186715.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -186745.500000 Penalty: 1529.087646
	Iteration 14Q: 3 clusters Score -186745.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -186764.656250 Penalty: 1529.087646
	Iteration 15Q: 3 clusters Score -186764.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -186776.546875 Penalty: 1529.087646
	Iteration 16Q: 3 clusters Score -186776.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -186782.625000 Penalty: 1529.087646
	Iteration 17Q: 3 clusters Score -186782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -186785.890625 Penalty: 1529.087646
	Iteration 18Q: 3 clusters Score -186785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -186786.890625 Penalty: 1529.087646
	Iteration 19Q: 3 clusters Score -186786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -186786.890625 Penalty: 1529.087646
	Iteration 20F: 3 clusters Score -186786.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Entering Unmasked Estep 
Score: -7481150.000000 Penalty: 1123.920166
	Iteration 0F: 2 clusters Score -7481150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -7388449.000000 Penalty: 2247.840332
	Iteration 0F: 3 clusters Score -7388449 nChanged 66938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -7428897.500000 Penalty: 2247.840332
	Iteration 1F: 3 clusters Score -7428898 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -7430518.000000 Penalty: 2247.840332
	Iteration 2Q: 3 clusters Score -7430518 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -7432916.000000 Penalty: 2247.840332
	Iteration 3Q: 3 clusters Score -7432916 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -7436702.500000 Penalty: 2247.840332
	Iteration 4F: 3 clusters Score -7436702 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -7442493.500000 Penalty: 2247.840332
	Iteration 5F: 3 clusters Score -7442494 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -7449821.000000 Penalty: 2247.840332
	Iteration 6F: 3 clusters Score -7449821 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -7457688.000000 Penalty: 2247.840332
	Iteration 7F: 3 clusters Score -7457688 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 119959 members 
Entering Unmasked Estep 
Score: -7465135.500000 Penalty: 2247.840332
	Iteration 8F: 3 clusters Score -7465136 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 126858 members 
Entering Unmasked Estep 
Score: -7471266.000000 Penalty: 2247.840332
	Iteration 9F: 3 clusters Score -7471266 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 131578 members 
Entering Unmasked Estep 
Score: -7475418.000000 Penalty: 2247.840332
	Iteration 10Q: 3 clusters Score -7475418 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -7477821.000000 Penalty: 2247.840332
	Iteration 11Q: 3 clusters Score -7477821 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 135802 members 
Entering Unmasked Estep 
Score: -7478929.000000 Penalty: 2247.840332
	Iteration 12Q: 3 clusters Score -7478929 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -7479580.500000 Penalty: 2247.840332
	Iteration 13Q: 3 clusters Score -7479580 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -7479840.000000 Penalty: 2247.840332
	Iteration 14Q: 3 clusters Score -7479840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 137012 members 
Entering Unmasked Estep 
Score: -7479993.500000 Penalty: 2247.840332
	Iteration 15Q: 3 clusters Score -7479994 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 137065 members 
Entering Unmasked Estep 
Score: -7480097.500000 Penalty: 2247.840332
	Iteration 16Q: 3 clusters Score -7480098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 137094 members 
Entering Unmasked Estep 
Score: -7480160.500000 Penalty: 2247.840332
	Iteration 17Q: 3 clusters Score -7480160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -7480191.000000 Penalty: 2247.840332
	Iteration 18Q: 3 clusters Score -7480191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -7480215.500000 Penalty: 2247.840332
	Iteration 19Q: 3 clusters Score -7480216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -7480238.500000 Penalty: 2247.840332
	Iteration 20F: 3 clusters Score -7480238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 137112 members 
Entering Unmasked Estep 
Score: -7480259.000000 Penalty: 2247.840332
	Iteration 21Q: 3 clusters Score -7480259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 137106 members 
Entering Unmasked Estep 
Score: -7480282.500000 Penalty: 2247.840332
	Iteration 22Q: 3 clusters Score -7480282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 137106 members 
Entering Unmasked Estep 
Score: -7480311.500000 Penalty: 2247.840332
	Iteration 23Q: 3 clusters Score -7480312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 137107 members 
Entering Unmasked Estep 
Score: -7480328.000000 Penalty: 2247.840332
	Iteration 24Q: 3 clusters Score -7480328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -7480337.000000 Penalty: 2247.840332
	Iteration 25Q: 3 clusters Score -7480337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 137103 members 
Entering Unmasked Estep 
Score: -7480358.000000 Penalty: 2247.840332
	Iteration 26Q: 3 clusters Score -7480358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 137109 members 
Entering Unmasked Estep 
Score: -7480363.500000 Penalty: 2247.840332
	Iteration 27Q: 3 clusters Score -7480364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 137111 members 
Entering Unmasked Estep 
Score: -7480372.000000 Penalty: 2247.840332
	Iteration 28Q: 3 clusters Score -7480372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 137113 members 
Entering Unmasked Estep 
Score: -7480377.000000 Penalty: 2247.840332
	Iteration 29Q: 3 clusters Score -7480377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -7480380.000000 Penalty: 2247.840332
	Iteration 30Q: 3 clusters Score -7480380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 137112 members 
Entering Unmasked Estep 
Score: -7480379.500000 Penalty: 2247.840332
	Iteration 31Q: 3 clusters Score -7480380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 137106 members 
Entering Unmasked Estep 
Score: -7480385.000000 Penalty: 2247.840332
	Iteration 32Q: 3 clusters Score -7480385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 137100 members 
Entering Unmasked Estep 
Score: -7480389.000000 Penalty: 2247.840332
	Iteration 33Q: 3 clusters Score -7480389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 137098 members 
Entering Unmasked Estep 
Score: -7480391.000000 Penalty: 2247.840332
	Iteration 34Q: 3 clusters Score -7480391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -7480388.000000 Penalty: 2247.840332
	Iteration 35Q: 3 clusters Score -7480388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 137094 members 
Entering Unmasked Estep 
Score: -7480388.500000 Penalty: 2247.840332
	Iteration 36Q: 3 clusters Score -7480388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 137093 members 
Entering Unmasked Estep 
Score: -7480389.000000 Penalty: 2247.840332
	Iteration 37Q: 3 clusters Score -7480389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 137091 members 
Entering Unmasked Estep 
Score: -7480391.500000 Penalty: 2247.840332
	Iteration 38Q: 3 clusters Score -7480392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 137091 members 
Entering Unmasked Estep 
Score: -7480397.500000 Penalty: 2247.840332
	Iteration 39Q: 3 clusters Score -7480398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 137089 members 
Entering Unmasked Estep 
Score: -7480393.000000 Penalty: 2247.840332
	Iteration 40F: 3 clusters Score -7480393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 137087 members 
Entering Unmasked Estep 
Score: -7480393.000000 Penalty: 2247.840332
	Iteration 41Q: 3 clusters Score -7480393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 137086 members 
Entering Unmasked Estep 
Score: -7480392.000000 Penalty: 2247.840332
	Iteration 42Q: 3 clusters Score -7480392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137085 members 
Entering Unmasked Estep 
Score: -7480394.500000 Penalty: 2247.840332
	Iteration 43Q: 3 clusters Score -7480394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 137084 members 
Entering Unmasked Estep 
Score: -7480395.000000 Penalty: 2247.840332
	Iteration 44Q: 3 clusters Score -7480395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 137084 members 
Entering Unmasked Estep 
Score: -7480395.000000 Penalty: 2247.840332
	Iteration 45F: 3 clusters Score -7480395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Entering Unmasked Estep 
Score: -318902.500000 Penalty: 826.136658
	Iteration 0F: 2 clusters Score -318902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -314715.593750 Penalty: 1652.273315
	Iteration 0F: 3 clusters Score -314715.6 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -316261.625000 Penalty: 1652.273315
	Iteration 1F: 3 clusters Score -316261.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -316635.000000 Penalty: 1652.273315
	Iteration 2F: 3 clusters Score -316635 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -317057.156250 Penalty: 1652.273315
	Iteration 3F: 3 clusters Score -317057.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -317501.062500 Penalty: 1652.273315
	Iteration 4F: 3 clusters Score -317501.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -317883.843750 Penalty: 1652.273315
	Iteration 5F: 3 clusters Score -317883.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -318127.687500 Penalty: 1652.273315
	Iteration 6F: 3 clusters Score -318127.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -318263.687500 Penalty: 1652.273315
	Iteration 7Q: 3 clusters Score -318263.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -318345.125000 Penalty: 1652.273315
	Iteration 8Q: 3 clusters Score -318345.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -318401.062500 Penalty: 1652.273315
	Iteration 9Q: 3 clusters Score -318401.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -318434.812500 Penalty: 1652.273315
	Iteration 10Q: 3 clusters Score -318434.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -318463.000000 Penalty: 1652.273315
	Iteration 11Q: 3 clusters Score -318463 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -318486.031250 Penalty: 1652.273315
	Iteration 12Q: 3 clusters Score -318486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -318502.031250 Penalty: 1652.273315
	Iteration 13Q: 3 clusters Score -318502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -318514.062500 Penalty: 1652.273315
	Iteration 14Q: 3 clusters Score -318514.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -318522.468750 Penalty: 1652.273315
	Iteration 15Q: 3 clusters Score -318522.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -318527.625000 Penalty: 1652.273315
	Iteration 16Q: 3 clusters Score -318527.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -318532.531250 Penalty: 1652.273315
	Iteration 17Q: 3 clusters Score -318532.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -318538.218750 Penalty: 1652.273315
	Iteration 18Q: 3 clusters Score -318538.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -318543.062500 Penalty: 1652.273315
	Iteration 19Q: 3 clusters Score -318543.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -318545.812500 Penalty: 1652.273315
	Iteration 20F: 3 clusters Score -318545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -318548.000000 Penalty: 1652.273315
	Iteration 21Q: 3 clusters Score -318548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -318549.125000 Penalty: 1652.273315
	Iteration 22Q: 3 clusters Score -318549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -318549.062500 Penalty: 1652.273315
	Iteration 23Q: 3 clusters Score -318549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -318551.031250 Penalty: 1652.273315
	Iteration 24Q: 3 clusters Score -318551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -318551.656250 Penalty: 1652.273315
	Iteration 25Q: 3 clusters Score -318551.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -318552.031250 Penalty: 1652.273315
	Iteration 26Q: 3 clusters Score -318552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -318552.750000 Penalty: 1652.273315
	Iteration 27Q: 3 clusters Score -318552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -318552.781250 Penalty: 1652.273315
	Iteration 28Q: 3 clusters Score -318552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -318552.687500 Penalty: 1652.273315
	Iteration 29Q: 3 clusters Score -318552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -318552.593750 Penalty: 1652.273315
	Iteration 30Q: 3 clusters Score -318552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -318552.812500 Penalty: 1652.273315
	Iteration 31Q: 3 clusters Score -318552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -318553.156250 Penalty: 1652.273315
	Iteration 32Q: 3 clusters Score -318553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -318552.781250 Penalty: 1652.273315
	Iteration 33Q: 3 clusters Score -318552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -318553.500000 Penalty: 1652.273315
	Iteration 34Q: 3 clusters Score -318553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -318553.500000 Penalty: 1652.273315
	Iteration 35F: 3 clusters Score -318553.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Entering Unmasked Estep 
Score: -314358.281250 Penalty: 830.590088
	Iteration 0F: 2 clusters Score -314358.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -309954.531250 Penalty: 1661.180176
	Iteration 0F: 3 clusters Score -309954.5 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -311505.781250 Penalty: 1661.180176
	Iteration 1F: 3 clusters Score -311505.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -311747.968750 Penalty: 1661.180176
	Iteration 2F: 3 clusters Score -311748 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -312001.343750 Penalty: 1661.180176
	Iteration 3F: 3 clusters Score -312001.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -312284.343750 Penalty: 1661.180176
	Iteration 4F: 3 clusters Score -312284.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -312587.125000 Penalty: 1661.180176
	Iteration 5F: 3 clusters Score -312587.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -312861.250000 Penalty: 1661.180176
	Iteration 6F: 3 clusters Score -312861.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -313112.000000 Penalty: 1661.180176
	Iteration 7Q: 3 clusters Score -313112 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -313305.750000 Penalty: 1661.180176
	Iteration 8Q: 3 clusters Score -313305.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -313427.406250 Penalty: 1661.180176
	Iteration 9Q: 3 clusters Score -313427.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -313504.750000 Penalty: 1661.180176
	Iteration 10Q: 3 clusters Score -313504.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -313547.156250 Penalty: 1661.180176
	Iteration 11Q: 3 clusters Score -313547.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -313574.843750 Penalty: 1661.180176
	Iteration 12Q: 3 clusters Score -313574.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -313589.093750 Penalty: 1661.180176
	Iteration 13Q: 3 clusters Score -313589.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -313604.000000 Penalty: 1661.180176
	Iteration 14Q: 3 clusters Score -313604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -313613.437500 Penalty: 1661.180176
	Iteration 15Q: 3 clusters Score -313613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -313624.843750 Penalty: 1661.180176
	Iteration 16Q: 3 clusters Score -313624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -313630.687500 Penalty: 1661.180176
	Iteration 17Q: 3 clusters Score -313630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -313639.000000 Penalty: 1661.180176
	Iteration 18Q: 3 clusters Score -313639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -313643.093750 Penalty: 1661.180176
	Iteration 19Q: 3 clusters Score -313643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -313644.375000 Penalty: 1661.180176
	Iteration 20F: 3 clusters Score -313644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -313645.906250 Penalty: 1661.180176
	Iteration 21Q: 3 clusters Score -313645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -313645.906250 Penalty: 1661.180176
	Iteration 22F: 3 clusters Score -313645.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Entering Unmasked Estep 
Score: -739597.062500 Penalty: 902.963074
	Iteration 0F: 2 clusters Score -739597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -730509.687500 Penalty: 1805.926147
	Iteration 0F: 3 clusters Score -730509.7 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -733829.437500 Penalty: 1805.926147
	Iteration 1F: 3 clusters Score -733829.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -734012.125000 Penalty: 1805.926147
	Iteration 2Q: 3 clusters Score -734012.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -734165.437500 Penalty: 1805.926147
	Iteration 3Q: 3 clusters Score -734165.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -734285.312500 Penalty: 1805.926147
	Iteration 4Q: 3 clusters Score -734285.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -734391.937500 Penalty: 1805.926147
	Iteration 5Q: 3 clusters Score -734391.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -734508.062500 Penalty: 1805.926147
	Iteration 6Q: 3 clusters Score -734508.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -734626.062500 Penalty: 1805.926147
	Iteration 7Q: 3 clusters Score -734626.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -734769.250000 Penalty: 1805.926147
	Iteration 8Q: 3 clusters Score -734769.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -734968.062500 Penalty: 1805.926147
	Iteration 9Q: 3 clusters Score -734968.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -735274.250000 Penalty: 1805.926147
	Iteration 10Q: 3 clusters Score -735274.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -735710.812500 Penalty: 1805.926147
	Iteration 11Q: 3 clusters Score -735710.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -736254.875000 Penalty: 1805.926147
	Iteration 12Q: 3 clusters Score -736254.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -736858.187500 Penalty: 1805.926147
	Iteration 13F: 3 clusters Score -736858.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -737463.062500 Penalty: 1805.926147
	Iteration 14F: 3 clusters Score -737463.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -738037.500000 Penalty: 1805.926147
	Iteration 15F: 3 clusters Score -738037.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -738516.375000 Penalty: 1805.926147
	Iteration 16Q: 3 clusters Score -738516.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -738779.125000 Penalty: 1805.926147
	Iteration 17Q: 3 clusters Score -738779.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -738946.187500 Penalty: 1805.926147
	Iteration 18Q: 3 clusters Score -738946.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -739045.125000 Penalty: 1805.926147
	Iteration 19Q: 3 clusters Score -739045.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -739109.812500 Penalty: 1805.926147
	Iteration 20F: 3 clusters Score -739109.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -739149.625000 Penalty: 1805.926147
	Iteration 21Q: 3 clusters Score -739149.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -739172.062500 Penalty: 1805.926147
	Iteration 22Q: 3 clusters Score -739172.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -739192.625000 Penalty: 1805.926147
	Iteration 23Q: 3 clusters Score -739192.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -739206.312500 Penalty: 1805.926147
	Iteration 24Q: 3 clusters Score -739206.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -739217.000000 Penalty: 1805.926147
	Iteration 25Q: 3 clusters Score -739217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -739222.562500 Penalty: 1805.926147
	Iteration 26Q: 3 clusters Score -739222.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -739231.812500 Penalty: 1805.926147
	Iteration 27Q: 3 clusters Score -739231.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -739239.750000 Penalty: 1805.926147
	Iteration 28Q: 3 clusters Score -739239.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -739245.937500 Penalty: 1805.926147
	Iteration 29Q: 3 clusters Score -739245.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -739251.062500 Penalty: 1805.926147
	Iteration 30Q: 3 clusters Score -739251.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -739256.062500 Penalty: 1805.926147
	Iteration 31Q: 3 clusters Score -739256.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -739254.375000 Penalty: 1805.926147
	Iteration 32Q: 3 clusters Score -739254.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -739261.062500 Penalty: 1805.926147
	Iteration 33Q: 3 clusters Score -739261.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -739261.500000 Penalty: 1805.926147
	Iteration 34Q: 3 clusters Score -739261.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -739262.875000 Penalty: 1805.926147
	Iteration 35Q: 3 clusters Score -739262.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -739267.812500 Penalty: 1805.926147
	Iteration 36Q: 3 clusters Score -739267.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -739269.250000 Penalty: 1805.926147
	Iteration 37Q: 3 clusters Score -739269.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -739270.437500 Penalty: 1805.926147
	Iteration 38Q: 3 clusters Score -739270.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -739274.250000 Penalty: 1805.926147
	Iteration 39Q: 3 clusters Score -739274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -739278.562500 Penalty: 1805.926147
	Iteration 40F: 3 clusters Score -739278.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -739277.125000 Penalty: 1805.926147
	Iteration 41Q: 3 clusters Score -739277.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -739277.687500 Penalty: 1805.926147
	Iteration 42Q: 3 clusters Score -739277.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -739278.312500 Penalty: 1805.926147
	Iteration 43Q: 3 clusters Score -739278.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -739278.000000 Penalty: 1805.926147
	Iteration 44Q: 3 clusters Score -739278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -739279.312500 Penalty: 1805.926147
	Iteration 45Q: 3 clusters Score -739279.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -739279.375000 Penalty: 1805.926147
	Iteration 46Q: 3 clusters Score -739279.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -739281.062500 Penalty: 1805.926147
	Iteration 47Q: 3 clusters Score -739281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -739281.375000 Penalty: 1805.926147
	Iteration 48Q: 3 clusters Score -739281.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -739281.812500 Penalty: 1805.926147
	Iteration 49Q: 3 clusters Score -739281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -739283.062500 Penalty: 1805.926147
	Iteration 50Q: 3 clusters Score -739283.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -739283.812500 Penalty: 1805.926147
	Iteration 51Q: 3 clusters Score -739283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -739285.625000 Penalty: 1805.926147
	Iteration 52Q: 3 clusters Score -739285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -739286.312500 Penalty: 1805.926147
	Iteration 53Q: 3 clusters Score -739286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -739286.562500 Penalty: 1805.926147
	Iteration 54Q: 3 clusters Score -739286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -739286.000000 Penalty: 1805.926147
	Iteration 55Q: 3 clusters Score -739286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -739286.812500 Penalty: 1805.926147
	Iteration 56Q: 3 clusters Score -739286.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -739284.937500 Penalty: 1805.926147
	Iteration 57Q: 3 clusters Score -739284.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -739287.625000 Penalty: 1805.926147
	Iteration 58Q: 3 clusters Score -739287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -739287.750000 Penalty: 1805.926147
	Iteration 59Q: 3 clusters Score -739287.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -739286.937500 Penalty: 1805.926147
	Iteration 60F: 3 clusters Score -739286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -739287.625000 Penalty: 1805.926147
	Iteration 61Q: 3 clusters Score -739287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -739287.312500 Penalty: 1805.926147
	Iteration 62Q: 3 clusters Score -739287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -739287.312500 Penalty: 1805.926147
	Iteration 63F: 3 clusters Score -739287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -137126.062500 Penalty: 745.537476
	Iteration 0F: 2 clusters Score -137126.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -135093.375000 Penalty: 1491.074951
	Iteration 0F: 3 clusters Score -135093.4 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -135718.593750 Penalty: 1491.074951
	Iteration 1F: 3 clusters Score -135718.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -135847.453125 Penalty: 1491.074951
	Iteration 2F: 3 clusters Score -135847.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -135964.343750 Penalty: 1491.074951
	Iteration 3F: 3 clusters Score -135964.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -136062.421875 Penalty: 1491.074951
	Iteration 4F: 3 clusters Score -136062.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -136131.812500 Penalty: 1491.074951
	Iteration 5Q: 3 clusters Score -136131.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -136193.500000 Penalty: 1491.074951
	Iteration 6Q: 3 clusters Score -136193.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -136251.515625 Penalty: 1491.074951
	Iteration 7Q: 3 clusters Score -136251.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -136280.125000 Penalty: 1491.074951
	Iteration 8Q: 3 clusters Score -136280.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -136297.031250 Penalty: 1491.074951
	Iteration 9Q: 3 clusters Score -136297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -136315.078125 Penalty: 1491.074951
	Iteration 10Q: 3 clusters Score -136315.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -136325.562500 Penalty: 1491.074951
	Iteration 11Q: 3 clusters Score -136325.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136338.781250 Penalty: 1491.074951
	Iteration 12Q: 3 clusters Score -136338.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -136352.062500 Penalty: 1491.074951
	Iteration 13Q: 3 clusters Score -136352.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136367.109375 Penalty: 1491.074951
	Iteration 14Q: 3 clusters Score -136367.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136382.234375 Penalty: 1491.074951
	Iteration 15Q: 3 clusters Score -136382.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -136398.328125 Penalty: 1491.074951
	Iteration 16Q: 3 clusters Score -136398.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136412.937500 Penalty: 1491.074951
	Iteration 17Q: 3 clusters Score -136412.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -136424.859375 Penalty: 1491.074951
	Iteration 18Q: 3 clusters Score -136424.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -136432.796875 Penalty: 1491.074951
	Iteration 19Q: 3 clusters Score -136432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136436.937500 Penalty: 1491.074951
	Iteration 20F: 3 clusters Score -136436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -136441.625000 Penalty: 1491.074951
	Iteration 21Q: 3 clusters Score -136441.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136447.953125 Penalty: 1491.074951
	Iteration 22Q: 3 clusters Score -136448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136452.468750 Penalty: 1491.074951
	Iteration 23Q: 3 clusters Score -136452.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136456.984375 Penalty: 1491.074951
	Iteration 24Q: 3 clusters Score -136457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136459.578125 Penalty: 1491.074951
	Iteration 25Q: 3 clusters Score -136459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136461.515625 Penalty: 1491.074951
	Iteration 26Q: 3 clusters Score -136461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136463.687500 Penalty: 1491.074951
	Iteration 27Q: 3 clusters Score -136463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136465.953125 Penalty: 1491.074951
	Iteration 28Q: 3 clusters Score -136466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -136469.843750 Penalty: 1491.074951
	Iteration 29Q: 3 clusters Score -136469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136471.437500 Penalty: 1491.074951
	Iteration 30Q: 3 clusters Score -136471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136473.531250 Penalty: 1491.074951
	Iteration 31Q: 3 clusters Score -136473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136475.921875 Penalty: 1491.074951
	Iteration 32Q: 3 clusters Score -136475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136477.312500 Penalty: 1491.074951
	Iteration 33Q: 3 clusters Score -136477.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -136481.421875 Penalty: 1491.074951
	Iteration 34Q: 3 clusters Score -136481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136485.953125 Penalty: 1491.074951
	Iteration 35Q: 3 clusters Score -136486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136489.171875 Penalty: 1491.074951
	Iteration 36Q: 3 clusters Score -136489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136489.906250 Penalty: 1491.074951
	Iteration 37Q: 3 clusters Score -136489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -136490.328125 Penalty: 1491.074951
	Iteration 38Q: 3 clusters Score -136490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -136490.718750 Penalty: 1491.074951
	Iteration 39Q: 3 clusters Score -136490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136491.078125 Penalty: 1491.074951
	Iteration 40F: 3 clusters Score -136491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -136491.812500 Penalty: 1491.074951
	Iteration 41Q: 3 clusters Score -136491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136492.156250 Penalty: 1491.074951
	Iteration 42Q: 3 clusters Score -136492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136492.421875 Penalty: 1491.074951
	Iteration 43Q: 3 clusters Score -136492.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136492.421875 Penalty: 1491.074951
	Iteration 44F: 3 clusters Score -136492.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Entering Unmasked Estep 
Score: -667160.812500 Penalty: 895.570984
	Iteration 0F: 2 clusters Score -667160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -658685.750000 Penalty: 1791.141968
	Iteration 0F: 3 clusters Score -658685.8 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -661807.812500 Penalty: 1791.141968
	Iteration 1F: 3 clusters Score -661807.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -662181.000000 Penalty: 1791.141968
	Iteration 2F: 3 clusters Score -662181 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -662583.562500 Penalty: 1791.141968
	Iteration 3F: 3 clusters Score -662583.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -663023.750000 Penalty: 1791.141968
	Iteration 4F: 3 clusters Score -663023.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -663483.625000 Penalty: 1791.141968
	Iteration 5F: 3 clusters Score -663483.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -663846.875000 Penalty: 1791.141968
	Iteration 6Q: 3 clusters Score -663846.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -664176.812500 Penalty: 1791.141968
	Iteration 7Q: 3 clusters Score -664176.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -664472.062500 Penalty: 1791.141968
	Iteration 8Q: 3 clusters Score -664472.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -664743.687500 Penalty: 1791.141968
	Iteration 9Q: 3 clusters Score -664743.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -665026.000000 Penalty: 1791.141968
	Iteration 10Q: 3 clusters Score -665026 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -665285.187500 Penalty: 1791.141968
	Iteration 11Q: 3 clusters Score -665285.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -665507.125000 Penalty: 1791.141968
	Iteration 12Q: 3 clusters Score -665507.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -665689.750000 Penalty: 1791.141968
	Iteration 13Q: 3 clusters Score -665689.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -665836.500000 Penalty: 1791.141968
	Iteration 14Q: 3 clusters Score -665836.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -665968.687500 Penalty: 1791.141968
	Iteration 15Q: 3 clusters Score -665968.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -666081.312500 Penalty: 1791.141968
	Iteration 16Q: 3 clusters Score -666081.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -666173.312500 Penalty: 1791.141968
	Iteration 17Q: 3 clusters Score -666173.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -666247.875000 Penalty: 1791.141968
	Iteration 18Q: 3 clusters Score -666247.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -666297.312500 Penalty: 1791.141968
	Iteration 19Q: 3 clusters Score -666297.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -666329.375000 Penalty: 1791.141968
	Iteration 20F: 3 clusters Score -666329.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -666349.812500 Penalty: 1791.141968
	Iteration 21Q: 3 clusters Score -666349.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -666371.562500 Penalty: 1791.141968
	Iteration 22Q: 3 clusters Score -666371.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -666388.875000 Penalty: 1791.141968
	Iteration 23Q: 3 clusters Score -666388.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -666399.187500 Penalty: 1791.141968
	Iteration 24Q: 3 clusters Score -666399.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -666410.187500 Penalty: 1791.141968
	Iteration 25Q: 3 clusters Score -666410.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -666417.375000 Penalty: 1791.141968
	Iteration 26Q: 3 clusters Score -666417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -666423.750000 Penalty: 1791.141968
	Iteration 27Q: 3 clusters Score -666423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -666428.875000 Penalty: 1791.141968
	Iteration 28Q: 3 clusters Score -666428.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -666433.687500 Penalty: 1791.141968
	Iteration 29Q: 3 clusters Score -666433.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -666435.687500 Penalty: 1791.141968
	Iteration 30Q: 3 clusters Score -666435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -666439.187500 Penalty: 1791.141968
	Iteration 31Q: 3 clusters Score -666439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -666441.375000 Penalty: 1791.141968
	Iteration 32Q: 3 clusters Score -666441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -666442.812500 Penalty: 1791.141968
	Iteration 33Q: 3 clusters Score -666442.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -666444.750000 Penalty: 1791.141968
	Iteration 34Q: 3 clusters Score -666444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -666444.937500 Penalty: 1791.141968
	Iteration 35Q: 3 clusters Score -666444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -666445.250000 Penalty: 1791.141968
	Iteration 36Q: 3 clusters Score -666445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -666445.812500 Penalty: 1791.141968
	Iteration 37Q: 3 clusters Score -666445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -666445.875000 Penalty: 1791.141968
	Iteration 38Q: 3 clusters Score -666445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -666446.750000 Penalty: 1791.141968
	Iteration 39Q: 3 clusters Score -666446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -666446.750000 Penalty: 1791.141968
	Iteration 40F: 3 clusters Score -666446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Entering Unmasked Estep 
Score: -2008465.875000 Penalty: 993.850830
	Iteration 0F: 2 clusters Score -2008466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1985047.875000 Penalty: 1987.701660
	Iteration 0F: 3 clusters Score -1985048 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1995045.250000 Penalty: 1987.701660
	Iteration 1F: 3 clusters Score -1995045 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1995820.625000 Penalty: 1987.701660
	Iteration 2F: 3 clusters Score -1995821 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1996690.125000 Penalty: 1987.701660
	Iteration 3F: 3 clusters Score -1996690 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1997619.375000 Penalty: 1987.701660
	Iteration 4F: 3 clusters Score -1997619 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -1998565.625000 Penalty: 1987.701660
	Iteration 5F: 3 clusters Score -1998566 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -1999455.000000 Penalty: 1987.701660
	Iteration 6F: 3 clusters Score -1999455 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2000322.500000 Penalty: 1987.701660
	Iteration 7Q: 3 clusters Score -2000322 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2001186.125000 Penalty: 1987.701660
	Iteration 8Q: 3 clusters Score -2001186 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -2002154.000000 Penalty: 1987.701660
	Iteration 9Q: 3 clusters Score -2002154 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -2003238.875000 Penalty: 1987.701660
	Iteration 10F: 3 clusters Score -2003239 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -2004379.250000 Penalty: 1987.701660
	Iteration 11Q: 3 clusters Score -2004379 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -2005420.250000 Penalty: 1987.701660
	Iteration 12Q: 3 clusters Score -2005420 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -2006285.875000 Penalty: 1987.701660
	Iteration 13Q: 3 clusters Score -2006286 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -2006856.250000 Penalty: 1987.701660
	Iteration 14Q: 3 clusters Score -2006856 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -2007178.250000 Penalty: 1987.701660
	Iteration 15Q: 3 clusters Score -2007178 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -2007375.625000 Penalty: 1987.701660
	Iteration 16Q: 3 clusters Score -2007376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -2007505.125000 Penalty: 1987.701660
	Iteration 17Q: 3 clusters Score -2007505 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -2007603.750000 Penalty: 1987.701660
	Iteration 18Q: 3 clusters Score -2007604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -2007665.875000 Penalty: 1987.701660
	Iteration 19Q: 3 clusters Score -2007666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -2007719.625000 Penalty: 1987.701660
	Iteration 20F: 3 clusters Score -2007720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -2007745.000000 Penalty: 1987.701660
	Iteration 21Q: 3 clusters Score -2007745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -2007771.375000 Penalty: 1987.701660
	Iteration 22Q: 3 clusters Score -2007771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -2007797.750000 Penalty: 1987.701660
	Iteration 23Q: 3 clusters Score -2007798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -2007819.625000 Penalty: 1987.701660
	Iteration 24Q: 3 clusters Score -2007820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -2007841.125000 Penalty: 1987.701660
	Iteration 25Q: 3 clusters Score -2007841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -2007847.625000 Penalty: 1987.701660
	Iteration 26Q: 3 clusters Score -2007848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -2007863.250000 Penalty: 1987.701660
	Iteration 27Q: 3 clusters Score -2007863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -2007870.000000 Penalty: 1987.701660
	Iteration 28Q: 3 clusters Score -2007870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -2007873.125000 Penalty: 1987.701660
	Iteration 29Q: 3 clusters Score -2007873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -2007873.000000 Penalty: 1987.701660
	Iteration 30Q: 3 clusters Score -2007873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -2007875.375000 Penalty: 1987.701660
	Iteration 31Q: 3 clusters Score -2007875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -2007876.000000 Penalty: 1987.701660
	Iteration 32Q: 3 clusters Score -2007876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -2007878.000000 Penalty: 1987.701660
	Iteration 33Q: 3 clusters Score -2007878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -2007879.875000 Penalty: 1987.701660
	Iteration 34Q: 3 clusters Score -2007880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -2007880.750000 Penalty: 1987.701660
	Iteration 35Q: 3 clusters Score -2007881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -2007880.750000 Penalty: 1987.701660
	Iteration 36F: 3 clusters Score -2007881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -470022.875000 Penalty: 863.772827
	Iteration 0F: 2 clusters Score -470022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -463949.250000 Penalty: 1727.545654
	Iteration 0F: 3 clusters Score -463949.2 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -466222.812500 Penalty: 1727.545654
	Iteration 1F: 3 clusters Score -466222.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -466456.781250 Penalty: 1727.545654
	Iteration 2F: 3 clusters Score -466456.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -466706.187500 Penalty: 1727.545654
	Iteration 3F: 3 clusters Score -466706.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -467031.593750 Penalty: 1727.545654
	Iteration 4F: 3 clusters Score -467031.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -467392.781250 Penalty: 1727.545654
	Iteration 5F: 3 clusters Score -467392.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -467774.062500 Penalty: 1727.545654
	Iteration 6F: 3 clusters Score -467774.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -468058.718750 Penalty: 1727.545654
	Iteration 7F: 3 clusters Score -468058.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -468282.000000 Penalty: 1727.545654
	Iteration 8Q: 3 clusters Score -468282 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -468443.656250 Penalty: 1727.545654
	Iteration 9Q: 3 clusters Score -468443.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -468558.312500 Penalty: 1727.545654
	Iteration 10Q: 3 clusters Score -468558.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -468670.281250 Penalty: 1727.545654
	Iteration 11Q: 3 clusters Score -468670.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -468779.312500 Penalty: 1727.545654
	Iteration 12Q: 3 clusters Score -468779.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -468876.593750 Penalty: 1727.545654
	Iteration 13Q: 3 clusters Score -468876.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -468959.625000 Penalty: 1727.545654
	Iteration 14Q: 3 clusters Score -468959.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -469033.531250 Penalty: 1727.545654
	Iteration 15Q: 3 clusters Score -469033.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -469094.156250 Penalty: 1727.545654
	Iteration 16Q: 3 clusters Score -469094.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -469138.062500 Penalty: 1727.545654
	Iteration 17Q: 3 clusters Score -469138.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -469179.062500 Penalty: 1727.545654
	Iteration 18Q: 3 clusters Score -469179.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -469223.093750 Penalty: 1727.545654
	Iteration 19Q: 3 clusters Score -469223.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -469260.187500 Penalty: 1727.545654
	Iteration 20F: 3 clusters Score -469260.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -469283.937500 Penalty: 1727.545654
	Iteration 21Q: 3 clusters Score -469283.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -469309.218750 Penalty: 1727.545654
	Iteration 22Q: 3 clusters Score -469309.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -469346.593750 Penalty: 1727.545654
	Iteration 23Q: 3 clusters Score -469346.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -469385.375000 Penalty: 1727.545654
	Iteration 24Q: 3 clusters Score -469385.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -469420.750000 Penalty: 1727.545654
	Iteration 25Q: 3 clusters Score -469420.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -469451.187500 Penalty: 1727.545654
	Iteration 26Q: 3 clusters Score -469451.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -469471.875000 Penalty: 1727.545654
	Iteration 27Q: 3 clusters Score -469471.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -469488.468750 Penalty: 1727.545654
	Iteration 28Q: 3 clusters Score -469488.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -469501.125000 Penalty: 1727.545654
	Iteration 29Q: 3 clusters Score -469501.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -469504.437500 Penalty: 1727.545654
	Iteration 30Q: 3 clusters Score -469504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -469505.218750 Penalty: 1727.545654
	Iteration 31Q: 3 clusters Score -469505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -469506.375000 Penalty: 1727.545654
	Iteration 32Q: 3 clusters Score -469506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -469507.812500 Penalty: 1727.545654
	Iteration 33Q: 3 clusters Score -469507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -469507.812500 Penalty: 1727.545654
	Iteration 34F: 3 clusters Score -469507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Entering Unmasked Estep 
Score: -1355682.375000 Penalty: 962.685120
	Iteration 0F: 2 clusters Score -1355682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1339014.125000 Penalty: 1925.370239
	Iteration 0F: 3 clusters Score -1339014 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1345550.000000 Penalty: 1925.370239
	Iteration 1F: 3 clusters Score -1345550 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1345984.125000 Penalty: 1925.370239
	Iteration 2Q: 3 clusters Score -1345984 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1346508.000000 Penalty: 1925.370239
	Iteration 3F: 3 clusters Score -1346508 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1347193.000000 Penalty: 1925.370239
	Iteration 4F: 3 clusters Score -1347193 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1348012.375000 Penalty: 1925.370239
	Iteration 5F: 3 clusters Score -1348012 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1348995.750000 Penalty: 1925.370239
	Iteration 6F: 3 clusters Score -1348996 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1350094.500000 Penalty: 1925.370239
	Iteration 7F: 3 clusters Score -1350094 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1351293.250000 Penalty: 1925.370239
	Iteration 8F: 3 clusters Score -1351293 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1352406.750000 Penalty: 1925.370239
	Iteration 9F: 3 clusters Score -1352407 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1353289.000000 Penalty: 1925.370239
	Iteration 10Q: 3 clusters Score -1353289 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1353942.000000 Penalty: 1925.370239
	Iteration 11Q: 3 clusters Score -1353942 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1354376.375000 Penalty: 1925.370239
	Iteration 12Q: 3 clusters Score -1354376 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1354686.250000 Penalty: 1925.370239
	Iteration 13Q: 3 clusters Score -1354686 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1354901.125000 Penalty: 1925.370239
	Iteration 14Q: 3 clusters Score -1354901 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1355029.500000 Penalty: 1925.370239
	Iteration 15Q: 3 clusters Score -1355030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1355120.750000 Penalty: 1925.370239
	Iteration 16Q: 3 clusters Score -1355121 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1355195.000000 Penalty: 1925.370239
	Iteration 17Q: 3 clusters Score -1355195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1355256.000000 Penalty: 1925.370239
	Iteration 18Q: 3 clusters Score -1355256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1355300.500000 Penalty: 1925.370239
	Iteration 19Q: 3 clusters Score -1355300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1355340.125000 Penalty: 1925.370239
	Iteration 20F: 3 clusters Score -1355340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1355370.125000 Penalty: 1925.370239
	Iteration 21Q: 3 clusters Score -1355370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1355413.750000 Penalty: 1925.370239
	Iteration 22Q: 3 clusters Score -1355414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1355445.000000 Penalty: 1925.370239
	Iteration 23Q: 3 clusters Score -1355445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1355463.375000 Penalty: 1925.370239
	Iteration 24Q: 3 clusters Score -1355463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1355475.000000 Penalty: 1925.370239
	Iteration 25Q: 3 clusters Score -1355475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1355481.500000 Penalty: 1925.370239
	Iteration 26Q: 3 clusters Score -1355482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1355486.000000 Penalty: 1925.370239
	Iteration 27Q: 3 clusters Score -1355486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1355488.625000 Penalty: 1925.370239
	Iteration 28Q: 3 clusters Score -1355489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1355492.375000 Penalty: 1925.370239
	Iteration 29Q: 3 clusters Score -1355492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1355493.375000 Penalty: 1925.370239
	Iteration 30Q: 3 clusters Score -1355493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1355493.375000 Penalty: 1925.370239
	Iteration 31F: 3 clusters Score -1355493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -115072.460938 Penalty: 729.265015
	Iteration 0F: 2 clusters Score -115072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -113267.820312 Penalty: 1458.530029
	Iteration 0F: 3 clusters Score -113267.8 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -113755.328125 Penalty: 1458.530029
	Iteration 1F: 3 clusters Score -113755.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -113835.117188 Penalty: 1458.530029
	Iteration 2F: 3 clusters Score -113835.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -113884.937500 Penalty: 1458.530029
	Iteration 3Q: 3 clusters Score -113884.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -113925.093750 Penalty: 1458.530029
	Iteration 4Q: 3 clusters Score -113925.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -113953.679688 Penalty: 1458.530029
	Iteration 5Q: 3 clusters Score -113953.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -113985.734375 Penalty: 1458.530029
	Iteration 6Q: 3 clusters Score -113985.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -114013.101562 Penalty: 1458.530029
	Iteration 7Q: 3 clusters Score -114013.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -114030.843750 Penalty: 1458.530029
	Iteration 8Q: 3 clusters Score -114030.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -114048.351562 Penalty: 1458.530029
	Iteration 9Q: 3 clusters Score -114048.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -114064.312500 Penalty: 1458.530029
	Iteration 10Q: 3 clusters Score -114064.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -114077.484375 Penalty: 1458.530029
	Iteration 11Q: 3 clusters Score -114077.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -114088.601562 Penalty: 1458.530029
	Iteration 12Q: 3 clusters Score -114088.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -114096.335938 Penalty: 1458.530029
	Iteration 13Q: 3 clusters Score -114096.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -114105.367188 Penalty: 1458.530029
	Iteration 14Q: 3 clusters Score -114105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -114114.945312 Penalty: 1458.530029
	Iteration 15Q: 3 clusters Score -114114.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -114127.781250 Penalty: 1458.530029
	Iteration 16Q: 3 clusters Score -114127.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -114136.039062 Penalty: 1458.530029
	Iteration 17Q: 3 clusters Score -114136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -114146.750000 Penalty: 1458.530029
	Iteration 18Q: 3 clusters Score -114146.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -114157.531250 Penalty: 1458.530029
	Iteration 19Q: 3 clusters Score -114157.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -114166.773438 Penalty: 1458.530029
	Iteration 20F: 3 clusters Score -114166.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -114176.328125 Penalty: 1458.530029
	Iteration 21Q: 3 clusters Score -114176.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -114187.765625 Penalty: 1458.530029
	Iteration 22Q: 3 clusters Score -114187.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -114197.015625 Penalty: 1458.530029
	Iteration 23Q: 3 clusters Score -114197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -114210.867188 Penalty: 1458.530029
	Iteration 24Q: 3 clusters Score -114210.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -114227.375000 Penalty: 1458.530029
	Iteration 25Q: 3 clusters Score -114227.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -114246.601562 Penalty: 1458.530029
	Iteration 26Q: 3 clusters Score -114246.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -114267.648438 Penalty: 1458.530029
	Iteration 27Q: 3 clusters Score -114267.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -114287.484375 Penalty: 1458.530029
	Iteration 28Q: 3 clusters Score -114287.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -114303.625000 Penalty: 1458.530029
	Iteration 29Q: 3 clusters Score -114303.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -114323.757812 Penalty: 1458.530029
	Iteration 30Q: 3 clusters Score -114323.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -114334.539062 Penalty: 1458.530029
	Iteration 31Q: 3 clusters Score -114334.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -114344.609375 Penalty: 1458.530029
	Iteration 32Q: 3 clusters Score -114344.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -114351.562500 Penalty: 1458.530029
	Iteration 33Q: 3 clusters Score -114351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -114355.156250 Penalty: 1458.530029
	Iteration 34Q: 3 clusters Score -114355.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -114359.070312 Penalty: 1458.530029
	Iteration 35Q: 3 clusters Score -114359.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -114363.632812 Penalty: 1458.530029
	Iteration 36Q: 3 clusters Score -114363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -114366.195312 Penalty: 1458.530029
	Iteration 37Q: 3 clusters Score -114366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -114367.234375 Penalty: 1458.530029
	Iteration 38Q: 3 clusters Score -114367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -114369.398438 Penalty: 1458.530029
	Iteration 39Q: 3 clusters Score -114369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -114370.335938 Penalty: 1458.530029
	Iteration 40F: 3 clusters Score -114370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -114371.945312 Penalty: 1458.530029
	Iteration 41Q: 3 clusters Score -114371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -114375.398438 Penalty: 1458.530029
	Iteration 42Q: 3 clusters Score -114375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -114379.343750 Penalty: 1458.530029
	Iteration 43Q: 3 clusters Score -114379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -114381.226562 Penalty: 1458.530029
	Iteration 44Q: 3 clusters Score -114381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -114384.289062 Penalty: 1458.530029
	Iteration 45Q: 3 clusters Score -114384.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -114390.429688 Penalty: 1458.530029
	Iteration 46Q: 3 clusters Score -114390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -114396.210938 Penalty: 1458.530029
	Iteration 47Q: 3 clusters Score -114396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -114399.609375 Penalty: 1458.530029
	Iteration 48Q: 3 clusters Score -114399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -114402.867188 Penalty: 1458.530029
	Iteration 49Q: 3 clusters Score -114402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -114404.015625 Penalty: 1458.530029
	Iteration 50Q: 3 clusters Score -114404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -114404.414062 Penalty: 1458.530029
	Iteration 51Q: 3 clusters Score -114404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -114404.664062 Penalty: 1458.530029
	Iteration 52Q: 3 clusters Score -114404.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -114404.664062 Penalty: 1458.530029
	Iteration 53F: 3 clusters Score -114404.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -152327.953125 Penalty: 764.209045
	Iteration 0F: 2 clusters Score -152328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -149980.500000 Penalty: 1528.418091
	Iteration 0F: 3 clusters Score -149980.5 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -150829.687500 Penalty: 1528.418091
	Iteration 1F: 3 clusters Score -150829.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -150978.187500 Penalty: 1528.418091
	Iteration 2F: 3 clusters Score -150978.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -151126.828125 Penalty: 1528.418091
	Iteration 3F: 3 clusters Score -151126.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -151267.718750 Penalty: 1528.418091
	Iteration 4F: 3 clusters Score -151267.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -151366.656250 Penalty: 1528.418091
	Iteration 5Q: 3 clusters Score -151366.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -151440.125000 Penalty: 1528.418091
	Iteration 6Q: 3 clusters Score -151440.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -151493.265625 Penalty: 1528.418091
	Iteration 7Q: 3 clusters Score -151493.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -151525.531250 Penalty: 1528.418091
	Iteration 8Q: 3 clusters Score -151525.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -151539.125000 Penalty: 1528.418091
	Iteration 9Q: 3 clusters Score -151539.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -151554.937500 Penalty: 1528.418091
	Iteration 10Q: 3 clusters Score -151554.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -151566.625000 Penalty: 1528.418091
	Iteration 11Q: 3 clusters Score -151566.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -151579.343750 Penalty: 1528.418091
	Iteration 12Q: 3 clusters Score -151579.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -151592.640625 Penalty: 1528.418091
	Iteration 13Q: 3 clusters Score -151592.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -151603.593750 Penalty: 1528.418091
	Iteration 14Q: 3 clusters Score -151603.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -151613.703125 Penalty: 1528.418091
	Iteration 15Q: 3 clusters Score -151613.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -151621.953125 Penalty: 1528.418091
	Iteration 16Q: 3 clusters Score -151622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -151631.421875 Penalty: 1528.418091
	Iteration 17Q: 3 clusters Score -151631.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -151644.593750 Penalty: 1528.418091
	Iteration 18Q: 3 clusters Score -151644.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -151666.671875 Penalty: 1528.418091
	Iteration 19Q: 3 clusters Score -151666.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -151687.687500 Penalty: 1528.418091
	Iteration 20F: 3 clusters Score -151687.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -151713.171875 Penalty: 1528.418091
	Iteration 21Q: 3 clusters Score -151713.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -151745.828125 Penalty: 1528.418091
	Iteration 22Q: 3 clusters Score -151745.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -151785.656250 Penalty: 1528.418091
	Iteration 23Q: 3 clusters Score -151785.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -151828.859375 Penalty: 1528.418091
	Iteration 24Q: 3 clusters Score -151828.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -151885.375000 Penalty: 1528.418091
	Iteration 25Q: 3 clusters Score -151885.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -151935.703125 Penalty: 1528.418091
	Iteration 26Q: 3 clusters Score -151935.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -151986.640625 Penalty: 1528.418091
	Iteration 27Q: 3 clusters Score -151986.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -152021.453125 Penalty: 1528.418091
	Iteration 28Q: 3 clusters Score -152021.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -152041.265625 Penalty: 1528.418091
	Iteration 29Q: 3 clusters Score -152041.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -152054.093750 Penalty: 1528.418091
	Iteration 30Q: 3 clusters Score -152054.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -152060.156250 Penalty: 1528.418091
	Iteration 31Q: 3 clusters Score -152060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -152062.593750 Penalty: 1528.418091
	Iteration 32Q: 3 clusters Score -152062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -152063.921875 Penalty: 1528.418091
	Iteration 33Q: 3 clusters Score -152063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -152064.328125 Penalty: 1528.418091
	Iteration 34Q: 3 clusters Score -152064.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -152065.328125 Penalty: 1528.418091
	Iteration 35F: 3 clusters Score -152065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -152066.125000 Penalty: 1528.418091
	Iteration 36Q: 3 clusters Score -152066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -152066.546875 Penalty: 1528.418091
	Iteration 37Q: 3 clusters Score -152066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -152066.656250 Penalty: 1528.418091
	Iteration 38Q: 3 clusters Score -152066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -152066.656250 Penalty: 1528.418091
	Iteration 39F: 3 clusters Score -152066.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Entering Unmasked Estep 
Score: -898046.250000 Penalty: 918.659912
	Iteration 0F: 2 clusters Score -898046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -887420.812500 Penalty: 1837.319824
	Iteration 0F: 3 clusters Score -887420.8 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -892019.000000 Penalty: 1837.319824
	Iteration 1F: 3 clusters Score -892019 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -893069.812500 Penalty: 1837.319824
	Iteration 2F: 3 clusters Score -893069.8 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -894278.437500 Penalty: 1837.319824
	Iteration 3F: 3 clusters Score -894278.4 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -895337.000000 Penalty: 1837.319824
	Iteration 4F: 3 clusters Score -895337 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -895996.500000 Penalty: 1837.319824
	Iteration 5F: 3 clusters Score -895996.5 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -896335.875000 Penalty: 1837.319824
	Iteration 6Q: 3 clusters Score -896335.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -896485.687500 Penalty: 1837.319824
	Iteration 7Q: 3 clusters Score -896485.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -896561.312500 Penalty: 1837.319824
	Iteration 8Q: 3 clusters Score -896561.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -896606.687500 Penalty: 1837.319824
	Iteration 9Q: 3 clusters Score -896606.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -896646.000000 Penalty: 1837.319824
	Iteration 10Q: 3 clusters Score -896646 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -896677.500000 Penalty: 1837.319824
	Iteration 11Q: 3 clusters Score -896677.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -896718.125000 Penalty: 1837.319824
	Iteration 12Q: 3 clusters Score -896718.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -896751.750000 Penalty: 1837.319824
	Iteration 13Q: 3 clusters Score -896751.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -896788.250000 Penalty: 1837.319824
	Iteration 14Q: 3 clusters Score -896788.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -896829.687500 Penalty: 1837.319824
	Iteration 15Q: 3 clusters Score -896829.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -896873.125000 Penalty: 1837.319824
	Iteration 16Q: 3 clusters Score -896873.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -896916.250000 Penalty: 1837.319824
	Iteration 17Q: 3 clusters Score -896916.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -896953.562500 Penalty: 1837.319824
	Iteration 18Q: 3 clusters Score -896953.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -896993.437500 Penalty: 1837.319824
	Iteration 19Q: 3 clusters Score -896993.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -897026.625000 Penalty: 1837.319824
	Iteration 20F: 3 clusters Score -897026.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -897056.625000 Penalty: 1837.319824
	Iteration 21Q: 3 clusters Score -897056.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -897082.812500 Penalty: 1837.319824
	Iteration 22Q: 3 clusters Score -897082.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -897098.687500 Penalty: 1837.319824
	Iteration 23Q: 3 clusters Score -897098.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -897114.062500 Penalty: 1837.319824
	Iteration 24Q: 3 clusters Score -897114.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -897126.375000 Penalty: 1837.319824
	Iteration 25Q: 3 clusters Score -897126.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -897138.562500 Penalty: 1837.319824
	Iteration 26Q: 3 clusters Score -897138.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -897151.125000 Penalty: 1837.319824
	Iteration 27Q: 3 clusters Score -897151.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -897172.500000 Penalty: 1837.319824
	Iteration 28Q: 3 clusters Score -897172.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -897183.562500 Penalty: 1837.319824
	Iteration 29Q: 3 clusters Score -897183.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -897191.187500 Penalty: 1837.319824
	Iteration 30Q: 3 clusters Score -897191.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -897203.125000 Penalty: 1837.319824
	Iteration 31Q: 3 clusters Score -897203.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -897209.125000 Penalty: 1837.319824
	Iteration 32Q: 3 clusters Score -897209.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -897218.687500 Penalty: 1837.319824
	Iteration 33Q: 3 clusters Score -897218.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -897227.500000 Penalty: 1837.319824
	Iteration 34Q: 3 clusters Score -897227.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -897236.437500 Penalty: 1837.319824
	Iteration 35Q: 3 clusters Score -897236.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -897241.937500 Penalty: 1837.319824
	Iteration 36Q: 3 clusters Score -897241.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -897252.312500 Penalty: 1837.319824
	Iteration 37Q: 3 clusters Score -897252.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -897258.750000 Penalty: 1837.319824
	Iteration 38Q: 3 clusters Score -897258.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -897265.062500 Penalty: 1837.319824
	Iteration 39Q: 3 clusters Score -897265.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -897268.500000 Penalty: 1837.319824
	Iteration 40F: 3 clusters Score -897268.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -897274.875000 Penalty: 1837.319824
	Iteration 41Q: 3 clusters Score -897274.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -897276.125000 Penalty: 1837.319824
	Iteration 42Q: 3 clusters Score -897276.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -897279.187500 Penalty: 1837.319824
	Iteration 43Q: 3 clusters Score -897279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -897280.875000 Penalty: 1837.319824
	Iteration 44Q: 3 clusters Score -897280.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -897281.750000 Penalty: 1837.319824
	Iteration 45Q: 3 clusters Score -897281.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -897282.500000 Penalty: 1837.319824
	Iteration 46Q: 3 clusters Score -897282.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -897284.437500 Penalty: 1837.319824
	Iteration 47Q: 3 clusters Score -897284.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -897288.312500 Penalty: 1837.319824
	Iteration 48Q: 3 clusters Score -897288.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -897291.687500 Penalty: 1837.319824
	Iteration 49Q: 3 clusters Score -897291.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -897292.500000 Penalty: 1837.319824
	Iteration 50Q: 3 clusters Score -897292.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -897293.500000 Penalty: 1837.319824
	Iteration 51Q: 3 clusters Score -897293.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -897296.687500 Penalty: 1837.319824
	Iteration 52Q: 3 clusters Score -897296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -897297.125000 Penalty: 1837.319824
	Iteration 53Q: 3 clusters Score -897297.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -897298.437500 Penalty: 1837.319824
	Iteration 54Q: 3 clusters Score -897298.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -897302.250000 Penalty: 1837.319824
	Iteration 55Q: 3 clusters Score -897302.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -897304.312500 Penalty: 1837.319824
	Iteration 56Q: 3 clusters Score -897304.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -897306.375000 Penalty: 1837.319824
	Iteration 57Q: 3 clusters Score -897306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -897309.187500 Penalty: 1837.319824
	Iteration 58Q: 3 clusters Score -897309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -897309.937500 Penalty: 1837.319824
	Iteration 59Q: 3 clusters Score -897309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -897310.312500 Penalty: 1837.319824
	Iteration 60F: 3 clusters Score -897310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -897310.937500 Penalty: 1837.319824
	Iteration 61Q: 3 clusters Score -897310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -897311.312500 Penalty: 1837.319824
	Iteration 62Q: 3 clusters Score -897311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -897312.687500 Penalty: 1837.319824
	Iteration 63Q: 3 clusters Score -897312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -897313.250000 Penalty: 1837.319824
	Iteration 64Q: 3 clusters Score -897313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -897311.500000 Penalty: 1837.319824
	Iteration 65Q: 3 clusters Score -897311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -897311.500000 Penalty: 1837.319824
	Iteration 66Q: 3 clusters Score -897311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -897312.375000 Penalty: 1837.319824
	Iteration 67Q: 3 clusters Score -897312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -897313.625000 Penalty: 1837.319824
	Iteration 68Q: 3 clusters Score -897313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -897314.500000 Penalty: 1837.319824
	Iteration 69Q: 3 clusters Score -897314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -897314.625000 Penalty: 1837.319824
	Iteration 70Q: 3 clusters Score -897314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -897318.125000 Penalty: 1837.319824
	Iteration 71Q: 3 clusters Score -897318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -897317.062500 Penalty: 1837.319824
	Iteration 72Q: 3 clusters Score -897317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -897317.062500 Penalty: 1837.319824
	Iteration 73F: 3 clusters Score -897317.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -84347.929688 Penalty: 713.750549
	Iteration 0F: 2 clusters Score -84347.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -82792.726562 Penalty: 1427.501099
	Iteration 0F: 3 clusters Score -82792.73 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -83230.015625 Penalty: 1427.501099
	Iteration 1F: 3 clusters Score -83230.02 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -83342.796875 Penalty: 1427.501099
	Iteration 2F: 3 clusters Score -83342.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -83490.187500 Penalty: 1427.501099
	Iteration 3F: 3 clusters Score -83490.19 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -83650.601562 Penalty: 1427.501099
	Iteration 4F: 3 clusters Score -83650.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -83786.945312 Penalty: 1427.501099
	Iteration 5F: 3 clusters Score -83786.95 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -83859.921875 Penalty: 1427.501099
	Iteration 6Q: 3 clusters Score -83859.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -83895.351562 Penalty: 1427.501099
	Iteration 7Q: 3 clusters Score -83895.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83917.453125 Penalty: 1427.501099
	Iteration 8Q: 3 clusters Score -83917.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83930.742188 Penalty: 1427.501099
	Iteration 9Q: 3 clusters Score -83930.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83944.210938 Penalty: 1427.501099
	Iteration 10Q: 3 clusters Score -83944.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -83954.523438 Penalty: 1427.501099
	Iteration 11Q: 3 clusters Score -83954.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -83958.148438 Penalty: 1427.501099
	Iteration 12Q: 3 clusters Score -83958.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83960.085938 Penalty: 1427.501099
	Iteration 13Q: 3 clusters Score -83960.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83960.437500 Penalty: 1427.501099
	Iteration 14Q: 3 clusters Score -83960.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83960.843750 Penalty: 1427.501099
	Iteration 15Q: 3 clusters Score -83960.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83961.593750 Penalty: 1427.501099
	Iteration 16Q: 3 clusters Score -83961.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83962.000000 Penalty: 1427.501099
	Iteration 17Q: 3 clusters Score -83962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83962.000000 Penalty: 1427.501099
	Iteration 18F: 3 clusters Score -83962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -246622.468750 Penalty: 799.881042
	Iteration 0F: 2 clusters Score -246622.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -243333.093750 Penalty: 1599.762085
	Iteration 0F: 3 clusters Score -243333.1 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -244343.500000 Penalty: 1599.762085
	Iteration 1F: 3 clusters Score -244343.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -244488.578125 Penalty: 1599.762085
	Iteration 2F: 3 clusters Score -244488.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -244598.515625 Penalty: 1599.762085
	Iteration 3F: 3 clusters Score -244598.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -244707.859375 Penalty: 1599.762085
	Iteration 4Q: 3 clusters Score -244707.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -244810.593750 Penalty: 1599.762085
	Iteration 5Q: 3 clusters Score -244810.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -244916.593750 Penalty: 1599.762085
	Iteration 6Q: 3 clusters Score -244916.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -245004.093750 Penalty: 1599.762085
	Iteration 7Q: 3 clusters Score -245004.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -245086.265625 Penalty: 1599.762085
	Iteration 8Q: 3 clusters Score -245086.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -245181.171875 Penalty: 1599.762085
	Iteration 9Q: 3 clusters Score -245181.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -245274.265625 Penalty: 1599.762085
	Iteration 10Q: 3 clusters Score -245274.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -245375.734375 Penalty: 1599.762085
	Iteration 11Q: 3 clusters Score -245375.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -245463.140625 Penalty: 1599.762085
	Iteration 12Q: 3 clusters Score -245463.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -245545.109375 Penalty: 1599.762085
	Iteration 13Q: 3 clusters Score -245545.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -245597.515625 Penalty: 1599.762085
	Iteration 14Q: 3 clusters Score -245597.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -245624.359375 Penalty: 1599.762085
	Iteration 15Q: 3 clusters Score -245624.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -245640.359375 Penalty: 1599.762085
	Iteration 16Q: 3 clusters Score -245640.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -245650.187500 Penalty: 1599.762085
	Iteration 17Q: 3 clusters Score -245650.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -245659.203125 Penalty: 1599.762085
	Iteration 18Q: 3 clusters Score -245659.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -245664.906250 Penalty: 1599.762085
	Iteration 19Q: 3 clusters Score -245664.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -245668.296875 Penalty: 1599.762085
	Iteration 20F: 3 clusters Score -245668.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -245671.875000 Penalty: 1599.762085
	Iteration 21Q: 3 clusters Score -245671.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -245675.750000 Penalty: 1599.762085
	Iteration 22Q: 3 clusters Score -245675.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -245681.750000 Penalty: 1599.762085
	Iteration 23Q: 3 clusters Score -245681.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -245685.484375 Penalty: 1599.762085
	Iteration 24Q: 3 clusters Score -245685.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -245689.109375 Penalty: 1599.762085
	Iteration 25Q: 3 clusters Score -245689.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -245693.562500 Penalty: 1599.762085
	Iteration 26Q: 3 clusters Score -245693.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -245696.921875 Penalty: 1599.762085
	Iteration 27Q: 3 clusters Score -245696.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -245699.140625 Penalty: 1599.762085
	Iteration 28Q: 3 clusters Score -245699.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -245702.640625 Penalty: 1599.762085
	Iteration 29Q: 3 clusters Score -245702.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -245705.750000 Penalty: 1599.762085
	Iteration 30Q: 3 clusters Score -245705.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -245708.812500 Penalty: 1599.762085
	Iteration 31Q: 3 clusters Score -245708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -245712.546875 Penalty: 1599.762085
	Iteration 32Q: 3 clusters Score -245712.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -245714.156250 Penalty: 1599.762085
	Iteration 33Q: 3 clusters Score -245714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -245715.921875 Penalty: 1599.762085
	Iteration 34Q: 3 clusters Score -245715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -245717.468750 Penalty: 1599.762085
	Iteration 35Q: 3 clusters Score -245717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -245718.093750 Penalty: 1599.762085
	Iteration 36Q: 3 clusters Score -245718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -245718.109375 Penalty: 1599.762085
	Iteration 37Q: 3 clusters Score -245718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -245718.109375 Penalty: 1599.762085
	Iteration 38F: 3 clusters Score -245718.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -414686.218750 Penalty: 837.952454
	Iteration 0F: 2 clusters Score -414686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -409912.437500 Penalty: 1675.904907
	Iteration 0F: 3 clusters Score -409912.4 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -411422.937500 Penalty: 1675.904907
	Iteration 1F: 3 clusters Score -411422.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -411589.750000 Penalty: 1675.904907
	Iteration 2F: 3 clusters Score -411589.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -411764.781250 Penalty: 1675.904907
	Iteration 3F: 3 clusters Score -411764.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -411948.281250 Penalty: 1675.904907
	Iteration 4F: 3 clusters Score -411948.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -412148.875000 Penalty: 1675.904907
	Iteration 5F: 3 clusters Score -412148.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -412393.437500 Penalty: 1675.904907
	Iteration 6F: 3 clusters Score -412393.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -412684.000000 Penalty: 1675.904907
	Iteration 7F: 3 clusters Score -412684 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -412999.281250 Penalty: 1675.904907
	Iteration 8F: 3 clusters Score -412999.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -413321.312500 Penalty: 1675.904907
	Iteration 9F: 3 clusters Score -413321.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -413565.875000 Penalty: 1675.904907
	Iteration 10Q: 3 clusters Score -413565.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -413719.562500 Penalty: 1675.904907
	Iteration 11Q: 3 clusters Score -413719.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -413813.375000 Penalty: 1675.904907
	Iteration 12Q: 3 clusters Score -413813.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -413888.718750 Penalty: 1675.904907
	Iteration 13Q: 3 clusters Score -413888.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -413924.843750 Penalty: 1675.904907
	Iteration 14Q: 3 clusters Score -413924.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -413953.187500 Penalty: 1675.904907
	Iteration 15Q: 3 clusters Score -413953.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -413970.343750 Penalty: 1675.904907
	Iteration 16Q: 3 clusters Score -413970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -413976.937500 Penalty: 1675.904907
	Iteration 17Q: 3 clusters Score -413976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -413977.500000 Penalty: 1675.904907
	Iteration 18Q: 3 clusters Score -413977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -413980.312500 Penalty: 1675.904907
	Iteration 19Q: 3 clusters Score -413980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -413982.687500 Penalty: 1675.904907
	Iteration 20F: 3 clusters Score -413982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -413987.000000 Penalty: 1675.904907
	Iteration 21Q: 3 clusters Score -413987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -413990.375000 Penalty: 1675.904907
	Iteration 22Q: 3 clusters Score -413990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -413991.187500 Penalty: 1675.904907
	Iteration 23Q: 3 clusters Score -413991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -413991.593750 Penalty: 1675.904907
	Iteration 24Q: 3 clusters Score -413991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -413991.593750 Penalty: 1675.904907
	Iteration 25F: 3 clusters Score -413991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -56648.089844 Penalty: 685.097900
	Iteration 0F: 2 clusters Score -56648.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -55368.289062 Penalty: 1370.195801
	Iteration 0F: 3 clusters Score -55368.29 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -55744.746094 Penalty: 1370.195801
	Iteration 1F: 3 clusters Score -55744.75 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -55883.152344 Penalty: 1370.195801
	Iteration 2F: 3 clusters Score -55883.15 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -55983.910156 Penalty: 1370.195801
	Iteration 3F: 3 clusters Score -55983.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -56061.050781 Penalty: 1370.195801
	Iteration 4F: 3 clusters Score -56061.05 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -56124.394531 Penalty: 1370.195801
	Iteration 5F: 3 clusters Score -56124.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -56173.546875 Penalty: 1370.195801
	Iteration 6Q: 3 clusters Score -56173.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -56212.328125 Penalty: 1370.195801
	Iteration 7Q: 3 clusters Score -56212.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -56246.410156 Penalty: 1370.195801
	Iteration 8Q: 3 clusters Score -56246.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -56276.246094 Penalty: 1370.195801
	Iteration 9Q: 3 clusters Score -56276.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -56306.070312 Penalty: 1370.195801
	Iteration 10Q: 3 clusters Score -56306.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -56338.621094 Penalty: 1370.195801
	Iteration 11Q: 3 clusters Score -56338.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -56359.082031 Penalty: 1370.195801
	Iteration 12Q: 3 clusters Score -56359.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -56377.539062 Penalty: 1370.195801
	Iteration 13Q: 3 clusters Score -56377.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -56390.937500 Penalty: 1370.195801
	Iteration 14Q: 3 clusters Score -56390.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -56397.894531 Penalty: 1370.195801
	Iteration 15Q: 3 clusters Score -56397.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -56401.679688 Penalty: 1370.195801
	Iteration 16Q: 3 clusters Score -56401.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -56402.062500 Penalty: 1370.195801
	Iteration 17Q: 3 clusters Score -56402.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -56403.085938 Penalty: 1370.195801
	Iteration 18Q: 3 clusters Score -56403.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -56404.042969 Penalty: 1370.195801
	Iteration 19Q: 3 clusters Score -56404.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -56404.042969 Penalty: 1370.195801
	Iteration 20F: 3 clusters Score -56404.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Entering Unmasked Estep 
Score: -436955.375000 Penalty: 867.030090
	Iteration 0F: 2 clusters Score -436955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -430641.000000 Penalty: 1734.060181
	Iteration 0F: 3 clusters Score -430641 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -433000.250000 Penalty: 1734.060181
	Iteration 1F: 3 clusters Score -433000.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -433337.687500 Penalty: 1734.060181
	Iteration 2F: 3 clusters Score -433337.7 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -433724.625000 Penalty: 1734.060181
	Iteration 3F: 3 clusters Score -433724.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -434043.875000 Penalty: 1734.060181
	Iteration 4F: 3 clusters Score -434043.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -434319.562500 Penalty: 1734.060181
	Iteration 5F: 3 clusters Score -434319.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -434579.343750 Penalty: 1734.060181
	Iteration 6F: 3 clusters Score -434579.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -434850.593750 Penalty: 1734.060181
	Iteration 7Q: 3 clusters Score -434850.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -435116.406250 Penalty: 1734.060181
	Iteration 8Q: 3 clusters Score -435116.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -435408.750000 Penalty: 1734.060181
	Iteration 9Q: 3 clusters Score -435408.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -435680.625000 Penalty: 1734.060181
	Iteration 10Q: 3 clusters Score -435680.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -435908.500000 Penalty: 1734.060181
	Iteration 11Q: 3 clusters Score -435908.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -436101.000000 Penalty: 1734.060181
	Iteration 12Q: 3 clusters Score -436101 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -436259.031250 Penalty: 1734.060181
	Iteration 13Q: 3 clusters Score -436259 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -436365.718750 Penalty: 1734.060181
	Iteration 14Q: 3 clusters Score -436365.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -436447.656250 Penalty: 1734.060181
	Iteration 15Q: 3 clusters Score -436447.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -436502.312500 Penalty: 1734.060181
	Iteration 16Q: 3 clusters Score -436502.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -436553.000000 Penalty: 1734.060181
	Iteration 17Q: 3 clusters Score -436553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -436585.343750 Penalty: 1734.060181
	Iteration 18Q: 3 clusters Score -436585.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -436604.093750 Penalty: 1734.060181
	Iteration 19Q: 3 clusters Score -436604.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -436616.875000 Penalty: 1734.060181
	Iteration 20F: 3 clusters Score -436616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -436621.687500 Penalty: 1734.060181
	Iteration 21Q: 3 clusters Score -436621.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -436626.781250 Penalty: 1734.060181
	Iteration 22Q: 3 clusters Score -436626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -436633.312500 Penalty: 1734.060181
	Iteration 23Q: 3 clusters Score -436633.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -436644.968750 Penalty: 1734.060181
	Iteration 24Q: 3 clusters Score -436645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -436653.000000 Penalty: 1734.060181
	Iteration 25Q: 3 clusters Score -436653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -436656.687500 Penalty: 1734.060181
	Iteration 26Q: 3 clusters Score -436656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -436659.531250 Penalty: 1734.060181
	Iteration 27Q: 3 clusters Score -436659.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -436662.218750 Penalty: 1734.060181
	Iteration 28Q: 3 clusters Score -436662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -436664.625000 Penalty: 1734.060181
	Iteration 29Q: 3 clusters Score -436664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -436666.218750 Penalty: 1734.060181
	Iteration 30Q: 3 clusters Score -436666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -436667.468750 Penalty: 1734.060181
	Iteration 31Q: 3 clusters Score -436667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -436669.468750 Penalty: 1734.060181
	Iteration 32Q: 3 clusters Score -436669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -436669.468750 Penalty: 1734.060181
	Iteration 33F: 3 clusters Score -436669.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -280755.656250 Penalty: 821.029419
	Iteration 0F: 2 clusters Score -280755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -276765.250000 Penalty: 1642.058838
	Iteration 0F: 3 clusters Score -276765.2 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -278284.781250 Penalty: 1642.058838
	Iteration 1F: 3 clusters Score -278284.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -278691.625000 Penalty: 1642.058838
	Iteration 2F: 3 clusters Score -278691.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -279112.687500 Penalty: 1642.058838
	Iteration 3F: 3 clusters Score -279112.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -279452.687500 Penalty: 1642.058838
	Iteration 4F: 3 clusters Score -279452.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -279695.656250 Penalty: 1642.058838
	Iteration 5F: 3 clusters Score -279695.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -279824.937500 Penalty: 1642.058838
	Iteration 6Q: 3 clusters Score -279824.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -279887.937500 Penalty: 1642.058838
	Iteration 7Q: 3 clusters Score -279887.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -279918.062500 Penalty: 1642.058838
	Iteration 8Q: 3 clusters Score -279918.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -279938.125000 Penalty: 1642.058838
	Iteration 9Q: 3 clusters Score -279938.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -279954.468750 Penalty: 1642.058838
	Iteration 10Q: 3 clusters Score -279954.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -279965.093750 Penalty: 1642.058838
	Iteration 11Q: 3 clusters Score -279965.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -279973.687500 Penalty: 1642.058838
	Iteration 12Q: 3 clusters Score -279973.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -279979.250000 Penalty: 1642.058838
	Iteration 13Q: 3 clusters Score -279979.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -279984.625000 Penalty: 1642.058838
	Iteration 14Q: 3 clusters Score -279984.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -279995.875000 Penalty: 1642.058838
	Iteration 15Q: 3 clusters Score -279995.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -280001.812500 Penalty: 1642.058838
	Iteration 16Q: 3 clusters Score -280001.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -280005.875000 Penalty: 1642.058838
	Iteration 17Q: 3 clusters Score -280005.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -280008.000000 Penalty: 1642.058838
	Iteration 18Q: 3 clusters Score -280008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -280009.656250 Penalty: 1642.058838
	Iteration 19Q: 3 clusters Score -280009.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -280011.843750 Penalty: 1642.058838
	Iteration 20F: 3 clusters Score -280011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -280014.156250 Penalty: 1642.058838
	Iteration 21Q: 3 clusters Score -280014.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -280018.906250 Penalty: 1642.058838
	Iteration 22Q: 3 clusters Score -280018.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -280021.062500 Penalty: 1642.058838
	Iteration 23Q: 3 clusters Score -280021.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -280022.406250 Penalty: 1642.058838
	Iteration 24Q: 3 clusters Score -280022.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -280024.062500 Penalty: 1642.058838
	Iteration 25Q: 3 clusters Score -280024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -280025.156250 Penalty: 1642.058838
	Iteration 26Q: 3 clusters Score -280025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -280027.968750 Penalty: 1642.058838
	Iteration 27Q: 3 clusters Score -280028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -280032.031250 Penalty: 1642.058838
	Iteration 28Q: 3 clusters Score -280032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -280037.406250 Penalty: 1642.058838
	Iteration 29Q: 3 clusters Score -280037.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -280043.031250 Penalty: 1642.058838
	Iteration 30Q: 3 clusters Score -280043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -280050.343750 Penalty: 1642.058838
	Iteration 31Q: 3 clusters Score -280050.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -280065.343750 Penalty: 1642.058838
	Iteration 32Q: 3 clusters Score -280065.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -280081.937500 Penalty: 1642.058838
	Iteration 33Q: 3 clusters Score -280081.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -280101.625000 Penalty: 1642.058838
	Iteration 34Q: 3 clusters Score -280101.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -280117.625000 Penalty: 1642.058838
	Iteration 35Q: 3 clusters Score -280117.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -280133.781250 Penalty: 1642.058838
	Iteration 36Q: 3 clusters Score -280133.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -280148.468750 Penalty: 1642.058838
	Iteration 37Q: 3 clusters Score -280148.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -280161.343750 Penalty: 1642.058838
	Iteration 38Q: 3 clusters Score -280161.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -280172.937500 Penalty: 1642.058838
	Iteration 39Q: 3 clusters Score -280172.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -280184.250000 Penalty: 1642.058838
	Iteration 40F: 3 clusters Score -280184.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -280192.281250 Penalty: 1642.058838
	Iteration 41Q: 3 clusters Score -280192.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -280197.937500 Penalty: 1642.058838
	Iteration 42Q: 3 clusters Score -280197.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -280205.593750 Penalty: 1642.058838
	Iteration 43Q: 3 clusters Score -280205.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -280213.343750 Penalty: 1642.058838
	Iteration 44Q: 3 clusters Score -280213.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -280222.687500 Penalty: 1642.058838
	Iteration 45Q: 3 clusters Score -280222.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -280237.437500 Penalty: 1642.058838
	Iteration 46Q: 3 clusters Score -280237.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -280252.156250 Penalty: 1642.058838
	Iteration 47Q: 3 clusters Score -280252.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -280265.343750 Penalty: 1642.058838
	Iteration 48Q: 3 clusters Score -280265.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -280276.968750 Penalty: 1642.058838
	Iteration 49Q: 3 clusters Score -280277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -280290.031250 Penalty: 1642.058838
	Iteration 50Q: 3 clusters Score -280290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -280304.125000 Penalty: 1642.058838
	Iteration 51Q: 3 clusters Score -280304.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -280324.968750 Penalty: 1642.058838
	Iteration 52Q: 3 clusters Score -280325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -280339.312500 Penalty: 1642.058838
	Iteration 53Q: 3 clusters Score -280339.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -280347.156250 Penalty: 1642.058838
	Iteration 54Q: 3 clusters Score -280347.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -280356.906250 Penalty: 1642.058838
	Iteration 55Q: 3 clusters Score -280356.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -280365.406250 Penalty: 1642.058838
	Iteration 56Q: 3 clusters Score -280365.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -280371.343750 Penalty: 1642.058838
	Iteration 57Q: 3 clusters Score -280371.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -280381.500000 Penalty: 1642.058838
	Iteration 58Q: 3 clusters Score -280381.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -280389.968750 Penalty: 1642.058838
	Iteration 59Q: 3 clusters Score -280390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -280397.750000 Penalty: 1642.058838
	Iteration 60F: 3 clusters Score -280397.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -280407.656250 Penalty: 1642.058838
	Iteration 61Q: 3 clusters Score -280407.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -280415.875000 Penalty: 1642.058838
	Iteration 62Q: 3 clusters Score -280415.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -280421.562500 Penalty: 1642.058838
	Iteration 63Q: 3 clusters Score -280421.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -280426.906250 Penalty: 1642.058838
	Iteration 64Q: 3 clusters Score -280426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -280430.375000 Penalty: 1642.058838
	Iteration 65Q: 3 clusters Score -280430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -280431.218750 Penalty: 1642.058838
	Iteration 66Q: 3 clusters Score -280431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -280432.375000 Penalty: 1642.058838
	Iteration 67Q: 3 clusters Score -280432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280433.281250 Penalty: 1642.058838
	Iteration 68Q: 3 clusters Score -280433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280433.468750 Penalty: 1642.058838
	Iteration 69Q: 3 clusters Score -280433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280434.125000 Penalty: 1642.058838
	Iteration 70Q: 3 clusters Score -280434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280434.156250 Penalty: 1642.058838
	Iteration 71Q: 3 clusters Score -280434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -280435.062500 Penalty: 1642.058838
	Iteration 72Q: 3 clusters Score -280435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -280435.062500 Penalty: 1642.058838
	Iteration 73F: 3 clusters Score -280435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -157553.765625 Penalty: 746.900635
	Iteration 0F: 2 clusters Score -157553.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -155470.593750 Penalty: 1493.801270
	Iteration 0F: 3 clusters Score -155470.6 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -156031.531250 Penalty: 1493.801270
	Iteration 1F: 3 clusters Score -156031.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -156115.171875 Penalty: 1493.801270
	Iteration 2F: 3 clusters Score -156115.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -156162.375000 Penalty: 1493.801270
	Iteration 3Q: 3 clusters Score -156162.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -156207.515625 Penalty: 1493.801270
	Iteration 4Q: 3 clusters Score -156207.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -156241.609375 Penalty: 1493.801270
	Iteration 5Q: 3 clusters Score -156241.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -156270.656250 Penalty: 1493.801270
	Iteration 6Q: 3 clusters Score -156270.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -156289.015625 Penalty: 1493.801270
	Iteration 7Q: 3 clusters Score -156289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -156304.500000 Penalty: 1493.801270
	Iteration 8Q: 3 clusters Score -156304.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -156323.171875 Penalty: 1493.801270
	Iteration 9Q: 3 clusters Score -156323.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -156341.468750 Penalty: 1493.801270
	Iteration 10Q: 3 clusters Score -156341.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -156358.546875 Penalty: 1493.801270
	Iteration 11Q: 3 clusters Score -156358.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -156378.296875 Penalty: 1493.801270
	Iteration 12Q: 3 clusters Score -156378.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -156399.671875 Penalty: 1493.801270
	Iteration 13Q: 3 clusters Score -156399.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -156416.734375 Penalty: 1493.801270
	Iteration 14Q: 3 clusters Score -156416.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -156435.968750 Penalty: 1493.801270
	Iteration 15Q: 3 clusters Score -156436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -156463.562500 Penalty: 1493.801270
	Iteration 16Q: 3 clusters Score -156463.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -156503.890625 Penalty: 1493.801270
	Iteration 17Q: 3 clusters Score -156503.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -156563.968750 Penalty: 1493.801270
	Iteration 18Q: 3 clusters Score -156564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -156631.937500 Penalty: 1493.801270
	Iteration 19Q: 3 clusters Score -156631.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -156688.812500 Penalty: 1493.801270
	Iteration 20F: 3 clusters Score -156688.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -156728.046875 Penalty: 1493.801270
	Iteration 21Q: 3 clusters Score -156728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -156773.765625 Penalty: 1493.801270
	Iteration 22Q: 3 clusters Score -156773.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -156811.453125 Penalty: 1493.801270
	Iteration 23Q: 3 clusters Score -156811.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -156848.265625 Penalty: 1493.801270
	Iteration 24Q: 3 clusters Score -156848.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -156891.906250 Penalty: 1493.801270
	Iteration 25Q: 3 clusters Score -156891.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -156929.093750 Penalty: 1493.801270
	Iteration 26Q: 3 clusters Score -156929.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -156955.906250 Penalty: 1493.801270
	Iteration 27Q: 3 clusters Score -156955.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -156969.156250 Penalty: 1493.801270
	Iteration 28Q: 3 clusters Score -156969.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -156981.078125 Penalty: 1493.801270
	Iteration 29Q: 3 clusters Score -156981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -156988.296875 Penalty: 1493.801270
	Iteration 30Q: 3 clusters Score -156988.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -156992.171875 Penalty: 1493.801270
	Iteration 31Q: 3 clusters Score -156992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -156993.000000 Penalty: 1493.801270
	Iteration 32Q: 3 clusters Score -156993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -156994.468750 Penalty: 1493.801270
	Iteration 33Q: 3 clusters Score -156994.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -156997.203125 Penalty: 1493.801270
	Iteration 34Q: 3 clusters Score -156997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -157000.562500 Penalty: 1493.801270
	Iteration 35Q: 3 clusters Score -157000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -157002.921875 Penalty: 1493.801270
	Iteration 36Q: 3 clusters Score -157002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -157004.828125 Penalty: 1493.801270
	Iteration 37Q: 3 clusters Score -157004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -157006.515625 Penalty: 1493.801270
	Iteration 38Q: 3 clusters Score -157006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -157007.296875 Penalty: 1493.801270
	Iteration 39Q: 3 clusters Score -157007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -157008.468750 Penalty: 1493.801270
	Iteration 40F: 3 clusters Score -157008.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -157011.015625 Penalty: 1493.801270
	Iteration 41Q: 3 clusters Score -157011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -157012.031250 Penalty: 1493.801270
	Iteration 42Q: 3 clusters Score -157012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -157012.593750 Penalty: 1493.801270
	Iteration 43Q: 3 clusters Score -157012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -157012.875000 Penalty: 1493.801270
	Iteration 44Q: 3 clusters Score -157012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -157013.515625 Penalty: 1493.801270
	Iteration 45Q: 3 clusters Score -157013.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -157014.046875 Penalty: 1493.801270
	Iteration 46Q: 3 clusters Score -157014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -157016.375000 Penalty: 1493.801270
	Iteration 47Q: 3 clusters Score -157016.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -157017.046875 Penalty: 1493.801270
	Iteration 48Q: 3 clusters Score -157017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -157018.203125 Penalty: 1493.801270
	Iteration 49Q: 3 clusters Score -157018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -157018.890625 Penalty: 1493.801270
	Iteration 50Q: 3 clusters Score -157018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -157019.968750 Penalty: 1493.801270
	Iteration 51Q: 3 clusters Score -157020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -157019.859375 Penalty: 1493.801270
	Iteration 52Q: 3 clusters Score -157019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -157020.921875 Penalty: 1493.801270
	Iteration 53Q: 3 clusters Score -157020.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -157021.500000 Penalty: 1493.801270
	Iteration 54Q: 3 clusters Score -157021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -157021.500000 Penalty: 1493.801270
	Iteration 55F: 3 clusters Score -157021.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -78981.171875 Penalty: 688.201599
	Iteration 0F: 2 clusters Score -78981.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -77666.796875 Penalty: 1376.403198
	Iteration 0F: 3 clusters Score -77666.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -77928.679688 Penalty: 1376.403198
	Iteration 1F: 3 clusters Score -77928.68 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -77992.382812 Penalty: 1376.403198
	Iteration 2F: 3 clusters Score -77992.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -78047.757812 Penalty: 1376.403198
	Iteration 3F: 3 clusters Score -78047.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -78088.070312 Penalty: 1376.403198
	Iteration 4Q: 3 clusters Score -78088.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -78118.187500 Penalty: 1376.403198
	Iteration 5Q: 3 clusters Score -78118.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -78134.406250 Penalty: 1376.403198
	Iteration 6Q: 3 clusters Score -78134.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -78140.703125 Penalty: 1376.403198
	Iteration 7Q: 3 clusters Score -78140.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -78145.320312 Penalty: 1376.403198
	Iteration 8Q: 3 clusters Score -78145.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -78152.101562 Penalty: 1376.403198
	Iteration 9Q: 3 clusters Score -78152.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -78157.085938 Penalty: 1376.403198
	Iteration 10Q: 3 clusters Score -78157.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -78160.210938 Penalty: 1376.403198
	Iteration 11Q: 3 clusters Score -78160.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78162.007812 Penalty: 1376.403198
	Iteration 12Q: 3 clusters Score -78162.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78165.664062 Penalty: 1376.403198
	Iteration 13Q: 3 clusters Score -78165.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -78167.523438 Penalty: 1376.403198
	Iteration 14Q: 3 clusters Score -78167.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -78168.406250 Penalty: 1376.403198
	Iteration 15Q: 3 clusters Score -78168.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -78168.789062 Penalty: 1376.403198
	Iteration 16Q: 3 clusters Score -78168.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -78169.148438 Penalty: 1376.403198
	Iteration 17Q: 3 clusters Score -78169.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -78169.148438 Penalty: 1376.403198
	Iteration 18F: 3 clusters Score -78169.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -79789.679688 Penalty: 696.823303
	Iteration 0F: 2 clusters Score -79789.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -78369.671875 Penalty: 1393.646606
	Iteration 0F: 3 clusters Score -78369.67 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -78761.070312 Penalty: 1393.646606
	Iteration 1F: 3 clusters Score -78761.07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -78854.265625 Penalty: 1393.646606
	Iteration 2F: 3 clusters Score -78854.27 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -78928.578125 Penalty: 1393.646606
	Iteration 3F: 3 clusters Score -78928.58 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78984.765625 Penalty: 1393.646606
	Iteration 4Q: 3 clusters Score -78984.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79029.687500 Penalty: 1393.646606
	Iteration 5Q: 3 clusters Score -79029.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79071.859375 Penalty: 1393.646606
	Iteration 6Q: 3 clusters Score -79071.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79099.148438 Penalty: 1393.646606
	Iteration 7Q: 3 clusters Score -79099.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79121.789062 Penalty: 1393.646606
	Iteration 8Q: 3 clusters Score -79121.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79141.210938 Penalty: 1393.646606
	Iteration 9Q: 3 clusters Score -79141.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79150.914062 Penalty: 1393.646606
	Iteration 10Q: 3 clusters Score -79150.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79159.484375 Penalty: 1393.646606
	Iteration 11Q: 3 clusters Score -79159.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79165.664062 Penalty: 1393.646606
	Iteration 12Q: 3 clusters Score -79165.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79169.187500 Penalty: 1393.646606
	Iteration 13Q: 3 clusters Score -79169.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79171.687500 Penalty: 1393.646606
	Iteration 14Q: 3 clusters Score -79171.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79172.992188 Penalty: 1393.646606
	Iteration 15Q: 3 clusters Score -79172.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79175.460938 Penalty: 1393.646606
	Iteration 16Q: 3 clusters Score -79175.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79177.453125 Penalty: 1393.646606
	Iteration 17Q: 3 clusters Score -79177.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79177.945312 Penalty: 1393.646606
	Iteration 18Q: 3 clusters Score -79177.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79178.468750 Penalty: 1393.646606
	Iteration 19Q: 3 clusters Score -79178.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79179.406250 Penalty: 1393.646606
	Iteration 20F: 3 clusters Score -79179.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79181.250000 Penalty: 1393.646606
	Iteration 21Q: 3 clusters Score -79181.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79181.523438 Penalty: 1393.646606
	Iteration 22Q: 3 clusters Score -79181.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79181.523438 Penalty: 1393.646606
	Iteration 23F: 3 clusters Score -79181.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Entering Unmasked Estep 
Score: -1126587.000000 Penalty: 957.679626
	Iteration 0F: 2 clusters Score -1126587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1110812.375000 Penalty: 1915.359253
	Iteration 0F: 3 clusters Score -1110812 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1117313.500000 Penalty: 1915.359253
	Iteration 1F: 3 clusters Score -1117314 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1118106.125000 Penalty: 1915.359253
	Iteration 2F: 3 clusters Score -1118106 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1119119.500000 Penalty: 1915.359253
	Iteration 3F: 3 clusters Score -1119120 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1120455.625000 Penalty: 1915.359253
	Iteration 4F: 3 clusters Score -1120456 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1121805.375000 Penalty: 1915.359253
	Iteration 5F: 3 clusters Score -1121805 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1122861.875000 Penalty: 1915.359253
	Iteration 6F: 3 clusters Score -1122862 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -1123473.500000 Penalty: 1915.359253
	Iteration 7Q: 3 clusters Score -1123474 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1123854.625000 Penalty: 1915.359253
	Iteration 8Q: 3 clusters Score -1123855 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1124119.375000 Penalty: 1915.359253
	Iteration 9Q: 3 clusters Score -1124119 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1124307.125000 Penalty: 1915.359253
	Iteration 10Q: 3 clusters Score -1124307 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -1124457.250000 Penalty: 1915.359253
	Iteration 11Q: 3 clusters Score -1124457 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -1124585.750000 Penalty: 1915.359253
	Iteration 12Q: 3 clusters Score -1124586 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -1124688.125000 Penalty: 1915.359253
	Iteration 13Q: 3 clusters Score -1124688 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1124780.500000 Penalty: 1915.359253
	Iteration 14Q: 3 clusters Score -1124780 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -1124866.125000 Penalty: 1915.359253
	Iteration 15Q: 3 clusters Score -1124866 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -1124947.000000 Penalty: 1915.359253
	Iteration 16Q: 3 clusters Score -1124947 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1125023.500000 Penalty: 1915.359253
	Iteration 17Q: 3 clusters Score -1125024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -1125102.750000 Penalty: 1915.359253
	Iteration 18Q: 3 clusters Score -1125103 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -1125175.375000 Penalty: 1915.359253
	Iteration 19Q: 3 clusters Score -1125175 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -1125236.625000 Penalty: 1915.359253
	Iteration 20F: 3 clusters Score -1125237 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -1125286.250000 Penalty: 1915.359253
	Iteration 21Q: 3 clusters Score -1125286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -1125328.875000 Penalty: 1915.359253
	Iteration 22Q: 3 clusters Score -1125329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -1125367.625000 Penalty: 1915.359253
	Iteration 23Q: 3 clusters Score -1125368 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -1125416.250000 Penalty: 1915.359253
	Iteration 24Q: 3 clusters Score -1125416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -1125456.750000 Penalty: 1915.359253
	Iteration 25Q: 3 clusters Score -1125457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -1125481.875000 Penalty: 1915.359253
	Iteration 26Q: 3 clusters Score -1125482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -1125517.000000 Penalty: 1915.359253
	Iteration 27Q: 3 clusters Score -1125517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -1125548.250000 Penalty: 1915.359253
	Iteration 28Q: 3 clusters Score -1125548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -1125573.250000 Penalty: 1915.359253
	Iteration 29Q: 3 clusters Score -1125573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -1125595.250000 Penalty: 1915.359253
	Iteration 30Q: 3 clusters Score -1125595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -1125607.875000 Penalty: 1915.359253
	Iteration 31Q: 3 clusters Score -1125608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -1125623.625000 Penalty: 1915.359253
	Iteration 32Q: 3 clusters Score -1125624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -1125641.000000 Penalty: 1915.359253
	Iteration 33Q: 3 clusters Score -1125641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -1125656.625000 Penalty: 1915.359253
	Iteration 34Q: 3 clusters Score -1125657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1125679.625000 Penalty: 1915.359253
	Iteration 35Q: 3 clusters Score -1125680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -1125692.250000 Penalty: 1915.359253
	Iteration 36Q: 3 clusters Score -1125692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -1125705.625000 Penalty: 1915.359253
	Iteration 37Q: 3 clusters Score -1125706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -1125721.000000 Penalty: 1915.359253
	Iteration 38Q: 3 clusters Score -1125721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -1125732.500000 Penalty: 1915.359253
	Iteration 39Q: 3 clusters Score -1125732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -1125741.500000 Penalty: 1915.359253
	Iteration 40F: 3 clusters Score -1125742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -1125754.750000 Penalty: 1915.359253
	Iteration 41Q: 3 clusters Score -1125755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -1125765.875000 Penalty: 1915.359253
	Iteration 42Q: 3 clusters Score -1125766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -1125775.250000 Penalty: 1915.359253
	Iteration 43Q: 3 clusters Score -1125775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -1125780.750000 Penalty: 1915.359253
	Iteration 44Q: 3 clusters Score -1125781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -1125782.500000 Penalty: 1915.359253
	Iteration 45Q: 3 clusters Score -1125782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -1125783.875000 Penalty: 1915.359253
	Iteration 46Q: 3 clusters Score -1125784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -1125788.625000 Penalty: 1915.359253
	Iteration 47Q: 3 clusters Score -1125789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -1125790.250000 Penalty: 1915.359253
	Iteration 48Q: 3 clusters Score -1125790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -1125798.000000 Penalty: 1915.359253
	Iteration 49Q: 3 clusters Score -1125798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -1125798.625000 Penalty: 1915.359253
	Iteration 50Q: 3 clusters Score -1125799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -1125799.250000 Penalty: 1915.359253
	Iteration 51Q: 3 clusters Score -1125799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -1125799.250000 Penalty: 1915.359253
	Iteration 52F: 3 clusters Score -1125799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 45979 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 5 contains 73284 members 
Mstep: Class 6 contains 280667 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 137412 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6267 members 
Mstep: Class 11 contains 13425 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 34947 members 
Mstep: Class 15 contains 8887 members 
Mstep: Class 16 contains 25173 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 6772 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 9197 members 
Mstep: Class 25 contains 5667 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 1400 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 23881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629896.000000 Penalty: 35938.746094
Iteration 119Q: 29 clusters Score -3.86299e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 45597 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 5 contains 73289 members 
Mstep: Class 6 contains 280984 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 137395 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 13472 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 12422 members 
Mstep: Class 14 contains 34946 members 
Mstep: Class 15 contains 8903 members 
Mstep: Class 16 contains 25155 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 1826 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 6705 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 9226 members 
Mstep: Class 25 contains 5668 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 1402 members 
Mstep: Class 28 contains 1536 members 
Mstep: Class 29 contains 23933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629888.000000 Penalty: 35938.746094
Iteration 120F: 29 clusters Score -3.862989e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 45252 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 5 contains 73301 members 
Mstep: Class 6 contains 281252 members 
Mstep: Class 7 contains 3112 members 
Mstep: Class 8 contains 137381 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 6294 members 
Mstep: Class 11 contains 13497 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 12421 members 
Mstep: Class 14 contains 34946 members 
Mstep: Class 15 contains 8936 members 
Mstep: Class 16 contains 25140 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 1822 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 6643 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 9262 members 
Mstep: Class 25 contains 5665 members 
Mstep: Class 26 contains 2608 members 
Mstep: Class 27 contains 1405 members 
Mstep: Class 28 contains 1535 members 
Mstep: Class 29 contains 23976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629916.000000 Penalty: 35938.746094
Iteration 121Q: 29 clusters Score -3.862992e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 44896 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 5 contains 73314 members 
Mstep: Class 6 contains 281554 members 
Mstep: Class 7 contains 3111 members 
Mstep: Class 8 contains 137367 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 13530 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 34947 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 25129 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 1369 members 
Mstep: Class 24 contains 9284 members 
Mstep: Class 25 contains 5662 members 
Mstep: Class 26 contains 2607 members 
Mstep: Class 27 contains 1404 members 
Mstep: Class 28 contains 1535 members 
Mstep: Class 29 contains 24019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629792.000000 Penalty: 35938.746094
Iteration 122Q: 29 clusters Score -3.862979e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 44596 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 5 contains 73318 members 
Mstep: Class 6 contains 281817 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 137347 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6299 members 
Mstep: Class 11 contains 13563 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 34946 members 
Mstep: Class 15 contains 8993 members 
Mstep: Class 16 contains 25118 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 4541 members 
Mstep: Class 22 contains 6497 members 
Mstep: Class 23 contains 1372 members 
Mstep: Class 24 contains 9310 members 
Mstep: Class 25 contains 5660 members 
Mstep: Class 26 contains 2608 members 
Mstep: Class 27 contains 1411 members 
Mstep: Class 28 contains 1536 members 
Mstep: Class 29 contains 24060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629804.000000 Penalty: 35938.746094
Iteration 123Q: 29 clusters Score -3.86298e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 44315 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 5 contains 73316 members 
Mstep: Class 6 contains 282055 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 8 contains 137346 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 13603 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 12419 members 
Mstep: Class 14 contains 34944 members 
Mstep: Class 15 contains 9011 members 
Mstep: Class 16 contains 25102 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 4542 members 
Mstep: Class 22 contains 6434 members 
Mstep: Class 23 contains 1374 members 
Mstep: Class 24 contains 9336 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 24112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629820.000000 Penalty: 35938.746094
Iteration 124Q: 29 clusters Score -3.862982e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 44058 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 5 contains 73325 members 
Mstep: Class 6 contains 282244 members 
Mstep: Class 7 contains 3090 members 
Mstep: Class 8 contains 137348 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 13643 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 12421 members 
Mstep: Class 14 contains 34943 members 
Mstep: Class 15 contains 9026 members 
Mstep: Class 16 contains 25081 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 15837 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 4544 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 1377 members 
Mstep: Class 24 contains 9358 members 
Mstep: Class 25 contains 5660 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 1425 members 
Mstep: Class 28 contains 1538 members 
Mstep: Class 29 contains 24173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629860.000000 Penalty: 35938.746094
Iteration 125Q: 29 clusters Score -3.862986e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 43825 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 5 contains 73330 members 
Mstep: Class 6 contains 282430 members 
Mstep: Class 7 contains 3080 members 
Mstep: Class 8 contains 137355 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6297 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 12419 members 
Mstep: Class 14 contains 34944 members 
Mstep: Class 15 contains 9034 members 
Mstep: Class 16 contains 25072 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 4546 members 
Mstep: Class 22 contains 6290 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 9375 members 
Mstep: Class 25 contains 5661 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 1435 members 
Mstep: Class 28 contains 1538 members 
Mstep: Class 29 contains 24227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629920.000000 Penalty: 35938.746094
Iteration 126Q: 29 clusters Score -3.862992e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 43624 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 5 contains 73337 members 
Mstep: Class 6 contains 282594 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 137347 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 13709 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 34943 members 
Mstep: Class 15 contains 9046 members 
Mstep: Class 16 contains 25055 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 4546 members 
Mstep: Class 22 contains 6216 members 
Mstep: Class 23 contains 1392 members 
Mstep: Class 24 contains 9393 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 2601 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 1538 members 
Mstep: Class 29 contains 24281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629932.000000 Penalty: 35938.746094
Iteration 127Q: 29 clusters Score -3.862993e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 43420 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 5 contains 73341 members 
Mstep: Class 6 contains 282740 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 8 contains 137350 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6305 members 
Mstep: Class 11 contains 13735 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 34941 members 
Mstep: Class 15 contains 9055 members 
Mstep: Class 16 contains 25038 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1818 members 
Mstep: Class 21 contains 4547 members 
Mstep: Class 22 contains 6155 members 
Mstep: Class 23 contains 1399 members 
Mstep: Class 24 contains 9415 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 2601 members 
Mstep: Class 27 contains 1456 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 24334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630008.000000 Penalty: 35938.746094
Iteration 128Q: 29 clusters Score -3.863001e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 43248 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 5 contains 73339 members 
Mstep: Class 6 contains 282874 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 137347 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6309 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 12418 members 
Mstep: Class 14 contains 34939 members 
Mstep: Class 15 contains 9062 members 
Mstep: Class 16 contains 25020 members 
Mstep: Class 17 contains 2152 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1816 members 
Mstep: Class 21 contains 4548 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 9425 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 1464 members 
Mstep: Class 28 contains 1540 members 
Mstep: Class 29 contains 24391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630096.000000 Penalty: 35938.746094
Iteration 129Q: 29 clusters Score -3.86301e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 43064 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 5 contains 73338 members 
Mstep: Class 6 contains 283030 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137349 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6307 members 
Mstep: Class 11 contains 13794 members 
Mstep: Class 12 contains 2557 members 
Mstep: Class 13 contains 12419 members 
Mstep: Class 14 contains 34939 members 
Mstep: Class 15 contains 9060 members 
Mstep: Class 16 contains 25005 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1813 members 
Mstep: Class 21 contains 4549 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 1407 members 
Mstep: Class 24 contains 9436 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 2601 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 1543 members 
Mstep: Class 29 contains 24445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630012.000000 Penalty: 35938.746094
Iteration 130Q: 29 clusters Score -3.863001e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 42898 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 5 contains 73345 members 
Mstep: Class 6 contains 283153 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137352 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6307 members 
Mstep: Class 11 contains 13820 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 12419 members 
Mstep: Class 14 contains 34936 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 24990 members 
Mstep: Class 17 contains 2152 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 1412 members 
Mstep: Class 24 contains 9457 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 2607 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 1543 members 
Mstep: Class 29 contains 24473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629984.000000 Penalty: 35938.746094
Iteration 131Q: 29 clusters Score -3.862998e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 42776 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 5 contains 73355 members 
Mstep: Class 6 contains 283239 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 137350 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6305 members 
Mstep: Class 11 contains 13842 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 34935 members 
Mstep: Class 15 contains 9084 members 
Mstep: Class 16 contains 24976 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 4558 members 
Mstep: Class 22 contains 5919 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 9477 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 2607 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 1543 members 
Mstep: Class 29 contains 24497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629896.000000 Penalty: 35938.746094
Iteration 132Q: 29 clusters Score -3.86299e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 42666 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 5 contains 73362 members 
Mstep: Class 6 contains 283309 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 137355 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 13861 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 34931 members 
Mstep: Class 15 contains 9100 members 
Mstep: Class 16 contains 24970 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 4561 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 1419 members 
Mstep: Class 24 contains 9488 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 1546 members 
Mstep: Class 29 contains 24524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629924.000000 Penalty: 35938.746094
Iteration 133Q: 29 clusters Score -3.862992e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 42562 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73364 members 
Mstep: Class 6 contains 283386 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 137359 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 13873 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 34927 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 24965 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 5823 members 
Mstep: Class 23 contains 1419 members 
Mstep: Class 24 contains 9496 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 1507 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 24556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629904.000000 Penalty: 35938.746094
Iteration 134Q: 29 clusters Score -3.86299e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 42466 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73366 members 
Mstep: Class 6 contains 283442 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137363 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 13898 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 34925 members 
Mstep: Class 15 contains 9120 members 
Mstep: Class 16 contains 24962 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 5785 members 
Mstep: Class 23 contains 1420 members 
Mstep: Class 24 contains 9507 members 
Mstep: Class 25 contains 5655 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 1560 members 
Mstep: Class 29 contains 24576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629924.000000 Penalty: 35938.746094
Iteration 135Q: 29 clusters Score -3.862992e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 42374 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73360 members 
Mstep: Class 6 contains 283514 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137364 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 13907 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 34923 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 24959 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 5749 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 9514 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 2595 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 1569 members 
Mstep: Class 29 contains 24600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630048.000000 Penalty: 35938.746094
Iteration 136Q: 29 clusters Score -3.863005e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 42288 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73365 members 
Mstep: Class 6 contains 283571 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137370 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 13925 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 34922 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 24956 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 5713 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 9518 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 1513 members 
Mstep: Class 28 contains 1574 members 
Mstep: Class 29 contains 24634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629984.000000 Penalty: 35938.746094
Iteration 137Q: 29 clusters Score -3.862998e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 42202 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73368 members 
Mstep: Class 6 contains 283638 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137377 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 13940 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 34923 members 
Mstep: Class 15 contains 9124 members 
Mstep: Class 16 contains 24953 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 5687 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 9520 members 
Mstep: Class 25 contains 5655 members 
Mstep: Class 26 contains 2592 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1576 members 
Mstep: Class 29 contains 24659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629968.000000 Penalty: 35938.746094
Iteration 138Q: 29 clusters Score -3.862997e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 42128 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73374 members 
Mstep: Class 6 contains 283704 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137378 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 13949 members 
Mstep: Class 12 contains 2548 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 34923 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 24950 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5665 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 9522 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 2586 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1578 members 
Mstep: Class 29 contains 24672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629992.000000 Penalty: 35938.746094
Iteration 139Q: 29 clusters Score -3.862999e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73372 members 
Mstep: Class 6 contains 283750 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137382 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 13957 members 
Mstep: Class 12 contains 2546 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 34924 members 
Mstep: Class 15 contains 9131 members 
Mstep: Class 16 contains 24948 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 1804 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 9524 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 2583 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 24686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629968.000000 Penalty: 35938.746094
Iteration 140F: 29 clusters Score -3.862997e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 41998 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73369 members 
Mstep: Class 6 contains 283793 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137387 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6314 members 
Mstep: Class 11 contains 13974 members 
Mstep: Class 12 contains 2545 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 34926 members 
Mstep: Class 15 contains 9136 members 
Mstep: Class 16 contains 24946 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5629 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 9527 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 2581 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 24696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629920.000000 Penalty: 35938.746094
Iteration 141Q: 29 clusters Score -3.862992e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41920 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73371 members 
Mstep: Class 6 contains 283853 members 
Mstep: Class 7 contains 3070 members 
Mstep: Class 8 contains 137392 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6319 members 
Mstep: Class 11 contains 13980 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 34926 members 
Mstep: Class 15 contains 9137 members 
Mstep: Class 16 contains 24943 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5618 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 9532 members 
Mstep: Class 25 contains 5655 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1586 members 
Mstep: Class 29 contains 24706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629916.000000 Penalty: 35938.746094
Iteration 142Q: 29 clusters Score -3.862992e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41850 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73375 members 
Mstep: Class 6 contains 283893 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 137400 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6321 members 
Mstep: Class 11 contains 13986 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 34925 members 
Mstep: Class 15 contains 9141 members 
Mstep: Class 16 contains 24941 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5613 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 9535 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2576 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1588 members 
Mstep: Class 29 contains 24722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629880.000000 Penalty: 35938.746094
Iteration 143Q: 29 clusters Score -3.862988e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41778 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73375 members 
Mstep: Class 6 contains 283949 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 137407 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 13989 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 34923 members 
Mstep: Class 15 contains 9145 members 
Mstep: Class 16 contains 24940 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 3110 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5607 members 
Mstep: Class 23 contains 1427 members 
Mstep: Class 24 contains 9535 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2572 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1590 members 
Mstep: Class 29 contains 24727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629892.000000 Penalty: 35938.746094
Iteration 144Q: 29 clusters Score -3.862989e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41718 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73378 members 
Mstep: Class 6 contains 283985 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 8 contains 137418 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 13997 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 34920 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 24939 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5596 members 
Mstep: Class 23 contains 1430 members 
Mstep: Class 24 contains 9534 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2573 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1591 members 
Mstep: Class 29 contains 24732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629900.000000 Penalty: 35938.746094
Iteration 145Q: 29 clusters Score -3.86299e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41657 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73382 members 
Mstep: Class 6 contains 284025 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 137426 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 14006 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 34920 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 24933 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 3107 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5584 members 
Mstep: Class 23 contains 1433 members 
Mstep: Class 24 contains 9535 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2574 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1592 members 
Mstep: Class 29 contains 24739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629856.000000 Penalty: 35938.746094
Iteration 146Q: 29 clusters Score -3.862986e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73389 members 
Mstep: Class 6 contains 284045 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 8 contains 137429 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 14019 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 12418 members 
Mstep: Class 14 contains 34920 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 24928 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 9540 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2574 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1594 members 
Mstep: Class 29 contains 24745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629864.000000 Penalty: 35938.746094
Iteration 147Q: 29 clusters Score -3.862986e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41553 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73390 members 
Mstep: Class 6 contains 284073 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 137430 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 14023 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 12422 members 
Mstep: Class 14 contains 34920 members 
Mstep: Class 15 contains 9162 members 
Mstep: Class 16 contains 24926 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 9546 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2573 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1595 members 
Mstep: Class 29 contains 24755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629872.000000 Penalty: 35938.746094
Iteration 148Q: 29 clusters Score -3.862987e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 41500 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73392 members 
Mstep: Class 6 contains 284096 members 
Mstep: Class 7 contains 3070 members 
Mstep: Class 8 contains 137436 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 14025 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 34920 members 
Mstep: Class 15 contains 9171 members 
Mstep: Class 16 contains 24923 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3097 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5570 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9551 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2573 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1596 members 
Mstep: Class 29 contains 24766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629888.000000 Penalty: 35938.746094
Iteration 149Q: 29 clusters Score -3.862989e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 41451 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73396 members 
Mstep: Class 6 contains 284127 members 
Mstep: Class 7 contains 3070 members 
Mstep: Class 8 contains 137441 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6331 members 
Mstep: Class 11 contains 14032 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34919 members 
Mstep: Class 15 contains 9176 members 
Mstep: Class 16 contains 24919 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9555 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2573 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1597 members 
Mstep: Class 29 contains 24770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629916.000000 Penalty: 35938.746094
Iteration 150Q: 29 clusters Score -3.862992e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 41400 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73403 members 
Mstep: Class 6 contains 284151 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 137444 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 14040 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34918 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 24918 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9555 members 
Mstep: Class 25 contains 5652 members 
Mstep: Class 26 contains 2570 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1598 members 
Mstep: Class 29 contains 24776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629960.000000 Penalty: 35938.746094
Iteration 151Q: 29 clusters Score -3.862996e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 41362 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73405 members 
Mstep: Class 6 contains 284168 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 137448 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 14043 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12422 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9184 members 
Mstep: Class 16 contains 24918 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5561 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9555 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2567 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1598 members 
Mstep: Class 29 contains 24785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629924.000000 Penalty: 35938.746094
Iteration 152Q: 29 clusters Score -3.862992e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 41323 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73405 members 
Mstep: Class 6 contains 284194 members 
Mstep: Class 7 contains 3078 members 
Mstep: Class 8 contains 137450 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 14047 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9558 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2563 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1598 members 
Mstep: Class 29 contains 24791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630008.000000 Penalty: 35938.746094
Iteration 153Q: 29 clusters Score -3.863001e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 41284 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73404 members 
Mstep: Class 6 contains 284228 members 
Mstep: Class 7 contains 3081 members 
Mstep: Class 8 contains 137450 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9195 members 
Mstep: Class 16 contains 24914 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9558 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2562 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1598 members 
Mstep: Class 29 contains 24797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629984.000000 Penalty: 35938.746094
Iteration 154Q: 29 clusters Score -3.862998e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 41245 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73405 members 
Mstep: Class 6 contains 284260 members 
Mstep: Class 7 contains 3083 members 
Mstep: Class 8 contains 137455 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 14054 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9195 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5542 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9560 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1598 members 
Mstep: Class 29 contains 24803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629972.000000 Penalty: 35938.746094
Iteration 155Q: 29 clusters Score -3.862997e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 41214 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73405 members 
Mstep: Class 6 contains 284285 members 
Mstep: Class 7 contains 3085 members 
Mstep: Class 8 contains 137454 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 14058 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34916 members 
Mstep: Class 15 contains 9200 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5537 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9559 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2556 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1599 members 
Mstep: Class 29 contains 24806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629976.000000 Penalty: 35938.746094
Iteration 156Q: 29 clusters Score -3.862998e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41189 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73402 members 
Mstep: Class 6 contains 284302 members 
Mstep: Class 7 contains 3090 members 
Mstep: Class 8 contains 137452 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9202 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9560 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1600 members 
Mstep: Class 29 contains 24811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630008.000000 Penalty: 35938.746094
Iteration 157Q: 29 clusters Score -3.863001e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41166 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73402 members 
Mstep: Class 6 contains 284311 members 
Mstep: Class 7 contains 3092 members 
Mstep: Class 8 contains 137452 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 14063 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9208 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5532 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9562 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1601 members 
Mstep: Class 29 contains 24813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630028.000000 Penalty: 35938.746094
Iteration 158Q: 29 clusters Score -3.863003e+07 nChanged 52
Entering ConstructFrom: 
Score: -38630028.000000 Penalty: 35938.746094
Entering ConstructFrom: 
Trying to split cluster 1 (2934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Entering Unmasked Estep 
Score: -151924.953125 Penalty: 758.491577
	Iteration 0F: 2 clusters Score -151925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -149659.406250 Penalty: 1516.983154
	Iteration 0F: 3 clusters Score -149659.4 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -150301.593750 Penalty: 1516.983154
	Iteration 1F: 3 clusters Score -150301.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -150393.968750 Penalty: 1516.983154
	Iteration 2F: 3 clusters Score -150394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -150457.953125 Penalty: 1516.983154
	Iteration 3Q: 3 clusters Score -150458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -150505.843750 Penalty: 1516.983154
	Iteration 4Q: 3 clusters Score -150505.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -150549.656250 Penalty: 1516.983154
	Iteration 5Q: 3 clusters Score -150549.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -150584.359375 Penalty: 1516.983154
	Iteration 6Q: 3 clusters Score -150584.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -150616.750000 Penalty: 1516.983154
	Iteration 7Q: 3 clusters Score -150616.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -150638.468750 Penalty: 1516.983154
	Iteration 8Q: 3 clusters Score -150638.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -150657.843750 Penalty: 1516.983154
	Iteration 9Q: 3 clusters Score -150657.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -150672.171875 Penalty: 1516.983154
	Iteration 10Q: 3 clusters Score -150672.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -150687.140625 Penalty: 1516.983154
	Iteration 11Q: 3 clusters Score -150687.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -150704.671875 Penalty: 1516.983154
	Iteration 12Q: 3 clusters Score -150704.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -150726.468750 Penalty: 1516.983154
	Iteration 13Q: 3 clusters Score -150726.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -150755.656250 Penalty: 1516.983154
	Iteration 14Q: 3 clusters Score -150755.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -150792.000000 Penalty: 1516.983154
	Iteration 15Q: 3 clusters Score -150792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -150827.718750 Penalty: 1516.983154
	Iteration 16Q: 3 clusters Score -150827.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -150867.203125 Penalty: 1516.983154
	Iteration 17Q: 3 clusters Score -150867.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -150899.578125 Penalty: 1516.983154
	Iteration 18Q: 3 clusters Score -150899.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -150928.453125 Penalty: 1516.983154
	Iteration 19Q: 3 clusters Score -150928.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -150959.531250 Penalty: 1516.983154
	Iteration 20F: 3 clusters Score -150959.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -150990.812500 Penalty: 1516.983154
	Iteration 21Q: 3 clusters Score -150990.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -151029.015625 Penalty: 1516.983154
	Iteration 22Q: 3 clusters Score -151029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -151069.359375 Penalty: 1516.983154
	Iteration 23Q: 3 clusters Score -151069.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -151103.281250 Penalty: 1516.983154
	Iteration 24Q: 3 clusters Score -151103.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -151131.484375 Penalty: 1516.983154
	Iteration 25Q: 3 clusters Score -151131.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -151159.703125 Penalty: 1516.983154
	Iteration 26Q: 3 clusters Score -151159.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -151178.156250 Penalty: 1516.983154
	Iteration 27Q: 3 clusters Score -151178.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -151195.234375 Penalty: 1516.983154
	Iteration 28Q: 3 clusters Score -151195.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -151215.468750 Penalty: 1516.983154
	Iteration 29Q: 3 clusters Score -151215.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -151232.281250 Penalty: 1516.983154
	Iteration 30Q: 3 clusters Score -151232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -151237.875000 Penalty: 1516.983154
	Iteration 31Q: 3 clusters Score -151237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -151241.828125 Penalty: 1516.983154
	Iteration 32Q: 3 clusters Score -151241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -151244.281250 Penalty: 1516.983154
	Iteration 33Q: 3 clusters Score -151244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -151245.015625 Penalty: 1516.983154
	Iteration 34Q: 3 clusters Score -151245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -151246.125000 Penalty: 1516.983154
	Iteration 35Q: 3 clusters Score -151246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -151248.625000 Penalty: 1516.983154
	Iteration 36Q: 3 clusters Score -151248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -151249.953125 Penalty: 1516.983154
	Iteration 37Q: 3 clusters Score -151250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -151252.656250 Penalty: 1516.983154
	Iteration 38Q: 3 clusters Score -151252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -151255.187500 Penalty: 1516.983154
	Iteration 39Q: 3 clusters Score -151255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -151255.781250 Penalty: 1516.983154
	Iteration 40F: 3 clusters Score -151255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Entering Unmasked Estep 
Score: -2536408.500000 Penalty: 1009.368408
	Iteration 0F: 2 clusters Score -2536408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2508980.750000 Penalty: 2018.736816
	Iteration 0F: 3 clusters Score -2508981 nChanged 19354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2520335.250000 Penalty: 2018.736816
	Iteration 1F: 3 clusters Score -2520335 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2520803.750000 Penalty: 2018.736816
	Iteration 2Q: 3 clusters Score -2520804 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2521438.750000 Penalty: 2018.736816
	Iteration 3Q: 3 clusters Score -2521439 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2522247.750000 Penalty: 2018.736816
	Iteration 4Q: 3 clusters Score -2522248 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2523492.000000 Penalty: 2018.736816
	Iteration 5F: 3 clusters Score -2523492 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2525408.750000 Penalty: 2018.736816
	Iteration 6F: 3 clusters Score -2525409 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2527582.750000 Penalty: 2018.736816
	Iteration 7F: 3 clusters Score -2527583 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -2528993.250000 Penalty: 2018.736816
	Iteration 8F: 3 clusters Score -2528993 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -2529573.750000 Penalty: 2018.736816
	Iteration 9Q: 3 clusters Score -2529574 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -2529815.000000 Penalty: 2018.736816
	Iteration 10Q: 3 clusters Score -2529815 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -2529962.500000 Penalty: 2018.736816
	Iteration 11Q: 3 clusters Score -2529962 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -2530102.000000 Penalty: 2018.736816
	Iteration 12Q: 3 clusters Score -2530102 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -2530249.500000 Penalty: 2018.736816
	Iteration 13Q: 3 clusters Score -2530250 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -2530395.250000 Penalty: 2018.736816
	Iteration 14Q: 3 clusters Score -2530395 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -2530507.000000 Penalty: 2018.736816
	Iteration 15Q: 3 clusters Score -2530507 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -2530652.250000 Penalty: 2018.736816
	Iteration 16Q: 3 clusters Score -2530652 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -2530817.000000 Penalty: 2018.736816
	Iteration 17Q: 3 clusters Score -2530817 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -2530973.500000 Penalty: 2018.736816
	Iteration 18Q: 3 clusters Score -2530974 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -2531147.500000 Penalty: 2018.736816
	Iteration 19Q: 3 clusters Score -2531148 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -2531318.750000 Penalty: 2018.736816
	Iteration 20F: 3 clusters Score -2531319 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -2531492.750000 Penalty: 2018.736816
	Iteration 21Q: 3 clusters Score -2531493 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -2531694.750000 Penalty: 2018.736816
	Iteration 22Q: 3 clusters Score -2531695 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -2531908.500000 Penalty: 2018.736816
	Iteration 23Q: 3 clusters Score -2531908 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -2532154.750000 Penalty: 2018.736816
	Iteration 24Q: 3 clusters Score -2532155 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -2532415.750000 Penalty: 2018.736816
	Iteration 25Q: 3 clusters Score -2532416 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -2532662.500000 Penalty: 2018.736816
	Iteration 26Q: 3 clusters Score -2532662 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -2532957.500000 Penalty: 2018.736816
	Iteration 27Q: 3 clusters Score -2532958 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -2533225.750000 Penalty: 2018.736816
	Iteration 28Q: 3 clusters Score -2533226 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -2533512.750000 Penalty: 2018.736816
	Iteration 29Q: 3 clusters Score -2533513 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -2533806.250000 Penalty: 2018.736816
	Iteration 30Q: 3 clusters Score -2533806 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -2534077.500000 Penalty: 2018.736816
	Iteration 31Q: 3 clusters Score -2534078 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -2534352.250000 Penalty: 2018.736816
	Iteration 32Q: 3 clusters Score -2534352 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -2534608.250000 Penalty: 2018.736816
	Iteration 33Q: 3 clusters Score -2534608 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -2534809.000000 Penalty: 2018.736816
	Iteration 34Q: 3 clusters Score -2534809 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -2534971.500000 Penalty: 2018.736816
	Iteration 35Q: 3 clusters Score -2534972 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -2535093.750000 Penalty: 2018.736816
	Iteration 36Q: 3 clusters Score -2535094 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -2535206.500000 Penalty: 2018.736816
	Iteration 37Q: 3 clusters Score -2535206 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -2535280.500000 Penalty: 2018.736816
	Iteration 38Q: 3 clusters Score -2535280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -2535317.000000 Penalty: 2018.736816
	Iteration 39Q: 3 clusters Score -2535317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -2535347.750000 Penalty: 2018.736816
	Iteration 40F: 3 clusters Score -2535348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -2535372.750000 Penalty: 2018.736816
	Iteration 41Q: 3 clusters Score -2535373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -2535395.750000 Penalty: 2018.736816
	Iteration 42Q: 3 clusters Score -2535396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -2535411.250000 Penalty: 2018.736816
	Iteration 43Q: 3 clusters Score -2535411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -2535433.000000 Penalty: 2018.736816
	Iteration 44Q: 3 clusters Score -2535433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -2535453.750000 Penalty: 2018.736816
	Iteration 45Q: 3 clusters Score -2535454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -2535474.250000 Penalty: 2018.736816
	Iteration 46Q: 3 clusters Score -2535474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -2535488.500000 Penalty: 2018.736816
	Iteration 47Q: 3 clusters Score -2535488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -2535495.250000 Penalty: 2018.736816
	Iteration 48Q: 3 clusters Score -2535495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -2535502.750000 Penalty: 2018.736816
	Iteration 49Q: 3 clusters Score -2535503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -2535507.000000 Penalty: 2018.736816
	Iteration 50Q: 3 clusters Score -2535507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -2535509.250000 Penalty: 2018.736816
	Iteration 51Q: 3 clusters Score -2535509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -2535513.500000 Penalty: 2018.736816
	Iteration 52Q: 3 clusters Score -2535514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -2535518.500000 Penalty: 2018.736816
	Iteration 53Q: 3 clusters Score -2535518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -2535520.000000 Penalty: 2018.736816
	Iteration 54Q: 3 clusters Score -2535520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -2535523.750000 Penalty: 2018.736816
	Iteration 55Q: 3 clusters Score -2535524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -2535525.500000 Penalty: 2018.736816
	Iteration 56Q: 3 clusters Score -2535526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -2535526.750000 Penalty: 2018.736816
	Iteration 57Q: 3 clusters Score -2535527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -2535526.750000 Penalty: 2018.736816
	Iteration 58F: 3 clusters Score -2535527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -267229.750000 Penalty: 797.955872
	Iteration 0F: 2 clusters Score -267229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -263962.718750 Penalty: 1595.911743
	Iteration 0F: 3 clusters Score -263962.7 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -264996.031250 Penalty: 1595.911743
	Iteration 1F: 3 clusters Score -264996 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -265112.562500 Penalty: 1595.911743
	Iteration 2F: 3 clusters Score -265112.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -265175.593750 Penalty: 1595.911743
	Iteration 3Q: 3 clusters Score -265175.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -265216.781250 Penalty: 1595.911743
	Iteration 4Q: 3 clusters Score -265216.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -265255.656250 Penalty: 1595.911743
	Iteration 5Q: 3 clusters Score -265255.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -265286.468750 Penalty: 1595.911743
	Iteration 6Q: 3 clusters Score -265286.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -265328.875000 Penalty: 1595.911743
	Iteration 7Q: 3 clusters Score -265328.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -265383.250000 Penalty: 1595.911743
	Iteration 8Q: 3 clusters Score -265383.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -265450.187500 Penalty: 1595.911743
	Iteration 9Q: 3 clusters Score -265450.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -265528.937500 Penalty: 1595.911743
	Iteration 10Q: 3 clusters Score -265528.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -265635.500000 Penalty: 1595.911743
	Iteration 11Q: 3 clusters Score -265635.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -265756.781250 Penalty: 1595.911743
	Iteration 12Q: 3 clusters Score -265756.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -265901.375000 Penalty: 1595.911743
	Iteration 13Q: 3 clusters Score -265901.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -266048.593750 Penalty: 1595.911743
	Iteration 14Q: 3 clusters Score -266048.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -266182.843750 Penalty: 1595.911743
	Iteration 15Q: 3 clusters Score -266182.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -266298.156250 Penalty: 1595.911743
	Iteration 16Q: 3 clusters Score -266298.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -266371.531250 Penalty: 1595.911743
	Iteration 17Q: 3 clusters Score -266371.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -266420.906250 Penalty: 1595.911743
	Iteration 18Q: 3 clusters Score -266420.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -266459.312500 Penalty: 1595.911743
	Iteration 19Q: 3 clusters Score -266459.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -266497.156250 Penalty: 1595.911743
	Iteration 20F: 3 clusters Score -266497.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -266516.375000 Penalty: 1595.911743
	Iteration 21Q: 3 clusters Score -266516.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -266527.531250 Penalty: 1595.911743
	Iteration 22Q: 3 clusters Score -266527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -266531.093750 Penalty: 1595.911743
	Iteration 23Q: 3 clusters Score -266531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -266531.718750 Penalty: 1595.911743
	Iteration 24Q: 3 clusters Score -266531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -266531.718750 Penalty: 1595.911743
	Iteration 25F: 3 clusters Score -266531.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Entering Unmasked Estep 
Score: -3987602.000000 Penalty: 1064.357300
	Iteration 0F: 2 clusters Score -3987602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -3938512.500000 Penalty: 2128.714600
	Iteration 0F: 3 clusters Score -3938512 nChanged 35322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -3958743.250000 Penalty: 2128.714600
	Iteration 1F: 3 clusters Score -3958743 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -3959430.000000 Penalty: 2128.714600
	Iteration 2Q: 3 clusters Score -3959430 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3960225.750000 Penalty: 2128.714600
	Iteration 3Q: 3 clusters Score -3960226 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -3961263.000000 Penalty: 2128.714600
	Iteration 4Q: 3 clusters Score -3961263 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -3962478.750000 Penalty: 2128.714600
	Iteration 5Q: 3 clusters Score -3962479 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -3963854.500000 Penalty: 2128.714600
	Iteration 6Q: 3 clusters Score -3963854 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3965213.500000 Penalty: 2128.714600
	Iteration 7Q: 3 clusters Score -3965214 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3966662.500000 Penalty: 2128.714600
	Iteration 8Q: 3 clusters Score -3966662 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -3968384.500000 Penalty: 2128.714600
	Iteration 9Q: 3 clusters Score -3968384 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3970445.000000 Penalty: 2128.714600
	Iteration 10Q: 3 clusters Score -3970445 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3972519.500000 Penalty: 2128.714600
	Iteration 11Q: 3 clusters Score -3972520 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3974125.000000 Penalty: 2128.714600
	Iteration 12Q: 3 clusters Score -3974125 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3975048.750000 Penalty: 2128.714600
	Iteration 13Q: 3 clusters Score -3975049 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3975743.250000 Penalty: 2128.714600
	Iteration 14Q: 3 clusters Score -3975743 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3976403.000000 Penalty: 2128.714600
	Iteration 15Q: 3 clusters Score -3976403 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3977116.000000 Penalty: 2128.714600
	Iteration 16Q: 3 clusters Score -3977116 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3977897.750000 Penalty: 2128.714600
	Iteration 17Q: 3 clusters Score -3977898 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3978802.250000 Penalty: 2128.714600
	Iteration 18Q: 3 clusters Score -3978802 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3979712.500000 Penalty: 2128.714600
	Iteration 19Q: 3 clusters Score -3979712 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3980649.250000 Penalty: 2128.714600
	Iteration 20F: 3 clusters Score -3980649 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3981623.500000 Penalty: 2128.714600
	Iteration 21Q: 3 clusters Score -3981624 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3982540.250000 Penalty: 2128.714600
	Iteration 22Q: 3 clusters Score -3982540 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3983401.000000 Penalty: 2128.714600
	Iteration 23Q: 3 clusters Score -3983401 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3984203.250000 Penalty: 2128.714600
	Iteration 24Q: 3 clusters Score -3984203 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3984869.750000 Penalty: 2128.714600
	Iteration 25Q: 3 clusters Score -3984870 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3985382.000000 Penalty: 2128.714600
	Iteration 26Q: 3 clusters Score -3985382 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3985789.500000 Penalty: 2128.714600
	Iteration 27Q: 3 clusters Score -3985790 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3986091.000000 Penalty: 2128.714600
	Iteration 28Q: 3 clusters Score -3986091 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3986327.000000 Penalty: 2128.714600
	Iteration 29Q: 3 clusters Score -3986327 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3986536.000000 Penalty: 2128.714600
	Iteration 30Q: 3 clusters Score -3986536 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3986712.500000 Penalty: 2128.714600
	Iteration 31Q: 3 clusters Score -3986712 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3986866.250000 Penalty: 2128.714600
	Iteration 32Q: 3 clusters Score -3986866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3986986.500000 Penalty: 2128.714600
	Iteration 33Q: 3 clusters Score -3986986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3987043.750000 Penalty: 2128.714600
	Iteration 34Q: 3 clusters Score -3987044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3987117.000000 Penalty: 2128.714600
	Iteration 35Q: 3 clusters Score -3987117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3987158.250000 Penalty: 2128.714600
	Iteration 36Q: 3 clusters Score -3987158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3987189.250000 Penalty: 2128.714600
	Iteration 37Q: 3 clusters Score -3987189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3987206.250000 Penalty: 2128.714600
	Iteration 38Q: 3 clusters Score -3987206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3987222.500000 Penalty: 2128.714600
	Iteration 39Q: 3 clusters Score -3987222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3987224.750000 Penalty: 2128.714600
	Iteration 40F: 3 clusters Score -3987225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3987223.250000 Penalty: 2128.714600
	Iteration 41Q: 3 clusters Score -3987223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3987229.750000 Penalty: 2128.714600
	Iteration 42Q: 3 clusters Score -3987230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3987230.500000 Penalty: 2128.714600
	Iteration 43Q: 3 clusters Score -3987230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3987232.750000 Penalty: 2128.714600
	Iteration 44Q: 3 clusters Score -3987233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3987233.750000 Penalty: 2128.714600
	Iteration 45Q: 3 clusters Score -3987234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3987233.750000 Penalty: 2128.714600
	Iteration 46F: 3 clusters Score -3987234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (284310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284310 members 
Entering Unmasked Estep 
Score: -15452437.000000 Penalty: 1192.992920
	Iteration 0F: 2 clusters Score -1.545244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -15263191.000000 Penalty: 2385.985840
	Iteration 0F: 3 clusters Score -1.526319e+07 nChanged 139552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136456 members 
Mstep: Class 2 contains 147854 members 
Entering Unmasked Estep 
Score: -15347506.000000 Penalty: 2385.985840
	Iteration 1F: 3 clusters Score -1.534751e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131991 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -15349935.000000 Penalty: 2385.985840
	Iteration 2Q: 3 clusters Score -1.534994e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124650 members 
Mstep: Class 2 contains 159660 members 
Entering Unmasked Estep 
Score: -15353798.000000 Penalty: 2385.985840
	Iteration 3Q: 3 clusters Score -1.53538e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -15360352.000000 Penalty: 2385.985840
	Iteration 4F: 3 clusters Score -1.536035e+07 nChanged 19072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 187126 members 
Entering Unmasked Estep 
Score: -15371300.000000 Penalty: 2385.985840
	Iteration 5F: 3 clusters Score -1.53713e+07 nChanged 22892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 208240 members 
Entering Unmasked Estep 
Score: -15387498.000000 Penalty: 2385.985840
	Iteration 6F: 3 clusters Score -1.53875e+07 nChanged 23869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 231247 members 
Entering Unmasked Estep 
Score: -15406630.000000 Penalty: 2385.985840
	Iteration 7F: 3 clusters Score -1.540663e+07 nChanged 20592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 251567 members 
Entering Unmasked Estep 
Score: -15424138.000000 Penalty: 2385.985840
	Iteration 8F: 3 clusters Score -1.542414e+07 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 266272 members 
Entering Unmasked Estep 
Score: -15436559.000000 Penalty: 2385.985840
	Iteration 9F: 3 clusters Score -1.543656e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 275282 members 
Entering Unmasked Estep 
Score: -15444066.000000 Penalty: 2385.985840
	Iteration 10Q: 3 clusters Score -1.544407e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 280191 members 
Entering Unmasked Estep 
Score: -15448122.000000 Penalty: 2385.985840
	Iteration 11Q: 3 clusters Score -1.544812e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 282513 members 
Entering Unmasked Estep 
Score: -15450148.000000 Penalty: 2385.985840
	Iteration 12Q: 3 clusters Score -1.545015e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 283411 members 
Entering Unmasked Estep 
Score: -15450971.000000 Penalty: 2385.985840
	Iteration 13Q: 3 clusters Score -1.545097e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 283715 members 
Entering Unmasked Estep 
Score: -15451216.000000 Penalty: 2385.985840
	Iteration 14Q: 3 clusters Score -1.545122e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 283826 members 
Entering Unmasked Estep 
Score: -15451352.000000 Penalty: 2385.985840
	Iteration 15Q: 3 clusters Score -1.545135e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 283860 members 
Entering Unmasked Estep 
Score: -15451459.000000 Penalty: 2385.985840
	Iteration 16Q: 3 clusters Score -1.545146e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 283874 members 
Entering Unmasked Estep 
Score: -15451517.000000 Penalty: 2385.985840
	Iteration 17Q: 3 clusters Score -1.545152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 283874 members 
Entering Unmasked Estep 
Score: -15451545.000000 Penalty: 2385.985840
	Iteration 18Q: 3 clusters Score -1.545154e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 283871 members 
Entering Unmasked Estep 
Score: -15451575.000000 Penalty: 2385.985840
	Iteration 19Q: 3 clusters Score -1.545158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 283867 members 
Entering Unmasked Estep 
Score: -15451601.000000 Penalty: 2385.985840
	Iteration 20F: 3 clusters Score -1.54516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 283857 members 
Entering Unmasked Estep 
Score: -15451645.000000 Penalty: 2385.985840
	Iteration 21Q: 3 clusters Score -1.545164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 283855 members 
Entering Unmasked Estep 
Score: -15451673.000000 Penalty: 2385.985840
	Iteration 22Q: 3 clusters Score -1.545167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 283850 members 
Entering Unmasked Estep 
Score: -15451692.000000 Penalty: 2385.985840
	Iteration 23Q: 3 clusters Score -1.545169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 283843 members 
Entering Unmasked Estep 
Score: -15451701.000000 Penalty: 2385.985840
	Iteration 24Q: 3 clusters Score -1.54517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 283832 members 
Entering Unmasked Estep 
Score: -15451718.000000 Penalty: 2385.985840
	Iteration 25Q: 3 clusters Score -1.545172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 283816 members 
Entering Unmasked Estep 
Score: -15451730.000000 Penalty: 2385.985840
	Iteration 26Q: 3 clusters Score -1.545173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 283798 members 
Entering Unmasked Estep 
Score: -15451753.000000 Penalty: 2385.985840
	Iteration 27Q: 3 clusters Score -1.545175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 283780 members 
Entering Unmasked Estep 
Score: -15451785.000000 Penalty: 2385.985840
	Iteration 28Q: 3 clusters Score -1.545178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 283771 members 
Entering Unmasked Estep 
Score: -15451809.000000 Penalty: 2385.985840
	Iteration 29Q: 3 clusters Score -1.545181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 283761 members 
Entering Unmasked Estep 
Score: -15451807.000000 Penalty: 2385.985840
	Iteration 30Q: 3 clusters Score -1.545181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 283749 members 
Entering Unmasked Estep 
Score: -15451815.000000 Penalty: 2385.985840
	Iteration 31Q: 3 clusters Score -1.545182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 283738 members 
Entering Unmasked Estep 
Score: -15451817.000000 Penalty: 2385.985840
	Iteration 32Q: 3 clusters Score -1.545182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 283731 members 
Entering Unmasked Estep 
Score: -15451835.000000 Penalty: 2385.985840
	Iteration 33Q: 3 clusters Score -1.545184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 283720 members 
Entering Unmasked Estep 
Score: -15451837.000000 Penalty: 2385.985840
	Iteration 34Q: 3 clusters Score -1.545184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 283710 members 
Entering Unmasked Estep 
Score: -15451834.000000 Penalty: 2385.985840
	Iteration 35Q: 3 clusters Score -1.545183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 283698 members 
Entering Unmasked Estep 
Score: -15451838.000000 Penalty: 2385.985840
	Iteration 36Q: 3 clusters Score -1.545184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 283690 members 
Entering Unmasked Estep 
Score: -15451857.000000 Penalty: 2385.985840
	Iteration 37Q: 3 clusters Score -1.545186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 283678 members 
Entering Unmasked Estep 
Score: -15451845.000000 Penalty: 2385.985840
	Iteration 38Q: 3 clusters Score -1.545184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 283670 members 
Entering Unmasked Estep 
Score: -15451840.000000 Penalty: 2385.985840
	Iteration 39Q: 3 clusters Score -1.545184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 283663 members 
Entering Unmasked Estep 
Score: -15451850.000000 Penalty: 2385.985840
	Iteration 40F: 3 clusters Score -1.545185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 283658 members 
Entering Unmasked Estep 
Score: -15451848.000000 Penalty: 2385.985840
	Iteration 41Q: 3 clusters Score -1.545185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 283654 members 
Entering Unmasked Estep 
Score: -15451861.000000 Penalty: 2385.985840
	Iteration 42Q: 3 clusters Score -1.545186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 283652 members 
Entering Unmasked Estep 
Score: -15451866.000000 Penalty: 2385.985840
	Iteration 43Q: 3 clusters Score -1.545187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 283648 members 
Entering Unmasked Estep 
Score: -15451866.000000 Penalty: 2385.985840
	Iteration 44Q: 3 clusters Score -1.545187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 283644 members 
Entering Unmasked Estep 
Score: -15451864.000000 Penalty: 2385.985840
	Iteration 45Q: 3 clusters Score -1.545186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 283639 members 
Entering Unmasked Estep 
Score: -15451868.000000 Penalty: 2385.985840
	Iteration 46Q: 3 clusters Score -1.545187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 283634 members 
Entering Unmasked Estep 
Score: -15451858.000000 Penalty: 2385.985840
	Iteration 47Q: 3 clusters Score -1.545186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 283632 members 
Entering Unmasked Estep 
Score: -15451862.000000 Penalty: 2385.985840
	Iteration 48Q: 3 clusters Score -1.545186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 283627 members 
Entering Unmasked Estep 
Score: -15451870.000000 Penalty: 2385.985840
	Iteration 49Q: 3 clusters Score -1.545187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 283628 members 
Entering Unmasked Estep 
Score: -15451875.000000 Penalty: 2385.985840
	Iteration 50Q: 3 clusters Score -1.545188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 283628 members 
Entering Unmasked Estep 
Score: -15451871.000000 Penalty: 2385.985840
	Iteration 51Q: 3 clusters Score -1.545187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 283628 members 
Entering Unmasked Estep 
Score: -15451870.000000 Penalty: 2385.985840
	Iteration 52Q: 3 clusters Score -1.545187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 283627 members 
Entering Unmasked Estep 
Score: -15451872.000000 Penalty: 2385.985840
	Iteration 53Q: 3 clusters Score -1.545187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 283626 members 
Entering Unmasked Estep 
Score: -15451874.000000 Penalty: 2385.985840
	Iteration 54Q: 3 clusters Score -1.545187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 283625 members 
Entering Unmasked Estep 
Score: -15451877.000000 Penalty: 2385.985840
	Iteration 55Q: 3 clusters Score -1.545188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 283624 members 
Entering Unmasked Estep 
Score: -15451875.000000 Penalty: 2385.985840
	Iteration 56Q: 3 clusters Score -1.545188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 283623 members 
Entering Unmasked Estep 
Score: -15451869.000000 Penalty: 2385.985840
	Iteration 57Q: 3 clusters Score -1.545187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 283622 members 
Entering Unmasked Estep 
Score: -15451868.000000 Penalty: 2385.985840
	Iteration 58Q: 3 clusters Score -1.545187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 283617 members 
Entering Unmasked Estep 
Score: -15451873.000000 Penalty: 2385.985840
	Iteration 59Q: 3 clusters Score -1.545187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 283616 members 
Entering Unmasked Estep 
Score: -15451876.000000 Penalty: 2385.985840
	Iteration 60F: 3 clusters Score -1.545188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 283616 members 
Entering Unmasked Estep 
Score: -15451882.000000 Penalty: 2385.985840
	Iteration 61Q: 3 clusters Score -1.545188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 283614 members 
Entering Unmasked Estep 
Score: -15451870.000000 Penalty: 2385.985840
	Iteration 62Q: 3 clusters Score -1.545187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 283611 members 
Entering Unmasked Estep 
Score: -15451882.000000 Penalty: 2385.985840
	Iteration 63Q: 3 clusters Score -1.545188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 283610 members 
Entering Unmasked Estep 
Score: -15451887.000000 Penalty: 2385.985840
	Iteration 64Q: 3 clusters Score -1.545189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 283607 members 
Entering Unmasked Estep 
Score: -15451899.000000 Penalty: 2385.985840
	Iteration 65Q: 3 clusters Score -1.54519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 283601 members 
Entering Unmasked Estep 
Score: -15451906.000000 Penalty: 2385.985840
	Iteration 66Q: 3 clusters Score -1.545191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 283595 members 
Entering Unmasked Estep 
Score: -15451918.000000 Penalty: 2385.985840
	Iteration 67Q: 3 clusters Score -1.545192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 283589 members 
Entering Unmasked Estep 
Score: -15451904.000000 Penalty: 2385.985840
	Iteration 68Q: 3 clusters Score -1.54519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 283582 members 
Entering Unmasked Estep 
Score: -15451901.000000 Penalty: 2385.985840
	Iteration 69Q: 3 clusters Score -1.54519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 283576 members 
Entering Unmasked Estep 
Score: -15451906.000000 Penalty: 2385.985840
	Iteration 70Q: 3 clusters Score -1.545191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 283569 members 
Entering Unmasked Estep 
Score: -15451907.000000 Penalty: 2385.985840
	Iteration 71Q: 3 clusters Score -1.545191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 283564 members 
Entering Unmasked Estep 
Score: -15451902.000000 Penalty: 2385.985840
	Iteration 72Q: 3 clusters Score -1.54519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 283562 members 
Entering Unmasked Estep 
Score: -15451908.000000 Penalty: 2385.985840
	Iteration 73Q: 3 clusters Score -1.545191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 283562 members 
Entering Unmasked Estep 
Score: -15451908.000000 Penalty: 2385.985840
	Iteration 74Q: 3 clusters Score -1.545191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 283556 members 
Entering Unmasked Estep 
Score: -15451900.000000 Penalty: 2385.985840
	Iteration 75Q: 3 clusters Score -1.54519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 283555 members 
Entering Unmasked Estep 
Score: -15451910.000000 Penalty: 2385.985840
	Iteration 76Q: 3 clusters Score -1.545191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 283553 members 
Entering Unmasked Estep 
Score: -15451908.000000 Penalty: 2385.985840
	Iteration 77Q: 3 clusters Score -1.545191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 283552 members 
Entering Unmasked Estep 
Score: -15451910.000000 Penalty: 2385.985840
	Iteration 78Q: 3 clusters Score -1.545191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 283552 members 
Entering Unmasked Estep 
Score: -15451910.000000 Penalty: 2385.985840
	Iteration 79F: 3 clusters Score -1.545191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -185318.500000 Penalty: 763.627930
	Iteration 0F: 2 clusters Score -185318.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -182923.140625 Penalty: 1527.255859
	Iteration 0F: 3 clusters Score -182923.1 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -183594.031250 Penalty: 1527.255859
	Iteration 1F: 3 clusters Score -183594 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -183683.031250 Penalty: 1527.255859
	Iteration 2F: 3 clusters Score -183683 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -183750.421875 Penalty: 1527.255859
	Iteration 3Q: 3 clusters Score -183750.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -183807.890625 Penalty: 1527.255859
	Iteration 4Q: 3 clusters Score -183807.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -183866.875000 Penalty: 1527.255859
	Iteration 5Q: 3 clusters Score -183866.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -183927.750000 Penalty: 1527.255859
	Iteration 6Q: 3 clusters Score -183927.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -184005.109375 Penalty: 1527.255859
	Iteration 7Q: 3 clusters Score -184005.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -184109.109375 Penalty: 1527.255859
	Iteration 8Q: 3 clusters Score -184109.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -184226.656250 Penalty: 1527.255859
	Iteration 9F: 3 clusters Score -184226.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -184339.218750 Penalty: 1527.255859
	Iteration 10Q: 3 clusters Score -184339.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -184456.859375 Penalty: 1527.255859
	Iteration 11Q: 3 clusters Score -184456.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -184532.125000 Penalty: 1527.255859
	Iteration 12Q: 3 clusters Score -184532.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -184577.890625 Penalty: 1527.255859
	Iteration 13Q: 3 clusters Score -184577.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -184600.828125 Penalty: 1527.255859
	Iteration 14Q: 3 clusters Score -184600.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -184613.015625 Penalty: 1527.255859
	Iteration 15Q: 3 clusters Score -184613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -184622.281250 Penalty: 1527.255859
	Iteration 16Q: 3 clusters Score -184622.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -184630.671875 Penalty: 1527.255859
	Iteration 17Q: 3 clusters Score -184630.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -184641.968750 Penalty: 1527.255859
	Iteration 18Q: 3 clusters Score -184642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -184647.515625 Penalty: 1527.255859
	Iteration 19Q: 3 clusters Score -184647.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -184650.015625 Penalty: 1527.255859
	Iteration 20F: 3 clusters Score -184650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -184652.968750 Penalty: 1527.255859
	Iteration 21Q: 3 clusters Score -184653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -184655.046875 Penalty: 1527.255859
	Iteration 22Q: 3 clusters Score -184655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -184656.468750 Penalty: 1527.255859
	Iteration 23Q: 3 clusters Score -184656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -184657.578125 Penalty: 1527.255859
	Iteration 24Q: 3 clusters Score -184657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -184658.187500 Penalty: 1527.255859
	Iteration 25Q: 3 clusters Score -184658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -184658.921875 Penalty: 1527.255859
	Iteration 26Q: 3 clusters Score -184658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -184658.921875 Penalty: 1527.255859
	Iteration 27F: 3 clusters Score -184658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137452 members 
Entering Unmasked Estep 
Score: -7483204.500000 Penalty: 1123.947876
	Iteration 0F: 2 clusters Score -7483204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -7390573.500000 Penalty: 2247.895752
	Iteration 0F: 3 clusters Score -7390574 nChanged 66732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -7432802.000000 Penalty: 2247.895752
	Iteration 1F: 3 clusters Score -7432802 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -7436295.000000 Penalty: 2247.895752
	Iteration 2F: 3 clusters Score -7436295 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 91514 members 
Entering Unmasked Estep 
Score: -7442146.500000 Penalty: 2247.895752
	Iteration 3F: 3 clusters Score -7442146 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -7450592.000000 Penalty: 2247.895752
	Iteration 4F: 3 clusters Score -7450592 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 112854 members 
Entering Unmasked Estep 
Score: -7460533.000000 Penalty: 2247.895752
	Iteration 5F: 3 clusters Score -7460533 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 122611 members 
Entering Unmasked Estep 
Score: -7469990.000000 Penalty: 2247.895752
	Iteration 6F: 3 clusters Score -7469990 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -7476386.000000 Penalty: 2247.895752
	Iteration 7Q: 3 clusters Score -7476386 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 132838 members 
Entering Unmasked Estep 
Score: -7479767.500000 Penalty: 2247.895752
	Iteration 8Q: 3 clusters Score -7479768 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 134519 members 
Entering Unmasked Estep 
Score: -7481468.500000 Penalty: 2247.895752
	Iteration 9Q: 3 clusters Score -7481468 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -7482102.000000 Penalty: 2247.895752
	Iteration 10Q: 3 clusters Score -7482102 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 135567 members 
Entering Unmasked Estep 
Score: -7482311.500000 Penalty: 2247.895752
	Iteration 11Q: 3 clusters Score -7482312 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 135817 members 
Entering Unmasked Estep 
Score: -7482446.000000 Penalty: 2247.895752
	Iteration 12Q: 3 clusters Score -7482446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 135969 members 
Entering Unmasked Estep 
Score: -7482503.000000 Penalty: 2247.895752
	Iteration 13Q: 3 clusters Score -7482503 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 136081 members 
Entering Unmasked Estep 
Score: -7482532.000000 Penalty: 2247.895752
	Iteration 14Q: 3 clusters Score -7482532 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 136190 members 
Entering Unmasked Estep 
Score: -7482569.000000 Penalty: 2247.895752
	Iteration 15Q: 3 clusters Score -7482569 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 136267 members 
Entering Unmasked Estep 
Score: -7482592.000000 Penalty: 2247.895752
	Iteration 16Q: 3 clusters Score -7482592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 136322 members 
Entering Unmasked Estep 
Score: -7482610.000000 Penalty: 2247.895752
	Iteration 17Q: 3 clusters Score -7482610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 136360 members 
Entering Unmasked Estep 
Score: -7482612.000000 Penalty: 2247.895752
	Iteration 18Q: 3 clusters Score -7482612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 136399 members 
Entering Unmasked Estep 
Score: -7482634.500000 Penalty: 2247.895752
	Iteration 19Q: 3 clusters Score -7482634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -7482640.500000 Penalty: 2247.895752
	Iteration 20F: 3 clusters Score -7482640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 136466 members 
Entering Unmasked Estep 
Score: -7482652.500000 Penalty: 2247.895752
	Iteration 21Q: 3 clusters Score -7482652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 136483 members 
Entering Unmasked Estep 
Score: -7482669.500000 Penalty: 2247.895752
	Iteration 22Q: 3 clusters Score -7482670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -7482676.500000 Penalty: 2247.895752
	Iteration 23Q: 3 clusters Score -7482676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 136510 members 
Entering Unmasked Estep 
Score: -7482682.500000 Penalty: 2247.895752
	Iteration 24Q: 3 clusters Score -7482682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 136521 members 
Entering Unmasked Estep 
Score: -7482690.000000 Penalty: 2247.895752
	Iteration 25Q: 3 clusters Score -7482690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 136525 members 
Entering Unmasked Estep 
Score: -7482682.500000 Penalty: 2247.895752
	Iteration 26Q: 3 clusters Score -7482682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -7482682.000000 Penalty: 2247.895752
	Iteration 27Q: 3 clusters Score -7482682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -7482687.500000 Penalty: 2247.895752
	Iteration 28Q: 3 clusters Score -7482688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -7482681.500000 Penalty: 2247.895752
	Iteration 29Q: 3 clusters Score -7482682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 136544 members 
Entering Unmasked Estep 
Score: -7482686.500000 Penalty: 2247.895752
	Iteration 30Q: 3 clusters Score -7482686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 136544 members 
Entering Unmasked Estep 
Score: -7482686.000000 Penalty: 2247.895752
	Iteration 31Q: 3 clusters Score -7482686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 136545 members 
Entering Unmasked Estep 
Score: -7482684.000000 Penalty: 2247.895752
	Iteration 32Q: 3 clusters Score -7482684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 136545 members 
Entering Unmasked Estep 
Score: -7482684.000000 Penalty: 2247.895752
	Iteration 33F: 3 clusters Score -7482684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Entering Unmasked Estep 
Score: -318893.218750 Penalty: 826.136658
	Iteration 0F: 2 clusters Score -318893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -314647.468750 Penalty: 1652.273315
	Iteration 0F: 3 clusters Score -314647.5 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -316141.812500 Penalty: 1652.273315
	Iteration 1F: 3 clusters Score -316141.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -316519.312500 Penalty: 1652.273315
	Iteration 2F: 3 clusters Score -316519.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -317000.812500 Penalty: 1652.273315
	Iteration 3F: 3 clusters Score -317000.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -317483.406250 Penalty: 1652.273315
	Iteration 4F: 3 clusters Score -317483.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -317812.750000 Penalty: 1652.273315
	Iteration 5F: 3 clusters Score -317812.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -318012.750000 Penalty: 1652.273315
	Iteration 6Q: 3 clusters Score -318012.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -318110.437500 Penalty: 1652.273315
	Iteration 7Q: 3 clusters Score -318110.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -318177.312500 Penalty: 1652.273315
	Iteration 8Q: 3 clusters Score -318177.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -318215.187500 Penalty: 1652.273315
	Iteration 9Q: 3 clusters Score -318215.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -318237.125000 Penalty: 1652.273315
	Iteration 10Q: 3 clusters Score -318237.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -318252.562500 Penalty: 1652.273315
	Iteration 11Q: 3 clusters Score -318252.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -318258.375000 Penalty: 1652.273315
	Iteration 12Q: 3 clusters Score -318258.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -318260.687500 Penalty: 1652.273315
	Iteration 13Q: 3 clusters Score -318260.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -318264.812500 Penalty: 1652.273315
	Iteration 14Q: 3 clusters Score -318264.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -318268.562500 Penalty: 1652.273315
	Iteration 15Q: 3 clusters Score -318268.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -318270.656250 Penalty: 1652.273315
	Iteration 16Q: 3 clusters Score -318270.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -318272.875000 Penalty: 1652.273315
	Iteration 17Q: 3 clusters Score -318272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -318272.812500 Penalty: 1652.273315
	Iteration 18Q: 3 clusters Score -318272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -318274.093750 Penalty: 1652.273315
	Iteration 19Q: 3 clusters Score -318274.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -318275.343750 Penalty: 1652.273315
	Iteration 20F: 3 clusters Score -318275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -318276.656250 Penalty: 1652.273315
	Iteration 21Q: 3 clusters Score -318276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -318277.250000 Penalty: 1652.273315
	Iteration 22Q: 3 clusters Score -318277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -318277.437500 Penalty: 1652.273315
	Iteration 23Q: 3 clusters Score -318277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -318276.593750 Penalty: 1652.273315
	Iteration 24Q: 3 clusters Score -318276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -318277.250000 Penalty: 1652.273315
	Iteration 25Q: 3 clusters Score -318277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -318277.906250 Penalty: 1652.273315
	Iteration 26Q: 3 clusters Score -318277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -318278.437500 Penalty: 1652.273315
	Iteration 27Q: 3 clusters Score -318278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -318278.000000 Penalty: 1652.273315
	Iteration 28Q: 3 clusters Score -318278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -318278.000000 Penalty: 1652.273315
	Iteration 29Q: 3 clusters Score -318278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -318278.000000 Penalty: 1652.273315
	Iteration 30F: 3 clusters Score -318278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -317578.468750 Penalty: 831.615295
	Iteration 0F: 2 clusters Score -317578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -313180.156250 Penalty: 1663.230591
	Iteration 0F: 3 clusters Score -313180.2 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -314728.843750 Penalty: 1663.230591
	Iteration 1F: 3 clusters Score -314728.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -314967.687500 Penalty: 1663.230591
	Iteration 2F: 3 clusters Score -314967.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -315213.625000 Penalty: 1663.230591
	Iteration 3F: 3 clusters Score -315213.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -315441.500000 Penalty: 1663.230591
	Iteration 4F: 3 clusters Score -315441.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -315672.312500 Penalty: 1663.230591
	Iteration 5F: 3 clusters Score -315672.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -315906.281250 Penalty: 1663.230591
	Iteration 6Q: 3 clusters Score -315906.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -316145.375000 Penalty: 1663.230591
	Iteration 7Q: 3 clusters Score -316145.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -316334.687500 Penalty: 1663.230591
	Iteration 8Q: 3 clusters Score -316334.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -316470.343750 Penalty: 1663.230591
	Iteration 9Q: 3 clusters Score -316470.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -316601.125000 Penalty: 1663.230591
	Iteration 10Q: 3 clusters Score -316601.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -316702.281250 Penalty: 1663.230591
	Iteration 11Q: 3 clusters Score -316702.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -316769.500000 Penalty: 1663.230591
	Iteration 12Q: 3 clusters Score -316769.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -316844.062500 Penalty: 1663.230591
	Iteration 13Q: 3 clusters Score -316844.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -316905.812500 Penalty: 1663.230591
	Iteration 14Q: 3 clusters Score -316905.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -316929.218750 Penalty: 1663.230591
	Iteration 15Q: 3 clusters Score -316929.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -316945.375000 Penalty: 1663.230591
	Iteration 16Q: 3 clusters Score -316945.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -316955.031250 Penalty: 1663.230591
	Iteration 17Q: 3 clusters Score -316955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -316963.375000 Penalty: 1663.230591
	Iteration 18Q: 3 clusters Score -316963.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -316969.031250 Penalty: 1663.230591
	Iteration 19Q: 3 clusters Score -316969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -316972.125000 Penalty: 1663.230591
	Iteration 20F: 3 clusters Score -316972.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -316975.843750 Penalty: 1663.230591
	Iteration 21Q: 3 clusters Score -316975.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -316978.531250 Penalty: 1663.230591
	Iteration 22Q: 3 clusters Score -316978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -316979.781250 Penalty: 1663.230591
	Iteration 23Q: 3 clusters Score -316979.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -316980.437500 Penalty: 1663.230591
	Iteration 24Q: 3 clusters Score -316980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -316982.250000 Penalty: 1663.230591
	Iteration 25Q: 3 clusters Score -316982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -316983.187500 Penalty: 1663.230591
	Iteration 26Q: 3 clusters Score -316983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -316983.156250 Penalty: 1663.230591
	Iteration 27Q: 3 clusters Score -316983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -316983.156250 Penalty: 1663.230591
	Iteration 28F: 3 clusters Score -316983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Entering Unmasked Estep 
Score: -775690.187500 Penalty: 907.393982
	Iteration 0F: 2 clusters Score -775690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -766264.625000 Penalty: 1814.787964
	Iteration 0F: 3 clusters Score -766264.6 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -769735.437500 Penalty: 1814.787964
	Iteration 1F: 3 clusters Score -769735.4 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -769998.937500 Penalty: 1814.787964
	Iteration 2F: 3 clusters Score -769998.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -770290.375000 Penalty: 1814.787964
	Iteration 3Q: 3 clusters Score -770290.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -770648.312500 Penalty: 1814.787964
	Iteration 4F: 3 clusters Score -770648.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -771076.062500 Penalty: 1814.787964
	Iteration 5F: 3 clusters Score -771076.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -771597.937500 Penalty: 1814.787964
	Iteration 6F: 3 clusters Score -771597.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -772251.437500 Penalty: 1814.787964
	Iteration 7F: 3 clusters Score -772251.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -772903.937500 Penalty: 1814.787964
	Iteration 8F: 3 clusters Score -772903.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -773543.812500 Penalty: 1814.787964
	Iteration 9Q: 3 clusters Score -773543.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -773971.750000 Penalty: 1814.787964
	Iteration 10Q: 3 clusters Score -773971.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -774199.562500 Penalty: 1814.787964
	Iteration 11Q: 3 clusters Score -774199.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -774333.750000 Penalty: 1814.787964
	Iteration 12Q: 3 clusters Score -774333.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -774416.062500 Penalty: 1814.787964
	Iteration 13Q: 3 clusters Score -774416.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -774485.500000 Penalty: 1814.787964
	Iteration 14Q: 3 clusters Score -774485.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -774535.312500 Penalty: 1814.787964
	Iteration 15Q: 3 clusters Score -774535.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -774567.625000 Penalty: 1814.787964
	Iteration 16Q: 3 clusters Score -774567.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -774589.375000 Penalty: 1814.787964
	Iteration 17Q: 3 clusters Score -774589.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -774617.062500 Penalty: 1814.787964
	Iteration 18Q: 3 clusters Score -774617.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -774644.500000 Penalty: 1814.787964
	Iteration 19Q: 3 clusters Score -774644.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -774661.125000 Penalty: 1814.787964
	Iteration 20F: 3 clusters Score -774661.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -774689.000000 Penalty: 1814.787964
	Iteration 21Q: 3 clusters Score -774689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -774708.562500 Penalty: 1814.787964
	Iteration 22Q: 3 clusters Score -774708.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -774727.125000 Penalty: 1814.787964
	Iteration 23Q: 3 clusters Score -774727.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -774740.625000 Penalty: 1814.787964
	Iteration 24Q: 3 clusters Score -774740.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -774753.687500 Penalty: 1814.787964
	Iteration 25Q: 3 clusters Score -774753.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -774765.000000 Penalty: 1814.787964
	Iteration 26Q: 3 clusters Score -774765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -774777.812500 Penalty: 1814.787964
	Iteration 27Q: 3 clusters Score -774777.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -774792.250000 Penalty: 1814.787964
	Iteration 28Q: 3 clusters Score -774792.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -774801.250000 Penalty: 1814.787964
	Iteration 29Q: 3 clusters Score -774801.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -774812.750000 Penalty: 1814.787964
	Iteration 30Q: 3 clusters Score -774812.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -774827.437500 Penalty: 1814.787964
	Iteration 31Q: 3 clusters Score -774827.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -774838.625000 Penalty: 1814.787964
	Iteration 32Q: 3 clusters Score -774838.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -774848.625000 Penalty: 1814.787964
	Iteration 33Q: 3 clusters Score -774848.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -774859.687500 Penalty: 1814.787964
	Iteration 34Q: 3 clusters Score -774859.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -774867.250000 Penalty: 1814.787964
	Iteration 35Q: 3 clusters Score -774867.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -774873.500000 Penalty: 1814.787964
	Iteration 36Q: 3 clusters Score -774873.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -774881.375000 Penalty: 1814.787964
	Iteration 37Q: 3 clusters Score -774881.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -774888.187500 Penalty: 1814.787964
	Iteration 38Q: 3 clusters Score -774888.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -774890.625000 Penalty: 1814.787964
	Iteration 39Q: 3 clusters Score -774890.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -774892.937500 Penalty: 1814.787964
	Iteration 40F: 3 clusters Score -774892.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -774894.625000 Penalty: 1814.787964
	Iteration 41Q: 3 clusters Score -774894.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -774901.000000 Penalty: 1814.787964
	Iteration 42Q: 3 clusters Score -774901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -774905.500000 Penalty: 1814.787964
	Iteration 43Q: 3 clusters Score -774905.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -774911.625000 Penalty: 1814.787964
	Iteration 44Q: 3 clusters Score -774911.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -774917.125000 Penalty: 1814.787964
	Iteration 45Q: 3 clusters Score -774917.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -774921.937500 Penalty: 1814.787964
	Iteration 46Q: 3 clusters Score -774921.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -774925.375000 Penalty: 1814.787964
	Iteration 47Q: 3 clusters Score -774925.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -774928.562500 Penalty: 1814.787964
	Iteration 48Q: 3 clusters Score -774928.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -774933.812500 Penalty: 1814.787964
	Iteration 49Q: 3 clusters Score -774933.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -774938.437500 Penalty: 1814.787964
	Iteration 50Q: 3 clusters Score -774938.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -774944.312500 Penalty: 1814.787964
	Iteration 51Q: 3 clusters Score -774944.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -774948.687500 Penalty: 1814.787964
	Iteration 52Q: 3 clusters Score -774948.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -774954.625000 Penalty: 1814.787964
	Iteration 53Q: 3 clusters Score -774954.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -774960.000000 Penalty: 1814.787964
	Iteration 54Q: 3 clusters Score -774960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -774966.562500 Penalty: 1814.787964
	Iteration 55Q: 3 clusters Score -774966.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -774972.625000 Penalty: 1814.787964
	Iteration 56Q: 3 clusters Score -774972.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -774975.375000 Penalty: 1814.787964
	Iteration 57Q: 3 clusters Score -774975.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -774980.625000 Penalty: 1814.787964
	Iteration 58Q: 3 clusters Score -774980.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -774988.500000 Penalty: 1814.787964
	Iteration 59Q: 3 clusters Score -774988.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -774992.437500 Penalty: 1814.787964
	Iteration 60F: 3 clusters Score -774992.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -774999.687500 Penalty: 1814.787964
	Iteration 61Q: 3 clusters Score -774999.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -775001.875000 Penalty: 1814.787964
	Iteration 62Q: 3 clusters Score -775001.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -775004.250000 Penalty: 1814.787964
	Iteration 63Q: 3 clusters Score -775004.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -775008.312500 Penalty: 1814.787964
	Iteration 64Q: 3 clusters Score -775008.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -775019.125000 Penalty: 1814.787964
	Iteration 65Q: 3 clusters Score -775019.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -775029.312500 Penalty: 1814.787964
	Iteration 66Q: 3 clusters Score -775029.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -775035.625000 Penalty: 1814.787964
	Iteration 67Q: 3 clusters Score -775035.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -775044.812500 Penalty: 1814.787964
	Iteration 68Q: 3 clusters Score -775044.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -775053.750000 Penalty: 1814.787964
	Iteration 69Q: 3 clusters Score -775053.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -775063.125000 Penalty: 1814.787964
	Iteration 70Q: 3 clusters Score -775063.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -775074.375000 Penalty: 1814.787964
	Iteration 71Q: 3 clusters Score -775074.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -775083.312500 Penalty: 1814.787964
	Iteration 72Q: 3 clusters Score -775083.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -775096.125000 Penalty: 1814.787964
	Iteration 73Q: 3 clusters Score -775096.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -775109.687500 Penalty: 1814.787964
	Iteration 74Q: 3 clusters Score -775109.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -775116.875000 Penalty: 1814.787964
	Iteration 75Q: 3 clusters Score -775116.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -775128.125000 Penalty: 1814.787964
	Iteration 76Q: 3 clusters Score -775128.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -775143.500000 Penalty: 1814.787964
	Iteration 77Q: 3 clusters Score -775143.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -775157.875000 Penalty: 1814.787964
	Iteration 78Q: 3 clusters Score -775157.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -775170.062500 Penalty: 1814.787964
	Iteration 79Q: 3 clusters Score -775170.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -775185.187500 Penalty: 1814.787964
	Iteration 80F: 3 clusters Score -775185.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -775201.437500 Penalty: 1814.787964
	Iteration 81Q: 3 clusters Score -775201.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -775216.375000 Penalty: 1814.787964
	Iteration 82Q: 3 clusters Score -775216.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -775225.937500 Penalty: 1814.787964
	Iteration 83Q: 3 clusters Score -775225.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -775239.250000 Penalty: 1814.787964
	Iteration 84Q: 3 clusters Score -775239.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -775247.562500 Penalty: 1814.787964
	Iteration 85Q: 3 clusters Score -775247.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -775253.562500 Penalty: 1814.787964
	Iteration 86Q: 3 clusters Score -775253.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -775261.500000 Penalty: 1814.787964
	Iteration 87Q: 3 clusters Score -775261.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -775269.125000 Penalty: 1814.787964
	Iteration 88Q: 3 clusters Score -775269.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -775277.937500 Penalty: 1814.787964
	Iteration 89Q: 3 clusters Score -775277.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -775281.375000 Penalty: 1814.787964
	Iteration 90Q: 3 clusters Score -775281.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -775292.687500 Penalty: 1814.787964
	Iteration 91Q: 3 clusters Score -775292.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -775297.437500 Penalty: 1814.787964
	Iteration 92Q: 3 clusters Score -775297.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -775303.312500 Penalty: 1814.787964
	Iteration 93Q: 3 clusters Score -775303.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -775309.375000 Penalty: 1814.787964
	Iteration 94Q: 3 clusters Score -775309.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -775316.125000 Penalty: 1814.787964
	Iteration 95Q: 3 clusters Score -775316.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -775319.562500 Penalty: 1814.787964
	Iteration 96Q: 3 clusters Score -775319.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -775321.437500 Penalty: 1814.787964
	Iteration 97Q: 3 clusters Score -775321.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -775326.437500 Penalty: 1814.787964
	Iteration 98Q: 3 clusters Score -775326.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -775332.625000 Penalty: 1814.787964
	Iteration 99Q: 3 clusters Score -775332.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -775335.437500 Penalty: 1814.787964
	Iteration 100F: 3 clusters Score -775335.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -775340.375000 Penalty: 1814.787964
	Iteration 101Q: 3 clusters Score -775340.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -775346.187500 Penalty: 1814.787964
	Iteration 102Q: 3 clusters Score -775346.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -775352.812500 Penalty: 1814.787964
	Iteration 103Q: 3 clusters Score -775352.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -775362.562500 Penalty: 1814.787964
	Iteration 104Q: 3 clusters Score -775362.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -775369.437500 Penalty: 1814.787964
	Iteration 105Q: 3 clusters Score -775369.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -775378.187500 Penalty: 1814.787964
	Iteration 106Q: 3 clusters Score -775378.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -775382.625000 Penalty: 1814.787964
	Iteration 107Q: 3 clusters Score -775382.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -775390.562500 Penalty: 1814.787964
	Iteration 108Q: 3 clusters Score -775390.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -775396.250000 Penalty: 1814.787964
	Iteration 109Q: 3 clusters Score -775396.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -775402.437500 Penalty: 1814.787964
	Iteration 110Q: 3 clusters Score -775402.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -775410.000000 Penalty: 1814.787964
	Iteration 111Q: 3 clusters Score -775410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -775418.687500 Penalty: 1814.787964
	Iteration 112Q: 3 clusters Score -775418.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -775423.875000 Penalty: 1814.787964
	Iteration 113Q: 3 clusters Score -775423.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -775431.250000 Penalty: 1814.787964
	Iteration 114Q: 3 clusters Score -775431.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -775438.187500 Penalty: 1814.787964
	Iteration 115Q: 3 clusters Score -775438.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -775441.312500 Penalty: 1814.787964
	Iteration 116Q: 3 clusters Score -775441.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -775447.187500 Penalty: 1814.787964
	Iteration 117Q: 3 clusters Score -775447.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -775450.187500 Penalty: 1814.787964
	Iteration 118Q: 3 clusters Score -775450.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -775453.125000 Penalty: 1814.787964
	Iteration 119Q: 3 clusters Score -775453.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -775458.562500 Penalty: 1814.787964
	Iteration 120F: 3 clusters Score -775458.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -775463.312500 Penalty: 1814.787964
	Iteration 121Q: 3 clusters Score -775463.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -775466.000000 Penalty: 1814.787964
	Iteration 122Q: 3 clusters Score -775466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -775472.562500 Penalty: 1814.787964
	Iteration 123Q: 3 clusters Score -775472.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -775477.000000 Penalty: 1814.787964
	Iteration 124Q: 3 clusters Score -775477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -775484.375000 Penalty: 1814.787964
	Iteration 125Q: 3 clusters Score -775484.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -775481.875000 Penalty: 1814.787964
	Iteration 126Q: 3 clusters Score -775481.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -775488.875000 Penalty: 1814.787964
	Iteration 127Q: 3 clusters Score -775488.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -775494.500000 Penalty: 1814.787964
	Iteration 128Q: 3 clusters Score -775494.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -775496.812500 Penalty: 1814.787964
	Iteration 129Q: 3 clusters Score -775496.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -775502.125000 Penalty: 1814.787964
	Iteration 130Q: 3 clusters Score -775502.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -775503.500000 Penalty: 1814.787964
	Iteration 131Q: 3 clusters Score -775503.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -775504.875000 Penalty: 1814.787964
	Iteration 132Q: 3 clusters Score -775504.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -775510.062500 Penalty: 1814.787964
	Iteration 133Q: 3 clusters Score -775510.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -775511.687500 Penalty: 1814.787964
	Iteration 134Q: 3 clusters Score -775511.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -775513.062500 Penalty: 1814.787964
	Iteration 135Q: 3 clusters Score -775513.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -775512.937500 Penalty: 1814.787964
	Iteration 136Q: 3 clusters Score -775512.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -775516.562500 Penalty: 1814.787964
	Iteration 137Q: 3 clusters Score -775516.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -775521.000000 Penalty: 1814.787964
	Iteration 138Q: 3 clusters Score -775521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -775521.875000 Penalty: 1814.787964
	Iteration 139Q: 3 clusters Score -775521.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -775520.750000 Penalty: 1814.787964
	Iteration 140F: 3 clusters Score -775520.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -775526.062500 Penalty: 1814.787964
	Iteration 141Q: 3 clusters Score -775526.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -775526.000000 Penalty: 1814.787964
	Iteration 142Q: 3 clusters Score -775526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -775525.062500 Penalty: 1814.787964
	Iteration 143Q: 3 clusters Score -775525.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -775528.750000 Penalty: 1814.787964
	Iteration 144Q: 3 clusters Score -775528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -775529.875000 Penalty: 1814.787964
	Iteration 145Q: 3 clusters Score -775529.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -775530.812500 Penalty: 1814.787964
	Iteration 146Q: 3 clusters Score -775530.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -775532.437500 Penalty: 1814.787964
	Iteration 147Q: 3 clusters Score -775532.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -775531.375000 Penalty: 1814.787964
	Iteration 148Q: 3 clusters Score -775531.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -775532.562500 Penalty: 1814.787964
	Iteration 149Q: 3 clusters Score -775532.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -775533.187500 Penalty: 1814.787964
	Iteration 150Q: 3 clusters Score -775533.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -775532.250000 Penalty: 1814.787964
	Iteration 151Q: 3 clusters Score -775532.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -775535.562500 Penalty: 1814.787964
	Iteration 152Q: 3 clusters Score -775535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -775533.750000 Penalty: 1814.787964
	Iteration 153Q: 3 clusters Score -775533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -775535.312500 Penalty: 1814.787964
	Iteration 154Q: 3 clusters Score -775535.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -775534.187500 Penalty: 1814.787964
	Iteration 155Q: 3 clusters Score -775534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -775535.000000 Penalty: 1814.787964
	Iteration 156Q: 3 clusters Score -775535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -775538.750000 Penalty: 1814.787964
	Iteration 157Q: 3 clusters Score -775538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -775538.562500 Penalty: 1814.787964
	Iteration 158Q: 3 clusters Score -775538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -775537.187500 Penalty: 1814.787964
	Iteration 159Q: 3 clusters Score -775537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -775535.312500 Penalty: 1814.787964
	Iteration 160F: 3 clusters Score -775535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -775535.562500 Penalty: 1814.787964
	Iteration 161Q: 3 clusters Score -775535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -775537.500000 Penalty: 1814.787964
	Iteration 162Q: 3 clusters Score -775537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -775535.062500 Penalty: 1814.787964
	Iteration 163Q: 3 clusters Score -775535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -775534.812500 Penalty: 1814.787964
	Iteration 164Q: 3 clusters Score -775534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -775536.812500 Penalty: 1814.787964
	Iteration 165Q: 3 clusters Score -775536.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -775539.687500 Penalty: 1814.787964
	Iteration 166Q: 3 clusters Score -775539.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -775540.062500 Penalty: 1814.787964
	Iteration 167Q: 3 clusters Score -775540.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -775541.937500 Penalty: 1814.787964
	Iteration 168Q: 3 clusters Score -775541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -775542.250000 Penalty: 1814.787964
	Iteration 169Q: 3 clusters Score -775542.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -775543.437500 Penalty: 1814.787964
	Iteration 170Q: 3 clusters Score -775543.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -775543.125000 Penalty: 1814.787964
	Iteration 171Q: 3 clusters Score -775543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -775544.312500 Penalty: 1814.787964
	Iteration 172Q: 3 clusters Score -775544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -775542.500000 Penalty: 1814.787964
	Iteration 173Q: 3 clusters Score -775542.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -775543.312500 Penalty: 1814.787964
	Iteration 174Q: 3 clusters Score -775543.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -775546.812500 Penalty: 1814.787964
	Iteration 175Q: 3 clusters Score -775546.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -775546.375000 Penalty: 1814.787964
	Iteration 176Q: 3 clusters Score -775546.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -775547.937500 Penalty: 1814.787964
	Iteration 177Q: 3 clusters Score -775547.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -775547.000000 Penalty: 1814.787964
	Iteration 178Q: 3 clusters Score -775547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -775548.625000 Penalty: 1814.787964
	Iteration 179Q: 3 clusters Score -775548.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -775550.687500 Penalty: 1814.787964
	Iteration 180F: 3 clusters Score -775550.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -775552.187500 Penalty: 1814.787964
	Iteration 181Q: 3 clusters Score -775552.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -775554.875000 Penalty: 1814.787964
	Iteration 182Q: 3 clusters Score -775554.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -775556.750000 Penalty: 1814.787964
	Iteration 183Q: 3 clusters Score -775556.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -775558.562500 Penalty: 1814.787964
	Iteration 184Q: 3 clusters Score -775558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -775556.562500 Penalty: 1814.787964
	Iteration 185Q: 3 clusters Score -775556.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -775558.187500 Penalty: 1814.787964
	Iteration 186Q: 3 clusters Score -775558.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -775558.437500 Penalty: 1814.787964
	Iteration 187Q: 3 clusters Score -775558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -775559.437500 Penalty: 1814.787964
	Iteration 188Q: 3 clusters Score -775559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -775557.625000 Penalty: 1814.787964
	Iteration 189Q: 3 clusters Score -775557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -775559.000000 Penalty: 1814.787964
	Iteration 190Q: 3 clusters Score -775559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -775559.812500 Penalty: 1814.787964
	Iteration 191Q: 3 clusters Score -775559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -775560.125000 Penalty: 1814.787964
	Iteration 192Q: 3 clusters Score -775560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -775562.062500 Penalty: 1814.787964
	Iteration 193Q: 3 clusters Score -775562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -775562.187500 Penalty: 1814.787964
	Iteration 194Q: 3 clusters Score -775562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -775562.187500 Penalty: 1814.787964
	Iteration 195F: 3 clusters Score -775562.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -136356.390625 Penalty: 744.904480
	Iteration 0F: 2 clusters Score -136356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -134306.734375 Penalty: 1489.808960
	Iteration 0F: 3 clusters Score -134306.7 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -134896.250000 Penalty: 1489.808960
	Iteration 1F: 3 clusters Score -134896.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -134996.968750 Penalty: 1489.808960
	Iteration 2F: 3 clusters Score -134997 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -135062.984375 Penalty: 1489.808960
	Iteration 3Q: 3 clusters Score -135063 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -135130.203125 Penalty: 1489.808960
	Iteration 4Q: 3 clusters Score -135130.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -135186.750000 Penalty: 1489.808960
	Iteration 5Q: 3 clusters Score -135186.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -135252.796875 Penalty: 1489.808960
	Iteration 6Q: 3 clusters Score -135252.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -135335.171875 Penalty: 1489.808960
	Iteration 7Q: 3 clusters Score -135335.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -135407.875000 Penalty: 1489.808960
	Iteration 8Q: 3 clusters Score -135407.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135453.062500 Penalty: 1489.808960
	Iteration 9Q: 3 clusters Score -135453.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -135482.765625 Penalty: 1489.808960
	Iteration 10Q: 3 clusters Score -135482.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -135514.203125 Penalty: 1489.808960
	Iteration 11Q: 3 clusters Score -135514.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -135544.937500 Penalty: 1489.808960
	Iteration 12Q: 3 clusters Score -135544.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -135574.140625 Penalty: 1489.808960
	Iteration 13Q: 3 clusters Score -135574.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -135598.859375 Penalty: 1489.808960
	Iteration 14Q: 3 clusters Score -135598.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -135623.656250 Penalty: 1489.808960
	Iteration 15Q: 3 clusters Score -135623.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -135644.171875 Penalty: 1489.808960
	Iteration 16Q: 3 clusters Score -135644.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -135662.906250 Penalty: 1489.808960
	Iteration 17Q: 3 clusters Score -135662.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -135680.281250 Penalty: 1489.808960
	Iteration 18Q: 3 clusters Score -135680.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -135699.843750 Penalty: 1489.808960
	Iteration 19Q: 3 clusters Score -135699.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -135716.250000 Penalty: 1489.808960
	Iteration 20F: 3 clusters Score -135716.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -135734.390625 Penalty: 1489.808960
	Iteration 21Q: 3 clusters Score -135734.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -135751.890625 Penalty: 1489.808960
	Iteration 22Q: 3 clusters Score -135751.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -135760.984375 Penalty: 1489.808960
	Iteration 23Q: 3 clusters Score -135761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -135770.593750 Penalty: 1489.808960
	Iteration 24Q: 3 clusters Score -135770.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -135779.468750 Penalty: 1489.808960
	Iteration 25Q: 3 clusters Score -135779.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -135784.640625 Penalty: 1489.808960
	Iteration 26Q: 3 clusters Score -135784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -135789.625000 Penalty: 1489.808960
	Iteration 27Q: 3 clusters Score -135789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -135792.250000 Penalty: 1489.808960
	Iteration 28Q: 3 clusters Score -135792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -135793.734375 Penalty: 1489.808960
	Iteration 29Q: 3 clusters Score -135793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -135795.625000 Penalty: 1489.808960
	Iteration 30Q: 3 clusters Score -135795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -135796.968750 Penalty: 1489.808960
	Iteration 31Q: 3 clusters Score -135797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -135798.265625 Penalty: 1489.808960
	Iteration 32Q: 3 clusters Score -135798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -135799.171875 Penalty: 1489.808960
	Iteration 33Q: 3 clusters Score -135799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -135800.171875 Penalty: 1489.808960
	Iteration 34Q: 3 clusters Score -135800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -135801.078125 Penalty: 1489.808960
	Iteration 35Q: 3 clusters Score -135801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -135801.078125 Penalty: 1489.808960
	Iteration 36F: 3 clusters Score -135801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Entering Unmasked Estep 
Score: -667224.562500 Penalty: 895.593994
	Iteration 0F: 2 clusters Score -667224.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -658813.812500 Penalty: 1791.187988
	Iteration 0F: 3 clusters Score -658813.8 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -661754.625000 Penalty: 1791.187988
	Iteration 1F: 3 clusters Score -661754.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -661990.750000 Penalty: 1791.187988
	Iteration 2F: 3 clusters Score -661990.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -662255.562500 Penalty: 1791.187988
	Iteration 3Q: 3 clusters Score -662255.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -662613.187500 Penalty: 1791.187988
	Iteration 4F: 3 clusters Score -662613.2 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -663095.250000 Penalty: 1791.187988
	Iteration 5F: 3 clusters Score -663095.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -663688.812500 Penalty: 1791.187988
	Iteration 6F: 3 clusters Score -663688.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -664357.375000 Penalty: 1791.187988
	Iteration 7F: 3 clusters Score -664357.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -664986.750000 Penalty: 1791.187988
	Iteration 8F: 3 clusters Score -664986.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -665453.125000 Penalty: 1791.187988
	Iteration 9Q: 3 clusters Score -665453.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -665773.125000 Penalty: 1791.187988
	Iteration 10Q: 3 clusters Score -665773.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -665966.625000 Penalty: 1791.187988
	Iteration 11Q: 3 clusters Score -665966.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -666103.000000 Penalty: 1791.187988
	Iteration 12Q: 3 clusters Score -666103 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -666193.312500 Penalty: 1791.187988
	Iteration 13Q: 3 clusters Score -666193.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -666264.437500 Penalty: 1791.187988
	Iteration 14Q: 3 clusters Score -666264.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -666304.625000 Penalty: 1791.187988
	Iteration 15Q: 3 clusters Score -666304.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -666337.875000 Penalty: 1791.187988
	Iteration 16Q: 3 clusters Score -666337.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -666364.062500 Penalty: 1791.187988
	Iteration 17Q: 3 clusters Score -666364.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -666385.125000 Penalty: 1791.187988
	Iteration 18Q: 3 clusters Score -666385.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -666406.000000 Penalty: 1791.187988
	Iteration 19Q: 3 clusters Score -666406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -666413.875000 Penalty: 1791.187988
	Iteration 20F: 3 clusters Score -666413.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -666422.437500 Penalty: 1791.187988
	Iteration 21Q: 3 clusters Score -666422.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -666435.250000 Penalty: 1791.187988
	Iteration 22Q: 3 clusters Score -666435.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -666443.312500 Penalty: 1791.187988
	Iteration 23Q: 3 clusters Score -666443.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -666447.687500 Penalty: 1791.187988
	Iteration 24Q: 3 clusters Score -666447.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -666450.250000 Penalty: 1791.187988
	Iteration 25Q: 3 clusters Score -666450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -666452.437500 Penalty: 1791.187988
	Iteration 26Q: 3 clusters Score -666452.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -666456.187500 Penalty: 1791.187988
	Iteration 27Q: 3 clusters Score -666456.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -666461.250000 Penalty: 1791.187988
	Iteration 28Q: 3 clusters Score -666461.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -666463.250000 Penalty: 1791.187988
	Iteration 29Q: 3 clusters Score -666463.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -666470.750000 Penalty: 1791.187988
	Iteration 30Q: 3 clusters Score -666470.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -666478.125000 Penalty: 1791.187988
	Iteration 31Q: 3 clusters Score -666478.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -666486.437500 Penalty: 1791.187988
	Iteration 32Q: 3 clusters Score -666486.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -666495.062500 Penalty: 1791.187988
	Iteration 33Q: 3 clusters Score -666495.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -666506.500000 Penalty: 1791.187988
	Iteration 34Q: 3 clusters Score -666506.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -666509.125000 Penalty: 1791.187988
	Iteration 35Q: 3 clusters Score -666509.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -666513.875000 Penalty: 1791.187988
	Iteration 36Q: 3 clusters Score -666513.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -666516.562500 Penalty: 1791.187988
	Iteration 37Q: 3 clusters Score -666516.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -666519.937500 Penalty: 1791.187988
	Iteration 38Q: 3 clusters Score -666519.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -666525.062500 Penalty: 1791.187988
	Iteration 39Q: 3 clusters Score -666525.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -666526.750000 Penalty: 1791.187988
	Iteration 40F: 3 clusters Score -666526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -666527.062500 Penalty: 1791.187988
	Iteration 41Q: 3 clusters Score -666527.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -666527.750000 Penalty: 1791.187988
	Iteration 42Q: 3 clusters Score -666527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -666528.812500 Penalty: 1791.187988
	Iteration 43Q: 3 clusters Score -666528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -666530.937500 Penalty: 1791.187988
	Iteration 44Q: 3 clusters Score -666530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -666531.000000 Penalty: 1791.187988
	Iteration 45Q: 3 clusters Score -666531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -666533.062500 Penalty: 1791.187988
	Iteration 46Q: 3 clusters Score -666533.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -666538.187500 Penalty: 1791.187988
	Iteration 47Q: 3 clusters Score -666538.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -666538.562500 Penalty: 1791.187988
	Iteration 48Q: 3 clusters Score -666538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -666543.375000 Penalty: 1791.187988
	Iteration 49Q: 3 clusters Score -666543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -666545.375000 Penalty: 1791.187988
	Iteration 50Q: 3 clusters Score -666545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -666545.562500 Penalty: 1791.187988
	Iteration 51Q: 3 clusters Score -666545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -666546.312500 Penalty: 1791.187988
	Iteration 52Q: 3 clusters Score -666546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -666546.312500 Penalty: 1791.187988
	Iteration 53Q: 3 clusters Score -666546.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -666546.312500 Penalty: 1791.187988
	Iteration 54F: 3 clusters Score -666546.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Entering Unmasked Estep 
Score: -2006839.250000 Penalty: 993.769226
	Iteration 0F: 2 clusters Score -2006839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1983465.125000 Penalty: 1987.538452
	Iteration 0F: 3 clusters Score -1983465 nChanged 16557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1992996.625000 Penalty: 1987.538452
	Iteration 1F: 3 clusters Score -1992997 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1993538.000000 Penalty: 1987.538452
	Iteration 2Q: 3 clusters Score -1993538 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -1994181.375000 Penalty: 1987.538452
	Iteration 3Q: 3 clusters Score -1994181 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1994870.375000 Penalty: 1987.538452
	Iteration 4Q: 3 clusters Score -1994870 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1995704.875000 Penalty: 1987.538452
	Iteration 5F: 3 clusters Score -1995705 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1996637.750000 Penalty: 1987.538452
	Iteration 6F: 3 clusters Score -1996638 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1997528.500000 Penalty: 1987.538452
	Iteration 7F: 3 clusters Score -1997528 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1998300.750000 Penalty: 1987.538452
	Iteration 8Q: 3 clusters Score -1998301 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -1998996.500000 Penalty: 1987.538452
	Iteration 9Q: 3 clusters Score -1998996 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1999708.250000 Penalty: 1987.538452
	Iteration 10Q: 3 clusters Score -1999708 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2000381.750000 Penalty: 1987.538452
	Iteration 11Q: 3 clusters Score -2000382 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2001032.250000 Penalty: 1987.538452
	Iteration 12Q: 3 clusters Score -2001032 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2001638.625000 Penalty: 1987.538452
	Iteration 13Q: 3 clusters Score -2001639 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2002193.500000 Penalty: 1987.538452
	Iteration 14Q: 3 clusters Score -2002194 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -2002773.500000 Penalty: 1987.538452
	Iteration 15Q: 3 clusters Score -2002774 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -2003331.125000 Penalty: 1987.538452
	Iteration 16Q: 3 clusters Score -2003331 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -2003846.250000 Penalty: 1987.538452
	Iteration 17Q: 3 clusters Score -2003846 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -2004313.000000 Penalty: 1987.538452
	Iteration 18Q: 3 clusters Score -2004313 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -2004701.750000 Penalty: 1987.538452
	Iteration 19Q: 3 clusters Score -2004702 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -2005025.875000 Penalty: 1987.538452
	Iteration 20F: 3 clusters Score -2005026 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -2005272.500000 Penalty: 1987.538452
	Iteration 21Q: 3 clusters Score -2005272 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -2005443.375000 Penalty: 1987.538452
	Iteration 22Q: 3 clusters Score -2005443 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -2005577.000000 Penalty: 1987.538452
	Iteration 23Q: 3 clusters Score -2005577 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -2005697.000000 Penalty: 1987.538452
	Iteration 24Q: 3 clusters Score -2005697 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -2005802.875000 Penalty: 1987.538452
	Iteration 25Q: 3 clusters Score -2005803 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -2005876.125000 Penalty: 1987.538452
	Iteration 26Q: 3 clusters Score -2005876 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -2005932.250000 Penalty: 1987.538452
	Iteration 27Q: 3 clusters Score -2005932 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -2005978.750000 Penalty: 1987.538452
	Iteration 28Q: 3 clusters Score -2005979 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -2006013.875000 Penalty: 1987.538452
	Iteration 29Q: 3 clusters Score -2006014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -2006043.250000 Penalty: 1987.538452
	Iteration 30Q: 3 clusters Score -2006043 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -2006065.500000 Penalty: 1987.538452
	Iteration 31Q: 3 clusters Score -2006066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -2006084.500000 Penalty: 1987.538452
	Iteration 32Q: 3 clusters Score -2006084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -2006101.250000 Penalty: 1987.538452
	Iteration 33Q: 3 clusters Score -2006101 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -2006113.500000 Penalty: 1987.538452
	Iteration 34Q: 3 clusters Score -2006114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -2006122.875000 Penalty: 1987.538452
	Iteration 35Q: 3 clusters Score -2006123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -2006124.875000 Penalty: 1987.538452
	Iteration 36Q: 3 clusters Score -2006125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -2006128.250000 Penalty: 1987.538452
	Iteration 37Q: 3 clusters Score -2006128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -2006129.250000 Penalty: 1987.538452
	Iteration 38Q: 3 clusters Score -2006129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -2006136.375000 Penalty: 1987.538452
	Iteration 39Q: 3 clusters Score -2006136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -2006136.750000 Penalty: 1987.538452
	Iteration 40F: 3 clusters Score -2006137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -2006143.625000 Penalty: 1987.538452
	Iteration 41Q: 3 clusters Score -2006144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -2006150.500000 Penalty: 1987.538452
	Iteration 42Q: 3 clusters Score -2006150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -2006150.625000 Penalty: 1987.538452
	Iteration 43Q: 3 clusters Score -2006151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -2006154.375000 Penalty: 1987.538452
	Iteration 44Q: 3 clusters Score -2006154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -2006157.250000 Penalty: 1987.538452
	Iteration 45Q: 3 clusters Score -2006157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -2006157.625000 Penalty: 1987.538452
	Iteration 46Q: 3 clusters Score -2006158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -2006160.625000 Penalty: 1987.538452
	Iteration 47Q: 3 clusters Score -2006161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -2006158.875000 Penalty: 1987.538452
	Iteration 48Q: 3 clusters Score -2006159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -2006159.375000 Penalty: 1987.538452
	Iteration 49Q: 3 clusters Score -2006159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -2006160.375000 Penalty: 1987.538452
	Iteration 50Q: 3 clusters Score -2006160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -2006159.625000 Penalty: 1987.538452
	Iteration 51Q: 3 clusters Score -2006160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -2006163.500000 Penalty: 1987.538452
	Iteration 52Q: 3 clusters Score -2006164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -2006161.250000 Penalty: 1987.538452
	Iteration 53Q: 3 clusters Score -2006161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -2006162.125000 Penalty: 1987.538452
	Iteration 54Q: 3 clusters Score -2006162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -2006164.875000 Penalty: 1987.538452
	Iteration 55Q: 3 clusters Score -2006165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -2006166.000000 Penalty: 1987.538452
	Iteration 56Q: 3 clusters Score -2006166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -2006166.375000 Penalty: 1987.538452
	Iteration 57Q: 3 clusters Score -2006166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -2006164.375000 Penalty: 1987.538452
	Iteration 58Q: 3 clusters Score -2006164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -2006167.500000 Penalty: 1987.538452
	Iteration 59Q: 3 clusters Score -2006168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -2006168.625000 Penalty: 1987.538452
	Iteration 60F: 3 clusters Score -2006169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -2006171.250000 Penalty: 1987.538452
	Iteration 61Q: 3 clusters Score -2006171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -2006171.625000 Penalty: 1987.538452
	Iteration 62Q: 3 clusters Score -2006172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -2006171.625000 Penalty: 1987.538452
	Iteration 63Q: 3 clusters Score -2006172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -2006171.625000 Penalty: 1987.538452
	Iteration 64F: 3 clusters Score -2006172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Entering Unmasked Estep 
Score: -488078.843750 Penalty: 867.215820
	Iteration 0F: 2 clusters Score -488078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -481700.437500 Penalty: 1734.431641
	Iteration 0F: 3 clusters Score -481700.4 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -483918.031250 Penalty: 1734.431641
	Iteration 1F: 3 clusters Score -483918 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -484145.000000 Penalty: 1734.431641
	Iteration 2F: 3 clusters Score -484145 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -484397.781250 Penalty: 1734.431641
	Iteration 3F: 3 clusters Score -484397.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -484686.250000 Penalty: 1734.431641
	Iteration 4F: 3 clusters Score -484686.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -485012.031250 Penalty: 1734.431641
	Iteration 5F: 3 clusters Score -485012 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -485400.375000 Penalty: 1734.431641
	Iteration 6F: 3 clusters Score -485400.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -485868.718750 Penalty: 1734.431641
	Iteration 7F: 3 clusters Score -485868.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -486281.906250 Penalty: 1734.431641
	Iteration 8F: 3 clusters Score -486281.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -486614.468750 Penalty: 1734.431641
	Iteration 9F: 3 clusters Score -486614.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -486883.625000 Penalty: 1734.431641
	Iteration 10Q: 3 clusters Score -486883.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -487060.093750 Penalty: 1734.431641
	Iteration 11Q: 3 clusters Score -487060.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -487179.187500 Penalty: 1734.431641
	Iteration 12Q: 3 clusters Score -487179.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -487253.843750 Penalty: 1734.431641
	Iteration 13Q: 3 clusters Score -487253.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -487323.031250 Penalty: 1734.431641
	Iteration 14Q: 3 clusters Score -487323 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -487393.500000 Penalty: 1734.431641
	Iteration 15Q: 3 clusters Score -487393.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -487464.906250 Penalty: 1734.431641
	Iteration 16Q: 3 clusters Score -487464.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -487513.531250 Penalty: 1734.431641
	Iteration 17Q: 3 clusters Score -487513.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -487541.406250 Penalty: 1734.431641
	Iteration 18Q: 3 clusters Score -487541.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -487557.281250 Penalty: 1734.431641
	Iteration 19Q: 3 clusters Score -487557.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -487568.781250 Penalty: 1734.431641
	Iteration 20F: 3 clusters Score -487568.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -487580.343750 Penalty: 1734.431641
	Iteration 21Q: 3 clusters Score -487580.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -487591.531250 Penalty: 1734.431641
	Iteration 22Q: 3 clusters Score -487591.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -487600.656250 Penalty: 1734.431641
	Iteration 23Q: 3 clusters Score -487600.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -487609.093750 Penalty: 1734.431641
	Iteration 24Q: 3 clusters Score -487609.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -487617.468750 Penalty: 1734.431641
	Iteration 25Q: 3 clusters Score -487617.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -487621.406250 Penalty: 1734.431641
	Iteration 26Q: 3 clusters Score -487621.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -487624.625000 Penalty: 1734.431641
	Iteration 27Q: 3 clusters Score -487624.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -487626.281250 Penalty: 1734.431641
	Iteration 28Q: 3 clusters Score -487626.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -487627.156250 Penalty: 1734.431641
	Iteration 29Q: 3 clusters Score -487627.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -487627.562500 Penalty: 1734.431641
	Iteration 30Q: 3 clusters Score -487627.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -487629.281250 Penalty: 1734.431641
	Iteration 31Q: 3 clusters Score -487629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -487631.062500 Penalty: 1734.431641
	Iteration 32Q: 3 clusters Score -487631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -487630.968750 Penalty: 1734.431641
	Iteration 33Q: 3 clusters Score -487631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -487631.750000 Penalty: 1734.431641
	Iteration 34Q: 3 clusters Score -487631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -487631.812500 Penalty: 1734.431641
	Iteration 35Q: 3 clusters Score -487631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -487631.500000 Penalty: 1734.431641
	Iteration 36Q: 3 clusters Score -487631.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -487632.156250 Penalty: 1734.431641
	Iteration 37Q: 3 clusters Score -487632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -487632.812500 Penalty: 1734.431641
	Iteration 38Q: 3 clusters Score -487632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -487633.000000 Penalty: 1734.431641
	Iteration 39Q: 3 clusters Score -487633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -487633.562500 Penalty: 1734.431641
	Iteration 40F: 3 clusters Score -487633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Entering Unmasked Estep 
Score: -1342723.750000 Penalty: 961.695007
	Iteration 0F: 2 clusters Score -1342724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1326039.750000 Penalty: 1923.390015
	Iteration 0F: 3 clusters Score -1326040 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1332678.750000 Penalty: 1923.390015
	Iteration 1F: 3 clusters Score -1332679 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1333094.625000 Penalty: 1923.390015
	Iteration 2Q: 3 clusters Score -1333095 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1333682.500000 Penalty: 1923.390015
	Iteration 3Q: 3 clusters Score -1333682 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1334591.500000 Penalty: 1923.390015
	Iteration 4F: 3 clusters Score -1334592 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1335732.875000 Penalty: 1923.390015
	Iteration 5F: 3 clusters Score -1335733 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1337060.625000 Penalty: 1923.390015
	Iteration 6F: 3 clusters Score -1337061 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1338411.750000 Penalty: 1923.390015
	Iteration 7F: 3 clusters Score -1338412 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1339433.625000 Penalty: 1923.390015
	Iteration 8F: 3 clusters Score -1339434 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1340082.250000 Penalty: 1923.390015
	Iteration 9Q: 3 clusters Score -1340082 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1340446.750000 Penalty: 1923.390015
	Iteration 10Q: 3 clusters Score -1340447 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1340646.125000 Penalty: 1923.390015
	Iteration 11Q: 3 clusters Score -1340646 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1340820.500000 Penalty: 1923.390015
	Iteration 12Q: 3 clusters Score -1340820 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1340949.000000 Penalty: 1923.390015
	Iteration 13Q: 3 clusters Score -1340949 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1341029.500000 Penalty: 1923.390015
	Iteration 14Q: 3 clusters Score -1341030 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1341115.375000 Penalty: 1923.390015
	Iteration 15Q: 3 clusters Score -1341115 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1341191.125000 Penalty: 1923.390015
	Iteration 16Q: 3 clusters Score -1341191 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1341249.125000 Penalty: 1923.390015
	Iteration 17Q: 3 clusters Score -1341249 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1341293.500000 Penalty: 1923.390015
	Iteration 18Q: 3 clusters Score -1341294 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1341325.750000 Penalty: 1923.390015
	Iteration 19Q: 3 clusters Score -1341326 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1341349.375000 Penalty: 1923.390015
	Iteration 20F: 3 clusters Score -1341349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1341369.750000 Penalty: 1923.390015
	Iteration 21Q: 3 clusters Score -1341370 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1341382.500000 Penalty: 1923.390015
	Iteration 22Q: 3 clusters Score -1341382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1341394.500000 Penalty: 1923.390015
	Iteration 23Q: 3 clusters Score -1341394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1341404.750000 Penalty: 1923.390015
	Iteration 24Q: 3 clusters Score -1341405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1341409.125000 Penalty: 1923.390015
	Iteration 25Q: 3 clusters Score -1341409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1341418.250000 Penalty: 1923.390015
	Iteration 26Q: 3 clusters Score -1341418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1341421.000000 Penalty: 1923.390015
	Iteration 27Q: 3 clusters Score -1341421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -1341427.250000 Penalty: 1923.390015
	Iteration 28Q: 3 clusters Score -1341427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1341431.125000 Penalty: 1923.390015
	Iteration 29Q: 3 clusters Score -1341431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1341436.000000 Penalty: 1923.390015
	Iteration 30Q: 3 clusters Score -1341436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1341437.500000 Penalty: 1923.390015
	Iteration 31Q: 3 clusters Score -1341438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1341445.250000 Penalty: 1923.390015
	Iteration 32Q: 3 clusters Score -1341445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1341446.500000 Penalty: 1923.390015
	Iteration 33Q: 3 clusters Score -1341446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1341446.750000 Penalty: 1923.390015
	Iteration 34Q: 3 clusters Score -1341447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1341448.875000 Penalty: 1923.390015
	Iteration 35Q: 3 clusters Score -1341449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1341452.750000 Penalty: 1923.390015
	Iteration 36Q: 3 clusters Score -1341453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1341451.125000 Penalty: 1923.390015
	Iteration 37Q: 3 clusters Score -1341451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1341453.750000 Penalty: 1923.390015
	Iteration 38Q: 3 clusters Score -1341454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1341456.875000 Penalty: 1923.390015
	Iteration 39Q: 3 clusters Score -1341457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -1341458.750000 Penalty: 1923.390015
	Iteration 40F: 3 clusters Score -1341459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1341457.375000 Penalty: 1923.390015
	Iteration 41Q: 3 clusters Score -1341457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1341460.000000 Penalty: 1923.390015
	Iteration 42Q: 3 clusters Score -1341460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1341459.000000 Penalty: 1923.390015
	Iteration 43Q: 3 clusters Score -1341459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1341459.500000 Penalty: 1923.390015
	Iteration 44Q: 3 clusters Score -1341460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1341455.625000 Penalty: 1923.390015
	Iteration 45Q: 3 clusters Score -1341456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1341457.875000 Penalty: 1923.390015
	Iteration 46Q: 3 clusters Score -1341458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1341458.500000 Penalty: 1923.390015
	Iteration 47Q: 3 clusters Score -1341458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1341460.625000 Penalty: 1923.390015
	Iteration 48Q: 3 clusters Score -1341461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1341463.000000 Penalty: 1923.390015
	Iteration 49Q: 3 clusters Score -1341463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1341464.375000 Penalty: 1923.390015
	Iteration 50Q: 3 clusters Score -1341464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1341462.000000 Penalty: 1923.390015
	Iteration 51Q: 3 clusters Score -1341462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1341463.875000 Penalty: 1923.390015
	Iteration 52Q: 3 clusters Score -1341464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1341463.125000 Penalty: 1923.390015
	Iteration 53Q: 3 clusters Score -1341463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1341464.125000 Penalty: 1923.390015
	Iteration 54Q: 3 clusters Score -1341464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -1341463.500000 Penalty: 1923.390015
	Iteration 55Q: 3 clusters Score -1341464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1341465.250000 Penalty: 1923.390015
	Iteration 56Q: 3 clusters Score -1341465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1341465.375000 Penalty: 1923.390015
	Iteration 57Q: 3 clusters Score -1341465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -1341465.375000 Penalty: 1923.390015
	Iteration 58Q: 3 clusters Score -1341465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1341469.625000 Penalty: 1923.390015
	Iteration 59Q: 3 clusters Score -1341470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -1341468.250000 Penalty: 1923.390015
	Iteration 60F: 3 clusters Score -1341468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -116387.929688 Penalty: 730.403259
	Iteration 0F: 2 clusters Score -116387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -114566.859375 Penalty: 1460.806519
	Iteration 0F: 3 clusters Score -114566.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -115089.460938 Penalty: 1460.806519
	Iteration 1F: 3 clusters Score -115089.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -115206.570312 Penalty: 1460.806519
	Iteration 2F: 3 clusters Score -115206.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -115298.640625 Penalty: 1460.806519
	Iteration 3F: 3 clusters Score -115298.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -115355.187500 Penalty: 1460.806519
	Iteration 4Q: 3 clusters Score -115355.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -115406.171875 Penalty: 1460.806519
	Iteration 5Q: 3 clusters Score -115406.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -115445.687500 Penalty: 1460.806519
	Iteration 6Q: 3 clusters Score -115445.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -115474.781250 Penalty: 1460.806519
	Iteration 7Q: 3 clusters Score -115474.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -115500.351562 Penalty: 1460.806519
	Iteration 8Q: 3 clusters Score -115500.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -115519.117188 Penalty: 1460.806519
	Iteration 9Q: 3 clusters Score -115519.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -115532.875000 Penalty: 1460.806519
	Iteration 10Q: 3 clusters Score -115532.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -115541.898438 Penalty: 1460.806519
	Iteration 11Q: 3 clusters Score -115541.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -115549.203125 Penalty: 1460.806519
	Iteration 12Q: 3 clusters Score -115549.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -115558.046875 Penalty: 1460.806519
	Iteration 13Q: 3 clusters Score -115558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -115567.343750 Penalty: 1460.806519
	Iteration 14Q: 3 clusters Score -115567.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -115572.734375 Penalty: 1460.806519
	Iteration 15Q: 3 clusters Score -115572.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -115579.195312 Penalty: 1460.806519
	Iteration 16Q: 3 clusters Score -115579.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -115584.367188 Penalty: 1460.806519
	Iteration 17Q: 3 clusters Score -115584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -115589.507812 Penalty: 1460.806519
	Iteration 18Q: 3 clusters Score -115589.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -115593.875000 Penalty: 1460.806519
	Iteration 19Q: 3 clusters Score -115593.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -115601.828125 Penalty: 1460.806519
	Iteration 20F: 3 clusters Score -115601.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -115609.648438 Penalty: 1460.806519
	Iteration 21Q: 3 clusters Score -115609.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -115614.703125 Penalty: 1460.806519
	Iteration 22Q: 3 clusters Score -115614.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -115619.835938 Penalty: 1460.806519
	Iteration 23Q: 3 clusters Score -115619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -115626.914062 Penalty: 1460.806519
	Iteration 24Q: 3 clusters Score -115626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -115633.406250 Penalty: 1460.806519
	Iteration 25Q: 3 clusters Score -115633.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -115639.468750 Penalty: 1460.806519
	Iteration 26Q: 3 clusters Score -115639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -115644.078125 Penalty: 1460.806519
	Iteration 27Q: 3 clusters Score -115644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -115649.398438 Penalty: 1460.806519
	Iteration 28Q: 3 clusters Score -115649.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -115656.000000 Penalty: 1460.806519
	Iteration 29Q: 3 clusters Score -115656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -115662.078125 Penalty: 1460.806519
	Iteration 30Q: 3 clusters Score -115662.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -115668.171875 Penalty: 1460.806519
	Iteration 31Q: 3 clusters Score -115668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -115672.171875 Penalty: 1460.806519
	Iteration 32Q: 3 clusters Score -115672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -115674.757812 Penalty: 1460.806519
	Iteration 33Q: 3 clusters Score -115674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -115676.156250 Penalty: 1460.806519
	Iteration 34Q: 3 clusters Score -115676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -115678.296875 Penalty: 1460.806519
	Iteration 35Q: 3 clusters Score -115678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -115679.320312 Penalty: 1460.806519
	Iteration 36Q: 3 clusters Score -115679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -115679.757812 Penalty: 1460.806519
	Iteration 37Q: 3 clusters Score -115679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -115679.742188 Penalty: 1460.806519
	Iteration 38Q: 3 clusters Score -115679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -115680.695312 Penalty: 1460.806519
	Iteration 39Q: 3 clusters Score -115680.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -115681.421875 Penalty: 1460.806519
	Iteration 40F: 3 clusters Score -115681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -115681.539062 Penalty: 1460.806519
	Iteration 41Q: 3 clusters Score -115681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -115682.320312 Penalty: 1460.806519
	Iteration 42Q: 3 clusters Score -115682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -115683.218750 Penalty: 1460.806519
	Iteration 43Q: 3 clusters Score -115683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -115684.195312 Penalty: 1460.806519
	Iteration 44Q: 3 clusters Score -115684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -115685.617188 Penalty: 1460.806519
	Iteration 45Q: 3 clusters Score -115685.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -115689.015625 Penalty: 1460.806519
	Iteration 46Q: 3 clusters Score -115689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -115690.507812 Penalty: 1460.806519
	Iteration 47Q: 3 clusters Score -115690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -115692.281250 Penalty: 1460.806519
	Iteration 48Q: 3 clusters Score -115692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -115692.585938 Penalty: 1460.806519
	Iteration 49Q: 3 clusters Score -115692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -115692.585938 Penalty: 1460.806519
	Iteration 50F: 3 clusters Score -115692.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Entering Unmasked Estep 
Score: -151122.734375 Penalty: 763.535889
	Iteration 0F: 2 clusters Score -151122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -148731.453125 Penalty: 1527.071777
	Iteration 0F: 3 clusters Score -148731.5 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -149770.531250 Penalty: 1527.071777
	Iteration 1F: 3 clusters Score -149770.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -150245.093750 Penalty: 1527.071777
	Iteration 2F: 3 clusters Score -150245.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -150514.812500 Penalty: 1527.071777
	Iteration 3F: 3 clusters Score -150514.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -150672.000000 Penalty: 1527.071777
	Iteration 4F: 3 clusters Score -150672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -150736.828125 Penalty: 1527.071777
	Iteration 5Q: 3 clusters Score -150736.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -150769.390625 Penalty: 1527.071777
	Iteration 6Q: 3 clusters Score -150769.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -150792.406250 Penalty: 1527.071777
	Iteration 7Q: 3 clusters Score -150792.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -150807.828125 Penalty: 1527.071777
	Iteration 8Q: 3 clusters Score -150807.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -150823.187500 Penalty: 1527.071777
	Iteration 9Q: 3 clusters Score -150823.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150836.890625 Penalty: 1527.071777
	Iteration 10Q: 3 clusters Score -150836.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -150848.890625 Penalty: 1527.071777
	Iteration 11Q: 3 clusters Score -150848.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150858.062500 Penalty: 1527.071777
	Iteration 12Q: 3 clusters Score -150858.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -150865.750000 Penalty: 1527.071777
	Iteration 13Q: 3 clusters Score -150865.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150869.546875 Penalty: 1527.071777
	Iteration 14Q: 3 clusters Score -150869.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -150871.578125 Penalty: 1527.071777
	Iteration 15Q: 3 clusters Score -150871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -150872.968750 Penalty: 1527.071777
	Iteration 16Q: 3 clusters Score -150873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -150872.968750 Penalty: 1527.071777
	Iteration 17F: 3 clusters Score -150873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Entering Unmasked Estep 
Score: -898150.250000 Penalty: 918.671936
	Iteration 0F: 2 clusters Score -898150.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -887482.437500 Penalty: 1837.343872
	Iteration 0F: 3 clusters Score -887482.4 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -891602.437500 Penalty: 1837.343872
	Iteration 1F: 3 clusters Score -891602.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -892020.125000 Penalty: 1837.343872
	Iteration 2F: 3 clusters Score -892020.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -892505.937500 Penalty: 1837.343872
	Iteration 3F: 3 clusters Score -892505.9 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -893090.000000 Penalty: 1837.343872
	Iteration 4F: 3 clusters Score -893090 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -893718.187500 Penalty: 1837.343872
	Iteration 5F: 3 clusters Score -893718.2 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -894374.937500 Penalty: 1837.343872
	Iteration 6F: 3 clusters Score -894374.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -894961.625000 Penalty: 1837.343872
	Iteration 7F: 3 clusters Score -894961.6 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -895450.125000 Penalty: 1837.343872
	Iteration 8F: 3 clusters Score -895450.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -895820.062500 Penalty: 1837.343872
	Iteration 9Q: 3 clusters Score -895820.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -896102.875000 Penalty: 1837.343872
	Iteration 10Q: 3 clusters Score -896102.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -896291.312500 Penalty: 1837.343872
	Iteration 11Q: 3 clusters Score -896291.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -896407.625000 Penalty: 1837.343872
	Iteration 12Q: 3 clusters Score -896407.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -896479.687500 Penalty: 1837.343872
	Iteration 13Q: 3 clusters Score -896479.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -896517.875000 Penalty: 1837.343872
	Iteration 14Q: 3 clusters Score -896517.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -896546.000000 Penalty: 1837.343872
	Iteration 15Q: 3 clusters Score -896546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -896567.812500 Penalty: 1837.343872
	Iteration 16Q: 3 clusters Score -896567.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -896583.562500 Penalty: 1837.343872
	Iteration 17Q: 3 clusters Score -896583.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -896603.125000 Penalty: 1837.343872
	Iteration 18Q: 3 clusters Score -896603.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -896618.562500 Penalty: 1837.343872
	Iteration 19Q: 3 clusters Score -896618.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -896637.250000 Penalty: 1837.343872
	Iteration 20F: 3 clusters Score -896637.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -896652.437500 Penalty: 1837.343872
	Iteration 21Q: 3 clusters Score -896652.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -896671.250000 Penalty: 1837.343872
	Iteration 22Q: 3 clusters Score -896671.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -896682.687500 Penalty: 1837.343872
	Iteration 23Q: 3 clusters Score -896682.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -896694.750000 Penalty: 1837.343872
	Iteration 24Q: 3 clusters Score -896694.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -896706.562500 Penalty: 1837.343872
	Iteration 25Q: 3 clusters Score -896706.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -896719.875000 Penalty: 1837.343872
	Iteration 26Q: 3 clusters Score -896719.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -896738.437500 Penalty: 1837.343872
	Iteration 27Q: 3 clusters Score -896738.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -896759.812500 Penalty: 1837.343872
	Iteration 28Q: 3 clusters Score -896759.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -896784.000000 Penalty: 1837.343872
	Iteration 29Q: 3 clusters Score -896784 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -896812.812500 Penalty: 1837.343872
	Iteration 30Q: 3 clusters Score -896812.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -896847.937500 Penalty: 1837.343872
	Iteration 31Q: 3 clusters Score -896847.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -896882.125000 Penalty: 1837.343872
	Iteration 32Q: 3 clusters Score -896882.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -896918.312500 Penalty: 1837.343872
	Iteration 33Q: 3 clusters Score -896918.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -896965.250000 Penalty: 1837.343872
	Iteration 34Q: 3 clusters Score -896965.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -897007.812500 Penalty: 1837.343872
	Iteration 35Q: 3 clusters Score -897007.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -897050.062500 Penalty: 1837.343872
	Iteration 36Q: 3 clusters Score -897050.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -897085.687500 Penalty: 1837.343872
	Iteration 37Q: 3 clusters Score -897085.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -897125.000000 Penalty: 1837.343872
	Iteration 38Q: 3 clusters Score -897125 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -897152.437500 Penalty: 1837.343872
	Iteration 39Q: 3 clusters Score -897152.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -897177.062500 Penalty: 1837.343872
	Iteration 40F: 3 clusters Score -897177.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -897199.437500 Penalty: 1837.343872
	Iteration 41Q: 3 clusters Score -897199.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -897212.312500 Penalty: 1837.343872
	Iteration 42Q: 3 clusters Score -897212.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -897223.062500 Penalty: 1837.343872
	Iteration 43Q: 3 clusters Score -897223.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -897235.312500 Penalty: 1837.343872
	Iteration 44Q: 3 clusters Score -897235.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -897246.625000 Penalty: 1837.343872
	Iteration 45Q: 3 clusters Score -897246.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -897256.562500 Penalty: 1837.343872
	Iteration 46Q: 3 clusters Score -897256.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -897272.250000 Penalty: 1837.343872
	Iteration 47Q: 3 clusters Score -897272.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -897284.312500 Penalty: 1837.343872
	Iteration 48Q: 3 clusters Score -897284.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -897297.875000 Penalty: 1837.343872
	Iteration 49Q: 3 clusters Score -897297.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -897308.250000 Penalty: 1837.343872
	Iteration 50Q: 3 clusters Score -897308.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -897316.437500 Penalty: 1837.343872
	Iteration 51Q: 3 clusters Score -897316.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -897323.375000 Penalty: 1837.343872
	Iteration 52Q: 3 clusters Score -897323.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -897328.000000 Penalty: 1837.343872
	Iteration 53Q: 3 clusters Score -897328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -897331.687500 Penalty: 1837.343872
	Iteration 54Q: 3 clusters Score -897331.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -897341.437500 Penalty: 1837.343872
	Iteration 55Q: 3 clusters Score -897341.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -897348.437500 Penalty: 1837.343872
	Iteration 56Q: 3 clusters Score -897348.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -897357.875000 Penalty: 1837.343872
	Iteration 57Q: 3 clusters Score -897357.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -897365.250000 Penalty: 1837.343872
	Iteration 58Q: 3 clusters Score -897365.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -897370.500000 Penalty: 1837.343872
	Iteration 59Q: 3 clusters Score -897370.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -897372.625000 Penalty: 1837.343872
	Iteration 60F: 3 clusters Score -897372.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -897375.500000 Penalty: 1837.343872
	Iteration 61Q: 3 clusters Score -897375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -897376.000000 Penalty: 1837.343872
	Iteration 62Q: 3 clusters Score -897376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -897381.000000 Penalty: 1837.343872
	Iteration 63Q: 3 clusters Score -897381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -897382.437500 Penalty: 1837.343872
	Iteration 64Q: 3 clusters Score -897382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -897384.312500 Penalty: 1837.343872
	Iteration 65Q: 3 clusters Score -897384.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -897383.562500 Penalty: 1837.343872
	Iteration 66Q: 3 clusters Score -897383.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -897387.625000 Penalty: 1837.343872
	Iteration 67Q: 3 clusters Score -897387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -897390.937500 Penalty: 1837.343872
	Iteration 68Q: 3 clusters Score -897390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -897391.625000 Penalty: 1837.343872
	Iteration 69Q: 3 clusters Score -897391.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -897394.000000 Penalty: 1837.343872
	Iteration 70Q: 3 clusters Score -897394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -897399.750000 Penalty: 1837.343872
	Iteration 71Q: 3 clusters Score -897399.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -897402.250000 Penalty: 1837.343872
	Iteration 72Q: 3 clusters Score -897402.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -897403.687500 Penalty: 1837.343872
	Iteration 73Q: 3 clusters Score -897403.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -897406.625000 Penalty: 1837.343872
	Iteration 74Q: 3 clusters Score -897406.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -897409.562500 Penalty: 1837.343872
	Iteration 75Q: 3 clusters Score -897409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -897409.125000 Penalty: 1837.343872
	Iteration 76Q: 3 clusters Score -897409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -897409.500000 Penalty: 1837.343872
	Iteration 77Q: 3 clusters Score -897409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -897409.125000 Penalty: 1837.343872
	Iteration 78Q: 3 clusters Score -897409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -897411.875000 Penalty: 1837.343872
	Iteration 79Q: 3 clusters Score -897411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -897412.062500 Penalty: 1837.343872
	Iteration 80F: 3 clusters Score -897412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -897412.312500 Penalty: 1837.343872
	Iteration 81Q: 3 clusters Score -897412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -897413.125000 Penalty: 1837.343872
	Iteration 82Q: 3 clusters Score -897413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -897413.625000 Penalty: 1837.343872
	Iteration 83Q: 3 clusters Score -897413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -897414.250000 Penalty: 1837.343872
	Iteration 84Q: 3 clusters Score -897414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -897415.562500 Penalty: 1837.343872
	Iteration 85Q: 3 clusters Score -897415.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -897418.812500 Penalty: 1837.343872
	Iteration 86Q: 3 clusters Score -897418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -897419.750000 Penalty: 1837.343872
	Iteration 87Q: 3 clusters Score -897419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -897418.812500 Penalty: 1837.343872
	Iteration 88Q: 3 clusters Score -897418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -897420.250000 Penalty: 1837.343872
	Iteration 89Q: 3 clusters Score -897420.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -897420.250000 Penalty: 1837.343872
	Iteration 90F: 3 clusters Score -897420.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -82974.039062 Penalty: 712.234680
	Iteration 0F: 2 clusters Score -82974.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -81386.734375 Penalty: 1424.469360
	Iteration 0F: 3 clusters Score -81386.73 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -81795.546875 Penalty: 1424.469360
	Iteration 1F: 3 clusters Score -81795.55 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -81880.718750 Penalty: 1424.469360
	Iteration 2F: 3 clusters Score -81880.72 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -81930.765625 Penalty: 1424.469360
	Iteration 3F: 3 clusters Score -81930.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -81967.000000 Penalty: 1424.469360
	Iteration 4Q: 3 clusters Score -81967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -82001.796875 Penalty: 1424.469360
	Iteration 5Q: 3 clusters Score -82001.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -82048.390625 Penalty: 1424.469360
	Iteration 6Q: 3 clusters Score -82048.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -82104.937500 Penalty: 1424.469360
	Iteration 7Q: 3 clusters Score -82104.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -82180.375000 Penalty: 1424.469360
	Iteration 8Q: 3 clusters Score -82180.38 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -82271.500000 Penalty: 1424.469360
	Iteration 9F: 3 clusters Score -82271.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82358.984375 Penalty: 1424.469360
	Iteration 10Q: 3 clusters Score -82358.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -82456.304688 Penalty: 1424.469360
	Iteration 11Q: 3 clusters Score -82456.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -82515.187500 Penalty: 1424.469360
	Iteration 12Q: 3 clusters Score -82515.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -82540.531250 Penalty: 1424.469360
	Iteration 13Q: 3 clusters Score -82540.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -82548.906250 Penalty: 1424.469360
	Iteration 14Q: 3 clusters Score -82548.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -82553.601562 Penalty: 1424.469360
	Iteration 15Q: 3 clusters Score -82553.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -82557.203125 Penalty: 1424.469360
	Iteration 16Q: 3 clusters Score -82557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82559.601562 Penalty: 1424.469360
	Iteration 17Q: 3 clusters Score -82559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82559.851562 Penalty: 1424.469360
	Iteration 18Q: 3 clusters Score -82559.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82559.851562 Penalty: 1424.469360
	Iteration 19F: 3 clusters Score -82559.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -248211.093750 Penalty: 800.528137
	Iteration 0F: 2 clusters Score -248211.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -244911.421875 Penalty: 1601.056274
	Iteration 0F: 3 clusters Score -244911.4 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -245960.250000 Penalty: 1601.056274
	Iteration 1F: 3 clusters Score -245960.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -246129.015625 Penalty: 1601.056274
	Iteration 2F: 3 clusters Score -246129 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -246268.687500 Penalty: 1601.056274
	Iteration 3F: 3 clusters Score -246268.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -246379.734375 Penalty: 1601.056274
	Iteration 4F: 3 clusters Score -246379.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -246472.765625 Penalty: 1601.056274
	Iteration 5Q: 3 clusters Score -246472.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -246570.343750 Penalty: 1601.056274
	Iteration 6Q: 3 clusters Score -246570.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -246659.296875 Penalty: 1601.056274
	Iteration 7Q: 3 clusters Score -246659.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -246734.000000 Penalty: 1601.056274
	Iteration 8Q: 3 clusters Score -246734 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -246810.921875 Penalty: 1601.056274
	Iteration 9Q: 3 clusters Score -246810.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -246878.812500 Penalty: 1601.056274
	Iteration 10Q: 3 clusters Score -246878.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -246928.968750 Penalty: 1601.056274
	Iteration 11Q: 3 clusters Score -246929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -246966.593750 Penalty: 1601.056274
	Iteration 12Q: 3 clusters Score -246966.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -247001.406250 Penalty: 1601.056274
	Iteration 13Q: 3 clusters Score -247001.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -247031.515625 Penalty: 1601.056274
	Iteration 14Q: 3 clusters Score -247031.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -247052.187500 Penalty: 1601.056274
	Iteration 15Q: 3 clusters Score -247052.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -247074.828125 Penalty: 1601.056274
	Iteration 16Q: 3 clusters Score -247074.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -247093.453125 Penalty: 1601.056274
	Iteration 17Q: 3 clusters Score -247093.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -247105.187500 Penalty: 1601.056274
	Iteration 18Q: 3 clusters Score -247105.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -247121.281250 Penalty: 1601.056274
	Iteration 19Q: 3 clusters Score -247121.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -247143.125000 Penalty: 1601.056274
	Iteration 20F: 3 clusters Score -247143.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -247167.234375 Penalty: 1601.056274
	Iteration 21Q: 3 clusters Score -247167.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -247193.921875 Penalty: 1601.056274
	Iteration 22Q: 3 clusters Score -247193.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -247220.765625 Penalty: 1601.056274
	Iteration 23Q: 3 clusters Score -247220.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -247241.578125 Penalty: 1601.056274
	Iteration 24Q: 3 clusters Score -247241.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -247259.046875 Penalty: 1601.056274
	Iteration 25Q: 3 clusters Score -247259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -247280.500000 Penalty: 1601.056274
	Iteration 26Q: 3 clusters Score -247280.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -247298.609375 Penalty: 1601.056274
	Iteration 27Q: 3 clusters Score -247298.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -247316.984375 Penalty: 1601.056274
	Iteration 28Q: 3 clusters Score -247317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -247333.265625 Penalty: 1601.056274
	Iteration 29Q: 3 clusters Score -247333.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -247348.046875 Penalty: 1601.056274
	Iteration 30Q: 3 clusters Score -247348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -247369.781250 Penalty: 1601.056274
	Iteration 31Q: 3 clusters Score -247369.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -247393.031250 Penalty: 1601.056274
	Iteration 32Q: 3 clusters Score -247393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -247415.453125 Penalty: 1601.056274
	Iteration 33Q: 3 clusters Score -247415.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -247432.062500 Penalty: 1601.056274
	Iteration 34Q: 3 clusters Score -247432.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -247444.234375 Penalty: 1601.056274
	Iteration 35Q: 3 clusters Score -247444.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -247460.968750 Penalty: 1601.056274
	Iteration 36Q: 3 clusters Score -247461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -247482.062500 Penalty: 1601.056274
	Iteration 37Q: 3 clusters Score -247482.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -247498.156250 Penalty: 1601.056274
	Iteration 38Q: 3 clusters Score -247498.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -247512.843750 Penalty: 1601.056274
	Iteration 39Q: 3 clusters Score -247512.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -247524.109375 Penalty: 1601.056274
	Iteration 40F: 3 clusters Score -247524.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -247536.296875 Penalty: 1601.056274
	Iteration 41Q: 3 clusters Score -247536.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -247548.328125 Penalty: 1601.056274
	Iteration 42Q: 3 clusters Score -247548.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -247556.484375 Penalty: 1601.056274
	Iteration 43Q: 3 clusters Score -247556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -247560.062500 Penalty: 1601.056274
	Iteration 44Q: 3 clusters Score -247560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -247565.843750 Penalty: 1601.056274
	Iteration 45Q: 3 clusters Score -247565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -247569.765625 Penalty: 1601.056274
	Iteration 46Q: 3 clusters Score -247569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -247572.531250 Penalty: 1601.056274
	Iteration 47Q: 3 clusters Score -247572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -247575.812500 Penalty: 1601.056274
	Iteration 48Q: 3 clusters Score -247575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -247578.718750 Penalty: 1601.056274
	Iteration 49Q: 3 clusters Score -247578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -247579.843750 Penalty: 1601.056274
	Iteration 50Q: 3 clusters Score -247579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -247580.843750 Penalty: 1601.056274
	Iteration 51Q: 3 clusters Score -247580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -247581.437500 Penalty: 1601.056274
	Iteration 52Q: 3 clusters Score -247581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -247581.468750 Penalty: 1601.056274
	Iteration 53Q: 3 clusters Score -247581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -247581.500000 Penalty: 1601.056274
	Iteration 54Q: 3 clusters Score -247581.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -247581.500000 Penalty: 1601.056274
	Iteration 55F: 3 clusters Score -247581.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Entering Unmasked Estep 
Score: -341011.718750 Penalty: 818.704590
	Iteration 0F: 2 clusters Score -341011.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -337084.281250 Penalty: 1637.409180
	Iteration 0F: 3 clusters Score -337084.3 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -338374.812500 Penalty: 1637.409180
	Iteration 1F: 3 clusters Score -338374.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -338523.500000 Penalty: 1637.409180
	Iteration 2F: 3 clusters Score -338523.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -338617.625000 Penalty: 1637.409180
	Iteration 3Q: 3 clusters Score -338617.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -338695.125000 Penalty: 1637.409180
	Iteration 4Q: 3 clusters Score -338695.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -338802.468750 Penalty: 1637.409180
	Iteration 5Q: 3 clusters Score -338802.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -338914.187500 Penalty: 1637.409180
	Iteration 6Q: 3 clusters Score -338914.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -339055.468750 Penalty: 1637.409180
	Iteration 7Q: 3 clusters Score -339055.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -339238.187500 Penalty: 1637.409180
	Iteration 8Q: 3 clusters Score -339238.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -339460.250000 Penalty: 1637.409180
	Iteration 9Q: 3 clusters Score -339460.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -339696.843750 Penalty: 1637.409180
	Iteration 10Q: 3 clusters Score -339696.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -339890.375000 Penalty: 1637.409180
	Iteration 11Q: 3 clusters Score -339890.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -340036.562500 Penalty: 1637.409180
	Iteration 12Q: 3 clusters Score -340036.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -340132.562500 Penalty: 1637.409180
	Iteration 13Q: 3 clusters Score -340132.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -340186.000000 Penalty: 1637.409180
	Iteration 14Q: 3 clusters Score -340186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -340222.687500 Penalty: 1637.409180
	Iteration 15Q: 3 clusters Score -340222.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -340248.437500 Penalty: 1637.409180
	Iteration 16Q: 3 clusters Score -340248.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -340260.250000 Penalty: 1637.409180
	Iteration 17Q: 3 clusters Score -340260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -340265.125000 Penalty: 1637.409180
	Iteration 18Q: 3 clusters Score -340265.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -340274.093750 Penalty: 1637.409180
	Iteration 19Q: 3 clusters Score -340274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -340281.500000 Penalty: 1637.409180
	Iteration 20F: 3 clusters Score -340281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -340283.968750 Penalty: 1637.409180
	Iteration 21Q: 3 clusters Score -340284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -340287.781250 Penalty: 1637.409180
	Iteration 22Q: 3 clusters Score -340287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -340291.000000 Penalty: 1637.409180
	Iteration 23Q: 3 clusters Score -340291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -340292.156250 Penalty: 1637.409180
	Iteration 24Q: 3 clusters Score -340292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -340292.156250 Penalty: 1637.409180
	Iteration 25F: 3 clusters Score -340292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -60121.796875 Penalty: 690.547424
	Iteration 0F: 2 clusters Score -60121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -58819.554688 Penalty: 1381.094849
	Iteration 0F: 3 clusters Score -58819.55 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -59232.136719 Penalty: 1381.094849
	Iteration 1F: 3 clusters Score -59232.14 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -59322.601562 Penalty: 1381.094849
	Iteration 2F: 3 clusters Score -59322.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -59371.792969 Penalty: 1381.094849
	Iteration 3Q: 3 clusters Score -59371.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -59417.554688 Penalty: 1381.094849
	Iteration 4Q: 3 clusters Score -59417.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -59457.941406 Penalty: 1381.094849
	Iteration 5Q: 3 clusters Score -59457.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -59504.089844 Penalty: 1381.094849
	Iteration 6Q: 3 clusters Score -59504.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -59554.433594 Penalty: 1381.094849
	Iteration 7Q: 3 clusters Score -59554.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -59589.167969 Penalty: 1381.094849
	Iteration 8Q: 3 clusters Score -59589.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -59628.023438 Penalty: 1381.094849
	Iteration 9Q: 3 clusters Score -59628.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -59651.156250 Penalty: 1381.094849
	Iteration 10Q: 3 clusters Score -59651.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -59675.968750 Penalty: 1381.094849
	Iteration 11Q: 3 clusters Score -59675.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -59704.300781 Penalty: 1381.094849
	Iteration 12Q: 3 clusters Score -59704.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -59724.988281 Penalty: 1381.094849
	Iteration 13Q: 3 clusters Score -59724.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -59751.753906 Penalty: 1381.094849
	Iteration 14Q: 3 clusters Score -59751.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -59775.011719 Penalty: 1381.094849
	Iteration 15Q: 3 clusters Score -59775.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -59784.617188 Penalty: 1381.094849
	Iteration 16Q: 3 clusters Score -59784.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -59790.339844 Penalty: 1381.094849
	Iteration 17Q: 3 clusters Score -59790.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -59795.000000 Penalty: 1381.094849
	Iteration 18Q: 3 clusters Score -59795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -59799.898438 Penalty: 1381.094849
	Iteration 19Q: 3 clusters Score -59799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -59802.773438 Penalty: 1381.094849
	Iteration 20F: 3 clusters Score -59802.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -59808.777344 Penalty: 1381.094849
	Iteration 21Q: 3 clusters Score -59808.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -59816.367188 Penalty: 1381.094849
	Iteration 22Q: 3 clusters Score -59816.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -59820.007812 Penalty: 1381.094849
	Iteration 23Q: 3 clusters Score -59820.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -59826.027344 Penalty: 1381.094849
	Iteration 24Q: 3 clusters Score -59826.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -59832.488281 Penalty: 1381.094849
	Iteration 25Q: 3 clusters Score -59832.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -59832.976562 Penalty: 1381.094849
	Iteration 26Q: 3 clusters Score -59832.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -59833.238281 Penalty: 1381.094849
	Iteration 27Q: 3 clusters Score -59833.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -59834.109375 Penalty: 1381.094849
	Iteration 28Q: 3 clusters Score -59834.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -59835.097656 Penalty: 1381.094849
	Iteration 29Q: 3 clusters Score -59835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -59836.468750 Penalty: 1381.094849
	Iteration 30Q: 3 clusters Score -59836.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -59837.320312 Penalty: 1381.094849
	Iteration 31Q: 3 clusters Score -59837.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -59837.320312 Penalty: 1381.094849
	Iteration 32F: 3 clusters Score -59837.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Entering Unmasked Estep 
Score: -455056.562500 Penalty: 870.737427
	Iteration 0F: 2 clusters Score -455056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -448589.906250 Penalty: 1741.474854
	Iteration 0F: 3 clusters Score -448589.9 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -450995.562500 Penalty: 1741.474854
	Iteration 1F: 3 clusters Score -450995.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -451395.218750 Penalty: 1741.474854
	Iteration 2F: 3 clusters Score -451395.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -451750.500000 Penalty: 1741.474854
	Iteration 3F: 3 clusters Score -451750.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -452096.375000 Penalty: 1741.474854
	Iteration 4F: 3 clusters Score -452096.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -452408.000000 Penalty: 1741.474854
	Iteration 5F: 3 clusters Score -452408 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -452654.593750 Penalty: 1741.474854
	Iteration 6F: 3 clusters Score -452654.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -452849.937500 Penalty: 1741.474854
	Iteration 7Q: 3 clusters Score -452849.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -452965.468750 Penalty: 1741.474854
	Iteration 8Q: 3 clusters Score -452965.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -453035.562500 Penalty: 1741.474854
	Iteration 9Q: 3 clusters Score -453035.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -453084.281250 Penalty: 1741.474854
	Iteration 10Q: 3 clusters Score -453084.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -453122.156250 Penalty: 1741.474854
	Iteration 11Q: 3 clusters Score -453122.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -453148.093750 Penalty: 1741.474854
	Iteration 12Q: 3 clusters Score -453148.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -453171.906250 Penalty: 1741.474854
	Iteration 13Q: 3 clusters Score -453171.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -453192.281250 Penalty: 1741.474854
	Iteration 14Q: 3 clusters Score -453192.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -453207.531250 Penalty: 1741.474854
	Iteration 15Q: 3 clusters Score -453207.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -453222.031250 Penalty: 1741.474854
	Iteration 16Q: 3 clusters Score -453222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -453233.937500 Penalty: 1741.474854
	Iteration 17Q: 3 clusters Score -453233.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -453242.375000 Penalty: 1741.474854
	Iteration 18Q: 3 clusters Score -453242.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -453248.343750 Penalty: 1741.474854
	Iteration 19Q: 3 clusters Score -453248.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -453255.687500 Penalty: 1741.474854
	Iteration 20F: 3 clusters Score -453255.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -453261.093750 Penalty: 1741.474854
	Iteration 21Q: 3 clusters Score -453261.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -453266.500000 Penalty: 1741.474854
	Iteration 22Q: 3 clusters Score -453266.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -453274.718750 Penalty: 1741.474854
	Iteration 23Q: 3 clusters Score -453274.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -453278.312500 Penalty: 1741.474854
	Iteration 24Q: 3 clusters Score -453278.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -453283.656250 Penalty: 1741.474854
	Iteration 25Q: 3 clusters Score -453283.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -453289.437500 Penalty: 1741.474854
	Iteration 26Q: 3 clusters Score -453289.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -453296.406250 Penalty: 1741.474854
	Iteration 27Q: 3 clusters Score -453296.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -453301.281250 Penalty: 1741.474854
	Iteration 28Q: 3 clusters Score -453301.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -453304.968750 Penalty: 1741.474854
	Iteration 29Q: 3 clusters Score -453305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -453305.812500 Penalty: 1741.474854
	Iteration 30Q: 3 clusters Score -453305.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -453309.968750 Penalty: 1741.474854
	Iteration 31Q: 3 clusters Score -453310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -453312.656250 Penalty: 1741.474854
	Iteration 32Q: 3 clusters Score -453312.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -453315.843750 Penalty: 1741.474854
	Iteration 33Q: 3 clusters Score -453315.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -453318.562500 Penalty: 1741.474854
	Iteration 34Q: 3 clusters Score -453318.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -453320.843750 Penalty: 1741.474854
	Iteration 35Q: 3 clusters Score -453320.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -453324.500000 Penalty: 1741.474854
	Iteration 36Q: 3 clusters Score -453324.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -453329.031250 Penalty: 1741.474854
	Iteration 37Q: 3 clusters Score -453329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -453332.312500 Penalty: 1741.474854
	Iteration 38Q: 3 clusters Score -453332.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -453337.125000 Penalty: 1741.474854
	Iteration 39Q: 3 clusters Score -453337.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -453346.875000 Penalty: 1741.474854
	Iteration 40F: 3 clusters Score -453346.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -453355.625000 Penalty: 1741.474854
	Iteration 41Q: 3 clusters Score -453355.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -453362.156250 Penalty: 1741.474854
	Iteration 42Q: 3 clusters Score -453362.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -453370.218750 Penalty: 1741.474854
	Iteration 43Q: 3 clusters Score -453370.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -453387.656250 Penalty: 1741.474854
	Iteration 44Q: 3 clusters Score -453387.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -453417.468750 Penalty: 1741.474854
	Iteration 45Q: 3 clusters Score -453417.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -453442.500000 Penalty: 1741.474854
	Iteration 46Q: 3 clusters Score -453442.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -453457.468750 Penalty: 1741.474854
	Iteration 47Q: 3 clusters Score -453457.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -453472.031250 Penalty: 1741.474854
	Iteration 48Q: 3 clusters Score -453472 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -453487.468750 Penalty: 1741.474854
	Iteration 49Q: 3 clusters Score -453487.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -453500.812500 Penalty: 1741.474854
	Iteration 50Q: 3 clusters Score -453500.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -453508.218750 Penalty: 1741.474854
	Iteration 51Q: 3 clusters Score -453508.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -453514.312500 Penalty: 1741.474854
	Iteration 52Q: 3 clusters Score -453514.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -453521.156250 Penalty: 1741.474854
	Iteration 53Q: 3 clusters Score -453521.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -453531.000000 Penalty: 1741.474854
	Iteration 54Q: 3 clusters Score -453531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -453537.375000 Penalty: 1741.474854
	Iteration 55Q: 3 clusters Score -453537.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -453542.875000 Penalty: 1741.474854
	Iteration 56Q: 3 clusters Score -453542.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -453548.500000 Penalty: 1741.474854
	Iteration 57Q: 3 clusters Score -453548.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -453553.906250 Penalty: 1741.474854
	Iteration 58Q: 3 clusters Score -453553.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -453558.156250 Penalty: 1741.474854
	Iteration 59Q: 3 clusters Score -453558.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -453562.468750 Penalty: 1741.474854
	Iteration 60F: 3 clusters Score -453562.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -453565.187500 Penalty: 1741.474854
	Iteration 61Q: 3 clusters Score -453565.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -453567.468750 Penalty: 1741.474854
	Iteration 62Q: 3 clusters Score -453567.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -453571.500000 Penalty: 1741.474854
	Iteration 63Q: 3 clusters Score -453571.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -453572.968750 Penalty: 1741.474854
	Iteration 64Q: 3 clusters Score -453573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -453576.000000 Penalty: 1741.474854
	Iteration 65Q: 3 clusters Score -453576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -453578.312500 Penalty: 1741.474854
	Iteration 66Q: 3 clusters Score -453578.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -453583.250000 Penalty: 1741.474854
	Iteration 67Q: 3 clusters Score -453583.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -453584.843750 Penalty: 1741.474854
	Iteration 68Q: 3 clusters Score -453584.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -453586.875000 Penalty: 1741.474854
	Iteration 69Q: 3 clusters Score -453586.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -453588.156250 Penalty: 1741.474854
	Iteration 70Q: 3 clusters Score -453588.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -453588.218750 Penalty: 1741.474854
	Iteration 71Q: 3 clusters Score -453588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -453589.218750 Penalty: 1741.474854
	Iteration 72Q: 3 clusters Score -453589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -453589.812500 Penalty: 1741.474854
	Iteration 73Q: 3 clusters Score -453589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -453590.312500 Penalty: 1741.474854
	Iteration 74Q: 3 clusters Score -453590.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -453590.281250 Penalty: 1741.474854
	Iteration 75Q: 3 clusters Score -453590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -453590.281250 Penalty: 1741.474854
	Iteration 76F: 3 clusters Score -453590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -280093.875000 Penalty: 820.794434
	Iteration 0F: 2 clusters Score -280093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -276085.687500 Penalty: 1641.588867
	Iteration 0F: 3 clusters Score -276085.7 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -277728.187500 Penalty: 1641.588867
	Iteration 1F: 3 clusters Score -277728.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -278226.625000 Penalty: 1641.588867
	Iteration 2F: 3 clusters Score -278226.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -278601.406250 Penalty: 1641.588867
	Iteration 3F: 3 clusters Score -278601.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -278940.312500 Penalty: 1641.588867
	Iteration 4F: 3 clusters Score -278940.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -279238.781250 Penalty: 1641.588867
	Iteration 5F: 3 clusters Score -279238.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -279469.218750 Penalty: 1641.588867
	Iteration 6F: 3 clusters Score -279469.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -279645.593750 Penalty: 1641.588867
	Iteration 7Q: 3 clusters Score -279645.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -279769.343750 Penalty: 1641.588867
	Iteration 8Q: 3 clusters Score -279769.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -279860.343750 Penalty: 1641.588867
	Iteration 9Q: 3 clusters Score -279860.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -279915.375000 Penalty: 1641.588867
	Iteration 10Q: 3 clusters Score -279915.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -279957.187500 Penalty: 1641.588867
	Iteration 11Q: 3 clusters Score -279957.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -279978.812500 Penalty: 1641.588867
	Iteration 12Q: 3 clusters Score -279978.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -279997.062500 Penalty: 1641.588867
	Iteration 13Q: 3 clusters Score -279997.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -280008.406250 Penalty: 1641.588867
	Iteration 14Q: 3 clusters Score -280008.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -280022.656250 Penalty: 1641.588867
	Iteration 15Q: 3 clusters Score -280022.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -280034.656250 Penalty: 1641.588867
	Iteration 16Q: 3 clusters Score -280034.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -280046.218750 Penalty: 1641.588867
	Iteration 17Q: 3 clusters Score -280046.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -280054.593750 Penalty: 1641.588867
	Iteration 18Q: 3 clusters Score -280054.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -280059.375000 Penalty: 1641.588867
	Iteration 19Q: 3 clusters Score -280059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -280062.062500 Penalty: 1641.588867
	Iteration 20F: 3 clusters Score -280062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -280066.218750 Penalty: 1641.588867
	Iteration 21Q: 3 clusters Score -280066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -280068.843750 Penalty: 1641.588867
	Iteration 22Q: 3 clusters Score -280068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -280070.250000 Penalty: 1641.588867
	Iteration 23Q: 3 clusters Score -280070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -280070.687500 Penalty: 1641.588867
	Iteration 24Q: 3 clusters Score -280070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -280071.281250 Penalty: 1641.588867
	Iteration 25Q: 3 clusters Score -280071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -280071.375000 Penalty: 1641.588867
	Iteration 26Q: 3 clusters Score -280071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -280072.718750 Penalty: 1641.588867
	Iteration 27Q: 3 clusters Score -280072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -280073.156250 Penalty: 1641.588867
	Iteration 28Q: 3 clusters Score -280073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -280073.343750 Penalty: 1641.588867
	Iteration 29Q: 3 clusters Score -280073.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -280073.250000 Penalty: 1641.588867
	Iteration 30Q: 3 clusters Score -280073.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -280073.250000 Penalty: 1641.588867
	Iteration 31F: 3 clusters Score -280073.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -154230.906250 Penalty: 745.277344
	Iteration 0F: 2 clusters Score -154230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -152156.968750 Penalty: 1490.554688
	Iteration 0F: 3 clusters Score -152157 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -152736.421875 Penalty: 1490.554688
	Iteration 1F: 3 clusters Score -152736.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -152824.296875 Penalty: 1490.554688
	Iteration 2F: 3 clusters Score -152824.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -152892.250000 Penalty: 1490.554688
	Iteration 3F: 3 clusters Score -152892.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -152944.796875 Penalty: 1490.554688
	Iteration 4Q: 3 clusters Score -152944.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -152994.515625 Penalty: 1490.554688
	Iteration 5Q: 3 clusters Score -152994.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -153053.000000 Penalty: 1490.554688
	Iteration 6Q: 3 clusters Score -153053 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -153110.203125 Penalty: 1490.554688
	Iteration 7Q: 3 clusters Score -153110.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -153169.500000 Penalty: 1490.554688
	Iteration 8Q: 3 clusters Score -153169.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -153234.046875 Penalty: 1490.554688
	Iteration 9Q: 3 clusters Score -153234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -153315.187500 Penalty: 1490.554688
	Iteration 10Q: 3 clusters Score -153315.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -153394.171875 Penalty: 1490.554688
	Iteration 11Q: 3 clusters Score -153394.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -153475.328125 Penalty: 1490.554688
	Iteration 12Q: 3 clusters Score -153475.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153552.234375 Penalty: 1490.554688
	Iteration 13Q: 3 clusters Score -153552.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153606.109375 Penalty: 1490.554688
	Iteration 14Q: 3 clusters Score -153606.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -153630.000000 Penalty: 1490.554688
	Iteration 15Q: 3 clusters Score -153630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -153645.187500 Penalty: 1490.554688
	Iteration 16Q: 3 clusters Score -153645.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -153656.562500 Penalty: 1490.554688
	Iteration 17Q: 3 clusters Score -153656.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -153662.734375 Penalty: 1490.554688
	Iteration 18Q: 3 clusters Score -153662.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153666.515625 Penalty: 1490.554688
	Iteration 19Q: 3 clusters Score -153666.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -153670.765625 Penalty: 1490.554688
	Iteration 20F: 3 clusters Score -153670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -153671.843750 Penalty: 1490.554688
	Iteration 21Q: 3 clusters Score -153671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153672.000000 Penalty: 1490.554688
	Iteration 22Q: 3 clusters Score -153672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153672.000000 Penalty: 1490.554688
	Iteration 23F: 3 clusters Score -153672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -85301.671875 Penalty: 695.638489
	Iteration 0F: 2 clusters Score -85301.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -83875.046875 Penalty: 1391.276978
	Iteration 0F: 3 clusters Score -83875.05 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -84170.937500 Penalty: 1391.276978
	Iteration 1F: 3 clusters Score -84170.94 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -84234.046875 Penalty: 1391.276978
	Iteration 2F: 3 clusters Score -84234.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -84274.585938 Penalty: 1391.276978
	Iteration 3Q: 3 clusters Score -84274.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -84305.406250 Penalty: 1391.276978
	Iteration 4Q: 3 clusters Score -84305.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -84323.039062 Penalty: 1391.276978
	Iteration 5Q: 3 clusters Score -84323.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -84338.710938 Penalty: 1391.276978
	Iteration 6Q: 3 clusters Score -84338.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -84358.320312 Penalty: 1391.276978
	Iteration 7Q: 3 clusters Score -84358.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -84376.937500 Penalty: 1391.276978
	Iteration 8Q: 3 clusters Score -84376.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -84391.351562 Penalty: 1391.276978
	Iteration 9Q: 3 clusters Score -84391.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -84399.695312 Penalty: 1391.276978
	Iteration 10Q: 3 clusters Score -84399.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -84413.218750 Penalty: 1391.276978
	Iteration 11Q: 3 clusters Score -84413.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -84426.273438 Penalty: 1391.276978
	Iteration 12Q: 3 clusters Score -84426.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -84430.960938 Penalty: 1391.276978
	Iteration 13Q: 3 clusters Score -84430.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -84436.929688 Penalty: 1391.276978
	Iteration 14Q: 3 clusters Score -84436.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -84443.343750 Penalty: 1391.276978
	Iteration 15Q: 3 clusters Score -84443.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -84448.187500 Penalty: 1391.276978
	Iteration 16Q: 3 clusters Score -84448.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -84455.875000 Penalty: 1391.276978
	Iteration 17Q: 3 clusters Score -84455.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -84460.562500 Penalty: 1391.276978
	Iteration 18Q: 3 clusters Score -84460.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -84465.039062 Penalty: 1391.276978
	Iteration 19Q: 3 clusters Score -84465.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -84474.398438 Penalty: 1391.276978
	Iteration 20F: 3 clusters Score -84474.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -84480.132812 Penalty: 1391.276978
	Iteration 21Q: 3 clusters Score -84480.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -84484.765625 Penalty: 1391.276978
	Iteration 22Q: 3 clusters Score -84484.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -84487.414062 Penalty: 1391.276978
	Iteration 23Q: 3 clusters Score -84487.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -84492.492188 Penalty: 1391.276978
	Iteration 24Q: 3 clusters Score -84492.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -84496.328125 Penalty: 1391.276978
	Iteration 25Q: 3 clusters Score -84496.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -84502.320312 Penalty: 1391.276978
	Iteration 26Q: 3 clusters Score -84502.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -84509.062500 Penalty: 1391.276978
	Iteration 27Q: 3 clusters Score -84509.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -84513.101562 Penalty: 1391.276978
	Iteration 28Q: 3 clusters Score -84513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -84518.648438 Penalty: 1391.276978
	Iteration 29Q: 3 clusters Score -84518.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -84526.312500 Penalty: 1391.276978
	Iteration 30Q: 3 clusters Score -84526.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -84531.601562 Penalty: 1391.276978
	Iteration 31Q: 3 clusters Score -84531.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -84538.437500 Penalty: 1391.276978
	Iteration 32Q: 3 clusters Score -84538.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -84544.546875 Penalty: 1391.276978
	Iteration 33Q: 3 clusters Score -84544.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -84549.726562 Penalty: 1391.276978
	Iteration 34Q: 3 clusters Score -84549.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -84557.789062 Penalty: 1391.276978
	Iteration 35Q: 3 clusters Score -84557.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -84566.640625 Penalty: 1391.276978
	Iteration 36Q: 3 clusters Score -84566.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -84572.320312 Penalty: 1391.276978
	Iteration 37Q: 3 clusters Score -84572.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -84575.828125 Penalty: 1391.276978
	Iteration 38Q: 3 clusters Score -84575.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -84579.164062 Penalty: 1391.276978
	Iteration 39Q: 3 clusters Score -84579.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -84580.929688 Penalty: 1391.276978
	Iteration 40F: 3 clusters Score -84580.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -84581.421875 Penalty: 1391.276978
	Iteration 41Q: 3 clusters Score -84581.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -84583.437500 Penalty: 1391.276978
	Iteration 42Q: 3 clusters Score -84583.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -84588.335938 Penalty: 1391.276978
	Iteration 43Q: 3 clusters Score -84588.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -84595.851562 Penalty: 1391.276978
	Iteration 44Q: 3 clusters Score -84595.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -84607.031250 Penalty: 1391.276978
	Iteration 45Q: 3 clusters Score -84607.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -84618.007812 Penalty: 1391.276978
	Iteration 46Q: 3 clusters Score -84618.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -84629.554688 Penalty: 1391.276978
	Iteration 47Q: 3 clusters Score -84629.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -84637.000000 Penalty: 1391.276978
	Iteration 48Q: 3 clusters Score -84637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -84645.734375 Penalty: 1391.276978
	Iteration 49Q: 3 clusters Score -84645.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -84659.851562 Penalty: 1391.276978
	Iteration 50Q: 3 clusters Score -84659.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -84672.281250 Penalty: 1391.276978
	Iteration 51Q: 3 clusters Score -84672.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -84679.726562 Penalty: 1391.276978
	Iteration 52Q: 3 clusters Score -84679.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -84687.640625 Penalty: 1391.276978
	Iteration 53Q: 3 clusters Score -84687.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -84694.687500 Penalty: 1391.276978
	Iteration 54Q: 3 clusters Score -84694.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -84698.437500 Penalty: 1391.276978
	Iteration 55Q: 3 clusters Score -84698.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -84704.773438 Penalty: 1391.276978
	Iteration 56Q: 3 clusters Score -84704.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -84708.164062 Penalty: 1391.276978
	Iteration 57Q: 3 clusters Score -84708.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -84711.437500 Penalty: 1391.276978
	Iteration 58Q: 3 clusters Score -84711.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -84712.492188 Penalty: 1391.276978
	Iteration 59Q: 3 clusters Score -84712.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -84714.140625 Penalty: 1391.276978
	Iteration 60F: 3 clusters Score -84714.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -84715.093750 Penalty: 1391.276978
	Iteration 61Q: 3 clusters Score -84715.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -84716.171875 Penalty: 1391.276978
	Iteration 62Q: 3 clusters Score -84716.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -84717.679688 Penalty: 1391.276978
	Iteration 63Q: 3 clusters Score -84717.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -84717.679688 Penalty: 1391.276978
	Iteration 64F: 3 clusters Score -84717.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -83433.820312 Penalty: 701.005798
	Iteration 0F: 2 clusters Score -83433.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -81989.742188 Penalty: 1402.011597
	Iteration 0F: 3 clusters Score -81989.74 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -82354.335938 Penalty: 1402.011597
	Iteration 1F: 3 clusters Score -82354.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -82449.914062 Penalty: 1402.011597
	Iteration 2F: 3 clusters Score -82449.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -82525.375000 Penalty: 1402.011597
	Iteration 3F: 3 clusters Score -82525.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -82607.203125 Penalty: 1402.011597
	Iteration 4F: 3 clusters Score -82607.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -82685.570312 Penalty: 1402.011597
	Iteration 5Q: 3 clusters Score -82685.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82766.046875 Penalty: 1402.011597
	Iteration 6Q: 3 clusters Score -82766.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82854.859375 Penalty: 1402.011597
	Iteration 7Q: 3 clusters Score -82854.86 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -82929.585938 Penalty: 1402.011597
	Iteration 8Q: 3 clusters Score -82929.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82992.101562 Penalty: 1402.011597
	Iteration 9Q: 3 clusters Score -82992.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83041.132812 Penalty: 1402.011597
	Iteration 10Q: 3 clusters Score -83041.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83097.453125 Penalty: 1402.011597
	Iteration 11Q: 3 clusters Score -83097.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83147.359375 Penalty: 1402.011597
	Iteration 12Q: 3 clusters Score -83147.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83177.507812 Penalty: 1402.011597
	Iteration 13Q: 3 clusters Score -83177.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83200.875000 Penalty: 1402.011597
	Iteration 14Q: 3 clusters Score -83200.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83243.500000 Penalty: 1402.011597
	Iteration 15Q: 3 clusters Score -83243.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83279.875000 Penalty: 1402.011597
	Iteration 16Q: 3 clusters Score -83279.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83320.531250 Penalty: 1402.011597
	Iteration 17Q: 3 clusters Score -83320.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83342.039062 Penalty: 1402.011597
	Iteration 18Q: 3 clusters Score -83342.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83353.671875 Penalty: 1402.011597
	Iteration 19Q: 3 clusters Score -83353.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83356.921875 Penalty: 1402.011597
	Iteration 20F: 3 clusters Score -83356.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83357.859375 Penalty: 1402.011597
	Iteration 21Q: 3 clusters Score -83357.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83357.859375 Penalty: 1402.011597
	Iteration 22F: 3 clusters Score -83357.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Entering Unmasked Estep 
Score: -1173027.250000 Penalty: 961.316711
	Iteration 0F: 2 clusters Score -1173027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1156481.500000 Penalty: 1922.633423
	Iteration 0F: 3 clusters Score -1156482 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1163744.875000 Penalty: 1922.633423
	Iteration 1F: 3 clusters Score -1163745 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1164762.875000 Penalty: 1922.633423
	Iteration 2F: 3 clusters Score -1164763 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1165787.625000 Penalty: 1922.633423
	Iteration 3F: 3 clusters Score -1165788 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1166641.625000 Penalty: 1922.633423
	Iteration 4F: 3 clusters Score -1166642 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1167269.625000 Penalty: 1922.633423
	Iteration 5F: 3 clusters Score -1167270 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1167639.875000 Penalty: 1922.633423
	Iteration 6Q: 3 clusters Score -1167640 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1167879.000000 Penalty: 1922.633423
	Iteration 7Q: 3 clusters Score -1167879 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1168069.250000 Penalty: 1922.633423
	Iteration 8Q: 3 clusters Score -1168069 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1168210.250000 Penalty: 1922.633423
	Iteration 9Q: 3 clusters Score -1168210 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1168326.250000 Penalty: 1922.633423
	Iteration 10Q: 3 clusters Score -1168326 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1168412.125000 Penalty: 1922.633423
	Iteration 11Q: 3 clusters Score -1168412 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1168513.500000 Penalty: 1922.633423
	Iteration 12Q: 3 clusters Score -1168514 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1168596.750000 Penalty: 1922.633423
	Iteration 13Q: 3 clusters Score -1168597 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1168686.250000 Penalty: 1922.633423
	Iteration 14Q: 3 clusters Score -1168686 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1168807.500000 Penalty: 1922.633423
	Iteration 15Q: 3 clusters Score -1168808 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1168916.750000 Penalty: 1922.633423
	Iteration 16Q: 3 clusters Score -1168917 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1169027.250000 Penalty: 1922.633423
	Iteration 17Q: 3 clusters Score -1169027 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1169138.750000 Penalty: 1922.633423
	Iteration 18Q: 3 clusters Score -1169139 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1169241.625000 Penalty: 1922.633423
	Iteration 19Q: 3 clusters Score -1169242 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1169343.500000 Penalty: 1922.633423
	Iteration 20F: 3 clusters Score -1169344 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1169447.750000 Penalty: 1922.633423
	Iteration 21Q: 3 clusters Score -1169448 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1169535.375000 Penalty: 1922.633423
	Iteration 22Q: 3 clusters Score -1169535 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1169609.000000 Penalty: 1922.633423
	Iteration 23Q: 3 clusters Score -1169609 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1169683.125000 Penalty: 1922.633423
	Iteration 24Q: 3 clusters Score -1169683 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1169766.750000 Penalty: 1922.633423
	Iteration 25Q: 3 clusters Score -1169767 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1169864.750000 Penalty: 1922.633423
	Iteration 26Q: 3 clusters Score -1169865 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1169977.250000 Penalty: 1922.633423
	Iteration 27Q: 3 clusters Score -1169977 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1170084.750000 Penalty: 1922.633423
	Iteration 28Q: 3 clusters Score -1170085 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1170193.375000 Penalty: 1922.633423
	Iteration 29Q: 3 clusters Score -1170193 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1170293.375000 Penalty: 1922.633423
	Iteration 30Q: 3 clusters Score -1170293 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -1170377.000000 Penalty: 1922.633423
	Iteration 31Q: 3 clusters Score -1170377 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1170469.125000 Penalty: 1922.633423
	Iteration 32Q: 3 clusters Score -1170469 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -1170567.000000 Penalty: 1922.633423
	Iteration 33Q: 3 clusters Score -1170567 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1170660.125000 Penalty: 1922.633423
	Iteration 34Q: 3 clusters Score -1170660 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -1170761.625000 Penalty: 1922.633423
	Iteration 35Q: 3 clusters Score -1170762 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -1170866.750000 Penalty: 1922.633423
	Iteration 36Q: 3 clusters Score -1170867 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -1170976.375000 Penalty: 1922.633423
	Iteration 37Q: 3 clusters Score -1170976 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -1171074.000000 Penalty: 1922.633423
	Iteration 38Q: 3 clusters Score -1171074 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -1171162.750000 Penalty: 1922.633423
	Iteration 39Q: 3 clusters Score -1171163 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1171249.875000 Penalty: 1922.633423
	Iteration 40F: 3 clusters Score -1171250 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -1171342.875000 Penalty: 1922.633423
	Iteration 41Q: 3 clusters Score -1171343 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -1171435.500000 Penalty: 1922.633423
	Iteration 42Q: 3 clusters Score -1171436 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -1171538.875000 Penalty: 1922.633423
	Iteration 43Q: 3 clusters Score -1171539 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -1171646.250000 Penalty: 1922.633423
	Iteration 44Q: 3 clusters Score -1171646 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -1171754.875000 Penalty: 1922.633423
	Iteration 45Q: 3 clusters Score -1171755 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -1171838.875000 Penalty: 1922.633423
	Iteration 46Q: 3 clusters Score -1171839 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -1171911.500000 Penalty: 1922.633423
	Iteration 47Q: 3 clusters Score -1171912 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -1171990.000000 Penalty: 1922.633423
	Iteration 48Q: 3 clusters Score -1171990 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -1172054.125000 Penalty: 1922.633423
	Iteration 49Q: 3 clusters Score -1172054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -1172109.875000 Penalty: 1922.633423
	Iteration 50Q: 3 clusters Score -1172110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -1172160.875000 Penalty: 1922.633423
	Iteration 51Q: 3 clusters Score -1172161 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1172205.000000 Penalty: 1922.633423
	Iteration 52Q: 3 clusters Score -1172205 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -1172264.875000 Penalty: 1922.633423
	Iteration 53Q: 3 clusters Score -1172265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -1172328.500000 Penalty: 1922.633423
	Iteration 54Q: 3 clusters Score -1172328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -1172396.000000 Penalty: 1922.633423
	Iteration 55Q: 3 clusters Score -1172396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -1172439.625000 Penalty: 1922.633423
	Iteration 56Q: 3 clusters Score -1172440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -1172476.500000 Penalty: 1922.633423
	Iteration 57Q: 3 clusters Score -1172476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -1172509.375000 Penalty: 1922.633423
	Iteration 58Q: 3 clusters Score -1172509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -1172538.500000 Penalty: 1922.633423
	Iteration 59Q: 3 clusters Score -1172538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -1172555.625000 Penalty: 1922.633423
	Iteration 60F: 3 clusters Score -1172556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -1172563.625000 Penalty: 1922.633423
	Iteration 61Q: 3 clusters Score -1172564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -1172575.500000 Penalty: 1922.633423
	Iteration 62Q: 3 clusters Score -1172576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -1172585.500000 Penalty: 1922.633423
	Iteration 63Q: 3 clusters Score -1172586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -1172596.750000 Penalty: 1922.633423
	Iteration 64Q: 3 clusters Score -1172597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -1172603.250000 Penalty: 1922.633423
	Iteration 65Q: 3 clusters Score -1172603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -1172604.750000 Penalty: 1922.633423
	Iteration 66Q: 3 clusters Score -1172605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -1172610.375000 Penalty: 1922.633423
	Iteration 67Q: 3 clusters Score -1172610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -1172613.750000 Penalty: 1922.633423
	Iteration 68Q: 3 clusters Score -1172614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -1172621.250000 Penalty: 1922.633423
	Iteration 69Q: 3 clusters Score -1172621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -1172624.125000 Penalty: 1922.633423
	Iteration 70Q: 3 clusters Score -1172624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -1172627.500000 Penalty: 1922.633423
	Iteration 71Q: 3 clusters Score -1172628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -1172626.750000 Penalty: 1922.633423
	Iteration 72Q: 3 clusters Score -1172627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -1172628.125000 Penalty: 1922.633423
	Iteration 73Q: 3 clusters Score -1172628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -1172629.375000 Penalty: 1922.633423
	Iteration 74Q: 3 clusters Score -1172629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -1172628.625000 Penalty: 1922.633423
	Iteration 75Q: 3 clusters Score -1172629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -1172630.875000 Penalty: 1922.633423
	Iteration 76Q: 3 clusters Score -1172631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -1172630.000000 Penalty: 1922.633423
	Iteration 77Q: 3 clusters Score -1172630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -1172633.125000 Penalty: 1922.633423
	Iteration 78Q: 3 clusters Score -1172633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -1172633.875000 Penalty: 1922.633423
	Iteration 79Q: 3 clusters Score -1172634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -1172634.000000 Penalty: 1922.633423
	Iteration 80F: 3 clusters Score -1172634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1172633.625000 Penalty: 1922.633423
	Iteration 81Q: 3 clusters Score -1172634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1172633.625000 Penalty: 1922.633423
	Iteration 82F: 3 clusters Score -1172634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41148 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73406 members 
Mstep: Class 6 contains 284310 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 137452 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 14066 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9215 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5530 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9563 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1602 members 
Mstep: Class 29 contains 24813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630004.000000 Penalty: 35938.746094
Iteration 159Q: 29 clusters Score -3.863e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41122 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 5 contains 73410 members 
Mstep: Class 6 contains 284313 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 137451 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 14069 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9220 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5528 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9566 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1602 members 
Mstep: Class 29 contains 24815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630004.000000 Penalty: 35938.746094
Iteration 160F: 29 clusters Score -3.863e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41100 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 5 contains 73413 members 
Mstep: Class 6 contains 284332 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 137448 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 14073 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9220 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9568 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 1603 members 
Mstep: Class 29 contains 24816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630052.000000 Penalty: 35938.746094
Iteration 161Q: 29 clusters Score -3.863005e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41076 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 5 contains 73413 members 
Mstep: Class 6 contains 284352 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 137449 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 14073 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9221 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5518 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9569 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 1604 members 
Mstep: Class 29 contains 24817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630044.000000 Penalty: 35938.746094
Iteration 162Q: 29 clusters Score -3.863004e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41059 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 5 contains 73411 members 
Mstep: Class 6 contains 284360 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 137449 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 14073 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9223 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 5518 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1516 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 24820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630036.000000 Penalty: 35938.746094
Iteration 163Q: 29 clusters Score -3.863004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41046 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 5 contains 73414 members 
Mstep: Class 6 contains 284366 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 137447 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6331 members 
Mstep: Class 11 contains 14074 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 34916 members 
Mstep: Class 15 contains 9226 members 
Mstep: Class 16 contains 24911 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1518 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 24821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630000.000000 Penalty: 35938.746094
Iteration 164Q: 29 clusters Score -3.863e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73414 members 
Mstep: Class 6 contains 284374 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 137448 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 14071 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34916 members 
Mstep: Class 15 contains 9230 members 
Mstep: Class 16 contains 24911 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5516 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1523 members 
Mstep: Class 28 contains 1607 members 
Mstep: Class 29 contains 24824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629984.000000 Penalty: 35938.746094
Iteration 165Q: 29 clusters Score -3.862998e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41011 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73415 members 
Mstep: Class 6 contains 284385 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 137446 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6331 members 
Mstep: Class 11 contains 14073 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34914 members 
Mstep: Class 15 contains 9232 members 
Mstep: Class 16 contains 24911 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 24827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630008.000000 Penalty: 35938.746094
Iteration 166Q: 29 clusters Score -3.863001e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40990 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73416 members 
Mstep: Class 6 contains 284400 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 137443 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 14074 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34913 members 
Mstep: Class 15 contains 9232 members 
Mstep: Class 16 contains 24910 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5513 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1532 members 
Mstep: Class 28 contains 1609 members 
Mstep: Class 29 contains 24831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630000.000000 Penalty: 35938.746094
Iteration 167Q: 29 clusters Score -3.863e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40968 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73416 members 
Mstep: Class 6 contains 284424 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 137441 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 14076 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34912 members 
Mstep: Class 15 contains 9232 members 
Mstep: Class 16 contains 24908 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5505 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 1610 members 
Mstep: Class 29 contains 24835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629988.000000 Penalty: 35938.746094
Iteration 168Q: 29 clusters Score -3.862999e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40957 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73418 members 
Mstep: Class 6 contains 284436 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137439 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 14076 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34912 members 
Mstep: Class 15 contains 9233 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1547 members 
Mstep: Class 28 contains 1610 members 
Mstep: Class 29 contains 24837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629984.000000 Penalty: 35938.746094
Iteration 169Q: 29 clusters Score -3.862998e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40941 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73418 members 
Mstep: Class 6 contains 284449 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137436 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34911 members 
Mstep: Class 15 contains 9235 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5499 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1551 members 
Mstep: Class 28 contains 1611 members 
Mstep: Class 29 contains 24838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630000.000000 Penalty: 35938.746094
Iteration 170Q: 29 clusters Score -3.863e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40923 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73418 members 
Mstep: Class 6 contains 284469 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137433 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 14074 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34910 members 
Mstep: Class 15 contains 9236 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9573 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1612 members 
Mstep: Class 29 contains 24842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629996.000000 Penalty: 35938.746094
Iteration 171Q: 29 clusters Score -3.863e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40908 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73421 members 
Mstep: Class 6 contains 284474 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137434 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34909 members 
Mstep: Class 15 contains 9237 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9577 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1612 members 
Mstep: Class 29 contains 24843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630024.000000 Penalty: 35938.746094
Iteration 172Q: 29 clusters Score -3.863002e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40891 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73422 members 
Mstep: Class 6 contains 284486 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137432 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34911 members 
Mstep: Class 15 contains 9238 members 
Mstep: Class 16 contains 24908 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1612 members 
Mstep: Class 29 contains 24846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629980.000000 Penalty: 35938.746094
Iteration 173Q: 29 clusters Score -3.862998e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40876 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73426 members 
Mstep: Class 6 contains 284500 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137432 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 14080 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34911 members 
Mstep: Class 15 contains 9239 members 
Mstep: Class 16 contains 24908 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 5652 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1612 members 
Mstep: Class 29 contains 24846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630000.000000 Penalty: 35938.746094
Iteration 174Q: 29 clusters Score -3.863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40867 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73428 members 
Mstep: Class 6 contains 284508 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137432 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6322 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34912 members 
Mstep: Class 15 contains 9239 members 
Mstep: Class 16 contains 24908 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5478 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 5652 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1612 members 
Mstep: Class 29 contains 24848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629976.000000 Penalty: 35938.746094
Iteration 175Q: 29 clusters Score -3.862998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40861 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73431 members 
Mstep: Class 6 contains 284512 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137432 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34912 members 
Mstep: Class 15 contains 9240 members 
Mstep: Class 16 contains 24908 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5475 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1613 members 
Mstep: Class 29 contains 24849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629936.000000 Penalty: 35938.746094
Iteration 176Q: 29 clusters Score -3.862994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40855 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73431 members 
Mstep: Class 6 contains 284517 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137430 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34913 members 
Mstep: Class 15 contains 9241 members 
Mstep: Class 16 contains 24908 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15839 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5473 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 24849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629944.000000 Penalty: 35938.746094
Iteration 177Q: 29 clusters Score -3.862994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40849 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73431 members 
Mstep: Class 6 contains 284519 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137427 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34913 members 
Mstep: Class 15 contains 9241 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5472 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 24855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629984.000000 Penalty: 35938.746094
Iteration 178Q: 29 clusters Score -3.862998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40844 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73431 members 
Mstep: Class 6 contains 284519 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137428 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 14080 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34913 members 
Mstep: Class 15 contains 9241 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1796 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5472 members 
Mstep: Class 23 contains 1437 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 24858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630012.000000 Penalty: 35938.746094
Iteration 179Q: 29 clusters Score -3.863001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40841 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73432 members 
Mstep: Class 6 contains 284518 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137428 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34916 members 
Mstep: Class 15 contains 9242 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1794 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 24858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630012.000000 Penalty: 35938.746094
Iteration 180F: 29 clusters Score -3.863001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40840 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73431 members 
Mstep: Class 6 contains 284516 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137429 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9243 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1623 members 
Mstep: Class 29 contains 24860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630004.000000 Penalty: 35938.746094
Iteration 181Q: 29 clusters Score -3.863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40839 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73432 members 
Mstep: Class 6 contains 284516 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137428 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34917 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 5650 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1624 members 
Mstep: Class 29 contains 24862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630004.000000 Penalty: 35938.746094
Iteration 182Q: 29 clusters Score -3.863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40838 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73432 members 
Mstep: Class 6 contains 284520 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137424 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14074 members 
Mstep: Class 12 contains 2539 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34916 members 
Mstep: Class 15 contains 9245 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1785 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5467 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 5650 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1627 members 
Mstep: Class 29 contains 24864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630000.000000 Penalty: 35938.746094
Iteration 183Q: 29 clusters Score -3.863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 40838 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73433 members 
Mstep: Class 6 contains 284516 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137424 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14070 members 
Mstep: Class 12 contains 2536 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34913 members 
Mstep: Class 15 contains 9247 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5468 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5650 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 24869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629984.000000 Penalty: 35938.746094
Iteration 184Q: 29 clusters Score -3.862998e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40838 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73432 members 
Mstep: Class 6 contains 284507 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137423 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 14063 members 
Mstep: Class 12 contains 2536 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34910 members 
Mstep: Class 15 contains 9251 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1781 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 1444 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 1637 members 
Mstep: Class 29 contains 24874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630008.000000 Penalty: 35938.746094
Iteration 185Q: 29 clusters Score -3.863001e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40838 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73432 members 
Mstep: Class 6 contains 284501 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137423 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 14059 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9255 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1780 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1640 members 
Mstep: Class 29 contains 24877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630012.000000 Penalty: 35938.746094
Iteration 186Q: 29 clusters Score -3.863001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40838 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73431 members 
Mstep: Class 6 contains 284495 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137423 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14059 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1780 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1643 members 
Mstep: Class 29 contains 24877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630024.000000 Penalty: 35938.746094
Iteration 187Q: 29 clusters Score -3.863002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40838 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73428 members 
Mstep: Class 6 contains 284493 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137421 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14059 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1780 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 24879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630044.000000 Penalty: 35938.746094
Iteration 188Q: 29 clusters Score -3.863004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40838 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73427 members 
Mstep: Class 6 contains 284490 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137419 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14063 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1780 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1645 members 
Mstep: Class 29 contains 24881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630020.000000 Penalty: 35938.746094
Iteration 189Q: 29 clusters Score -3.863002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40838 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73427 members 
Mstep: Class 6 contains 284482 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137419 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14062 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24907 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5473 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 24884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630056.000000 Penalty: 35938.746094
Iteration 190Q: 29 clusters Score -3.863006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73428 members 
Mstep: Class 6 contains 284478 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137419 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14062 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 24906 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5472 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 24886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630068.000000 Penalty: 35938.746094
Iteration 191Q: 29 clusters Score -3.863007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73428 members 
Mstep: Class 6 contains 284473 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137419 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14060 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 24908 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 24889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630092.000000 Penalty: 35938.746094
Iteration 192Q: 29 clusters Score -3.863009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73430 members 
Mstep: Class 6 contains 284470 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137419 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14059 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24906 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 24892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630076.000000 Penalty: 35938.746094
Iteration 193Q: 29 clusters Score -3.863008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73433 members 
Mstep: Class 6 contains 284467 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137418 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14058 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 24894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630060.000000 Penalty: 35938.746094
Iteration 194Q: 29 clusters Score -3.863006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73433 members 
Mstep: Class 6 contains 284468 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137418 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14055 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1660 members 
Mstep: Class 29 contains 24893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630052.000000 Penalty: 35938.746094
Iteration 195Q: 29 clusters Score -3.863005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73433 members 
Mstep: Class 6 contains 284467 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137418 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14053 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1662 members 
Mstep: Class 29 contains 24892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630040.000000 Penalty: 35938.746094
Iteration 196Q: 29 clusters Score -3.863004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73433 members 
Mstep: Class 6 contains 284465 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137418 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14052 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1663 members 
Mstep: Class 29 contains 24893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630056.000000 Penalty: 35938.746094
Iteration 197Q: 29 clusters Score -3.863006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73434 members 
Mstep: Class 6 contains 284462 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137418 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14053 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9588 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1663 members 
Mstep: Class 29 contains 24893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630060.000000 Penalty: 35938.746094
Iteration 198Q: 29 clusters Score -3.863006e+07 nChanged 7
Entering ConstructFrom: 
Score: -38630060.000000 Penalty: 35938.746094
Entering ConstructFrom: 
Trying to split cluster 1 (2932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Entering Unmasked Estep 
Score: -151829.578125 Penalty: 758.426819
	Iteration 0F: 2 clusters Score -151829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -149566.296875 Penalty: 1516.853638
	Iteration 0F: 3 clusters Score -149566.3 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -150183.609375 Penalty: 1516.853638
	Iteration 1F: 3 clusters Score -150183.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -150289.531250 Penalty: 1516.853638
	Iteration 2F: 3 clusters Score -150289.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -150370.250000 Penalty: 1516.853638
	Iteration 3F: 3 clusters Score -150370.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -150434.453125 Penalty: 1516.853638
	Iteration 4Q: 3 clusters Score -150434.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -150485.796875 Penalty: 1516.853638
	Iteration 5Q: 3 clusters Score -150485.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -150530.843750 Penalty: 1516.853638
	Iteration 6Q: 3 clusters Score -150530.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -150567.578125 Penalty: 1516.853638
	Iteration 7Q: 3 clusters Score -150567.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -150600.765625 Penalty: 1516.853638
	Iteration 8Q: 3 clusters Score -150600.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -150633.671875 Penalty: 1516.853638
	Iteration 9Q: 3 clusters Score -150633.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -150666.921875 Penalty: 1516.853638
	Iteration 10Q: 3 clusters Score -150666.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -150695.046875 Penalty: 1516.853638
	Iteration 11Q: 3 clusters Score -150695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150725.812500 Penalty: 1516.853638
	Iteration 12Q: 3 clusters Score -150725.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -150756.109375 Penalty: 1516.853638
	Iteration 13Q: 3 clusters Score -150756.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -150781.187500 Penalty: 1516.853638
	Iteration 14Q: 3 clusters Score -150781.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -150801.375000 Penalty: 1516.853638
	Iteration 15Q: 3 clusters Score -150801.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -150821.468750 Penalty: 1516.853638
	Iteration 16Q: 3 clusters Score -150821.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -150840.609375 Penalty: 1516.853638
	Iteration 17Q: 3 clusters Score -150840.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -150863.484375 Penalty: 1516.853638
	Iteration 18Q: 3 clusters Score -150863.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150886.156250 Penalty: 1516.853638
	Iteration 19Q: 3 clusters Score -150886.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -150900.890625 Penalty: 1516.853638
	Iteration 20F: 3 clusters Score -150900.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -150916.437500 Penalty: 1516.853638
	Iteration 21Q: 3 clusters Score -150916.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150939.781250 Penalty: 1516.853638
	Iteration 22Q: 3 clusters Score -150939.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -150963.953125 Penalty: 1516.853638
	Iteration 23Q: 3 clusters Score -150964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -150986.062500 Penalty: 1516.853638
	Iteration 24Q: 3 clusters Score -150986.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -151012.171875 Penalty: 1516.853638
	Iteration 25Q: 3 clusters Score -151012.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -151036.703125 Penalty: 1516.853638
	Iteration 26Q: 3 clusters Score -151036.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -151058.546875 Penalty: 1516.853638
	Iteration 27Q: 3 clusters Score -151058.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -151087.000000 Penalty: 1516.853638
	Iteration 28Q: 3 clusters Score -151087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -151112.937500 Penalty: 1516.853638
	Iteration 29Q: 3 clusters Score -151112.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -151132.015625 Penalty: 1516.853638
	Iteration 30Q: 3 clusters Score -151132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -151140.890625 Penalty: 1516.853638
	Iteration 31Q: 3 clusters Score -151140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -151146.359375 Penalty: 1516.853638
	Iteration 32Q: 3 clusters Score -151146.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -151156.515625 Penalty: 1516.853638
	Iteration 33Q: 3 clusters Score -151156.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -151168.093750 Penalty: 1516.853638
	Iteration 34Q: 3 clusters Score -151168.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -151181.468750 Penalty: 1516.853638
	Iteration 35Q: 3 clusters Score -151181.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -151194.171875 Penalty: 1516.853638
	Iteration 36Q: 3 clusters Score -151194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -151203.812500 Penalty: 1516.853638
	Iteration 37Q: 3 clusters Score -151203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -151211.250000 Penalty: 1516.853638
	Iteration 38Q: 3 clusters Score -151211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -151213.421875 Penalty: 1516.853638
	Iteration 39Q: 3 clusters Score -151213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -151215.484375 Penalty: 1516.853638
	Iteration 40F: 3 clusters Score -151215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -151218.937500 Penalty: 1516.853638
	Iteration 41Q: 3 clusters Score -151218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -151220.015625 Penalty: 1516.853638
	Iteration 42Q: 3 clusters Score -151220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -151219.906250 Penalty: 1516.853638
	Iteration 43Q: 3 clusters Score -151219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -151220.296875 Penalty: 1516.853638
	Iteration 44Q: 3 clusters Score -151220.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -151220.296875 Penalty: 1516.853638
	Iteration 45F: 3 clusters Score -151220.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Entering Unmasked Estep 
Score: -2518021.250000 Penalty: 1008.647644
	Iteration 0F: 2 clusters Score -2518021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2490679.250000 Penalty: 2017.295288
	Iteration 0F: 3 clusters Score -2490679 nChanged 19402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2501942.750000 Penalty: 2017.295288
	Iteration 1F: 3 clusters Score -2501943 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2502362.750000 Penalty: 2017.295288
	Iteration 2Q: 3 clusters Score -2502363 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2502999.250000 Penalty: 2017.295288
	Iteration 3Q: 3 clusters Score -2502999 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -2504065.750000 Penalty: 2017.295288
	Iteration 4F: 3 clusters Score -2504066 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -2505938.750000 Penalty: 2017.295288
	Iteration 5F: 3 clusters Score -2505939 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -2508811.250000 Penalty: 2017.295288
	Iteration 6F: 3 clusters Score -2508811 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -2512293.500000 Penalty: 2017.295288
	Iteration 7F: 3 clusters Score -2512294 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -2515153.750000 Penalty: 2017.295288
	Iteration 8F: 3 clusters Score -2515154 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -2516527.500000 Penalty: 2017.295288
	Iteration 9Q: 3 clusters Score -2516528 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -2516960.500000 Penalty: 2017.295288
	Iteration 10Q: 3 clusters Score -2516960 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -2517075.500000 Penalty: 2017.295288
	Iteration 11Q: 3 clusters Score -2517076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -2517110.500000 Penalty: 2017.295288
	Iteration 12Q: 3 clusters Score -2517110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -2517124.250000 Penalty: 2017.295288
	Iteration 13Q: 3 clusters Score -2517124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -2517142.250000 Penalty: 2017.295288
	Iteration 14Q: 3 clusters Score -2517142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -2517150.500000 Penalty: 2017.295288
	Iteration 15Q: 3 clusters Score -2517150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -2517151.750000 Penalty: 2017.295288
	Iteration 16Q: 3 clusters Score -2517152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -2517153.500000 Penalty: 2017.295288
	Iteration 17Q: 3 clusters Score -2517154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -2517153.500000 Penalty: 2017.295288
	Iteration 18F: 3 clusters Score -2517154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -267760.843750 Penalty: 798.148010
	Iteration 0F: 2 clusters Score -267760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -264533.250000 Penalty: 1596.296021
	Iteration 0F: 3 clusters Score -264533.2 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -265482.281250 Penalty: 1596.296021
	Iteration 1F: 3 clusters Score -265482.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -265597.750000 Penalty: 1596.296021
	Iteration 2F: 3 clusters Score -265597.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -265674.312500 Penalty: 1596.296021
	Iteration 3Q: 3 clusters Score -265674.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -265738.250000 Penalty: 1596.296021
	Iteration 4Q: 3 clusters Score -265738.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -265819.000000 Penalty: 1596.296021
	Iteration 5Q: 3 clusters Score -265819 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -265903.468750 Penalty: 1596.296021
	Iteration 6Q: 3 clusters Score -265903.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -266005.593750 Penalty: 1596.296021
	Iteration 7Q: 3 clusters Score -266005.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -266147.781250 Penalty: 1596.296021
	Iteration 8Q: 3 clusters Score -266147.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -266316.875000 Penalty: 1596.296021
	Iteration 9Q: 3 clusters Score -266316.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -266528.156250 Penalty: 1596.296021
	Iteration 10F: 3 clusters Score -266528.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -266708.437500 Penalty: 1596.296021
	Iteration 11Q: 3 clusters Score -266708.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -266837.625000 Penalty: 1596.296021
	Iteration 12Q: 3 clusters Score -266837.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -266915.687500 Penalty: 1596.296021
	Iteration 13Q: 3 clusters Score -266915.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -266978.562500 Penalty: 1596.296021
	Iteration 14Q: 3 clusters Score -266978.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -267009.968750 Penalty: 1596.296021
	Iteration 15Q: 3 clusters Score -267010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -267027.500000 Penalty: 1596.296021
	Iteration 16Q: 3 clusters Score -267027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -267034.531250 Penalty: 1596.296021
	Iteration 17Q: 3 clusters Score -267034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -267039.468750 Penalty: 1596.296021
	Iteration 18Q: 3 clusters Score -267039.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -267046.562500 Penalty: 1596.296021
	Iteration 19Q: 3 clusters Score -267046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -267047.218750 Penalty: 1596.296021
	Iteration 20F: 3 clusters Score -267047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -267049.187500 Penalty: 1596.296021
	Iteration 21Q: 3 clusters Score -267049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -267050.656250 Penalty: 1596.296021
	Iteration 22Q: 3 clusters Score -267050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -267053.125000 Penalty: 1596.296021
	Iteration 23Q: 3 clusters Score -267053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -267054.062500 Penalty: 1596.296021
	Iteration 24Q: 3 clusters Score -267054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -267055.468750 Penalty: 1596.296021
	Iteration 25Q: 3 clusters Score -267055.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -267055.468750 Penalty: 1596.296021
	Iteration 26F: 3 clusters Score -267055.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Entering Unmasked Estep 
Score: -3989170.750000 Penalty: 1064.396118
	Iteration 0F: 2 clusters Score -3989171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -3940021.500000 Penalty: 2128.792236
	Iteration 0F: 3 clusters Score -3940022 nChanged 35185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -3960556.500000 Penalty: 2128.792236
	Iteration 1F: 3 clusters Score -3960556 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3961565.500000 Penalty: 2128.792236
	Iteration 2Q: 3 clusters Score -3961566 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3963341.500000 Penalty: 2128.792236
	Iteration 3F: 3 clusters Score -3963342 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3966665.750000 Penalty: 2128.792236
	Iteration 4F: 3 clusters Score -3966666 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3972142.250000 Penalty: 2128.792236
	Iteration 5F: 3 clusters Score -3972142 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3978756.500000 Penalty: 2128.792236
	Iteration 6F: 3 clusters Score -3978756 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3984143.250000 Penalty: 2128.792236
	Iteration 7F: 3 clusters Score -3984143 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3986963.250000 Penalty: 2128.792236
	Iteration 8Q: 3 clusters Score -3986963 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3987859.000000 Penalty: 2128.792236
	Iteration 9Q: 3 clusters Score -3987859 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3988091.750000 Penalty: 2128.792236
	Iteration 10Q: 3 clusters Score -3988092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -3988163.500000 Penalty: 2128.792236
	Iteration 11Q: 3 clusters Score -3988164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3988208.750000 Penalty: 2128.792236
	Iteration 12Q: 3 clusters Score -3988209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -3988214.500000 Penalty: 2128.792236
	Iteration 13Q: 3 clusters Score -3988214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -3988218.750000 Penalty: 2128.792236
	Iteration 14Q: 3 clusters Score -3988219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -3988220.250000 Penalty: 2128.792236
	Iteration 15Q: 3 clusters Score -3988220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -3988220.750000 Penalty: 2128.792236
	Iteration 16Q: 3 clusters Score -3988221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -3988220.750000 Penalty: 2128.792236
	Iteration 17F: 3 clusters Score -3988221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (284457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284457 members 
Entering Unmasked Estep 
Score: -15462409.000000 Penalty: 1193.041992
	Iteration 0F: 2 clusters Score -1.546241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 142415 members 
Entering Unmasked Estep 
Score: -15272986.000000 Penalty: 2386.083984
	Iteration 0F: 3 clusters Score -1.527299e+07 nChanged 139477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 149736 members 
Entering Unmasked Estep 
Score: -15356620.000000 Penalty: 2386.083984
	Iteration 1F: 3 clusters Score -1.535662e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129574 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -15359193.000000 Penalty: 2386.083984
	Iteration 2Q: 3 clusters Score -1.535919e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121252 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -15363373.000000 Penalty: 2386.083984
	Iteration 3Q: 3 clusters Score -1.536337e+07 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 176317 members 
Entering Unmasked Estep 
Score: -15370775.000000 Penalty: 2386.083984
	Iteration 4F: 3 clusters Score -1.537078e+07 nChanged 21194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 195811 members 
Entering Unmasked Estep 
Score: -15384198.000000 Penalty: 2386.083984
	Iteration 5F: 3 clusters Score -1.53842e+07 nChanged 26644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 221419 members 
Entering Unmasked Estep 
Score: -15405112.000000 Penalty: 2386.083984
	Iteration 6F: 3 clusters Score -1.540511e+07 nChanged 26660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 247755 members 
Entering Unmasked Estep 
Score: -15428650.000000 Penalty: 2386.083984
	Iteration 7F: 3 clusters Score -1.542865e+07 nChanged 19055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 266744 members 
Entering Unmasked Estep 
Score: -15445948.000000 Penalty: 2386.083984
	Iteration 8F: 3 clusters Score -1.544595e+07 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 276721 members 
Entering Unmasked Estep 
Score: -15454810.000000 Penalty: 2386.083984
	Iteration 9Q: 3 clusters Score -1.545481e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 281177 members 
Entering Unmasked Estep 
Score: -15458873.000000 Penalty: 2386.083984
	Iteration 10Q: 3 clusters Score -1.545887e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 282934 members 
Entering Unmasked Estep 
Score: -15460487.000000 Penalty: 2386.083984
	Iteration 11Q: 3 clusters Score -1.546049e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 283573 members 
Entering Unmasked Estep 
Score: -15461140.000000 Penalty: 2386.083984
	Iteration 12Q: 3 clusters Score -1.546114e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 283760 members 
Entering Unmasked Estep 
Score: -15461383.000000 Penalty: 2386.083984
	Iteration 13Q: 3 clusters Score -1.546138e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 283817 members 
Entering Unmasked Estep 
Score: -15461534.000000 Penalty: 2386.083984
	Iteration 14Q: 3 clusters Score -1.546153e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 283831 members 
Entering Unmasked Estep 
Score: -15461591.000000 Penalty: 2386.083984
	Iteration 15Q: 3 clusters Score -1.546159e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 283824 members 
Entering Unmasked Estep 
Score: -15461642.000000 Penalty: 2386.083984
	Iteration 16Q: 3 clusters Score -1.546164e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 283820 members 
Entering Unmasked Estep 
Score: -15461661.000000 Penalty: 2386.083984
	Iteration 17Q: 3 clusters Score -1.546166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 283823 members 
Entering Unmasked Estep 
Score: -15461695.000000 Penalty: 2386.083984
	Iteration 18Q: 3 clusters Score -1.54617e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 283826 members 
Entering Unmasked Estep 
Score: -15461691.000000 Penalty: 2386.083984
	Iteration 19Q: 3 clusters Score -1.546169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 283831 members 
Entering Unmasked Estep 
Score: -15461730.000000 Penalty: 2386.083984
	Iteration 20F: 3 clusters Score -1.546173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 283831 members 
Entering Unmasked Estep 
Score: -15461735.000000 Penalty: 2386.083984
	Iteration 21Q: 3 clusters Score -1.546174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 283838 members 
Entering Unmasked Estep 
Score: -15461759.000000 Penalty: 2386.083984
	Iteration 22Q: 3 clusters Score -1.546176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 283843 members 
Entering Unmasked Estep 
Score: -15461773.000000 Penalty: 2386.083984
	Iteration 23Q: 3 clusters Score -1.546177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 283843 members 
Entering Unmasked Estep 
Score: -15461766.000000 Penalty: 2386.083984
	Iteration 24Q: 3 clusters Score -1.546177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 283835 members 
Entering Unmasked Estep 
Score: -15461746.000000 Penalty: 2386.083984
	Iteration 25Q: 3 clusters Score -1.546175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 283825 members 
Entering Unmasked Estep 
Score: -15461759.000000 Penalty: 2386.083984
	Iteration 26Q: 3 clusters Score -1.546176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 283822 members 
Entering Unmasked Estep 
Score: -15461768.000000 Penalty: 2386.083984
	Iteration 27Q: 3 clusters Score -1.546177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 283818 members 
Entering Unmasked Estep 
Score: -15461772.000000 Penalty: 2386.083984
	Iteration 28Q: 3 clusters Score -1.546177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 283816 members 
Entering Unmasked Estep 
Score: -15461775.000000 Penalty: 2386.083984
	Iteration 29Q: 3 clusters Score -1.546178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 283816 members 
Entering Unmasked Estep 
Score: -15461776.000000 Penalty: 2386.083984
	Iteration 30Q: 3 clusters Score -1.546178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 283814 members 
Entering Unmasked Estep 
Score: -15461780.000000 Penalty: 2386.083984
	Iteration 31Q: 3 clusters Score -1.546178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 283813 members 
Entering Unmasked Estep 
Score: -15461774.000000 Penalty: 2386.083984
	Iteration 32Q: 3 clusters Score -1.546177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 283808 members 
Entering Unmasked Estep 
Score: -15461784.000000 Penalty: 2386.083984
	Iteration 33Q: 3 clusters Score -1.546178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 283806 members 
Entering Unmasked Estep 
Score: -15461792.000000 Penalty: 2386.083984
	Iteration 34Q: 3 clusters Score -1.546179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 283805 members 
Entering Unmasked Estep 
Score: -15461793.000000 Penalty: 2386.083984
	Iteration 35Q: 3 clusters Score -1.546179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 283805 members 
Entering Unmasked Estep 
Score: -15461793.000000 Penalty: 2386.083984
	Iteration 36F: 3 clusters Score -1.546179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -185672.375000 Penalty: 763.842468
	Iteration 0F: 2 clusters Score -185672.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -183277.828125 Penalty: 1527.684937
	Iteration 0F: 3 clusters Score -183277.8 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -183944.656250 Penalty: 1527.684937
	Iteration 1F: 3 clusters Score -183944.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -184020.156250 Penalty: 1527.684937
	Iteration 2F: 3 clusters Score -184020.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -184073.078125 Penalty: 1527.684937
	Iteration 3Q: 3 clusters Score -184073.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -184112.234375 Penalty: 1527.684937
	Iteration 4Q: 3 clusters Score -184112.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -184142.437500 Penalty: 1527.684937
	Iteration 5Q: 3 clusters Score -184142.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -184170.218750 Penalty: 1527.684937
	Iteration 6Q: 3 clusters Score -184170.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -184206.640625 Penalty: 1527.684937
	Iteration 7Q: 3 clusters Score -184206.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -184242.546875 Penalty: 1527.684937
	Iteration 8Q: 3 clusters Score -184242.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -184278.890625 Penalty: 1527.684937
	Iteration 9Q: 3 clusters Score -184278.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -184318.312500 Penalty: 1527.684937
	Iteration 10Q: 3 clusters Score -184318.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -184362.359375 Penalty: 1527.684937
	Iteration 11Q: 3 clusters Score -184362.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -184411.812500 Penalty: 1527.684937
	Iteration 12Q: 3 clusters Score -184411.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -184453.578125 Penalty: 1527.684937
	Iteration 13Q: 3 clusters Score -184453.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -184499.500000 Penalty: 1527.684937
	Iteration 14Q: 3 clusters Score -184499.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -184547.750000 Penalty: 1527.684937
	Iteration 15Q: 3 clusters Score -184547.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -184590.593750 Penalty: 1527.684937
	Iteration 16Q: 3 clusters Score -184590.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -184639.078125 Penalty: 1527.684937
	Iteration 17Q: 3 clusters Score -184639.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -184692.781250 Penalty: 1527.684937
	Iteration 18Q: 3 clusters Score -184692.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -184735.234375 Penalty: 1527.684937
	Iteration 19Q: 3 clusters Score -184735.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -184778.812500 Penalty: 1527.684937
	Iteration 20F: 3 clusters Score -184778.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -184808.531250 Penalty: 1527.684937
	Iteration 21Q: 3 clusters Score -184808.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -184835.906250 Penalty: 1527.684937
	Iteration 22Q: 3 clusters Score -184835.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -184863.296875 Penalty: 1527.684937
	Iteration 23Q: 3 clusters Score -184863.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -184881.859375 Penalty: 1527.684937
	Iteration 24Q: 3 clusters Score -184881.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -184894.187500 Penalty: 1527.684937
	Iteration 25Q: 3 clusters Score -184894.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -184900.875000 Penalty: 1527.684937
	Iteration 26Q: 3 clusters Score -184900.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -184908.734375 Penalty: 1527.684937
	Iteration 27Q: 3 clusters Score -184908.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -184913.984375 Penalty: 1527.684937
	Iteration 28Q: 3 clusters Score -184914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -184916.218750 Penalty: 1527.684937
	Iteration 29Q: 3 clusters Score -184916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -184920.078125 Penalty: 1527.684937
	Iteration 30Q: 3 clusters Score -184920.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -184926.109375 Penalty: 1527.684937
	Iteration 31Q: 3 clusters Score -184926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -184931.359375 Penalty: 1527.684937
	Iteration 32Q: 3 clusters Score -184931.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -184936.031250 Penalty: 1527.684937
	Iteration 33Q: 3 clusters Score -184936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -184941.328125 Penalty: 1527.684937
	Iteration 34Q: 3 clusters Score -184941.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -184947.187500 Penalty: 1527.684937
	Iteration 35Q: 3 clusters Score -184947.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -184956.437500 Penalty: 1527.684937
	Iteration 36Q: 3 clusters Score -184956.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -184962.984375 Penalty: 1527.684937
	Iteration 37Q: 3 clusters Score -184963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -184966.015625 Penalty: 1527.684937
	Iteration 38Q: 3 clusters Score -184966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -184966.859375 Penalty: 1527.684937
	Iteration 39Q: 3 clusters Score -184966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -184967.250000 Penalty: 1527.684937
	Iteration 40F: 3 clusters Score -184967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -184967.718750 Penalty: 1527.684937
	Iteration 41Q: 3 clusters Score -184967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -184968.078125 Penalty: 1527.684937
	Iteration 42Q: 3 clusters Score -184968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -184968.078125 Penalty: 1527.684937
	Iteration 43F: 3 clusters Score -184968.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137419 members 
Entering Unmasked Estep 
Score: -7481398.500000 Penalty: 1123.925049
	Iteration 0F: 2 clusters Score -7481398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -7388709.500000 Penalty: 2247.850098
	Iteration 0F: 3 clusters Score -7388710 nChanged 67035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -7430838.500000 Penalty: 2247.850098
	Iteration 1F: 3 clusters Score -7430838 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -7433406.500000 Penalty: 2247.850098
	Iteration 2Q: 3 clusters Score -7433406 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -7437098.000000 Penalty: 2247.850098
	Iteration 3F: 3 clusters Score -7437098 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -7441951.500000 Penalty: 2247.850098
	Iteration 4F: 3 clusters Score -7441952 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94870 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -7447351.000000 Penalty: 2247.850098
	Iteration 5F: 3 clusters Score -7447351 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -7452659.000000 Penalty: 2247.850098
	Iteration 6F: 3 clusters Score -7452659 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -7457848.500000 Penalty: 2247.850098
	Iteration 7F: 3 clusters Score -7457848 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116610 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -7463502.000000 Penalty: 2247.850098
	Iteration 8F: 3 clusters Score -7463502 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123053 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -7468929.500000 Penalty: 2247.850098
	Iteration 9Q: 3 clusters Score -7468930 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128246 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -7473598.000000 Penalty: 2247.850098
	Iteration 10Q: 3 clusters Score -7473598 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131823 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -7476694.000000 Penalty: 2247.850098
	Iteration 11Q: 3 clusters Score -7476694 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134034 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7478561.000000 Penalty: 2247.850098
	Iteration 12Q: 3 clusters Score -7478561 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135223 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7479515.000000 Penalty: 2247.850098
	Iteration 13Q: 3 clusters Score -7479515 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135881 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7480049.500000 Penalty: 2247.850098
	Iteration 14Q: 3 clusters Score -7480050 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136270 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7480339.500000 Penalty: 2247.850098
	Iteration 15Q: 3 clusters Score -7480340 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7480599.000000 Penalty: 2247.850098
	Iteration 16Q: 3 clusters Score -7480599 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7480797.500000 Penalty: 2247.850098
	Iteration 17Q: 3 clusters Score -7480798 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136644 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7480940.500000 Penalty: 2247.850098
	Iteration 18Q: 3 clusters Score -7480940 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136639 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7481043.000000 Penalty: 2247.850098
	Iteration 19Q: 3 clusters Score -7481043 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136632 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7481087.500000 Penalty: 2247.850098
	Iteration 20F: 3 clusters Score -7481088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136618 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7481134.500000 Penalty: 2247.850098
	Iteration 21Q: 3 clusters Score -7481134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136606 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7481144.500000 Penalty: 2247.850098
	Iteration 22Q: 3 clusters Score -7481144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136596 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7481143.000000 Penalty: 2247.850098
	Iteration 23Q: 3 clusters Score -7481143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7481148.000000 Penalty: 2247.850098
	Iteration 24Q: 3 clusters Score -7481148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136563 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7481157.000000 Penalty: 2247.850098
	Iteration 25Q: 3 clusters Score -7481157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136556 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7481164.000000 Penalty: 2247.850098
	Iteration 26Q: 3 clusters Score -7481164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136548 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7481170.000000 Penalty: 2247.850098
	Iteration 27Q: 3 clusters Score -7481170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7481171.500000 Penalty: 2247.850098
	Iteration 28Q: 3 clusters Score -7481172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7481169.000000 Penalty: 2247.850098
	Iteration 29Q: 3 clusters Score -7481169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136525 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7481170.000000 Penalty: 2247.850098
	Iteration 30Q: 3 clusters Score -7481170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136511 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7481186.000000 Penalty: 2247.850098
	Iteration 31Q: 3 clusters Score -7481186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136506 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7481179.500000 Penalty: 2247.850098
	Iteration 32Q: 3 clusters Score -7481180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136498 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7481187.000000 Penalty: 2247.850098
	Iteration 33Q: 3 clusters Score -7481187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136487 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7481173.500000 Penalty: 2247.850098
	Iteration 34Q: 3 clusters Score -7481174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136478 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7481181.000000 Penalty: 2247.850098
	Iteration 35Q: 3 clusters Score -7481181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136472 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7481183.500000 Penalty: 2247.850098
	Iteration 36Q: 3 clusters Score -7481184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136467 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7481189.500000 Penalty: 2247.850098
	Iteration 37Q: 3 clusters Score -7481190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136461 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7481191.500000 Penalty: 2247.850098
	Iteration 38Q: 3 clusters Score -7481192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136452 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7481205.500000 Penalty: 2247.850098
	Iteration 39Q: 3 clusters Score -7481206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136446 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7481210.000000 Penalty: 2247.850098
	Iteration 40F: 3 clusters Score -7481210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136442 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7481210.000000 Penalty: 2247.850098
	Iteration 41Q: 3 clusters Score -7481210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136438 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7481216.000000 Penalty: 2247.850098
	Iteration 42Q: 3 clusters Score -7481216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136435 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7481211.500000 Penalty: 2247.850098
	Iteration 43Q: 3 clusters Score -7481212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136435 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7481214.000000 Penalty: 2247.850098
	Iteration 44Q: 3 clusters Score -7481214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7481222.000000 Penalty: 2247.850098
	Iteration 45Q: 3 clusters Score -7481222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136425 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7481220.000000 Penalty: 2247.850098
	Iteration 46Q: 3 clusters Score -7481220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136419 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7481226.500000 Penalty: 2247.850098
	Iteration 47Q: 3 clusters Score -7481226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136421 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7481229.000000 Penalty: 2247.850098
	Iteration 48Q: 3 clusters Score -7481229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136419 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7481235.000000 Penalty: 2247.850098
	Iteration 49Q: 3 clusters Score -7481235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136416 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7481230.500000 Penalty: 2247.850098
	Iteration 50Q: 3 clusters Score -7481230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136409 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7481219.000000 Penalty: 2247.850098
	Iteration 51Q: 3 clusters Score -7481219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7481222.500000 Penalty: 2247.850098
	Iteration 52Q: 3 clusters Score -7481222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136394 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7481228.000000 Penalty: 2247.850098
	Iteration 53Q: 3 clusters Score -7481228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136392 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7481227.000000 Penalty: 2247.850098
	Iteration 54Q: 3 clusters Score -7481227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136389 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7481223.500000 Penalty: 2247.850098
	Iteration 55Q: 3 clusters Score -7481224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136385 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7481235.500000 Penalty: 2247.850098
	Iteration 56Q: 3 clusters Score -7481236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136383 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7481237.000000 Penalty: 2247.850098
	Iteration 57Q: 3 clusters Score -7481237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136382 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7481235.000000 Penalty: 2247.850098
	Iteration 58Q: 3 clusters Score -7481235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136379 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7481236.500000 Penalty: 2247.850098
	Iteration 59Q: 3 clusters Score -7481236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136378 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7481236.500000 Penalty: 2247.850098
	Iteration 60F: 3 clusters Score -7481236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -318743.875000 Penalty: 826.089050
	Iteration 0F: 2 clusters Score -318743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -314616.812500 Penalty: 1652.178101
	Iteration 0F: 3 clusters Score -314616.8 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -316154.500000 Penalty: 1652.178101
	Iteration 1F: 3 clusters Score -316154.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -316737.843750 Penalty: 1652.178101
	Iteration 2F: 3 clusters Score -316737.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -317356.000000 Penalty: 1652.178101
	Iteration 3F: 3 clusters Score -317356 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -317762.343750 Penalty: 1652.178101
	Iteration 4F: 3 clusters Score -317762.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -317981.187500 Penalty: 1652.178101
	Iteration 5F: 3 clusters Score -317981.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -318086.968750 Penalty: 1652.178101
	Iteration 6Q: 3 clusters Score -318087 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -318145.968750 Penalty: 1652.178101
	Iteration 7Q: 3 clusters Score -318146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -318178.218750 Penalty: 1652.178101
	Iteration 8Q: 3 clusters Score -318178.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -318206.906250 Penalty: 1652.178101
	Iteration 9Q: 3 clusters Score -318206.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -318231.781250 Penalty: 1652.178101
	Iteration 10Q: 3 clusters Score -318231.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -318245.937500 Penalty: 1652.178101
	Iteration 11Q: 3 clusters Score -318245.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -318257.468750 Penalty: 1652.178101
	Iteration 12Q: 3 clusters Score -318257.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -318270.812500 Penalty: 1652.178101
	Iteration 13Q: 3 clusters Score -318270.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -318281.375000 Penalty: 1652.178101
	Iteration 14Q: 3 clusters Score -318281.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -318290.500000 Penalty: 1652.178101
	Iteration 15Q: 3 clusters Score -318290.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -318302.093750 Penalty: 1652.178101
	Iteration 16Q: 3 clusters Score -318302.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -318310.843750 Penalty: 1652.178101
	Iteration 17Q: 3 clusters Score -318310.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -318320.812500 Penalty: 1652.178101
	Iteration 18Q: 3 clusters Score -318320.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -318331.031250 Penalty: 1652.178101
	Iteration 19Q: 3 clusters Score -318331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -318339.718750 Penalty: 1652.178101
	Iteration 20F: 3 clusters Score -318339.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -318349.625000 Penalty: 1652.178101
	Iteration 21Q: 3 clusters Score -318349.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -318358.937500 Penalty: 1652.178101
	Iteration 22Q: 3 clusters Score -318358.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -318369.562500 Penalty: 1652.178101
	Iteration 23Q: 3 clusters Score -318369.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -318377.093750 Penalty: 1652.178101
	Iteration 24Q: 3 clusters Score -318377.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -318385.062500 Penalty: 1652.178101
	Iteration 25Q: 3 clusters Score -318385.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -318393.593750 Penalty: 1652.178101
	Iteration 26Q: 3 clusters Score -318393.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -318403.187500 Penalty: 1652.178101
	Iteration 27Q: 3 clusters Score -318403.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -318412.656250 Penalty: 1652.178101
	Iteration 28Q: 3 clusters Score -318412.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -318422.062500 Penalty: 1652.178101
	Iteration 29Q: 3 clusters Score -318422.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -318430.843750 Penalty: 1652.178101
	Iteration 30Q: 3 clusters Score -318430.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -318437.062500 Penalty: 1652.178101
	Iteration 31Q: 3 clusters Score -318437.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -318441.781250 Penalty: 1652.178101
	Iteration 32Q: 3 clusters Score -318441.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -318446.031250 Penalty: 1652.178101
	Iteration 33Q: 3 clusters Score -318446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -318451.750000 Penalty: 1652.178101
	Iteration 34Q: 3 clusters Score -318451.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -318458.687500 Penalty: 1652.178101
	Iteration 35Q: 3 clusters Score -318458.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -318463.031250 Penalty: 1652.178101
	Iteration 36Q: 3 clusters Score -318463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -318468.062500 Penalty: 1652.178101
	Iteration 37Q: 3 clusters Score -318468.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -318475.031250 Penalty: 1652.178101
	Iteration 38Q: 3 clusters Score -318475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -318484.937500 Penalty: 1652.178101
	Iteration 39Q: 3 clusters Score -318484.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -318492.375000 Penalty: 1652.178101
	Iteration 40F: 3 clusters Score -318492.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -318499.031250 Penalty: 1652.178101
	Iteration 41Q: 3 clusters Score -318499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -318507.500000 Penalty: 1652.178101
	Iteration 42Q: 3 clusters Score -318507.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -318513.750000 Penalty: 1652.178101
	Iteration 43Q: 3 clusters Score -318513.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -318518.937500 Penalty: 1652.178101
	Iteration 44Q: 3 clusters Score -318518.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -318523.937500 Penalty: 1652.178101
	Iteration 45Q: 3 clusters Score -318523.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -318529.718750 Penalty: 1652.178101
	Iteration 46Q: 3 clusters Score -318529.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -318533.312500 Penalty: 1652.178101
	Iteration 47Q: 3 clusters Score -318533.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -318538.343750 Penalty: 1652.178101
	Iteration 48Q: 3 clusters Score -318538.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -318541.968750 Penalty: 1652.178101
	Iteration 49Q: 3 clusters Score -318542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -318544.750000 Penalty: 1652.178101
	Iteration 50Q: 3 clusters Score -318544.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -318546.468750 Penalty: 1652.178101
	Iteration 51Q: 3 clusters Score -318546.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -318549.968750 Penalty: 1652.178101
	Iteration 52Q: 3 clusters Score -318550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -318552.250000 Penalty: 1652.178101
	Iteration 53Q: 3 clusters Score -318552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -318555.500000 Penalty: 1652.178101
	Iteration 54Q: 3 clusters Score -318555.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -318556.906250 Penalty: 1652.178101
	Iteration 55Q: 3 clusters Score -318556.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -318558.531250 Penalty: 1652.178101
	Iteration 56Q: 3 clusters Score -318558.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -318560.562500 Penalty: 1652.178101
	Iteration 57Q: 3 clusters Score -318560.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -318562.343750 Penalty: 1652.178101
	Iteration 58Q: 3 clusters Score -318562.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -318563.093750 Penalty: 1652.178101
	Iteration 59Q: 3 clusters Score -318563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -318564.875000 Penalty: 1652.178101
	Iteration 60F: 3 clusters Score -318564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -318565.031250 Penalty: 1652.178101
	Iteration 61Q: 3 clusters Score -318565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -318566.281250 Penalty: 1652.178101
	Iteration 62Q: 3 clusters Score -318566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -318567.312500 Penalty: 1652.178101
	Iteration 63Q: 3 clusters Score -318567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -318566.312500 Penalty: 1652.178101
	Iteration 64Q: 3 clusters Score -318566.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -318566.937500 Penalty: 1652.178101
	Iteration 65Q: 3 clusters Score -318566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -318566.906250 Penalty: 1652.178101
	Iteration 66Q: 3 clusters Score -318566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -318567.062500 Penalty: 1652.178101
	Iteration 67Q: 3 clusters Score -318567.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -318567.062500 Penalty: 1652.178101
	Iteration 68F: 3 clusters Score -318567.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Entering Unmasked Estep 
Score: -317517.843750 Penalty: 831.660217
	Iteration 0F: 2 clusters Score -317517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -313065.718750 Penalty: 1663.320435
	Iteration 0F: 3 clusters Score -313065.7 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -314718.593750 Penalty: 1663.320435
	Iteration 1F: 3 clusters Score -314718.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -314972.875000 Penalty: 1663.320435
	Iteration 2F: 3 clusters Score -314972.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -315148.062500 Penalty: 1663.320435
	Iteration 3F: 3 clusters Score -315148.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -315287.062500 Penalty: 1663.320435
	Iteration 4Q: 3 clusters Score -315287.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -315413.875000 Penalty: 1663.320435
	Iteration 5Q: 3 clusters Score -315413.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -315544.281250 Penalty: 1663.320435
	Iteration 6Q: 3 clusters Score -315544.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -315698.218750 Penalty: 1663.320435
	Iteration 7Q: 3 clusters Score -315698.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -315845.000000 Penalty: 1663.320435
	Iteration 8Q: 3 clusters Score -315845 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -316011.406250 Penalty: 1663.320435
	Iteration 9Q: 3 clusters Score -316011.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -316189.593750 Penalty: 1663.320435
	Iteration 10Q: 3 clusters Score -316189.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -316375.343750 Penalty: 1663.320435
	Iteration 11Q: 3 clusters Score -316375.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -316524.343750 Penalty: 1663.320435
	Iteration 12Q: 3 clusters Score -316524.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -316633.687500 Penalty: 1663.320435
	Iteration 13Q: 3 clusters Score -316633.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -316697.843750 Penalty: 1663.320435
	Iteration 14Q: 3 clusters Score -316697.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -316726.875000 Penalty: 1663.320435
	Iteration 15Q: 3 clusters Score -316726.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -316746.156250 Penalty: 1663.320435
	Iteration 16Q: 3 clusters Score -316746.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -316755.312500 Penalty: 1663.320435
	Iteration 17Q: 3 clusters Score -316755.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -316772.750000 Penalty: 1663.320435
	Iteration 18Q: 3 clusters Score -316772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -316783.406250 Penalty: 1663.320435
	Iteration 19Q: 3 clusters Score -316783.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -316791.843750 Penalty: 1663.320435
	Iteration 20F: 3 clusters Score -316791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -316805.187500 Penalty: 1663.320435
	Iteration 21Q: 3 clusters Score -316805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -316816.343750 Penalty: 1663.320435
	Iteration 22Q: 3 clusters Score -316816.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -316824.750000 Penalty: 1663.320435
	Iteration 23Q: 3 clusters Score -316824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -316828.281250 Penalty: 1663.320435
	Iteration 24Q: 3 clusters Score -316828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -316831.031250 Penalty: 1663.320435
	Iteration 25Q: 3 clusters Score -316831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -316834.187500 Penalty: 1663.320435
	Iteration 26Q: 3 clusters Score -316834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -316834.281250 Penalty: 1663.320435
	Iteration 27Q: 3 clusters Score -316834.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -316834.281250 Penalty: 1663.320435
	Iteration 28F: 3 clusters Score -316834.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Entering Unmasked Estep 
Score: -775514.125000 Penalty: 907.326477
	Iteration 0F: 2 clusters Score -775514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -766008.250000 Penalty: 1814.652954
	Iteration 0F: 3 clusters Score -766008.2 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -769681.812500 Penalty: 1814.652954
	Iteration 1F: 3 clusters Score -769681.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -770009.562500 Penalty: 1814.652954
	Iteration 2F: 3 clusters Score -770009.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -770373.562500 Penalty: 1814.652954
	Iteration 3F: 3 clusters Score -770373.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -770810.125000 Penalty: 1814.652954
	Iteration 4F: 3 clusters Score -770810.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -771356.812500 Penalty: 1814.652954
	Iteration 5F: 3 clusters Score -771356.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -772013.500000 Penalty: 1814.652954
	Iteration 6F: 3 clusters Score -772013.5 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -772714.750000 Penalty: 1814.652954
	Iteration 7F: 3 clusters Score -772714.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -773340.375000 Penalty: 1814.652954
	Iteration 8F: 3 clusters Score -773340.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -773919.937500 Penalty: 1814.652954
	Iteration 9Q: 3 clusters Score -773919.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -774316.250000 Penalty: 1814.652954
	Iteration 10Q: 3 clusters Score -774316.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -774537.062500 Penalty: 1814.652954
	Iteration 11Q: 3 clusters Score -774537.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -774653.625000 Penalty: 1814.652954
	Iteration 12Q: 3 clusters Score -774653.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -774692.750000 Penalty: 1814.652954
	Iteration 13Q: 3 clusters Score -774692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -774702.062500 Penalty: 1814.652954
	Iteration 14Q: 3 clusters Score -774702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -774707.000000 Penalty: 1814.652954
	Iteration 15Q: 3 clusters Score -774707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -774709.875000 Penalty: 1814.652954
	Iteration 16Q: 3 clusters Score -774709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -774711.437500 Penalty: 1814.652954
	Iteration 17Q: 3 clusters Score -774711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -774713.687500 Penalty: 1814.652954
	Iteration 18Q: 3 clusters Score -774713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -774715.750000 Penalty: 1814.652954
	Iteration 19Q: 3 clusters Score -774715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -774718.437500 Penalty: 1814.652954
	Iteration 20F: 3 clusters Score -774718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -135970.328125 Penalty: 744.605164
	Iteration 0F: 2 clusters Score -135970.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -133963.406250 Penalty: 1489.210327
	Iteration 0F: 3 clusters Score -133963.4 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -134484.015625 Penalty: 1489.210327
	Iteration 1F: 3 clusters Score -134484 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -134579.421875 Penalty: 1489.210327
	Iteration 2F: 3 clusters Score -134579.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -134658.781250 Penalty: 1489.210327
	Iteration 3F: 3 clusters Score -134658.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -134717.531250 Penalty: 1489.210327
	Iteration 4Q: 3 clusters Score -134717.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -134766.968750 Penalty: 1489.210327
	Iteration 5Q: 3 clusters Score -134767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -134815.906250 Penalty: 1489.210327
	Iteration 6Q: 3 clusters Score -134815.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -134849.312500 Penalty: 1489.210327
	Iteration 7Q: 3 clusters Score -134849.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -134880.921875 Penalty: 1489.210327
	Iteration 8Q: 3 clusters Score -134880.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -134919.843750 Penalty: 1489.210327
	Iteration 9Q: 3 clusters Score -134919.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -134948.031250 Penalty: 1489.210327
	Iteration 10Q: 3 clusters Score -134948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -134968.062500 Penalty: 1489.210327
	Iteration 11Q: 3 clusters Score -134968.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -134987.000000 Penalty: 1489.210327
	Iteration 12Q: 3 clusters Score -134987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -135008.484375 Penalty: 1489.210327
	Iteration 13Q: 3 clusters Score -135008.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -135031.890625 Penalty: 1489.210327
	Iteration 14Q: 3 clusters Score -135031.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -135053.265625 Penalty: 1489.210327
	Iteration 15Q: 3 clusters Score -135053.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -135064.906250 Penalty: 1489.210327
	Iteration 16Q: 3 clusters Score -135064.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -135078.703125 Penalty: 1489.210327
	Iteration 17Q: 3 clusters Score -135078.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -135091.328125 Penalty: 1489.210327
	Iteration 18Q: 3 clusters Score -135091.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -135106.453125 Penalty: 1489.210327
	Iteration 19Q: 3 clusters Score -135106.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -135117.687500 Penalty: 1489.210327
	Iteration 20F: 3 clusters Score -135117.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -135131.640625 Penalty: 1489.210327
	Iteration 21Q: 3 clusters Score -135131.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -135145.171875 Penalty: 1489.210327
	Iteration 22Q: 3 clusters Score -135145.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -135153.750000 Penalty: 1489.210327
	Iteration 23Q: 3 clusters Score -135153.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -135163.812500 Penalty: 1489.210327
	Iteration 24Q: 3 clusters Score -135163.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -135169.812500 Penalty: 1489.210327
	Iteration 25Q: 3 clusters Score -135169.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -135175.937500 Penalty: 1489.210327
	Iteration 26Q: 3 clusters Score -135175.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -135181.046875 Penalty: 1489.210327
	Iteration 27Q: 3 clusters Score -135181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -135185.250000 Penalty: 1489.210327
	Iteration 28Q: 3 clusters Score -135185.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -135191.968750 Penalty: 1489.210327
	Iteration 29Q: 3 clusters Score -135192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -135199.468750 Penalty: 1489.210327
	Iteration 30Q: 3 clusters Score -135199.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -135207.890625 Penalty: 1489.210327
	Iteration 31Q: 3 clusters Score -135207.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -135213.515625 Penalty: 1489.210327
	Iteration 32Q: 3 clusters Score -135213.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -135216.812500 Penalty: 1489.210327
	Iteration 33Q: 3 clusters Score -135216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -135220.921875 Penalty: 1489.210327
	Iteration 34Q: 3 clusters Score -135220.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -135224.218750 Penalty: 1489.210327
	Iteration 35Q: 3 clusters Score -135224.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -135226.171875 Penalty: 1489.210327
	Iteration 36Q: 3 clusters Score -135226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -135229.031250 Penalty: 1489.210327
	Iteration 37Q: 3 clusters Score -135229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -135232.156250 Penalty: 1489.210327
	Iteration 38Q: 3 clusters Score -135232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -135234.750000 Penalty: 1489.210327
	Iteration 39Q: 3 clusters Score -135234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -135236.109375 Penalty: 1489.210327
	Iteration 40F: 3 clusters Score -135236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -135238.140625 Penalty: 1489.210327
	Iteration 41Q: 3 clusters Score -135238.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -135241.015625 Penalty: 1489.210327
	Iteration 42Q: 3 clusters Score -135241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -135246.062500 Penalty: 1489.210327
	Iteration 43Q: 3 clusters Score -135246.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -135251.843750 Penalty: 1489.210327
	Iteration 44Q: 3 clusters Score -135251.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -135256.203125 Penalty: 1489.210327
	Iteration 45Q: 3 clusters Score -135256.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -135259.937500 Penalty: 1489.210327
	Iteration 46Q: 3 clusters Score -135259.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -135265.578125 Penalty: 1489.210327
	Iteration 47Q: 3 clusters Score -135265.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -135271.078125 Penalty: 1489.210327
	Iteration 48Q: 3 clusters Score -135271.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -135276.375000 Penalty: 1489.210327
	Iteration 49Q: 3 clusters Score -135276.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -135280.562500 Penalty: 1489.210327
	Iteration 50Q: 3 clusters Score -135280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -135283.093750 Penalty: 1489.210327
	Iteration 51Q: 3 clusters Score -135283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -135284.984375 Penalty: 1489.210327
	Iteration 52Q: 3 clusters Score -135285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -135288.187500 Penalty: 1489.210327
	Iteration 53Q: 3 clusters Score -135288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -135288.875000 Penalty: 1489.210327
	Iteration 54Q: 3 clusters Score -135288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -135289.500000 Penalty: 1489.210327
	Iteration 55Q: 3 clusters Score -135289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -135289.734375 Penalty: 1489.210327
	Iteration 56Q: 3 clusters Score -135289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -135289.734375 Penalty: 1489.210327
	Iteration 57F: 3 clusters Score -135289.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -667335.375000 Penalty: 895.609192
	Iteration 0F: 2 clusters Score -667335.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -658950.875000 Penalty: 1791.218384
	Iteration 0F: 3 clusters Score -658950.9 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -662033.750000 Penalty: 1791.218384
	Iteration 1F: 3 clusters Score -662033.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -662242.062500 Penalty: 1791.218384
	Iteration 2Q: 3 clusters Score -662242.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -662472.937500 Penalty: 1791.218384
	Iteration 3Q: 3 clusters Score -662472.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -662742.562500 Penalty: 1791.218384
	Iteration 4Q: 3 clusters Score -662742.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -663090.750000 Penalty: 1791.218384
	Iteration 5F: 3 clusters Score -663090.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -663509.187500 Penalty: 1791.218384
	Iteration 6F: 3 clusters Score -663509.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -663965.187500 Penalty: 1791.218384
	Iteration 7F: 3 clusters Score -663965.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -664436.000000 Penalty: 1791.218384
	Iteration 8F: 3 clusters Score -664436 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -664847.250000 Penalty: 1791.218384
	Iteration 9F: 3 clusters Score -664847.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -665191.937500 Penalty: 1791.218384
	Iteration 10Q: 3 clusters Score -665191.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -665518.250000 Penalty: 1791.218384
	Iteration 11Q: 3 clusters Score -665518.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -665826.125000 Penalty: 1791.218384
	Iteration 12Q: 3 clusters Score -665826.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -666089.125000 Penalty: 1791.218384
	Iteration 13Q: 3 clusters Score -666089.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -666260.750000 Penalty: 1791.218384
	Iteration 14Q: 3 clusters Score -666260.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -666365.375000 Penalty: 1791.218384
	Iteration 15Q: 3 clusters Score -666365.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -666433.562500 Penalty: 1791.218384
	Iteration 16Q: 3 clusters Score -666433.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -666466.125000 Penalty: 1791.218384
	Iteration 17Q: 3 clusters Score -666466.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -666489.562500 Penalty: 1791.218384
	Iteration 18Q: 3 clusters Score -666489.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -666502.000000 Penalty: 1791.218384
	Iteration 19Q: 3 clusters Score -666502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -666509.000000 Penalty: 1791.218384
	Iteration 20F: 3 clusters Score -666509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -666521.500000 Penalty: 1791.218384
	Iteration 21Q: 3 clusters Score -666521.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -666530.375000 Penalty: 1791.218384
	Iteration 22Q: 3 clusters Score -666530.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -666537.562500 Penalty: 1791.218384
	Iteration 23Q: 3 clusters Score -666537.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -666544.562500 Penalty: 1791.218384
	Iteration 24Q: 3 clusters Score -666544.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -666552.562500 Penalty: 1791.218384
	Iteration 25Q: 3 clusters Score -666552.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -666560.000000 Penalty: 1791.218384
	Iteration 26Q: 3 clusters Score -666560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -666568.500000 Penalty: 1791.218384
	Iteration 27Q: 3 clusters Score -666568.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -666579.000000 Penalty: 1791.218384
	Iteration 28Q: 3 clusters Score -666579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -666589.250000 Penalty: 1791.218384
	Iteration 29Q: 3 clusters Score -666589.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -666598.375000 Penalty: 1791.218384
	Iteration 30Q: 3 clusters Score -666598.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -666601.437500 Penalty: 1791.218384
	Iteration 31Q: 3 clusters Score -666601.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -666607.500000 Penalty: 1791.218384
	Iteration 32Q: 3 clusters Score -666607.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -666610.062500 Penalty: 1791.218384
	Iteration 33Q: 3 clusters Score -666610.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -666611.250000 Penalty: 1791.218384
	Iteration 34Q: 3 clusters Score -666611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -666612.687500 Penalty: 1791.218384
	Iteration 35Q: 3 clusters Score -666612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -666614.750000 Penalty: 1791.218384
	Iteration 36Q: 3 clusters Score -666614.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -666615.437500 Penalty: 1791.218384
	Iteration 37Q: 3 clusters Score -666615.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -666619.750000 Penalty: 1791.218384
	Iteration 38Q: 3 clusters Score -666619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -666621.062500 Penalty: 1791.218384
	Iteration 39Q: 3 clusters Score -666621.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -666621.937500 Penalty: 1791.218384
	Iteration 40F: 3 clusters Score -666621.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -666623.375000 Penalty: 1791.218384
	Iteration 41Q: 3 clusters Score -666623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -666624.625000 Penalty: 1791.218384
	Iteration 42Q: 3 clusters Score -666624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -666626.375000 Penalty: 1791.218384
	Iteration 43Q: 3 clusters Score -666626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -666627.062500 Penalty: 1791.218384
	Iteration 44Q: 3 clusters Score -666627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -666626.937500 Penalty: 1791.218384
	Iteration 45Q: 3 clusters Score -666626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -666628.812500 Penalty: 1791.218384
	Iteration 46Q: 3 clusters Score -666628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -666629.812500 Penalty: 1791.218384
	Iteration 47Q: 3 clusters Score -666629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -666629.812500 Penalty: 1791.218384
	Iteration 48F: 3 clusters Score -666629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Entering Unmasked Estep 
Score: -2006381.000000 Penalty: 993.744751
	Iteration 0F: 2 clusters Score -2006381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1983210.875000 Penalty: 1987.489502
	Iteration 0F: 3 clusters Score -1983211 nChanged 16470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1992667.625000 Penalty: 1987.489502
	Iteration 1F: 3 clusters Score -1992668 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1993201.875000 Penalty: 1987.489502
	Iteration 2Q: 3 clusters Score -1993202 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1993806.500000 Penalty: 1987.489502
	Iteration 3Q: 3 clusters Score -1993806 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -1994616.375000 Penalty: 1987.489502
	Iteration 4F: 3 clusters Score -1994616 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -1995801.125000 Penalty: 1987.489502
	Iteration 5F: 3 clusters Score -1995801 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -1997610.625000 Penalty: 1987.489502
	Iteration 6F: 3 clusters Score -1997611 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -1999969.875000 Penalty: 1987.489502
	Iteration 7F: 3 clusters Score -1999970 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -2002174.500000 Penalty: 1987.489502
	Iteration 8F: 3 clusters Score -2002174 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -2003622.000000 Penalty: 1987.489502
	Iteration 9F: 3 clusters Score -2003622 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -2004467.250000 Penalty: 1987.489502
	Iteration 10Q: 3 clusters Score -2004467 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -2004974.750000 Penalty: 1987.489502
	Iteration 11Q: 3 clusters Score -2004975 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -2005239.875000 Penalty: 1987.489502
	Iteration 12Q: 3 clusters Score -2005240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -2005363.375000 Penalty: 1987.489502
	Iteration 13Q: 3 clusters Score -2005363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -2005421.500000 Penalty: 1987.489502
	Iteration 14Q: 3 clusters Score -2005422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -2005450.500000 Penalty: 1987.489502
	Iteration 15Q: 3 clusters Score -2005450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -2005461.625000 Penalty: 1987.489502
	Iteration 16Q: 3 clusters Score -2005462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -2005469.875000 Penalty: 1987.489502
	Iteration 17Q: 3 clusters Score -2005470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -2005478.000000 Penalty: 1987.489502
	Iteration 18Q: 3 clusters Score -2005478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -2005483.125000 Penalty: 1987.489502
	Iteration 19Q: 3 clusters Score -2005483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -2005490.500000 Penalty: 1987.489502
	Iteration 20F: 3 clusters Score -2005490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -2005494.750000 Penalty: 1987.489502
	Iteration 21Q: 3 clusters Score -2005495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -2005498.250000 Penalty: 1987.489502
	Iteration 22Q: 3 clusters Score -2005498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -2005498.250000 Penalty: 1987.489502
	Iteration 23F: 3 clusters Score -2005498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Entering Unmasked Estep 
Score: -490755.468750 Penalty: 867.729919
	Iteration 0F: 2 clusters Score -490755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -484382.593750 Penalty: 1735.459839
	Iteration 0F: 3 clusters Score -484382.6 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -486589.500000 Penalty: 1735.459839
	Iteration 1F: 3 clusters Score -486589.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -486766.250000 Penalty: 1735.459839
	Iteration 2F: 3 clusters Score -486766.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -486941.781250 Penalty: 1735.459839
	Iteration 3Q: 3 clusters Score -486941.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -487125.437500 Penalty: 1735.459839
	Iteration 4Q: 3 clusters Score -487125.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -487335.125000 Penalty: 1735.459839
	Iteration 5Q: 3 clusters Score -487335.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -487600.750000 Penalty: 1735.459839
	Iteration 6Q: 3 clusters Score -487600.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -487868.343750 Penalty: 1735.459839
	Iteration 7Q: 3 clusters Score -487868.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -488103.718750 Penalty: 1735.459839
	Iteration 8Q: 3 clusters Score -488103.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -488338.156250 Penalty: 1735.459839
	Iteration 9Q: 3 clusters Score -488338.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -488554.468750 Penalty: 1735.459839
	Iteration 10Q: 3 clusters Score -488554.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -488813.093750 Penalty: 1735.459839
	Iteration 11Q: 3 clusters Score -488813.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -489083.968750 Penalty: 1735.459839
	Iteration 12Q: 3 clusters Score -489084 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -489327.781250 Penalty: 1735.459839
	Iteration 13Q: 3 clusters Score -489327.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -489566.625000 Penalty: 1735.459839
	Iteration 14Q: 3 clusters Score -489566.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -489786.843750 Penalty: 1735.459839
	Iteration 15Q: 3 clusters Score -489786.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -489970.156250 Penalty: 1735.459839
	Iteration 16Q: 3 clusters Score -489970.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -490104.468750 Penalty: 1735.459839
	Iteration 17Q: 3 clusters Score -490104.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -490192.656250 Penalty: 1735.459839
	Iteration 18Q: 3 clusters Score -490192.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -490250.375000 Penalty: 1735.459839
	Iteration 19Q: 3 clusters Score -490250.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -490283.875000 Penalty: 1735.459839
	Iteration 20F: 3 clusters Score -490283.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -490302.531250 Penalty: 1735.459839
	Iteration 21Q: 3 clusters Score -490302.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -490317.375000 Penalty: 1735.459839
	Iteration 22Q: 3 clusters Score -490317.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -490329.718750 Penalty: 1735.459839
	Iteration 23Q: 3 clusters Score -490329.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -490341.593750 Penalty: 1735.459839
	Iteration 24Q: 3 clusters Score -490341.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -490347.531250 Penalty: 1735.459839
	Iteration 25Q: 3 clusters Score -490347.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -490350.468750 Penalty: 1735.459839
	Iteration 26Q: 3 clusters Score -490350.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -490353.843750 Penalty: 1735.459839
	Iteration 27Q: 3 clusters Score -490353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -490358.187500 Penalty: 1735.459839
	Iteration 28Q: 3 clusters Score -490358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -490360.781250 Penalty: 1735.459839
	Iteration 29Q: 3 clusters Score -490360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -490363.906250 Penalty: 1735.459839
	Iteration 30Q: 3 clusters Score -490363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -490367.781250 Penalty: 1735.459839
	Iteration 31Q: 3 clusters Score -490367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -490367.937500 Penalty: 1735.459839
	Iteration 32Q: 3 clusters Score -490367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -490370.312500 Penalty: 1735.459839
	Iteration 33Q: 3 clusters Score -490370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -490371.406250 Penalty: 1735.459839
	Iteration 34Q: 3 clusters Score -490371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -490371.250000 Penalty: 1735.459839
	Iteration 35Q: 3 clusters Score -490371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -490371.468750 Penalty: 1735.459839
	Iteration 36Q: 3 clusters Score -490371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -490371.968750 Penalty: 1735.459839
	Iteration 37Q: 3 clusters Score -490372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -490372.000000 Penalty: 1735.459839
	Iteration 38Q: 3 clusters Score -490372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -490373.125000 Penalty: 1735.459839
	Iteration 39Q: 3 clusters Score -490373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -490373.000000 Penalty: 1735.459839
	Iteration 40F: 3 clusters Score -490373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -490373.156250 Penalty: 1735.459839
	Iteration 41Q: 3 clusters Score -490373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -490373.156250 Penalty: 1735.459839
	Iteration 42F: 3 clusters Score -490373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Entering Unmasked Estep 
Score: -1342358.875000 Penalty: 961.668274
	Iteration 0F: 2 clusters Score -1342359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1325747.875000 Penalty: 1923.336548
	Iteration 0F: 3 clusters Score -1325748 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1332419.125000 Penalty: 1923.336548
	Iteration 1F: 3 clusters Score -1332419 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1333000.000000 Penalty: 1923.336548
	Iteration 2F: 3 clusters Score -1333000 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1333879.875000 Penalty: 1923.336548
	Iteration 3F: 3 clusters Score -1333880 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1334976.625000 Penalty: 1923.336548
	Iteration 4F: 3 clusters Score -1334977 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1336268.750000 Penalty: 1923.336548
	Iteration 5F: 3 clusters Score -1336269 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1337701.875000 Penalty: 1923.336548
	Iteration 6F: 3 clusters Score -1337702 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1339095.625000 Penalty: 1923.336548
	Iteration 7F: 3 clusters Score -1339096 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1340108.625000 Penalty: 1923.336548
	Iteration 8Q: 3 clusters Score -1340109 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1340760.875000 Penalty: 1923.336548
	Iteration 9Q: 3 clusters Score -1340761 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1341128.375000 Penalty: 1923.336548
	Iteration 10Q: 3 clusters Score -1341128 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1341301.250000 Penalty: 1923.336548
	Iteration 11Q: 3 clusters Score -1341301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1341414.750000 Penalty: 1923.336548
	Iteration 12Q: 3 clusters Score -1341415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1341486.750000 Penalty: 1923.336548
	Iteration 13Q: 3 clusters Score -1341487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1341530.375000 Penalty: 1923.336548
	Iteration 14Q: 3 clusters Score -1341530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1341557.875000 Penalty: 1923.336548
	Iteration 15Q: 3 clusters Score -1341558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1341573.750000 Penalty: 1923.336548
	Iteration 16Q: 3 clusters Score -1341574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1341585.375000 Penalty: 1923.336548
	Iteration 17Q: 3 clusters Score -1341585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1341587.750000 Penalty: 1923.336548
	Iteration 18Q: 3 clusters Score -1341588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1341588.500000 Penalty: 1923.336548
	Iteration 19Q: 3 clusters Score -1341588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1341588.500000 Penalty: 1923.336548
	Iteration 20F: 3 clusters Score -1341588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -116387.929688 Penalty: 730.403259
	Iteration 0F: 2 clusters Score -116387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -114589.554688 Penalty: 1460.806519
	Iteration 0F: 3 clusters Score -114589.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -115043.304688 Penalty: 1460.806519
	Iteration 1F: 3 clusters Score -115043.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -115138.984375 Penalty: 1460.806519
	Iteration 2F: 3 clusters Score -115139 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -115204.789062 Penalty: 1460.806519
	Iteration 3F: 3 clusters Score -115204.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -115246.804688 Penalty: 1460.806519
	Iteration 4Q: 3 clusters Score -115246.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -115276.078125 Penalty: 1460.806519
	Iteration 5Q: 3 clusters Score -115276.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -115304.484375 Penalty: 1460.806519
	Iteration 6Q: 3 clusters Score -115304.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -115326.203125 Penalty: 1460.806519
	Iteration 7Q: 3 clusters Score -115326.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -115336.312500 Penalty: 1460.806519
	Iteration 8Q: 3 clusters Score -115336.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -115344.742188 Penalty: 1460.806519
	Iteration 9Q: 3 clusters Score -115344.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -115356.664062 Penalty: 1460.806519
	Iteration 10Q: 3 clusters Score -115356.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -115370.796875 Penalty: 1460.806519
	Iteration 11Q: 3 clusters Score -115370.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -115390.976562 Penalty: 1460.806519
	Iteration 12Q: 3 clusters Score -115391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -115415.234375 Penalty: 1460.806519
	Iteration 13Q: 3 clusters Score -115415.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -115435.648438 Penalty: 1460.806519
	Iteration 14Q: 3 clusters Score -115435.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -115460.359375 Penalty: 1460.806519
	Iteration 15Q: 3 clusters Score -115460.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -115491.210938 Penalty: 1460.806519
	Iteration 16Q: 3 clusters Score -115491.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -115527.421875 Penalty: 1460.806519
	Iteration 17Q: 3 clusters Score -115527.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -115558.718750 Penalty: 1460.806519
	Iteration 18Q: 3 clusters Score -115558.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -115574.531250 Penalty: 1460.806519
	Iteration 19Q: 3 clusters Score -115574.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -115587.781250 Penalty: 1460.806519
	Iteration 20F: 3 clusters Score -115587.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -115596.242188 Penalty: 1460.806519
	Iteration 21Q: 3 clusters Score -115596.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -115605.585938 Penalty: 1460.806519
	Iteration 22Q: 3 clusters Score -115605.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -115613.390625 Penalty: 1460.806519
	Iteration 23Q: 3 clusters Score -115613.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -115622.046875 Penalty: 1460.806519
	Iteration 24Q: 3 clusters Score -115622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -115632.242188 Penalty: 1460.806519
	Iteration 25Q: 3 clusters Score -115632.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -115642.117188 Penalty: 1460.806519
	Iteration 26Q: 3 clusters Score -115642.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -115648.070312 Penalty: 1460.806519
	Iteration 27Q: 3 clusters Score -115648.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -115652.835938 Penalty: 1460.806519
	Iteration 28Q: 3 clusters Score -115652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -115656.859375 Penalty: 1460.806519
	Iteration 29Q: 3 clusters Score -115656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -115658.718750 Penalty: 1460.806519
	Iteration 30Q: 3 clusters Score -115658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -115659.992188 Penalty: 1460.806519
	Iteration 31Q: 3 clusters Score -115660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -115660.882812 Penalty: 1460.806519
	Iteration 32Q: 3 clusters Score -115660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -115661.476562 Penalty: 1460.806519
	Iteration 33Q: 3 clusters Score -115661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -115661.476562 Penalty: 1460.806519
	Iteration 34F: 3 clusters Score -115661.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -151158.671875 Penalty: 763.566589
	Iteration 0F: 2 clusters Score -151158.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -148795.812500 Penalty: 1527.133179
	Iteration 0F: 3 clusters Score -148795.8 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -149873.453125 Penalty: 1527.133179
	Iteration 1F: 3 clusters Score -149873.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -150277.812500 Penalty: 1527.133179
	Iteration 2F: 3 clusters Score -150277.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -150519.671875 Penalty: 1527.133179
	Iteration 3F: 3 clusters Score -150519.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -150655.421875 Penalty: 1527.133179
	Iteration 4F: 3 clusters Score -150655.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -150726.203125 Penalty: 1527.133179
	Iteration 5Q: 3 clusters Score -150726.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -150757.687500 Penalty: 1527.133179
	Iteration 6Q: 3 clusters Score -150757.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -150777.937500 Penalty: 1527.133179
	Iteration 7Q: 3 clusters Score -150777.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -150793.453125 Penalty: 1527.133179
	Iteration 8Q: 3 clusters Score -150793.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -150803.546875 Penalty: 1527.133179
	Iteration 9Q: 3 clusters Score -150803.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -150811.687500 Penalty: 1527.133179
	Iteration 10Q: 3 clusters Score -150811.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150820.156250 Penalty: 1527.133179
	Iteration 11Q: 3 clusters Score -150820.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150830.656250 Penalty: 1527.133179
	Iteration 12Q: 3 clusters Score -150830.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150840.390625 Penalty: 1527.133179
	Iteration 13Q: 3 clusters Score -150840.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -150851.609375 Penalty: 1527.133179
	Iteration 14Q: 3 clusters Score -150851.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -150859.156250 Penalty: 1527.133179
	Iteration 15Q: 3 clusters Score -150859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150864.453125 Penalty: 1527.133179
	Iteration 16Q: 3 clusters Score -150864.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -150867.015625 Penalty: 1527.133179
	Iteration 17Q: 3 clusters Score -150867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -150869.734375 Penalty: 1527.133179
	Iteration 18Q: 3 clusters Score -150869.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150872.390625 Penalty: 1527.133179
	Iteration 19Q: 3 clusters Score -150872.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150874.203125 Penalty: 1527.133179
	Iteration 20F: 3 clusters Score -150874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -150876.937500 Penalty: 1527.133179
	Iteration 21Q: 3 clusters Score -150876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -150879.953125 Penalty: 1527.133179
	Iteration 22Q: 3 clusters Score -150880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -150880.734375 Penalty: 1527.133179
	Iteration 23Q: 3 clusters Score -150880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -150882.812500 Penalty: 1527.133179
	Iteration 24Q: 3 clusters Score -150882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -150884.812500 Penalty: 1527.133179
	Iteration 25Q: 3 clusters Score -150884.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150886.125000 Penalty: 1527.133179
	Iteration 26Q: 3 clusters Score -150886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -150887.625000 Penalty: 1527.133179
	Iteration 27Q: 3 clusters Score -150887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -150889.843750 Penalty: 1527.133179
	Iteration 28Q: 3 clusters Score -150889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -150891.093750 Penalty: 1527.133179
	Iteration 29Q: 3 clusters Score -150891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -150892.328125 Penalty: 1527.133179
	Iteration 30Q: 3 clusters Score -150892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -150893.406250 Penalty: 1527.133179
	Iteration 31Q: 3 clusters Score -150893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150893.703125 Penalty: 1527.133179
	Iteration 32Q: 3 clusters Score -150893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150893.703125 Penalty: 1527.133179
	Iteration 33F: 3 clusters Score -150893.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Entering Unmasked Estep 
Score: -898193.812500 Penalty: 918.677917
	Iteration 0F: 2 clusters Score -898193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -887538.812500 Penalty: 1837.355835
	Iteration 0F: 3 clusters Score -887538.8 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -891508.875000 Penalty: 1837.355835
	Iteration 1F: 3 clusters Score -891508.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -891770.500000 Penalty: 1837.355835
	Iteration 2Q: 3 clusters Score -891770.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -892067.625000 Penalty: 1837.355835
	Iteration 3Q: 3 clusters Score -892067.6 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -892430.937500 Penalty: 1837.355835
	Iteration 4Q: 3 clusters Score -892430.9 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -892879.687500 Penalty: 1837.355835
	Iteration 5F: 3 clusters Score -892879.7 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -893407.625000 Penalty: 1837.355835
	Iteration 6F: 3 clusters Score -893407.6 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -893998.937500 Penalty: 1837.355835
	Iteration 7F: 3 clusters Score -893998.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -894537.062500 Penalty: 1837.355835
	Iteration 8F: 3 clusters Score -894537.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -894970.875000 Penalty: 1837.355835
	Iteration 9Q: 3 clusters Score -894970.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -895302.750000 Penalty: 1837.355835
	Iteration 10Q: 3 clusters Score -895302.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -895566.312500 Penalty: 1837.355835
	Iteration 11Q: 3 clusters Score -895566.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -895745.187500 Penalty: 1837.355835
	Iteration 12Q: 3 clusters Score -895745.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -895879.812500 Penalty: 1837.355835
	Iteration 13Q: 3 clusters Score -895879.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -896005.187500 Penalty: 1837.355835
	Iteration 14Q: 3 clusters Score -896005.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -896084.812500 Penalty: 1837.355835
	Iteration 15Q: 3 clusters Score -896084.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -896139.687500 Penalty: 1837.355835
	Iteration 16Q: 3 clusters Score -896139.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -896175.687500 Penalty: 1837.355835
	Iteration 17Q: 3 clusters Score -896175.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -896200.250000 Penalty: 1837.355835
	Iteration 18Q: 3 clusters Score -896200.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -896220.125000 Penalty: 1837.355835
	Iteration 19Q: 3 clusters Score -896220.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -896235.500000 Penalty: 1837.355835
	Iteration 20F: 3 clusters Score -896235.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -896247.500000 Penalty: 1837.355835
	Iteration 21Q: 3 clusters Score -896247.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -896260.812500 Penalty: 1837.355835
	Iteration 22Q: 3 clusters Score -896260.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -896272.750000 Penalty: 1837.355835
	Iteration 23Q: 3 clusters Score -896272.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -896280.000000 Penalty: 1837.355835
	Iteration 24Q: 3 clusters Score -896280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -896293.812500 Penalty: 1837.355835
	Iteration 25Q: 3 clusters Score -896293.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -896303.687500 Penalty: 1837.355835
	Iteration 26Q: 3 clusters Score -896303.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -896311.375000 Penalty: 1837.355835
	Iteration 27Q: 3 clusters Score -896311.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -896324.187500 Penalty: 1837.355835
	Iteration 28Q: 3 clusters Score -896324.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -896344.750000 Penalty: 1837.355835
	Iteration 29Q: 3 clusters Score -896344.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -896360.062500 Penalty: 1837.355835
	Iteration 30Q: 3 clusters Score -896360.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -896374.062500 Penalty: 1837.355835
	Iteration 31Q: 3 clusters Score -896374.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -896390.875000 Penalty: 1837.355835
	Iteration 32Q: 3 clusters Score -896390.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -896410.500000 Penalty: 1837.355835
	Iteration 33Q: 3 clusters Score -896410.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -896430.750000 Penalty: 1837.355835
	Iteration 34Q: 3 clusters Score -896430.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -896447.875000 Penalty: 1837.355835
	Iteration 35Q: 3 clusters Score -896447.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -896474.500000 Penalty: 1837.355835
	Iteration 36Q: 3 clusters Score -896474.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -896495.500000 Penalty: 1837.355835
	Iteration 37Q: 3 clusters Score -896495.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -896524.875000 Penalty: 1837.355835
	Iteration 38Q: 3 clusters Score -896524.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -896558.187500 Penalty: 1837.355835
	Iteration 39Q: 3 clusters Score -896558.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -896591.312500 Penalty: 1837.355835
	Iteration 40F: 3 clusters Score -896591.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -896626.375000 Penalty: 1837.355835
	Iteration 41Q: 3 clusters Score -896626.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -896666.125000 Penalty: 1837.355835
	Iteration 42Q: 3 clusters Score -896666.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -896709.375000 Penalty: 1837.355835
	Iteration 43Q: 3 clusters Score -896709.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -896767.875000 Penalty: 1837.355835
	Iteration 44Q: 3 clusters Score -896767.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -896829.187500 Penalty: 1837.355835
	Iteration 45Q: 3 clusters Score -896829.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -896897.500000 Penalty: 1837.355835
	Iteration 46Q: 3 clusters Score -896897.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -896952.312500 Penalty: 1837.355835
	Iteration 47Q: 3 clusters Score -896952.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -897004.937500 Penalty: 1837.355835
	Iteration 48Q: 3 clusters Score -897004.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -897053.125000 Penalty: 1837.355835
	Iteration 49Q: 3 clusters Score -897053.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -897109.312500 Penalty: 1837.355835
	Iteration 50Q: 3 clusters Score -897109.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -897160.125000 Penalty: 1837.355835
	Iteration 51Q: 3 clusters Score -897160.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -897213.125000 Penalty: 1837.355835
	Iteration 52Q: 3 clusters Score -897213.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -897264.562500 Penalty: 1837.355835
	Iteration 53Q: 3 clusters Score -897264.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -897312.875000 Penalty: 1837.355835
	Iteration 54Q: 3 clusters Score -897312.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -897351.937500 Penalty: 1837.355835
	Iteration 55Q: 3 clusters Score -897351.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -897378.250000 Penalty: 1837.355835
	Iteration 56Q: 3 clusters Score -897378.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -897403.750000 Penalty: 1837.355835
	Iteration 57Q: 3 clusters Score -897403.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -897423.687500 Penalty: 1837.355835
	Iteration 58Q: 3 clusters Score -897423.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -897450.250000 Penalty: 1837.355835
	Iteration 59Q: 3 clusters Score -897450.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -897474.250000 Penalty: 1837.355835
	Iteration 60F: 3 clusters Score -897474.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -897492.000000 Penalty: 1837.355835
	Iteration 61Q: 3 clusters Score -897492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -897506.250000 Penalty: 1837.355835
	Iteration 62Q: 3 clusters Score -897506.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -897520.437500 Penalty: 1837.355835
	Iteration 63Q: 3 clusters Score -897520.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -897532.062500 Penalty: 1837.355835
	Iteration 64Q: 3 clusters Score -897532.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -897543.437500 Penalty: 1837.355835
	Iteration 65Q: 3 clusters Score -897543.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -897550.062500 Penalty: 1837.355835
	Iteration 66Q: 3 clusters Score -897550.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -897553.687500 Penalty: 1837.355835
	Iteration 67Q: 3 clusters Score -897553.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -897557.125000 Penalty: 1837.355835
	Iteration 68Q: 3 clusters Score -897557.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -897564.437500 Penalty: 1837.355835
	Iteration 69Q: 3 clusters Score -897564.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -897568.875000 Penalty: 1837.355835
	Iteration 70Q: 3 clusters Score -897568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -897570.875000 Penalty: 1837.355835
	Iteration 71Q: 3 clusters Score -897570.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -897573.125000 Penalty: 1837.355835
	Iteration 72Q: 3 clusters Score -897573.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -897575.000000 Penalty: 1837.355835
	Iteration 73Q: 3 clusters Score -897575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -897576.062500 Penalty: 1837.355835
	Iteration 74Q: 3 clusters Score -897576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -897577.875000 Penalty: 1837.355835
	Iteration 75Q: 3 clusters Score -897577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -897578.875000 Penalty: 1837.355835
	Iteration 76Q: 3 clusters Score -897578.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -897581.250000 Penalty: 1837.355835
	Iteration 77Q: 3 clusters Score -897581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -897580.937500 Penalty: 1837.355835
	Iteration 78Q: 3 clusters Score -897580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -897582.062500 Penalty: 1837.355835
	Iteration 79Q: 3 clusters Score -897582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -897585.375000 Penalty: 1837.355835
	Iteration 80F: 3 clusters Score -897585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -897585.437500 Penalty: 1837.355835
	Iteration 81Q: 3 clusters Score -897585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -897586.250000 Penalty: 1837.355835
	Iteration 82Q: 3 clusters Score -897586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -897586.562500 Penalty: 1837.355835
	Iteration 83Q: 3 clusters Score -897586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -897586.750000 Penalty: 1837.355835
	Iteration 84Q: 3 clusters Score -897586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -897586.875000 Penalty: 1837.355835
	Iteration 85Q: 3 clusters Score -897586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -897588.875000 Penalty: 1837.355835
	Iteration 86Q: 3 clusters Score -897588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -897589.250000 Penalty: 1837.355835
	Iteration 87Q: 3 clusters Score -897589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -897589.000000 Penalty: 1837.355835
	Iteration 88Q: 3 clusters Score -897589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -897591.000000 Penalty: 1837.355835
	Iteration 89Q: 3 clusters Score -897591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -897590.812500 Penalty: 1837.355835
	Iteration 90Q: 3 clusters Score -897590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -897589.375000 Penalty: 1837.355835
	Iteration 91Q: 3 clusters Score -897589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -897589.375000 Penalty: 1837.355835
	Iteration 92F: 3 clusters Score -897589.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -81911.382812 Penalty: 710.961609
	Iteration 0F: 2 clusters Score -81911.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -80364.359375 Penalty: 1421.923218
	Iteration 0F: 3 clusters Score -80364.36 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -80788.406250 Penalty: 1421.923218
	Iteration 1F: 3 clusters Score -80788.41 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -80912.007812 Penalty: 1421.923218
	Iteration 2F: 3 clusters Score -80912.01 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -81012.812500 Penalty: 1421.923218
	Iteration 3F: 3 clusters Score -81012.81 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -81084.398438 Penalty: 1421.923218
	Iteration 4F: 3 clusters Score -81084.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81136.296875 Penalty: 1421.923218
	Iteration 5Q: 3 clusters Score -81136.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81173.351562 Penalty: 1421.923218
	Iteration 6Q: 3 clusters Score -81173.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81200.140625 Penalty: 1421.923218
	Iteration 7Q: 3 clusters Score -81200.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81224.984375 Penalty: 1421.923218
	Iteration 8Q: 3 clusters Score -81224.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81241.640625 Penalty: 1421.923218
	Iteration 9Q: 3 clusters Score -81241.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81254.734375 Penalty: 1421.923218
	Iteration 10Q: 3 clusters Score -81254.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81277.585938 Penalty: 1421.923218
	Iteration 11Q: 3 clusters Score -81277.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81301.992188 Penalty: 1421.923218
	Iteration 12Q: 3 clusters Score -81301.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81327.445312 Penalty: 1421.923218
	Iteration 13Q: 3 clusters Score -81327.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81354.007812 Penalty: 1421.923218
	Iteration 14Q: 3 clusters Score -81354.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -81379.750000 Penalty: 1421.923218
	Iteration 15Q: 3 clusters Score -81379.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -81403.695312 Penalty: 1421.923218
	Iteration 16Q: 3 clusters Score -81403.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -81418.882812 Penalty: 1421.923218
	Iteration 17Q: 3 clusters Score -81418.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -81436.109375 Penalty: 1421.923218
	Iteration 18Q: 3 clusters Score -81436.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81452.468750 Penalty: 1421.923218
	Iteration 19Q: 3 clusters Score -81452.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -81461.992188 Penalty: 1421.923218
	Iteration 20F: 3 clusters Score -81461.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -81467.140625 Penalty: 1421.923218
	Iteration 21Q: 3 clusters Score -81467.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -81471.031250 Penalty: 1421.923218
	Iteration 22Q: 3 clusters Score -81471.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -81474.195312 Penalty: 1421.923218
	Iteration 23Q: 3 clusters Score -81474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81477.218750 Penalty: 1421.923218
	Iteration 24Q: 3 clusters Score -81477.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -81478.023438 Penalty: 1421.923218
	Iteration 25Q: 3 clusters Score -81478.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81479.046875 Penalty: 1421.923218
	Iteration 26Q: 3 clusters Score -81479.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81479.046875 Penalty: 1421.923218
	Iteration 27F: 3 clusters Score -81479.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Entering Unmasked Estep 
Score: -248261.906250 Penalty: 800.548889
	Iteration 0F: 2 clusters Score -248261.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -244935.109375 Penalty: 1601.097778
	Iteration 0F: 3 clusters Score -244935.1 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -246023.312500 Penalty: 1601.097778
	Iteration 1F: 3 clusters Score -246023.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -246211.093750 Penalty: 1601.097778
	Iteration 2F: 3 clusters Score -246211.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -246370.421875 Penalty: 1601.097778
	Iteration 3F: 3 clusters Score -246370.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -246508.625000 Penalty: 1601.097778
	Iteration 4F: 3 clusters Score -246508.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -246634.546875 Penalty: 1601.097778
	Iteration 5Q: 3 clusters Score -246634.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -246736.562500 Penalty: 1601.097778
	Iteration 6Q: 3 clusters Score -246736.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -246833.093750 Penalty: 1601.097778
	Iteration 7Q: 3 clusters Score -246833.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -246935.484375 Penalty: 1601.097778
	Iteration 8Q: 3 clusters Score -246935.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -247049.281250 Penalty: 1601.097778
	Iteration 9Q: 3 clusters Score -247049.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -247142.031250 Penalty: 1601.097778
	Iteration 10Q: 3 clusters Score -247142 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -247198.343750 Penalty: 1601.097778
	Iteration 11Q: 3 clusters Score -247198.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -247239.734375 Penalty: 1601.097778
	Iteration 12Q: 3 clusters Score -247239.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -247263.218750 Penalty: 1601.097778
	Iteration 13Q: 3 clusters Score -247263.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -247280.531250 Penalty: 1601.097778
	Iteration 14Q: 3 clusters Score -247280.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -247296.062500 Penalty: 1601.097778
	Iteration 15Q: 3 clusters Score -247296.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -247310.390625 Penalty: 1601.097778
	Iteration 16Q: 3 clusters Score -247310.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -247322.562500 Penalty: 1601.097778
	Iteration 17Q: 3 clusters Score -247322.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -247333.468750 Penalty: 1601.097778
	Iteration 18Q: 3 clusters Score -247333.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -247343.843750 Penalty: 1601.097778
	Iteration 19Q: 3 clusters Score -247343.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -247354.671875 Penalty: 1601.097778
	Iteration 20F: 3 clusters Score -247354.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -247368.734375 Penalty: 1601.097778
	Iteration 21Q: 3 clusters Score -247368.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -247381.390625 Penalty: 1601.097778
	Iteration 22Q: 3 clusters Score -247381.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -247391.531250 Penalty: 1601.097778
	Iteration 23Q: 3 clusters Score -247391.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -247402.468750 Penalty: 1601.097778
	Iteration 24Q: 3 clusters Score -247402.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -247416.218750 Penalty: 1601.097778
	Iteration 25Q: 3 clusters Score -247416.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -247430.375000 Penalty: 1601.097778
	Iteration 26Q: 3 clusters Score -247430.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -247443.343750 Penalty: 1601.097778
	Iteration 27Q: 3 clusters Score -247443.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -247453.812500 Penalty: 1601.097778
	Iteration 28Q: 3 clusters Score -247453.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -247463.218750 Penalty: 1601.097778
	Iteration 29Q: 3 clusters Score -247463.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -247468.656250 Penalty: 1601.097778
	Iteration 30Q: 3 clusters Score -247468.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -247471.953125 Penalty: 1601.097778
	Iteration 31Q: 3 clusters Score -247472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -247475.609375 Penalty: 1601.097778
	Iteration 32Q: 3 clusters Score -247475.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -247478.828125 Penalty: 1601.097778
	Iteration 33Q: 3 clusters Score -247478.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -247481.437500 Penalty: 1601.097778
	Iteration 34Q: 3 clusters Score -247481.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -247484.218750 Penalty: 1601.097778
	Iteration 35Q: 3 clusters Score -247484.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -247487.781250 Penalty: 1601.097778
	Iteration 36Q: 3 clusters Score -247487.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -247491.484375 Penalty: 1601.097778
	Iteration 37Q: 3 clusters Score -247491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -247494.937500 Penalty: 1601.097778
	Iteration 38Q: 3 clusters Score -247494.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -247496.906250 Penalty: 1601.097778
	Iteration 39Q: 3 clusters Score -247496.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -247498.484375 Penalty: 1601.097778
	Iteration 40F: 3 clusters Score -247498.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -247502.343750 Penalty: 1601.097778
	Iteration 41Q: 3 clusters Score -247502.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -247505.125000 Penalty: 1601.097778
	Iteration 42Q: 3 clusters Score -247505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -247507.453125 Penalty: 1601.097778
	Iteration 43Q: 3 clusters Score -247507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -247510.812500 Penalty: 1601.097778
	Iteration 44Q: 3 clusters Score -247510.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -247514.421875 Penalty: 1601.097778
	Iteration 45Q: 3 clusters Score -247514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -247518.000000 Penalty: 1601.097778
	Iteration 46Q: 3 clusters Score -247518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -247520.765625 Penalty: 1601.097778
	Iteration 47Q: 3 clusters Score -247520.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -247523.156250 Penalty: 1601.097778
	Iteration 48Q: 3 clusters Score -247523.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -247524.296875 Penalty: 1601.097778
	Iteration 49Q: 3 clusters Score -247524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -247525.781250 Penalty: 1601.097778
	Iteration 50Q: 3 clusters Score -247525.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -247526.796875 Penalty: 1601.097778
	Iteration 51Q: 3 clusters Score -247526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -247528.093750 Penalty: 1601.097778
	Iteration 52Q: 3 clusters Score -247528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -247531.156250 Penalty: 1601.097778
	Iteration 53Q: 3 clusters Score -247531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -247534.968750 Penalty: 1601.097778
	Iteration 54Q: 3 clusters Score -247535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -247541.000000 Penalty: 1601.097778
	Iteration 55Q: 3 clusters Score -247541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -247545.656250 Penalty: 1601.097778
	Iteration 56Q: 3 clusters Score -247545.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -247547.828125 Penalty: 1601.097778
	Iteration 57Q: 3 clusters Score -247547.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -247551.640625 Penalty: 1601.097778
	Iteration 58Q: 3 clusters Score -247551.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -247556.125000 Penalty: 1601.097778
	Iteration 59Q: 3 clusters Score -247556.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -247560.890625 Penalty: 1601.097778
	Iteration 60F: 3 clusters Score -247560.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247565.203125 Penalty: 1601.097778
	Iteration 61Q: 3 clusters Score -247565.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -247568.109375 Penalty: 1601.097778
	Iteration 62Q: 3 clusters Score -247568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -247575.921875 Penalty: 1601.097778
	Iteration 63Q: 3 clusters Score -247575.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -247580.843750 Penalty: 1601.097778
	Iteration 64Q: 3 clusters Score -247580.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -247584.921875 Penalty: 1601.097778
	Iteration 65Q: 3 clusters Score -247584.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -247589.890625 Penalty: 1601.097778
	Iteration 66Q: 3 clusters Score -247589.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -247597.171875 Penalty: 1601.097778
	Iteration 67Q: 3 clusters Score -247597.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -247602.468750 Penalty: 1601.097778
	Iteration 68Q: 3 clusters Score -247602.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -247604.125000 Penalty: 1601.097778
	Iteration 69Q: 3 clusters Score -247604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -247606.125000 Penalty: 1601.097778
	Iteration 70Q: 3 clusters Score -247606.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -247609.078125 Penalty: 1601.097778
	Iteration 71Q: 3 clusters Score -247609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247613.203125 Penalty: 1601.097778
	Iteration 72Q: 3 clusters Score -247613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -247614.828125 Penalty: 1601.097778
	Iteration 73Q: 3 clusters Score -247614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -247616.171875 Penalty: 1601.097778
	Iteration 74Q: 3 clusters Score -247616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -247616.703125 Penalty: 1601.097778
	Iteration 75Q: 3 clusters Score -247616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -247617.000000 Penalty: 1601.097778
	Iteration 76Q: 3 clusters Score -247617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -247617.421875 Penalty: 1601.097778
	Iteration 77Q: 3 clusters Score -247617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -247618.125000 Penalty: 1601.097778
	Iteration 78Q: 3 clusters Score -247618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -247618.640625 Penalty: 1601.097778
	Iteration 79Q: 3 clusters Score -247618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -247618.984375 Penalty: 1601.097778
	Iteration 80F: 3 clusters Score -247619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -247619.140625 Penalty: 1601.097778
	Iteration 81Q: 3 clusters Score -247619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -247619.921875 Penalty: 1601.097778
	Iteration 82Q: 3 clusters Score -247619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -247620.328125 Penalty: 1601.097778
	Iteration 83Q: 3 clusters Score -247620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -247620.828125 Penalty: 1601.097778
	Iteration 84Q: 3 clusters Score -247620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -247621.296875 Penalty: 1601.097778
	Iteration 85Q: 3 clusters Score -247621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -247622.250000 Penalty: 1601.097778
	Iteration 86Q: 3 clusters Score -247622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -247622.671875 Penalty: 1601.097778
	Iteration 87Q: 3 clusters Score -247622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -247623.468750 Penalty: 1601.097778
	Iteration 88Q: 3 clusters Score -247623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -247623.750000 Penalty: 1601.097778
	Iteration 89Q: 3 clusters Score -247623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -247624.015625 Penalty: 1601.097778
	Iteration 90Q: 3 clusters Score -247624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -247625.734375 Penalty: 1601.097778
	Iteration 91Q: 3 clusters Score -247625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -247626.296875 Penalty: 1601.097778
	Iteration 92Q: 3 clusters Score -247626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -247626.109375 Penalty: 1601.097778
	Iteration 93Q: 3 clusters Score -247626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -247625.921875 Penalty: 1601.097778
	Iteration 94Q: 3 clusters Score -247625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -247625.921875 Penalty: 1601.097778
	Iteration 95F: 3 clusters Score -247625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -337512.718750 Penalty: 817.668213
	Iteration 0F: 2 clusters Score -337512.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -333599.406250 Penalty: 1635.336426
	Iteration 0F: 3 clusters Score -333599.4 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -334830.250000 Penalty: 1635.336426
	Iteration 1F: 3 clusters Score -334830.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -334947.750000 Penalty: 1635.336426
	Iteration 2F: 3 clusters Score -334947.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -335022.375000 Penalty: 1635.336426
	Iteration 3Q: 3 clusters Score -335022.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -335079.812500 Penalty: 1635.336426
	Iteration 4Q: 3 clusters Score -335079.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -335130.031250 Penalty: 1635.336426
	Iteration 5Q: 3 clusters Score -335130 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -335186.656250 Penalty: 1635.336426
	Iteration 6Q: 3 clusters Score -335186.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -335248.500000 Penalty: 1635.336426
	Iteration 7Q: 3 clusters Score -335248.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -335304.906250 Penalty: 1635.336426
	Iteration 8Q: 3 clusters Score -335304.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -335372.812500 Penalty: 1635.336426
	Iteration 9Q: 3 clusters Score -335372.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -335464.312500 Penalty: 1635.336426
	Iteration 10Q: 3 clusters Score -335464.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -335588.968750 Penalty: 1635.336426
	Iteration 11Q: 3 clusters Score -335589 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -335727.187500 Penalty: 1635.336426
	Iteration 12Q: 3 clusters Score -335727.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -335915.375000 Penalty: 1635.336426
	Iteration 13Q: 3 clusters Score -335915.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -336122.375000 Penalty: 1635.336426
	Iteration 14Q: 3 clusters Score -336122.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -336337.968750 Penalty: 1635.336426
	Iteration 15Q: 3 clusters Score -336338 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -336505.093750 Penalty: 1635.336426
	Iteration 16Q: 3 clusters Score -336505.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -336612.281250 Penalty: 1635.336426
	Iteration 17Q: 3 clusters Score -336612.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -336672.531250 Penalty: 1635.336426
	Iteration 18Q: 3 clusters Score -336672.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -336712.687500 Penalty: 1635.336426
	Iteration 19Q: 3 clusters Score -336712.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -336743.812500 Penalty: 1635.336426
	Iteration 20F: 3 clusters Score -336743.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -336766.000000 Penalty: 1635.336426
	Iteration 21Q: 3 clusters Score -336766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -336778.937500 Penalty: 1635.336426
	Iteration 22Q: 3 clusters Score -336778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -336783.500000 Penalty: 1635.336426
	Iteration 23Q: 3 clusters Score -336783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -336786.562500 Penalty: 1635.336426
	Iteration 24Q: 3 clusters Score -336786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -336792.500000 Penalty: 1635.336426
	Iteration 25Q: 3 clusters Score -336792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -336794.593750 Penalty: 1635.336426
	Iteration 26Q: 3 clusters Score -336794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -336799.000000 Penalty: 1635.336426
	Iteration 27Q: 3 clusters Score -336799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -336800.812500 Penalty: 1635.336426
	Iteration 28Q: 3 clusters Score -336800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -336802.937500 Penalty: 1635.336426
	Iteration 29Q: 3 clusters Score -336802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -336808.031250 Penalty: 1635.336426
	Iteration 30Q: 3 clusters Score -336808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -336812.218750 Penalty: 1635.336426
	Iteration 31Q: 3 clusters Score -336812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -336816.562500 Penalty: 1635.336426
	Iteration 32Q: 3 clusters Score -336816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -336818.625000 Penalty: 1635.336426
	Iteration 33Q: 3 clusters Score -336818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -336819.218750 Penalty: 1635.336426
	Iteration 34Q: 3 clusters Score -336819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -336819.218750 Penalty: 1635.336426
	Iteration 35F: 3 clusters Score -336819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -60600.441406 Penalty: 691.272888
	Iteration 0F: 2 clusters Score -60600.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -59271.519531 Penalty: 1382.545776
	Iteration 0F: 3 clusters Score -59271.52 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -59668.195312 Penalty: 1382.545776
	Iteration 1F: 3 clusters Score -59668.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -59827.703125 Penalty: 1382.545776
	Iteration 2F: 3 clusters Score -59827.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -59942.921875 Penalty: 1382.545776
	Iteration 3F: 3 clusters Score -59942.92 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60035.714844 Penalty: 1382.545776
	Iteration 4F: 3 clusters Score -60035.71 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60115.347656 Penalty: 1382.545776
	Iteration 5F: 3 clusters Score -60115.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -60172.390625 Penalty: 1382.545776
	Iteration 6Q: 3 clusters Score -60172.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -60209.074219 Penalty: 1382.545776
	Iteration 7Q: 3 clusters Score -60209.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60246.792969 Penalty: 1382.545776
	Iteration 8Q: 3 clusters Score -60246.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -60265.996094 Penalty: 1382.545776
	Iteration 9Q: 3 clusters Score -60266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60291.742188 Penalty: 1382.545776
	Iteration 10Q: 3 clusters Score -60291.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60302.707031 Penalty: 1382.545776
	Iteration 11Q: 3 clusters Score -60302.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60311.597656 Penalty: 1382.545776
	Iteration 12Q: 3 clusters Score -60311.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60316.230469 Penalty: 1382.545776
	Iteration 13Q: 3 clusters Score -60316.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60320.640625 Penalty: 1382.545776
	Iteration 14Q: 3 clusters Score -60320.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60321.316406 Penalty: 1382.545776
	Iteration 15Q: 3 clusters Score -60321.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60321.652344 Penalty: 1382.545776
	Iteration 16Q: 3 clusters Score -60321.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60321.921875 Penalty: 1382.545776
	Iteration 17Q: 3 clusters Score -60321.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60322.500000 Penalty: 1382.545776
	Iteration 18Q: 3 clusters Score -60322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60325.164062 Penalty: 1382.545776
	Iteration 19Q: 3 clusters Score -60325.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60327.410156 Penalty: 1382.545776
	Iteration 20F: 3 clusters Score -60327.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60330.367188 Penalty: 1382.545776
	Iteration 21Q: 3 clusters Score -60330.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -60335.292969 Penalty: 1382.545776
	Iteration 22Q: 3 clusters Score -60335.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -60342.296875 Penalty: 1382.545776
	Iteration 23Q: 3 clusters Score -60342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60345.910156 Penalty: 1382.545776
	Iteration 24Q: 3 clusters Score -60345.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60347.972656 Penalty: 1382.545776
	Iteration 25Q: 3 clusters Score -60347.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -60349.296875 Penalty: 1382.545776
	Iteration 26Q: 3 clusters Score -60349.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -60352.148438 Penalty: 1382.545776
	Iteration 27Q: 3 clusters Score -60352.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -60354.152344 Penalty: 1382.545776
	Iteration 28Q: 3 clusters Score -60354.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60358.710938 Penalty: 1382.545776
	Iteration 29Q: 3 clusters Score -60358.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -60361.949219 Penalty: 1382.545776
	Iteration 30Q: 3 clusters Score -60361.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60363.308594 Penalty: 1382.545776
	Iteration 31Q: 3 clusters Score -60363.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -60364.406250 Penalty: 1382.545776
	Iteration 32Q: 3 clusters Score -60364.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60364.597656 Penalty: 1382.545776
	Iteration 33Q: 3 clusters Score -60364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60364.597656 Penalty: 1382.545776
	Iteration 34F: 3 clusters Score -60364.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Entering Unmasked Estep 
Score: -456274.906250 Penalty: 870.985413
	Iteration 0F: 2 clusters Score -456274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -449858.343750 Penalty: 1741.970825
	Iteration 0F: 3 clusters Score -449858.3 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -452280.906250 Penalty: 1741.970825
	Iteration 1F: 3 clusters Score -452280.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -452560.718750 Penalty: 1741.970825
	Iteration 2F: 3 clusters Score -452560.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -452845.343750 Penalty: 1741.970825
	Iteration 3F: 3 clusters Score -452845.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -453134.218750 Penalty: 1741.970825
	Iteration 4F: 3 clusters Score -453134.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -453391.031250 Penalty: 1741.970825
	Iteration 5F: 3 clusters Score -453391 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -453623.937500 Penalty: 1741.970825
	Iteration 6F: 3 clusters Score -453623.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -453858.781250 Penalty: 1741.970825
	Iteration 7Q: 3 clusters Score -453858.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -454081.968750 Penalty: 1741.970825
	Iteration 8Q: 3 clusters Score -454082 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -454283.968750 Penalty: 1741.970825
	Iteration 9Q: 3 clusters Score -454284 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -454472.125000 Penalty: 1741.970825
	Iteration 10Q: 3 clusters Score -454472.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -454653.000000 Penalty: 1741.970825
	Iteration 11Q: 3 clusters Score -454653 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -454817.343750 Penalty: 1741.970825
	Iteration 12Q: 3 clusters Score -454817.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -454987.250000 Penalty: 1741.970825
	Iteration 13Q: 3 clusters Score -454987.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -455153.250000 Penalty: 1741.970825
	Iteration 14Q: 3 clusters Score -455153.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -455312.968750 Penalty: 1741.970825
	Iteration 15Q: 3 clusters Score -455313 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -455462.843750 Penalty: 1741.970825
	Iteration 16Q: 3 clusters Score -455462.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -455608.625000 Penalty: 1741.970825
	Iteration 17Q: 3 clusters Score -455608.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -455716.812500 Penalty: 1741.970825
	Iteration 18Q: 3 clusters Score -455716.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -455792.906250 Penalty: 1741.970825
	Iteration 19Q: 3 clusters Score -455792.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -455844.031250 Penalty: 1741.970825
	Iteration 20F: 3 clusters Score -455844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -455881.718750 Penalty: 1741.970825
	Iteration 21Q: 3 clusters Score -455881.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -455913.343750 Penalty: 1741.970825
	Iteration 22Q: 3 clusters Score -455913.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -455937.156250 Penalty: 1741.970825
	Iteration 23Q: 3 clusters Score -455937.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -455948.375000 Penalty: 1741.970825
	Iteration 24Q: 3 clusters Score -455948.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -455954.343750 Penalty: 1741.970825
	Iteration 25Q: 3 clusters Score -455954.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -455957.937500 Penalty: 1741.970825
	Iteration 26Q: 3 clusters Score -455957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -455960.281250 Penalty: 1741.970825
	Iteration 27Q: 3 clusters Score -455960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -455964.218750 Penalty: 1741.970825
	Iteration 28Q: 3 clusters Score -455964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -455966.500000 Penalty: 1741.970825
	Iteration 29Q: 3 clusters Score -455966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -455968.875000 Penalty: 1741.970825
	Iteration 30Q: 3 clusters Score -455968.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -455971.562500 Penalty: 1741.970825
	Iteration 31Q: 3 clusters Score -455971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -455972.031250 Penalty: 1741.970825
	Iteration 32Q: 3 clusters Score -455972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -455972.281250 Penalty: 1741.970825
	Iteration 33Q: 3 clusters Score -455972.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -455973.843750 Penalty: 1741.970825
	Iteration 34Q: 3 clusters Score -455973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -455973.625000 Penalty: 1741.970825
	Iteration 35Q: 3 clusters Score -455973.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -455973.625000 Penalty: 1741.970825
	Iteration 36F: 3 clusters Score -455973.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -280096.468750 Penalty: 820.794434
	Iteration 0F: 2 clusters Score -280096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -276135.968750 Penalty: 1641.588867
	Iteration 0F: 3 clusters Score -276136 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -277606.718750 Penalty: 1641.588867
	Iteration 1F: 3 clusters Score -277606.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -277935.000000 Penalty: 1641.588867
	Iteration 2F: 3 clusters Score -277935 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -278252.750000 Penalty: 1641.588867
	Iteration 3F: 3 clusters Score -278252.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -278508.250000 Penalty: 1641.588867
	Iteration 4F: 3 clusters Score -278508.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -278686.687500 Penalty: 1641.588867
	Iteration 5F: 3 clusters Score -278686.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -278832.218750 Penalty: 1641.588867
	Iteration 6Q: 3 clusters Score -278832.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -278943.625000 Penalty: 1641.588867
	Iteration 7Q: 3 clusters Score -278943.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -279041.093750 Penalty: 1641.588867
	Iteration 8Q: 3 clusters Score -279041.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -279152.718750 Penalty: 1641.588867
	Iteration 9Q: 3 clusters Score -279152.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -279252.718750 Penalty: 1641.588867
	Iteration 10Q: 3 clusters Score -279252.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -279363.750000 Penalty: 1641.588867
	Iteration 11Q: 3 clusters Score -279363.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -279478.718750 Penalty: 1641.588867
	Iteration 12Q: 3 clusters Score -279478.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279598.437500 Penalty: 1641.588867
	Iteration 13Q: 3 clusters Score -279598.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -279692.750000 Penalty: 1641.588867
	Iteration 14Q: 3 clusters Score -279692.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -279760.375000 Penalty: 1641.588867
	Iteration 15Q: 3 clusters Score -279760.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -279824.531250 Penalty: 1641.588867
	Iteration 16Q: 3 clusters Score -279824.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -279879.437500 Penalty: 1641.588867
	Iteration 17Q: 3 clusters Score -279879.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -279937.718750 Penalty: 1641.588867
	Iteration 18Q: 3 clusters Score -279937.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -279974.343750 Penalty: 1641.588867
	Iteration 19Q: 3 clusters Score -279974.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -280002.093750 Penalty: 1641.588867
	Iteration 20F: 3 clusters Score -280002.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -280025.656250 Penalty: 1641.588867
	Iteration 21Q: 3 clusters Score -280025.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -280048.687500 Penalty: 1641.588867
	Iteration 22Q: 3 clusters Score -280048.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -280064.750000 Penalty: 1641.588867
	Iteration 23Q: 3 clusters Score -280064.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -280070.906250 Penalty: 1641.588867
	Iteration 24Q: 3 clusters Score -280070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -280072.781250 Penalty: 1641.588867
	Iteration 25Q: 3 clusters Score -280072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -280074.531250 Penalty: 1641.588867
	Iteration 26Q: 3 clusters Score -280074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -280076.343750 Penalty: 1641.588867
	Iteration 27Q: 3 clusters Score -280076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -280078.406250 Penalty: 1641.588867
	Iteration 28Q: 3 clusters Score -280078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -280078.656250 Penalty: 1641.588867
	Iteration 29Q: 3 clusters Score -280078.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -280078.656250 Penalty: 1641.588867
	Iteration 30F: 3 clusters Score -280078.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -154230.906250 Penalty: 745.277344
	Iteration 0F: 2 clusters Score -154230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -152146.765625 Penalty: 1490.554688
	Iteration 0F: 3 clusters Score -152146.8 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -152644.593750 Penalty: 1490.554688
	Iteration 1F: 3 clusters Score -152644.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -152726.421875 Penalty: 1490.554688
	Iteration 2F: 3 clusters Score -152726.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -152793.453125 Penalty: 1490.554688
	Iteration 3F: 3 clusters Score -152793.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -152855.125000 Penalty: 1490.554688
	Iteration 4Q: 3 clusters Score -152855.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -152897.015625 Penalty: 1490.554688
	Iteration 5Q: 3 clusters Score -152897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -152933.421875 Penalty: 1490.554688
	Iteration 6Q: 3 clusters Score -152933.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -152964.203125 Penalty: 1490.554688
	Iteration 7Q: 3 clusters Score -152964.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -152994.078125 Penalty: 1490.554688
	Iteration 8Q: 3 clusters Score -152994.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -153032.125000 Penalty: 1490.554688
	Iteration 9Q: 3 clusters Score -153032.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -153093.375000 Penalty: 1490.554688
	Iteration 10Q: 3 clusters Score -153093.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -153179.937500 Penalty: 1490.554688
	Iteration 11Q: 3 clusters Score -153179.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -153280.546875 Penalty: 1490.554688
	Iteration 12Q: 3 clusters Score -153280.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -153385.328125 Penalty: 1490.554688
	Iteration 13Q: 3 clusters Score -153385.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -153472.234375 Penalty: 1490.554688
	Iteration 14Q: 3 clusters Score -153472.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -153530.062500 Penalty: 1490.554688
	Iteration 15Q: 3 clusters Score -153530.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -153579.062500 Penalty: 1490.554688
	Iteration 16Q: 3 clusters Score -153579.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -153608.375000 Penalty: 1490.554688
	Iteration 17Q: 3 clusters Score -153608.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -153627.375000 Penalty: 1490.554688
	Iteration 18Q: 3 clusters Score -153627.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -153640.359375 Penalty: 1490.554688
	Iteration 19Q: 3 clusters Score -153640.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -153652.750000 Penalty: 1490.554688
	Iteration 20F: 3 clusters Score -153652.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -153663.218750 Penalty: 1490.554688
	Iteration 21Q: 3 clusters Score -153663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -153670.578125 Penalty: 1490.554688
	Iteration 22Q: 3 clusters Score -153670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -153671.250000 Penalty: 1490.554688
	Iteration 23Q: 3 clusters Score -153671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -153671.718750 Penalty: 1490.554688
	Iteration 24Q: 3 clusters Score -153671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -153671.718750 Penalty: 1490.554688
	Iteration 25F: 3 clusters Score -153671.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -87442.015625 Penalty: 698.054688
	Iteration 0F: 2 clusters Score -87442.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -86014.820312 Penalty: 1396.109375
	Iteration 0F: 3 clusters Score -86014.82 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -86335.296875 Penalty: 1396.109375
	Iteration 1F: 3 clusters Score -86335.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -86433.234375 Penalty: 1396.109375
	Iteration 2F: 3 clusters Score -86433.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -86492.695312 Penalty: 1396.109375
	Iteration 3F: 3 clusters Score -86492.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -86530.117188 Penalty: 1396.109375
	Iteration 4Q: 3 clusters Score -86530.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -86550.718750 Penalty: 1396.109375
	Iteration 5Q: 3 clusters Score -86550.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -86568.562500 Penalty: 1396.109375
	Iteration 6Q: 3 clusters Score -86568.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -86585.867188 Penalty: 1396.109375
	Iteration 7Q: 3 clusters Score -86585.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -86603.625000 Penalty: 1396.109375
	Iteration 8Q: 3 clusters Score -86603.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -86613.687500 Penalty: 1396.109375
	Iteration 9Q: 3 clusters Score -86613.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -86621.367188 Penalty: 1396.109375
	Iteration 10Q: 3 clusters Score -86621.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -86628.109375 Penalty: 1396.109375
	Iteration 11Q: 3 clusters Score -86628.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -86635.382812 Penalty: 1396.109375
	Iteration 12Q: 3 clusters Score -86635.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -86640.101562 Penalty: 1396.109375
	Iteration 13Q: 3 clusters Score -86640.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -86646.609375 Penalty: 1396.109375
	Iteration 14Q: 3 clusters Score -86646.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -86655.390625 Penalty: 1396.109375
	Iteration 15Q: 3 clusters Score -86655.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -86665.640625 Penalty: 1396.109375
	Iteration 16Q: 3 clusters Score -86665.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -86675.304688 Penalty: 1396.109375
	Iteration 17Q: 3 clusters Score -86675.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -86681.890625 Penalty: 1396.109375
	Iteration 18Q: 3 clusters Score -86681.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -86688.132812 Penalty: 1396.109375
	Iteration 19Q: 3 clusters Score -86688.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -86693.609375 Penalty: 1396.109375
	Iteration 20F: 3 clusters Score -86693.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -86698.460938 Penalty: 1396.109375
	Iteration 21Q: 3 clusters Score -86698.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -86705.726562 Penalty: 1396.109375
	Iteration 22Q: 3 clusters Score -86705.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -86715.070312 Penalty: 1396.109375
	Iteration 23Q: 3 clusters Score -86715.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -86729.273438 Penalty: 1396.109375
	Iteration 24Q: 3 clusters Score -86729.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -86739.882812 Penalty: 1396.109375
	Iteration 25Q: 3 clusters Score -86739.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -86747.921875 Penalty: 1396.109375
	Iteration 26Q: 3 clusters Score -86747.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -86755.187500 Penalty: 1396.109375
	Iteration 27Q: 3 clusters Score -86755.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -86761.421875 Penalty: 1396.109375
	Iteration 28Q: 3 clusters Score -86761.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -86766.507812 Penalty: 1396.109375
	Iteration 29Q: 3 clusters Score -86766.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -86770.070312 Penalty: 1396.109375
	Iteration 30Q: 3 clusters Score -86770.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -86773.585938 Penalty: 1396.109375
	Iteration 31Q: 3 clusters Score -86773.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -86777.703125 Penalty: 1396.109375
	Iteration 32Q: 3 clusters Score -86777.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -86783.867188 Penalty: 1396.109375
	Iteration 33Q: 3 clusters Score -86783.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -86792.539062 Penalty: 1396.109375
	Iteration 34Q: 3 clusters Score -86792.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -86800.460938 Penalty: 1396.109375
	Iteration 35Q: 3 clusters Score -86800.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -86805.257812 Penalty: 1396.109375
	Iteration 36Q: 3 clusters Score -86805.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -86813.960938 Penalty: 1396.109375
	Iteration 37Q: 3 clusters Score -86813.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -86819.976562 Penalty: 1396.109375
	Iteration 38Q: 3 clusters Score -86819.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -86824.765625 Penalty: 1396.109375
	Iteration 39Q: 3 clusters Score -86824.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -86826.453125 Penalty: 1396.109375
	Iteration 40F: 3 clusters Score -86826.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -86828.101562 Penalty: 1396.109375
	Iteration 41Q: 3 clusters Score -86828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -86828.101562 Penalty: 1396.109375
	Iteration 42F: 3 clusters Score -86828.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -86654.890625 Penalty: 704.555969
	Iteration 0F: 2 clusters Score -86654.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -85220.351562 Penalty: 1409.111938
	Iteration 0F: 3 clusters Score -85220.35 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -85705.695312 Penalty: 1409.111938
	Iteration 1F: 3 clusters Score -85705.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -85844.421875 Penalty: 1409.111938
	Iteration 2F: 3 clusters Score -85844.42 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -85961.953125 Penalty: 1409.111938
	Iteration 3F: 3 clusters Score -85961.95 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -86049.851562 Penalty: 1409.111938
	Iteration 4F: 3 clusters Score -86049.85 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -86110.718750 Penalty: 1409.111938
	Iteration 5Q: 3 clusters Score -86110.72 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -86167.804688 Penalty: 1409.111938
	Iteration 6Q: 3 clusters Score -86167.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -86204.929688 Penalty: 1409.111938
	Iteration 7Q: 3 clusters Score -86204.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -86234.671875 Penalty: 1409.111938
	Iteration 8Q: 3 clusters Score -86234.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -86262.617188 Penalty: 1409.111938
	Iteration 9Q: 3 clusters Score -86262.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -86285.773438 Penalty: 1409.111938
	Iteration 10Q: 3 clusters Score -86285.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -86307.617188 Penalty: 1409.111938
	Iteration 11Q: 3 clusters Score -86307.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -86326.273438 Penalty: 1409.111938
	Iteration 12Q: 3 clusters Score -86326.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -86345.273438 Penalty: 1409.111938
	Iteration 13Q: 3 clusters Score -86345.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -86371.601562 Penalty: 1409.111938
	Iteration 14Q: 3 clusters Score -86371.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -86401.234375 Penalty: 1409.111938
	Iteration 15Q: 3 clusters Score -86401.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -86431.593750 Penalty: 1409.111938
	Iteration 16Q: 3 clusters Score -86431.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -86469.257812 Penalty: 1409.111938
	Iteration 17Q: 3 clusters Score -86469.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -86505.968750 Penalty: 1409.111938
	Iteration 18Q: 3 clusters Score -86505.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -86538.343750 Penalty: 1409.111938
	Iteration 19Q: 3 clusters Score -86538.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -86557.023438 Penalty: 1409.111938
	Iteration 20F: 3 clusters Score -86557.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -86562.125000 Penalty: 1409.111938
	Iteration 21Q: 3 clusters Score -86562.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -86564.031250 Penalty: 1409.111938
	Iteration 22Q: 3 clusters Score -86564.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -86564.031250 Penalty: 1409.111938
	Iteration 23F: 3 clusters Score -86564.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Entering Unmasked Estep 
Score: -1177083.750000 Penalty: 961.622498
	Iteration 0F: 2 clusters Score -1177084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1160541.375000 Penalty: 1923.244995
	Iteration 0F: 3 clusters Score -1160541 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1167465.500000 Penalty: 1923.244995
	Iteration 1F: 3 clusters Score -1167466 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1168240.625000 Penalty: 1923.244995
	Iteration 2F: 3 clusters Score -1168241 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1168983.125000 Penalty: 1923.244995
	Iteration 3F: 3 clusters Score -1168983 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1169636.625000 Penalty: 1923.244995
	Iteration 4F: 3 clusters Score -1169637 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1170258.875000 Penalty: 1923.244995
	Iteration 5F: 3 clusters Score -1170259 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1170874.875000 Penalty: 1923.244995
	Iteration 6Q: 3 clusters Score -1170875 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1171549.000000 Penalty: 1923.244995
	Iteration 7Q: 3 clusters Score -1171549 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1172387.500000 Penalty: 1923.244995
	Iteration 8Q: 3 clusters Score -1172388 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -1173354.500000 Penalty: 1923.244995
	Iteration 9Q: 3 clusters Score -1173354 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1174208.375000 Penalty: 1923.244995
	Iteration 10Q: 3 clusters Score -1174208 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -1174823.875000 Penalty: 1923.244995
	Iteration 11Q: 3 clusters Score -1174824 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -1175128.625000 Penalty: 1923.244995
	Iteration 12Q: 3 clusters Score -1175129 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1175325.625000 Penalty: 1923.244995
	Iteration 13Q: 3 clusters Score -1175326 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -1175480.125000 Penalty: 1923.244995
	Iteration 14Q: 3 clusters Score -1175480 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -1175597.000000 Penalty: 1923.244995
	Iteration 15Q: 3 clusters Score -1175597 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -1175658.250000 Penalty: 1923.244995
	Iteration 16Q: 3 clusters Score -1175658 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -1175709.375000 Penalty: 1923.244995
	Iteration 17Q: 3 clusters Score -1175709 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -1175752.000000 Penalty: 1923.244995
	Iteration 18Q: 3 clusters Score -1175752 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -1175789.500000 Penalty: 1923.244995
	Iteration 19Q: 3 clusters Score -1175790 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -1175823.125000 Penalty: 1923.244995
	Iteration 20F: 3 clusters Score -1175823 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -1175842.375000 Penalty: 1923.244995
	Iteration 21Q: 3 clusters Score -1175842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -1175861.625000 Penalty: 1923.244995
	Iteration 22Q: 3 clusters Score -1175862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -1175883.875000 Penalty: 1923.244995
	Iteration 23Q: 3 clusters Score -1175884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -1175902.375000 Penalty: 1923.244995
	Iteration 24Q: 3 clusters Score -1175902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -1175918.000000 Penalty: 1923.244995
	Iteration 25Q: 3 clusters Score -1175918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -1175932.375000 Penalty: 1923.244995
	Iteration 26Q: 3 clusters Score -1175932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -1175945.125000 Penalty: 1923.244995
	Iteration 27Q: 3 clusters Score -1175945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -1175962.625000 Penalty: 1923.244995
	Iteration 28Q: 3 clusters Score -1175963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -1175974.000000 Penalty: 1923.244995
	Iteration 29Q: 3 clusters Score -1175974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -1175987.625000 Penalty: 1923.244995
	Iteration 30Q: 3 clusters Score -1175988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -1176002.875000 Penalty: 1923.244995
	Iteration 31Q: 3 clusters Score -1176003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -1176013.625000 Penalty: 1923.244995
	Iteration 32Q: 3 clusters Score -1176014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1176025.125000 Penalty: 1923.244995
	Iteration 33Q: 3 clusters Score -1176025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -1176024.375000 Penalty: 1923.244995
	Iteration 34Q: 3 clusters Score -1176024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -1176031.625000 Penalty: 1923.244995
	Iteration 35Q: 3 clusters Score -1176032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -1176035.375000 Penalty: 1923.244995
	Iteration 36Q: 3 clusters Score -1176035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -1176041.500000 Penalty: 1923.244995
	Iteration 37Q: 3 clusters Score -1176042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -1176043.875000 Penalty: 1923.244995
	Iteration 38Q: 3 clusters Score -1176044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -1176044.625000 Penalty: 1923.244995
	Iteration 39Q: 3 clusters Score -1176045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -1176044.625000 Penalty: 1923.244995
	Iteration 40F: 3 clusters Score -1176045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -1176047.875000 Penalty: 1923.244995
	Iteration 41Q: 3 clusters Score -1176048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -1176051.875000 Penalty: 1923.244995
	Iteration 42Q: 3 clusters Score -1176052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1176054.250000 Penalty: 1923.244995
	Iteration 43Q: 3 clusters Score -1176054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -1176055.000000 Penalty: 1923.244995
	Iteration 44Q: 3 clusters Score -1176055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -1176061.625000 Penalty: 1923.244995
	Iteration 45Q: 3 clusters Score -1176062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -1176065.125000 Penalty: 1923.244995
	Iteration 46Q: 3 clusters Score -1176065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -1176066.375000 Penalty: 1923.244995
	Iteration 47Q: 3 clusters Score -1176066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -1176072.375000 Penalty: 1923.244995
	Iteration 48Q: 3 clusters Score -1176072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -1176076.125000 Penalty: 1923.244995
	Iteration 49Q: 3 clusters Score -1176076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -1176078.250000 Penalty: 1923.244995
	Iteration 50Q: 3 clusters Score -1176078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -1176082.000000 Penalty: 1923.244995
	Iteration 51Q: 3 clusters Score -1176082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -1176084.250000 Penalty: 1923.244995
	Iteration 52Q: 3 clusters Score -1176084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -1176083.625000 Penalty: 1923.244995
	Iteration 53Q: 3 clusters Score -1176084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -1176086.875000 Penalty: 1923.244995
	Iteration 54Q: 3 clusters Score -1176087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -1176084.875000 Penalty: 1923.244995
	Iteration 55Q: 3 clusters Score -1176085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -1176084.375000 Penalty: 1923.244995
	Iteration 56Q: 3 clusters Score -1176084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -1176085.625000 Penalty: 1923.244995
	Iteration 57Q: 3 clusters Score -1176086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -1176094.250000 Penalty: 1923.244995
	Iteration 58Q: 3 clusters Score -1176094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -1176098.625000 Penalty: 1923.244995
	Iteration 59Q: 3 clusters Score -1176099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -1176105.750000 Penalty: 1923.244995
	Iteration 60F: 3 clusters Score -1176106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -1176119.875000 Penalty: 1923.244995
	Iteration 61Q: 3 clusters Score -1176120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -1176129.125000 Penalty: 1923.244995
	Iteration 62Q: 3 clusters Score -1176129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -1176139.375000 Penalty: 1923.244995
	Iteration 63Q: 3 clusters Score -1176139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -1176142.250000 Penalty: 1923.244995
	Iteration 64Q: 3 clusters Score -1176142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -1176141.125000 Penalty: 1923.244995
	Iteration 65Q: 3 clusters Score -1176141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -1176143.750000 Penalty: 1923.244995
	Iteration 66Q: 3 clusters Score -1176144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1176145.625000 Penalty: 1923.244995
	Iteration 67Q: 3 clusters Score -1176146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1176146.875000 Penalty: 1923.244995
	Iteration 68Q: 3 clusters Score -1176147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -1176151.000000 Penalty: 1923.244995
	Iteration 69Q: 3 clusters Score -1176151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -1176153.500000 Penalty: 1923.244995
	Iteration 70Q: 3 clusters Score -1176154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -1176155.000000 Penalty: 1923.244995
	Iteration 71Q: 3 clusters Score -1176155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -1176158.000000 Penalty: 1923.244995
	Iteration 72Q: 3 clusters Score -1176158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -1176162.750000 Penalty: 1923.244995
	Iteration 73Q: 3 clusters Score -1176163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -1176165.625000 Penalty: 1923.244995
	Iteration 74Q: 3 clusters Score -1176166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -1176165.500000 Penalty: 1923.244995
	Iteration 75Q: 3 clusters Score -1176166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -1176167.625000 Penalty: 1923.244995
	Iteration 76Q: 3 clusters Score -1176168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -1176171.000000 Penalty: 1923.244995
	Iteration 77Q: 3 clusters Score -1176171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -1176175.750000 Penalty: 1923.244995
	Iteration 78Q: 3 clusters Score -1176176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -1176180.875000 Penalty: 1923.244995
	Iteration 79Q: 3 clusters Score -1176181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -1176186.250000 Penalty: 1923.244995
	Iteration 80F: 3 clusters Score -1176186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -1176187.250000 Penalty: 1923.244995
	Iteration 81Q: 3 clusters Score -1176187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -1176187.500000 Penalty: 1923.244995
	Iteration 82Q: 3 clusters Score -1176188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -1176188.750000 Penalty: 1923.244995
	Iteration 83Q: 3 clusters Score -1176189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -1176187.125000 Penalty: 1923.244995
	Iteration 84Q: 3 clusters Score -1176187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -1176194.625000 Penalty: 1923.244995
	Iteration 85Q: 3 clusters Score -1176195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -1176198.250000 Penalty: 1923.244995
	Iteration 86Q: 3 clusters Score -1176198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -1176203.250000 Penalty: 1923.244995
	Iteration 87Q: 3 clusters Score -1176203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -1176210.625000 Penalty: 1923.244995
	Iteration 88Q: 3 clusters Score -1176211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -1176211.500000 Penalty: 1923.244995
	Iteration 89Q: 3 clusters Score -1176212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -1176216.500000 Penalty: 1923.244995
	Iteration 90Q: 3 clusters Score -1176216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -1176223.500000 Penalty: 1923.244995
	Iteration 91Q: 3 clusters Score -1176224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -1176232.375000 Penalty: 1923.244995
	Iteration 92Q: 3 clusters Score -1176232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -1176240.250000 Penalty: 1923.244995
	Iteration 93Q: 3 clusters Score -1176240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -1176250.625000 Penalty: 1923.244995
	Iteration 94Q: 3 clusters Score -1176251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -1176261.000000 Penalty: 1923.244995
	Iteration 95Q: 3 clusters Score -1176261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -1176265.625000 Penalty: 1923.244995
	Iteration 96Q: 3 clusters Score -1176266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -1176275.125000 Penalty: 1923.244995
	Iteration 97Q: 3 clusters Score -1176275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -1176281.750000 Penalty: 1923.244995
	Iteration 98Q: 3 clusters Score -1176282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -1176287.250000 Penalty: 1923.244995
	Iteration 99Q: 3 clusters Score -1176287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -1176292.500000 Penalty: 1923.244995
	Iteration 100F: 3 clusters Score -1176292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -1176294.875000 Penalty: 1923.244995
	Iteration 101Q: 3 clusters Score -1176295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -1176304.875000 Penalty: 1923.244995
	Iteration 102Q: 3 clusters Score -1176305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -1176312.250000 Penalty: 1923.244995
	Iteration 103Q: 3 clusters Score -1176312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -1176323.500000 Penalty: 1923.244995
	Iteration 104Q: 3 clusters Score -1176324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -1176327.625000 Penalty: 1923.244995
	Iteration 105Q: 3 clusters Score -1176328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -1176334.500000 Penalty: 1923.244995
	Iteration 106Q: 3 clusters Score -1176334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -1176341.000000 Penalty: 1923.244995
	Iteration 107Q: 3 clusters Score -1176341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -1176345.125000 Penalty: 1923.244995
	Iteration 108Q: 3 clusters Score -1176345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -1176347.750000 Penalty: 1923.244995
	Iteration 109Q: 3 clusters Score -1176348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -1176348.875000 Penalty: 1923.244995
	Iteration 110Q: 3 clusters Score -1176349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -1176352.125000 Penalty: 1923.244995
	Iteration 111Q: 3 clusters Score -1176352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -1176357.500000 Penalty: 1923.244995
	Iteration 112Q: 3 clusters Score -1176358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -1176361.250000 Penalty: 1923.244995
	Iteration 113Q: 3 clusters Score -1176361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -1176361.500000 Penalty: 1923.244995
	Iteration 114Q: 3 clusters Score -1176362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -1176361.000000 Penalty: 1923.244995
	Iteration 115Q: 3 clusters Score -1176361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -1176362.375000 Penalty: 1923.244995
	Iteration 116Q: 3 clusters Score -1176362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -1176362.625000 Penalty: 1923.244995
	Iteration 117Q: 3 clusters Score -1176363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -1176363.875000 Penalty: 1923.244995
	Iteration 118Q: 3 clusters Score -1176364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -1176363.375000 Penalty: 1923.244995
	Iteration 119Q: 3 clusters Score -1176363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -1176363.375000 Penalty: 1923.244995
	Iteration 120F: 3 clusters Score -1176363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73436 members 
Mstep: Class 6 contains 284457 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137419 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14056 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9588 members 
Mstep: Class 25 contains 5653 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1663 members 
Mstep: Class 29 contains 24893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630056.000000 Penalty: 35938.746094
Iteration 199Q: 29 clusters Score -3.863006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73439 members 
Mstep: Class 6 contains 284452 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137418 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14059 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9589 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1663 members 
Mstep: Class 29 contains 24892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630056.000000 Penalty: 35938.746094
Iteration 200F: 29 clusters Score -3.863006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73440 members 
Mstep: Class 6 contains 284447 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137418 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14062 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9590 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1663 members 
Mstep: Class 29 contains 24893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630076.000000 Penalty: 35938.746094
Iteration 201Q: 29 clusters Score -3.863008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73440 members 
Mstep: Class 6 contains 284448 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137416 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14063 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9590 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1663 members 
Mstep: Class 29 contains 24893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630060.000000 Penalty: 35938.746094
Iteration 202Q: 29 clusters Score -3.863006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40837 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 5 contains 73440 members 
Mstep: Class 6 contains 284448 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 137416 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 14063 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 9590 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 1663 members 
Mstep: Class 29 contains 24893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630060.000000 Penalty: 35938.746094
Iteration 203F: 29 clusters Score -3.863006e+07 nChanged 0
Entering ConstructFrom: 
Score: -38630060.000000 Penalty: 35938.746094
Entering ConstructFrom: 
Trying to split cluster 1 (2932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Entering Unmasked Estep 
Score: -151829.578125 Penalty: 758.426819
	Iteration 0F: 2 clusters Score -151829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -149530.203125 Penalty: 1516.853638
	Iteration 0F: 3 clusters Score -149530.2 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -150227.531250 Penalty: 1516.853638
	Iteration 1F: 3 clusters Score -150227.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -150352.796875 Penalty: 1516.853638
	Iteration 2F: 3 clusters Score -150352.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -150447.531250 Penalty: 1516.853638
	Iteration 3F: 3 clusters Score -150447.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -150534.421875 Penalty: 1516.853638
	Iteration 4Q: 3 clusters Score -150534.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -150611.937500 Penalty: 1516.853638
	Iteration 5Q: 3 clusters Score -150611.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -150679.390625 Penalty: 1516.853638
	Iteration 6Q: 3 clusters Score -150679.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -150745.750000 Penalty: 1516.853638
	Iteration 7Q: 3 clusters Score -150745.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -150809.406250 Penalty: 1516.853638
	Iteration 8Q: 3 clusters Score -150809.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -150851.796875 Penalty: 1516.853638
	Iteration 9Q: 3 clusters Score -150851.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -150882.312500 Penalty: 1516.853638
	Iteration 10Q: 3 clusters Score -150882.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -150922.312500 Penalty: 1516.853638
	Iteration 11Q: 3 clusters Score -150922.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -150955.328125 Penalty: 1516.853638
	Iteration 12Q: 3 clusters Score -150955.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -150982.343750 Penalty: 1516.853638
	Iteration 13Q: 3 clusters Score -150982.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -151004.546875 Penalty: 1516.853638
	Iteration 14Q: 3 clusters Score -151004.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -151021.703125 Penalty: 1516.853638
	Iteration 15Q: 3 clusters Score -151021.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -151037.921875 Penalty: 1516.853638
	Iteration 16Q: 3 clusters Score -151037.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -151050.828125 Penalty: 1516.853638
	Iteration 17Q: 3 clusters Score -151050.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -151056.687500 Penalty: 1516.853638
	Iteration 18Q: 3 clusters Score -151056.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -151060.328125 Penalty: 1516.853638
	Iteration 19Q: 3 clusters Score -151060.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -151062.562500 Penalty: 1516.853638
	Iteration 20F: 3 clusters Score -151062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -151064.531250 Penalty: 1516.853638
	Iteration 21Q: 3 clusters Score -151064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -151066.687500 Penalty: 1516.853638
	Iteration 22Q: 3 clusters Score -151066.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -151068.281250 Penalty: 1516.853638
	Iteration 23Q: 3 clusters Score -151068.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -151069.234375 Penalty: 1516.853638
	Iteration 24Q: 3 clusters Score -151069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -151071.781250 Penalty: 1516.853638
	Iteration 25Q: 3 clusters Score -151071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -151073.593750 Penalty: 1516.853638
	Iteration 26Q: 3 clusters Score -151073.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -151074.156250 Penalty: 1516.853638
	Iteration 27Q: 3 clusters Score -151074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -151075.109375 Penalty: 1516.853638
	Iteration 28Q: 3 clusters Score -151075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -151076.250000 Penalty: 1516.853638
	Iteration 29Q: 3 clusters Score -151076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -151078.437500 Penalty: 1516.853638
	Iteration 30Q: 3 clusters Score -151078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -151079.843750 Penalty: 1516.853638
	Iteration 31Q: 3 clusters Score -151079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -151082.281250 Penalty: 1516.853638
	Iteration 32Q: 3 clusters Score -151082.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -151085.171875 Penalty: 1516.853638
	Iteration 33Q: 3 clusters Score -151085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -151089.843750 Penalty: 1516.853638
	Iteration 34Q: 3 clusters Score -151089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -151092.906250 Penalty: 1516.853638
	Iteration 35Q: 3 clusters Score -151092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -151097.343750 Penalty: 1516.853638
	Iteration 36Q: 3 clusters Score -151097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -151101.609375 Penalty: 1516.853638
	Iteration 37Q: 3 clusters Score -151101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -151104.406250 Penalty: 1516.853638
	Iteration 38Q: 3 clusters Score -151104.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -151107.078125 Penalty: 1516.853638
	Iteration 39Q: 3 clusters Score -151107.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -151112.609375 Penalty: 1516.853638
	Iteration 40F: 3 clusters Score -151112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -151114.984375 Penalty: 1516.853638
	Iteration 41Q: 3 clusters Score -151115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -151115.734375 Penalty: 1516.853638
	Iteration 42Q: 3 clusters Score -151115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -151116.718750 Penalty: 1516.853638
	Iteration 43Q: 3 clusters Score -151116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -151119.437500 Penalty: 1516.853638
	Iteration 44Q: 3 clusters Score -151119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -151121.593750 Penalty: 1516.853638
	Iteration 45Q: 3 clusters Score -151121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -151123.000000 Penalty: 1516.853638
	Iteration 46Q: 3 clusters Score -151123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -151124.093750 Penalty: 1516.853638
	Iteration 47Q: 3 clusters Score -151124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -151124.734375 Penalty: 1516.853638
	Iteration 48Q: 3 clusters Score -151124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -151124.937500 Penalty: 1516.853638
	Iteration 49Q: 3 clusters Score -151124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -151125.531250 Penalty: 1516.853638
	Iteration 50Q: 3 clusters Score -151125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -151126.000000 Penalty: 1516.853638
	Iteration 51Q: 3 clusters Score -151126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -151126.203125 Penalty: 1516.853638
	Iteration 52Q: 3 clusters Score -151126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -151126.203125 Penalty: 1516.853638
	Iteration 53F: 3 clusters Score -151126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Entering Unmasked Estep 
Score: -2518021.250000 Penalty: 1008.647644
	Iteration 0F: 2 clusters Score -2518021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2490853.000000 Penalty: 2017.295288
	Iteration 0F: 3 clusters Score -2490853 nChanged 19359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2501844.250000 Penalty: 2017.295288
	Iteration 1F: 3 clusters Score -2501844 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2502157.750000 Penalty: 2017.295288
	Iteration 2Q: 3 clusters Score -2502158 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2502528.000000 Penalty: 2017.295288
	Iteration 3Q: 3 clusters Score -2502528 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2503030.250000 Penalty: 2017.295288
	Iteration 4Q: 3 clusters Score -2503030 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2503733.750000 Penalty: 2017.295288
	Iteration 5Q: 3 clusters Score -2503734 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2504750.250000 Penalty: 2017.295288
	Iteration 6Q: 3 clusters Score -2504750 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2506326.750000 Penalty: 2017.295288
	Iteration 7F: 3 clusters Score -2506327 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2508375.250000 Penalty: 2017.295288
	Iteration 8F: 3 clusters Score -2508375 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -2510108.500000 Penalty: 2017.295288
	Iteration 9F: 3 clusters Score -2510108 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -2511023.000000 Penalty: 2017.295288
	Iteration 10Q: 3 clusters Score -2511023 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -2511428.750000 Penalty: 2017.295288
	Iteration 11Q: 3 clusters Score -2511429 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -2511667.250000 Penalty: 2017.295288
	Iteration 12Q: 3 clusters Score -2511667 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -2511868.750000 Penalty: 2017.295288
	Iteration 13Q: 3 clusters Score -2511869 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -2512050.250000 Penalty: 2017.295288
	Iteration 14Q: 3 clusters Score -2512050 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -2512242.250000 Penalty: 2017.295288
	Iteration 15Q: 3 clusters Score -2512242 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -2512467.000000 Penalty: 2017.295288
	Iteration 16Q: 3 clusters Score -2512467 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -2512696.500000 Penalty: 2017.295288
	Iteration 17Q: 3 clusters Score -2512696 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -2512933.000000 Penalty: 2017.295288
	Iteration 18Q: 3 clusters Score -2512933 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -2513191.500000 Penalty: 2017.295288
	Iteration 19Q: 3 clusters Score -2513192 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -2513441.500000 Penalty: 2017.295288
	Iteration 20F: 3 clusters Score -2513442 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -2513705.750000 Penalty: 2017.295288
	Iteration 21Q: 3 clusters Score -2513706 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -2513987.250000 Penalty: 2017.295288
	Iteration 22Q: 3 clusters Score -2513987 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -2514274.750000 Penalty: 2017.295288
	Iteration 23Q: 3 clusters Score -2514275 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -2514589.000000 Penalty: 2017.295288
	Iteration 24Q: 3 clusters Score -2514589 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -2514902.250000 Penalty: 2017.295288
	Iteration 25Q: 3 clusters Score -2514902 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -2515231.500000 Penalty: 2017.295288
	Iteration 26Q: 3 clusters Score -2515232 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -2515494.750000 Penalty: 2017.295288
	Iteration 27Q: 3 clusters Score -2515495 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -2515737.000000 Penalty: 2017.295288
	Iteration 28Q: 3 clusters Score -2515737 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -2515942.500000 Penalty: 2017.295288
	Iteration 29Q: 3 clusters Score -2515942 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -2516124.250000 Penalty: 2017.295288
	Iteration 30Q: 3 clusters Score -2516124 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -2516293.000000 Penalty: 2017.295288
	Iteration 31Q: 3 clusters Score -2516293 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -2516449.000000 Penalty: 2017.295288
	Iteration 32Q: 3 clusters Score -2516449 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -2516577.500000 Penalty: 2017.295288
	Iteration 33Q: 3 clusters Score -2516578 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -2516667.000000 Penalty: 2017.295288
	Iteration 34Q: 3 clusters Score -2516667 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -2516736.750000 Penalty: 2017.295288
	Iteration 35Q: 3 clusters Score -2516737 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -2516825.750000 Penalty: 2017.295288
	Iteration 36Q: 3 clusters Score -2516826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -2516891.500000 Penalty: 2017.295288
	Iteration 37Q: 3 clusters Score -2516892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -2516947.000000 Penalty: 2017.295288
	Iteration 38Q: 3 clusters Score -2516947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -2516977.500000 Penalty: 2017.295288
	Iteration 39Q: 3 clusters Score -2516978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -2517007.750000 Penalty: 2017.295288
	Iteration 40F: 3 clusters Score -2517008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -2517033.000000 Penalty: 2017.295288
	Iteration 41Q: 3 clusters Score -2517033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -2517054.000000 Penalty: 2017.295288
	Iteration 42Q: 3 clusters Score -2517054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -2517076.500000 Penalty: 2017.295288
	Iteration 43Q: 3 clusters Score -2517076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -2517096.750000 Penalty: 2017.295288
	Iteration 44Q: 3 clusters Score -2517097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -2517115.000000 Penalty: 2017.295288
	Iteration 45Q: 3 clusters Score -2517115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -2517124.750000 Penalty: 2017.295288
	Iteration 46Q: 3 clusters Score -2517125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -2517133.750000 Penalty: 2017.295288
	Iteration 47Q: 3 clusters Score -2517134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -2517142.250000 Penalty: 2017.295288
	Iteration 48Q: 3 clusters Score -2517142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -2517144.000000 Penalty: 2017.295288
	Iteration 49Q: 3 clusters Score -2517144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -2517146.000000 Penalty: 2017.295288
	Iteration 50Q: 3 clusters Score -2517146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -2517149.500000 Penalty: 2017.295288
	Iteration 51Q: 3 clusters Score -2517150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -2517148.750000 Penalty: 2017.295288
	Iteration 52Q: 3 clusters Score -2517149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -2517152.500000 Penalty: 2017.295288
	Iteration 53Q: 3 clusters Score -2517152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -2517158.250000 Penalty: 2017.295288
	Iteration 54Q: 3 clusters Score -2517158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -2517159.000000 Penalty: 2017.295288
	Iteration 55Q: 3 clusters Score -2517159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -2517159.000000 Penalty: 2017.295288
	Iteration 56F: 3 clusters Score -2517159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -267760.843750 Penalty: 798.148010
	Iteration 0F: 2 clusters Score -267760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -264446.437500 Penalty: 1596.296021
	Iteration 0F: 3 clusters Score -264446.4 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -265386.000000 Penalty: 1596.296021
	Iteration 1F: 3 clusters Score -265386 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -265512.062500 Penalty: 1596.296021
	Iteration 2F: 3 clusters Score -265512.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -265620.312500 Penalty: 1596.296021
	Iteration 3F: 3 clusters Score -265620.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -265706.656250 Penalty: 1596.296021
	Iteration 4Q: 3 clusters Score -265706.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -265798.781250 Penalty: 1596.296021
	Iteration 5Q: 3 clusters Score -265798.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -265890.562500 Penalty: 1596.296021
	Iteration 6Q: 3 clusters Score -265890.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -265972.875000 Penalty: 1596.296021
	Iteration 7Q: 3 clusters Score -265972.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -266052.843750 Penalty: 1596.296021
	Iteration 8Q: 3 clusters Score -266052.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -266134.187500 Penalty: 1596.296021
	Iteration 9Q: 3 clusters Score -266134.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -266232.500000 Penalty: 1596.296021
	Iteration 10Q: 3 clusters Score -266232.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -266322.062500 Penalty: 1596.296021
	Iteration 11Q: 3 clusters Score -266322.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -266440.281250 Penalty: 1596.296021
	Iteration 12Q: 3 clusters Score -266440.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -266562.250000 Penalty: 1596.296021
	Iteration 13Q: 3 clusters Score -266562.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -266657.093750 Penalty: 1596.296021
	Iteration 14Q: 3 clusters Score -266657.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -266718.218750 Penalty: 1596.296021
	Iteration 15Q: 3 clusters Score -266718.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -266774.093750 Penalty: 1596.296021
	Iteration 16Q: 3 clusters Score -266774.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -266819.937500 Penalty: 1596.296021
	Iteration 17Q: 3 clusters Score -266819.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -266867.531250 Penalty: 1596.296021
	Iteration 18Q: 3 clusters Score -266867.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -266913.343750 Penalty: 1596.296021
	Iteration 19Q: 3 clusters Score -266913.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -266944.375000 Penalty: 1596.296021
	Iteration 20F: 3 clusters Score -266944.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -266963.593750 Penalty: 1596.296021
	Iteration 21Q: 3 clusters Score -266963.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -266976.843750 Penalty: 1596.296021
	Iteration 22Q: 3 clusters Score -266976.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -266985.187500 Penalty: 1596.296021
	Iteration 23Q: 3 clusters Score -266985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -266996.250000 Penalty: 1596.296021
	Iteration 24Q: 3 clusters Score -266996.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -267004.062500 Penalty: 1596.296021
	Iteration 25Q: 3 clusters Score -267004.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -267014.406250 Penalty: 1596.296021
	Iteration 26Q: 3 clusters Score -267014.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -267021.718750 Penalty: 1596.296021
	Iteration 27Q: 3 clusters Score -267021.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -267031.312500 Penalty: 1596.296021
	Iteration 28Q: 3 clusters Score -267031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -267038.593750 Penalty: 1596.296021
	Iteration 29Q: 3 clusters Score -267038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -267044.468750 Penalty: 1596.296021
	Iteration 30Q: 3 clusters Score -267044.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -267049.562500 Penalty: 1596.296021
	Iteration 31Q: 3 clusters Score -267049.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -267055.312500 Penalty: 1596.296021
	Iteration 32Q: 3 clusters Score -267055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -267058.843750 Penalty: 1596.296021
	Iteration 33Q: 3 clusters Score -267058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -267065.312500 Penalty: 1596.296021
	Iteration 34Q: 3 clusters Score -267065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -267068.000000 Penalty: 1596.296021
	Iteration 35Q: 3 clusters Score -267068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -267069.843750 Penalty: 1596.296021
	Iteration 36Q: 3 clusters Score -267069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -267072.218750 Penalty: 1596.296021
	Iteration 37Q: 3 clusters Score -267072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -267073.718750 Penalty: 1596.296021
	Iteration 38Q: 3 clusters Score -267073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -267076.062500 Penalty: 1596.296021
	Iteration 39Q: 3 clusters Score -267076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -267078.156250 Penalty: 1596.296021
	Iteration 40F: 3 clusters Score -267078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -267080.031250 Penalty: 1596.296021
	Iteration 41Q: 3 clusters Score -267080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -267082.062500 Penalty: 1596.296021
	Iteration 42Q: 3 clusters Score -267082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -267084.062500 Penalty: 1596.296021
	Iteration 43Q: 3 clusters Score -267084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -267087.156250 Penalty: 1596.296021
	Iteration 44Q: 3 clusters Score -267087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -267091.000000 Penalty: 1596.296021
	Iteration 45Q: 3 clusters Score -267091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -267092.625000 Penalty: 1596.296021
	Iteration 46Q: 3 clusters Score -267092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -267093.375000 Penalty: 1596.296021
	Iteration 47Q: 3 clusters Score -267093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -267093.375000 Penalty: 1596.296021
	Iteration 48F: 3 clusters Score -267093.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Entering Unmasked Estep 
Score: -3989385.750000 Penalty: 1064.401245
	Iteration 0F: 2 clusters Score -3989386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -3940574.250000 Penalty: 2128.802490
	Iteration 0F: 3 clusters Score -3940574 nChanged 35252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -3960798.750000 Penalty: 2128.802490
	Iteration 1F: 3 clusters Score -3960799 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -3961374.500000 Penalty: 2128.802490
	Iteration 2Q: 3 clusters Score -3961374 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -3962139.500000 Penalty: 2128.802490
	Iteration 3Q: 3 clusters Score -3962140 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -3963263.500000 Penalty: 2128.802490
	Iteration 4Q: 3 clusters Score -3963264 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3964782.250000 Penalty: 2128.802490
	Iteration 5Q: 3 clusters Score -3964782 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3967109.000000 Penalty: 2128.802490
	Iteration 6F: 3 clusters Score -3967109 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3970205.000000 Penalty: 2128.802490
	Iteration 7F: 3 clusters Score -3970205 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3973783.500000 Penalty: 2128.802490
	Iteration 8F: 3 clusters Score -3973784 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3977449.000000 Penalty: 2128.802490
	Iteration 9F: 3 clusters Score -3977449 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3980783.750000 Penalty: 2128.802490
	Iteration 10F: 3 clusters Score -3980784 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3983566.000000 Penalty: 2128.802490
	Iteration 11Q: 3 clusters Score -3983566 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3985670.250000 Penalty: 2128.802490
	Iteration 12Q: 3 clusters Score -3985670 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3986923.750000 Penalty: 2128.802490
	Iteration 13Q: 3 clusters Score -3986924 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3987676.750000 Penalty: 2128.802490
	Iteration 14Q: 3 clusters Score -3987677 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3988037.750000 Penalty: 2128.802490
	Iteration 15Q: 3 clusters Score -3988038 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3988221.000000 Penalty: 2128.802490
	Iteration 16Q: 3 clusters Score -3988221 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3988304.500000 Penalty: 2128.802490
	Iteration 17Q: 3 clusters Score -3988304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3988360.500000 Penalty: 2128.802490
	Iteration 18Q: 3 clusters Score -3988360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3988407.750000 Penalty: 2128.802490
	Iteration 19Q: 3 clusters Score -3988408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3988429.750000 Penalty: 2128.802490
	Iteration 20F: 3 clusters Score -3988430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3988441.000000 Penalty: 2128.802490
	Iteration 21Q: 3 clusters Score -3988441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3988458.500000 Penalty: 2128.802490
	Iteration 22Q: 3 clusters Score -3988458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3988468.000000 Penalty: 2128.802490
	Iteration 23Q: 3 clusters Score -3988468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3988470.500000 Penalty: 2128.802490
	Iteration 24Q: 3 clusters Score -3988470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3988473.500000 Penalty: 2128.802490
	Iteration 25Q: 3 clusters Score -3988474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3988476.000000 Penalty: 2128.802490
	Iteration 26Q: 3 clusters Score -3988476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3988476.250000 Penalty: 2128.802490
	Iteration 27Q: 3 clusters Score -3988476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3988477.250000 Penalty: 2128.802490
	Iteration 28Q: 3 clusters Score -3988477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3988479.500000 Penalty: 2128.802490
	Iteration 29Q: 3 clusters Score -3988480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3988479.250000 Penalty: 2128.802490
	Iteration 30Q: 3 clusters Score -3988479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3988483.000000 Penalty: 2128.802490
	Iteration 31Q: 3 clusters Score -3988483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3988486.750000 Penalty: 2128.802490
	Iteration 32Q: 3 clusters Score -3988487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3988486.750000 Penalty: 2128.802490
	Iteration 33F: 3 clusters Score -3988487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (284448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284448 members 
Entering Unmasked Estep 
Score: -15461971.000000 Penalty: 1193.039062
	Iteration 0F: 2 clusters Score -1.546197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142614 members 
Mstep: Class 2 contains 141834 members 
Entering Unmasked Estep 
Score: -15272687.000000 Penalty: 2386.078125
	Iteration 0F: 3 clusters Score -1.527269e+07 nChanged 139263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148645 members 
Mstep: Class 2 contains 135803 members 
Entering Unmasked Estep 
Score: -15358443.000000 Penalty: 2386.078125
	Iteration 1F: 3 clusters Score -1.535844e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152296 members 
Mstep: Class 2 contains 132152 members 
Entering Unmasked Estep 
Score: -15362268.000000 Penalty: 2386.078125
	Iteration 2Q: 3 clusters Score -1.536227e+07 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -15367381.000000 Penalty: 2386.078125
	Iteration 3Q: 3 clusters Score -1.536738e+07 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166629 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -15374402.000000 Penalty: 2386.078125
	Iteration 4Q: 3 clusters Score -1.53744e+07 nChanged 15096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178843 members 
Mstep: Class 2 contains 105605 members 
Entering Unmasked Estep 
Score: -15383793.000000 Penalty: 2386.078125
	Iteration 5F: 3 clusters Score -1.538379e+07 nChanged 17472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194919 members 
Mstep: Class 2 contains 89529 members 
Entering Unmasked Estep 
Score: -15395636.000000 Penalty: 2386.078125
	Iteration 6F: 3 clusters Score -1.539564e+07 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214265 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -15410019.000000 Penalty: 2386.078125
	Iteration 7F: 3 clusters Score -1.541002e+07 nChanged 20138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234371 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -15425241.000000 Penalty: 2386.078125
	Iteration 8F: 3 clusters Score -1.542524e+07 nChanged 17935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252302 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -15438476.000000 Penalty: 2386.078125
	Iteration 9F: 3 clusters Score -1.543848e+07 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265586 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -15448376.000000 Penalty: 2386.078125
	Iteration 10Q: 3 clusters Score -1.544838e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273944 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -15454583.000000 Penalty: 2386.078125
	Iteration 11Q: 3 clusters Score -1.545458e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278723 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -15457756.000000 Penalty: 2386.078125
	Iteration 12Q: 3 clusters Score -1.545776e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281211 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -15459453.000000 Penalty: 2386.078125
	Iteration 13Q: 3 clusters Score -1.545945e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282472 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -15460130.000000 Penalty: 2386.078125
	Iteration 14Q: 3 clusters Score -1.546013e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283151 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -15460512.000000 Penalty: 2386.078125
	Iteration 15Q: 3 clusters Score -1.546051e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283510 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -15460678.000000 Penalty: 2386.078125
	Iteration 16Q: 3 clusters Score -1.546068e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283710 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15460751.000000 Penalty: 2386.078125
	Iteration 17Q: 3 clusters Score -1.546075e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283821 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15460827.000000 Penalty: 2386.078125
	Iteration 18Q: 3 clusters Score -1.546083e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283889 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15460852.000000 Penalty: 2386.078125
	Iteration 19Q: 3 clusters Score -1.546085e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283923 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15460900.000000 Penalty: 2386.078125
	Iteration 20F: 3 clusters Score -1.54609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283954 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -15460915.000000 Penalty: 2386.078125
	Iteration 21Q: 3 clusters Score -1.546092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283971 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -15460936.000000 Penalty: 2386.078125
	Iteration 22Q: 3 clusters Score -1.546094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283984 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -15460936.000000 Penalty: 2386.078125
	Iteration 23Q: 3 clusters Score -1.546094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283992 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -15460951.000000 Penalty: 2386.078125
	Iteration 24Q: 3 clusters Score -1.546095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283998 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15460958.000000 Penalty: 2386.078125
	Iteration 25Q: 3 clusters Score -1.546096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284002 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -15460949.000000 Penalty: 2386.078125
	Iteration 26Q: 3 clusters Score -1.546095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284004 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15460967.000000 Penalty: 2386.078125
	Iteration 27Q: 3 clusters Score -1.546097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284010 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15460964.000000 Penalty: 2386.078125
	Iteration 28Q: 3 clusters Score -1.546096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284009 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15460965.000000 Penalty: 2386.078125
	Iteration 29Q: 3 clusters Score -1.546096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284010 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15460957.000000 Penalty: 2386.078125
	Iteration 30Q: 3 clusters Score -1.546096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284008 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15460948.000000 Penalty: 2386.078125
	Iteration 31Q: 3 clusters Score -1.546095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284007 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15460958.000000 Penalty: 2386.078125
	Iteration 32Q: 3 clusters Score -1.546096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284010 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15460960.000000 Penalty: 2386.078125
	Iteration 33Q: 3 clusters Score -1.546096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284015 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15460957.000000 Penalty: 2386.078125
	Iteration 34Q: 3 clusters Score -1.546096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284019 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -15460961.000000 Penalty: 2386.078125
	Iteration 35Q: 3 clusters Score -1.546096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284017 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15460974.000000 Penalty: 2386.078125
	Iteration 36Q: 3 clusters Score -1.546097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284019 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -15460983.000000 Penalty: 2386.078125
	Iteration 37Q: 3 clusters Score -1.546098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284024 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15460983.000000 Penalty: 2386.078125
	Iteration 38Q: 3 clusters Score -1.546098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284029 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -15460977.000000 Penalty: 2386.078125
	Iteration 39Q: 3 clusters Score -1.546098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284029 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -15460978.000000 Penalty: 2386.078125
	Iteration 40F: 3 clusters Score -1.546098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284030 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -15460979.000000 Penalty: 2386.078125
	Iteration 41Q: 3 clusters Score -1.546098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284032 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -15460983.000000 Penalty: 2386.078125
	Iteration 42Q: 3 clusters Score -1.546098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284033 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15460981.000000 Penalty: 2386.078125
	Iteration 43Q: 3 clusters Score -1.546098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284034 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -15460983.000000 Penalty: 2386.078125
	Iteration 44Q: 3 clusters Score -1.546098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284034 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -15460983.000000 Penalty: 2386.078125
	Iteration 45F: 3 clusters Score -1.546098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -185672.375000 Penalty: 763.842468
	Iteration 0F: 2 clusters Score -185672.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -183259.671875 Penalty: 1527.684937
	Iteration 0F: 3 clusters Score -183259.7 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -183949.265625 Penalty: 1527.684937
	Iteration 1F: 3 clusters Score -183949.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -184052.687500 Penalty: 1527.684937
	Iteration 2F: 3 clusters Score -184052.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -184130.734375 Penalty: 1527.684937
	Iteration 3Q: 3 clusters Score -184130.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -184201.375000 Penalty: 1527.684937
	Iteration 4Q: 3 clusters Score -184201.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -184267.890625 Penalty: 1527.684937
	Iteration 5Q: 3 clusters Score -184267.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -184315.875000 Penalty: 1527.684937
	Iteration 6Q: 3 clusters Score -184315.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -184364.906250 Penalty: 1527.684937
	Iteration 7Q: 3 clusters Score -184364.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -184406.859375 Penalty: 1527.684937
	Iteration 8Q: 3 clusters Score -184406.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -184447.687500 Penalty: 1527.684937
	Iteration 9Q: 3 clusters Score -184447.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -184486.609375 Penalty: 1527.684937
	Iteration 10Q: 3 clusters Score -184486.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -184529.781250 Penalty: 1527.684937
	Iteration 11Q: 3 clusters Score -184529.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -184575.875000 Penalty: 1527.684937
	Iteration 12Q: 3 clusters Score -184575.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -184616.328125 Penalty: 1527.684937
	Iteration 13Q: 3 clusters Score -184616.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -184662.968750 Penalty: 1527.684937
	Iteration 14Q: 3 clusters Score -184663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -184701.984375 Penalty: 1527.684937
	Iteration 15Q: 3 clusters Score -184702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -184748.000000 Penalty: 1527.684937
	Iteration 16Q: 3 clusters Score -184748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -184789.125000 Penalty: 1527.684937
	Iteration 17Q: 3 clusters Score -184789.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -184826.328125 Penalty: 1527.684937
	Iteration 18Q: 3 clusters Score -184826.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -184851.937500 Penalty: 1527.684937
	Iteration 19Q: 3 clusters Score -184851.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -184866.218750 Penalty: 1527.684937
	Iteration 20F: 3 clusters Score -184866.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -184877.703125 Penalty: 1527.684937
	Iteration 21Q: 3 clusters Score -184877.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -184883.640625 Penalty: 1527.684937
	Iteration 22Q: 3 clusters Score -184883.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -184887.796875 Penalty: 1527.684937
	Iteration 23Q: 3 clusters Score -184887.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -184894.171875 Penalty: 1527.684937
	Iteration 24Q: 3 clusters Score -184894.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -184899.875000 Penalty: 1527.684937
	Iteration 25Q: 3 clusters Score -184899.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -184904.828125 Penalty: 1527.684937
	Iteration 26Q: 3 clusters Score -184904.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -184909.296875 Penalty: 1527.684937
	Iteration 27Q: 3 clusters Score -184909.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -184913.468750 Penalty: 1527.684937
	Iteration 28Q: 3 clusters Score -184913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -184914.640625 Penalty: 1527.684937
	Iteration 29Q: 3 clusters Score -184914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -184916.359375 Penalty: 1527.684937
	Iteration 30Q: 3 clusters Score -184916.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -184917.390625 Penalty: 1527.684937
	Iteration 31Q: 3 clusters Score -184917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -184918.609375 Penalty: 1527.684937
	Iteration 32Q: 3 clusters Score -184918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -184919.359375 Penalty: 1527.684937
	Iteration 33Q: 3 clusters Score -184919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -184919.906250 Penalty: 1527.684937
	Iteration 34Q: 3 clusters Score -184919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -184920.843750 Penalty: 1527.684937
	Iteration 35Q: 3 clusters Score -184920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -184921.125000 Penalty: 1527.684937
	Iteration 36Q: 3 clusters Score -184921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -184921.953125 Penalty: 1527.684937
	Iteration 37Q: 3 clusters Score -184922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -184922.515625 Penalty: 1527.684937
	Iteration 38Q: 3 clusters Score -184922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -184922.875000 Penalty: 1527.684937
	Iteration 39Q: 3 clusters Score -184922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -184923.046875 Penalty: 1527.684937
	Iteration 40F: 3 clusters Score -184923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -184923.562500 Penalty: 1527.684937
	Iteration 41Q: 3 clusters Score -184923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -184923.546875 Penalty: 1527.684937
	Iteration 42Q: 3 clusters Score -184923.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -184923.968750 Penalty: 1527.684937
	Iteration 43Q: 3 clusters Score -184924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -184924.140625 Penalty: 1527.684937
	Iteration 44Q: 3 clusters Score -184924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -184924.140625 Penalty: 1527.684937
	Iteration 45Q: 3 clusters Score -184924.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -184924.140625 Penalty: 1527.684937
	Iteration 46F: 3 clusters Score -184924.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Entering Unmasked Estep 
Score: -7481239.500000 Penalty: 1123.922974
	Iteration 0F: 2 clusters Score -7481240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -7388799.000000 Penalty: 2247.845947
	Iteration 0F: 3 clusters Score -7388799 nChanged 66842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -7428414.000000 Penalty: 2247.845947
	Iteration 1F: 3 clusters Score -7428414 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -7429893.500000 Penalty: 2247.845947
	Iteration 2Q: 3 clusters Score -7429894 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -7431973.500000 Penalty: 2247.845947
	Iteration 3Q: 3 clusters Score -7431974 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -7434690.000000 Penalty: 2247.845947
	Iteration 4Q: 3 clusters Score -7434690 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -7437881.500000 Penalty: 2247.845947
	Iteration 5F: 3 clusters Score -7437882 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -7440982.000000 Penalty: 2247.845947
	Iteration 6F: 3 clusters Score -7440982 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -7443626.500000 Penalty: 2247.845947
	Iteration 7Q: 3 clusters Score -7443626 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -7445611.500000 Penalty: 2247.845947
	Iteration 8Q: 3 clusters Score -7445612 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -7447080.500000 Penalty: 2247.845947
	Iteration 9Q: 3 clusters Score -7447080 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -7448017.500000 Penalty: 2247.845947
	Iteration 10Q: 3 clusters Score -7448018 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -7448750.500000 Penalty: 2247.845947
	Iteration 11Q: 3 clusters Score -7448750 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -7449283.000000 Penalty: 2247.845947
	Iteration 12Q: 3 clusters Score -7449283 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -7449665.500000 Penalty: 2247.845947
	Iteration 13Q: 3 clusters Score -7449666 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -7449967.500000 Penalty: 2247.845947
	Iteration 14Q: 3 clusters Score -7449968 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -7450375.500000 Penalty: 2247.845947
	Iteration 15Q: 3 clusters Score -7450376 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -7450942.000000 Penalty: 2247.845947
	Iteration 16Q: 3 clusters Score -7450942 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93067 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -7451695.500000 Penalty: 2247.845947
	Iteration 17Q: 3 clusters Score -7451696 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -7452801.500000 Penalty: 2247.845947
	Iteration 18Q: 3 clusters Score -7452802 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -7454466.000000 Penalty: 2247.845947
	Iteration 19Q: 3 clusters Score -7454466 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -7456971.000000 Penalty: 2247.845947
	Iteration 20F: 3 clusters Score -7456971 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111566 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -7460597.500000 Penalty: 2247.845947
	Iteration 21Q: 3 clusters Score -7460598 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117503 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -7465183.500000 Penalty: 2247.845947
	Iteration 22Q: 3 clusters Score -7465184 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122941 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -7470092.000000 Penalty: 2247.845947
	Iteration 23Q: 3 clusters Score -7470092 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126847 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -7473940.500000 Penalty: 2247.845947
	Iteration 24Q: 3 clusters Score -7473940 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -7476272.000000 Penalty: 2247.845947
	Iteration 25Q: 3 clusters Score -7476272 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130890 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -7477785.500000 Penalty: 2247.845947
	Iteration 26Q: 3 clusters Score -7477786 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -7478651.000000 Penalty: 2247.845947
	Iteration 27Q: 3 clusters Score -7478651 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132725 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -7479098.000000 Penalty: 2247.845947
	Iteration 28Q: 3 clusters Score -7479098 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133346 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -7479432.000000 Penalty: 2247.845947
	Iteration 29Q: 3 clusters Score -7479432 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133897 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -7479727.000000 Penalty: 2247.845947
	Iteration 30Q: 3 clusters Score -7479727 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134327 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7479912.500000 Penalty: 2247.845947
	Iteration 31Q: 3 clusters Score -7479912 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134653 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7480035.500000 Penalty: 2247.845947
	Iteration 32Q: 3 clusters Score -7480036 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134915 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7480132.500000 Penalty: 2247.845947
	Iteration 33Q: 3 clusters Score -7480132 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135122 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7480201.500000 Penalty: 2247.845947
	Iteration 34Q: 3 clusters Score -7480202 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7480252.500000 Penalty: 2247.845947
	Iteration 35Q: 3 clusters Score -7480252 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135427 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7480290.500000 Penalty: 2247.845947
	Iteration 36Q: 3 clusters Score -7480290 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135539 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7480306.000000 Penalty: 2247.845947
	Iteration 37Q: 3 clusters Score -7480306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135626 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7480317.500000 Penalty: 2247.845947
	Iteration 38Q: 3 clusters Score -7480318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7480334.000000 Penalty: 2247.845947
	Iteration 39Q: 3 clusters Score -7480334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7480359.000000 Penalty: 2247.845947
	Iteration 40F: 3 clusters Score -7480359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135812 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7480357.000000 Penalty: 2247.845947
	Iteration 41Q: 3 clusters Score -7480357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135854 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7480356.000000 Penalty: 2247.845947
	Iteration 42Q: 3 clusters Score -7480356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7480375.000000 Penalty: 2247.845947
	Iteration 43Q: 3 clusters Score -7480375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135925 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7480381.500000 Penalty: 2247.845947
	Iteration 44Q: 3 clusters Score -7480382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135957 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7480378.500000 Penalty: 2247.845947
	Iteration 45Q: 3 clusters Score -7480378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7480376.000000 Penalty: 2247.845947
	Iteration 46Q: 3 clusters Score -7480376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136020 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7480377.500000 Penalty: 2247.845947
	Iteration 47Q: 3 clusters Score -7480378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136048 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7480405.000000 Penalty: 2247.845947
	Iteration 48Q: 3 clusters Score -7480405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136073 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7480410.500000 Penalty: 2247.845947
	Iteration 49Q: 3 clusters Score -7480410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136090 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7480410.500000 Penalty: 2247.845947
	Iteration 50Q: 3 clusters Score -7480410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136105 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7480408.000000 Penalty: 2247.845947
	Iteration 51Q: 3 clusters Score -7480408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136113 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7480417.000000 Penalty: 2247.845947
	Iteration 52Q: 3 clusters Score -7480417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136125 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7480419.500000 Penalty: 2247.845947
	Iteration 53Q: 3 clusters Score -7480420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7480426.000000 Penalty: 2247.845947
	Iteration 54Q: 3 clusters Score -7480426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136150 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7480423.500000 Penalty: 2247.845947
	Iteration 55Q: 3 clusters Score -7480424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7480427.500000 Penalty: 2247.845947
	Iteration 56Q: 3 clusters Score -7480428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136170 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7480433.500000 Penalty: 2247.845947
	Iteration 57Q: 3 clusters Score -7480434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7480437.000000 Penalty: 2247.845947
	Iteration 58Q: 3 clusters Score -7480437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136198 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7480442.000000 Penalty: 2247.845947
	Iteration 59Q: 3 clusters Score -7480442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136207 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7480438.000000 Penalty: 2247.845947
	Iteration 60F: 3 clusters Score -7480438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136216 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7480442.000000 Penalty: 2247.845947
	Iteration 61Q: 3 clusters Score -7480442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136231 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7480430.500000 Penalty: 2247.845947
	Iteration 62Q: 3 clusters Score -7480430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136245 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7480441.000000 Penalty: 2247.845947
	Iteration 63Q: 3 clusters Score -7480441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7480429.500000 Penalty: 2247.845947
	Iteration 64Q: 3 clusters Score -7480430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136272 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7480437.500000 Penalty: 2247.845947
	Iteration 65Q: 3 clusters Score -7480438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136286 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7480443.500000 Penalty: 2247.845947
	Iteration 66Q: 3 clusters Score -7480444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136293 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7480445.500000 Penalty: 2247.845947
	Iteration 67Q: 3 clusters Score -7480446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136303 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7480449.500000 Penalty: 2247.845947
	Iteration 68Q: 3 clusters Score -7480450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136316 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7480453.500000 Penalty: 2247.845947
	Iteration 69Q: 3 clusters Score -7480454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136330 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7480449.500000 Penalty: 2247.845947
	Iteration 70Q: 3 clusters Score -7480450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136339 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7480451.500000 Penalty: 2247.845947
	Iteration 71Q: 3 clusters Score -7480452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136350 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7480452.000000 Penalty: 2247.845947
	Iteration 72Q: 3 clusters Score -7480452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136356 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7480461.500000 Penalty: 2247.845947
	Iteration 73Q: 3 clusters Score -7480462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136367 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7480469.000000 Penalty: 2247.845947
	Iteration 74Q: 3 clusters Score -7480469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136371 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7480467.000000 Penalty: 2247.845947
	Iteration 75Q: 3 clusters Score -7480467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7480466.500000 Penalty: 2247.845947
	Iteration 76Q: 3 clusters Score -7480466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136375 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7480457.500000 Penalty: 2247.845947
	Iteration 77Q: 3 clusters Score -7480458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136375 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7480457.500000 Penalty: 2247.845947
	Iteration 78F: 3 clusters Score -7480458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -318743.875000 Penalty: 826.089050
	Iteration 0F: 2 clusters Score -318743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -314547.343750 Penalty: 1652.178101
	Iteration 0F: 3 clusters Score -314547.3 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -316082.250000 Penalty: 1652.178101
	Iteration 1F: 3 clusters Score -316082.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -316543.343750 Penalty: 1652.178101
	Iteration 2F: 3 clusters Score -316543.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -317090.218750 Penalty: 1652.178101
	Iteration 3F: 3 clusters Score -317090.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -317591.656250 Penalty: 1652.178101
	Iteration 4F: 3 clusters Score -317591.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -317898.937500 Penalty: 1652.178101
	Iteration 5F: 3 clusters Score -317898.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -318081.656250 Penalty: 1652.178101
	Iteration 6Q: 3 clusters Score -318081.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -318218.625000 Penalty: 1652.178101
	Iteration 7Q: 3 clusters Score -318218.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -318317.468750 Penalty: 1652.178101
	Iteration 8Q: 3 clusters Score -318317.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -318374.875000 Penalty: 1652.178101
	Iteration 9Q: 3 clusters Score -318374.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -318413.250000 Penalty: 1652.178101
	Iteration 10Q: 3 clusters Score -318413.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -318437.718750 Penalty: 1652.178101
	Iteration 11Q: 3 clusters Score -318437.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -318462.750000 Penalty: 1652.178101
	Iteration 12Q: 3 clusters Score -318462.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -318483.812500 Penalty: 1652.178101
	Iteration 13Q: 3 clusters Score -318483.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -318498.343750 Penalty: 1652.178101
	Iteration 14Q: 3 clusters Score -318498.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -318509.968750 Penalty: 1652.178101
	Iteration 15Q: 3 clusters Score -318510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -318519.343750 Penalty: 1652.178101
	Iteration 16Q: 3 clusters Score -318519.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -318526.281250 Penalty: 1652.178101
	Iteration 17Q: 3 clusters Score -318526.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -318534.593750 Penalty: 1652.178101
	Iteration 18Q: 3 clusters Score -318534.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -318541.593750 Penalty: 1652.178101
	Iteration 19Q: 3 clusters Score -318541.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -318547.000000 Penalty: 1652.178101
	Iteration 20F: 3 clusters Score -318547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -318551.437500 Penalty: 1652.178101
	Iteration 21Q: 3 clusters Score -318551.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -318557.875000 Penalty: 1652.178101
	Iteration 22Q: 3 clusters Score -318557.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -318562.750000 Penalty: 1652.178101
	Iteration 23Q: 3 clusters Score -318562.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -318565.500000 Penalty: 1652.178101
	Iteration 24Q: 3 clusters Score -318565.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -318567.437500 Penalty: 1652.178101
	Iteration 25Q: 3 clusters Score -318567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -318569.312500 Penalty: 1652.178101
	Iteration 26Q: 3 clusters Score -318569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -318570.093750 Penalty: 1652.178101
	Iteration 27Q: 3 clusters Score -318570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -318571.125000 Penalty: 1652.178101
	Iteration 28Q: 3 clusters Score -318571.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -318572.125000 Penalty: 1652.178101
	Iteration 29Q: 3 clusters Score -318572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -318572.968750 Penalty: 1652.178101
	Iteration 30Q: 3 clusters Score -318573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -318573.375000 Penalty: 1652.178101
	Iteration 31Q: 3 clusters Score -318573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -318573.437500 Penalty: 1652.178101
	Iteration 32Q: 3 clusters Score -318573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -318573.375000 Penalty: 1652.178101
	Iteration 33Q: 3 clusters Score -318573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -318574.625000 Penalty: 1652.178101
	Iteration 34Q: 3 clusters Score -318574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -318574.468750 Penalty: 1652.178101
	Iteration 35Q: 3 clusters Score -318574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -318575.500000 Penalty: 1652.178101
	Iteration 36Q: 3 clusters Score -318575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -318576.187500 Penalty: 1652.178101
	Iteration 37Q: 3 clusters Score -318576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -318576.531250 Penalty: 1652.178101
	Iteration 38Q: 3 clusters Score -318576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -318576.031250 Penalty: 1652.178101
	Iteration 39Q: 3 clusters Score -318576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -318577.781250 Penalty: 1652.178101
	Iteration 40F: 3 clusters Score -318577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -318577.968750 Penalty: 1652.178101
	Iteration 41Q: 3 clusters Score -318578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -318578.187500 Penalty: 1652.178101
	Iteration 42Q: 3 clusters Score -318578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -318578.562500 Penalty: 1652.178101
	Iteration 43Q: 3 clusters Score -318578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -318578.562500 Penalty: 1652.178101
	Iteration 44Q: 3 clusters Score -318578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -318579.843750 Penalty: 1652.178101
	Iteration 45Q: 3 clusters Score -318579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -318580.031250 Penalty: 1652.178101
	Iteration 46Q: 3 clusters Score -318580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -318580.031250 Penalty: 1652.178101
	Iteration 47F: 3 clusters Score -318580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Entering Unmasked Estep 
Score: -317517.843750 Penalty: 831.660217
	Iteration 0F: 2 clusters Score -317517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -312969.375000 Penalty: 1663.320435
	Iteration 0F: 3 clusters Score -312969.4 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -314642.406250 Penalty: 1663.320435
	Iteration 1F: 3 clusters Score -314642.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -314848.343750 Penalty: 1663.320435
	Iteration 2F: 3 clusters Score -314848.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -315028.875000 Penalty: 1663.320435
	Iteration 3F: 3 clusters Score -315028.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -315173.843750 Penalty: 1663.320435
	Iteration 4Q: 3 clusters Score -315173.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -315294.312500 Penalty: 1663.320435
	Iteration 5Q: 3 clusters Score -315294.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -315410.937500 Penalty: 1663.320435
	Iteration 6Q: 3 clusters Score -315410.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -315531.781250 Penalty: 1663.320435
	Iteration 7Q: 3 clusters Score -315531.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -315646.906250 Penalty: 1663.320435
	Iteration 8Q: 3 clusters Score -315646.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -315764.968750 Penalty: 1663.320435
	Iteration 9Q: 3 clusters Score -315765 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -315854.687500 Penalty: 1663.320435
	Iteration 10Q: 3 clusters Score -315854.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -315926.937500 Penalty: 1663.320435
	Iteration 11Q: 3 clusters Score -315926.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -315987.125000 Penalty: 1663.320435
	Iteration 12Q: 3 clusters Score -315987.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -316046.375000 Penalty: 1663.320435
	Iteration 13Q: 3 clusters Score -316046.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -316093.437500 Penalty: 1663.320435
	Iteration 14Q: 3 clusters Score -316093.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -316118.281250 Penalty: 1663.320435
	Iteration 15Q: 3 clusters Score -316118.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -316143.031250 Penalty: 1663.320435
	Iteration 16Q: 3 clusters Score -316143 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -316166.062500 Penalty: 1663.320435
	Iteration 17Q: 3 clusters Score -316166.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -316188.875000 Penalty: 1663.320435
	Iteration 18Q: 3 clusters Score -316188.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -316213.312500 Penalty: 1663.320435
	Iteration 19Q: 3 clusters Score -316213.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -316241.312500 Penalty: 1663.320435
	Iteration 20F: 3 clusters Score -316241.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -316266.250000 Penalty: 1663.320435
	Iteration 21Q: 3 clusters Score -316266.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -316292.500000 Penalty: 1663.320435
	Iteration 22Q: 3 clusters Score -316292.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -316319.937500 Penalty: 1663.320435
	Iteration 23Q: 3 clusters Score -316319.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -316347.156250 Penalty: 1663.320435
	Iteration 24Q: 3 clusters Score -316347.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -316369.281250 Penalty: 1663.320435
	Iteration 25Q: 3 clusters Score -316369.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -316393.843750 Penalty: 1663.320435
	Iteration 26Q: 3 clusters Score -316393.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -316417.062500 Penalty: 1663.320435
	Iteration 27Q: 3 clusters Score -316417.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -316443.656250 Penalty: 1663.320435
	Iteration 28Q: 3 clusters Score -316443.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -316470.500000 Penalty: 1663.320435
	Iteration 29Q: 3 clusters Score -316470.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -316491.218750 Penalty: 1663.320435
	Iteration 30Q: 3 clusters Score -316491.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -316520.468750 Penalty: 1663.320435
	Iteration 31Q: 3 clusters Score -316520.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -316537.843750 Penalty: 1663.320435
	Iteration 32Q: 3 clusters Score -316537.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -316552.250000 Penalty: 1663.320435
	Iteration 33Q: 3 clusters Score -316552.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -316563.687500 Penalty: 1663.320435
	Iteration 34Q: 3 clusters Score -316563.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -316574.031250 Penalty: 1663.320435
	Iteration 35Q: 3 clusters Score -316574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -316583.906250 Penalty: 1663.320435
	Iteration 36Q: 3 clusters Score -316583.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -316594.312500 Penalty: 1663.320435
	Iteration 37Q: 3 clusters Score -316594.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -316602.125000 Penalty: 1663.320435
	Iteration 38Q: 3 clusters Score -316602.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -316609.656250 Penalty: 1663.320435
	Iteration 39Q: 3 clusters Score -316609.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -316616.093750 Penalty: 1663.320435
	Iteration 40F: 3 clusters Score -316616.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -316628.531250 Penalty: 1663.320435
	Iteration 41Q: 3 clusters Score -316628.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -316641.031250 Penalty: 1663.320435
	Iteration 42Q: 3 clusters Score -316641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -316656.531250 Penalty: 1663.320435
	Iteration 43Q: 3 clusters Score -316656.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -316667.562500 Penalty: 1663.320435
	Iteration 44Q: 3 clusters Score -316667.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -316677.093750 Penalty: 1663.320435
	Iteration 45Q: 3 clusters Score -316677.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -316682.562500 Penalty: 1663.320435
	Iteration 46Q: 3 clusters Score -316682.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -316684.687500 Penalty: 1663.320435
	Iteration 47Q: 3 clusters Score -316684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -316686.843750 Penalty: 1663.320435
	Iteration 48Q: 3 clusters Score -316686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -316688.968750 Penalty: 1663.320435
	Iteration 49Q: 3 clusters Score -316689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -316691.937500 Penalty: 1663.320435
	Iteration 50Q: 3 clusters Score -316691.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -316695.687500 Penalty: 1663.320435
	Iteration 51Q: 3 clusters Score -316695.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -316700.437500 Penalty: 1663.320435
	Iteration 52Q: 3 clusters Score -316700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -316703.343750 Penalty: 1663.320435
	Iteration 53Q: 3 clusters Score -316703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -316706.312500 Penalty: 1663.320435
	Iteration 54Q: 3 clusters Score -316706.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -316708.718750 Penalty: 1663.320435
	Iteration 55Q: 3 clusters Score -316708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -316711.781250 Penalty: 1663.320435
	Iteration 56Q: 3 clusters Score -316711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -316715.562500 Penalty: 1663.320435
	Iteration 57Q: 3 clusters Score -316715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -316717.062500 Penalty: 1663.320435
	Iteration 58Q: 3 clusters Score -316717.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -316720.718750 Penalty: 1663.320435
	Iteration 59Q: 3 clusters Score -316720.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -316723.906250 Penalty: 1663.320435
	Iteration 60F: 3 clusters Score -316723.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -316728.906250 Penalty: 1663.320435
	Iteration 61Q: 3 clusters Score -316728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -316734.750000 Penalty: 1663.320435
	Iteration 62Q: 3 clusters Score -316734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -316740.218750 Penalty: 1663.320435
	Iteration 63Q: 3 clusters Score -316740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -316744.312500 Penalty: 1663.320435
	Iteration 64Q: 3 clusters Score -316744.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -316749.781250 Penalty: 1663.320435
	Iteration 65Q: 3 clusters Score -316749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -316753.625000 Penalty: 1663.320435
	Iteration 66Q: 3 clusters Score -316753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -316756.781250 Penalty: 1663.320435
	Iteration 67Q: 3 clusters Score -316756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -316762.187500 Penalty: 1663.320435
	Iteration 68Q: 3 clusters Score -316762.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -316767.968750 Penalty: 1663.320435
	Iteration 69Q: 3 clusters Score -316768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -316775.312500 Penalty: 1663.320435
	Iteration 70Q: 3 clusters Score -316775.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -316781.375000 Penalty: 1663.320435
	Iteration 71Q: 3 clusters Score -316781.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -316787.156250 Penalty: 1663.320435
	Iteration 72Q: 3 clusters Score -316787.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -316791.250000 Penalty: 1663.320435
	Iteration 73Q: 3 clusters Score -316791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -316794.687500 Penalty: 1663.320435
	Iteration 74Q: 3 clusters Score -316794.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -316796.156250 Penalty: 1663.320435
	Iteration 75Q: 3 clusters Score -316796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -316799.031250 Penalty: 1663.320435
	Iteration 76Q: 3 clusters Score -316799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -316802.312500 Penalty: 1663.320435
	Iteration 77Q: 3 clusters Score -316802.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -316805.750000 Penalty: 1663.320435
	Iteration 78Q: 3 clusters Score -316805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -316807.937500 Penalty: 1663.320435
	Iteration 79Q: 3 clusters Score -316807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -316809.156250 Penalty: 1663.320435
	Iteration 80F: 3 clusters Score -316809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -316812.125000 Penalty: 1663.320435
	Iteration 81Q: 3 clusters Score -316812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -316814.343750 Penalty: 1663.320435
	Iteration 82Q: 3 clusters Score -316814.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -316815.687500 Penalty: 1663.320435
	Iteration 83Q: 3 clusters Score -316815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -316816.687500 Penalty: 1663.320435
	Iteration 84Q: 3 clusters Score -316816.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -316817.687500 Penalty: 1663.320435
	Iteration 85Q: 3 clusters Score -316817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -316817.687500 Penalty: 1663.320435
	Iteration 86F: 3 clusters Score -316817.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Entering Unmasked Estep 
Score: -775893.312500 Penalty: 907.373779
	Iteration 0F: 2 clusters Score -775893.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -766440.500000 Penalty: 1814.747559
	Iteration 0F: 3 clusters Score -766440.5 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -769937.125000 Penalty: 1814.747559
	Iteration 1F: 3 clusters Score -769937.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -770244.500000 Penalty: 1814.747559
	Iteration 2F: 3 clusters Score -770244.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -770534.437500 Penalty: 1814.747559
	Iteration 3F: 3 clusters Score -770534.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -770852.250000 Penalty: 1814.747559
	Iteration 4F: 3 clusters Score -770852.2 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -771224.375000 Penalty: 1814.747559
	Iteration 5F: 3 clusters Score -771224.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -771683.500000 Penalty: 1814.747559
	Iteration 6F: 3 clusters Score -771683.5 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -772236.375000 Penalty: 1814.747559
	Iteration 7F: 3 clusters Score -772236.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -772845.937500 Penalty: 1814.747559
	Iteration 8F: 3 clusters Score -772845.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -773403.312500 Penalty: 1814.747559
	Iteration 9F: 3 clusters Score -773403.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -773931.187500 Penalty: 1814.747559
	Iteration 10Q: 3 clusters Score -773931.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -774361.375000 Penalty: 1814.747559
	Iteration 11Q: 3 clusters Score -774361.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -774652.125000 Penalty: 1814.747559
	Iteration 12Q: 3 clusters Score -774652.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -774851.312500 Penalty: 1814.747559
	Iteration 13Q: 3 clusters Score -774851.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -774965.062500 Penalty: 1814.747559
	Iteration 14Q: 3 clusters Score -774965.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -775024.687500 Penalty: 1814.747559
	Iteration 15Q: 3 clusters Score -775024.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -775074.625000 Penalty: 1814.747559
	Iteration 16Q: 3 clusters Score -775074.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -775117.375000 Penalty: 1814.747559
	Iteration 17Q: 3 clusters Score -775117.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -775149.875000 Penalty: 1814.747559
	Iteration 18Q: 3 clusters Score -775149.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -775174.000000 Penalty: 1814.747559
	Iteration 19Q: 3 clusters Score -775174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -775188.125000 Penalty: 1814.747559
	Iteration 20F: 3 clusters Score -775188.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -775196.187500 Penalty: 1814.747559
	Iteration 21Q: 3 clusters Score -775196.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -775201.875000 Penalty: 1814.747559
	Iteration 22Q: 3 clusters Score -775201.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -775207.562500 Penalty: 1814.747559
	Iteration 23Q: 3 clusters Score -775207.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -775210.500000 Penalty: 1814.747559
	Iteration 24Q: 3 clusters Score -775210.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -775212.062500 Penalty: 1814.747559
	Iteration 25Q: 3 clusters Score -775212.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -775216.000000 Penalty: 1814.747559
	Iteration 26Q: 3 clusters Score -775216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -775217.187500 Penalty: 1814.747559
	Iteration 27Q: 3 clusters Score -775217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -775219.312500 Penalty: 1814.747559
	Iteration 28Q: 3 clusters Score -775219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -775221.500000 Penalty: 1814.747559
	Iteration 29Q: 3 clusters Score -775221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -775223.187500 Penalty: 1814.747559
	Iteration 30Q: 3 clusters Score -775223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -775224.500000 Penalty: 1814.747559
	Iteration 31Q: 3 clusters Score -775224.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -775226.187500 Penalty: 1814.747559
	Iteration 32Q: 3 clusters Score -775226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -775227.375000 Penalty: 1814.747559
	Iteration 33Q: 3 clusters Score -775227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -775227.687500 Penalty: 1814.747559
	Iteration 34Q: 3 clusters Score -775227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -775227.062500 Penalty: 1814.747559
	Iteration 35Q: 3 clusters Score -775227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -775229.125000 Penalty: 1814.747559
	Iteration 36Q: 3 clusters Score -775229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -775229.125000 Penalty: 1814.747559
	Iteration 37F: 3 clusters Score -775229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -135970.328125 Penalty: 744.605164
	Iteration 0F: 2 clusters Score -135970.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -133924.437500 Penalty: 1489.210327
	Iteration 0F: 3 clusters Score -133924.4 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -134598.125000 Penalty: 1489.210327
	Iteration 1F: 3 clusters Score -134598.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -134770.812500 Penalty: 1489.210327
	Iteration 2F: 3 clusters Score -134770.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -134915.218750 Penalty: 1489.210327
	Iteration 3F: 3 clusters Score -134915.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -135016.546875 Penalty: 1489.210327
	Iteration 4F: 3 clusters Score -135016.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -135093.859375 Penalty: 1489.210327
	Iteration 5Q: 3 clusters Score -135093.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -135131.703125 Penalty: 1489.210327
	Iteration 6Q: 3 clusters Score -135131.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -135151.750000 Penalty: 1489.210327
	Iteration 7Q: 3 clusters Score -135151.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -135164.031250 Penalty: 1489.210327
	Iteration 8Q: 3 clusters Score -135164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -135170.921875 Penalty: 1489.210327
	Iteration 9Q: 3 clusters Score -135170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -135176.953125 Penalty: 1489.210327
	Iteration 10Q: 3 clusters Score -135177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -135182.109375 Penalty: 1489.210327
	Iteration 11Q: 3 clusters Score -135182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -135186.390625 Penalty: 1489.210327
	Iteration 12Q: 3 clusters Score -135186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -135191.421875 Penalty: 1489.210327
	Iteration 13Q: 3 clusters Score -135191.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -135199.265625 Penalty: 1489.210327
	Iteration 14Q: 3 clusters Score -135199.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -135206.859375 Penalty: 1489.210327
	Iteration 15Q: 3 clusters Score -135206.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -135212.687500 Penalty: 1489.210327
	Iteration 16Q: 3 clusters Score -135212.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -135217.234375 Penalty: 1489.210327
	Iteration 17Q: 3 clusters Score -135217.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -135224.031250 Penalty: 1489.210327
	Iteration 18Q: 3 clusters Score -135224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -135231.625000 Penalty: 1489.210327
	Iteration 19Q: 3 clusters Score -135231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -135238.546875 Penalty: 1489.210327
	Iteration 20F: 3 clusters Score -135238.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -135244.859375 Penalty: 1489.210327
	Iteration 21Q: 3 clusters Score -135244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -135248.312500 Penalty: 1489.210327
	Iteration 22Q: 3 clusters Score -135248.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -135250.265625 Penalty: 1489.210327
	Iteration 23Q: 3 clusters Score -135250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -135251.734375 Penalty: 1489.210327
	Iteration 24Q: 3 clusters Score -135251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -135253.015625 Penalty: 1489.210327
	Iteration 25Q: 3 clusters Score -135253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -135253.703125 Penalty: 1489.210327
	Iteration 26Q: 3 clusters Score -135253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -135253.765625 Penalty: 1489.210327
	Iteration 27Q: 3 clusters Score -135253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -135253.765625 Penalty: 1489.210327
	Iteration 28F: 3 clusters Score -135253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Entering Unmasked Estep 
Score: -667280.250000 Penalty: 895.601624
	Iteration 0F: 2 clusters Score -667280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -658852.500000 Penalty: 1791.203247
	Iteration 0F: 3 clusters Score -658852.5 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -661974.000000 Penalty: 1791.203247
	Iteration 1F: 3 clusters Score -661974 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -662281.312500 Penalty: 1791.203247
	Iteration 2F: 3 clusters Score -662281.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -662653.125000 Penalty: 1791.203247
	Iteration 3F: 3 clusters Score -662653.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -663132.687500 Penalty: 1791.203247
	Iteration 4F: 3 clusters Score -663132.7 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -663808.187500 Penalty: 1791.203247
	Iteration 5F: 3 clusters Score -663808.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -664601.125000 Penalty: 1791.203247
	Iteration 6F: 3 clusters Score -664601.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -665429.000000 Penalty: 1791.203247
	Iteration 7F: 3 clusters Score -665429 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -666057.750000 Penalty: 1791.203247
	Iteration 8Q: 3 clusters Score -666057.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -666335.687500 Penalty: 1791.203247
	Iteration 9Q: 3 clusters Score -666335.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -666442.000000 Penalty: 1791.203247
	Iteration 10Q: 3 clusters Score -666442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -666482.687500 Penalty: 1791.203247
	Iteration 11Q: 3 clusters Score -666482.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -666511.812500 Penalty: 1791.203247
	Iteration 12Q: 3 clusters Score -666511.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -666533.062500 Penalty: 1791.203247
	Iteration 13Q: 3 clusters Score -666533.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -666550.562500 Penalty: 1791.203247
	Iteration 14Q: 3 clusters Score -666550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -666557.375000 Penalty: 1791.203247
	Iteration 15Q: 3 clusters Score -666557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -666561.312500 Penalty: 1791.203247
	Iteration 16Q: 3 clusters Score -666561.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -666562.687500 Penalty: 1791.203247
	Iteration 17Q: 3 clusters Score -666562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -666562.625000 Penalty: 1791.203247
	Iteration 18Q: 3 clusters Score -666562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -666564.750000 Penalty: 1791.203247
	Iteration 19Q: 3 clusters Score -666564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -666564.937500 Penalty: 1791.203247
	Iteration 20F: 3 clusters Score -666564.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Entering Unmasked Estep 
Score: -2006381.000000 Penalty: 993.744751
	Iteration 0F: 2 clusters Score -2006381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1983038.000000 Penalty: 1987.489502
	Iteration 0F: 3 clusters Score -1983038 nChanged 16382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -1992808.750000 Penalty: 1987.489502
	Iteration 1F: 3 clusters Score -1992809 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1993715.000000 Penalty: 1987.489502
	Iteration 2F: 3 clusters Score -1993715 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -1995156.625000 Penalty: 1987.489502
	Iteration 3F: 3 clusters Score -1995157 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -1997066.625000 Penalty: 1987.489502
	Iteration 4F: 3 clusters Score -1997067 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -1999058.750000 Penalty: 1987.489502
	Iteration 5F: 3 clusters Score -1999059 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -2000592.375000 Penalty: 1987.489502
	Iteration 6F: 3 clusters Score -2000592 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -2001607.125000 Penalty: 1987.489502
	Iteration 7F: 3 clusters Score -2001607 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -2002351.375000 Penalty: 1987.489502
	Iteration 8Q: 3 clusters Score -2002351 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -2002985.750000 Penalty: 1987.489502
	Iteration 9Q: 3 clusters Score -2002986 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -2003619.250000 Penalty: 1987.489502
	Iteration 10Q: 3 clusters Score -2003619 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -2004180.500000 Penalty: 1987.489502
	Iteration 11Q: 3 clusters Score -2004180 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -2004578.250000 Penalty: 1987.489502
	Iteration 12Q: 3 clusters Score -2004578 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -2004860.375000 Penalty: 1987.489502
	Iteration 13Q: 3 clusters Score -2004860 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -2005048.375000 Penalty: 1987.489502
	Iteration 14Q: 3 clusters Score -2005048 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -2005214.375000 Penalty: 1987.489502
	Iteration 15Q: 3 clusters Score -2005214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -2005298.750000 Penalty: 1987.489502
	Iteration 16Q: 3 clusters Score -2005299 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -2005365.625000 Penalty: 1987.489502
	Iteration 17Q: 3 clusters Score -2005366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -2005404.500000 Penalty: 1987.489502
	Iteration 18Q: 3 clusters Score -2005404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -2005436.250000 Penalty: 1987.489502
	Iteration 19Q: 3 clusters Score -2005436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -2005460.500000 Penalty: 1987.489502
	Iteration 20F: 3 clusters Score -2005460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -2005475.125000 Penalty: 1987.489502
	Iteration 21Q: 3 clusters Score -2005475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -2005481.125000 Penalty: 1987.489502
	Iteration 22Q: 3 clusters Score -2005481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -2005492.500000 Penalty: 1987.489502
	Iteration 23Q: 3 clusters Score -2005492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -2005506.250000 Penalty: 1987.489502
	Iteration 24Q: 3 clusters Score -2005506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -2005514.625000 Penalty: 1987.489502
	Iteration 25Q: 3 clusters Score -2005515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -2005517.750000 Penalty: 1987.489502
	Iteration 26Q: 3 clusters Score -2005518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -2005522.625000 Penalty: 1987.489502
	Iteration 27Q: 3 clusters Score -2005523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -2005522.625000 Penalty: 1987.489502
	Iteration 28Q: 3 clusters Score -2005523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -2005524.000000 Penalty: 1987.489502
	Iteration 29Q: 3 clusters Score -2005524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -2005524.000000 Penalty: 1987.489502
	Iteration 30F: 3 clusters Score -2005524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Entering Unmasked Estep 
Score: -490755.468750 Penalty: 867.729919
	Iteration 0F: 2 clusters Score -490755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -484346.843750 Penalty: 1735.459839
	Iteration 0F: 3 clusters Score -484346.8 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -486659.781250 Penalty: 1735.459839
	Iteration 1F: 3 clusters Score -486659.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -486891.750000 Penalty: 1735.459839
	Iteration 2F: 3 clusters Score -486891.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -487151.625000 Penalty: 1735.459839
	Iteration 3F: 3 clusters Score -487151.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -487444.500000 Penalty: 1735.459839
	Iteration 4F: 3 clusters Score -487444.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -487787.906250 Penalty: 1735.459839
	Iteration 5F: 3 clusters Score -487787.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -488222.718750 Penalty: 1735.459839
	Iteration 6F: 3 clusters Score -488222.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -488706.781250 Penalty: 1735.459839
	Iteration 7F: 3 clusters Score -488706.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -489113.937500 Penalty: 1735.459839
	Iteration 8F: 3 clusters Score -489113.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -489422.843750 Penalty: 1735.459839
	Iteration 9Q: 3 clusters Score -489422.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -489628.500000 Penalty: 1735.459839
	Iteration 10Q: 3 clusters Score -489628.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -489763.468750 Penalty: 1735.459839
	Iteration 11Q: 3 clusters Score -489763.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -489868.843750 Penalty: 1735.459839
	Iteration 12Q: 3 clusters Score -489868.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -489973.000000 Penalty: 1735.459839
	Iteration 13Q: 3 clusters Score -489973 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -490063.468750 Penalty: 1735.459839
	Iteration 14Q: 3 clusters Score -490063.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -490124.375000 Penalty: 1735.459839
	Iteration 15Q: 3 clusters Score -490124.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -490165.968750 Penalty: 1735.459839
	Iteration 16Q: 3 clusters Score -490166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -490194.781250 Penalty: 1735.459839
	Iteration 17Q: 3 clusters Score -490194.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -490217.437500 Penalty: 1735.459839
	Iteration 18Q: 3 clusters Score -490217.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -490237.437500 Penalty: 1735.459839
	Iteration 19Q: 3 clusters Score -490237.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -490257.593750 Penalty: 1735.459839
	Iteration 20F: 3 clusters Score -490257.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -490275.375000 Penalty: 1735.459839
	Iteration 21Q: 3 clusters Score -490275.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -490287.250000 Penalty: 1735.459839
	Iteration 22Q: 3 clusters Score -490287.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -490293.187500 Penalty: 1735.459839
	Iteration 23Q: 3 clusters Score -490293.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -490296.718750 Penalty: 1735.459839
	Iteration 24Q: 3 clusters Score -490296.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -490298.687500 Penalty: 1735.459839
	Iteration 25Q: 3 clusters Score -490298.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -490301.562500 Penalty: 1735.459839
	Iteration 26Q: 3 clusters Score -490301.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -490303.656250 Penalty: 1735.459839
	Iteration 27Q: 3 clusters Score -490303.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -490308.406250 Penalty: 1735.459839
	Iteration 28Q: 3 clusters Score -490308.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -490310.718750 Penalty: 1735.459839
	Iteration 29Q: 3 clusters Score -490310.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -490312.468750 Penalty: 1735.459839
	Iteration 30Q: 3 clusters Score -490312.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -490315.218750 Penalty: 1735.459839
	Iteration 31Q: 3 clusters Score -490315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -490315.593750 Penalty: 1735.459839
	Iteration 32Q: 3 clusters Score -490315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -490315.593750 Penalty: 1735.459839
	Iteration 33Q: 3 clusters Score -490315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -490316.875000 Penalty: 1735.459839
	Iteration 34Q: 3 clusters Score -490316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -490316.593750 Penalty: 1735.459839
	Iteration 35Q: 3 clusters Score -490316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -490316.625000 Penalty: 1735.459839
	Iteration 36Q: 3 clusters Score -490316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -490316.250000 Penalty: 1735.459839
	Iteration 37Q: 3 clusters Score -490316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -490316.250000 Penalty: 1735.459839
	Iteration 38F: 3 clusters Score -490316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Entering Unmasked Estep 
Score: -1342358.875000 Penalty: 961.668274
	Iteration 0F: 2 clusters Score -1342359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1325694.250000 Penalty: 1923.336548
	Iteration 0F: 3 clusters Score -1325694 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1332837.500000 Penalty: 1923.336548
	Iteration 1F: 3 clusters Score -1332838 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1333405.000000 Penalty: 1923.336548
	Iteration 2F: 3 clusters Score -1333405 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1333980.000000 Penalty: 1923.336548
	Iteration 3F: 3 clusters Score -1333980 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1334519.500000 Penalty: 1923.336548
	Iteration 4Q: 3 clusters Score -1334520 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1335105.500000 Penalty: 1923.336548
	Iteration 5Q: 3 clusters Score -1335106 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1335769.125000 Penalty: 1923.336548
	Iteration 6Q: 3 clusters Score -1335769 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1336587.500000 Penalty: 1923.336548
	Iteration 7Q: 3 clusters Score -1336588 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1337610.750000 Penalty: 1923.336548
	Iteration 8F: 3 clusters Score -1337611 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1338631.000000 Penalty: 1923.336548
	Iteration 9Q: 3 clusters Score -1338631 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1339331.625000 Penalty: 1923.336548
	Iteration 10Q: 3 clusters Score -1339332 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1339725.000000 Penalty: 1923.336548
	Iteration 11Q: 3 clusters Score -1339725 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1339976.750000 Penalty: 1923.336548
	Iteration 12Q: 3 clusters Score -1339977 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1340169.500000 Penalty: 1923.336548
	Iteration 13Q: 3 clusters Score -1340170 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1340287.875000 Penalty: 1923.336548
	Iteration 14Q: 3 clusters Score -1340288 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1340380.750000 Penalty: 1923.336548
	Iteration 15Q: 3 clusters Score -1340381 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1340451.000000 Penalty: 1923.336548
	Iteration 16Q: 3 clusters Score -1340451 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1340520.125000 Penalty: 1923.336548
	Iteration 17Q: 3 clusters Score -1340520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1340573.250000 Penalty: 1923.336548
	Iteration 18Q: 3 clusters Score -1340573 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1340636.250000 Penalty: 1923.336548
	Iteration 19Q: 3 clusters Score -1340636 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1340680.250000 Penalty: 1923.336548
	Iteration 20F: 3 clusters Score -1340680 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1340726.750000 Penalty: 1923.336548
	Iteration 21Q: 3 clusters Score -1340727 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1340772.000000 Penalty: 1923.336548
	Iteration 22Q: 3 clusters Score -1340772 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1340808.500000 Penalty: 1923.336548
	Iteration 23Q: 3 clusters Score -1340808 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1340846.000000 Penalty: 1923.336548
	Iteration 24Q: 3 clusters Score -1340846 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1340874.625000 Penalty: 1923.336548
	Iteration 25Q: 3 clusters Score -1340875 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1340890.375000 Penalty: 1923.336548
	Iteration 26Q: 3 clusters Score -1340890 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1340912.375000 Penalty: 1923.336548
	Iteration 27Q: 3 clusters Score -1340912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1340926.500000 Penalty: 1923.336548
	Iteration 28Q: 3 clusters Score -1340926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1340941.875000 Penalty: 1923.336548
	Iteration 29Q: 3 clusters Score -1340942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1340960.500000 Penalty: 1923.336548
	Iteration 30Q: 3 clusters Score -1340960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1340970.250000 Penalty: 1923.336548
	Iteration 31Q: 3 clusters Score -1340970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1340974.875000 Penalty: 1923.336548
	Iteration 32Q: 3 clusters Score -1340975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1340985.625000 Penalty: 1923.336548
	Iteration 33Q: 3 clusters Score -1340986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1340995.250000 Penalty: 1923.336548
	Iteration 34Q: 3 clusters Score -1340995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1341007.250000 Penalty: 1923.336548
	Iteration 35Q: 3 clusters Score -1341007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1341014.875000 Penalty: 1923.336548
	Iteration 36Q: 3 clusters Score -1341015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1341013.750000 Penalty: 1923.336548
	Iteration 37Q: 3 clusters Score -1341014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1341010.875000 Penalty: 1923.336548
	Iteration 38Q: 3 clusters Score -1341011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1341012.000000 Penalty: 1923.336548
	Iteration 39Q: 3 clusters Score -1341012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1341013.375000 Penalty: 1923.336548
	Iteration 40F: 3 clusters Score -1341013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1341011.500000 Penalty: 1923.336548
	Iteration 41Q: 3 clusters Score -1341012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1341010.625000 Penalty: 1923.336548
	Iteration 42Q: 3 clusters Score -1341011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1341010.250000 Penalty: 1923.336548
	Iteration 43Q: 3 clusters Score -1341010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1341013.125000 Penalty: 1923.336548
	Iteration 44Q: 3 clusters Score -1341013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1341015.625000 Penalty: 1923.336548
	Iteration 45Q: 3 clusters Score -1341016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1341014.875000 Penalty: 1923.336548
	Iteration 46Q: 3 clusters Score -1341015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1341015.875000 Penalty: 1923.336548
	Iteration 47Q: 3 clusters Score -1341016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1341020.875000 Penalty: 1923.336548
	Iteration 48Q: 3 clusters Score -1341021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1341019.375000 Penalty: 1923.336548
	Iteration 49Q: 3 clusters Score -1341019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1341022.125000 Penalty: 1923.336548
	Iteration 50Q: 3 clusters Score -1341022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1341023.500000 Penalty: 1923.336548
	Iteration 51Q: 3 clusters Score -1341024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1341023.625000 Penalty: 1923.336548
	Iteration 52Q: 3 clusters Score -1341024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1341025.000000 Penalty: 1923.336548
	Iteration 53Q: 3 clusters Score -1341025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1341023.750000 Penalty: 1923.336548
	Iteration 54Q: 3 clusters Score -1341024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1341025.000000 Penalty: 1923.336548
	Iteration 55Q: 3 clusters Score -1341025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1341023.625000 Penalty: 1923.336548
	Iteration 56Q: 3 clusters Score -1341024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1341024.250000 Penalty: 1923.336548
	Iteration 57Q: 3 clusters Score -1341024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1341024.250000 Penalty: 1923.336548
	Iteration 58F: 3 clusters Score -1341024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -116387.929688 Penalty: 730.403259
	Iteration 0F: 2 clusters Score -116387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -114540.890625 Penalty: 1460.806519
	Iteration 0F: 3 clusters Score -114540.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -115064.906250 Penalty: 1460.806519
	Iteration 1F: 3 clusters Score -115064.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -115151.445312 Penalty: 1460.806519
	Iteration 2F: 3 clusters Score -115151.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -115196.101562 Penalty: 1460.806519
	Iteration 3Q: 3 clusters Score -115196.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -115237.210938 Penalty: 1460.806519
	Iteration 4Q: 3 clusters Score -115237.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -115275.132812 Penalty: 1460.806519
	Iteration 5Q: 3 clusters Score -115275.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -115314.195312 Penalty: 1460.806519
	Iteration 6Q: 3 clusters Score -115314.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -115358.750000 Penalty: 1460.806519
	Iteration 7Q: 3 clusters Score -115358.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -115398.828125 Penalty: 1460.806519
	Iteration 8Q: 3 clusters Score -115398.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115437.500000 Penalty: 1460.806519
	Iteration 9Q: 3 clusters Score -115437.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -115480.687500 Penalty: 1460.806519
	Iteration 10Q: 3 clusters Score -115480.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115529.414062 Penalty: 1460.806519
	Iteration 11Q: 3 clusters Score -115529.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115566.109375 Penalty: 1460.806519
	Iteration 12Q: 3 clusters Score -115566.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -115606.125000 Penalty: 1460.806519
	Iteration 13Q: 3 clusters Score -115606.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -115646.796875 Penalty: 1460.806519
	Iteration 14Q: 3 clusters Score -115646.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -115673.757812 Penalty: 1460.806519
	Iteration 15Q: 3 clusters Score -115673.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -115700.968750 Penalty: 1460.806519
	Iteration 16Q: 3 clusters Score -115701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -115711.835938 Penalty: 1460.806519
	Iteration 17Q: 3 clusters Score -115711.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -115725.070312 Penalty: 1460.806519
	Iteration 18Q: 3 clusters Score -115725.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -115742.101562 Penalty: 1460.806519
	Iteration 19Q: 3 clusters Score -115742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -115751.148438 Penalty: 1460.806519
	Iteration 20F: 3 clusters Score -115751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -115753.640625 Penalty: 1460.806519
	Iteration 21Q: 3 clusters Score -115753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -115753.640625 Penalty: 1460.806519
	Iteration 22F: 3 clusters Score -115753.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -151158.671875 Penalty: 763.566589
	Iteration 0F: 2 clusters Score -151158.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -148806.218750 Penalty: 1527.133179
	Iteration 0F: 3 clusters Score -148806.2 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -149511.031250 Penalty: 1527.133179
	Iteration 1F: 3 clusters Score -149511 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -149663.000000 Penalty: 1527.133179
	Iteration 2F: 3 clusters Score -149663 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -149789.734375 Penalty: 1527.133179
	Iteration 3F: 3 clusters Score -149789.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -149935.703125 Penalty: 1527.133179
	Iteration 4F: 3 clusters Score -149935.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -150065.812500 Penalty: 1527.133179
	Iteration 5F: 3 clusters Score -150065.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -150163.953125 Penalty: 1527.133179
	Iteration 6F: 3 clusters Score -150164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -150248.109375 Penalty: 1527.133179
	Iteration 7Q: 3 clusters Score -150248.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -150302.859375 Penalty: 1527.133179
	Iteration 8Q: 3 clusters Score -150302.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -150346.671875 Penalty: 1527.133179
	Iteration 9Q: 3 clusters Score -150346.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -150399.828125 Penalty: 1527.133179
	Iteration 10Q: 3 clusters Score -150399.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -150449.171875 Penalty: 1527.133179
	Iteration 11Q: 3 clusters Score -150449.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -150500.812500 Penalty: 1527.133179
	Iteration 12Q: 3 clusters Score -150500.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -150559.000000 Penalty: 1527.133179
	Iteration 13Q: 3 clusters Score -150559 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -150611.015625 Penalty: 1527.133179
	Iteration 14Q: 3 clusters Score -150611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -150659.250000 Penalty: 1527.133179
	Iteration 15Q: 3 clusters Score -150659.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -150697.984375 Penalty: 1527.133179
	Iteration 16Q: 3 clusters Score -150698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -150728.187500 Penalty: 1527.133179
	Iteration 17Q: 3 clusters Score -150728.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -150746.921875 Penalty: 1527.133179
	Iteration 18Q: 3 clusters Score -150746.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -150764.421875 Penalty: 1527.133179
	Iteration 19Q: 3 clusters Score -150764.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -150778.468750 Penalty: 1527.133179
	Iteration 20F: 3 clusters Score -150778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -150786.187500 Penalty: 1527.133179
	Iteration 21Q: 3 clusters Score -150786.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -150790.828125 Penalty: 1527.133179
	Iteration 22Q: 3 clusters Score -150790.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -150794.890625 Penalty: 1527.133179
	Iteration 23Q: 3 clusters Score -150794.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -150798.328125 Penalty: 1527.133179
	Iteration 24Q: 3 clusters Score -150798.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -150805.843750 Penalty: 1527.133179
	Iteration 25Q: 3 clusters Score -150805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -150815.531250 Penalty: 1527.133179
	Iteration 26Q: 3 clusters Score -150815.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -150821.437500 Penalty: 1527.133179
	Iteration 27Q: 3 clusters Score -150821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -150825.578125 Penalty: 1527.133179
	Iteration 28Q: 3 clusters Score -150825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -150826.265625 Penalty: 1527.133179
	Iteration 29Q: 3 clusters Score -150826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -150826.953125 Penalty: 1527.133179
	Iteration 30Q: 3 clusters Score -150827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -150827.750000 Penalty: 1527.133179
	Iteration 31Q: 3 clusters Score -150827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -150828.562500 Penalty: 1527.133179
	Iteration 32Q: 3 clusters Score -150828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -150829.093750 Penalty: 1527.133179
	Iteration 33Q: 3 clusters Score -150829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -150829.093750 Penalty: 1527.133179
	Iteration 34F: 3 clusters Score -150829.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Entering Unmasked Estep 
Score: -898193.812500 Penalty: 918.677917
	Iteration 0F: 2 clusters Score -898193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -887584.625000 Penalty: 1837.355835
	Iteration 0F: 3 clusters Score -887584.6 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -891482.312500 Penalty: 1837.355835
	Iteration 1F: 3 clusters Score -891482.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -891781.062500 Penalty: 1837.355835
	Iteration 2Q: 3 clusters Score -891781.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -892159.500000 Penalty: 1837.355835
	Iteration 3F: 3 clusters Score -892159.5 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -892675.125000 Penalty: 1837.355835
	Iteration 4F: 3 clusters Score -892675.1 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -893368.562500 Penalty: 1837.355835
	Iteration 5F: 3 clusters Score -893368.6 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -894176.750000 Penalty: 1837.355835
	Iteration 6F: 3 clusters Score -894176.8 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -894883.625000 Penalty: 1837.355835
	Iteration 7F: 3 clusters Score -894883.6 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -895415.312500 Penalty: 1837.355835
	Iteration 8F: 3 clusters Score -895415.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -895794.687500 Penalty: 1837.355835
	Iteration 9Q: 3 clusters Score -895794.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -896045.125000 Penalty: 1837.355835
	Iteration 10Q: 3 clusters Score -896045.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -896247.500000 Penalty: 1837.355835
	Iteration 11Q: 3 clusters Score -896247.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -896389.187500 Penalty: 1837.355835
	Iteration 12Q: 3 clusters Score -896389.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -896484.250000 Penalty: 1837.355835
	Iteration 13Q: 3 clusters Score -896484.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -896543.687500 Penalty: 1837.355835
	Iteration 14Q: 3 clusters Score -896543.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -896590.937500 Penalty: 1837.355835
	Iteration 15Q: 3 clusters Score -896590.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -896638.875000 Penalty: 1837.355835
	Iteration 16Q: 3 clusters Score -896638.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -896682.562500 Penalty: 1837.355835
	Iteration 17Q: 3 clusters Score -896682.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -896729.375000 Penalty: 1837.355835
	Iteration 18Q: 3 clusters Score -896729.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -896790.562500 Penalty: 1837.355835
	Iteration 19Q: 3 clusters Score -896790.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -896855.250000 Penalty: 1837.355835
	Iteration 20F: 3 clusters Score -896855.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -896921.937500 Penalty: 1837.355835
	Iteration 21Q: 3 clusters Score -896921.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -896974.000000 Penalty: 1837.355835
	Iteration 22Q: 3 clusters Score -896974 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -897025.375000 Penalty: 1837.355835
	Iteration 23Q: 3 clusters Score -897025.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -897082.750000 Penalty: 1837.355835
	Iteration 24Q: 3 clusters Score -897082.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -897138.375000 Penalty: 1837.355835
	Iteration 25Q: 3 clusters Score -897138.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -897188.250000 Penalty: 1837.355835
	Iteration 26Q: 3 clusters Score -897188.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -897238.187500 Penalty: 1837.355835
	Iteration 27Q: 3 clusters Score -897238.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -897284.875000 Penalty: 1837.355835
	Iteration 28Q: 3 clusters Score -897284.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -897332.312500 Penalty: 1837.355835
	Iteration 29Q: 3 clusters Score -897332.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -897361.062500 Penalty: 1837.355835
	Iteration 30Q: 3 clusters Score -897361.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -897388.750000 Penalty: 1837.355835
	Iteration 31Q: 3 clusters Score -897388.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -897415.000000 Penalty: 1837.355835
	Iteration 32Q: 3 clusters Score -897415 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -897437.187500 Penalty: 1837.355835
	Iteration 33Q: 3 clusters Score -897437.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -897463.750000 Penalty: 1837.355835
	Iteration 34Q: 3 clusters Score -897463.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -897483.875000 Penalty: 1837.355835
	Iteration 35Q: 3 clusters Score -897483.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -897501.250000 Penalty: 1837.355835
	Iteration 36Q: 3 clusters Score -897501.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -897513.437500 Penalty: 1837.355835
	Iteration 37Q: 3 clusters Score -897513.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -897526.375000 Penalty: 1837.355835
	Iteration 38Q: 3 clusters Score -897526.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -897535.625000 Penalty: 1837.355835
	Iteration 39Q: 3 clusters Score -897535.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -897543.125000 Penalty: 1837.355835
	Iteration 40F: 3 clusters Score -897543.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -897549.125000 Penalty: 1837.355835
	Iteration 41Q: 3 clusters Score -897549.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -897554.312500 Penalty: 1837.355835
	Iteration 42Q: 3 clusters Score -897554.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -897559.312500 Penalty: 1837.355835
	Iteration 43Q: 3 clusters Score -897559.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -897561.875000 Penalty: 1837.355835
	Iteration 44Q: 3 clusters Score -897561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -897566.500000 Penalty: 1837.355835
	Iteration 45Q: 3 clusters Score -897566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -897569.000000 Penalty: 1837.355835
	Iteration 46Q: 3 clusters Score -897569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -897569.250000 Penalty: 1837.355835
	Iteration 47Q: 3 clusters Score -897569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -897570.437500 Penalty: 1837.355835
	Iteration 48Q: 3 clusters Score -897570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -897572.687500 Penalty: 1837.355835
	Iteration 49Q: 3 clusters Score -897572.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -897576.687500 Penalty: 1837.355835
	Iteration 50Q: 3 clusters Score -897576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -897578.312500 Penalty: 1837.355835
	Iteration 51Q: 3 clusters Score -897578.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -897580.187500 Penalty: 1837.355835
	Iteration 52Q: 3 clusters Score -897580.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -897582.937500 Penalty: 1837.355835
	Iteration 53Q: 3 clusters Score -897582.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -897588.500000 Penalty: 1837.355835
	Iteration 54Q: 3 clusters Score -897588.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -897589.375000 Penalty: 1837.355835
	Iteration 55Q: 3 clusters Score -897589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -897590.562500 Penalty: 1837.355835
	Iteration 56Q: 3 clusters Score -897590.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -897591.812500 Penalty: 1837.355835
	Iteration 57Q: 3 clusters Score -897591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -897593.500000 Penalty: 1837.355835
	Iteration 58Q: 3 clusters Score -897593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -897594.187500 Penalty: 1837.355835
	Iteration 59Q: 3 clusters Score -897594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -897596.937500 Penalty: 1837.355835
	Iteration 60F: 3 clusters Score -897596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -897596.625000 Penalty: 1837.355835
	Iteration 61Q: 3 clusters Score -897596.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -897597.562500 Penalty: 1837.355835
	Iteration 62Q: 3 clusters Score -897597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -897596.062500 Penalty: 1837.355835
	Iteration 63Q: 3 clusters Score -897596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -897598.625000 Penalty: 1837.355835
	Iteration 64Q: 3 clusters Score -897598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -897598.687500 Penalty: 1837.355835
	Iteration 65Q: 3 clusters Score -897598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -897599.000000 Penalty: 1837.355835
	Iteration 66Q: 3 clusters Score -897599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -897599.062500 Penalty: 1837.355835
	Iteration 67Q: 3 clusters Score -897599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -897599.062500 Penalty: 1837.355835
	Iteration 68F: 3 clusters Score -897599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -81911.382812 Penalty: 710.961609
	Iteration 0F: 2 clusters Score -81911.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -80334.492188 Penalty: 1421.923218
	Iteration 0F: 3 clusters Score -80334.49 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -80773.562500 Penalty: 1421.923218
	Iteration 1F: 3 clusters Score -80773.56 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -80891.406250 Penalty: 1421.923218
	Iteration 2F: 3 clusters Score -80891.41 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -80969.054688 Penalty: 1421.923218
	Iteration 3F: 3 clusters Score -80969.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -81015.007812 Penalty: 1421.923218
	Iteration 4Q: 3 clusters Score -81015.01 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -81048.500000 Penalty: 1421.923218
	Iteration 5Q: 3 clusters Score -81048.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -81074.851562 Penalty: 1421.923218
	Iteration 6Q: 3 clusters Score -81074.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -81112.945312 Penalty: 1421.923218
	Iteration 7Q: 3 clusters Score -81112.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -81160.304688 Penalty: 1421.923218
	Iteration 8Q: 3 clusters Score -81160.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -81206.500000 Penalty: 1421.923218
	Iteration 9Q: 3 clusters Score -81206.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -81247.570312 Penalty: 1421.923218
	Iteration 10Q: 3 clusters Score -81247.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -81291.804688 Penalty: 1421.923218
	Iteration 11Q: 3 clusters Score -81291.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -81321.773438 Penalty: 1421.923218
	Iteration 12Q: 3 clusters Score -81321.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -81345.640625 Penalty: 1421.923218
	Iteration 13Q: 3 clusters Score -81345.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -81372.312500 Penalty: 1421.923218
	Iteration 14Q: 3 clusters Score -81372.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -81398.648438 Penalty: 1421.923218
	Iteration 15Q: 3 clusters Score -81398.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -81418.148438 Penalty: 1421.923218
	Iteration 16Q: 3 clusters Score -81418.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -81436.679688 Penalty: 1421.923218
	Iteration 17Q: 3 clusters Score -81436.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -81446.539062 Penalty: 1421.923218
	Iteration 18Q: 3 clusters Score -81446.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -81456.640625 Penalty: 1421.923218
	Iteration 19Q: 3 clusters Score -81456.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -81462.718750 Penalty: 1421.923218
	Iteration 20F: 3 clusters Score -81462.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -81468.304688 Penalty: 1421.923218
	Iteration 21Q: 3 clusters Score -81468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -81470.351562 Penalty: 1421.923218
	Iteration 22Q: 3 clusters Score -81470.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -81472.164062 Penalty: 1421.923218
	Iteration 23Q: 3 clusters Score -81472.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -81473.601562 Penalty: 1421.923218
	Iteration 24Q: 3 clusters Score -81473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -81477.304688 Penalty: 1421.923218
	Iteration 25Q: 3 clusters Score -81477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -81479.742188 Penalty: 1421.923218
	Iteration 26Q: 3 clusters Score -81479.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -81485.109375 Penalty: 1421.923218
	Iteration 27Q: 3 clusters Score -81485.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -81489.250000 Penalty: 1421.923218
	Iteration 28Q: 3 clusters Score -81489.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -81492.859375 Penalty: 1421.923218
	Iteration 29Q: 3 clusters Score -81492.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -81497.437500 Penalty: 1421.923218
	Iteration 30Q: 3 clusters Score -81497.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -81498.406250 Penalty: 1421.923218
	Iteration 31Q: 3 clusters Score -81498.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -81499.781250 Penalty: 1421.923218
	Iteration 32Q: 3 clusters Score -81499.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -81499.781250 Penalty: 1421.923218
	Iteration 33F: 3 clusters Score -81499.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Entering Unmasked Estep 
Score: -248261.906250 Penalty: 800.548889
	Iteration 0F: 2 clusters Score -248261.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -244938.296875 Penalty: 1601.097778
	Iteration 0F: 3 clusters Score -244938.3 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -246100.015625 Penalty: 1601.097778
	Iteration 1F: 3 clusters Score -246100 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -246360.265625 Penalty: 1601.097778
	Iteration 2F: 3 clusters Score -246360.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -246638.453125 Penalty: 1601.097778
	Iteration 3F: 3 clusters Score -246638.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -246886.203125 Penalty: 1601.097778
	Iteration 4F: 3 clusters Score -246886.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -247056.703125 Penalty: 1601.097778
	Iteration 5F: 3 clusters Score -247056.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -247161.531250 Penalty: 1601.097778
	Iteration 6Q: 3 clusters Score -247161.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -247220.406250 Penalty: 1601.097778
	Iteration 7Q: 3 clusters Score -247220.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -247260.640625 Penalty: 1601.097778
	Iteration 8Q: 3 clusters Score -247260.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -247295.421875 Penalty: 1601.097778
	Iteration 9Q: 3 clusters Score -247295.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -247328.609375 Penalty: 1601.097778
	Iteration 10Q: 3 clusters Score -247328.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -247349.843750 Penalty: 1601.097778
	Iteration 11Q: 3 clusters Score -247349.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -247363.562500 Penalty: 1601.097778
	Iteration 12Q: 3 clusters Score -247363.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -247376.500000 Penalty: 1601.097778
	Iteration 13Q: 3 clusters Score -247376.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -247387.734375 Penalty: 1601.097778
	Iteration 14Q: 3 clusters Score -247387.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -247395.484375 Penalty: 1601.097778
	Iteration 15Q: 3 clusters Score -247395.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -247399.453125 Penalty: 1601.097778
	Iteration 16Q: 3 clusters Score -247399.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -247402.015625 Penalty: 1601.097778
	Iteration 17Q: 3 clusters Score -247402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -247405.437500 Penalty: 1601.097778
	Iteration 18Q: 3 clusters Score -247405.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -247407.937500 Penalty: 1601.097778
	Iteration 19Q: 3 clusters Score -247407.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -247411.562500 Penalty: 1601.097778
	Iteration 20F: 3 clusters Score -247411.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -247413.531250 Penalty: 1601.097778
	Iteration 21Q: 3 clusters Score -247413.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -247415.078125 Penalty: 1601.097778
	Iteration 22Q: 3 clusters Score -247415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -247415.375000 Penalty: 1601.097778
	Iteration 23Q: 3 clusters Score -247415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -247416.046875 Penalty: 1601.097778
	Iteration 24Q: 3 clusters Score -247416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -247417.328125 Penalty: 1601.097778
	Iteration 25Q: 3 clusters Score -247417.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -247418.671875 Penalty: 1601.097778
	Iteration 26Q: 3 clusters Score -247418.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -247419.875000 Penalty: 1601.097778
	Iteration 27Q: 3 clusters Score -247419.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -247420.531250 Penalty: 1601.097778
	Iteration 28Q: 3 clusters Score -247420.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -247421.421875 Penalty: 1601.097778
	Iteration 29Q: 3 clusters Score -247421.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -247423.468750 Penalty: 1601.097778
	Iteration 30Q: 3 clusters Score -247423.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -247426.218750 Penalty: 1601.097778
	Iteration 31Q: 3 clusters Score -247426.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -247428.750000 Penalty: 1601.097778
	Iteration 32Q: 3 clusters Score -247428.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -247429.890625 Penalty: 1601.097778
	Iteration 33Q: 3 clusters Score -247429.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -247432.437500 Penalty: 1601.097778
	Iteration 34Q: 3 clusters Score -247432.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -247433.890625 Penalty: 1601.097778
	Iteration 35Q: 3 clusters Score -247433.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -247436.343750 Penalty: 1601.097778
	Iteration 36Q: 3 clusters Score -247436.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -247438.343750 Penalty: 1601.097778
	Iteration 37Q: 3 clusters Score -247438.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -247440.421875 Penalty: 1601.097778
	Iteration 38Q: 3 clusters Score -247440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -247441.953125 Penalty: 1601.097778
	Iteration 39Q: 3 clusters Score -247442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -247443.562500 Penalty: 1601.097778
	Iteration 40F: 3 clusters Score -247443.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -247447.531250 Penalty: 1601.097778
	Iteration 41Q: 3 clusters Score -247447.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -247454.562500 Penalty: 1601.097778
	Iteration 42Q: 3 clusters Score -247454.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -247461.156250 Penalty: 1601.097778
	Iteration 43Q: 3 clusters Score -247461.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -247469.125000 Penalty: 1601.097778
	Iteration 44Q: 3 clusters Score -247469.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -247474.968750 Penalty: 1601.097778
	Iteration 45Q: 3 clusters Score -247475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -247482.828125 Penalty: 1601.097778
	Iteration 46Q: 3 clusters Score -247482.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -247487.765625 Penalty: 1601.097778
	Iteration 47Q: 3 clusters Score -247487.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -247492.875000 Penalty: 1601.097778
	Iteration 48Q: 3 clusters Score -247492.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -247498.796875 Penalty: 1601.097778
	Iteration 49Q: 3 clusters Score -247498.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -247503.703125 Penalty: 1601.097778
	Iteration 50Q: 3 clusters Score -247503.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -247506.531250 Penalty: 1601.097778
	Iteration 51Q: 3 clusters Score -247506.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -247510.406250 Penalty: 1601.097778
	Iteration 52Q: 3 clusters Score -247510.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -247511.703125 Penalty: 1601.097778
	Iteration 53Q: 3 clusters Score -247511.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -247513.718750 Penalty: 1601.097778
	Iteration 54Q: 3 clusters Score -247513.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -247515.500000 Penalty: 1601.097778
	Iteration 55Q: 3 clusters Score -247515.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -247517.265625 Penalty: 1601.097778
	Iteration 56Q: 3 clusters Score -247517.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -247518.781250 Penalty: 1601.097778
	Iteration 57Q: 3 clusters Score -247518.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -247520.234375 Penalty: 1601.097778
	Iteration 58Q: 3 clusters Score -247520.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -247521.359375 Penalty: 1601.097778
	Iteration 59Q: 3 clusters Score -247521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -247522.593750 Penalty: 1601.097778
	Iteration 60F: 3 clusters Score -247522.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -247523.406250 Penalty: 1601.097778
	Iteration 61Q: 3 clusters Score -247523.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -247525.984375 Penalty: 1601.097778
	Iteration 62Q: 3 clusters Score -247526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -247526.781250 Penalty: 1601.097778
	Iteration 63Q: 3 clusters Score -247526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -247528.015625 Penalty: 1601.097778
	Iteration 64Q: 3 clusters Score -247528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -247529.046875 Penalty: 1601.097778
	Iteration 65Q: 3 clusters Score -247529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -247529.843750 Penalty: 1601.097778
	Iteration 66Q: 3 clusters Score -247529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -247530.265625 Penalty: 1601.097778
	Iteration 67Q: 3 clusters Score -247530.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -247531.234375 Penalty: 1601.097778
	Iteration 68Q: 3 clusters Score -247531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -247532.296875 Penalty: 1601.097778
	Iteration 69Q: 3 clusters Score -247532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -247532.515625 Penalty: 1601.097778
	Iteration 70Q: 3 clusters Score -247532.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -247533.281250 Penalty: 1601.097778
	Iteration 71Q: 3 clusters Score -247533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -247533.562500 Penalty: 1601.097778
	Iteration 72Q: 3 clusters Score -247533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -247534.109375 Penalty: 1601.097778
	Iteration 73Q: 3 clusters Score -247534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -247534.109375 Penalty: 1601.097778
	Iteration 74F: 3 clusters Score -247534.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -337455.468750 Penalty: 817.650818
	Iteration 0F: 2 clusters Score -337455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -333550.656250 Penalty: 1635.301636
	Iteration 0F: 3 clusters Score -333550.7 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -334809.750000 Penalty: 1635.301636
	Iteration 1F: 3 clusters Score -334809.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -334980.625000 Penalty: 1635.301636
	Iteration 2F: 3 clusters Score -334980.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -335110.562500 Penalty: 1635.301636
	Iteration 3F: 3 clusters Score -335110.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -335263.468750 Penalty: 1635.301636
	Iteration 4Q: 3 clusters Score -335263.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -335453.500000 Penalty: 1635.301636
	Iteration 5F: 3 clusters Score -335453.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -335658.125000 Penalty: 1635.301636
	Iteration 6F: 3 clusters Score -335658.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -335882.406250 Penalty: 1635.301636
	Iteration 7F: 3 clusters Score -335882.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -336124.656250 Penalty: 1635.301636
	Iteration 8F: 3 clusters Score -336124.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -336355.218750 Penalty: 1635.301636
	Iteration 9Q: 3 clusters Score -336355.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -336511.375000 Penalty: 1635.301636
	Iteration 10Q: 3 clusters Score -336511.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -336590.750000 Penalty: 1635.301636
	Iteration 11Q: 3 clusters Score -336590.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -336642.875000 Penalty: 1635.301636
	Iteration 12Q: 3 clusters Score -336642.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -336673.156250 Penalty: 1635.301636
	Iteration 13Q: 3 clusters Score -336673.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -336698.937500 Penalty: 1635.301636
	Iteration 14Q: 3 clusters Score -336698.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -336718.062500 Penalty: 1635.301636
	Iteration 15Q: 3 clusters Score -336718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -336724.437500 Penalty: 1635.301636
	Iteration 16Q: 3 clusters Score -336724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -336727.968750 Penalty: 1635.301636
	Iteration 17Q: 3 clusters Score -336728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -336727.968750 Penalty: 1635.301636
	Iteration 18F: 3 clusters Score -336728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -60600.441406 Penalty: 691.272888
	Iteration 0F: 2 clusters Score -60600.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -59286.871094 Penalty: 1382.545776
	Iteration 0F: 3 clusters Score -59286.87 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -59676.308594 Penalty: 1382.545776
	Iteration 1F: 3 clusters Score -59676.31 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -59799.609375 Penalty: 1382.545776
	Iteration 2F: 3 clusters Score -59799.61 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -59880.199219 Penalty: 1382.545776
	Iteration 3F: 3 clusters Score -59880.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59954.906250 Penalty: 1382.545776
	Iteration 4F: 3 clusters Score -59954.91 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60011.585938 Penalty: 1382.545776
	Iteration 5Q: 3 clusters Score -60011.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60050.066406 Penalty: 1382.545776
	Iteration 6Q: 3 clusters Score -60050.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60089.371094 Penalty: 1382.545776
	Iteration 7Q: 3 clusters Score -60089.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60126.531250 Penalty: 1382.545776
	Iteration 8Q: 3 clusters Score -60126.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60153.855469 Penalty: 1382.545776
	Iteration 9Q: 3 clusters Score -60153.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60181.449219 Penalty: 1382.545776
	Iteration 10Q: 3 clusters Score -60181.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60202.613281 Penalty: 1382.545776
	Iteration 11Q: 3 clusters Score -60202.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60217.031250 Penalty: 1382.545776
	Iteration 12Q: 3 clusters Score -60217.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60227.804688 Penalty: 1382.545776
	Iteration 13Q: 3 clusters Score -60227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60234.644531 Penalty: 1382.545776
	Iteration 14Q: 3 clusters Score -60234.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60242.828125 Penalty: 1382.545776
	Iteration 15Q: 3 clusters Score -60242.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60247.242188 Penalty: 1382.545776
	Iteration 16Q: 3 clusters Score -60247.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60247.976562 Penalty: 1382.545776
	Iteration 17Q: 3 clusters Score -60247.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60248.726562 Penalty: 1382.545776
	Iteration 18Q: 3 clusters Score -60248.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60248.726562 Penalty: 1382.545776
	Iteration 19F: 3 clusters Score -60248.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Entering Unmasked Estep 
Score: -456368.468750 Penalty: 871.005249
	Iteration 0F: 2 clusters Score -456368.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -449873.187500 Penalty: 1742.010498
	Iteration 0F: 3 clusters Score -449873.2 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -452380.656250 Penalty: 1742.010498
	Iteration 1F: 3 clusters Score -452380.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -452704.843750 Penalty: 1742.010498
	Iteration 2F: 3 clusters Score -452704.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -453002.093750 Penalty: 1742.010498
	Iteration 3F: 3 clusters Score -453002.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -453231.093750 Penalty: 1742.010498
	Iteration 4F: 3 clusters Score -453231.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -453461.875000 Penalty: 1742.010498
	Iteration 5Q: 3 clusters Score -453461.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -453735.250000 Penalty: 1742.010498
	Iteration 6F: 3 clusters Score -453735.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -454093.562500 Penalty: 1742.010498
	Iteration 7F: 3 clusters Score -454093.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -454533.718750 Penalty: 1742.010498
	Iteration 8F: 3 clusters Score -454533.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -454992.218750 Penalty: 1742.010498
	Iteration 9F: 3 clusters Score -454992.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -455358.843750 Penalty: 1742.010498
	Iteration 10Q: 3 clusters Score -455358.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -455578.250000 Penalty: 1742.010498
	Iteration 11Q: 3 clusters Score -455578.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -455720.343750 Penalty: 1742.010498
	Iteration 12Q: 3 clusters Score -455720.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -455820.656250 Penalty: 1742.010498
	Iteration 13Q: 3 clusters Score -455820.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -455890.406250 Penalty: 1742.010498
	Iteration 14Q: 3 clusters Score -455890.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -455930.125000 Penalty: 1742.010498
	Iteration 15Q: 3 clusters Score -455930.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -455956.531250 Penalty: 1742.010498
	Iteration 16Q: 3 clusters Score -455956.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -455981.968750 Penalty: 1742.010498
	Iteration 17Q: 3 clusters Score -455982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -455997.562500 Penalty: 1742.010498
	Iteration 18Q: 3 clusters Score -455997.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -456011.875000 Penalty: 1742.010498
	Iteration 19Q: 3 clusters Score -456011.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -456022.437500 Penalty: 1742.010498
	Iteration 20F: 3 clusters Score -456022.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -456032.906250 Penalty: 1742.010498
	Iteration 21Q: 3 clusters Score -456032.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -456041.437500 Penalty: 1742.010498
	Iteration 22Q: 3 clusters Score -456041.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -456045.156250 Penalty: 1742.010498
	Iteration 23Q: 3 clusters Score -456045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -456047.750000 Penalty: 1742.010498
	Iteration 24Q: 3 clusters Score -456047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -456049.656250 Penalty: 1742.010498
	Iteration 25Q: 3 clusters Score -456049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -456052.562500 Penalty: 1742.010498
	Iteration 26Q: 3 clusters Score -456052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -456055.937500 Penalty: 1742.010498
	Iteration 27Q: 3 clusters Score -456055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -456056.125000 Penalty: 1742.010498
	Iteration 28Q: 3 clusters Score -456056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -456062.437500 Penalty: 1742.010498
	Iteration 29Q: 3 clusters Score -456062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -456063.625000 Penalty: 1742.010498
	Iteration 30Q: 3 clusters Score -456063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -456064.437500 Penalty: 1742.010498
	Iteration 31Q: 3 clusters Score -456064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -456064.531250 Penalty: 1742.010498
	Iteration 32F: 3 clusters Score -456064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -456066.375000 Penalty: 1742.010498
	Iteration 33Q: 3 clusters Score -456066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -456067.312500 Penalty: 1742.010498
	Iteration 34Q: 3 clusters Score -456067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -456067.843750 Penalty: 1742.010498
	Iteration 35Q: 3 clusters Score -456067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -456067.750000 Penalty: 1742.010498
	Iteration 36Q: 3 clusters Score -456067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -456067.750000 Penalty: 1742.010498
	Iteration 37F: 3 clusters Score -456067.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -280147.625000 Penalty: 820.811279
	Iteration 0F: 2 clusters Score -280147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -276171.125000 Penalty: 1641.622559
	Iteration 0F: 3 clusters Score -276171.1 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -277477.062500 Penalty: 1641.622559
	Iteration 1F: 3 clusters Score -277477.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -277763.031250 Penalty: 1641.622559
	Iteration 2F: 3 clusters Score -277763 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -278079.781250 Penalty: 1641.622559
	Iteration 3F: 3 clusters Score -278079.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -278387.468750 Penalty: 1641.622559
	Iteration 4F: 3 clusters Score -278387.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -278660.500000 Penalty: 1641.622559
	Iteration 5F: 3 clusters Score -278660.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -278868.531250 Penalty: 1641.622559
	Iteration 6F: 3 clusters Score -278868.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -278997.875000 Penalty: 1641.622559
	Iteration 7Q: 3 clusters Score -278997.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -279085.500000 Penalty: 1641.622559
	Iteration 8Q: 3 clusters Score -279085.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -279141.250000 Penalty: 1641.622559
	Iteration 9Q: 3 clusters Score -279141.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -279186.218750 Penalty: 1641.622559
	Iteration 10Q: 3 clusters Score -279186.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -279215.625000 Penalty: 1641.622559
	Iteration 11Q: 3 clusters Score -279215.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -279233.562500 Penalty: 1641.622559
	Iteration 12Q: 3 clusters Score -279233.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -279244.906250 Penalty: 1641.622559
	Iteration 13Q: 3 clusters Score -279244.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -279257.625000 Penalty: 1641.622559
	Iteration 14Q: 3 clusters Score -279257.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -279273.812500 Penalty: 1641.622559
	Iteration 15Q: 3 clusters Score -279273.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -279288.156250 Penalty: 1641.622559
	Iteration 16Q: 3 clusters Score -279288.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -279299.250000 Penalty: 1641.622559
	Iteration 17Q: 3 clusters Score -279299.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -279314.062500 Penalty: 1641.622559
	Iteration 18Q: 3 clusters Score -279314.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -279336.468750 Penalty: 1641.622559
	Iteration 19Q: 3 clusters Score -279336.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -279363.062500 Penalty: 1641.622559
	Iteration 20F: 3 clusters Score -279363.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -279398.968750 Penalty: 1641.622559
	Iteration 21Q: 3 clusters Score -279399 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -279430.468750 Penalty: 1641.622559
	Iteration 22Q: 3 clusters Score -279430.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -279454.156250 Penalty: 1641.622559
	Iteration 23Q: 3 clusters Score -279454.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -279473.687500 Penalty: 1641.622559
	Iteration 24Q: 3 clusters Score -279473.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -279485.187500 Penalty: 1641.622559
	Iteration 25Q: 3 clusters Score -279485.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -279492.375000 Penalty: 1641.622559
	Iteration 26Q: 3 clusters Score -279492.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -279502.875000 Penalty: 1641.622559
	Iteration 27Q: 3 clusters Score -279502.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -279510.000000 Penalty: 1641.622559
	Iteration 28Q: 3 clusters Score -279510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -279513.468750 Penalty: 1641.622559
	Iteration 29Q: 3 clusters Score -279513.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -279519.281250 Penalty: 1641.622559
	Iteration 30Q: 3 clusters Score -279519.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -279526.718750 Penalty: 1641.622559
	Iteration 31Q: 3 clusters Score -279526.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -279532.906250 Penalty: 1641.622559
	Iteration 32Q: 3 clusters Score -279532.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -279537.062500 Penalty: 1641.622559
	Iteration 33Q: 3 clusters Score -279537.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -279542.250000 Penalty: 1641.622559
	Iteration 34Q: 3 clusters Score -279542.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -279546.062500 Penalty: 1641.622559
	Iteration 35Q: 3 clusters Score -279546.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -279549.843750 Penalty: 1641.622559
	Iteration 36Q: 3 clusters Score -279549.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -279552.968750 Penalty: 1641.622559
	Iteration 37Q: 3 clusters Score -279553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -279555.750000 Penalty: 1641.622559
	Iteration 38Q: 3 clusters Score -279555.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -279560.312500 Penalty: 1641.622559
	Iteration 39Q: 3 clusters Score -279560.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -279565.125000 Penalty: 1641.622559
	Iteration 40F: 3 clusters Score -279565.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -279569.468750 Penalty: 1641.622559
	Iteration 41Q: 3 clusters Score -279569.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -279576.093750 Penalty: 1641.622559
	Iteration 42Q: 3 clusters Score -279576.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -279582.687500 Penalty: 1641.622559
	Iteration 43Q: 3 clusters Score -279582.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -279589.906250 Penalty: 1641.622559
	Iteration 44Q: 3 clusters Score -279589.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -279596.468750 Penalty: 1641.622559
	Iteration 45Q: 3 clusters Score -279596.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -279600.937500 Penalty: 1641.622559
	Iteration 46Q: 3 clusters Score -279600.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -279607.781250 Penalty: 1641.622559
	Iteration 47Q: 3 clusters Score -279607.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -279616.687500 Penalty: 1641.622559
	Iteration 48Q: 3 clusters Score -279616.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -279620.937500 Penalty: 1641.622559
	Iteration 49Q: 3 clusters Score -279620.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -279623.250000 Penalty: 1641.622559
	Iteration 50Q: 3 clusters Score -279623.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -279625.125000 Penalty: 1641.622559
	Iteration 51Q: 3 clusters Score -279625.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -279626.468750 Penalty: 1641.622559
	Iteration 52Q: 3 clusters Score -279626.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -279629.562500 Penalty: 1641.622559
	Iteration 53Q: 3 clusters Score -279629.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -279630.250000 Penalty: 1641.622559
	Iteration 54Q: 3 clusters Score -279630.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -279632.468750 Penalty: 1641.622559
	Iteration 55Q: 3 clusters Score -279632.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -279632.937500 Penalty: 1641.622559
	Iteration 56Q: 3 clusters Score -279632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -279633.750000 Penalty: 1641.622559
	Iteration 57Q: 3 clusters Score -279633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -279633.906250 Penalty: 1641.622559
	Iteration 58Q: 3 clusters Score -279633.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -279633.562500 Penalty: 1641.622559
	Iteration 59Q: 3 clusters Score -279633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -279634.781250 Penalty: 1641.622559
	Iteration 60F: 3 clusters Score -279634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -279634.687500 Penalty: 1641.622559
	Iteration 61Q: 3 clusters Score -279634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -279634.406250 Penalty: 1641.622559
	Iteration 62Q: 3 clusters Score -279634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -279634.750000 Penalty: 1641.622559
	Iteration 63Q: 3 clusters Score -279634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -279635.156250 Penalty: 1641.622559
	Iteration 64Q: 3 clusters Score -279635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -279635.281250 Penalty: 1641.622559
	Iteration 65Q: 3 clusters Score -279635.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -279635.281250 Penalty: 1641.622559
	Iteration 66F: 3 clusters Score -279635.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -154230.906250 Penalty: 745.277344
	Iteration 0F: 2 clusters Score -154230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -152217.359375 Penalty: 1490.554688
	Iteration 0F: 3 clusters Score -152217.4 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -152789.687500 Penalty: 1490.554688
	Iteration 1F: 3 clusters Score -152789.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152886.859375 Penalty: 1490.554688
	Iteration 2F: 3 clusters Score -152886.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -152972.187500 Penalty: 1490.554688
	Iteration 3F: 3 clusters Score -152972.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -153055.109375 Penalty: 1490.554688
	Iteration 4Q: 3 clusters Score -153055.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -153160.578125 Penalty: 1490.554688
	Iteration 5F: 3 clusters Score -153160.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -153286.750000 Penalty: 1490.554688
	Iteration 6F: 3 clusters Score -153286.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153404.703125 Penalty: 1490.554688
	Iteration 7F: 3 clusters Score -153404.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -153507.031250 Penalty: 1490.554688
	Iteration 8Q: 3 clusters Score -153507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153590.687500 Penalty: 1490.554688
	Iteration 9Q: 3 clusters Score -153590.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -153629.125000 Penalty: 1490.554688
	Iteration 10Q: 3 clusters Score -153629.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153650.906250 Penalty: 1490.554688
	Iteration 11Q: 3 clusters Score -153650.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -153661.656250 Penalty: 1490.554688
	Iteration 12Q: 3 clusters Score -153661.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -153670.296875 Penalty: 1490.554688
	Iteration 13Q: 3 clusters Score -153670.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153674.765625 Penalty: 1490.554688
	Iteration 14Q: 3 clusters Score -153674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -153677.546875 Penalty: 1490.554688
	Iteration 15Q: 3 clusters Score -153677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -153681.953125 Penalty: 1490.554688
	Iteration 16Q: 3 clusters Score -153682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -153685.593750 Penalty: 1490.554688
	Iteration 17Q: 3 clusters Score -153685.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153690.093750 Penalty: 1490.554688
	Iteration 18Q: 3 clusters Score -153690.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -153692.968750 Penalty: 1490.554688
	Iteration 19Q: 3 clusters Score -153693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -153694.515625 Penalty: 1490.554688
	Iteration 20F: 3 clusters Score -153694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153696.390625 Penalty: 1490.554688
	Iteration 21Q: 3 clusters Score -153696.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -153697.796875 Penalty: 1490.554688
	Iteration 22Q: 3 clusters Score -153697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153699.328125 Penalty: 1490.554688
	Iteration 23Q: 3 clusters Score -153699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -153700.484375 Penalty: 1490.554688
	Iteration 24Q: 3 clusters Score -153700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153701.125000 Penalty: 1490.554688
	Iteration 25Q: 3 clusters Score -153701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153701.125000 Penalty: 1490.554688
	Iteration 26F: 3 clusters Score -153701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -87442.015625 Penalty: 698.054688
	Iteration 0F: 2 clusters Score -87442.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -86031.187500 Penalty: 1396.109375
	Iteration 0F: 3 clusters Score -86031.19 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -86377.554688 Penalty: 1396.109375
	Iteration 1F: 3 clusters Score -86377.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -86465.226562 Penalty: 1396.109375
	Iteration 2F: 3 clusters Score -86465.23 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -86519.851562 Penalty: 1396.109375
	Iteration 3F: 3 clusters Score -86519.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -86555.304688 Penalty: 1396.109375
	Iteration 4Q: 3 clusters Score -86555.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -86577.875000 Penalty: 1396.109375
	Iteration 5Q: 3 clusters Score -86577.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -86594.195312 Penalty: 1396.109375
	Iteration 6Q: 3 clusters Score -86594.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -86609.218750 Penalty: 1396.109375
	Iteration 7Q: 3 clusters Score -86609.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -86621.179688 Penalty: 1396.109375
	Iteration 8Q: 3 clusters Score -86621.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -86628.539062 Penalty: 1396.109375
	Iteration 9Q: 3 clusters Score -86628.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -86636.085938 Penalty: 1396.109375
	Iteration 10Q: 3 clusters Score -86636.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -86650.273438 Penalty: 1396.109375
	Iteration 11Q: 3 clusters Score -86650.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -86662.726562 Penalty: 1396.109375
	Iteration 12Q: 3 clusters Score -86662.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -86674.921875 Penalty: 1396.109375
	Iteration 13Q: 3 clusters Score -86674.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -86684.742188 Penalty: 1396.109375
	Iteration 14Q: 3 clusters Score -86684.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -86691.796875 Penalty: 1396.109375
	Iteration 15Q: 3 clusters Score -86691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -86698.046875 Penalty: 1396.109375
	Iteration 16Q: 3 clusters Score -86698.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -86699.812500 Penalty: 1396.109375
	Iteration 17Q: 3 clusters Score -86699.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -86700.132812 Penalty: 1396.109375
	Iteration 18Q: 3 clusters Score -86700.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -86700.132812 Penalty: 1396.109375
	Iteration 19F: 3 clusters Score -86700.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -86654.890625 Penalty: 704.555969
	Iteration 0F: 2 clusters Score -86654.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -85143.828125 Penalty: 1409.111938
	Iteration 0F: 3 clusters Score -85143.83 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -85515.382812 Penalty: 1409.111938
	Iteration 1F: 3 clusters Score -85515.38 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -85624.156250 Penalty: 1409.111938
	Iteration 2F: 3 clusters Score -85624.16 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -85713.335938 Penalty: 1409.111938
	Iteration 3F: 3 clusters Score -85713.34 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -85777.929688 Penalty: 1409.111938
	Iteration 4F: 3 clusters Score -85777.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -85834.390625 Penalty: 1409.111938
	Iteration 5Q: 3 clusters Score -85834.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -85876.406250 Penalty: 1409.111938
	Iteration 6Q: 3 clusters Score -85876.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -85908.851562 Penalty: 1409.111938
	Iteration 7Q: 3 clusters Score -85908.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -85953.859375 Penalty: 1409.111938
	Iteration 8Q: 3 clusters Score -85953.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -85982.601562 Penalty: 1409.111938
	Iteration 9Q: 3 clusters Score -85982.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -85995.953125 Penalty: 1409.111938
	Iteration 10Q: 3 clusters Score -85995.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -86005.640625 Penalty: 1409.111938
	Iteration 11Q: 3 clusters Score -86005.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -86017.054688 Penalty: 1409.111938
	Iteration 12Q: 3 clusters Score -86017.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -86021.648438 Penalty: 1409.111938
	Iteration 13Q: 3 clusters Score -86021.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -86028.468750 Penalty: 1409.111938
	Iteration 14Q: 3 clusters Score -86028.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -86031.710938 Penalty: 1409.111938
	Iteration 15Q: 3 clusters Score -86031.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -86033.476562 Penalty: 1409.111938
	Iteration 16Q: 3 clusters Score -86033.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -86034.484375 Penalty: 1409.111938
	Iteration 17Q: 3 clusters Score -86034.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -86036.210938 Penalty: 1409.111938
	Iteration 18Q: 3 clusters Score -86036.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -86040.046875 Penalty: 1409.111938
	Iteration 19Q: 3 clusters Score -86040.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -86043.375000 Penalty: 1409.111938
	Iteration 20F: 3 clusters Score -86043.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -86044.617188 Penalty: 1409.111938
	Iteration 21Q: 3 clusters Score -86044.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -86044.984375 Penalty: 1409.111938
	Iteration 22Q: 3 clusters Score -86044.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -86047.289062 Penalty: 1409.111938
	Iteration 23Q: 3 clusters Score -86047.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -86048.851562 Penalty: 1409.111938
	Iteration 24Q: 3 clusters Score -86048.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -86049.554688 Penalty: 1409.111938
	Iteration 25Q: 3 clusters Score -86049.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -86049.554688 Penalty: 1409.111938
	Iteration 26F: 3 clusters Score -86049.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Entering Unmasked Estep 
Score: -1177088.125000 Penalty: 961.622498
	Iteration 0F: 2 clusters Score -1177088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1160547.375000 Penalty: 1923.244995
	Iteration 0F: 3 clusters Score -1160547 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1167292.500000 Penalty: 1923.244995
	Iteration 1F: 3 clusters Score -1167292 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1167826.750000 Penalty: 1923.244995
	Iteration 2F: 3 clusters Score -1167827 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1168472.125000 Penalty: 1923.244995
	Iteration 3F: 3 clusters Score -1168472 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1169114.875000 Penalty: 1923.244995
	Iteration 4F: 3 clusters Score -1169115 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1169744.125000 Penalty: 1923.244995
	Iteration 5F: 3 clusters Score -1169744 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1170320.125000 Penalty: 1923.244995
	Iteration 6F: 3 clusters Score -1170320 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1170844.250000 Penalty: 1923.244995
	Iteration 7Q: 3 clusters Score -1170844 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1171346.125000 Penalty: 1923.244995
	Iteration 8Q: 3 clusters Score -1171346 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1171820.000000 Penalty: 1923.244995
	Iteration 9Q: 3 clusters Score -1171820 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1172270.250000 Penalty: 1923.244995
	Iteration 10Q: 3 clusters Score -1172270 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1172684.625000 Penalty: 1923.244995
	Iteration 11Q: 3 clusters Score -1172685 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1172990.375000 Penalty: 1923.244995
	Iteration 12Q: 3 clusters Score -1172990 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1173230.500000 Penalty: 1923.244995
	Iteration 13Q: 3 clusters Score -1173230 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1173436.750000 Penalty: 1923.244995
	Iteration 14Q: 3 clusters Score -1173437 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1173607.500000 Penalty: 1923.244995
	Iteration 15Q: 3 clusters Score -1173608 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1173764.625000 Penalty: 1923.244995
	Iteration 16Q: 3 clusters Score -1173765 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1173915.375000 Penalty: 1923.244995
	Iteration 17Q: 3 clusters Score -1173915 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1174054.875000 Penalty: 1923.244995
	Iteration 18Q: 3 clusters Score -1174055 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1174228.625000 Penalty: 1923.244995
	Iteration 19Q: 3 clusters Score -1174229 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1174410.250000 Penalty: 1923.244995
	Iteration 20F: 3 clusters Score -1174410 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1174619.125000 Penalty: 1923.244995
	Iteration 21Q: 3 clusters Score -1174619 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1174835.000000 Penalty: 1923.244995
	Iteration 22Q: 3 clusters Score -1174835 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1175007.500000 Penalty: 1923.244995
	Iteration 23Q: 3 clusters Score -1175008 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1175162.625000 Penalty: 1923.244995
	Iteration 24Q: 3 clusters Score -1175163 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1175308.750000 Penalty: 1923.244995
	Iteration 25Q: 3 clusters Score -1175309 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1175420.875000 Penalty: 1923.244995
	Iteration 26Q: 3 clusters Score -1175421 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1175524.000000 Penalty: 1923.244995
	Iteration 27Q: 3 clusters Score -1175524 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1175599.625000 Penalty: 1923.244995
	Iteration 28Q: 3 clusters Score -1175600 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1175662.375000 Penalty: 1923.244995
	Iteration 29Q: 3 clusters Score -1175662 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1175712.000000 Penalty: 1923.244995
	Iteration 30Q: 3 clusters Score -1175712 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1175758.375000 Penalty: 1923.244995
	Iteration 31Q: 3 clusters Score -1175758 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1175805.375000 Penalty: 1923.244995
	Iteration 32Q: 3 clusters Score -1175805 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1175845.875000 Penalty: 1923.244995
	Iteration 33Q: 3 clusters Score -1175846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1175884.375000 Penalty: 1923.244995
	Iteration 34Q: 3 clusters Score -1175884 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1175935.375000 Penalty: 1923.244995
	Iteration 35Q: 3 clusters Score -1175935 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1175972.125000 Penalty: 1923.244995
	Iteration 36Q: 3 clusters Score -1175972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1176011.125000 Penalty: 1923.244995
	Iteration 37Q: 3 clusters Score -1176011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1176046.375000 Penalty: 1923.244995
	Iteration 38Q: 3 clusters Score -1176046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1176079.250000 Penalty: 1923.244995
	Iteration 39Q: 3 clusters Score -1176079 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1176116.250000 Penalty: 1923.244995
	Iteration 40F: 3 clusters Score -1176116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1176150.250000 Penalty: 1923.244995
	Iteration 41Q: 3 clusters Score -1176150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1176181.625000 Penalty: 1923.244995
	Iteration 42Q: 3 clusters Score -1176182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1176202.000000 Penalty: 1923.244995
	Iteration 43Q: 3 clusters Score -1176202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1176222.625000 Penalty: 1923.244995
	Iteration 44Q: 3 clusters Score -1176223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1176237.375000 Penalty: 1923.244995
	Iteration 45Q: 3 clusters Score -1176237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1176257.875000 Penalty: 1923.244995
	Iteration 46Q: 3 clusters Score -1176258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1176277.750000 Penalty: 1923.244995
	Iteration 47Q: 3 clusters Score -1176278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1176293.500000 Penalty: 1923.244995
	Iteration 48Q: 3 clusters Score -1176294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1176305.750000 Penalty: 1923.244995
	Iteration 49Q: 3 clusters Score -1176306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1176316.500000 Penalty: 1923.244995
	Iteration 50Q: 3 clusters Score -1176316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1176322.750000 Penalty: 1923.244995
	Iteration 51Q: 3 clusters Score -1176323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1176335.125000 Penalty: 1923.244995
	Iteration 52Q: 3 clusters Score -1176335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1176340.500000 Penalty: 1923.244995
	Iteration 53Q: 3 clusters Score -1176340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1176343.875000 Penalty: 1923.244995
	Iteration 54Q: 3 clusters Score -1176344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1176348.750000 Penalty: 1923.244995
	Iteration 55Q: 3 clusters Score -1176349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1176351.750000 Penalty: 1923.244995
	Iteration 56Q: 3 clusters Score -1176352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1176356.500000 Penalty: 1923.244995
	Iteration 57Q: 3 clusters Score -1176356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1176358.000000 Penalty: 1923.244995
	Iteration 58Q: 3 clusters Score -1176358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1176358.875000 Penalty: 1923.244995
	Iteration 59Q: 3 clusters Score -1176359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1176359.750000 Penalty: 1923.244995
	Iteration 60F: 3 clusters Score -1176360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1176359.875000 Penalty: 1923.244995
	Iteration 61Q: 3 clusters Score -1176360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1176359.750000 Penalty: 1923.244995
	Iteration 62Q: 3 clusters Score -1176360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1176361.375000 Penalty: 1923.244995
	Iteration 63Q: 3 clusters Score -1176361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1176362.000000 Penalty: 1923.244995
	Iteration 64Q: 3 clusters Score -1176362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1176361.250000 Penalty: 1923.244995
	Iteration 65Q: 3 clusters Score -1176361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1176365.750000 Penalty: 1923.244995
	Iteration 66Q: 3 clusters Score -1176366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1176365.750000 Penalty: 1923.244995
	Iteration 67Q: 3 clusters Score -1176366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1176367.000000 Penalty: 1923.244995
	Iteration 68Q: 3 clusters Score -1176367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1176370.625000 Penalty: 1923.244995
	Iteration 69Q: 3 clusters Score -1176371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1176369.500000 Penalty: 1923.244995
	Iteration 70Q: 3 clusters Score -1176370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1176370.250000 Penalty: 1923.244995
	Iteration 71Q: 3 clusters Score -1176370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1176370.625000 Penalty: 1923.244995
	Iteration 72Q: 3 clusters Score -1176371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1176372.875000 Penalty: 1923.244995
	Iteration 73Q: 3 clusters Score -1176373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1176373.000000 Penalty: 1923.244995
	Iteration 74Q: 3 clusters Score -1176373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1176375.000000 Penalty: 1923.244995
	Iteration 75Q: 3 clusters Score -1176375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1176375.125000 Penalty: 1923.244995
	Iteration 76Q: 3 clusters Score -1176375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1176379.375000 Penalty: 1923.244995
	Iteration 77Q: 3 clusters Score -1176379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1176381.250000 Penalty: 1923.244995
	Iteration 78Q: 3 clusters Score -1176381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1176382.375000 Penalty: 1923.244995
	Iteration 79Q: 3 clusters Score -1176382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1176382.125000 Penalty: 1923.244995
	Iteration 80F: 3 clusters Score -1176382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1176382.750000 Penalty: 1923.244995
	Iteration 81Q: 3 clusters Score -1176383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1176383.500000 Penalty: 1923.244995
	Iteration 82Q: 3 clusters Score -1176384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1176384.125000 Penalty: 1923.244995
	Iteration 83Q: 3 clusters Score -1176384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1176383.000000 Penalty: 1923.244995
	Iteration 84Q: 3 clusters Score -1176383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1176383.000000 Penalty: 1923.244995
	Iteration 85F: 3 clusters Score -1176383 nChanged 0
--- Evaluating fit on full set of 2212027 points ---
Entering Unmasked Estep 
Score: -116013600.000000 Penalty: 38861.058594
22->29 Clusters: Score -116013600.000000, best is -116031768.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 737342 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 33421 members 
Mstep: Class 3 contains 33560 members 
Mstep: Class 4 contains 33644 members 
Mstep: Class 5 contains 33316 members 
Mstep: Class 6 contains 33324 members 
Mstep: Class 7 contains 33622 members 
Mstep: Class 8 contains 33524 members 
Mstep: Class 9 contains 33405 members 
Mstep: Class 10 contains 33499 members 
Mstep: Class 11 contains 33755 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 33815 members 
Mstep: Class 14 contains 33845 members 
Mstep: Class 15 contains 33653 members 
Mstep: Class 16 contains 33498 members 
Mstep: Class 17 contains 33702 members 
Mstep: Class 18 contains 33557 members 
Mstep: Class 19 contains 33413 members 
Mstep: Class 20 contains 33441 members 
Mstep: Class 21 contains 33404 members 
Mstep: Class 22 contains 33432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 239.470581 but Gain 1283.525391
Score: -34969396.000000 Penalty: 26954.060547
Iteration 0F: 22 clusters Score -3.49694e+07 nChanged 700782
Entering Unmasked Mstep 
Mstep: Class 0 contains 980 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 58230 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 22799 members 
Mstep: Class 5 contains 36445 members 
Mstep: Class 6 contains 23531 members 
Mstep: Class 7 contains 23462 members 
Mstep: Class 8 contains 22442 members 
Mstep: Class 9 contains 37964 members 
Mstep: Class 10 contains 103530 members 
Mstep: Class 11 contains 26576 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 16286 members 
Mstep: Class 14 contains 40567 members 
Mstep: Class 15 contains 22926 members 
Mstep: Class 16 contains 75556 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 57842 members 
Mstep: Class 20 contains 27012 members 
Mstep: Class 21 contains 13613 members 
Mstep: Class 22 contains 46911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37378576.000000 Penalty: 26954.060547
Iteration 1F: 22 clusters Score -3.737858e+07 nChanged 274424
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 67580 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 17638 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 14653 members 
Mstep: Class 7 contains 20167 members 
Mstep: Class 8 contains 16277 members 
Mstep: Class 9 contains 35828 members 
Mstep: Class 10 contains 116720 members 
Mstep: Class 11 contains 17097 members 
Mstep: Class 12 contains 13996 members 
Mstep: Class 13 contains 11960 members 
Mstep: Class 14 contains 40174 members 
Mstep: Class 15 contains 23113 members 
Mstep: Class 16 contains 107807 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 56408 members 
Mstep: Class 20 contains 23738 members 
Mstep: Class 21 contains 9685 members 
Mstep: Class 22 contains 45850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37852304.000000 Penalty: 26954.060547
Iteration 2F: 22 clusters Score -3.78523e+07 nChanged 188529
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 68415 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 14170 members 
Mstep: Class 5 contains 59252 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 17262 members 
Mstep: Class 8 contains 12148 members 
Mstep: Class 9 contains 31452 members 
Mstep: Class 10 contains 120953 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 16383 members 
Mstep: Class 13 contains 10956 members 
Mstep: Class 14 contains 38281 members 
Mstep: Class 15 contains 27805 members 
Mstep: Class 16 contains 136352 members 
Mstep: Class 17 contains 18363 members 
Mstep: Class 18 contains 55810 members 
Mstep: Class 20 contains 21726 members 
Mstep: Class 21 contains 8341 members 
Mstep: Class 22 contains 39625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38105544.000000 Penalty: 26954.060547
Iteration 3F: 22 clusters Score -3.810554e+07 nChanged 136827
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 62163 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12402 members 
Mstep: Class 5 contains 67926 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 15660 members 
Mstep: Class 8 contains 9411 members 
Mstep: Class 9 contains 27096 members 
Mstep: Class 10 contains 120863 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 17556 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 36970 members 
Mstep: Class 15 contains 29760 members 
Mstep: Class 16 contains 163765 members 
Mstep: Class 17 contains 16957 members 
Mstep: Class 18 contains 58565 members 
Mstep: Class 20 contains 19787 members 
Mstep: Class 21 contains 7436 members 
Mstep: Class 22 contains 32086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38262660.000000 Penalty: 26954.060547
Iteration 4F: 22 clusters Score -3.826266e+07 nChanged 103431
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 55618 members 
Mstep: Class 3 contains 1180 members 
Mstep: Class 4 contains 10608 members 
Mstep: Class 5 contains 77333 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 14312 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 23294 members 
Mstep: Class 10 contains 119834 members 
Mstep: Class 11 contains 5482 members 
Mstep: Class 12 contains 17984 members 
Mstep: Class 13 contains 8932 members 
Mstep: Class 14 contains 35655 members 
Mstep: Class 15 contains 29600 members 
Mstep: Class 16 contains 187392 members 
Mstep: Class 17 contains 15088 members 
Mstep: Class 18 contains 62489 members 
Mstep: Class 20 contains 18322 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 24278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38363264.000000 Penalty: 26954.060547
Iteration 5F: 22 clusters Score -3.836326e+07 nChanged 78827
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 50777 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 9235 members 
Mstep: Class 5 contains 86221 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 13281 members 
Mstep: Class 8 contains 6343 members 
Mstep: Class 9 contains 21119 members 
Mstep: Class 10 contains 119142 members 
Mstep: Class 11 contains 4043 members 
Mstep: Class 12 contains 17994 members 
Mstep: Class 13 contains 8211 members 
Mstep: Class 14 contains 33987 members 
Mstep: Class 15 contains 28452 members 
Mstep: Class 16 contains 204374 members 
Mstep: Class 17 contains 12973 members 
Mstep: Class 18 contains 65951 members 
Mstep: Class 20 contains 17328 members 
Mstep: Class 21 contains 6588 members 
Mstep: Class 22 contains 17415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38432904.000000 Penalty: 26954.060547
Iteration 6F: 22 clusters Score -3.84329e+07 nChanged 59806
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 46734 members 
Mstep: Class 3 contains 877 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 93695 members 
Mstep: Class 6 contains 1348 members 
Mstep: Class 7 contains 12519 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 20742 members 
Mstep: Class 10 contains 118233 members 
Mstep: Class 11 contains 3017 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 32227 members 
Mstep: Class 15 contains 27000 members 
Mstep: Class 16 contains 216390 members 
Mstep: Class 17 contains 10806 members 
Mstep: Class 18 contains 68669 members 
Mstep: Class 20 contains 16759 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 12009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1138.919922 but Gain 1283.527344
Score: -38481948.000000 Penalty: 25670.533203
Iteration 7F: 21 clusters Score -3.848195e+07 nChanged 46557
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 43697 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 99992 members 
Mstep: Class 7 contains 11863 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 21341 members 
Mstep: Class 10 contains 116867 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 17839 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 14 contains 30182 members 
Mstep: Class 15 contains 25497 members 
Mstep: Class 16 contains 225283 members 
Mstep: Class 17 contains 9060 members 
Mstep: Class 18 contains 70692 members 
Mstep: Class 20 contains 16408 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 8309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38516444.000000 Penalty: 25670.533203
Iteration 8F: 21 clusters Score -3.851644e+07 nChanged 34842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 42025 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 7499 members 
Mstep: Class 5 contains 105090 members 
Mstep: Class 7 contains 11242 members 
Mstep: Class 8 contains 5361 members 
Mstep: Class 9 contains 21924 members 
Mstep: Class 10 contains 114430 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 17636 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 27963 members 
Mstep: Class 15 contains 24241 members 
Mstep: Class 16 contains 231898 members 
Mstep: Class 17 contains 7790 members 
Mstep: Class 18 contains 72125 members 
Mstep: Class 20 contains 16205 members 
Mstep: Class 21 contains 7394 members 
Mstep: Class 22 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38536584.000000 Penalty: 25670.533203
Iteration 9Q: 21 clusters Score -3.853658e+07 nChanged 27459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 41070 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 109521 members 
Mstep: Class 7 contains 10669 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 22547 members 
Mstep: Class 10 contains 111586 members 
Mstep: Class 11 contains 1863 members 
Mstep: Class 12 contains 17510 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 25624 members 
Mstep: Class 15 contains 23175 members 
Mstep: Class 16 contains 237200 members 
Mstep: Class 17 contains 6936 members 
Mstep: Class 18 contains 72842 members 
Mstep: Class 20 contains 16095 members 
Mstep: Class 21 contains 7988 members 
Mstep: Class 22 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38549488.000000 Penalty: 25670.533203
Iteration 10Q: 21 clusters Score -3.854949e+07 nChanged 22075
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 40537 members 
Mstep: Class 3 contains 1344 members 
Mstep: Class 4 contains 6972 members 
Mstep: Class 5 contains 113469 members 
Mstep: Class 7 contains 10094 members 
Mstep: Class 8 contains 5057 members 
Mstep: Class 9 contains 23056 members 
Mstep: Class 10 contains 108409 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 17460 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 23587 members 
Mstep: Class 15 contains 22448 members 
Mstep: Class 16 contains 241576 members 
Mstep: Class 17 contains 6230 members 
Mstep: Class 18 contains 73051 members 
Mstep: Class 20 contains 16064 members 
Mstep: Class 21 contains 8501 members 
Mstep: Class 22 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38558552.000000 Penalty: 25670.533203
Iteration 11Q: 21 clusters Score -3.855855e+07 nChanged 18523
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 40229 members 
Mstep: Class 3 contains 1486 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 117157 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 5052 members 
Mstep: Class 9 contains 23438 members 
Mstep: Class 10 contains 104880 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 12 contains 17331 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 21798 members 
Mstep: Class 15 contains 22021 members 
Mstep: Class 16 contains 245265 members 
Mstep: Class 17 contains 5695 members 
Mstep: Class 18 contains 73105 members 
Mstep: Class 20 contains 16072 members 
Mstep: Class 21 contains 8960 members 
Mstep: Class 22 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38565904.000000 Penalty: 25670.533203
Iteration 12Q: 21 clusters Score -3.85659e+07 nChanged 16448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 40083 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 120490 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 23685 members 
Mstep: Class 10 contains 101034 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 17222 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 20248 members 
Mstep: Class 15 contains 21867 members 
Mstep: Class 16 contains 248540 members 
Mstep: Class 17 contains 5234 members 
Mstep: Class 18 contains 73201 members 
Mstep: Class 20 contains 16080 members 
Mstep: Class 21 contains 9341 members 
Mstep: Class 22 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38572360.000000 Penalty: 25670.533203
Iteration 13Q: 21 clusters Score -3.857236e+07 nChanged 14744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 39908 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 6394 members 
Mstep: Class 5 contains 123598 members 
Mstep: Class 7 contains 8766 members 
Mstep: Class 8 contains 5409 members 
Mstep: Class 9 contains 23864 members 
Mstep: Class 10 contains 97151 members 
Mstep: Class 11 contains 1387 members 
Mstep: Class 12 contains 17079 members 
Mstep: Class 13 contains 3029 members 
Mstep: Class 14 contains 18947 members 
Mstep: Class 15 contains 21938 members 
Mstep: Class 16 contains 251402 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 73328 members 
Mstep: Class 20 contains 16086 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38577828.000000 Penalty: 25670.533203
Iteration 14Q: 21 clusters Score -3.857783e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 39733 members 
Mstep: Class 3 contains 1939 members 
Mstep: Class 4 contains 6210 members 
Mstep: Class 5 contains 126369 members 
Mstep: Class 7 contains 8458 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 24022 members 
Mstep: Class 10 contains 93252 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 16945 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 17895 members 
Mstep: Class 15 contains 22218 members 
Mstep: Class 16 contains 253929 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 18 contains 73455 members 
Mstep: Class 20 contains 16092 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38581352.000000 Penalty: 25670.533203
Iteration 15Q: 21 clusters Score -3.858135e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 39526 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 6037 members 
Mstep: Class 5 contains 128830 members 
Mstep: Class 7 contains 8190 members 
Mstep: Class 8 contains 5687 members 
Mstep: Class 9 contains 24147 members 
Mstep: Class 10 contains 89476 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 17018 members 
Mstep: Class 15 contains 22646 members 
Mstep: Class 16 contains 256199 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 73612 members 
Mstep: Class 20 contains 16088 members 
Mstep: Class 21 contains 10040 members 
Mstep: Class 22 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38584160.000000 Penalty: 25670.533203
Iteration 16Q: 21 clusters Score -3.858416e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 39307 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 130915 members 
Mstep: Class 7 contains 7954 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 24232 members 
Mstep: Class 10 contains 85980 members 
Mstep: Class 11 contains 1216 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 23129 members 
Mstep: Class 16 contains 258273 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 73765 members 
Mstep: Class 20 contains 16084 members 
Mstep: Class 21 contains 10177 members 
Mstep: Class 22 contains 4160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38586672.000000 Penalty: 25670.533203
Iteration 17Q: 21 clusters Score -3.858667e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 39059 members 
Mstep: Class 3 contains 2389 members 
Mstep: Class 4 contains 5710 members 
Mstep: Class 5 contains 132699 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 24295 members 
Mstep: Class 10 contains 82702 members 
Mstep: Class 11 contains 1186 members 
Mstep: Class 12 contains 16463 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 15734 members 
Mstep: Class 15 contains 23682 members 
Mstep: Class 16 contains 260178 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 73915 members 
Mstep: Class 20 contains 16092 members 
Mstep: Class 21 contains 10289 members 
Mstep: Class 22 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38588484.000000 Penalty: 25670.533203
Iteration 18Q: 21 clusters Score -3.858848e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 38793 members 
Mstep: Class 3 contains 2568 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 134256 members 
Mstep: Class 7 contains 7540 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 24334 members 
Mstep: Class 10 contains 79719 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 16336 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 15271 members 
Mstep: Class 15 contains 24195 members 
Mstep: Class 16 contains 261883 members 
Mstep: Class 17 contains 3195 members 
Mstep: Class 18 contains 74093 members 
Mstep: Class 20 contains 16099 members 
Mstep: Class 21 contains 10384 members 
Mstep: Class 22 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38590004.000000 Penalty: 25670.533203
Iteration 19Q: 21 clusters Score -3.859e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 38567 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 5 contains 135599 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 5878 members 
Mstep: Class 9 contains 24387 members 
Mstep: Class 10 contains 77045 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 16240 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 24666 members 
Mstep: Class 16 contains 263314 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 74285 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 10434 members 
Mstep: Class 22 contains 4500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38592132.000000 Penalty: 25670.533203
Iteration 20F: 21 clusters Score -3.859213e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 38333 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 136683 members 
Mstep: Class 7 contains 7227 members 
Mstep: Class 8 contains 5949 members 
Mstep: Class 9 contains 24412 members 
Mstep: Class 10 contains 74510 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 16137 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 14684 members 
Mstep: Class 15 contains 25003 members 
Mstep: Class 16 contains 264643 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 74609 members 
Mstep: Class 20 contains 16138 members 
Mstep: Class 21 contains 10432 members 
Mstep: Class 22 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38593576.000000 Penalty: 25670.533203
Iteration 21Q: 21 clusters Score -3.859358e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 38119 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 137689 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 6024 members 
Mstep: Class 9 contains 24429 members 
Mstep: Class 10 contains 72143 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 16056 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 25285 members 
Mstep: Class 16 contains 265842 members 
Mstep: Class 17 contains 2878 members 
Mstep: Class 18 contains 74994 members 
Mstep: Class 20 contains 16168 members 
Mstep: Class 21 contains 10459 members 
Mstep: Class 22 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38595356.000000 Penalty: 25670.533203
Iteration 22Q: 21 clusters Score -3.859536e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 37898 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 138550 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 6079 members 
Mstep: Class 9 contains 24435 members 
Mstep: Class 10 contains 69986 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 15970 members 
Mstep: Class 13 contains 2574 members 
Mstep: Class 14 contains 14194 members 
Mstep: Class 15 contains 25514 members 
Mstep: Class 16 contains 266969 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 75377 members 
Mstep: Class 20 contains 16184 members 
Mstep: Class 21 contains 10483 members 
Mstep: Class 22 contains 4718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38596932.000000 Penalty: 25670.533203
Iteration 23Q: 21 clusters Score -3.859693e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 37633 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 4334 members 
Mstep: Class 5 contains 139258 members 
Mstep: Class 7 contains 6850 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 24430 members 
Mstep: Class 10 contains 68107 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 15918 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 13973 members 
Mstep: Class 15 contains 25703 members 
Mstep: Class 16 contains 267948 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 75768 members 
Mstep: Class 20 contains 16190 members 
Mstep: Class 21 contains 10491 members 
Mstep: Class 22 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38597852.000000 Penalty: 25670.533203
Iteration 24Q: 21 clusters Score -3.859785e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 37393 members 
Mstep: Class 3 contains 4675 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 139848 members 
Mstep: Class 7 contains 6729 members 
Mstep: Class 8 contains 6187 members 
Mstep: Class 9 contains 24437 members 
Mstep: Class 10 contains 66440 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 15871 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 14 contains 13797 members 
Mstep: Class 15 contains 25852 members 
Mstep: Class 16 contains 268760 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 76182 members 
Mstep: Class 20 contains 16201 members 
Mstep: Class 21 contains 10495 members 
Mstep: Class 22 contains 4822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38598360.000000 Penalty: 25670.533203
Iteration 25Q: 21 clusters Score -3.859836e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 37171 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 140304 members 
Mstep: Class 7 contains 6627 members 
Mstep: Class 8 contains 6218 members 
Mstep: Class 9 contains 24468 members 
Mstep: Class 10 contains 64975 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 15869 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 13627 members 
Mstep: Class 15 contains 25958 members 
Mstep: Class 16 contains 269430 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 76621 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 10468 members 
Mstep: Class 22 contains 4881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38598904.000000 Penalty: 25670.533203
Iteration 26Q: 21 clusters Score -3.85989e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 140689 members 
Mstep: Class 7 contains 6534 members 
Mstep: Class 8 contains 6250 members 
Mstep: Class 9 contains 24514 members 
Mstep: Class 10 contains 63654 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 15840 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 13476 members 
Mstep: Class 15 contains 26043 members 
Mstep: Class 16 contains 270076 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 77016 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 10446 members 
Mstep: Class 22 contains 4934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38599176.000000 Penalty: 25670.533203
Iteration 27Q: 21 clusters Score -3.859918e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 36768 members 
Mstep: Class 3 contains 5447 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141025 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 6281 members 
Mstep: Class 9 contains 24560 members 
Mstep: Class 10 contains 62479 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 15808 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 14 contains 13318 members 
Mstep: Class 15 contains 26124 members 
Mstep: Class 16 contains 270659 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 77345 members 
Mstep: Class 20 contains 16202 members 
Mstep: Class 21 contains 10416 members 
Mstep: Class 22 contains 4999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38599360.000000 Penalty: 25670.533203
Iteration 28Q: 21 clusters Score -3.859936e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 36605 members 
Mstep: Class 3 contains 5599 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 141338 members 
Mstep: Class 7 contains 6392 members 
Mstep: Class 8 contains 6303 members 
Mstep: Class 9 contains 24586 members 
Mstep: Class 10 contains 61387 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 15792 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 14 contains 13195 members 
Mstep: Class 15 contains 26194 members 
Mstep: Class 16 contains 271165 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 77689 members 
Mstep: Class 20 contains 16195 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38599556.000000 Penalty: 25670.533203
Iteration 29Q: 21 clusters Score -3.859956e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 36472 members 
Mstep: Class 3 contains 5714 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 5 contains 141654 members 
Mstep: Class 7 contains 6338 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 24617 members 
Mstep: Class 10 contains 60412 members 
Mstep: Class 11 contains 1206 members 
Mstep: Class 12 contains 15762 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 26241 members 
Mstep: Class 16 contains 271574 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 78022 members 
Mstep: Class 20 contains 16191 members 
Mstep: Class 21 contains 10383 members 
Mstep: Class 22 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38599720.000000 Penalty: 25670.533203
Iteration 30Q: 21 clusters Score -3.859972e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 36364 members 
Mstep: Class 3 contains 5815 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 141951 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 6325 members 
Mstep: Class 9 contains 24638 members 
Mstep: Class 10 contains 59477 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 15756 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 12945 members 
Mstep: Class 15 contains 26266 members 
Mstep: Class 16 contains 271944 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 78345 members 
Mstep: Class 20 contains 16189 members 
Mstep: Class 21 contains 10390 members 
Mstep: Class 22 contains 5178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38599900.000000 Penalty: 25670.533203
Iteration 31Q: 21 clusters Score -3.85999e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 36271 members 
Mstep: Class 3 contains 5881 members 
Mstep: Class 4 contains 4004 members 
Mstep: Class 5 contains 142177 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 6329 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 10 contains 58655 members 
Mstep: Class 11 contains 1228 members 
Mstep: Class 12 contains 15729 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 12844 members 
Mstep: Class 15 contains 26285 members 
Mstep: Class 16 contains 272275 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 78665 members 
Mstep: Class 20 contains 16188 members 
Mstep: Class 21 contains 10391 members 
Mstep: Class 22 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600148.000000 Penalty: 25670.533203
Iteration 32Q: 21 clusters Score -3.860015e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 36172 members 
Mstep: Class 3 contains 5932 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 142382 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 6328 members 
Mstep: Class 9 contains 24724 members 
Mstep: Class 10 contains 57935 members 
Mstep: Class 11 contains 1230 members 
Mstep: Class 12 contains 15684 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 12736 members 
Mstep: Class 15 contains 26303 members 
Mstep: Class 16 contains 272576 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 18 contains 78928 members 
Mstep: Class 20 contains 16189 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600120.000000 Penalty: 25670.533203
Iteration 33Q: 21 clusters Score -3.860012e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 36088 members 
Mstep: Class 3 contains 5973 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 142584 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 10 contains 57244 members 
Mstep: Class 11 contains 1235 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 26322 members 
Mstep: Class 16 contains 272828 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 18 contains 79185 members 
Mstep: Class 20 contains 16195 members 
Mstep: Class 21 contains 10391 members 
Mstep: Class 22 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600152.000000 Penalty: 25670.533203
Iteration 34Q: 21 clusters Score -3.860015e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 36033 members 
Mstep: Class 3 contains 6012 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 142745 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 6339 members 
Mstep: Class 9 contains 24798 members 
Mstep: Class 10 contains 56647 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 15623 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 12584 members 
Mstep: Class 15 contains 26324 members 
Mstep: Class 16 contains 273031 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 79401 members 
Mstep: Class 20 contains 16199 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600208.000000 Penalty: 25670.533203
Iteration 35Q: 21 clusters Score -3.860021e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 35981 members 
Mstep: Class 3 contains 6039 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 142910 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 24837 members 
Mstep: Class 10 contains 56160 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 15596 members 
Mstep: Class 13 contains 2484 members 
Mstep: Class 14 contains 12511 members 
Mstep: Class 15 contains 26319 members 
Mstep: Class 16 contains 273191 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 18 contains 79584 members 
Mstep: Class 20 contains 16201 members 
Mstep: Class 21 contains 10381 members 
Mstep: Class 22 contains 5477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600432.000000 Penalty: 25670.533203
Iteration 36Q: 21 clusters Score -3.860043e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 35926 members 
Mstep: Class 3 contains 6057 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 143101 members 
Mstep: Class 7 contains 6102 members 
Mstep: Class 8 contains 6343 members 
Mstep: Class 9 contains 24867 members 
Mstep: Class 10 contains 55653 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 15561 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 26313 members 
Mstep: Class 16 contains 273352 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 79763 members 
Mstep: Class 20 contains 16201 members 
Mstep: Class 21 contains 10383 members 
Mstep: Class 22 contains 5515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600600.000000 Penalty: 25670.533203
Iteration 37Q: 21 clusters Score -3.86006e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 35893 members 
Mstep: Class 3 contains 6074 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 143277 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 6344 members 
Mstep: Class 9 contains 24879 members 
Mstep: Class 10 contains 55201 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 15540 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 12403 members 
Mstep: Class 15 contains 26312 members 
Mstep: Class 16 contains 273488 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 79910 members 
Mstep: Class 20 contains 16201 members 
Mstep: Class 21 contains 10372 members 
Mstep: Class 22 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600744.000000 Penalty: 25670.533203
Iteration 38Q: 21 clusters Score -3.860074e+07 nChanged 946
Entering ConstructFrom: 
Score: -38600744.000000 Penalty: 25670.533203
Entering ConstructFrom: 
Trying to split cluster 1 (9118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Entering Unmasked Estep 
Score: -479620.000000 Penalty: 866.210571
	Iteration 0F: 2 clusters Score -479620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -473297.406250 Penalty: 1732.421143
	Iteration 0F: 3 clusters Score -473297.4 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -475766.906250 Penalty: 1732.421143
	Iteration 1F: 3 clusters Score -475766.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -476305.250000 Penalty: 1732.421143
	Iteration 2F: 3 clusters Score -476305.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -476912.468750 Penalty: 1732.421143
	Iteration 3F: 3 clusters Score -476912.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -477423.281250 Penalty: 1732.421143
	Iteration 4F: 3 clusters Score -477423.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -477760.593750 Penalty: 1732.421143
	Iteration 5F: 3 clusters Score -477760.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -477918.593750 Penalty: 1732.421143
	Iteration 6Q: 3 clusters Score -477918.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -478000.187500 Penalty: 1732.421143
	Iteration 7Q: 3 clusters Score -478000.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -478043.625000 Penalty: 1732.421143
	Iteration 8Q: 3 clusters Score -478043.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -478073.187500 Penalty: 1732.421143
	Iteration 9Q: 3 clusters Score -478073.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -478096.812500 Penalty: 1732.421143
	Iteration 10Q: 3 clusters Score -478096.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -478113.468750 Penalty: 1732.421143
	Iteration 11Q: 3 clusters Score -478113.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -478124.406250 Penalty: 1732.421143
	Iteration 12Q: 3 clusters Score -478124.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -478132.343750 Penalty: 1732.421143
	Iteration 13Q: 3 clusters Score -478132.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -478135.281250 Penalty: 1732.421143
	Iteration 14Q: 3 clusters Score -478135.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -478141.562500 Penalty: 1732.421143
	Iteration 15Q: 3 clusters Score -478141.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -478142.937500 Penalty: 1732.421143
	Iteration 16Q: 3 clusters Score -478142.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -478144.812500 Penalty: 1732.421143
	Iteration 17Q: 3 clusters Score -478144.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -478147.562500 Penalty: 1732.421143
	Iteration 18Q: 3 clusters Score -478147.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -478150.812500 Penalty: 1732.421143
	Iteration 19Q: 3 clusters Score -478150.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -478151.687500 Penalty: 1732.421143
	Iteration 20F: 3 clusters Score -478151.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -478152.218750 Penalty: 1732.421143
	Iteration 21Q: 3 clusters Score -478152.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -478155.093750 Penalty: 1732.421143
	Iteration 22Q: 3 clusters Score -478155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -478155.375000 Penalty: 1732.421143
	Iteration 23Q: 3 clusters Score -478155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -478156.437500 Penalty: 1732.421143
	Iteration 24Q: 3 clusters Score -478156.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -478157.562500 Penalty: 1732.421143
	Iteration 25Q: 3 clusters Score -478157.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -478161.000000 Penalty: 1732.421143
	Iteration 26Q: 3 clusters Score -478161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -478165.750000 Penalty: 1732.421143
	Iteration 27Q: 3 clusters Score -478165.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -478172.812500 Penalty: 1732.421143
	Iteration 28Q: 3 clusters Score -478172.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -478177.718750 Penalty: 1732.421143
	Iteration 29Q: 3 clusters Score -478177.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -478187.562500 Penalty: 1732.421143
	Iteration 30Q: 3 clusters Score -478187.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -478196.562500 Penalty: 1732.421143
	Iteration 31Q: 3 clusters Score -478196.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -478205.906250 Penalty: 1732.421143
	Iteration 32Q: 3 clusters Score -478205.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -478215.531250 Penalty: 1732.421143
	Iteration 33Q: 3 clusters Score -478215.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -478225.125000 Penalty: 1732.421143
	Iteration 34Q: 3 clusters Score -478225.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -478232.812500 Penalty: 1732.421143
	Iteration 35Q: 3 clusters Score -478232.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -478237.406250 Penalty: 1732.421143
	Iteration 36Q: 3 clusters Score -478237.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -478246.781250 Penalty: 1732.421143
	Iteration 37Q: 3 clusters Score -478246.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -478254.500000 Penalty: 1732.421143
	Iteration 38Q: 3 clusters Score -478254.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -478263.406250 Penalty: 1732.421143
	Iteration 39Q: 3 clusters Score -478263.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -478276.750000 Penalty: 1732.421143
	Iteration 40F: 3 clusters Score -478276.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -478292.187500 Penalty: 1732.421143
	Iteration 41Q: 3 clusters Score -478292.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -478312.000000 Penalty: 1732.421143
	Iteration 42Q: 3 clusters Score -478312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -478336.156250 Penalty: 1732.421143
	Iteration 43Q: 3 clusters Score -478336.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -478361.500000 Penalty: 1732.421143
	Iteration 44Q: 3 clusters Score -478361.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -478387.812500 Penalty: 1732.421143
	Iteration 45Q: 3 clusters Score -478387.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -478421.281250 Penalty: 1732.421143
	Iteration 46Q: 3 clusters Score -478421.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -478461.156250 Penalty: 1732.421143
	Iteration 47Q: 3 clusters Score -478461.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -478497.437500 Penalty: 1732.421143
	Iteration 48Q: 3 clusters Score -478497.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -478526.593750 Penalty: 1732.421143
	Iteration 49Q: 3 clusters Score -478526.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -478561.187500 Penalty: 1732.421143
	Iteration 50Q: 3 clusters Score -478561.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -478602.812500 Penalty: 1732.421143
	Iteration 51Q: 3 clusters Score -478602.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -478631.000000 Penalty: 1732.421143
	Iteration 52Q: 3 clusters Score -478631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -478656.250000 Penalty: 1732.421143
	Iteration 53Q: 3 clusters Score -478656.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -478678.718750 Penalty: 1732.421143
	Iteration 54Q: 3 clusters Score -478678.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -478696.656250 Penalty: 1732.421143
	Iteration 55Q: 3 clusters Score -478696.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -478712.437500 Penalty: 1732.421143
	Iteration 56Q: 3 clusters Score -478712.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -478727.343750 Penalty: 1732.421143
	Iteration 57Q: 3 clusters Score -478727.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -478739.875000 Penalty: 1732.421143
	Iteration 58Q: 3 clusters Score -478739.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -478748.250000 Penalty: 1732.421143
	Iteration 59Q: 3 clusters Score -478748.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -478755.156250 Penalty: 1732.421143
	Iteration 60F: 3 clusters Score -478755.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -478765.062500 Penalty: 1732.421143
	Iteration 61Q: 3 clusters Score -478765.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -478774.593750 Penalty: 1732.421143
	Iteration 62Q: 3 clusters Score -478774.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -478786.875000 Penalty: 1732.421143
	Iteration 63Q: 3 clusters Score -478786.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -478803.000000 Penalty: 1732.421143
	Iteration 64Q: 3 clusters Score -478803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -478822.000000 Penalty: 1732.421143
	Iteration 65Q: 3 clusters Score -478822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -478839.031250 Penalty: 1732.421143
	Iteration 66Q: 3 clusters Score -478839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -478852.656250 Penalty: 1732.421143
	Iteration 67Q: 3 clusters Score -478852.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -478861.843750 Penalty: 1732.421143
	Iteration 68Q: 3 clusters Score -478861.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -478870.125000 Penalty: 1732.421143
	Iteration 69Q: 3 clusters Score -478870.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -478875.562500 Penalty: 1732.421143
	Iteration 70Q: 3 clusters Score -478875.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -478879.218750 Penalty: 1732.421143
	Iteration 71Q: 3 clusters Score -478879.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -478881.062500 Penalty: 1732.421143
	Iteration 72Q: 3 clusters Score -478881.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -478884.468750 Penalty: 1732.421143
	Iteration 73Q: 3 clusters Score -478884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -478886.718750 Penalty: 1732.421143
	Iteration 74Q: 3 clusters Score -478886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -478888.312500 Penalty: 1732.421143
	Iteration 75Q: 3 clusters Score -478888.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -478892.062500 Penalty: 1732.421143
	Iteration 76Q: 3 clusters Score -478892.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -478892.625000 Penalty: 1732.421143
	Iteration 77Q: 3 clusters Score -478892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -478893.562500 Penalty: 1732.421143
	Iteration 78Q: 3 clusters Score -478893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -478894.468750 Penalty: 1732.421143
	Iteration 79Q: 3 clusters Score -478894.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -478896.187500 Penalty: 1732.421143
	Iteration 80F: 3 clusters Score -478896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -478897.718750 Penalty: 1732.421143
	Iteration 81Q: 3 clusters Score -478897.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -478898.531250 Penalty: 1732.421143
	Iteration 82Q: 3 clusters Score -478898.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -478901.312500 Penalty: 1732.421143
	Iteration 83Q: 3 clusters Score -478901.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -478902.968750 Penalty: 1732.421143
	Iteration 84Q: 3 clusters Score -478903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -478905.656250 Penalty: 1732.421143
	Iteration 85Q: 3 clusters Score -478905.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -478908.906250 Penalty: 1732.421143
	Iteration 86Q: 3 clusters Score -478908.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -478912.656250 Penalty: 1732.421143
	Iteration 87Q: 3 clusters Score -478912.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -478915.656250 Penalty: 1732.421143
	Iteration 88Q: 3 clusters Score -478915.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -478917.812500 Penalty: 1732.421143
	Iteration 89Q: 3 clusters Score -478917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -478919.343750 Penalty: 1732.421143
	Iteration 90Q: 3 clusters Score -478919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -478920.531250 Penalty: 1732.421143
	Iteration 91Q: 3 clusters Score -478920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -478922.312500 Penalty: 1732.421143
	Iteration 92Q: 3 clusters Score -478922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -478922.687500 Penalty: 1732.421143
	Iteration 93Q: 3 clusters Score -478922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -478924.156250 Penalty: 1732.421143
	Iteration 94Q: 3 clusters Score -478924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -478925.687500 Penalty: 1732.421143
	Iteration 95Q: 3 clusters Score -478925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -478926.500000 Penalty: 1732.421143
	Iteration 96Q: 3 clusters Score -478926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -478926.500000 Penalty: 1732.421143
	Iteration 97F: 3 clusters Score -478926.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Entering Unmasked Estep 
Score: -2052538.500000 Penalty: 996.316772
	Iteration 0F: 2 clusters Score -2052538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2028747.625000 Penalty: 1992.633545
	Iteration 0F: 3 clusters Score -2028748 nChanged 16984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2039488.000000 Penalty: 1992.633545
	Iteration 1F: 3 clusters Score -2039488 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2041029.500000 Penalty: 1992.633545
	Iteration 2F: 3 clusters Score -2041030 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2043075.125000 Penalty: 1992.633545
	Iteration 3F: 3 clusters Score -2043075 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2045146.875000 Penalty: 1992.633545
	Iteration 4F: 3 clusters Score -2045147 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2046589.500000 Penalty: 1992.633545
	Iteration 5F: 3 clusters Score -2046590 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2047406.750000 Penalty: 1992.633545
	Iteration 6F: 3 clusters Score -2047407 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2047792.750000 Penalty: 1992.633545
	Iteration 7Q: 3 clusters Score -2047793 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2048006.750000 Penalty: 1992.633545
	Iteration 8Q: 3 clusters Score -2048007 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2048116.000000 Penalty: 1992.633545
	Iteration 9Q: 3 clusters Score -2048116 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2048184.875000 Penalty: 1992.633545
	Iteration 10Q: 3 clusters Score -2048185 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2048231.750000 Penalty: 1992.633545
	Iteration 11Q: 3 clusters Score -2048232 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2048277.000000 Penalty: 1992.633545
	Iteration 12Q: 3 clusters Score -2048277 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2048292.750000 Penalty: 1992.633545
	Iteration 13Q: 3 clusters Score -2048293 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2048319.000000 Penalty: 1992.633545
	Iteration 14Q: 3 clusters Score -2048319 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2048345.000000 Penalty: 1992.633545
	Iteration 15Q: 3 clusters Score -2048345 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2048354.375000 Penalty: 1992.633545
	Iteration 16Q: 3 clusters Score -2048354 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2048367.625000 Penalty: 1992.633545
	Iteration 17Q: 3 clusters Score -2048368 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2048377.250000 Penalty: 1992.633545
	Iteration 18Q: 3 clusters Score -2048377 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2048391.625000 Penalty: 1992.633545
	Iteration 19Q: 3 clusters Score -2048392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2048411.250000 Penalty: 1992.633545
	Iteration 20F: 3 clusters Score -2048411 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2048427.125000 Penalty: 1992.633545
	Iteration 21Q: 3 clusters Score -2048427 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2048442.375000 Penalty: 1992.633545
	Iteration 22Q: 3 clusters Score -2048442 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2048457.000000 Penalty: 1992.633545
	Iteration 23Q: 3 clusters Score -2048457 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2048478.125000 Penalty: 1992.633545
	Iteration 24Q: 3 clusters Score -2048478 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2048493.000000 Penalty: 1992.633545
	Iteration 25Q: 3 clusters Score -2048493 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2048530.875000 Penalty: 1992.633545
	Iteration 26Q: 3 clusters Score -2048531 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2048578.500000 Penalty: 1992.633545
	Iteration 27Q: 3 clusters Score -2048578 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2048613.500000 Penalty: 1992.633545
	Iteration 28Q: 3 clusters Score -2048614 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2048670.000000 Penalty: 1992.633545
	Iteration 29Q: 3 clusters Score -2048670 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2048719.875000 Penalty: 1992.633545
	Iteration 30Q: 3 clusters Score -2048720 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2048796.875000 Penalty: 1992.633545
	Iteration 31Q: 3 clusters Score -2048797 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2048876.750000 Penalty: 1992.633545
	Iteration 32Q: 3 clusters Score -2048877 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2048976.000000 Penalty: 1992.633545
	Iteration 33Q: 3 clusters Score -2048976 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2049091.000000 Penalty: 1992.633545
	Iteration 34Q: 3 clusters Score -2049091 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2049211.500000 Penalty: 1992.633545
	Iteration 35Q: 3 clusters Score -2049212 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2049354.125000 Penalty: 1992.633545
	Iteration 36Q: 3 clusters Score -2049354 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2049507.500000 Penalty: 1992.633545
	Iteration 37Q: 3 clusters Score -2049508 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2049696.250000 Penalty: 1992.633545
	Iteration 38Q: 3 clusters Score -2049696 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2049902.750000 Penalty: 1992.633545
	Iteration 39Q: 3 clusters Score -2049903 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2050129.750000 Penalty: 1992.633545
	Iteration 40F: 3 clusters Score -2050130 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2050370.875000 Penalty: 1992.633545
	Iteration 41Q: 3 clusters Score -2050371 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2050598.125000 Penalty: 1992.633545
	Iteration 42Q: 3 clusters Score -2050598 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2050803.500000 Penalty: 1992.633545
	Iteration 43Q: 3 clusters Score -2050804 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2050988.750000 Penalty: 1992.633545
	Iteration 44Q: 3 clusters Score -2050989 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2051125.875000 Penalty: 1992.633545
	Iteration 45Q: 3 clusters Score -2051126 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2051238.750000 Penalty: 1992.633545
	Iteration 46Q: 3 clusters Score -2051239 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2051328.375000 Penalty: 1992.633545
	Iteration 47Q: 3 clusters Score -2051328 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2051418.750000 Penalty: 1992.633545
	Iteration 48Q: 3 clusters Score -2051419 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2051484.250000 Penalty: 1992.633545
	Iteration 49Q: 3 clusters Score -2051484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2051515.625000 Penalty: 1992.633545
	Iteration 50Q: 3 clusters Score -2051516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2051555.250000 Penalty: 1992.633545
	Iteration 51Q: 3 clusters Score -2051555 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2051585.375000 Penalty: 1992.633545
	Iteration 52Q: 3 clusters Score -2051585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2051611.500000 Penalty: 1992.633545
	Iteration 53Q: 3 clusters Score -2051612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2051630.000000 Penalty: 1992.633545
	Iteration 54Q: 3 clusters Score -2051630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2051647.000000 Penalty: 1992.633545
	Iteration 55Q: 3 clusters Score -2051647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2051656.625000 Penalty: 1992.633545
	Iteration 56Q: 3 clusters Score -2051657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2051664.250000 Penalty: 1992.633545
	Iteration 57Q: 3 clusters Score -2051664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2051670.000000 Penalty: 1992.633545
	Iteration 58Q: 3 clusters Score -2051670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2051677.625000 Penalty: 1992.633545
	Iteration 59Q: 3 clusters Score -2051678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2051686.750000 Penalty: 1992.633545
	Iteration 60F: 3 clusters Score -2051687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2051692.375000 Penalty: 1992.633545
	Iteration 61Q: 3 clusters Score -2051692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2051692.875000 Penalty: 1992.633545
	Iteration 62Q: 3 clusters Score -2051693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2051695.375000 Penalty: 1992.633545
	Iteration 63Q: 3 clusters Score -2051695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2051694.750000 Penalty: 1992.633545
	Iteration 64Q: 3 clusters Score -2051695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2051694.750000 Penalty: 1992.633545
	Iteration 65F: 3 clusters Score -2051695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -297063.187500 Penalty: 827.868286
	Iteration 0F: 2 clusters Score -297063.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -292797.750000 Penalty: 1655.736572
	Iteration 0F: 3 clusters Score -292797.8 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -294440.125000 Penalty: 1655.736572
	Iteration 1F: 3 clusters Score -294440.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -294691.531250 Penalty: 1655.736572
	Iteration 2F: 3 clusters Score -294691.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -294937.343750 Penalty: 1655.736572
	Iteration 3F: 3 clusters Score -294937.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -295150.187500 Penalty: 1655.736572
	Iteration 4F: 3 clusters Score -295150.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -295331.062500 Penalty: 1655.736572
	Iteration 5F: 3 clusters Score -295331.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -295480.937500 Penalty: 1655.736572
	Iteration 6Q: 3 clusters Score -295480.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -295583.218750 Penalty: 1655.736572
	Iteration 7Q: 3 clusters Score -295583.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -295681.312500 Penalty: 1655.736572
	Iteration 8Q: 3 clusters Score -295681.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -295815.656250 Penalty: 1655.736572
	Iteration 9Q: 3 clusters Score -295815.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -296008.218750 Penalty: 1655.736572
	Iteration 10Q: 3 clusters Score -296008.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -296290.968750 Penalty: 1655.736572
	Iteration 11Q: 3 clusters Score -296291 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -296600.406250 Penalty: 1655.736572
	Iteration 12Q: 3 clusters Score -296600.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -296799.906250 Penalty: 1655.736572
	Iteration 13Q: 3 clusters Score -296799.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -296907.468750 Penalty: 1655.736572
	Iteration 14Q: 3 clusters Score -296907.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -296969.687500 Penalty: 1655.736572
	Iteration 15Q: 3 clusters Score -296969.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -297010.937500 Penalty: 1655.736572
	Iteration 16Q: 3 clusters Score -297010.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -297048.656250 Penalty: 1655.736572
	Iteration 17Q: 3 clusters Score -297048.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -297076.375000 Penalty: 1655.736572
	Iteration 18Q: 3 clusters Score -297076.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -297104.375000 Penalty: 1655.736572
	Iteration 19Q: 3 clusters Score -297104.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -297130.187500 Penalty: 1655.736572
	Iteration 20F: 3 clusters Score -297130.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -297155.937500 Penalty: 1655.736572
	Iteration 21Q: 3 clusters Score -297155.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -297180.437500 Penalty: 1655.736572
	Iteration 22Q: 3 clusters Score -297180.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -297203.156250 Penalty: 1655.736572
	Iteration 23Q: 3 clusters Score -297203.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -297228.093750 Penalty: 1655.736572
	Iteration 24Q: 3 clusters Score -297228.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -297246.125000 Penalty: 1655.736572
	Iteration 25Q: 3 clusters Score -297246.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -297259.750000 Penalty: 1655.736572
	Iteration 26Q: 3 clusters Score -297259.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -297275.687500 Penalty: 1655.736572
	Iteration 27Q: 3 clusters Score -297275.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -297294.125000 Penalty: 1655.736572
	Iteration 28Q: 3 clusters Score -297294.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -297316.656250 Penalty: 1655.736572
	Iteration 29Q: 3 clusters Score -297316.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -297339.000000 Penalty: 1655.736572
	Iteration 30Q: 3 clusters Score -297339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -297357.218750 Penalty: 1655.736572
	Iteration 31Q: 3 clusters Score -297357.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -297383.906250 Penalty: 1655.736572
	Iteration 32Q: 3 clusters Score -297383.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -297404.093750 Penalty: 1655.736572
	Iteration 33Q: 3 clusters Score -297404.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -297413.937500 Penalty: 1655.736572
	Iteration 34Q: 3 clusters Score -297413.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -297422.062500 Penalty: 1655.736572
	Iteration 35Q: 3 clusters Score -297422.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -297426.031250 Penalty: 1655.736572
	Iteration 36Q: 3 clusters Score -297426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -297427.218750 Penalty: 1655.736572
	Iteration 37Q: 3 clusters Score -297427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -297428.562500 Penalty: 1655.736572
	Iteration 38Q: 3 clusters Score -297428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -297430.093750 Penalty: 1655.736572
	Iteration 39Q: 3 clusters Score -297430.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -297430.843750 Penalty: 1655.736572
	Iteration 40F: 3 clusters Score -297430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -297431.125000 Penalty: 1655.736572
	Iteration 41Q: 3 clusters Score -297431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -297431.187500 Penalty: 1655.736572
	Iteration 42Q: 3 clusters Score -297431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -297431.187500 Penalty: 1655.736572
	Iteration 43F: 3 clusters Score -297431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 35866 members 
Mstep: Class 3 contains 4680 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 143453 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 6350 members 
Mstep: Class 9 contains 24886 members 
Mstep: Class 10 contains 54810 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 12335 members 
Mstep: Class 15 contains 26308 members 
Mstep: Class 16 contains 273614 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 80038 members 
Mstep: Class 20 contains 16202 members 
Mstep: Class 21 contains 10357 members 
Mstep: Class 22 contains 5593 members 
Entering Unmasked Estep 
Score: -38600688.000000 Penalty: 26954.060547
Splitting cluster 3 changes total score from -38600744.000000 to -38600688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Entering Unmasked Estep 
Score: -195672.421875 Penalty: 788.974060
	Iteration 0F: 2 clusters Score -195672.4 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 1978 members 
Entering Unmasked Estep 
Score: -192721.250000 Penalty: 1577.948120
	Iteration 0F: 3 clusters Score -192721.2 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -193977.343750 Penalty: 1577.948120
	Iteration 1F: 3 clusters Score -193977.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -194480.609375 Penalty: 1577.948120
	Iteration 2F: 3 clusters Score -194480.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -194795.250000 Penalty: 1577.948120
	Iteration 3F: 3 clusters Score -194795.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -195038.468750 Penalty: 1577.948120
	Iteration 4F: 3 clusters Score -195038.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -195302.546875 Penalty: 1577.948120
	Iteration 5F: 3 clusters Score -195302.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -195683.375000 Penalty: 1577.948120
	Iteration 6F: 3 clusters Score -195683.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -196272.109375 Penalty: 1577.948120
	Iteration 7F: 3 clusters Score -196272.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -196554.312500 Penalty: 1577.948120
	Iteration 8Q: 3 clusters Score -196554.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -196616.343750 Penalty: 1577.948120
	Iteration 9Q: 3 clusters Score -196616.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -196637.187500 Penalty: 1577.948120
	Iteration 10Q: 3 clusters Score -196637.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -196643.000000 Penalty: 1577.948120
	Iteration 11Q: 3 clusters Score -196643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -196646.093750 Penalty: 1577.948120
	Iteration 12Q: 3 clusters Score -196646.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -196647.250000 Penalty: 1577.948120
	Iteration 13Q: 3 clusters Score -196647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -196647.984375 Penalty: 1577.948120
	Iteration 14Q: 3 clusters Score -196648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -196648.375000 Penalty: 1577.948120
	Iteration 15Q: 3 clusters Score -196648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -196648.218750 Penalty: 1577.948120
	Iteration 16Q: 3 clusters Score -196648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -196648.890625 Penalty: 1577.948120
	Iteration 17Q: 3 clusters Score -196648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -196649.203125 Penalty: 1577.948120
	Iteration 18Q: 3 clusters Score -196649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -196649.203125 Penalty: 1577.948120
	Iteration 19F: 3 clusters Score -196649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 35866 members 
Mstep: Class 3 contains 6090 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 143453 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 6350 members 
Mstep: Class 9 contains 24886 members 
Mstep: Class 10 contains 54810 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 12335 members 
Mstep: Class 15 contains 26308 members 
Mstep: Class 16 contains 273614 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 80038 members 
Mstep: Class 20 contains 16202 members 
Mstep: Class 21 contains 10357 members 
Mstep: Class 22 contains 5593 members 
Entering Unmasked Estep 
Score: -38601144.000000 Penalty: 26954.060547
Splitting cluster 4 changes total score from -38600744.000000 to -38601144.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (143453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143453 members 
Entering Unmasked Estep 
Score: -7785091.000000 Penalty: 1128.007446
	Iteration 0F: 2 clusters Score -7785091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71524 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -7688776.000000 Penalty: 2256.014893
	Iteration 0F: 3 clusters Score -7688776 nChanged 69660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -7730375.000000 Penalty: 2256.014893
	Iteration 1F: 3 clusters Score -7730375 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -7732622.000000 Penalty: 2256.014893
	Iteration 2Q: 3 clusters Score -7732622 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -7736810.500000 Penalty: 2256.014893
	Iteration 3F: 3 clusters Score -7736810 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 97578 members 
Entering Unmasked Estep 
Score: -7743512.500000 Penalty: 2256.014893
	Iteration 4F: 3 clusters Score -7743512 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -7752514.500000 Penalty: 2256.014893
	Iteration 5F: 3 clusters Score -7752514 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 119483 members 
Entering Unmasked Estep 
Score: -7762442.500000 Penalty: 2256.014893
	Iteration 6F: 3 clusters Score -7762442 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -7770978.000000 Penalty: 2256.014893
	Iteration 7F: 3 clusters Score -7770978 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 135748 members 
Entering Unmasked Estep 
Score: -7777263.000000 Penalty: 2256.014893
	Iteration 8Q: 3 clusters Score -7777263 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 139920 members 
Entering Unmasked Estep 
Score: -7781086.500000 Penalty: 2256.014893
	Iteration 9Q: 3 clusters Score -7781086 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 141983 members 
Entering Unmasked Estep 
Score: -7782912.000000 Penalty: 2256.014893
	Iteration 10Q: 3 clusters Score -7782912 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 142799 members 
Entering Unmasked Estep 
Score: -7783619.500000 Penalty: 2256.014893
	Iteration 11Q: 3 clusters Score -7783620 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -7783904.000000 Penalty: 2256.014893
	Iteration 12Q: 3 clusters Score -7783904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 143213 members 
Entering Unmasked Estep 
Score: -7784049.500000 Penalty: 2256.014893
	Iteration 13Q: 3 clusters Score -7784050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 143251 members 
Entering Unmasked Estep 
Score: -7784127.500000 Penalty: 2256.014893
	Iteration 14Q: 3 clusters Score -7784128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 143247 members 
Entering Unmasked Estep 
Score: -7784174.500000 Penalty: 2256.014893
	Iteration 15Q: 3 clusters Score -7784174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 143238 members 
Entering Unmasked Estep 
Score: -7784197.000000 Penalty: 2256.014893
	Iteration 16Q: 3 clusters Score -7784197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 143221 members 
Entering Unmasked Estep 
Score: -7784218.500000 Penalty: 2256.014893
	Iteration 17Q: 3 clusters Score -7784218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143208 members 
Entering Unmasked Estep 
Score: -7784233.000000 Penalty: 2256.014893
	Iteration 18Q: 3 clusters Score -7784233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143199 members 
Entering Unmasked Estep 
Score: -7784251.500000 Penalty: 2256.014893
	Iteration 19Q: 3 clusters Score -7784252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 143194 members 
Entering Unmasked Estep 
Score: -7784252.500000 Penalty: 2256.014893
	Iteration 20F: 3 clusters Score -7784252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -7784255.500000 Penalty: 2256.014893
	Iteration 21Q: 3 clusters Score -7784256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -7784254.500000 Penalty: 2256.014893
	Iteration 22Q: 3 clusters Score -7784254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -7784260.000000 Penalty: 2256.014893
	Iteration 23Q: 3 clusters Score -7784260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 143194 members 
Entering Unmasked Estep 
Score: -7784265.500000 Penalty: 2256.014893
	Iteration 24Q: 3 clusters Score -7784266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -7784269.000000 Penalty: 2256.014893
	Iteration 25Q: 3 clusters Score -7784269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -7784267.500000 Penalty: 2256.014893
	Iteration 26Q: 3 clusters Score -7784268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -7784266.000000 Penalty: 2256.014893
	Iteration 27Q: 3 clusters Score -7784266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -7784270.000000 Penalty: 2256.014893
	Iteration 28Q: 3 clusters Score -7784270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -7784270.000000 Penalty: 2256.014893
	Iteration 29Q: 3 clusters Score -7784270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 143187 members 
Entering Unmasked Estep 
Score: -7784273.500000 Penalty: 2256.014893
	Iteration 30Q: 3 clusters Score -7784274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 143188 members 
Entering Unmasked Estep 
Score: -7784268.500000 Penalty: 2256.014893
	Iteration 31Q: 3 clusters Score -7784268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -7784274.000000 Penalty: 2256.014893
	Iteration 32Q: 3 clusters Score -7784274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -7784278.000000 Penalty: 2256.014893
	Iteration 33Q: 3 clusters Score -7784278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -7784276.500000 Penalty: 2256.014893
	Iteration 34Q: 3 clusters Score -7784276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -7784276.500000 Penalty: 2256.014893
	Iteration 35F: 3 clusters Score -7784276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -320964.281250 Penalty: 827.352173
	Iteration 0F: 2 clusters Score -320964.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -316717.437500 Penalty: 1654.704346
	Iteration 0F: 3 clusters Score -316717.4 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -318107.968750 Penalty: 1654.704346
	Iteration 1F: 3 clusters Score -318108 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -318274.437500 Penalty: 1654.704346
	Iteration 2F: 3 clusters Score -318274.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -318429.937500 Penalty: 1654.704346
	Iteration 3F: 3 clusters Score -318429.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -318624.562500 Penalty: 1654.704346
	Iteration 4F: 3 clusters Score -318624.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -318870.375000 Penalty: 1654.704346
	Iteration 5F: 3 clusters Score -318870.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -319196.531250 Penalty: 1654.704346
	Iteration 6F: 3 clusters Score -319196.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -319509.656250 Penalty: 1654.704346
	Iteration 7F: 3 clusters Score -319509.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -319738.625000 Penalty: 1654.704346
	Iteration 8Q: 3 clusters Score -319738.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -319895.718750 Penalty: 1654.704346
	Iteration 9Q: 3 clusters Score -319895.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -320003.156250 Penalty: 1654.704346
	Iteration 10Q: 3 clusters Score -320003.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -320084.968750 Penalty: 1654.704346
	Iteration 11Q: 3 clusters Score -320085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -320136.937500 Penalty: 1654.704346
	Iteration 12Q: 3 clusters Score -320136.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -320175.656250 Penalty: 1654.704346
	Iteration 13Q: 3 clusters Score -320175.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -320207.687500 Penalty: 1654.704346
	Iteration 14Q: 3 clusters Score -320207.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -320221.500000 Penalty: 1654.704346
	Iteration 15Q: 3 clusters Score -320221.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -320228.812500 Penalty: 1654.704346
	Iteration 16Q: 3 clusters Score -320228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -320233.250000 Penalty: 1654.704346
	Iteration 17Q: 3 clusters Score -320233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -320239.187500 Penalty: 1654.704346
	Iteration 18Q: 3 clusters Score -320239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -320243.218750 Penalty: 1654.704346
	Iteration 19Q: 3 clusters Score -320243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -320243.437500 Penalty: 1654.704346
	Iteration 20F: 3 clusters Score -320243.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Entering Unmasked Estep 
Score: -340133.531250 Penalty: 831.839966
	Iteration 0F: 2 clusters Score -340133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -335735.250000 Penalty: 1663.679932
	Iteration 0F: 3 clusters Score -335735.2 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -337430.062500 Penalty: 1663.679932
	Iteration 1F: 3 clusters Score -337430.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -337824.906250 Penalty: 1663.679932
	Iteration 2F: 3 clusters Score -337824.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -338139.531250 Penalty: 1663.679932
	Iteration 3F: 3 clusters Score -338139.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -338350.218750 Penalty: 1663.679932
	Iteration 4F: 3 clusters Score -338350.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -338510.875000 Penalty: 1663.679932
	Iteration 5Q: 3 clusters Score -338510.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -338653.218750 Penalty: 1663.679932
	Iteration 6Q: 3 clusters Score -338653.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -338785.875000 Penalty: 1663.679932
	Iteration 7Q: 3 clusters Score -338785.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -338915.593750 Penalty: 1663.679932
	Iteration 8Q: 3 clusters Score -338915.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -339044.125000 Penalty: 1663.679932
	Iteration 9Q: 3 clusters Score -339044.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -339151.750000 Penalty: 1663.679932
	Iteration 10Q: 3 clusters Score -339151.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -339226.375000 Penalty: 1663.679932
	Iteration 11Q: 3 clusters Score -339226.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -339283.000000 Penalty: 1663.679932
	Iteration 12Q: 3 clusters Score -339283 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -339327.187500 Penalty: 1663.679932
	Iteration 13Q: 3 clusters Score -339327.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -339351.187500 Penalty: 1663.679932
	Iteration 14Q: 3 clusters Score -339351.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -339371.500000 Penalty: 1663.679932
	Iteration 15Q: 3 clusters Score -339371.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -339381.468750 Penalty: 1663.679932
	Iteration 16Q: 3 clusters Score -339381.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -339390.437500 Penalty: 1663.679932
	Iteration 17Q: 3 clusters Score -339390.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -339397.937500 Penalty: 1663.679932
	Iteration 18Q: 3 clusters Score -339397.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -339405.093750 Penalty: 1663.679932
	Iteration 19Q: 3 clusters Score -339405.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -339414.250000 Penalty: 1663.679932
	Iteration 20F: 3 clusters Score -339414.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -339420.843750 Penalty: 1663.679932
	Iteration 21Q: 3 clusters Score -339420.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -339428.281250 Penalty: 1663.679932
	Iteration 22Q: 3 clusters Score -339428.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -339432.906250 Penalty: 1663.679932
	Iteration 23Q: 3 clusters Score -339432.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -339441.218750 Penalty: 1663.679932
	Iteration 24Q: 3 clusters Score -339441.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -339448.906250 Penalty: 1663.679932
	Iteration 25Q: 3 clusters Score -339448.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -339457.406250 Penalty: 1663.679932
	Iteration 26Q: 3 clusters Score -339457.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -339463.937500 Penalty: 1663.679932
	Iteration 27Q: 3 clusters Score -339463.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -339471.843750 Penalty: 1663.679932
	Iteration 28Q: 3 clusters Score -339471.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -339477.406250 Penalty: 1663.679932
	Iteration 29Q: 3 clusters Score -339477.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -339480.000000 Penalty: 1663.679932
	Iteration 30Q: 3 clusters Score -339480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -339483.093750 Penalty: 1663.679932
	Iteration 31Q: 3 clusters Score -339483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -339486.875000 Penalty: 1663.679932
	Iteration 32Q: 3 clusters Score -339486.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -339490.437500 Penalty: 1663.679932
	Iteration 33Q: 3 clusters Score -339490.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -339492.656250 Penalty: 1663.679932
	Iteration 34Q: 3 clusters Score -339492.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -339493.843750 Penalty: 1663.679932
	Iteration 35Q: 3 clusters Score -339493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -339494.687500 Penalty: 1663.679932
	Iteration 36Q: 3 clusters Score -339494.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -339495.406250 Penalty: 1663.679932
	Iteration 37Q: 3 clusters Score -339495.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -339498.500000 Penalty: 1663.679932
	Iteration 38Q: 3 clusters Score -339498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -339500.781250 Penalty: 1663.679932
	Iteration 39Q: 3 clusters Score -339500.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -339501.375000 Penalty: 1663.679932
	Iteration 40F: 3 clusters Score -339501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -339503.312500 Penalty: 1663.679932
	Iteration 41Q: 3 clusters Score -339503.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -339504.656250 Penalty: 1663.679932
	Iteration 42Q: 3 clusters Score -339504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -339505.156250 Penalty: 1663.679932
	Iteration 43Q: 3 clusters Score -339505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -339505.281250 Penalty: 1663.679932
	Iteration 44Q: 3 clusters Score -339505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -339506.156250 Penalty: 1663.679932
	Iteration 45Q: 3 clusters Score -339506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -339506.156250 Penalty: 1663.679932
	Iteration 46F: 3 clusters Score -339506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Entering Unmasked Estep 
Score: -1424812.500000 Penalty: 961.595764
	Iteration 0F: 2 clusters Score -1424812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1408068.750000 Penalty: 1923.191528
	Iteration 0F: 3 clusters Score -1408069 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1414616.000000 Penalty: 1923.191528
	Iteration 1F: 3 clusters Score -1414616 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1414900.375000 Penalty: 1923.191528
	Iteration 2Q: 3 clusters Score -1414900 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1415272.750000 Penalty: 1923.191528
	Iteration 3Q: 3 clusters Score -1415273 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1415778.875000 Penalty: 1923.191528
	Iteration 4Q: 3 clusters Score -1415779 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1416471.625000 Penalty: 1923.191528
	Iteration 5F: 3 clusters Score -1416472 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1417414.750000 Penalty: 1923.191528
	Iteration 6F: 3 clusters Score -1417415 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1418606.625000 Penalty: 1923.191528
	Iteration 7F: 3 clusters Score -1418607 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1419913.750000 Penalty: 1923.191528
	Iteration 8F: 3 clusters Score -1419914 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1421086.000000 Penalty: 1923.191528
	Iteration 9F: 3 clusters Score -1421086 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1422047.625000 Penalty: 1923.191528
	Iteration 10Q: 3 clusters Score -1422048 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1422757.125000 Penalty: 1923.191528
	Iteration 11Q: 3 clusters Score -1422757 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1423238.625000 Penalty: 1923.191528
	Iteration 12Q: 3 clusters Score -1423239 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1423523.500000 Penalty: 1923.191528
	Iteration 13Q: 3 clusters Score -1423524 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1423706.250000 Penalty: 1923.191528
	Iteration 14Q: 3 clusters Score -1423706 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1423814.625000 Penalty: 1923.191528
	Iteration 15Q: 3 clusters Score -1423815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1423881.125000 Penalty: 1923.191528
	Iteration 16Q: 3 clusters Score -1423881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1423915.875000 Penalty: 1923.191528
	Iteration 17Q: 3 clusters Score -1423916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1423934.875000 Penalty: 1923.191528
	Iteration 18Q: 3 clusters Score -1423935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1423951.125000 Penalty: 1923.191528
	Iteration 19Q: 3 clusters Score -1423951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1423959.750000 Penalty: 1923.191528
	Iteration 20F: 3 clusters Score -1423960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1423965.750000 Penalty: 1923.191528
	Iteration 21Q: 3 clusters Score -1423966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1423966.375000 Penalty: 1923.191528
	Iteration 22Q: 3 clusters Score -1423966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1423970.250000 Penalty: 1923.191528
	Iteration 23Q: 3 clusters Score -1423970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1423971.625000 Penalty: 1923.191528
	Iteration 24Q: 3 clusters Score -1423972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1423971.625000 Penalty: 1923.191528
	Iteration 25F: 3 clusters Score -1423972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Entering Unmasked Estep 
Score: -2713237.500000 Penalty: 1036.604614
	Iteration 0F: 2 clusters Score -2713238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -2676459.500000 Penalty: 2073.209229
	Iteration 0F: 3 clusters Score -2676460 nChanged 26212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -2691592.250000 Penalty: 2073.209229
	Iteration 1F: 3 clusters Score -2691592 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -2692137.250000 Penalty: 2073.209229
	Iteration 2Q: 3 clusters Score -2692137 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -2692906.750000 Penalty: 2073.209229
	Iteration 3Q: 3 clusters Score -2692907 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -2694123.000000 Penalty: 2073.209229
	Iteration 4Q: 3 clusters Score -2694123 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -2696238.000000 Penalty: 2073.209229
	Iteration 5F: 3 clusters Score -2696238 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -2699211.750000 Penalty: 2073.209229
	Iteration 6F: 3 clusters Score -2699212 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -2702522.250000 Penalty: 2073.209229
	Iteration 7F: 3 clusters Score -2702522 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -2705447.750000 Penalty: 2073.209229
	Iteration 8F: 3 clusters Score -2705448 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -2707639.000000 Penalty: 2073.209229
	Iteration 9Q: 3 clusters Score -2707639 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -2709170.000000 Penalty: 2073.209229
	Iteration 10Q: 3 clusters Score -2709170 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -2710179.000000 Penalty: 2073.209229
	Iteration 11Q: 3 clusters Score -2710179 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -2710885.750000 Penalty: 2073.209229
	Iteration 12Q: 3 clusters Score -2710886 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -2711425.000000 Penalty: 2073.209229
	Iteration 13Q: 3 clusters Score -2711425 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -2711817.500000 Penalty: 2073.209229
	Iteration 14Q: 3 clusters Score -2711818 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -2712032.000000 Penalty: 2073.209229
	Iteration 15Q: 3 clusters Score -2712032 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -2712181.000000 Penalty: 2073.209229
	Iteration 16Q: 3 clusters Score -2712181 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -2712253.500000 Penalty: 2073.209229
	Iteration 17Q: 3 clusters Score -2712254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -2712313.750000 Penalty: 2073.209229
	Iteration 18Q: 3 clusters Score -2712314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -2712341.000000 Penalty: 2073.209229
	Iteration 19Q: 3 clusters Score -2712341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -2712369.750000 Penalty: 2073.209229
	Iteration 20F: 3 clusters Score -2712370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -2712377.250000 Penalty: 2073.209229
	Iteration 21Q: 3 clusters Score -2712377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -2712389.500000 Penalty: 2073.209229
	Iteration 22Q: 3 clusters Score -2712390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -2712406.750000 Penalty: 2073.209229
	Iteration 23Q: 3 clusters Score -2712407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -2712413.250000 Penalty: 2073.209229
	Iteration 24Q: 3 clusters Score -2712413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -2712414.500000 Penalty: 2073.209229
	Iteration 25Q: 3 clusters Score -2712414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -2712422.250000 Penalty: 2073.209229
	Iteration 26Q: 3 clusters Score -2712422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -2712428.750000 Penalty: 2073.209229
	Iteration 27Q: 3 clusters Score -2712429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -2712436.250000 Penalty: 2073.209229
	Iteration 28Q: 3 clusters Score -2712436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -2712438.250000 Penalty: 2073.209229
	Iteration 29Q: 3 clusters Score -2712438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -2712442.000000 Penalty: 2073.209229
	Iteration 30Q: 3 clusters Score -2712442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -2712441.000000 Penalty: 2073.209229
	Iteration 31Q: 3 clusters Score -2712441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -2712441.000000 Penalty: 2073.209229
	Iteration 32F: 3 clusters Score -2712441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -69285.789062 Penalty: 679.984863
	Iteration 0F: 2 clusters Score -69285.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -68004.929688 Penalty: 1359.969727
	Iteration 0F: 3 clusters Score -68004.93 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -68298.742188 Penalty: 1359.969727
	Iteration 1F: 3 clusters Score -68298.74 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -68365.757812 Penalty: 1359.969727
	Iteration 2F: 3 clusters Score -68365.76 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68411.929688 Penalty: 1359.969727
	Iteration 3F: 3 clusters Score -68411.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -68453.968750 Penalty: 1359.969727
	Iteration 4Q: 3 clusters Score -68453.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -68474.632812 Penalty: 1359.969727
	Iteration 5Q: 3 clusters Score -68474.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68486.171875 Penalty: 1359.969727
	Iteration 6Q: 3 clusters Score -68486.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -68496.140625 Penalty: 1359.969727
	Iteration 7Q: 3 clusters Score -68496.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -68502.414062 Penalty: 1359.969727
	Iteration 8Q: 3 clusters Score -68502.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68508.757812 Penalty: 1359.969727
	Iteration 9Q: 3 clusters Score -68508.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68514.539062 Penalty: 1359.969727
	Iteration 10Q: 3 clusters Score -68514.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -68521.562500 Penalty: 1359.969727
	Iteration 11Q: 3 clusters Score -68521.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68524.789062 Penalty: 1359.969727
	Iteration 12Q: 3 clusters Score -68524.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68529.609375 Penalty: 1359.969727
	Iteration 13Q: 3 clusters Score -68529.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68532.695312 Penalty: 1359.969727
	Iteration 14Q: 3 clusters Score -68532.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68536.085938 Penalty: 1359.969727
	Iteration 15Q: 3 clusters Score -68536.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68537.679688 Penalty: 1359.969727
	Iteration 16Q: 3 clusters Score -68537.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68538.132812 Penalty: 1359.969727
	Iteration 17Q: 3 clusters Score -68538.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68538.468750 Penalty: 1359.969727
	Iteration 18Q: 3 clusters Score -68538.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68538.468750 Penalty: 1359.969727
	Iteration 19F: 3 clusters Score -68538.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Entering Unmasked Estep 
Score: -830959.125000 Penalty: 916.690063
	Iteration 0F: 2 clusters Score -830959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -820631.875000 Penalty: 1833.380127
	Iteration 0F: 3 clusters Score -820631.9 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -824636.250000 Penalty: 1833.380127
	Iteration 1F: 3 clusters Score -824636.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -825049.250000 Penalty: 1833.380127
	Iteration 2F: 3 clusters Score -825049.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -825574.625000 Penalty: 1833.380127
	Iteration 3F: 3 clusters Score -825574.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -826161.500000 Penalty: 1833.380127
	Iteration 4F: 3 clusters Score -826161.5 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -826807.312500 Penalty: 1833.380127
	Iteration 5F: 3 clusters Score -826807.3 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -827458.375000 Penalty: 1833.380127
	Iteration 6F: 3 clusters Score -827458.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -828086.687500 Penalty: 1833.380127
	Iteration 7F: 3 clusters Score -828086.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -828675.062500 Penalty: 1833.380127
	Iteration 8F: 3 clusters Score -828675.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -829205.875000 Penalty: 1833.380127
	Iteration 9Q: 3 clusters Score -829205.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -829704.687500 Penalty: 1833.380127
	Iteration 10Q: 3 clusters Score -829704.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -830117.000000 Penalty: 1833.380127
	Iteration 11Q: 3 clusters Score -830117 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -830292.625000 Penalty: 1833.380127
	Iteration 12Q: 3 clusters Score -830292.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -830368.625000 Penalty: 1833.380127
	Iteration 13Q: 3 clusters Score -830368.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -830417.000000 Penalty: 1833.380127
	Iteration 14Q: 3 clusters Score -830417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -830447.000000 Penalty: 1833.380127
	Iteration 15Q: 3 clusters Score -830447 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -830468.687500 Penalty: 1833.380127
	Iteration 16Q: 3 clusters Score -830468.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -830487.187500 Penalty: 1833.380127
	Iteration 17Q: 3 clusters Score -830487.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -830499.687500 Penalty: 1833.380127
	Iteration 18Q: 3 clusters Score -830499.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -830507.625000 Penalty: 1833.380127
	Iteration 19Q: 3 clusters Score -830507.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -830515.250000 Penalty: 1833.380127
	Iteration 20F: 3 clusters Score -830515.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -830520.125000 Penalty: 1833.380127
	Iteration 21Q: 3 clusters Score -830520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -830522.500000 Penalty: 1833.380127
	Iteration 22Q: 3 clusters Score -830522.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -830524.125000 Penalty: 1833.380127
	Iteration 23Q: 3 clusters Score -830524.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -830529.812500 Penalty: 1833.380127
	Iteration 24Q: 3 clusters Score -830529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -830533.937500 Penalty: 1833.380127
	Iteration 25Q: 3 clusters Score -830533.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -830536.562500 Penalty: 1833.380127
	Iteration 26Q: 3 clusters Score -830536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -830536.812500 Penalty: 1833.380127
	Iteration 27Q: 3 clusters Score -830536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -830539.437500 Penalty: 1833.380127
	Iteration 28Q: 3 clusters Score -830539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -830539.500000 Penalty: 1833.380127
	Iteration 29Q: 3 clusters Score -830539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -830540.187500 Penalty: 1833.380127
	Iteration 30Q: 3 clusters Score -830540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -830541.562500 Penalty: 1833.380127
	Iteration 31Q: 3 clusters Score -830541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -830541.937500 Penalty: 1833.380127
	Iteration 32Q: 3 clusters Score -830541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -830542.187500 Penalty: 1833.380127
	Iteration 33Q: 3 clusters Score -830542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -830542.187500 Penalty: 1833.380127
	Iteration 34F: 3 clusters Score -830542.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -131090.640625 Penalty: 743.132263
	Iteration 0F: 2 clusters Score -131090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -129067.445312 Penalty: 1486.264526
	Iteration 0F: 3 clusters Score -129067.4 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -129679.773438 Penalty: 1486.264526
	Iteration 1F: 3 clusters Score -129679.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -129819.304688 Penalty: 1486.264526
	Iteration 2F: 3 clusters Score -129819.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -129950.671875 Penalty: 1486.264526
	Iteration 3F: 3 clusters Score -129950.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -130064.984375 Penalty: 1486.264526
	Iteration 4Q: 3 clusters Score -130065 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -130170.062500 Penalty: 1486.264526
	Iteration 5F: 3 clusters Score -130170.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -130263.351562 Penalty: 1486.264526
	Iteration 6F: 3 clusters Score -130263.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -130353.640625 Penalty: 1486.264526
	Iteration 7F: 3 clusters Score -130353.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -130433.148438 Penalty: 1486.264526
	Iteration 8Q: 3 clusters Score -130433.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -130498.445312 Penalty: 1486.264526
	Iteration 9Q: 3 clusters Score -130498.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -130552.960938 Penalty: 1486.264526
	Iteration 10Q: 3 clusters Score -130553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -130585.195312 Penalty: 1486.264526
	Iteration 11Q: 3 clusters Score -130585.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -130624.281250 Penalty: 1486.264526
	Iteration 12Q: 3 clusters Score -130624.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -130663.242188 Penalty: 1486.264526
	Iteration 13Q: 3 clusters Score -130663.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -130701.414062 Penalty: 1486.264526
	Iteration 14Q: 3 clusters Score -130701.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -130727.953125 Penalty: 1486.264526
	Iteration 15Q: 3 clusters Score -130728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -130761.273438 Penalty: 1486.264526
	Iteration 16Q: 3 clusters Score -130761.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -130784.992188 Penalty: 1486.264526
	Iteration 17Q: 3 clusters Score -130785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -130798.515625 Penalty: 1486.264526
	Iteration 18Q: 3 clusters Score -130798.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -130810.007812 Penalty: 1486.264526
	Iteration 19Q: 3 clusters Score -130810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -130821.820312 Penalty: 1486.264526
	Iteration 20F: 3 clusters Score -130821.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -130829.132812 Penalty: 1486.264526
	Iteration 21Q: 3 clusters Score -130829.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -130833.960938 Penalty: 1486.264526
	Iteration 22Q: 3 clusters Score -130834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -130842.015625 Penalty: 1486.264526
	Iteration 23Q: 3 clusters Score -130842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -130848.710938 Penalty: 1486.264526
	Iteration 24Q: 3 clusters Score -130848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -130851.804688 Penalty: 1486.264526
	Iteration 25Q: 3 clusters Score -130851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -130852.117188 Penalty: 1486.264526
	Iteration 26Q: 3 clusters Score -130852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -130852.976562 Penalty: 1486.264526
	Iteration 27Q: 3 clusters Score -130853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -130853.976562 Penalty: 1486.264526
	Iteration 28Q: 3 clusters Score -130854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -130857.515625 Penalty: 1486.264526
	Iteration 29Q: 3 clusters Score -130857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -130860.515625 Penalty: 1486.264526
	Iteration 30Q: 3 clusters Score -130860.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -130861.718750 Penalty: 1486.264526
	Iteration 31Q: 3 clusters Score -130861.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -130864.046875 Penalty: 1486.264526
	Iteration 32Q: 3 clusters Score -130864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -130865.226562 Penalty: 1486.264526
	Iteration 33Q: 3 clusters Score -130865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -130866.054688 Penalty: 1486.264526
	Iteration 34Q: 3 clusters Score -130866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -130867.367188 Penalty: 1486.264526
	Iteration 35Q: 3 clusters Score -130867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -130868.406250 Penalty: 1486.264526
	Iteration 36Q: 3 clusters Score -130868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -130869.328125 Penalty: 1486.264526
	Iteration 37Q: 3 clusters Score -130869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -130870.226562 Penalty: 1486.264526
	Iteration 38Q: 3 clusters Score -130870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -130870.226562 Penalty: 1486.264526
	Iteration 39F: 3 clusters Score -130870.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Entering Unmasked Estep 
Score: -650390.687500 Penalty: 894.918579
	Iteration 0F: 2 clusters Score -650390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -641976.562500 Penalty: 1789.837158
	Iteration 0F: 3 clusters Score -641976.6 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -645087.187500 Penalty: 1789.837158
	Iteration 1F: 3 clusters Score -645087.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -645321.437500 Penalty: 1789.837158
	Iteration 2F: 3 clusters Score -645321.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -645544.750000 Penalty: 1789.837158
	Iteration 3Q: 3 clusters Score -645544.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -645771.250000 Penalty: 1789.837158
	Iteration 4Q: 3 clusters Score -645771.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -645986.375000 Penalty: 1789.837158
	Iteration 5Q: 3 clusters Score -645986.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -646150.500000 Penalty: 1789.837158
	Iteration 6Q: 3 clusters Score -646150.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -646277.125000 Penalty: 1789.837158
	Iteration 7Q: 3 clusters Score -646277.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -646386.000000 Penalty: 1789.837158
	Iteration 8Q: 3 clusters Score -646386 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -646482.000000 Penalty: 1789.837158
	Iteration 9Q: 3 clusters Score -646482 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -646564.437500 Penalty: 1789.837158
	Iteration 10Q: 3 clusters Score -646564.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -646643.750000 Penalty: 1789.837158
	Iteration 11Q: 3 clusters Score -646643.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -646717.125000 Penalty: 1789.837158
	Iteration 12Q: 3 clusters Score -646717.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -646776.562500 Penalty: 1789.837158
	Iteration 13Q: 3 clusters Score -646776.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -646831.625000 Penalty: 1789.837158
	Iteration 14Q: 3 clusters Score -646831.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -646877.937500 Penalty: 1789.837158
	Iteration 15Q: 3 clusters Score -646877.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -646917.625000 Penalty: 1789.837158
	Iteration 16Q: 3 clusters Score -646917.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -646951.562500 Penalty: 1789.837158
	Iteration 17Q: 3 clusters Score -646951.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -646980.625000 Penalty: 1789.837158
	Iteration 18Q: 3 clusters Score -646980.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -647012.250000 Penalty: 1789.837158
	Iteration 19Q: 3 clusters Score -647012.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -647041.937500 Penalty: 1789.837158
	Iteration 20F: 3 clusters Score -647041.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -647070.375000 Penalty: 1789.837158
	Iteration 21Q: 3 clusters Score -647070.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -647099.750000 Penalty: 1789.837158
	Iteration 22Q: 3 clusters Score -647099.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -647130.687500 Penalty: 1789.837158
	Iteration 23Q: 3 clusters Score -647130.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -647171.437500 Penalty: 1789.837158
	Iteration 24Q: 3 clusters Score -647171.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -647219.562500 Penalty: 1789.837158
	Iteration 25Q: 3 clusters Score -647219.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -647277.500000 Penalty: 1789.837158
	Iteration 26Q: 3 clusters Score -647277.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -647363.687500 Penalty: 1789.837158
	Iteration 27Q: 3 clusters Score -647363.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -647490.375000 Penalty: 1789.837158
	Iteration 28Q: 3 clusters Score -647490.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -647641.187500 Penalty: 1789.837158
	Iteration 29Q: 3 clusters Score -647641.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -647787.125000 Penalty: 1789.837158
	Iteration 30Q: 3 clusters Score -647787.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -647914.750000 Penalty: 1789.837158
	Iteration 31Q: 3 clusters Score -647914.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -648035.937500 Penalty: 1789.837158
	Iteration 32Q: 3 clusters Score -648035.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -648144.750000 Penalty: 1789.837158
	Iteration 33Q: 3 clusters Score -648144.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -648222.375000 Penalty: 1789.837158
	Iteration 34Q: 3 clusters Score -648222.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -648310.000000 Penalty: 1789.837158
	Iteration 35Q: 3 clusters Score -648310 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -648405.312500 Penalty: 1789.837158
	Iteration 36Q: 3 clusters Score -648405.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -648481.562500 Penalty: 1789.837158
	Iteration 37Q: 3 clusters Score -648481.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -648539.375000 Penalty: 1789.837158
	Iteration 38Q: 3 clusters Score -648539.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -648580.750000 Penalty: 1789.837158
	Iteration 39Q: 3 clusters Score -648580.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -648622.625000 Penalty: 1789.837158
	Iteration 40F: 3 clusters Score -648622.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -648661.687500 Penalty: 1789.837158
	Iteration 41Q: 3 clusters Score -648661.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -648695.625000 Penalty: 1789.837158
	Iteration 42Q: 3 clusters Score -648695.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -648723.875000 Penalty: 1789.837158
	Iteration 43Q: 3 clusters Score -648723.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -648760.375000 Penalty: 1789.837158
	Iteration 44Q: 3 clusters Score -648760.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -648789.562500 Penalty: 1789.837158
	Iteration 45Q: 3 clusters Score -648789.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -648808.312500 Penalty: 1789.837158
	Iteration 46Q: 3 clusters Score -648808.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -648831.062500 Penalty: 1789.837158
	Iteration 47Q: 3 clusters Score -648831.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -648852.062500 Penalty: 1789.837158
	Iteration 48Q: 3 clusters Score -648852.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -648868.500000 Penalty: 1789.837158
	Iteration 49Q: 3 clusters Score -648868.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -648889.812500 Penalty: 1789.837158
	Iteration 50Q: 3 clusters Score -648889.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -648911.500000 Penalty: 1789.837158
	Iteration 51Q: 3 clusters Score -648911.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -648938.500000 Penalty: 1789.837158
	Iteration 52Q: 3 clusters Score -648938.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -648960.500000 Penalty: 1789.837158
	Iteration 53Q: 3 clusters Score -648960.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -648990.125000 Penalty: 1789.837158
	Iteration 54Q: 3 clusters Score -648990.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -649021.187500 Penalty: 1789.837158
	Iteration 55Q: 3 clusters Score -649021.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -649058.375000 Penalty: 1789.837158
	Iteration 56Q: 3 clusters Score -649058.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -649096.687500 Penalty: 1789.837158
	Iteration 57Q: 3 clusters Score -649096.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -649139.312500 Penalty: 1789.837158
	Iteration 58Q: 3 clusters Score -649139.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -649186.375000 Penalty: 1789.837158
	Iteration 59Q: 3 clusters Score -649186.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -649227.437500 Penalty: 1789.837158
	Iteration 60F: 3 clusters Score -649227.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -649266.750000 Penalty: 1789.837158
	Iteration 61Q: 3 clusters Score -649266.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -649304.875000 Penalty: 1789.837158
	Iteration 62Q: 3 clusters Score -649304.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -649350.500000 Penalty: 1789.837158
	Iteration 63Q: 3 clusters Score -649350.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -649397.937500 Penalty: 1789.837158
	Iteration 64Q: 3 clusters Score -649397.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -649449.812500 Penalty: 1789.837158
	Iteration 65Q: 3 clusters Score -649449.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -649484.750000 Penalty: 1789.837158
	Iteration 66Q: 3 clusters Score -649484.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -649509.187500 Penalty: 1789.837158
	Iteration 67Q: 3 clusters Score -649509.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -649534.812500 Penalty: 1789.837158
	Iteration 68Q: 3 clusters Score -649534.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -649555.312500 Penalty: 1789.837158
	Iteration 69Q: 3 clusters Score -649555.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -649569.312500 Penalty: 1789.837158
	Iteration 70Q: 3 clusters Score -649569.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -649579.250000 Penalty: 1789.837158
	Iteration 71Q: 3 clusters Score -649579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -649586.000000 Penalty: 1789.837158
	Iteration 72Q: 3 clusters Score -649586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -649588.250000 Penalty: 1789.837158
	Iteration 73Q: 3 clusters Score -649588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -649590.500000 Penalty: 1789.837158
	Iteration 74Q: 3 clusters Score -649590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -649594.375000 Penalty: 1789.837158
	Iteration 75Q: 3 clusters Score -649594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -649594.875000 Penalty: 1789.837158
	Iteration 76Q: 3 clusters Score -649594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -649596.000000 Penalty: 1789.837158
	Iteration 77Q: 3 clusters Score -649596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -649596.375000 Penalty: 1789.837158
	Iteration 78Q: 3 clusters Score -649596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -649598.875000 Penalty: 1789.837158
	Iteration 79Q: 3 clusters Score -649598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -649599.500000 Penalty: 1789.837158
	Iteration 80F: 3 clusters Score -649599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -649601.562500 Penalty: 1789.837158
	Iteration 81Q: 3 clusters Score -649601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -649603.750000 Penalty: 1789.837158
	Iteration 82Q: 3 clusters Score -649603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -649604.500000 Penalty: 1789.837158
	Iteration 83Q: 3 clusters Score -649604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -649606.000000 Penalty: 1789.837158
	Iteration 84Q: 3 clusters Score -649606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -649608.187500 Penalty: 1789.837158
	Iteration 85Q: 3 clusters Score -649608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -649613.500000 Penalty: 1789.837158
	Iteration 86Q: 3 clusters Score -649613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -649617.750000 Penalty: 1789.837158
	Iteration 87Q: 3 clusters Score -649617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -649621.187500 Penalty: 1789.837158
	Iteration 88Q: 3 clusters Score -649621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -649622.625000 Penalty: 1789.837158
	Iteration 89Q: 3 clusters Score -649622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -649624.437500 Penalty: 1789.837158
	Iteration 90Q: 3 clusters Score -649624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -649624.875000 Penalty: 1789.837158
	Iteration 91Q: 3 clusters Score -649624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -649624.875000 Penalty: 1789.837158
	Iteration 92F: 3 clusters Score -649624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Entering Unmasked Estep 
Score: -1401368.250000 Penalty: 966.874695
	Iteration 0F: 2 clusters Score -1401368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1383673.000000 Penalty: 1933.749390
	Iteration 0F: 3 clusters Score -1383673 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1391193.875000 Penalty: 1933.749390
	Iteration 1F: 3 clusters Score -1391194 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1391859.125000 Penalty: 1933.749390
	Iteration 2F: 3 clusters Score -1391859 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1392490.125000 Penalty: 1933.749390
	Iteration 3F: 3 clusters Score -1392490 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1393069.500000 Penalty: 1933.749390
	Iteration 4F: 3 clusters Score -1393070 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1393621.125000 Penalty: 1933.749390
	Iteration 5F: 3 clusters Score -1393621 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1394132.000000 Penalty: 1933.749390
	Iteration 6Q: 3 clusters Score -1394132 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1394617.250000 Penalty: 1933.749390
	Iteration 7Q: 3 clusters Score -1394617 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1395096.625000 Penalty: 1933.749390
	Iteration 8Q: 3 clusters Score -1395097 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1395619.125000 Penalty: 1933.749390
	Iteration 9Q: 3 clusters Score -1395619 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1396246.875000 Penalty: 1933.749390
	Iteration 10Q: 3 clusters Score -1396247 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1396785.375000 Penalty: 1933.749390
	Iteration 11Q: 3 clusters Score -1396785 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1397277.000000 Penalty: 1933.749390
	Iteration 12Q: 3 clusters Score -1397277 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1397794.125000 Penalty: 1933.749390
	Iteration 13Q: 3 clusters Score -1397794 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1398329.750000 Penalty: 1933.749390
	Iteration 14Q: 3 clusters Score -1398330 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1398771.500000 Penalty: 1933.749390
	Iteration 15Q: 3 clusters Score -1398772 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1399073.875000 Penalty: 1933.749390
	Iteration 16Q: 3 clusters Score -1399074 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1399260.000000 Penalty: 1933.749390
	Iteration 17Q: 3 clusters Score -1399260 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1399364.375000 Penalty: 1933.749390
	Iteration 18Q: 3 clusters Score -1399364 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1399418.625000 Penalty: 1933.749390
	Iteration 19Q: 3 clusters Score -1399419 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1399465.750000 Penalty: 1933.749390
	Iteration 20F: 3 clusters Score -1399466 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1399499.625000 Penalty: 1933.749390
	Iteration 21Q: 3 clusters Score -1399500 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1399529.750000 Penalty: 1933.749390
	Iteration 22Q: 3 clusters Score -1399530 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1399546.625000 Penalty: 1933.749390
	Iteration 23Q: 3 clusters Score -1399547 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1399563.875000 Penalty: 1933.749390
	Iteration 24Q: 3 clusters Score -1399564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1399582.500000 Penalty: 1933.749390
	Iteration 25Q: 3 clusters Score -1399582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1399589.875000 Penalty: 1933.749390
	Iteration 26Q: 3 clusters Score -1399590 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1399602.375000 Penalty: 1933.749390
	Iteration 27Q: 3 clusters Score -1399602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1399610.000000 Penalty: 1933.749390
	Iteration 28Q: 3 clusters Score -1399610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1399619.125000 Penalty: 1933.749390
	Iteration 29Q: 3 clusters Score -1399619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1399628.250000 Penalty: 1933.749390
	Iteration 30Q: 3 clusters Score -1399628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1399631.500000 Penalty: 1933.749390
	Iteration 31Q: 3 clusters Score -1399632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1399640.000000 Penalty: 1933.749390
	Iteration 32Q: 3 clusters Score -1399640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1399647.000000 Penalty: 1933.749390
	Iteration 33Q: 3 clusters Score -1399647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1399659.250000 Penalty: 1933.749390
	Iteration 34Q: 3 clusters Score -1399659 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1399667.125000 Penalty: 1933.749390
	Iteration 35Q: 3 clusters Score -1399667 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1399684.000000 Penalty: 1933.749390
	Iteration 36Q: 3 clusters Score -1399684 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1399690.500000 Penalty: 1933.749390
	Iteration 37Q: 3 clusters Score -1399690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1399698.375000 Penalty: 1933.749390
	Iteration 38Q: 3 clusters Score -1399698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1399717.500000 Penalty: 1933.749390
	Iteration 39Q: 3 clusters Score -1399718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1399720.125000 Penalty: 1933.749390
	Iteration 40F: 3 clusters Score -1399720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1399728.500000 Penalty: 1933.749390
	Iteration 41Q: 3 clusters Score -1399728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1399736.125000 Penalty: 1933.749390
	Iteration 42Q: 3 clusters Score -1399736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1399744.000000 Penalty: 1933.749390
	Iteration 43Q: 3 clusters Score -1399744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1399753.625000 Penalty: 1933.749390
	Iteration 44Q: 3 clusters Score -1399754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1399755.125000 Penalty: 1933.749390
	Iteration 45Q: 3 clusters Score -1399755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1399767.375000 Penalty: 1933.749390
	Iteration 46Q: 3 clusters Score -1399767 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1399773.250000 Penalty: 1933.749390
	Iteration 47Q: 3 clusters Score -1399773 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1399788.750000 Penalty: 1933.749390
	Iteration 48Q: 3 clusters Score -1399789 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1399805.000000 Penalty: 1933.749390
	Iteration 49Q: 3 clusters Score -1399805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1399820.125000 Penalty: 1933.749390
	Iteration 50Q: 3 clusters Score -1399820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1399834.375000 Penalty: 1933.749390
	Iteration 51Q: 3 clusters Score -1399834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1399839.750000 Penalty: 1933.749390
	Iteration 52Q: 3 clusters Score -1399840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1399847.625000 Penalty: 1933.749390
	Iteration 53Q: 3 clusters Score -1399848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1399853.500000 Penalty: 1933.749390
	Iteration 54Q: 3 clusters Score -1399854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1399858.625000 Penalty: 1933.749390
	Iteration 55Q: 3 clusters Score -1399859 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1399868.375000 Penalty: 1933.749390
	Iteration 56Q: 3 clusters Score -1399868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1399877.375000 Penalty: 1933.749390
	Iteration 57Q: 3 clusters Score -1399877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1399888.125000 Penalty: 1933.749390
	Iteration 58Q: 3 clusters Score -1399888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1399892.000000 Penalty: 1933.749390
	Iteration 59Q: 3 clusters Score -1399892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1399902.125000 Penalty: 1933.749390
	Iteration 60F: 3 clusters Score -1399902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1399907.375000 Penalty: 1933.749390
	Iteration 61Q: 3 clusters Score -1399907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1399908.625000 Penalty: 1933.749390
	Iteration 62Q: 3 clusters Score -1399909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1399913.500000 Penalty: 1933.749390
	Iteration 63Q: 3 clusters Score -1399914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1399914.250000 Penalty: 1933.749390
	Iteration 64Q: 3 clusters Score -1399914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1399920.875000 Penalty: 1933.749390
	Iteration 65Q: 3 clusters Score -1399921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1399921.625000 Penalty: 1933.749390
	Iteration 66Q: 3 clusters Score -1399922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1399924.625000 Penalty: 1933.749390
	Iteration 67Q: 3 clusters Score -1399925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1399928.625000 Penalty: 1933.749390
	Iteration 68Q: 3 clusters Score -1399929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1399934.250000 Penalty: 1933.749390
	Iteration 69Q: 3 clusters Score -1399934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1399937.125000 Penalty: 1933.749390
	Iteration 70Q: 3 clusters Score -1399937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1399939.875000 Penalty: 1933.749390
	Iteration 71Q: 3 clusters Score -1399940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1399940.750000 Penalty: 1933.749390
	Iteration 72Q: 3 clusters Score -1399941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1399945.500000 Penalty: 1933.749390
	Iteration 73Q: 3 clusters Score -1399946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1399946.500000 Penalty: 1933.749390
	Iteration 74Q: 3 clusters Score -1399946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1399947.125000 Penalty: 1933.749390
	Iteration 75Q: 3 clusters Score -1399947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1399947.625000 Penalty: 1933.749390
	Iteration 76Q: 3 clusters Score -1399948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1399947.375000 Penalty: 1933.749390
	Iteration 77Q: 3 clusters Score -1399947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1399946.750000 Penalty: 1933.749390
	Iteration 78Q: 3 clusters Score -1399947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1399949.875000 Penalty: 1933.749390
	Iteration 79Q: 3 clusters Score -1399950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1399949.750000 Penalty: 1933.749390
	Iteration 80F: 3 clusters Score -1399950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1399955.500000 Penalty: 1933.749390
	Iteration 81Q: 3 clusters Score -1399956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1399959.000000 Penalty: 1933.749390
	Iteration 82Q: 3 clusters Score -1399959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1399959.125000 Penalty: 1933.749390
	Iteration 83Q: 3 clusters Score -1399959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1399960.750000 Penalty: 1933.749390
	Iteration 84Q: 3 clusters Score -1399961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1399958.125000 Penalty: 1933.749390
	Iteration 85Q: 3 clusters Score -1399958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1399958.625000 Penalty: 1933.749390
	Iteration 86Q: 3 clusters Score -1399959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1399959.375000 Penalty: 1933.749390
	Iteration 87Q: 3 clusters Score -1399959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1399961.750000 Penalty: 1933.749390
	Iteration 88Q: 3 clusters Score -1399962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1399961.250000 Penalty: 1933.749390
	Iteration 89Q: 3 clusters Score -1399961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1399962.625000 Penalty: 1933.749390
	Iteration 90Q: 3 clusters Score -1399963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1399963.875000 Penalty: 1933.749390
	Iteration 91Q: 3 clusters Score -1399964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1399964.000000 Penalty: 1933.749390
	Iteration 92Q: 3 clusters Score -1399964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1399963.750000 Penalty: 1933.749390
	Iteration 93Q: 3 clusters Score -1399964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1399964.625000 Penalty: 1933.749390
	Iteration 94Q: 3 clusters Score -1399965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1399961.875000 Penalty: 1933.749390
	Iteration 95Q: 3 clusters Score -1399962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1399962.125000 Penalty: 1933.749390
	Iteration 96Q: 3 clusters Score -1399962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1399962.500000 Penalty: 1933.749390
	Iteration 97Q: 3 clusters Score -1399962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1399962.500000 Penalty: 1933.749390
	Iteration 98F: 3 clusters Score -1399962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (273614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273614 members 
Entering Unmasked Estep 
Score: -15282677.000000 Penalty: 1189.349976
	Iteration 0F: 2 clusters Score -1.528268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136791 members 
Mstep: Class 2 contains 136823 members 
Entering Unmasked Estep 
Score: -15100845.000000 Penalty: 2378.699951
	Iteration 0F: 3 clusters Score -1.510084e+07 nChanged 134176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127093 members 
Mstep: Class 2 contains 146521 members 
Entering Unmasked Estep 
Score: -15187387.000000 Penalty: 2378.699951
	Iteration 1F: 3 clusters Score -1.518739e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121013 members 
Mstep: Class 2 contains 152601 members 
Entering Unmasked Estep 
Score: -15193376.000000 Penalty: 2378.699951
	Iteration 2F: 3 clusters Score -1.519338e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113531 members 
Mstep: Class 2 contains 160083 members 
Entering Unmasked Estep 
Score: -15201631.000000 Penalty: 2378.699951
	Iteration 3F: 3 clusters Score -1.520163e+07 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -15210038.000000 Penalty: 2378.699951
	Iteration 4F: 3 clusters Score -1.521004e+07 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 174119 members 
Entering Unmasked Estep 
Score: -15217506.000000 Penalty: 2378.699951
	Iteration 5F: 3 clusters Score -1.521751e+07 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 179350 members 
Entering Unmasked Estep 
Score: -15223215.000000 Penalty: 2378.699951
	Iteration 6Q: 3 clusters Score -1.522322e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 183332 members 
Entering Unmasked Estep 
Score: -15227287.000000 Penalty: 2378.699951
	Iteration 7Q: 3 clusters Score -1.522729e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 186616 members 
Entering Unmasked Estep 
Score: -15231250.000000 Penalty: 2378.699951
	Iteration 8Q: 3 clusters Score -1.523125e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 189868 members 
Entering Unmasked Estep 
Score: -15236141.000000 Penalty: 2378.699951
	Iteration 9Q: 3 clusters Score -1.523614e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 193126 members 
Entering Unmasked Estep 
Score: -15243028.000000 Penalty: 2378.699951
	Iteration 10Q: 3 clusters Score -1.524303e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 196420 members 
Entering Unmasked Estep 
Score: -15250951.000000 Penalty: 2378.699951
	Iteration 11Q: 3 clusters Score -1.525095e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 199325 members 
Entering Unmasked Estep 
Score: -15256764.000000 Penalty: 2378.699951
	Iteration 12Q: 3 clusters Score -1.525676e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 202211 members 
Entering Unmasked Estep 
Score: -15259604.000000 Penalty: 2378.699951
	Iteration 13Q: 3 clusters Score -1.52596e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 205224 members 
Entering Unmasked Estep 
Score: -15261316.000000 Penalty: 2378.699951
	Iteration 14Q: 3 clusters Score -1.526132e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 208247 members 
Entering Unmasked Estep 
Score: -15262659.000000 Penalty: 2378.699951
	Iteration 15Q: 3 clusters Score -1.526266e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 211105 members 
Entering Unmasked Estep 
Score: -15263781.000000 Penalty: 2378.699951
	Iteration 16Q: 3 clusters Score -1.526378e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 213855 members 
Entering Unmasked Estep 
Score: -15264743.000000 Penalty: 2378.699951
	Iteration 17Q: 3 clusters Score -1.526474e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 216568 members 
Entering Unmasked Estep 
Score: -15265580.000000 Penalty: 2378.699951
	Iteration 18Q: 3 clusters Score -1.526558e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 219197 members 
Entering Unmasked Estep 
Score: -15266296.000000 Penalty: 2378.699951
	Iteration 19Q: 3 clusters Score -1.52663e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 221823 members 
Entering Unmasked Estep 
Score: -15266949.000000 Penalty: 2378.699951
	Iteration 20F: 3 clusters Score -1.526695e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 224412 members 
Entering Unmasked Estep 
Score: -15267719.000000 Penalty: 2378.699951
	Iteration 21Q: 3 clusters Score -1.526772e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 226989 members 
Entering Unmasked Estep 
Score: -15268491.000000 Penalty: 2378.699951
	Iteration 22Q: 3 clusters Score -1.526849e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 229499 members 
Entering Unmasked Estep 
Score: -15269004.000000 Penalty: 2378.699951
	Iteration 23Q: 3 clusters Score -1.5269e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 231964 members 
Entering Unmasked Estep 
Score: -15269591.000000 Penalty: 2378.699951
	Iteration 24Q: 3 clusters Score -1.526959e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 234321 members 
Entering Unmasked Estep 
Score: -15270222.000000 Penalty: 2378.699951
	Iteration 25Q: 3 clusters Score -1.527022e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 236549 members 
Entering Unmasked Estep 
Score: -15270777.000000 Penalty: 2378.699951
	Iteration 26Q: 3 clusters Score -1.527078e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 238717 members 
Entering Unmasked Estep 
Score: -15271280.000000 Penalty: 2378.699951
	Iteration 27Q: 3 clusters Score -1.527128e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 240902 members 
Entering Unmasked Estep 
Score: -15271860.000000 Penalty: 2378.699951
	Iteration 28Q: 3 clusters Score -1.527186e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 243048 members 
Entering Unmasked Estep 
Score: -15272521.000000 Penalty: 2378.699951
	Iteration 29Q: 3 clusters Score -1.527252e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 245170 members 
Entering Unmasked Estep 
Score: -15273133.000000 Penalty: 2378.699951
	Iteration 30Q: 3 clusters Score -1.527313e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 247194 members 
Entering Unmasked Estep 
Score: -15273717.000000 Penalty: 2378.699951
	Iteration 31Q: 3 clusters Score -1.527372e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 249139 members 
Entering Unmasked Estep 
Score: -15274205.000000 Penalty: 2378.699951
	Iteration 32Q: 3 clusters Score -1.52742e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 251054 members 
Entering Unmasked Estep 
Score: -15274786.000000 Penalty: 2378.699951
	Iteration 33Q: 3 clusters Score -1.527479e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 252908 members 
Entering Unmasked Estep 
Score: -15275334.000000 Penalty: 2378.699951
	Iteration 34Q: 3 clusters Score -1.527533e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 254703 members 
Entering Unmasked Estep 
Score: -15275992.000000 Penalty: 2378.699951
	Iteration 35Q: 3 clusters Score -1.527599e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 256443 members 
Entering Unmasked Estep 
Score: -15276598.000000 Penalty: 2378.699951
	Iteration 36Q: 3 clusters Score -1.52766e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 258068 members 
Entering Unmasked Estep 
Score: -15277211.000000 Penalty: 2378.699951
	Iteration 37Q: 3 clusters Score -1.527721e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 259573 members 
Entering Unmasked Estep 
Score: -15277638.000000 Penalty: 2378.699951
	Iteration 38Q: 3 clusters Score -1.527764e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 260971 members 
Entering Unmasked Estep 
Score: -15278083.000000 Penalty: 2378.699951
	Iteration 39Q: 3 clusters Score -1.527808e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 262257 members 
Entering Unmasked Estep 
Score: -15278387.000000 Penalty: 2378.699951
	Iteration 40F: 3 clusters Score -1.527839e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 263410 members 
Entering Unmasked Estep 
Score: -15278733.000000 Penalty: 2378.699951
	Iteration 41Q: 3 clusters Score -1.527873e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 264485 members 
Entering Unmasked Estep 
Score: -15279233.000000 Penalty: 2378.699951
	Iteration 42Q: 3 clusters Score -1.527923e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 265490 members 
Entering Unmasked Estep 
Score: -15279702.000000 Penalty: 2378.699951
	Iteration 43Q: 3 clusters Score -1.52797e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 266364 members 
Entering Unmasked Estep 
Score: -15280155.000000 Penalty: 2378.699951
	Iteration 44Q: 3 clusters Score -1.528016e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 267153 members 
Entering Unmasked Estep 
Score: -15280388.000000 Penalty: 2378.699951
	Iteration 45Q: 3 clusters Score -1.528039e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 267869 members 
Entering Unmasked Estep 
Score: -15280669.000000 Penalty: 2378.699951
	Iteration 46Q: 3 clusters Score -1.528067e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 268486 members 
Entering Unmasked Estep 
Score: -15280882.000000 Penalty: 2378.699951
	Iteration 47Q: 3 clusters Score -1.528088e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 268981 members 
Entering Unmasked Estep 
Score: -15281015.000000 Penalty: 2378.699951
	Iteration 48Q: 3 clusters Score -1.528102e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 269436 members 
Entering Unmasked Estep 
Score: -15281196.000000 Penalty: 2378.699951
	Iteration 49Q: 3 clusters Score -1.52812e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 269797 members 
Entering Unmasked Estep 
Score: -15281299.000000 Penalty: 2378.699951
	Iteration 50Q: 3 clusters Score -1.52813e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 270122 members 
Entering Unmasked Estep 
Score: -15281364.000000 Penalty: 2378.699951
	Iteration 51Q: 3 clusters Score -1.528136e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 270382 members 
Entering Unmasked Estep 
Score: -15281413.000000 Penalty: 2378.699951
	Iteration 52Q: 3 clusters Score -1.528141e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 270638 members 
Entering Unmasked Estep 
Score: -15281508.000000 Penalty: 2378.699951
	Iteration 53Q: 3 clusters Score -1.528151e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 270840 members 
Entering Unmasked Estep 
Score: -15281596.000000 Penalty: 2378.699951
	Iteration 54Q: 3 clusters Score -1.52816e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 271015 members 
Entering Unmasked Estep 
Score: -15281587.000000 Penalty: 2378.699951
	Iteration 55Q: 3 clusters Score -1.528159e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 271157 members 
Entering Unmasked Estep 
Score: -15281618.000000 Penalty: 2378.699951
	Iteration 56Q: 3 clusters Score -1.528162e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 271301 members 
Entering Unmasked Estep 
Score: -15281684.000000 Penalty: 2378.699951
	Iteration 57Q: 3 clusters Score -1.528168e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 271425 members 
Entering Unmasked Estep 
Score: -15281719.000000 Penalty: 2378.699951
	Iteration 58Q: 3 clusters Score -1.528172e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 271526 members 
Entering Unmasked Estep 
Score: -15281741.000000 Penalty: 2378.699951
	Iteration 59Q: 3 clusters Score -1.528174e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 271612 members 
Entering Unmasked Estep 
Score: -15281751.000000 Penalty: 2378.699951
	Iteration 60F: 3 clusters Score -1.528175e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 271694 members 
Entering Unmasked Estep 
Score: -15281778.000000 Penalty: 2378.699951
	Iteration 61Q: 3 clusters Score -1.528178e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 271769 members 
Entering Unmasked Estep 
Score: -15281758.000000 Penalty: 2378.699951
	Iteration 62Q: 3 clusters Score -1.528176e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 271813 members 
Entering Unmasked Estep 
Score: -15281773.000000 Penalty: 2378.699951
	Iteration 63Q: 3 clusters Score -1.528177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 271854 members 
Entering Unmasked Estep 
Score: -15281785.000000 Penalty: 2378.699951
	Iteration 64Q: 3 clusters Score -1.528178e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 271899 members 
Entering Unmasked Estep 
Score: -15281794.000000 Penalty: 2378.699951
	Iteration 65Q: 3 clusters Score -1.528179e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 271940 members 
Entering Unmasked Estep 
Score: -15281814.000000 Penalty: 2378.699951
	Iteration 66Q: 3 clusters Score -1.528181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 271974 members 
Entering Unmasked Estep 
Score: -15281817.000000 Penalty: 2378.699951
	Iteration 67Q: 3 clusters Score -1.528182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 272006 members 
Entering Unmasked Estep 
Score: -15281823.000000 Penalty: 2378.699951
	Iteration 68Q: 3 clusters Score -1.528182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 272030 members 
Entering Unmasked Estep 
Score: -15281823.000000 Penalty: 2378.699951
	Iteration 69Q: 3 clusters Score -1.528182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 272061 members 
Entering Unmasked Estep 
Score: -15281835.000000 Penalty: 2378.699951
	Iteration 70Q: 3 clusters Score -1.528184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 272086 members 
Entering Unmasked Estep 
Score: -15281860.000000 Penalty: 2378.699951
	Iteration 71Q: 3 clusters Score -1.528186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 272112 members 
Entering Unmasked Estep 
Score: -15281856.000000 Penalty: 2378.699951
	Iteration 72Q: 3 clusters Score -1.528186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 272144 members 
Entering Unmasked Estep 
Score: -15281870.000000 Penalty: 2378.699951
	Iteration 73Q: 3 clusters Score -1.528187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 272170 members 
Entering Unmasked Estep 
Score: -15281876.000000 Penalty: 2378.699951
	Iteration 74Q: 3 clusters Score -1.528188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 272200 members 
Entering Unmasked Estep 
Score: -15281885.000000 Penalty: 2378.699951
	Iteration 75Q: 3 clusters Score -1.528188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 272222 members 
Entering Unmasked Estep 
Score: -15281898.000000 Penalty: 2378.699951
	Iteration 76Q: 3 clusters Score -1.52819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 272244 members 
Entering Unmasked Estep 
Score: -15281907.000000 Penalty: 2378.699951
	Iteration 77Q: 3 clusters Score -1.528191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 272262 members 
Entering Unmasked Estep 
Score: -15281911.000000 Penalty: 2378.699951
	Iteration 78Q: 3 clusters Score -1.528191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 272275 members 
Entering Unmasked Estep 
Score: -15281904.000000 Penalty: 2378.699951
	Iteration 79Q: 3 clusters Score -1.52819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 272282 members 
Entering Unmasked Estep 
Score: -15281915.000000 Penalty: 2378.699951
	Iteration 80F: 3 clusters Score -1.528192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 272291 members 
Entering Unmasked Estep 
Score: -15281907.000000 Penalty: 2378.699951
	Iteration 81Q: 3 clusters Score -1.528191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 272301 members 
Entering Unmasked Estep 
Score: -15281909.000000 Penalty: 2378.699951
	Iteration 82Q: 3 clusters Score -1.528191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 272312 members 
Entering Unmasked Estep 
Score: -15281915.000000 Penalty: 2378.699951
	Iteration 83Q: 3 clusters Score -1.528192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 272321 members 
Entering Unmasked Estep 
Score: -15281923.000000 Penalty: 2378.699951
	Iteration 84Q: 3 clusters Score -1.528192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 272325 members 
Entering Unmasked Estep 
Score: -15281911.000000 Penalty: 2378.699951
	Iteration 85Q: 3 clusters Score -1.528191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 272331 members 
Entering Unmasked Estep 
Score: -15281915.000000 Penalty: 2378.699951
	Iteration 86Q: 3 clusters Score -1.528192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 272336 members 
Entering Unmasked Estep 
Score: -15281914.000000 Penalty: 2378.699951
	Iteration 87Q: 3 clusters Score -1.528191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 272338 members 
Entering Unmasked Estep 
Score: -15281910.000000 Penalty: 2378.699951
	Iteration 88Q: 3 clusters Score -1.528191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 272341 members 
Entering Unmasked Estep 
Score: -15281911.000000 Penalty: 2378.699951
	Iteration 89Q: 3 clusters Score -1.528191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 272347 members 
Entering Unmasked Estep 
Score: -15281906.000000 Penalty: 2378.699951
	Iteration 90Q: 3 clusters Score -1.528191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 272352 members 
Entering Unmasked Estep 
Score: -15281909.000000 Penalty: 2378.699951
	Iteration 91Q: 3 clusters Score -1.528191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 272354 members 
Entering Unmasked Estep 
Score: -15281903.000000 Penalty: 2378.699951
	Iteration 92Q: 3 clusters Score -1.52819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 272356 members 
Entering Unmasked Estep 
Score: -15281903.000000 Penalty: 2378.699951
	Iteration 93Q: 3 clusters Score -1.52819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 272358 members 
Entering Unmasked Estep 
Score: -15281902.000000 Penalty: 2378.699951
	Iteration 94Q: 3 clusters Score -1.52819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 272360 members 
Entering Unmasked Estep 
Score: -15281918.000000 Penalty: 2378.699951
	Iteration 95Q: 3 clusters Score -1.528192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 272359 members 
Entering Unmasked Estep 
Score: -15281900.000000 Penalty: 2378.699951
	Iteration 96Q: 3 clusters Score -1.52819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 272359 members 
Entering Unmasked Estep 
Score: -15281904.000000 Penalty: 2378.699951
	Iteration 97Q: 3 clusters Score -1.52819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 272360 members 
Entering Unmasked Estep 
Score: -15281899.000000 Penalty: 2378.699951
	Iteration 98Q: 3 clusters Score -1.52819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 272360 members 
Entering Unmasked Estep 
Score: -15281899.000000 Penalty: 2378.699951
	Iteration 99F: 3 clusters Score -1.52819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Entering Unmasked Estep 
Score: -129079.507812 Penalty: 757.939575
	Iteration 0F: 2 clusters Score -129079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -126821.851562 Penalty: 1515.879150
	Iteration 0F: 3 clusters Score -126821.9 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -127558.390625 Penalty: 1515.879150
	Iteration 1F: 3 clusters Score -127558.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -127790.609375 Penalty: 1515.879150
	Iteration 2F: 3 clusters Score -127790.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -127969.070312 Penalty: 1515.879150
	Iteration 3F: 3 clusters Score -127969.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -128091.718750 Penalty: 1515.879150
	Iteration 4F: 3 clusters Score -128091.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -128211.367188 Penalty: 1515.879150
	Iteration 5F: 3 clusters Score -128211.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -128312.304688 Penalty: 1515.879150
	Iteration 6Q: 3 clusters Score -128312.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -128428.109375 Penalty: 1515.879150
	Iteration 7Q: 3 clusters Score -128428.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -128516.578125 Penalty: 1515.879150
	Iteration 8Q: 3 clusters Score -128516.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -128598.578125 Penalty: 1515.879150
	Iteration 9Q: 3 clusters Score -128598.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -128678.125000 Penalty: 1515.879150
	Iteration 10Q: 3 clusters Score -128678.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -128744.585938 Penalty: 1515.879150
	Iteration 11Q: 3 clusters Score -128744.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -128792.750000 Penalty: 1515.879150
	Iteration 12Q: 3 clusters Score -128792.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -128825.304688 Penalty: 1515.879150
	Iteration 13Q: 3 clusters Score -128825.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -128847.148438 Penalty: 1515.879150
	Iteration 14Q: 3 clusters Score -128847.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -128865.875000 Penalty: 1515.879150
	Iteration 15Q: 3 clusters Score -128865.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -128880.101562 Penalty: 1515.879150
	Iteration 16Q: 3 clusters Score -128880.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -128886.968750 Penalty: 1515.879150
	Iteration 17Q: 3 clusters Score -128887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -128890.468750 Penalty: 1515.879150
	Iteration 18Q: 3 clusters Score -128890.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -128895.539062 Penalty: 1515.879150
	Iteration 19Q: 3 clusters Score -128895.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -128898.015625 Penalty: 1515.879150
	Iteration 20F: 3 clusters Score -128898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -128899.328125 Penalty: 1515.879150
	Iteration 21Q: 3 clusters Score -128899.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -128900.156250 Penalty: 1515.879150
	Iteration 22Q: 3 clusters Score -128900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -128900.312500 Penalty: 1515.879150
	Iteration 23Q: 3 clusters Score -128900.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -128900.312500 Penalty: 1515.879150
	Iteration 24F: 3 clusters Score -128900.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (80038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Entering Unmasked Estep 
Score: -4344708.500000 Penalty: 1072.574341
	Iteration 0F: 2 clusters Score -4344708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4290717.500000 Penalty: 2145.148682
	Iteration 0F: 3 clusters Score -4290718 nChanged 38679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -4313281.000000 Penalty: 2145.148682
	Iteration 1F: 3 clusters Score -4313281 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -4314024.000000 Penalty: 2145.148682
	Iteration 2Q: 3 clusters Score -4314024 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4314947.500000 Penalty: 2145.148682
	Iteration 3Q: 3 clusters Score -4314948 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -4316439.500000 Penalty: 2145.148682
	Iteration 4Q: 3 clusters Score -4316440 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -4318680.500000 Penalty: 2145.148682
	Iteration 5F: 3 clusters Score -4318680 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -4321666.500000 Penalty: 2145.148682
	Iteration 6F: 3 clusters Score -4321666 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -4324456.500000 Penalty: 2145.148682
	Iteration 7F: 3 clusters Score -4324456 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -4326509.500000 Penalty: 2145.148682
	Iteration 8F: 3 clusters Score -4326510 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -4327940.500000 Penalty: 2145.148682
	Iteration 9Q: 3 clusters Score -4327940 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -4329057.000000 Penalty: 2145.148682
	Iteration 10Q: 3 clusters Score -4329057 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -4330189.000000 Penalty: 2145.148682
	Iteration 11Q: 3 clusters Score -4330189 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -4331480.000000 Penalty: 2145.148682
	Iteration 12Q: 3 clusters Score -4331480 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -4333121.500000 Penalty: 2145.148682
	Iteration 13Q: 3 clusters Score -4333122 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -4335134.000000 Penalty: 2145.148682
	Iteration 14Q: 3 clusters Score -4335134 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -4337315.500000 Penalty: 2145.148682
	Iteration 15Q: 3 clusters Score -4337316 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -4339510.500000 Penalty: 2145.148682
	Iteration 16Q: 3 clusters Score -4339510 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -4341226.500000 Penalty: 2145.148682
	Iteration 17Q: 3 clusters Score -4341226 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -4342305.000000 Penalty: 2145.148682
	Iteration 18Q: 3 clusters Score -4342305 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -4342938.500000 Penalty: 2145.148682
	Iteration 19Q: 3 clusters Score -4342938 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
Score: -4343305.500000 Penalty: 2145.148682
	Iteration 20F: 3 clusters Score -4343306 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -4343511.000000 Penalty: 2145.148682
	Iteration 21Q: 3 clusters Score -4343511 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -4343622.000000 Penalty: 2145.148682
	Iteration 22Q: 3 clusters Score -4343622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -4343692.000000 Penalty: 2145.148682
	Iteration 23Q: 3 clusters Score -4343692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -4343739.000000 Penalty: 2145.148682
	Iteration 24Q: 3 clusters Score -4343739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -4343774.500000 Penalty: 2145.148682
	Iteration 25Q: 3 clusters Score -4343774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -4343788.500000 Penalty: 2145.148682
	Iteration 26Q: 3 clusters Score -4343788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -4343810.500000 Penalty: 2145.148682
	Iteration 27Q: 3 clusters Score -4343810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -4343824.500000 Penalty: 2145.148682
	Iteration 28Q: 3 clusters Score -4343824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -4343833.500000 Penalty: 2145.148682
	Iteration 29Q: 3 clusters Score -4343834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -4343839.000000 Penalty: 2145.148682
	Iteration 30Q: 3 clusters Score -4343839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -4343844.000000 Penalty: 2145.148682
	Iteration 31Q: 3 clusters Score -4343844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -4343848.500000 Penalty: 2145.148682
	Iteration 32Q: 3 clusters Score -4343848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 79796 members 
Entering Unmasked Estep 
Score: -4343848.000000 Penalty: 2145.148682
	Iteration 33Q: 3 clusters Score -4343848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -4343858.500000 Penalty: 2145.148682
	Iteration 34Q: 3 clusters Score -4343858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -4343859.000000 Penalty: 2145.148682
	Iteration 35Q: 3 clusters Score -4343859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -4343857.500000 Penalty: 2145.148682
	Iteration 36Q: 3 clusters Score -4343858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -4343858.500000 Penalty: 2145.148682
	Iteration 37Q: 3 clusters Score -4343858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -4343859.500000 Penalty: 2145.148682
	Iteration 38Q: 3 clusters Score -4343860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -4343859.500000 Penalty: 2145.148682
	Iteration 39F: 3 clusters Score -4343860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Entering Unmasked Estep 
Score: -916024.125000 Penalty: 920.824585
	Iteration 0F: 2 clusters Score -916024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -905198.437500 Penalty: 1841.649170
	Iteration 0F: 3 clusters Score -905198.4 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -909799.937500 Penalty: 1841.649170
	Iteration 1F: 3 clusters Score -909799.9 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -911132.375000 Penalty: 1841.649170
	Iteration 2F: 3 clusters Score -911132.4 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -912852.750000 Penalty: 1841.649170
	Iteration 3F: 3 clusters Score -912852.8 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -914273.750000 Penalty: 1841.649170
	Iteration 4F: 3 clusters Score -914273.8 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -914993.687500 Penalty: 1841.649170
	Iteration 5F: 3 clusters Score -914993.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -915306.562500 Penalty: 1841.649170
	Iteration 6Q: 3 clusters Score -915306.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -915451.125000 Penalty: 1841.649170
	Iteration 7Q: 3 clusters Score -915451.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -915515.312500 Penalty: 1841.649170
	Iteration 8Q: 3 clusters Score -915515.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -915552.437500 Penalty: 1841.649170
	Iteration 9Q: 3 clusters Score -915552.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -915580.875000 Penalty: 1841.649170
	Iteration 10Q: 3 clusters Score -915580.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -915602.437500 Penalty: 1841.649170
	Iteration 11Q: 3 clusters Score -915602.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -915621.562500 Penalty: 1841.649170
	Iteration 12Q: 3 clusters Score -915621.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -915640.000000 Penalty: 1841.649170
	Iteration 13Q: 3 clusters Score -915640 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -915655.125000 Penalty: 1841.649170
	Iteration 14Q: 3 clusters Score -915655.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -915671.125000 Penalty: 1841.649170
	Iteration 15Q: 3 clusters Score -915671.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -915682.250000 Penalty: 1841.649170
	Iteration 16Q: 3 clusters Score -915682.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -915691.250000 Penalty: 1841.649170
	Iteration 17Q: 3 clusters Score -915691.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -915702.687500 Penalty: 1841.649170
	Iteration 18Q: 3 clusters Score -915702.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -915711.562500 Penalty: 1841.649170
	Iteration 19Q: 3 clusters Score -915711.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -915717.562500 Penalty: 1841.649170
	Iteration 20F: 3 clusters Score -915717.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -915726.562500 Penalty: 1841.649170
	Iteration 21Q: 3 clusters Score -915726.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -915733.000000 Penalty: 1841.649170
	Iteration 22Q: 3 clusters Score -915733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -915736.125000 Penalty: 1841.649170
	Iteration 23Q: 3 clusters Score -915736.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -915740.687500 Penalty: 1841.649170
	Iteration 24Q: 3 clusters Score -915740.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -915741.812500 Penalty: 1841.649170
	Iteration 25Q: 3 clusters Score -915741.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -915747.375000 Penalty: 1841.649170
	Iteration 26Q: 3 clusters Score -915747.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -915750.312500 Penalty: 1841.649170
	Iteration 27Q: 3 clusters Score -915750.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -915754.062500 Penalty: 1841.649170
	Iteration 28Q: 3 clusters Score -915754.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -915753.062500 Penalty: 1841.649170
	Iteration 29Q: 3 clusters Score -915753.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -915753.875000 Penalty: 1841.649170
	Iteration 30Q: 3 clusters Score -915753.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -915759.937500 Penalty: 1841.649170
	Iteration 31Q: 3 clusters Score -915759.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -915762.562500 Penalty: 1841.649170
	Iteration 32Q: 3 clusters Score -915762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -915758.937500 Penalty: 1841.649170
	Iteration 33Q: 3 clusters Score -915758.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -915762.437500 Penalty: 1841.649170
	Iteration 34Q: 3 clusters Score -915762.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -915761.937500 Penalty: 1841.649170
	Iteration 35Q: 3 clusters Score -915761.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -915764.250000 Penalty: 1841.649170
	Iteration 36Q: 3 clusters Score -915764.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -915766.125000 Penalty: 1841.649170
	Iteration 37Q: 3 clusters Score -915766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -915766.625000 Penalty: 1841.649170
	Iteration 38Q: 3 clusters Score -915766.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -915767.062500 Penalty: 1841.649170
	Iteration 39Q: 3 clusters Score -915767.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -915768.687500 Penalty: 1841.649170
	Iteration 40F: 3 clusters Score -915768.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -915770.562500 Penalty: 1841.649170
	Iteration 41Q: 3 clusters Score -915770.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -915774.562500 Penalty: 1841.649170
	Iteration 42Q: 3 clusters Score -915774.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -915775.812500 Penalty: 1841.649170
	Iteration 43Q: 3 clusters Score -915775.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -915776.437500 Penalty: 1841.649170
	Iteration 44Q: 3 clusters Score -915776.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -915779.187500 Penalty: 1841.649170
	Iteration 45Q: 3 clusters Score -915779.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -915781.312500 Penalty: 1841.649170
	Iteration 46Q: 3 clusters Score -915781.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -915779.250000 Penalty: 1841.649170
	Iteration 47Q: 3 clusters Score -915779.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -915781.062500 Penalty: 1841.649170
	Iteration 48Q: 3 clusters Score -915781.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -915784.562500 Penalty: 1841.649170
	Iteration 49Q: 3 clusters Score -915784.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -915784.312500 Penalty: 1841.649170
	Iteration 50Q: 3 clusters Score -915784.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -915789.437500 Penalty: 1841.649170
	Iteration 51Q: 3 clusters Score -915789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -915792.562500 Penalty: 1841.649170
	Iteration 52Q: 3 clusters Score -915792.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -915792.750000 Penalty: 1841.649170
	Iteration 53Q: 3 clusters Score -915792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -915793.187500 Penalty: 1841.649170
	Iteration 54Q: 3 clusters Score -915793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -915793.750000 Penalty: 1841.649170
	Iteration 55Q: 3 clusters Score -915793.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -915792.437500 Penalty: 1841.649170
	Iteration 56Q: 3 clusters Score -915792.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -915792.250000 Penalty: 1841.649170
	Iteration 57Q: 3 clusters Score -915792.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -915796.500000 Penalty: 1841.649170
	Iteration 58Q: 3 clusters Score -915796.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -915797.562500 Penalty: 1841.649170
	Iteration 59Q: 3 clusters Score -915797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -915798.562500 Penalty: 1841.649170
	Iteration 60F: 3 clusters Score -915798.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -915802.312500 Penalty: 1841.649170
	Iteration 61Q: 3 clusters Score -915802.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -915804.187500 Penalty: 1841.649170
	Iteration 62Q: 3 clusters Score -915804.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -915808.687500 Penalty: 1841.649170
	Iteration 63Q: 3 clusters Score -915808.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -915808.625000 Penalty: 1841.649170
	Iteration 64Q: 3 clusters Score -915808.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -915809.437500 Penalty: 1841.649170
	Iteration 65Q: 3 clusters Score -915809.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -915810.500000 Penalty: 1841.649170
	Iteration 66Q: 3 clusters Score -915810.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -915815.312500 Penalty: 1841.649170
	Iteration 67Q: 3 clusters Score -915815.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -915813.687500 Penalty: 1841.649170
	Iteration 68Q: 3 clusters Score -915813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -915817.187500 Penalty: 1841.649170
	Iteration 69Q: 3 clusters Score -915817.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -915818.812500 Penalty: 1841.649170
	Iteration 70Q: 3 clusters Score -915818.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -915821.937500 Penalty: 1841.649170
	Iteration 71Q: 3 clusters Score -915821.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -915824.125000 Penalty: 1841.649170
	Iteration 72Q: 3 clusters Score -915824.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -915826.750000 Penalty: 1841.649170
	Iteration 73Q: 3 clusters Score -915826.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -915828.625000 Penalty: 1841.649170
	Iteration 74Q: 3 clusters Score -915828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -915831.500000 Penalty: 1841.649170
	Iteration 75Q: 3 clusters Score -915831.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -915833.312500 Penalty: 1841.649170
	Iteration 76Q: 3 clusters Score -915833.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -915832.562500 Penalty: 1841.649170
	Iteration 77Q: 3 clusters Score -915832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -915833.062500 Penalty: 1841.649170
	Iteration 78Q: 3 clusters Score -915833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -915832.937500 Penalty: 1841.649170
	Iteration 79Q: 3 clusters Score -915832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -915832.937500 Penalty: 1841.649170
	Iteration 80F: 3 clusters Score -915832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -915834.125000 Penalty: 1841.649170
	Iteration 81Q: 3 clusters Score -915834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -915835.312500 Penalty: 1841.649170
	Iteration 82Q: 3 clusters Score -915835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -915834.750000 Penalty: 1841.649170
	Iteration 83Q: 3 clusters Score -915834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -915835.437500 Penalty: 1841.649170
	Iteration 84Q: 3 clusters Score -915835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -915834.625000 Penalty: 1841.649170
	Iteration 85Q: 3 clusters Score -915834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -915834.625000 Penalty: 1841.649170
	Iteration 86F: 3 clusters Score -915834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Entering Unmasked Estep 
Score: -463667.406250 Penalty: 878.314697
	Iteration 0F: 2 clusters Score -463667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -456521.531250 Penalty: 1756.629395
	Iteration 0F: 3 clusters Score -456521.5 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -459124.656250 Penalty: 1756.629395
	Iteration 1F: 3 clusters Score -459124.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -459394.593750 Penalty: 1756.629395
	Iteration 2F: 3 clusters Score -459394.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -459643.312500 Penalty: 1756.629395
	Iteration 3F: 3 clusters Score -459643.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -459903.531250 Penalty: 1756.629395
	Iteration 4Q: 3 clusters Score -459903.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -460218.531250 Penalty: 1756.629395
	Iteration 5F: 3 clusters Score -460218.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -460664.125000 Penalty: 1756.629395
	Iteration 6F: 3 clusters Score -460664.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -461158.562500 Penalty: 1756.629395
	Iteration 7F: 3 clusters Score -461158.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -461538.343750 Penalty: 1756.629395
	Iteration 8F: 3 clusters Score -461538.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -461834.937500 Penalty: 1756.629395
	Iteration 9F: 3 clusters Score -461834.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -462050.562500 Penalty: 1756.629395
	Iteration 10Q: 3 clusters Score -462050.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -462202.343750 Penalty: 1756.629395
	Iteration 11Q: 3 clusters Score -462202.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -462322.093750 Penalty: 1756.629395
	Iteration 12Q: 3 clusters Score -462322.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -462456.718750 Penalty: 1756.629395
	Iteration 13Q: 3 clusters Score -462456.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -462602.687500 Penalty: 1756.629395
	Iteration 14Q: 3 clusters Score -462602.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -462763.875000 Penalty: 1756.629395
	Iteration 15Q: 3 clusters Score -462763.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -462941.843750 Penalty: 1756.629395
	Iteration 16Q: 3 clusters Score -462941.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -463117.250000 Penalty: 1756.629395
	Iteration 17Q: 3 clusters Score -463117.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -463280.937500 Penalty: 1756.629395
	Iteration 18Q: 3 clusters Score -463280.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -463439.750000 Penalty: 1756.629395
	Iteration 19Q: 3 clusters Score -463439.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -463602.437500 Penalty: 1756.629395
	Iteration 20F: 3 clusters Score -463602.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -463768.375000 Penalty: 1756.629395
	Iteration 21Q: 3 clusters Score -463768.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -463923.406250 Penalty: 1756.629395
	Iteration 22Q: 3 clusters Score -463923.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -464023.000000 Penalty: 1756.629395
	Iteration 23Q: 3 clusters Score -464023 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -464088.718750 Penalty: 1756.629395
	Iteration 24Q: 3 clusters Score -464088.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -464130.218750 Penalty: 1756.629395
	Iteration 25Q: 3 clusters Score -464130.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -464153.406250 Penalty: 1756.629395
	Iteration 26Q: 3 clusters Score -464153.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -464165.250000 Penalty: 1756.629395
	Iteration 27Q: 3 clusters Score -464165.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -464176.500000 Penalty: 1756.629395
	Iteration 28Q: 3 clusters Score -464176.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -464184.218750 Penalty: 1756.629395
	Iteration 29Q: 3 clusters Score -464184.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -464188.437500 Penalty: 1756.629395
	Iteration 30Q: 3 clusters Score -464188.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -464189.406250 Penalty: 1756.629395
	Iteration 31Q: 3 clusters Score -464189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -464191.937500 Penalty: 1756.629395
	Iteration 32Q: 3 clusters Score -464191.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -464192.343750 Penalty: 1756.629395
	Iteration 33Q: 3 clusters Score -464192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -464192.093750 Penalty: 1756.629395
	Iteration 34Q: 3 clusters Score -464192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -464192.812500 Penalty: 1756.629395
	Iteration 35Q: 3 clusters Score -464192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -464192.718750 Penalty: 1756.629395
	Iteration 36Q: 3 clusters Score -464192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -464193.750000 Penalty: 1756.629395
	Iteration 37F: 3 clusters Score -464193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -464194.937500 Penalty: 1756.629395
	Iteration 38Q: 3 clusters Score -464194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -464195.906250 Penalty: 1756.629395
	Iteration 39Q: 3 clusters Score -464195.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -464196.281250 Penalty: 1756.629395
	Iteration 40F: 3 clusters Score -464196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -464197.687500 Penalty: 1756.629395
	Iteration 41Q: 3 clusters Score -464197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -464196.843750 Penalty: 1756.629395
	Iteration 42Q: 3 clusters Score -464196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -464198.062500 Penalty: 1756.629395
	Iteration 43Q: 3 clusters Score -464198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -464198.843750 Penalty: 1756.629395
	Iteration 44Q: 3 clusters Score -464198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -464197.593750 Penalty: 1756.629395
	Iteration 45Q: 3 clusters Score -464197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -464199.062500 Penalty: 1756.629395
	Iteration 46Q: 3 clusters Score -464199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -464200.343750 Penalty: 1756.629395
	Iteration 47Q: 3 clusters Score -464200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -464200.312500 Penalty: 1756.629395
	Iteration 48Q: 3 clusters Score -464200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -464200.406250 Penalty: 1756.629395
	Iteration 49Q: 3 clusters Score -464200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -464201.125000 Penalty: 1756.629395
	Iteration 50Q: 3 clusters Score -464201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -464201.125000 Penalty: 1756.629395
	Iteration 51F: 3 clusters Score -464201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 35866 members 
Mstep: Class 3 contains 6090 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 143453 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 6350 members 
Mstep: Class 9 contains 24886 members 
Mstep: Class 10 contains 54810 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 12335 members 
Mstep: Class 15 contains 26308 members 
Mstep: Class 16 contains 273614 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 80038 members 
Mstep: Class 19 contains 6272 members 
Mstep: Class 20 contains 16202 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 5593 members 
Entering Unmasked Estep 
Score: -38601400.000000 Penalty: 28237.585938
Splitting cluster 21 changes total score from -38600744.000000 to -38601400.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 22 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -318581.843750 Penalty: 819.780823
	Iteration 0F: 2 clusters Score -318581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -314617.312500 Penalty: 1639.561646
	Iteration 0F: 3 clusters Score -314617.3 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -315892.000000 Penalty: 1639.561646
	Iteration 1F: 3 clusters Score -315892 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -316028.562500 Penalty: 1639.561646
	Iteration 2F: 3 clusters Score -316028.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -316148.687500 Penalty: 1639.561646
	Iteration 3Q: 3 clusters Score -316148.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -316279.750000 Penalty: 1639.561646
	Iteration 4Q: 3 clusters Score -316279.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -316417.437500 Penalty: 1639.561646
	Iteration 5Q: 3 clusters Score -316417.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -316569.468750 Penalty: 1639.561646
	Iteration 6Q: 3 clusters Score -316569.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -316744.343750 Penalty: 1639.561646
	Iteration 7F: 3 clusters Score -316744.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -316981.343750 Penalty: 1639.561646
	Iteration 8F: 3 clusters Score -316981.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -317235.156250 Penalty: 1639.561646
	Iteration 9F: 3 clusters Score -317235.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -317456.437500 Penalty: 1639.561646
	Iteration 10Q: 3 clusters Score -317456.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -317624.812500 Penalty: 1639.561646
	Iteration 11Q: 3 clusters Score -317624.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -317738.218750 Penalty: 1639.561646
	Iteration 12Q: 3 clusters Score -317738.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -317791.468750 Penalty: 1639.561646
	Iteration 13Q: 3 clusters Score -317791.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -317825.656250 Penalty: 1639.561646
	Iteration 14Q: 3 clusters Score -317825.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -317840.093750 Penalty: 1639.561646
	Iteration 15Q: 3 clusters Score -317840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -317857.406250 Penalty: 1639.561646
	Iteration 16Q: 3 clusters Score -317857.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -317872.718750 Penalty: 1639.561646
	Iteration 17Q: 3 clusters Score -317872.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -317881.937500 Penalty: 1639.561646
	Iteration 18Q: 3 clusters Score -317881.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -317891.812500 Penalty: 1639.561646
	Iteration 19Q: 3 clusters Score -317891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -317894.031250 Penalty: 1639.561646
	Iteration 20F: 3 clusters Score -317894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -317896.593750 Penalty: 1639.561646
	Iteration 21Q: 3 clusters Score -317896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -317898.468750 Penalty: 1639.561646
	Iteration 22Q: 3 clusters Score -317898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -317901.250000 Penalty: 1639.561646
	Iteration 23Q: 3 clusters Score -317901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -317902.093750 Penalty: 1639.561646
	Iteration 24Q: 3 clusters Score -317902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -317902.093750 Penalty: 1639.561646
	Iteration 25F: 3 clusters Score -317902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 35866 members 
Mstep: Class 3 contains 6090 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 143453 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 6350 members 
Mstep: Class 9 contains 24886 members 
Mstep: Class 10 contains 54810 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 12335 members 
Mstep: Class 15 contains 26308 members 
Mstep: Class 16 contains 273614 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 80038 members 
Mstep: Class 20 contains 16202 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 5593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38602252.000000 Penalty: 28237.585938
Iteration 39Q: 23 clusters Score -3.860225e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 35803 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 143556 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 24904 members 
Mstep: Class 10 contains 54851 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 26181 members 
Mstep: Class 16 contains 273728 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 79968 members 
Mstep: Class 19 contains 6462 members 
Mstep: Class 20 contains 16187 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 5625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38602840.000000 Penalty: 28237.585938
Iteration 40F: 23 clusters Score -3.860284e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 35753 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 143674 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 24902 members 
Mstep: Class 10 contains 54578 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 15299 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 12255 members 
Mstep: Class 15 contains 25821 members 
Mstep: Class 16 contains 273891 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 79974 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 16176 members 
Mstep: Class 21 contains 3819 members 
Mstep: Class 22 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38603588.000000 Penalty: 28237.585938
Iteration 41Q: 23 clusters Score -3.860359e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 35710 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 143782 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 6032 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 24884 members 
Mstep: Class 10 contains 54246 members 
Mstep: Class 11 contains 1310 members 
Mstep: Class 12 contains 15208 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 14 contains 12220 members 
Mstep: Class 15 contains 25603 members 
Mstep: Class 16 contains 274058 members 
Mstep: Class 17 contains 3135 members 
Mstep: Class 18 contains 80000 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 20 contains 16175 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38603924.000000 Penalty: 28237.585938
Iteration 42Q: 23 clusters Score -3.860392e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 35658 members 
Mstep: Class 3 contains 5635 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 5 contains 143890 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 24868 members 
Mstep: Class 10 contains 53916 members 
Mstep: Class 11 contains 1325 members 
Mstep: Class 12 contains 15128 members 
Mstep: Class 13 contains 2494 members 
Mstep: Class 14 contains 12185 members 
Mstep: Class 15 contains 25423 members 
Mstep: Class 16 contains 274185 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 80049 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 16179 members 
Mstep: Class 21 contains 3740 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38603996.000000 Penalty: 28237.585938
Iteration 43Q: 23 clusters Score -3.8604e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 35617 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 144018 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 6007 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 24873 members 
Mstep: Class 10 contains 53607 members 
Mstep: Class 11 contains 1333 members 
Mstep: Class 12 contains 15041 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 25292 members 
Mstep: Class 16 contains 274266 members 
Mstep: Class 17 contains 3325 members 
Mstep: Class 18 contains 80125 members 
Mstep: Class 19 contains 7503 members 
Mstep: Class 20 contains 16180 members 
Mstep: Class 21 contains 3714 members 
Mstep: Class 22 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38604392.000000 Penalty: 28237.585938
Iteration 44Q: 23 clusters Score -3.860439e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 35589 members 
Mstep: Class 3 contains 5411 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 144180 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 6006 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 24878 members 
Mstep: Class 10 contains 53287 members 
Mstep: Class 11 contains 1342 members 
Mstep: Class 12 contains 14961 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 25171 members 
Mstep: Class 16 contains 274348 members 
Mstep: Class 17 contains 3410 members 
Mstep: Class 18 contains 80193 members 
Mstep: Class 19 contains 7643 members 
Mstep: Class 20 contains 16181 members 
Mstep: Class 21 contains 3683 members 
Mstep: Class 22 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38604660.000000 Penalty: 28237.585938
Iteration 45Q: 23 clusters Score -3.860466e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 35569 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 2713 members 
Mstep: Class 5 contains 144343 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 6016 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 24882 members 
Mstep: Class 10 contains 52997 members 
Mstep: Class 11 contains 1349 members 
Mstep: Class 12 contains 14886 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 14 contains 12012 members 
Mstep: Class 15 contains 25087 members 
Mstep: Class 16 contains 274436 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 18 contains 80251 members 
Mstep: Class 19 contains 7743 members 
Mstep: Class 20 contains 16181 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38604952.000000 Penalty: 28237.585938
Iteration 46Q: 23 clusters Score -3.860495e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 35557 members 
Mstep: Class 3 contains 5220 members 
Mstep: Class 4 contains 2823 members 
Mstep: Class 5 contains 144503 members 
Mstep: Class 6 contains 2961 members 
Mstep: Class 7 contains 6031 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 24884 members 
Mstep: Class 10 contains 52734 members 
Mstep: Class 11 contains 1354 members 
Mstep: Class 12 contains 14812 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 14 contains 11922 members 
Mstep: Class 15 contains 25008 members 
Mstep: Class 16 contains 274529 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 80315 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 16182 members 
Mstep: Class 21 contains 3619 members 
Mstep: Class 22 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38605164.000000 Penalty: 28237.585938
Iteration 47Q: 23 clusters Score -3.860516e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 35542 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 144661 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 6073 members 
Mstep: Class 8 contains 6351 members 
Mstep: Class 9 contains 24889 members 
Mstep: Class 10 contains 52443 members 
Mstep: Class 11 contains 1366 members 
Mstep: Class 12 contains 14732 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 14 contains 11814 members 
Mstep: Class 15 contains 24930 members 
Mstep: Class 16 contains 274613 members 
Mstep: Class 17 contains 3685 members 
Mstep: Class 18 contains 80386 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 16183 members 
Mstep: Class 21 contains 3592 members 
Mstep: Class 22 contains 5639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38605360.000000 Penalty: 28237.585938
Iteration 48Q: 23 clusters Score -3.860536e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 35502 members 
Mstep: Class 3 contains 5107 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 144779 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 6353 members 
Mstep: Class 9 contains 24884 members 
Mstep: Class 10 contains 52123 members 
Mstep: Class 11 contains 1371 members 
Mstep: Class 12 contains 14650 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 11721 members 
Mstep: Class 15 contains 24874 members 
Mstep: Class 16 contains 274726 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 80455 members 
Mstep: Class 19 contains 7993 members 
Mstep: Class 20 contains 16183 members 
Mstep: Class 21 contains 3576 members 
Mstep: Class 22 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38605532.000000 Penalty: 28237.585938
Iteration 49Q: 23 clusters Score -3.860553e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 35460 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 144911 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 24879 members 
Mstep: Class 10 contains 51811 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 14580 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11609 members 
Mstep: Class 15 contains 24817 members 
Mstep: Class 16 contains 274796 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 80525 members 
Mstep: Class 19 contains 8058 members 
Mstep: Class 20 contains 16180 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 5617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38605772.000000 Penalty: 28237.585938
Iteration 50Q: 23 clusters Score -3.860577e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 35423 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 3196 members 
Mstep: Class 5 contains 145017 members 
Mstep: Class 6 contains 3121 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 6357 members 
Mstep: Class 9 contains 24873 members 
Mstep: Class 10 contains 51552 members 
Mstep: Class 11 contains 1383 members 
Mstep: Class 12 contains 14516 members 
Mstep: Class 13 contains 2461 members 
Mstep: Class 14 contains 11463 members 
Mstep: Class 15 contains 24778 members 
Mstep: Class 16 contains 274858 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 80607 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 16179 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38605988.000000 Penalty: 28237.585938
Iteration 51Q: 23 clusters Score -3.860599e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 35394 members 
Mstep: Class 3 contains 5095 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 145146 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 6296 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 24877 members 
Mstep: Class 10 contains 51255 members 
Mstep: Class 11 contains 1391 members 
Mstep: Class 12 contains 14455 members 
Mstep: Class 13 contains 2460 members 
Mstep: Class 14 contains 11280 members 
Mstep: Class 15 contains 24742 members 
Mstep: Class 16 contains 274946 members 
Mstep: Class 17 contains 4149 members 
Mstep: Class 18 contains 80683 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 16180 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 5607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38606296.000000 Penalty: 28237.585938
Iteration 52Q: 23 clusters Score -3.86063e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 35373 members 
Mstep: Class 3 contains 5085 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 145265 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 6382 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 24883 members 
Mstep: Class 10 contains 50996 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 14 contains 11082 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 274989 members 
Mstep: Class 17 contains 4285 members 
Mstep: Class 18 contains 80748 members 
Mstep: Class 19 contains 8184 members 
Mstep: Class 20 contains 16179 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 22 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38606604.000000 Penalty: 28237.585938
Iteration 53Q: 23 clusters Score -3.86066e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 35350 members 
Mstep: Class 3 contains 5069 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 145400 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 6356 members 
Mstep: Class 9 contains 24877 members 
Mstep: Class 10 contains 50743 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 14349 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 24686 members 
Mstep: Class 16 contains 275034 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 80806 members 
Mstep: Class 19 contains 8212 members 
Mstep: Class 20 contains 16182 members 
Mstep: Class 21 contains 3507 members 
Mstep: Class 22 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38606804.000000 Penalty: 28237.585938
Iteration 54Q: 23 clusters Score -3.86068e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 35329 members 
Mstep: Class 3 contains 5059 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 145526 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 6353 members 
Mstep: Class 9 contains 24881 members 
Mstep: Class 10 contains 50476 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 14296 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 10633 members 
Mstep: Class 15 contains 24659 members 
Mstep: Class 16 contains 275075 members 
Mstep: Class 17 contains 4594 members 
Mstep: Class 18 contains 80834 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 16184 members 
Mstep: Class 21 contains 3503 members 
Mstep: Class 22 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38607172.000000 Penalty: 28237.585938
Iteration 55Q: 23 clusters Score -3.860717e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 35315 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 3420 members 
Mstep: Class 5 contains 145636 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 6785 members 
Mstep: Class 8 contains 6352 members 
Mstep: Class 9 contains 24871 members 
Mstep: Class 10 contains 50245 members 
Mstep: Class 11 contains 1459 members 
Mstep: Class 12 contains 14246 members 
Mstep: Class 13 contains 2467 members 
Mstep: Class 14 contains 10387 members 
Mstep: Class 15 contains 24632 members 
Mstep: Class 16 contains 275115 members 
Mstep: Class 17 contains 4743 members 
Mstep: Class 18 contains 80848 members 
Mstep: Class 19 contains 8263 members 
Mstep: Class 20 contains 16186 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38607516.000000 Penalty: 28237.585938
Iteration 56Q: 23 clusters Score -3.860752e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 35303 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 145699 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 24868 members 
Mstep: Class 10 contains 50026 members 
Mstep: Class 11 contains 1469 members 
Mstep: Class 12 contains 14205 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 14 contains 10125 members 
Mstep: Class 15 contains 24603 members 
Mstep: Class 16 contains 275185 members 
Mstep: Class 17 contains 4880 members 
Mstep: Class 18 contains 80869 members 
Mstep: Class 19 contains 8279 members 
Mstep: Class 20 contains 16187 members 
Mstep: Class 21 contains 3492 members 
Mstep: Class 22 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38607756.000000 Penalty: 28237.585938
Iteration 57Q: 23 clusters Score -3.860776e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 35289 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 145746 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 6357 members 
Mstep: Class 9 contains 24856 members 
Mstep: Class 10 contains 49847 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 12 contains 14156 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 14 contains 9866 members 
Mstep: Class 15 contains 24577 members 
Mstep: Class 16 contains 275222 members 
Mstep: Class 17 contains 4998 members 
Mstep: Class 18 contains 80902 members 
Mstep: Class 19 contains 8298 members 
Mstep: Class 20 contains 16191 members 
Mstep: Class 21 contains 3495 members 
Mstep: Class 22 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38607948.000000 Penalty: 28237.585938
Iteration 58Q: 23 clusters Score -3.860795e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 35273 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 145789 members 
Mstep: Class 6 contains 3408 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 6356 members 
Mstep: Class 9 contains 24844 members 
Mstep: Class 10 contains 49643 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 14119 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 14 contains 9607 members 
Mstep: Class 15 contains 24561 members 
Mstep: Class 16 contains 275253 members 
Mstep: Class 17 contains 5125 members 
Mstep: Class 18 contains 80925 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 16191 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 5523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608180.000000 Penalty: 28237.585938
Iteration 59Q: 23 clusters Score -3.860818e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 35258 members 
Mstep: Class 3 contains 5003 members 
Mstep: Class 4 contains 3535 members 
Mstep: Class 5 contains 145823 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 7735 members 
Mstep: Class 8 contains 6357 members 
Mstep: Class 9 contains 24840 members 
Mstep: Class 10 contains 49433 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 24544 members 
Mstep: Class 16 contains 275292 members 
Mstep: Class 17 contains 5248 members 
Mstep: Class 18 contains 80950 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 16192 members 
Mstep: Class 21 contains 3487 members 
Mstep: Class 22 contains 5503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608444.000000 Penalty: 28237.585938
Iteration 60F: 23 clusters Score -3.860844e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 35247 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 145817 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 6352 members 
Mstep: Class 9 contains 24829 members 
Mstep: Class 10 contains 49227 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 14039 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 14 contains 9134 members 
Mstep: Class 15 contains 24522 members 
Mstep: Class 16 contains 275349 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 80979 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 16192 members 
Mstep: Class 21 contains 3482 members 
Mstep: Class 22 contains 5488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608712.000000 Penalty: 28237.585938
Iteration 61Q: 23 clusters Score -3.860871e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 35238 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 3593 members 
Mstep: Class 5 contains 145773 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 6353 members 
Mstep: Class 9 contains 24810 members 
Mstep: Class 10 contains 49042 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 14015 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 8897 members 
Mstep: Class 15 contains 24504 members 
Mstep: Class 16 contains 275406 members 
Mstep: Class 17 contains 5445 members 
Mstep: Class 18 contains 81008 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 16194 members 
Mstep: Class 21 contains 3477 members 
Mstep: Class 22 contains 5475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608960.000000 Penalty: 28237.585938
Iteration 62Q: 23 clusters Score -3.860896e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 35230 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 145752 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 24777 members 
Mstep: Class 10 contains 48871 members 
Mstep: Class 11 contains 1548 members 
Mstep: Class 12 contains 13996 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 24487 members 
Mstep: Class 16 contains 275449 members 
Mstep: Class 17 contains 5539 members 
Mstep: Class 18 contains 81028 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 16192 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609268.000000 Penalty: 28237.585938
Iteration 63Q: 23 clusters Score -3.860927e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 35227 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 145698 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 6356 members 
Mstep: Class 9 contains 24757 members 
Mstep: Class 10 contains 48733 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 13967 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 8352 members 
Mstep: Class 15 contains 24474 members 
Mstep: Class 16 contains 275487 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 81048 members 
Mstep: Class 19 contains 8338 members 
Mstep: Class 20 contains 16190 members 
Mstep: Class 21 contains 3469 members 
Mstep: Class 22 contains 5444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609508.000000 Penalty: 28237.585938
Iteration 64Q: 23 clusters Score -3.860951e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 35227 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 3651 members 
Mstep: Class 5 contains 145618 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 9358 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 24734 members 
Mstep: Class 10 contains 48612 members 
Mstep: Class 11 contains 1582 members 
Mstep: Class 12 contains 13947 members 
Mstep: Class 13 contains 2494 members 
Mstep: Class 14 contains 8054 members 
Mstep: Class 15 contains 24463 members 
Mstep: Class 16 contains 275511 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 81060 members 
Mstep: Class 19 contains 8341 members 
Mstep: Class 20 contains 16188 members 
Mstep: Class 21 contains 3465 members 
Mstep: Class 22 contains 5429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609788.000000 Penalty: 28237.585938
Iteration 65Q: 23 clusters Score -3.860979e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 35225 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 145558 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 9725 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 48497 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 13929 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 7794 members 
Mstep: Class 15 contains 24450 members 
Mstep: Class 16 contains 275524 members 
Mstep: Class 17 contains 5758 members 
Mstep: Class 18 contains 81083 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 16188 members 
Mstep: Class 21 contains 3461 members 
Mstep: Class 22 contains 5407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609956.000000 Penalty: 28237.585938
Iteration 66Q: 23 clusters Score -3.860996e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 35224 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 145508 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 10099 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 24699 members 
Mstep: Class 10 contains 48401 members 
Mstep: Class 11 contains 1608 members 
Mstep: Class 12 contains 13912 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 7519 members 
Mstep: Class 15 contains 24435 members 
Mstep: Class 16 contains 275535 members 
Mstep: Class 17 contains 5813 members 
Mstep: Class 18 contains 81103 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 16188 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610296.000000 Penalty: 28237.585938
Iteration 67Q: 23 clusters Score -3.86103e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 35229 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 145447 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 7 contains 10467 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 24679 members 
Mstep: Class 10 contains 48287 members 
Mstep: Class 11 contains 1612 members 
Mstep: Class 12 contains 13892 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 7262 members 
Mstep: Class 15 contains 24428 members 
Mstep: Class 16 contains 275582 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 18 contains 81111 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 16189 members 
Mstep: Class 21 contains 3445 members 
Mstep: Class 22 contains 5374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610628.000000 Penalty: 28237.585938
Iteration 68Q: 23 clusters Score -3.861063e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 35224 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 145372 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 10854 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 24658 members 
Mstep: Class 10 contains 48148 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 13874 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 7037 members 
Mstep: Class 15 contains 24421 members 
Mstep: Class 16 contains 275611 members 
Mstep: Class 17 contains 5894 members 
Mstep: Class 18 contains 81132 members 
Mstep: Class 19 contains 8339 members 
Mstep: Class 20 contains 16191 members 
Mstep: Class 21 contains 3438 members 
Mstep: Class 22 contains 5363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610940.000000 Penalty: 28237.585938
Iteration 69Q: 23 clusters Score -3.861094e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 35219 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 145271 members 
Mstep: Class 6 contains 3614 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 24630 members 
Mstep: Class 10 contains 48021 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 13857 members 
Mstep: Class 13 contains 2483 members 
Mstep: Class 14 contains 6871 members 
Mstep: Class 15 contains 24414 members 
Mstep: Class 16 contains 275621 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 81159 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 20 contains 16192 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38611220.000000 Penalty: 28237.585938
Iteration 70Q: 23 clusters Score -3.861122e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 5040 members 
Mstep: Class 4 contains 3743 members 
Mstep: Class 5 contains 145116 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 24601 members 
Mstep: Class 10 contains 47871 members 
Mstep: Class 11 contains 1634 members 
Mstep: Class 12 contains 13843 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 24410 members 
Mstep: Class 16 contains 275600 members 
Mstep: Class 17 contains 5971 members 
Mstep: Class 18 contains 81175 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 5346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38611516.000000 Penalty: 28237.585938
Iteration 71Q: 23 clusters Score -3.861152e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 144977 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 11826 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 24577 members 
Mstep: Class 10 contains 47727 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 24401 members 
Mstep: Class 16 contains 275591 members 
Mstep: Class 17 contains 6035 members 
Mstep: Class 18 contains 81198 members 
Mstep: Class 19 contains 8329 members 
Mstep: Class 20 contains 16195 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 5326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38611888.000000 Penalty: 28237.585938
Iteration 72Q: 23 clusters Score -3.861189e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 5040 members 
Mstep: Class 4 contains 3787 members 
Mstep: Class 5 contains 144852 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 12048 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 24554 members 
Mstep: Class 10 contains 47594 members 
Mstep: Class 11 contains 1632 members 
Mstep: Class 12 contains 13809 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 14 contains 6828 members 
Mstep: Class 15 contains 24388 members 
Mstep: Class 16 contains 275552 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 81236 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 16196 members 
Mstep: Class 21 contains 3409 members 
Mstep: Class 22 contains 5309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38612036.000000 Penalty: 28237.585938
Iteration 73Q: 23 clusters Score -3.861204e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 35217 members 
Mstep: Class 3 contains 5036 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 144705 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 12233 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 24521 members 
Mstep: Class 10 contains 47485 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 13792 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 6903 members 
Mstep: Class 15 contains 24382 members 
Mstep: Class 16 contains 275494 members 
Mstep: Class 17 contains 6131 members 
Mstep: Class 18 contains 81274 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 16198 members 
Mstep: Class 21 contains 3404 members 
Mstep: Class 22 contains 5299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38612124.000000 Penalty: 28237.585938
Iteration 74Q: 23 clusters Score -3.861212e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 35217 members 
Mstep: Class 3 contains 5039 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 144564 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 12407 members 
Mstep: Class 8 contains 6369 members 
Mstep: Class 9 contains 24493 members 
Mstep: Class 10 contains 47387 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 13777 members 
Mstep: Class 13 contains 2524 members 
Mstep: Class 14 contains 6983 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 275432 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 81311 members 
Mstep: Class 19 contains 8328 members 
Mstep: Class 20 contains 16201 members 
Mstep: Class 21 contains 3404 members 
Mstep: Class 22 contains 5282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38612352.000000 Penalty: 28237.585938
Iteration 75Q: 23 clusters Score -3.861235e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 35217 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 3821 members 
Mstep: Class 5 contains 144431 members 
Mstep: Class 6 contains 3668 members 
Mstep: Class 7 contains 12546 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 24460 members 
Mstep: Class 10 contains 47293 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 13760 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 24372 members 
Mstep: Class 16 contains 275374 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 81338 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 16200 members 
Mstep: Class 21 contains 3407 members 
Mstep: Class 22 contains 5260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38612444.000000 Penalty: 28237.585938
Iteration 76Q: 23 clusters Score -3.861244e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 35222 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 144316 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 12663 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 24421 members 
Mstep: Class 10 contains 47207 members 
Mstep: Class 11 contains 1650 members 
Mstep: Class 12 contains 13744 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 24366 members 
Mstep: Class 16 contains 275335 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 81353 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 3405 members 
Mstep: Class 22 contains 5239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38612516.000000 Penalty: 28237.585938
Iteration 77Q: 23 clusters Score -3.861252e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 35224 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 144214 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 12763 members 
Mstep: Class 8 contains 6376 members 
Mstep: Class 9 contains 24388 members 
Mstep: Class 10 contains 47118 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 13719 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 7281 members 
Mstep: Class 15 contains 24361 members 
Mstep: Class 16 contains 275312 members 
Mstep: Class 17 contains 6293 members 
Mstep: Class 18 contains 81358 members 
Mstep: Class 19 contains 8322 members 
Mstep: Class 20 contains 16204 members 
Mstep: Class 21 contains 3405 members 
Mstep: Class 22 contains 5232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38612588.000000 Penalty: 28237.585938
Iteration 78Q: 23 clusters Score -3.861259e+07 nChanged 658
Entering ConstructFrom: 
Score: -38612588.000000 Penalty: 28237.585938
Entering ConstructFrom: 
Trying to split cluster 1 (8990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Entering Unmasked Estep 
Score: -473512.562500 Penalty: 864.867493
	Iteration 0F: 2 clusters Score -473512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -467387.968750 Penalty: 1729.734985
	Iteration 0F: 3 clusters Score -467388 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -469818.250000 Penalty: 1729.734985
	Iteration 1F: 3 clusters Score -469818.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -470348.937500 Penalty: 1729.734985
	Iteration 2F: 3 clusters Score -470348.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -470912.968750 Penalty: 1729.734985
	Iteration 3F: 3 clusters Score -470913 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -471321.593750 Penalty: 1729.734985
	Iteration 4F: 3 clusters Score -471321.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -471598.437500 Penalty: 1729.734985
	Iteration 5F: 3 clusters Score -471598.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -471821.406250 Penalty: 1729.734985
	Iteration 6Q: 3 clusters Score -471821.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -471965.781250 Penalty: 1729.734985
	Iteration 7Q: 3 clusters Score -471965.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -472078.031250 Penalty: 1729.734985
	Iteration 8Q: 3 clusters Score -472078 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -472167.343750 Penalty: 1729.734985
	Iteration 9Q: 3 clusters Score -472167.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -472257.593750 Penalty: 1729.734985
	Iteration 10Q: 3 clusters Score -472257.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -472319.750000 Penalty: 1729.734985
	Iteration 11Q: 3 clusters Score -472319.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -472368.937500 Penalty: 1729.734985
	Iteration 12Q: 3 clusters Score -472368.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -472407.843750 Penalty: 1729.734985
	Iteration 13Q: 3 clusters Score -472407.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -472439.375000 Penalty: 1729.734985
	Iteration 14Q: 3 clusters Score -472439.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -472466.500000 Penalty: 1729.734985
	Iteration 15Q: 3 clusters Score -472466.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -472487.937500 Penalty: 1729.734985
	Iteration 16Q: 3 clusters Score -472487.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -472518.593750 Penalty: 1729.734985
	Iteration 17Q: 3 clusters Score -472518.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -472550.656250 Penalty: 1729.734985
	Iteration 18Q: 3 clusters Score -472550.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -472573.656250 Penalty: 1729.734985
	Iteration 19Q: 3 clusters Score -472573.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -472597.656250 Penalty: 1729.734985
	Iteration 20F: 3 clusters Score -472597.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -472621.843750 Penalty: 1729.734985
	Iteration 21Q: 3 clusters Score -472621.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -472647.687500 Penalty: 1729.734985
	Iteration 22Q: 3 clusters Score -472647.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -472671.125000 Penalty: 1729.734985
	Iteration 23Q: 3 clusters Score -472671.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -472692.125000 Penalty: 1729.734985
	Iteration 24Q: 3 clusters Score -472692.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -472706.187500 Penalty: 1729.734985
	Iteration 25Q: 3 clusters Score -472706.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -472722.750000 Penalty: 1729.734985
	Iteration 26Q: 3 clusters Score -472722.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -472738.968750 Penalty: 1729.734985
	Iteration 27Q: 3 clusters Score -472739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -472754.250000 Penalty: 1729.734985
	Iteration 28Q: 3 clusters Score -472754.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -472768.375000 Penalty: 1729.734985
	Iteration 29Q: 3 clusters Score -472768.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -472780.687500 Penalty: 1729.734985
	Iteration 30Q: 3 clusters Score -472780.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -472794.468750 Penalty: 1729.734985
	Iteration 31Q: 3 clusters Score -472794.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -472804.781250 Penalty: 1729.734985
	Iteration 32Q: 3 clusters Score -472804.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -472812.125000 Penalty: 1729.734985
	Iteration 33Q: 3 clusters Score -472812.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -472816.375000 Penalty: 1729.734985
	Iteration 34Q: 3 clusters Score -472816.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -472823.750000 Penalty: 1729.734985
	Iteration 35Q: 3 clusters Score -472823.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -472830.218750 Penalty: 1729.734985
	Iteration 36Q: 3 clusters Score -472830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -472835.156250 Penalty: 1729.734985
	Iteration 37Q: 3 clusters Score -472835.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -472837.250000 Penalty: 1729.734985
	Iteration 38Q: 3 clusters Score -472837.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -472841.562500 Penalty: 1729.734985
	Iteration 39Q: 3 clusters Score -472841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -472843.531250 Penalty: 1729.734985
	Iteration 40F: 3 clusters Score -472843.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -472847.468750 Penalty: 1729.734985
	Iteration 41Q: 3 clusters Score -472847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -472850.187500 Penalty: 1729.734985
	Iteration 42Q: 3 clusters Score -472850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -472852.437500 Penalty: 1729.734985
	Iteration 43Q: 3 clusters Score -472852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -472853.375000 Penalty: 1729.734985
	Iteration 44Q: 3 clusters Score -472853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -472854.187500 Penalty: 1729.734985
	Iteration 45Q: 3 clusters Score -472854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -472855.093750 Penalty: 1729.734985
	Iteration 46Q: 3 clusters Score -472855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -472854.718750 Penalty: 1729.734985
	Iteration 47Q: 3 clusters Score -472854.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -472854.718750 Penalty: 1729.734985
	Iteration 48F: 3 clusters Score -472854.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Entering Unmasked Estep 
Score: -2020417.250000 Penalty: 994.595459
	Iteration 0F: 2 clusters Score -2020417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1996912.125000 Penalty: 1989.190918
	Iteration 0F: 3 clusters Score -1996912 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2006334.500000 Penalty: 1989.190918
	Iteration 1F: 3 clusters Score -2006334 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2006772.625000 Penalty: 1989.190918
	Iteration 2Q: 3 clusters Score -2006773 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2007363.375000 Penalty: 1989.190918
	Iteration 3Q: 3 clusters Score -2007363 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2008262.500000 Penalty: 1989.190918
	Iteration 4F: 3 clusters Score -2008262 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2009704.875000 Penalty: 1989.190918
	Iteration 5F: 3 clusters Score -2009705 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2011749.625000 Penalty: 1989.190918
	Iteration 6F: 3 clusters Score -2011750 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2013705.125000 Penalty: 1989.190918
	Iteration 7F: 3 clusters Score -2013705 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -2014917.625000 Penalty: 1989.190918
	Iteration 8F: 3 clusters Score -2014918 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2015592.250000 Penalty: 1989.190918
	Iteration 9Q: 3 clusters Score -2015592 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -2016064.375000 Penalty: 1989.190918
	Iteration 10Q: 3 clusters Score -2016064 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -2016476.000000 Penalty: 1989.190918
	Iteration 11Q: 3 clusters Score -2016476 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -2016809.500000 Penalty: 1989.190918
	Iteration 12Q: 3 clusters Score -2016810 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -2017183.125000 Penalty: 1989.190918
	Iteration 13Q: 3 clusters Score -2017183 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -2017596.875000 Penalty: 1989.190918
	Iteration 14Q: 3 clusters Score -2017597 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -2017998.875000 Penalty: 1989.190918
	Iteration 15Q: 3 clusters Score -2017999 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -2018390.125000 Penalty: 1989.190918
	Iteration 16Q: 3 clusters Score -2018390 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -2018746.125000 Penalty: 1989.190918
	Iteration 17Q: 3 clusters Score -2018746 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -2019019.625000 Penalty: 1989.190918
	Iteration 18Q: 3 clusters Score -2019020 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -2019200.750000 Penalty: 1989.190918
	Iteration 19Q: 3 clusters Score -2019201 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -2019325.750000 Penalty: 1989.190918
	Iteration 20F: 3 clusters Score -2019326 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -2019395.750000 Penalty: 1989.190918
	Iteration 21Q: 3 clusters Score -2019396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -2019430.250000 Penalty: 1989.190918
	Iteration 22Q: 3 clusters Score -2019430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -2019468.250000 Penalty: 1989.190918
	Iteration 23Q: 3 clusters Score -2019468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -2019492.000000 Penalty: 1989.190918
	Iteration 24Q: 3 clusters Score -2019492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -2019518.000000 Penalty: 1989.190918
	Iteration 25Q: 3 clusters Score -2019518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -2019525.375000 Penalty: 1989.190918
	Iteration 26Q: 3 clusters Score -2019525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -2019531.750000 Penalty: 1989.190918
	Iteration 27Q: 3 clusters Score -2019532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -2019535.875000 Penalty: 1989.190918
	Iteration 28Q: 3 clusters Score -2019536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -2019539.875000 Penalty: 1989.190918
	Iteration 29Q: 3 clusters Score -2019540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -2019542.000000 Penalty: 1989.190918
	Iteration 30Q: 3 clusters Score -2019542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -2019546.250000 Penalty: 1989.190918
	Iteration 31Q: 3 clusters Score -2019546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -2019547.875000 Penalty: 1989.190918
	Iteration 32Q: 3 clusters Score -2019548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -2019549.500000 Penalty: 1989.190918
	Iteration 33Q: 3 clusters Score -2019550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -2019554.625000 Penalty: 1989.190918
	Iteration 34Q: 3 clusters Score -2019555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -2019556.375000 Penalty: 1989.190918
	Iteration 35Q: 3 clusters Score -2019556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -2019558.625000 Penalty: 1989.190918
	Iteration 36Q: 3 clusters Score -2019559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -2019562.000000 Penalty: 1989.190918
	Iteration 37Q: 3 clusters Score -2019562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -2019559.500000 Penalty: 1989.190918
	Iteration 38Q: 3 clusters Score -2019560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -2019559.625000 Penalty: 1989.190918
	Iteration 39Q: 3 clusters Score -2019560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -2019559.625000 Penalty: 1989.190918
	Iteration 40F: 3 clusters Score -2019560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Entering Unmasked Estep 
Score: -242616.546875 Penalty: 809.569397
	Iteration 0F: 2 clusters Score -242616.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -239016.640625 Penalty: 1619.138794
	Iteration 0F: 3 clusters Score -239016.6 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -240263.250000 Penalty: 1619.138794
	Iteration 1F: 3 clusters Score -240263.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -240470.562500 Penalty: 1619.138794
	Iteration 2F: 3 clusters Score -240470.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -240633.343750 Penalty: 1619.138794
	Iteration 3F: 3 clusters Score -240633.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -240774.828125 Penalty: 1619.138794
	Iteration 4F: 3 clusters Score -240774.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -240906.953125 Penalty: 1619.138794
	Iteration 5F: 3 clusters Score -240907 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -241019.468750 Penalty: 1619.138794
	Iteration 6Q: 3 clusters Score -241019.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -241128.953125 Penalty: 1619.138794
	Iteration 7Q: 3 clusters Score -241129 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -241233.359375 Penalty: 1619.138794
	Iteration 8Q: 3 clusters Score -241233.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -241344.921875 Penalty: 1619.138794
	Iteration 9Q: 3 clusters Score -241344.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -241462.812500 Penalty: 1619.138794
	Iteration 10Q: 3 clusters Score -241462.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -241559.140625 Penalty: 1619.138794
	Iteration 11Q: 3 clusters Score -241559.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -241626.203125 Penalty: 1619.138794
	Iteration 12Q: 3 clusters Score -241626.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -241671.812500 Penalty: 1619.138794
	Iteration 13Q: 3 clusters Score -241671.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -241710.609375 Penalty: 1619.138794
	Iteration 14Q: 3 clusters Score -241710.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -241749.453125 Penalty: 1619.138794
	Iteration 15Q: 3 clusters Score -241749.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -241793.859375 Penalty: 1619.138794
	Iteration 16Q: 3 clusters Score -241793.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -241846.921875 Penalty: 1619.138794
	Iteration 17Q: 3 clusters Score -241846.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -241904.843750 Penalty: 1619.138794
	Iteration 18Q: 3 clusters Score -241904.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -241949.734375 Penalty: 1619.138794
	Iteration 19Q: 3 clusters Score -241949.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -241987.234375 Penalty: 1619.138794
	Iteration 20F: 3 clusters Score -241987.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -242020.468750 Penalty: 1619.138794
	Iteration 21Q: 3 clusters Score -242020.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -242053.578125 Penalty: 1619.138794
	Iteration 22Q: 3 clusters Score -242053.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -242090.375000 Penalty: 1619.138794
	Iteration 23Q: 3 clusters Score -242090.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -242122.515625 Penalty: 1619.138794
	Iteration 24Q: 3 clusters Score -242122.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -242154.250000 Penalty: 1619.138794
	Iteration 25Q: 3 clusters Score -242154.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -242183.515625 Penalty: 1619.138794
	Iteration 26Q: 3 clusters Score -242183.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -242197.843750 Penalty: 1619.138794
	Iteration 27Q: 3 clusters Score -242197.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -242206.078125 Penalty: 1619.138794
	Iteration 28Q: 3 clusters Score -242206.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -242210.421875 Penalty: 1619.138794
	Iteration 29Q: 3 clusters Score -242210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -242212.234375 Penalty: 1619.138794
	Iteration 30Q: 3 clusters Score -242212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -242214.625000 Penalty: 1619.138794
	Iteration 31Q: 3 clusters Score -242214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -242217.531250 Penalty: 1619.138794
	Iteration 32Q: 3 clusters Score -242217.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -242220.406250 Penalty: 1619.138794
	Iteration 33Q: 3 clusters Score -242220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -242221.828125 Penalty: 1619.138794
	Iteration 34Q: 3 clusters Score -242221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -242222.515625 Penalty: 1619.138794
	Iteration 35Q: 3 clusters Score -242222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -242223.515625 Penalty: 1619.138794
	Iteration 36F: 3 clusters Score -242223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -242237.781250 Penalty: 1619.138794
	Iteration 37Q: 3 clusters Score -242237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -242241.843750 Penalty: 1619.138794
	Iteration 38Q: 3 clusters Score -242241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -242244.078125 Penalty: 1619.138794
	Iteration 39Q: 3 clusters Score -242244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -242244.500000 Penalty: 1619.138794
	Iteration 40F: 3 clusters Score -242244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -199464.515625 Penalty: 784.894104
	Iteration 0F: 2 clusters Score -199464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -196623.625000 Penalty: 1569.788208
	Iteration 0F: 3 clusters Score -196623.6 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -197511.890625 Penalty: 1569.788208
	Iteration 1F: 3 clusters Score -197511.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -197627.218750 Penalty: 1569.788208
	Iteration 2F: 3 clusters Score -197627.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -197709.843750 Penalty: 1569.788208
	Iteration 3F: 3 clusters Score -197709.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -197776.390625 Penalty: 1569.788208
	Iteration 4Q: 3 clusters Score -197776.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -197839.609375 Penalty: 1569.788208
	Iteration 5Q: 3 clusters Score -197839.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -197892.343750 Penalty: 1569.788208
	Iteration 6Q: 3 clusters Score -197892.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -197948.187500 Penalty: 1569.788208
	Iteration 7Q: 3 clusters Score -197948.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -198015.500000 Penalty: 1569.788208
	Iteration 8Q: 3 clusters Score -198015.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -198084.640625 Penalty: 1569.788208
	Iteration 9Q: 3 clusters Score -198084.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -198149.187500 Penalty: 1569.788208
	Iteration 10Q: 3 clusters Score -198149.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -198228.578125 Penalty: 1569.788208
	Iteration 11Q: 3 clusters Score -198228.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -198322.171875 Penalty: 1569.788208
	Iteration 12Q: 3 clusters Score -198322.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -198430.828125 Penalty: 1569.788208
	Iteration 13Q: 3 clusters Score -198430.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -198558.625000 Penalty: 1569.788208
	Iteration 14Q: 3 clusters Score -198558.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -198697.359375 Penalty: 1569.788208
	Iteration 15Q: 3 clusters Score -198697.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -198834.968750 Penalty: 1569.788208
	Iteration 16Q: 3 clusters Score -198835 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -198972.062500 Penalty: 1569.788208
	Iteration 17Q: 3 clusters Score -198972.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -199075.656250 Penalty: 1569.788208
	Iteration 18Q: 3 clusters Score -199075.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -199129.046875 Penalty: 1569.788208
	Iteration 19Q: 3 clusters Score -199129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -199208.671875 Penalty: 1569.788208
	Iteration 20F: 3 clusters Score -199208.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -199283.140625 Penalty: 1569.788208
	Iteration 21Q: 3 clusters Score -199283.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -199304.375000 Penalty: 1569.788208
	Iteration 22Q: 3 clusters Score -199304.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -199312.031250 Penalty: 1569.788208
	Iteration 23Q: 3 clusters Score -199312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -199313.906250 Penalty: 1569.788208
	Iteration 24Q: 3 clusters Score -199313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -199314.828125 Penalty: 1569.788208
	Iteration 25Q: 3 clusters Score -199314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -199314.953125 Penalty: 1569.788208
	Iteration 26Q: 3 clusters Score -199315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -199314.953125 Penalty: 1569.788208
	Iteration 27F: 3 clusters Score -199315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (144134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144134 members 
Entering Unmasked Estep 
Score: -7811741.500000 Penalty: 1128.457397
	Iteration 0F: 2 clusters Score -7811742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -7714628.000000 Penalty: 2256.914795
	Iteration 0F: 3 clusters Score -7714628 nChanged 70050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -7758383.000000 Penalty: 2256.914795
	Iteration 1F: 3 clusters Score -7758383 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -7761104.000000 Penalty: 2256.914795
	Iteration 2Q: 3 clusters Score -7761104 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -7764886.000000 Penalty: 2256.914795
	Iteration 3F: 3 clusters Score -7764886 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -7769356.500000 Penalty: 2256.914795
	Iteration 4F: 3 clusters Score -7769356 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -7773747.500000 Penalty: 2256.914795
	Iteration 5F: 3 clusters Score -7773748 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -7777303.500000 Penalty: 2256.914795
	Iteration 6F: 3 clusters Score -7777304 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -7780290.500000 Penalty: 2256.914795
	Iteration 7Q: 3 clusters Score -7780290 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -7783244.000000 Penalty: 2256.914795
	Iteration 8Q: 3 clusters Score -7783244 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -7786157.500000 Penalty: 2256.914795
	Iteration 9Q: 3 clusters Score -7786158 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -7789436.000000 Penalty: 2256.914795
	Iteration 10Q: 3 clusters Score -7789436 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -7793019.000000 Penalty: 2256.914795
	Iteration 11Q: 3 clusters Score -7793019 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120208 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -7796757.500000 Penalty: 2256.914795
	Iteration 12Q: 3 clusters Score -7796758 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125337 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -7800620.500000 Penalty: 2256.914795
	Iteration 13Q: 3 clusters Score -7800620 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129595 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -7803821.000000 Penalty: 2256.914795
	Iteration 14Q: 3 clusters Score -7803821 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132883 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -7806197.000000 Penalty: 2256.914795
	Iteration 15Q: 3 clusters Score -7806197 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135298 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -7807946.000000 Penalty: 2256.914795
	Iteration 16Q: 3 clusters Score -7807946 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137125 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -7809244.000000 Penalty: 2256.914795
	Iteration 17Q: 3 clusters Score -7809244 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138427 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -7810069.500000 Penalty: 2256.914795
	Iteration 18Q: 3 clusters Score -7810070 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139377 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -7810630.000000 Penalty: 2256.914795
	Iteration 19Q: 3 clusters Score -7810630 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140036 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7810980.000000 Penalty: 2256.914795
	Iteration 20F: 3 clusters Score -7810980 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7811229.000000 Penalty: 2256.914795
	Iteration 21Q: 3 clusters Score -7811229 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140909 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7811357.000000 Penalty: 2256.914795
	Iteration 22Q: 3 clusters Score -7811357 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7811497.500000 Penalty: 2256.914795
	Iteration 23Q: 3 clusters Score -7811498 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141431 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7811535.000000 Penalty: 2256.914795
	Iteration 24Q: 3 clusters Score -7811535 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141634 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -7811639.000000 Penalty: 2256.914795
	Iteration 25Q: 3 clusters Score -7811639 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141778 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7811674.000000 Penalty: 2256.914795
	Iteration 26Q: 3 clusters Score -7811674 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141915 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7811689.500000 Penalty: 2256.914795
	Iteration 27Q: 3 clusters Score -7811690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142036 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7811683.500000 Penalty: 2256.914795
	Iteration 28Q: 3 clusters Score -7811684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142108 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7811696.500000 Penalty: 2256.914795
	Iteration 29Q: 3 clusters Score -7811696 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142164 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7811680.500000 Penalty: 2256.914795
	Iteration 30Q: 3 clusters Score -7811680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142201 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7811685.500000 Penalty: 2256.914795
	Iteration 31Q: 3 clusters Score -7811686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142237 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7811692.500000 Penalty: 2256.914795
	Iteration 32Q: 3 clusters Score -7811692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142266 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7811700.000000 Penalty: 2256.914795
	Iteration 33Q: 3 clusters Score -7811700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142291 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7811705.000000 Penalty: 2256.914795
	Iteration 34Q: 3 clusters Score -7811705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142309 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7811711.000000 Penalty: 2256.914795
	Iteration 35Q: 3 clusters Score -7811711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142318 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7811718.500000 Penalty: 2256.914795
	Iteration 36Q: 3 clusters Score -7811718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142324 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7811710.000000 Penalty: 2256.914795
	Iteration 37Q: 3 clusters Score -7811710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142332 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7811711.000000 Penalty: 2256.914795
	Iteration 38Q: 3 clusters Score -7811711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7811712.000000 Penalty: 2256.914795
	Iteration 39Q: 3 clusters Score -7811712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142349 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7811716.500000 Penalty: 2256.914795
	Iteration 40F: 3 clusters Score -7811716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142353 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7811713.500000 Penalty: 2256.914795
	Iteration 41Q: 3 clusters Score -7811714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142359 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7811715.000000 Penalty: 2256.914795
	Iteration 42Q: 3 clusters Score -7811715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142364 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7811715.000000 Penalty: 2256.914795
	Iteration 43Q: 3 clusters Score -7811715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142364 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7811715.000000 Penalty: 2256.914795
	Iteration 44F: 3 clusters Score -7811715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -180010.171875 Penalty: 780.193970
	Iteration 0F: 2 clusters Score -180010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -177275.609375 Penalty: 1560.387939
	Iteration 0F: 3 clusters Score -177275.6 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -178144.734375 Penalty: 1560.387939
	Iteration 1F: 3 clusters Score -178144.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -178348.921875 Penalty: 1560.387939
	Iteration 2F: 3 clusters Score -178348.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -178564.484375 Penalty: 1560.387939
	Iteration 3F: 3 clusters Score -178564.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -178782.703125 Penalty: 1560.387939
	Iteration 4F: 3 clusters Score -178782.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -179023.453125 Penalty: 1560.387939
	Iteration 5F: 3 clusters Score -179023.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179229.453125 Penalty: 1560.387939
	Iteration 6F: 3 clusters Score -179229.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179358.546875 Penalty: 1560.387939
	Iteration 7Q: 3 clusters Score -179358.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -179452.453125 Penalty: 1560.387939
	Iteration 8Q: 3 clusters Score -179452.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -179496.546875 Penalty: 1560.387939
	Iteration 9Q: 3 clusters Score -179496.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -179530.453125 Penalty: 1560.387939
	Iteration 10Q: 3 clusters Score -179530.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -179557.187500 Penalty: 1560.387939
	Iteration 11Q: 3 clusters Score -179557.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -179571.125000 Penalty: 1560.387939
	Iteration 12Q: 3 clusters Score -179571.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -179575.359375 Penalty: 1560.387939
	Iteration 13Q: 3 clusters Score -179575.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -179578.359375 Penalty: 1560.387939
	Iteration 14Q: 3 clusters Score -179578.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -179580.265625 Penalty: 1560.387939
	Iteration 15Q: 3 clusters Score -179580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -179581.156250 Penalty: 1560.387939
	Iteration 16Q: 3 clusters Score -179581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -179581.484375 Penalty: 1560.387939
	Iteration 17Q: 3 clusters Score -179581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -179582.421875 Penalty: 1560.387939
	Iteration 18Q: 3 clusters Score -179582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -179582.578125 Penalty: 1560.387939
	Iteration 19Q: 3 clusters Score -179582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -179582.578125 Penalty: 1560.387939
	Iteration 20F: 3 clusters Score -179582.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Entering Unmasked Estep 
Score: -692368.812500 Penalty: 898.634216
	Iteration 0F: 2 clusters Score -692368.8 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 6438 members 
Entering Unmasked Estep 
Score: -683592.250000 Penalty: 1797.268433
	Iteration 0F: 3 clusters Score -683592.2 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -686911.062500 Penalty: 1797.268433
	Iteration 1F: 3 clusters Score -686911.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -687152.437500 Penalty: 1797.268433
	Iteration 2F: 3 clusters Score -687152.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -687344.187500 Penalty: 1797.268433
	Iteration 3Q: 3 clusters Score -687344.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -687526.125000 Penalty: 1797.268433
	Iteration 4Q: 3 clusters Score -687526.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -687725.437500 Penalty: 1797.268433
	Iteration 5Q: 3 clusters Score -687725.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -688000.562500 Penalty: 1797.268433
	Iteration 6Q: 3 clusters Score -688000.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -688374.937500 Penalty: 1797.268433
	Iteration 7Q: 3 clusters Score -688374.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -688824.812500 Penalty: 1797.268433
	Iteration 8F: 3 clusters Score -688824.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -689336.375000 Penalty: 1797.268433
	Iteration 9F: 3 clusters Score -689336.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -689793.062500 Penalty: 1797.268433
	Iteration 10Q: 3 clusters Score -689793.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -690159.750000 Penalty: 1797.268433
	Iteration 11Q: 3 clusters Score -690159.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -690395.687500 Penalty: 1797.268433
	Iteration 12Q: 3 clusters Score -690395.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -690570.437500 Penalty: 1797.268433
	Iteration 13Q: 3 clusters Score -690570.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -690712.625000 Penalty: 1797.268433
	Iteration 14Q: 3 clusters Score -690712.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -690830.687500 Penalty: 1797.268433
	Iteration 15Q: 3 clusters Score -690830.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -690922.500000 Penalty: 1797.268433
	Iteration 16Q: 3 clusters Score -690922.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -691000.812500 Penalty: 1797.268433
	Iteration 17Q: 3 clusters Score -691000.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -691089.062500 Penalty: 1797.268433
	Iteration 18Q: 3 clusters Score -691089.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -691165.187500 Penalty: 1797.268433
	Iteration 19Q: 3 clusters Score -691165.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -691228.312500 Penalty: 1797.268433
	Iteration 20F: 3 clusters Score -691228.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -691302.437500 Penalty: 1797.268433
	Iteration 21Q: 3 clusters Score -691302.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -691375.750000 Penalty: 1797.268433
	Iteration 22Q: 3 clusters Score -691375.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -691440.125000 Penalty: 1797.268433
	Iteration 23Q: 3 clusters Score -691440.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -691497.625000 Penalty: 1797.268433
	Iteration 24Q: 3 clusters Score -691497.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -691532.187500 Penalty: 1797.268433
	Iteration 25Q: 3 clusters Score -691532.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -691555.687500 Penalty: 1797.268433
	Iteration 26Q: 3 clusters Score -691555.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -691570.125000 Penalty: 1797.268433
	Iteration 27Q: 3 clusters Score -691570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -691577.250000 Penalty: 1797.268433
	Iteration 28Q: 3 clusters Score -691577.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -691581.937500 Penalty: 1797.268433
	Iteration 29Q: 3 clusters Score -691581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -691585.687500 Penalty: 1797.268433
	Iteration 30Q: 3 clusters Score -691585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -691585.375000 Penalty: 1797.268433
	Iteration 31Q: 3 clusters Score -691585.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -691585.375000 Penalty: 1797.268433
	Iteration 32F: 3 clusters Score -691585.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -342106.187500 Penalty: 832.332397
	Iteration 0F: 2 clusters Score -342106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -337641.906250 Penalty: 1664.664795
	Iteration 0F: 3 clusters Score -337641.9 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -339195.625000 Penalty: 1664.664795
	Iteration 1F: 3 clusters Score -339195.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -339496.500000 Penalty: 1664.664795
	Iteration 2F: 3 clusters Score -339496.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -339706.781250 Penalty: 1664.664795
	Iteration 3F: 3 clusters Score -339706.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -339896.437500 Penalty: 1664.664795
	Iteration 4F: 3 clusters Score -339896.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -340088.000000 Penalty: 1664.664795
	Iteration 5F: 3 clusters Score -340088 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -340309.312500 Penalty: 1664.664795
	Iteration 6F: 3 clusters Score -340309.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -340504.500000 Penalty: 1664.664795
	Iteration 7Q: 3 clusters Score -340504.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -340678.343750 Penalty: 1664.664795
	Iteration 8Q: 3 clusters Score -340678.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -340810.343750 Penalty: 1664.664795
	Iteration 9Q: 3 clusters Score -340810.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -340897.250000 Penalty: 1664.664795
	Iteration 10Q: 3 clusters Score -340897.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -340989.875000 Penalty: 1664.664795
	Iteration 11Q: 3 clusters Score -340989.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -341083.062500 Penalty: 1664.664795
	Iteration 12Q: 3 clusters Score -341083.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -341160.843750 Penalty: 1664.664795
	Iteration 13Q: 3 clusters Score -341160.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -341235.750000 Penalty: 1664.664795
	Iteration 14Q: 3 clusters Score -341235.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -341283.718750 Penalty: 1664.664795
	Iteration 15Q: 3 clusters Score -341283.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -341316.656250 Penalty: 1664.664795
	Iteration 16Q: 3 clusters Score -341316.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -341338.687500 Penalty: 1664.664795
	Iteration 17Q: 3 clusters Score -341338.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -341351.281250 Penalty: 1664.664795
	Iteration 18Q: 3 clusters Score -341351.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -341361.500000 Penalty: 1664.664795
	Iteration 19Q: 3 clusters Score -341361.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -341368.062500 Penalty: 1664.664795
	Iteration 20F: 3 clusters Score -341368.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -341374.250000 Penalty: 1664.664795
	Iteration 21Q: 3 clusters Score -341374.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -341381.750000 Penalty: 1664.664795
	Iteration 22Q: 3 clusters Score -341381.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -341386.062500 Penalty: 1664.664795
	Iteration 23Q: 3 clusters Score -341386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -341390.437500 Penalty: 1664.664795
	Iteration 24Q: 3 clusters Score -341390.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -341395.062500 Penalty: 1664.664795
	Iteration 25Q: 3 clusters Score -341395.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -341398.687500 Penalty: 1664.664795
	Iteration 26Q: 3 clusters Score -341398.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -341404.187500 Penalty: 1664.664795
	Iteration 27Q: 3 clusters Score -341404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -341406.062500 Penalty: 1664.664795
	Iteration 28Q: 3 clusters Score -341406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -341409.968750 Penalty: 1664.664795
	Iteration 29Q: 3 clusters Score -341410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -341412.500000 Penalty: 1664.664795
	Iteration 30Q: 3 clusters Score -341412.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -341413.906250 Penalty: 1664.664795
	Iteration 31Q: 3 clusters Score -341413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -341415.375000 Penalty: 1664.664795
	Iteration 32Q: 3 clusters Score -341415.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -341417.125000 Penalty: 1664.664795
	Iteration 33Q: 3 clusters Score -341417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -341417.125000 Penalty: 1664.664795
	Iteration 34F: 3 clusters Score -341417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Entering Unmasked Estep 
Score: -1394729.250000 Penalty: 959.519531
	Iteration 0F: 2 clusters Score -1394729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1378337.625000 Penalty: 1919.039062
	Iteration 0F: 3 clusters Score -1378338 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1384895.000000 Penalty: 1919.039062
	Iteration 1F: 3 clusters Score -1384895 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1385181.375000 Penalty: 1919.039062
	Iteration 2Q: 3 clusters Score -1385181 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1385460.375000 Penalty: 1919.039062
	Iteration 3Q: 3 clusters Score -1385460 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1385750.250000 Penalty: 1919.039062
	Iteration 4Q: 3 clusters Score -1385750 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1386104.000000 Penalty: 1919.039062
	Iteration 5Q: 3 clusters Score -1386104 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1386592.500000 Penalty: 1919.039062
	Iteration 6Q: 3 clusters Score -1386592 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1387212.250000 Penalty: 1919.039062
	Iteration 7Q: 3 clusters Score -1387212 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1387967.625000 Penalty: 1919.039062
	Iteration 8F: 3 clusters Score -1387968 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1388802.250000 Penalty: 1919.039062
	Iteration 9F: 3 clusters Score -1388802 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1389545.250000 Penalty: 1919.039062
	Iteration 10F: 3 clusters Score -1389545 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1390196.875000 Penalty: 1919.039062
	Iteration 11Q: 3 clusters Score -1390197 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1390694.875000 Penalty: 1919.039062
	Iteration 12Q: 3 clusters Score -1390695 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1391015.000000 Penalty: 1919.039062
	Iteration 13Q: 3 clusters Score -1391015 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1391214.625000 Penalty: 1919.039062
	Iteration 14Q: 3 clusters Score -1391215 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1391426.625000 Penalty: 1919.039062
	Iteration 15Q: 3 clusters Score -1391427 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1391648.625000 Penalty: 1919.039062
	Iteration 16Q: 3 clusters Score -1391649 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1391880.875000 Penalty: 1919.039062
	Iteration 17Q: 3 clusters Score -1391881 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1392122.000000 Penalty: 1919.039062
	Iteration 18Q: 3 clusters Score -1392122 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1392333.500000 Penalty: 1919.039062
	Iteration 19Q: 3 clusters Score -1392334 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1392511.000000 Penalty: 1919.039062
	Iteration 20F: 3 clusters Score -1392511 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1392655.375000 Penalty: 1919.039062
	Iteration 21Q: 3 clusters Score -1392655 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1392758.250000 Penalty: 1919.039062
	Iteration 22Q: 3 clusters Score -1392758 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1392852.375000 Penalty: 1919.039062
	Iteration 23Q: 3 clusters Score -1392852 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1392933.875000 Penalty: 1919.039062
	Iteration 24Q: 3 clusters Score -1392934 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1393008.875000 Penalty: 1919.039062
	Iteration 25Q: 3 clusters Score -1393009 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1393097.625000 Penalty: 1919.039062
	Iteration 26Q: 3 clusters Score -1393098 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1393169.875000 Penalty: 1919.039062
	Iteration 27Q: 3 clusters Score -1393170 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1393228.375000 Penalty: 1919.039062
	Iteration 28Q: 3 clusters Score -1393228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1393272.125000 Penalty: 1919.039062
	Iteration 29Q: 3 clusters Score -1393272 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1393312.625000 Penalty: 1919.039062
	Iteration 30Q: 3 clusters Score -1393313 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1393354.625000 Penalty: 1919.039062
	Iteration 31Q: 3 clusters Score -1393355 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1393384.750000 Penalty: 1919.039062
	Iteration 32Q: 3 clusters Score -1393385 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1393427.500000 Penalty: 1919.039062
	Iteration 33Q: 3 clusters Score -1393428 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1393472.750000 Penalty: 1919.039062
	Iteration 34Q: 3 clusters Score -1393473 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1393515.000000 Penalty: 1919.039062
	Iteration 35Q: 3 clusters Score -1393515 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1393541.250000 Penalty: 1919.039062
	Iteration 36Q: 3 clusters Score -1393541 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1393558.000000 Penalty: 1919.039062
	Iteration 37Q: 3 clusters Score -1393558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1393576.875000 Penalty: 1919.039062
	Iteration 38Q: 3 clusters Score -1393577 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1393596.500000 Penalty: 1919.039062
	Iteration 39Q: 3 clusters Score -1393596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1393614.750000 Penalty: 1919.039062
	Iteration 40F: 3 clusters Score -1393615 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1393645.625000 Penalty: 1919.039062
	Iteration 41Q: 3 clusters Score -1393646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1393659.000000 Penalty: 1919.039062
	Iteration 42Q: 3 clusters Score -1393659 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1393679.500000 Penalty: 1919.039062
	Iteration 43Q: 3 clusters Score -1393680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1393695.250000 Penalty: 1919.039062
	Iteration 44Q: 3 clusters Score -1393695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1393709.250000 Penalty: 1919.039062
	Iteration 45Q: 3 clusters Score -1393709 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1393726.875000 Penalty: 1919.039062
	Iteration 46Q: 3 clusters Score -1393727 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1393738.125000 Penalty: 1919.039062
	Iteration 47Q: 3 clusters Score -1393738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1393747.000000 Penalty: 1919.039062
	Iteration 48Q: 3 clusters Score -1393747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1393753.500000 Penalty: 1919.039062
	Iteration 49Q: 3 clusters Score -1393754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1393761.875000 Penalty: 1919.039062
	Iteration 50Q: 3 clusters Score -1393762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1393773.000000 Penalty: 1919.039062
	Iteration 51Q: 3 clusters Score -1393773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1393781.875000 Penalty: 1919.039062
	Iteration 52Q: 3 clusters Score -1393782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1393788.375000 Penalty: 1919.039062
	Iteration 53Q: 3 clusters Score -1393788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1393798.750000 Penalty: 1919.039062
	Iteration 54Q: 3 clusters Score -1393799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1393808.750000 Penalty: 1919.039062
	Iteration 55Q: 3 clusters Score -1393809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1393821.625000 Penalty: 1919.039062
	Iteration 56Q: 3 clusters Score -1393822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1393830.125000 Penalty: 1919.039062
	Iteration 57Q: 3 clusters Score -1393830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1393841.875000 Penalty: 1919.039062
	Iteration 58Q: 3 clusters Score -1393842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1393846.875000 Penalty: 1919.039062
	Iteration 59Q: 3 clusters Score -1393847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1393848.500000 Penalty: 1919.039062
	Iteration 60F: 3 clusters Score -1393848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1393860.500000 Penalty: 1919.039062
	Iteration 61Q: 3 clusters Score -1393860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1393865.500000 Penalty: 1919.039062
	Iteration 62Q: 3 clusters Score -1393866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1393876.250000 Penalty: 1919.039062
	Iteration 63Q: 3 clusters Score -1393876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1393889.125000 Penalty: 1919.039062
	Iteration 64Q: 3 clusters Score -1393889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1393897.875000 Penalty: 1919.039062
	Iteration 65Q: 3 clusters Score -1393898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1393909.750000 Penalty: 1919.039062
	Iteration 66Q: 3 clusters Score -1393910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1393920.000000 Penalty: 1919.039062
	Iteration 67Q: 3 clusters Score -1393920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1393922.000000 Penalty: 1919.039062
	Iteration 68Q: 3 clusters Score -1393922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1393927.625000 Penalty: 1919.039062
	Iteration 69Q: 3 clusters Score -1393928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1393936.375000 Penalty: 1919.039062
	Iteration 70Q: 3 clusters Score -1393936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1393942.625000 Penalty: 1919.039062
	Iteration 71Q: 3 clusters Score -1393943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1393948.750000 Penalty: 1919.039062
	Iteration 72Q: 3 clusters Score -1393949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1393951.250000 Penalty: 1919.039062
	Iteration 73Q: 3 clusters Score -1393951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1393954.000000 Penalty: 1919.039062
	Iteration 74Q: 3 clusters Score -1393954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1393955.500000 Penalty: 1919.039062
	Iteration 75Q: 3 clusters Score -1393956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1393956.875000 Penalty: 1919.039062
	Iteration 76Q: 3 clusters Score -1393957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1393956.875000 Penalty: 1919.039062
	Iteration 77F: 3 clusters Score -1393957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Entering Unmasked Estep 
Score: -2342267.750000 Penalty: 1022.073547
	Iteration 0F: 2 clusters Score -2342268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2310864.500000 Penalty: 2044.147095
	Iteration 0F: 3 clusters Score -2310864 nChanged 22298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2323903.500000 Penalty: 2044.147095
	Iteration 1F: 3 clusters Score -2323904 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2324746.500000 Penalty: 2044.147095
	Iteration 2Q: 3 clusters Score -2324746 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2325791.750000 Penalty: 2044.147095
	Iteration 3Q: 3 clusters Score -2325792 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2327060.250000 Penalty: 2044.147095
	Iteration 4F: 3 clusters Score -2327060 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -2328509.500000 Penalty: 2044.147095
	Iteration 5F: 3 clusters Score -2328510 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -2329830.250000 Penalty: 2044.147095
	Iteration 6F: 3 clusters Score -2329830 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2330998.500000 Penalty: 2044.147095
	Iteration 7Q: 3 clusters Score -2330998 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -2332014.750000 Penalty: 2044.147095
	Iteration 8Q: 3 clusters Score -2332015 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2332811.000000 Penalty: 2044.147095
	Iteration 9Q: 3 clusters Score -2332811 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -2333393.750000 Penalty: 2044.147095
	Iteration 10Q: 3 clusters Score -2333394 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -2333792.000000 Penalty: 2044.147095
	Iteration 11Q: 3 clusters Score -2333792 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -2334061.000000 Penalty: 2044.147095
	Iteration 12Q: 3 clusters Score -2334061 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -2334249.250000 Penalty: 2044.147095
	Iteration 13Q: 3 clusters Score -2334249 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -2334387.750000 Penalty: 2044.147095
	Iteration 14Q: 3 clusters Score -2334388 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -2334508.500000 Penalty: 2044.147095
	Iteration 15Q: 3 clusters Score -2334508 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -2334614.500000 Penalty: 2044.147095
	Iteration 16Q: 3 clusters Score -2334614 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -2334733.750000 Penalty: 2044.147095
	Iteration 17Q: 3 clusters Score -2334734 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -2334833.750000 Penalty: 2044.147095
	Iteration 18Q: 3 clusters Score -2334834 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -2334961.000000 Penalty: 2044.147095
	Iteration 19Q: 3 clusters Score -2334961 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -2335064.500000 Penalty: 2044.147095
	Iteration 20F: 3 clusters Score -2335064 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -2335176.750000 Penalty: 2044.147095
	Iteration 21Q: 3 clusters Score -2335177 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -2335287.000000 Penalty: 2044.147095
	Iteration 22Q: 3 clusters Score -2335287 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -2335412.000000 Penalty: 2044.147095
	Iteration 23Q: 3 clusters Score -2335412 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -2335520.500000 Penalty: 2044.147095
	Iteration 24Q: 3 clusters Score -2335520 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -2335630.500000 Penalty: 2044.147095
	Iteration 25Q: 3 clusters Score -2335630 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -2335739.750000 Penalty: 2044.147095
	Iteration 26Q: 3 clusters Score -2335740 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -2335841.250000 Penalty: 2044.147095
	Iteration 27Q: 3 clusters Score -2335841 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -2335968.000000 Penalty: 2044.147095
	Iteration 28Q: 3 clusters Score -2335968 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -2336090.250000 Penalty: 2044.147095
	Iteration 29Q: 3 clusters Score -2336090 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -2336219.000000 Penalty: 2044.147095
	Iteration 30Q: 3 clusters Score -2336219 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -2336355.500000 Penalty: 2044.147095
	Iteration 31Q: 3 clusters Score -2336356 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -2336501.250000 Penalty: 2044.147095
	Iteration 32Q: 3 clusters Score -2336501 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -2336653.750000 Penalty: 2044.147095
	Iteration 33Q: 3 clusters Score -2336654 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -2336850.250000 Penalty: 2044.147095
	Iteration 34Q: 3 clusters Score -2336850 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -2337082.000000 Penalty: 2044.147095
	Iteration 35Q: 3 clusters Score -2337082 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -2337398.000000 Penalty: 2044.147095
	Iteration 36Q: 3 clusters Score -2337398 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -2337778.250000 Penalty: 2044.147095
	Iteration 37Q: 3 clusters Score -2337778 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -2338225.250000 Penalty: 2044.147095
	Iteration 38Q: 3 clusters Score -2338225 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -2338695.500000 Penalty: 2044.147095
	Iteration 39Q: 3 clusters Score -2338696 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -2339182.000000 Penalty: 2044.147095
	Iteration 40F: 3 clusters Score -2339182 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -2339692.750000 Penalty: 2044.147095
	Iteration 41Q: 3 clusters Score -2339693 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -2340140.500000 Penalty: 2044.147095
	Iteration 42Q: 3 clusters Score -2340140 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -2340494.250000 Penalty: 2044.147095
	Iteration 43Q: 3 clusters Score -2340494 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -2340757.500000 Penalty: 2044.147095
	Iteration 44Q: 3 clusters Score -2340758 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -2340941.000000 Penalty: 2044.147095
	Iteration 45Q: 3 clusters Score -2340941 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -2341102.000000 Penalty: 2044.147095
	Iteration 46Q: 3 clusters Score -2341102 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -2341196.500000 Penalty: 2044.147095
	Iteration 47Q: 3 clusters Score -2341196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -2341262.250000 Penalty: 2044.147095
	Iteration 48Q: 3 clusters Score -2341262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -2341299.250000 Penalty: 2044.147095
	Iteration 49Q: 3 clusters Score -2341299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -2341328.750000 Penalty: 2044.147095
	Iteration 50Q: 3 clusters Score -2341329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -2341340.500000 Penalty: 2044.147095
	Iteration 51Q: 3 clusters Score -2341340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -2341355.250000 Penalty: 2044.147095
	Iteration 52Q: 3 clusters Score -2341355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -2341360.250000 Penalty: 2044.147095
	Iteration 53Q: 3 clusters Score -2341360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -2341365.750000 Penalty: 2044.147095
	Iteration 54Q: 3 clusters Score -2341366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -2341367.000000 Penalty: 2044.147095
	Iteration 55Q: 3 clusters Score -2341367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -2341370.000000 Penalty: 2044.147095
	Iteration 56Q: 3 clusters Score -2341370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -2341377.750000 Penalty: 2044.147095
	Iteration 57Q: 3 clusters Score -2341378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -2341385.000000 Penalty: 2044.147095
	Iteration 58Q: 3 clusters Score -2341385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -2341390.000000 Penalty: 2044.147095
	Iteration 59Q: 3 clusters Score -2341390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -2341391.750000 Penalty: 2044.147095
	Iteration 60F: 3 clusters Score -2341392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -2341393.250000 Penalty: 2044.147095
	Iteration 61Q: 3 clusters Score -2341393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -2341394.250000 Penalty: 2044.147095
	Iteration 62Q: 3 clusters Score -2341394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -2341393.250000 Penalty: 2044.147095
	Iteration 63Q: 3 clusters Score -2341393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -2341394.000000 Penalty: 2044.147095
	Iteration 64Q: 3 clusters Score -2341394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -2341394.250000 Penalty: 2044.147095
	Iteration 65Q: 3 clusters Score -2341394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -2341394.000000 Penalty: 2044.147095
	Iteration 66Q: 3 clusters Score -2341394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -2341395.250000 Penalty: 2044.147095
	Iteration 67Q: 3 clusters Score -2341395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -2341395.250000 Penalty: 2044.147095
	Iteration 68F: 3 clusters Score -2341395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Entering Unmasked Estep 
Score: -86517.531250 Penalty: 704.498840
	Iteration 0F: 2 clusters Score -86517.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -85018.015625 Penalty: 1408.997681
	Iteration 0F: 3 clusters Score -85018.02 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -85392.351562 Penalty: 1408.997681
	Iteration 1F: 3 clusters Score -85392.35 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -85463.132812 Penalty: 1408.997681
	Iteration 2F: 3 clusters Score -85463.13 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -85513.000000 Penalty: 1408.997681
	Iteration 3Q: 3 clusters Score -85513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -85540.906250 Penalty: 1408.997681
	Iteration 4Q: 3 clusters Score -85540.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -85557.015625 Penalty: 1408.997681
	Iteration 5Q: 3 clusters Score -85557.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85569.179688 Penalty: 1408.997681
	Iteration 6Q: 3 clusters Score -85569.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -85582.476562 Penalty: 1408.997681
	Iteration 7Q: 3 clusters Score -85582.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -85596.265625 Penalty: 1408.997681
	Iteration 8Q: 3 clusters Score -85596.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -85610.062500 Penalty: 1408.997681
	Iteration 9Q: 3 clusters Score -85610.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -85621.148438 Penalty: 1408.997681
	Iteration 10Q: 3 clusters Score -85621.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -85631.359375 Penalty: 1408.997681
	Iteration 11Q: 3 clusters Score -85631.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -85643.296875 Penalty: 1408.997681
	Iteration 12Q: 3 clusters Score -85643.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -85658.101562 Penalty: 1408.997681
	Iteration 13Q: 3 clusters Score -85658.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -85673.039062 Penalty: 1408.997681
	Iteration 14Q: 3 clusters Score -85673.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -85683.320312 Penalty: 1408.997681
	Iteration 15Q: 3 clusters Score -85683.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -85690.460938 Penalty: 1408.997681
	Iteration 16Q: 3 clusters Score -85690.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -85694.890625 Penalty: 1408.997681
	Iteration 17Q: 3 clusters Score -85694.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -85698.679688 Penalty: 1408.997681
	Iteration 18Q: 3 clusters Score -85698.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -85702.187500 Penalty: 1408.997681
	Iteration 19Q: 3 clusters Score -85702.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -85707.656250 Penalty: 1408.997681
	Iteration 20F: 3 clusters Score -85707.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -85714.656250 Penalty: 1408.997681
	Iteration 21Q: 3 clusters Score -85714.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85722.070312 Penalty: 1408.997681
	Iteration 22Q: 3 clusters Score -85722.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -85730.859375 Penalty: 1408.997681
	Iteration 23Q: 3 clusters Score -85730.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85748.773438 Penalty: 1408.997681
	Iteration 24Q: 3 clusters Score -85748.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85773.523438 Penalty: 1408.997681
	Iteration 25Q: 3 clusters Score -85773.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85793.773438 Penalty: 1408.997681
	Iteration 26Q: 3 clusters Score -85793.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85815.765625 Penalty: 1408.997681
	Iteration 27Q: 3 clusters Score -85815.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85837.562500 Penalty: 1408.997681
	Iteration 28Q: 3 clusters Score -85837.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85862.273438 Penalty: 1408.997681
	Iteration 29Q: 3 clusters Score -85862.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85879.234375 Penalty: 1408.997681
	Iteration 30Q: 3 clusters Score -85879.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85900.593750 Penalty: 1408.997681
	Iteration 31Q: 3 clusters Score -85900.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85925.406250 Penalty: 1408.997681
	Iteration 32Q: 3 clusters Score -85925.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85953.210938 Penalty: 1408.997681
	Iteration 33Q: 3 clusters Score -85953.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85967.601562 Penalty: 1408.997681
	Iteration 34Q: 3 clusters Score -85967.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -85983.000000 Penalty: 1408.997681
	Iteration 35Q: 3 clusters Score -85983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -85997.265625 Penalty: 1408.997681
	Iteration 36Q: 3 clusters Score -85997.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -86001.960938 Penalty: 1408.997681
	Iteration 37Q: 3 clusters Score -86001.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -86003.195312 Penalty: 1408.997681
	Iteration 38Q: 3 clusters Score -86003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -86004.109375 Penalty: 1408.997681
	Iteration 39Q: 3 clusters Score -86004.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -86005.984375 Penalty: 1408.997681
	Iteration 40F: 3 clusters Score -86005.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -86008.953125 Penalty: 1408.997681
	Iteration 41Q: 3 clusters Score -86008.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -86012.515625 Penalty: 1408.997681
	Iteration 42Q: 3 clusters Score -86012.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -86014.531250 Penalty: 1408.997681
	Iteration 43Q: 3 clusters Score -86014.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -86015.578125 Penalty: 1408.997681
	Iteration 44Q: 3 clusters Score -86015.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -86015.578125 Penalty: 1408.997681
	Iteration 45F: 3 clusters Score -86015.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Entering Unmasked Estep 
Score: -741699.625000 Penalty: 904.840820
	Iteration 0F: 2 clusters Score -741699.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -732457.562500 Penalty: 1809.681641
	Iteration 0F: 3 clusters Score -732457.6 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -736034.250000 Penalty: 1809.681641
	Iteration 1F: 3 clusters Score -736034.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -736364.312500 Penalty: 1809.681641
	Iteration 2F: 3 clusters Score -736364.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -736683.562500 Penalty: 1809.681641
	Iteration 3F: 3 clusters Score -736683.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -737041.687500 Penalty: 1809.681641
	Iteration 4F: 3 clusters Score -737041.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -737463.312500 Penalty: 1809.681641
	Iteration 5F: 3 clusters Score -737463.3 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -737915.125000 Penalty: 1809.681641
	Iteration 6F: 3 clusters Score -737915.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -738335.000000 Penalty: 1809.681641
	Iteration 7F: 3 clusters Score -738335 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -738631.562500 Penalty: 1809.681641
	Iteration 8Q: 3 clusters Score -738631.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -738787.000000 Penalty: 1809.681641
	Iteration 9Q: 3 clusters Score -738787 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -738875.250000 Penalty: 1809.681641
	Iteration 10Q: 3 clusters Score -738875.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -738934.375000 Penalty: 1809.681641
	Iteration 11Q: 3 clusters Score -738934.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -738975.375000 Penalty: 1809.681641
	Iteration 12Q: 3 clusters Score -738975.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -739010.625000 Penalty: 1809.681641
	Iteration 13Q: 3 clusters Score -739010.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -739039.250000 Penalty: 1809.681641
	Iteration 14Q: 3 clusters Score -739039.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -739073.562500 Penalty: 1809.681641
	Iteration 15Q: 3 clusters Score -739073.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -739107.187500 Penalty: 1809.681641
	Iteration 16Q: 3 clusters Score -739107.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -739159.437500 Penalty: 1809.681641
	Iteration 17Q: 3 clusters Score -739159.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -739205.125000 Penalty: 1809.681641
	Iteration 18Q: 3 clusters Score -739205.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -739250.437500 Penalty: 1809.681641
	Iteration 19Q: 3 clusters Score -739250.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -739290.375000 Penalty: 1809.681641
	Iteration 20F: 3 clusters Score -739290.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -739334.562500 Penalty: 1809.681641
	Iteration 21Q: 3 clusters Score -739334.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -739383.375000 Penalty: 1809.681641
	Iteration 22Q: 3 clusters Score -739383.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -739427.187500 Penalty: 1809.681641
	Iteration 23Q: 3 clusters Score -739427.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -739486.375000 Penalty: 1809.681641
	Iteration 24Q: 3 clusters Score -739486.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -739556.687500 Penalty: 1809.681641
	Iteration 25Q: 3 clusters Score -739556.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -739637.187500 Penalty: 1809.681641
	Iteration 26Q: 3 clusters Score -739637.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -739725.812500 Penalty: 1809.681641
	Iteration 27Q: 3 clusters Score -739725.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -739823.812500 Penalty: 1809.681641
	Iteration 28Q: 3 clusters Score -739823.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -739906.812500 Penalty: 1809.681641
	Iteration 29Q: 3 clusters Score -739906.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -739997.562500 Penalty: 1809.681641
	Iteration 30Q: 3 clusters Score -739997.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -740080.625000 Penalty: 1809.681641
	Iteration 31Q: 3 clusters Score -740080.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -740154.875000 Penalty: 1809.681641
	Iteration 32Q: 3 clusters Score -740154.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -740213.562500 Penalty: 1809.681641
	Iteration 33Q: 3 clusters Score -740213.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -740274.187500 Penalty: 1809.681641
	Iteration 34Q: 3 clusters Score -740274.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -740338.375000 Penalty: 1809.681641
	Iteration 35Q: 3 clusters Score -740338.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -740403.375000 Penalty: 1809.681641
	Iteration 36Q: 3 clusters Score -740403.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -740454.687500 Penalty: 1809.681641
	Iteration 37Q: 3 clusters Score -740454.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -740509.500000 Penalty: 1809.681641
	Iteration 38Q: 3 clusters Score -740509.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -740559.062500 Penalty: 1809.681641
	Iteration 39Q: 3 clusters Score -740559.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -740600.625000 Penalty: 1809.681641
	Iteration 40F: 3 clusters Score -740600.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -740636.125000 Penalty: 1809.681641
	Iteration 41Q: 3 clusters Score -740636.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -740664.625000 Penalty: 1809.681641
	Iteration 42Q: 3 clusters Score -740664.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -740687.750000 Penalty: 1809.681641
	Iteration 43Q: 3 clusters Score -740687.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -740706.187500 Penalty: 1809.681641
	Iteration 44Q: 3 clusters Score -740706.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -740726.375000 Penalty: 1809.681641
	Iteration 45Q: 3 clusters Score -740726.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -740742.625000 Penalty: 1809.681641
	Iteration 46Q: 3 clusters Score -740742.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -740759.750000 Penalty: 1809.681641
	Iteration 47Q: 3 clusters Score -740759.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -740773.437500 Penalty: 1809.681641
	Iteration 48Q: 3 clusters Score -740773.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -740787.187500 Penalty: 1809.681641
	Iteration 49Q: 3 clusters Score -740787.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -740798.500000 Penalty: 1809.681641
	Iteration 50Q: 3 clusters Score -740798.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -740810.687500 Penalty: 1809.681641
	Iteration 51Q: 3 clusters Score -740810.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -740821.062500 Penalty: 1809.681641
	Iteration 52Q: 3 clusters Score -740821.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -740834.000000 Penalty: 1809.681641
	Iteration 53Q: 3 clusters Score -740834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -740844.500000 Penalty: 1809.681641
	Iteration 54Q: 3 clusters Score -740844.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -740859.937500 Penalty: 1809.681641
	Iteration 55Q: 3 clusters Score -740859.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -740870.562500 Penalty: 1809.681641
	Iteration 56Q: 3 clusters Score -740870.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -740881.312500 Penalty: 1809.681641
	Iteration 57Q: 3 clusters Score -740881.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -740890.375000 Penalty: 1809.681641
	Iteration 58Q: 3 clusters Score -740890.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -740898.437500 Penalty: 1809.681641
	Iteration 59Q: 3 clusters Score -740898.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -740901.187500 Penalty: 1809.681641
	Iteration 60F: 3 clusters Score -740901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -740905.750000 Penalty: 1809.681641
	Iteration 61Q: 3 clusters Score -740905.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -740909.937500 Penalty: 1809.681641
	Iteration 62Q: 3 clusters Score -740909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -740915.625000 Penalty: 1809.681641
	Iteration 63Q: 3 clusters Score -740915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -740918.562500 Penalty: 1809.681641
	Iteration 64Q: 3 clusters Score -740918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -740921.000000 Penalty: 1809.681641
	Iteration 65Q: 3 clusters Score -740921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -740923.312500 Penalty: 1809.681641
	Iteration 66Q: 3 clusters Score -740923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -740925.875000 Penalty: 1809.681641
	Iteration 67Q: 3 clusters Score -740925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -740930.375000 Penalty: 1809.681641
	Iteration 68Q: 3 clusters Score -740930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -740939.187500 Penalty: 1809.681641
	Iteration 69Q: 3 clusters Score -740939.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -740944.250000 Penalty: 1809.681641
	Iteration 70Q: 3 clusters Score -740944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -740945.062500 Penalty: 1809.681641
	Iteration 71Q: 3 clusters Score -740945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -740945.250000 Penalty: 1809.681641
	Iteration 72Q: 3 clusters Score -740945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -740947.812500 Penalty: 1809.681641
	Iteration 73Q: 3 clusters Score -740947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -740949.000000 Penalty: 1809.681641
	Iteration 74Q: 3 clusters Score -740949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -740949.875000 Penalty: 1809.681641
	Iteration 75Q: 3 clusters Score -740949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -740950.000000 Penalty: 1809.681641
	Iteration 76Q: 3 clusters Score -740950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -740951.000000 Penalty: 1809.681641
	Iteration 77Q: 3 clusters Score -740951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -740951.000000 Penalty: 1809.681641
	Iteration 78F: 3 clusters Score -740951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -134624.593750 Penalty: 745.870850
	Iteration 0F: 2 clusters Score -134624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -132586.953125 Penalty: 1491.741699
	Iteration 0F: 3 clusters Score -132587 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -133252.234375 Penalty: 1491.741699
	Iteration 1F: 3 clusters Score -133252.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -133469.843750 Penalty: 1491.741699
	Iteration 2F: 3 clusters Score -133469.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -133607.046875 Penalty: 1491.741699
	Iteration 3F: 3 clusters Score -133607 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -133697.625000 Penalty: 1491.741699
	Iteration 4F: 3 clusters Score -133697.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -133802.140625 Penalty: 1491.741699
	Iteration 5F: 3 clusters Score -133802.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -133914.265625 Penalty: 1491.741699
	Iteration 6F: 3 clusters Score -133914.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -134000.859375 Penalty: 1491.741699
	Iteration 7Q: 3 clusters Score -134000.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -134069.468750 Penalty: 1491.741699
	Iteration 8Q: 3 clusters Score -134069.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134119.187500 Penalty: 1491.741699
	Iteration 9Q: 3 clusters Score -134119.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -134154.031250 Penalty: 1491.741699
	Iteration 10Q: 3 clusters Score -134154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134179.203125 Penalty: 1491.741699
	Iteration 11Q: 3 clusters Score -134179.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -134205.843750 Penalty: 1491.741699
	Iteration 12Q: 3 clusters Score -134205.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -134222.421875 Penalty: 1491.741699
	Iteration 13Q: 3 clusters Score -134222.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -134239.953125 Penalty: 1491.741699
	Iteration 14Q: 3 clusters Score -134240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134256.078125 Penalty: 1491.741699
	Iteration 15Q: 3 clusters Score -134256.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134276.296875 Penalty: 1491.741699
	Iteration 16Q: 3 clusters Score -134276.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134306.843750 Penalty: 1491.741699
	Iteration 17Q: 3 clusters Score -134306.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134341.390625 Penalty: 1491.741699
	Iteration 18Q: 3 clusters Score -134341.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -134371.625000 Penalty: 1491.741699
	Iteration 19Q: 3 clusters Score -134371.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -134403.312500 Penalty: 1491.741699
	Iteration 20F: 3 clusters Score -134403.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -134436.921875 Penalty: 1491.741699
	Iteration 21Q: 3 clusters Score -134436.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -134458.093750 Penalty: 1491.741699
	Iteration 22Q: 3 clusters Score -134458.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -134473.015625 Penalty: 1491.741699
	Iteration 23Q: 3 clusters Score -134473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134479.546875 Penalty: 1491.741699
	Iteration 24Q: 3 clusters Score -134479.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -134483.062500 Penalty: 1491.741699
	Iteration 25Q: 3 clusters Score -134483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -134483.171875 Penalty: 1491.741699
	Iteration 26Q: 3 clusters Score -134483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -134483.656250 Penalty: 1491.741699
	Iteration 27Q: 3 clusters Score -134483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -134484.625000 Penalty: 1491.741699
	Iteration 28Q: 3 clusters Score -134484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -134484.937500 Penalty: 1491.741699
	Iteration 29Q: 3 clusters Score -134484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -134486.078125 Penalty: 1491.741699
	Iteration 30Q: 3 clusters Score -134486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -134486.078125 Penalty: 1491.741699
	Iteration 31F: 3 clusters Score -134486.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Entering Unmasked Estep 
Score: -385084.531250 Penalty: 845.888245
	Iteration 0F: 2 clusters Score -385084.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -379981.593750 Penalty: 1691.776489
	Iteration 0F: 3 clusters Score -379981.6 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -381760.437500 Penalty: 1691.776489
	Iteration 1F: 3 clusters Score -381760.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -381972.406250 Penalty: 1691.776489
	Iteration 2F: 3 clusters Score -381972.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -382181.531250 Penalty: 1691.776489
	Iteration 3F: 3 clusters Score -382181.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -382430.312500 Penalty: 1691.776489
	Iteration 4F: 3 clusters Score -382430.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -382758.625000 Penalty: 1691.776489
	Iteration 5F: 3 clusters Score -382758.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -383115.562500 Penalty: 1691.776489
	Iteration 6F: 3 clusters Score -383115.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -383482.000000 Penalty: 1691.776489
	Iteration 7F: 3 clusters Score -383482 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -383762.875000 Penalty: 1691.776489
	Iteration 8Q: 3 clusters Score -383762.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -384014.625000 Penalty: 1691.776489
	Iteration 9Q: 3 clusters Score -384014.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -384145.062500 Penalty: 1691.776489
	Iteration 10Q: 3 clusters Score -384145.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -384219.125000 Penalty: 1691.776489
	Iteration 11Q: 3 clusters Score -384219.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -384283.968750 Penalty: 1691.776489
	Iteration 12Q: 3 clusters Score -384284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -384320.718750 Penalty: 1691.776489
	Iteration 13Q: 3 clusters Score -384320.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -384338.812500 Penalty: 1691.776489
	Iteration 14Q: 3 clusters Score -384338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -384352.093750 Penalty: 1691.776489
	Iteration 15Q: 3 clusters Score -384352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -384357.750000 Penalty: 1691.776489
	Iteration 16Q: 3 clusters Score -384357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -384360.531250 Penalty: 1691.776489
	Iteration 17Q: 3 clusters Score -384360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -384361.875000 Penalty: 1691.776489
	Iteration 18Q: 3 clusters Score -384361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -384369.562500 Penalty: 1691.776489
	Iteration 19Q: 3 clusters Score -384369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -384378.125000 Penalty: 1691.776489
	Iteration 20F: 3 clusters Score -384378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -384385.718750 Penalty: 1691.776489
	Iteration 21Q: 3 clusters Score -384385.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -384401.750000 Penalty: 1691.776489
	Iteration 22Q: 3 clusters Score -384401.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -384408.562500 Penalty: 1691.776489
	Iteration 23Q: 3 clusters Score -384408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -384415.843750 Penalty: 1691.776489
	Iteration 24Q: 3 clusters Score -384415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -384416.906250 Penalty: 1691.776489
	Iteration 25Q: 3 clusters Score -384416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -384423.843750 Penalty: 1691.776489
	Iteration 26Q: 3 clusters Score -384423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -384425.781250 Penalty: 1691.776489
	Iteration 27Q: 3 clusters Score -384425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -384426.500000 Penalty: 1691.776489
	Iteration 28Q: 3 clusters Score -384426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -384428.375000 Penalty: 1691.776489
	Iteration 29Q: 3 clusters Score -384428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -384428.375000 Penalty: 1691.776489
	Iteration 30F: 3 clusters Score -384428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Entering Unmasked Estep 
Score: -1310463.000000 Penalty: 959.566284
	Iteration 0F: 2 clusters Score -1310463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1294323.625000 Penalty: 1919.132568
	Iteration 0F: 3 clusters Score -1294324 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1301020.125000 Penalty: 1919.132568
	Iteration 1F: 3 clusters Score -1301020 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1301697.125000 Penalty: 1919.132568
	Iteration 2F: 3 clusters Score -1301697 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1302571.625000 Penalty: 1919.132568
	Iteration 3F: 3 clusters Score -1302572 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1303516.250000 Penalty: 1919.132568
	Iteration 4F: 3 clusters Score -1303516 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1304394.750000 Penalty: 1919.132568
	Iteration 5F: 3 clusters Score -1304395 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1305147.875000 Penalty: 1919.132568
	Iteration 6F: 3 clusters Score -1305148 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1305730.875000 Penalty: 1919.132568
	Iteration 7Q: 3 clusters Score -1305731 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1306153.875000 Penalty: 1919.132568
	Iteration 8Q: 3 clusters Score -1306154 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1306456.875000 Penalty: 1919.132568
	Iteration 9Q: 3 clusters Score -1306457 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1306688.000000 Penalty: 1919.132568
	Iteration 10Q: 3 clusters Score -1306688 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1306878.750000 Penalty: 1919.132568
	Iteration 11Q: 3 clusters Score -1306879 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1307043.000000 Penalty: 1919.132568
	Iteration 12Q: 3 clusters Score -1307043 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1307194.125000 Penalty: 1919.132568
	Iteration 13Q: 3 clusters Score -1307194 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1307341.250000 Penalty: 1919.132568
	Iteration 14Q: 3 clusters Score -1307341 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1307491.125000 Penalty: 1919.132568
	Iteration 15Q: 3 clusters Score -1307491 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1307661.500000 Penalty: 1919.132568
	Iteration 16Q: 3 clusters Score -1307662 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1307820.500000 Penalty: 1919.132568
	Iteration 17Q: 3 clusters Score -1307820 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1308003.000000 Penalty: 1919.132568
	Iteration 18Q: 3 clusters Score -1308003 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1308222.125000 Penalty: 1919.132568
	Iteration 19Q: 3 clusters Score -1308222 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1308451.750000 Penalty: 1919.132568
	Iteration 20F: 3 clusters Score -1308452 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1308697.375000 Penalty: 1919.132568
	Iteration 21Q: 3 clusters Score -1308697 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1308947.500000 Penalty: 1919.132568
	Iteration 22Q: 3 clusters Score -1308948 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1309221.125000 Penalty: 1919.132568
	Iteration 23Q: 3 clusters Score -1309221 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1309476.000000 Penalty: 1919.132568
	Iteration 24Q: 3 clusters Score -1309476 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1309642.125000 Penalty: 1919.132568
	Iteration 25Q: 3 clusters Score -1309642 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1309763.375000 Penalty: 1919.132568
	Iteration 26Q: 3 clusters Score -1309763 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1309863.500000 Penalty: 1919.132568
	Iteration 27Q: 3 clusters Score -1309864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1309966.125000 Penalty: 1919.132568
	Iteration 28Q: 3 clusters Score -1309966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1310089.750000 Penalty: 1919.132568
	Iteration 29Q: 3 clusters Score -1310090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1310249.000000 Penalty: 1919.132568
	Iteration 30Q: 3 clusters Score -1310249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1310326.125000 Penalty: 1919.132568
	Iteration 31Q: 3 clusters Score -1310326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1310357.875000 Penalty: 1919.132568
	Iteration 32Q: 3 clusters Score -1310358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1310375.625000 Penalty: 1919.132568
	Iteration 33Q: 3 clusters Score -1310376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1310383.875000 Penalty: 1919.132568
	Iteration 34Q: 3 clusters Score -1310384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1310387.250000 Penalty: 1919.132568
	Iteration 35Q: 3 clusters Score -1310387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1310389.375000 Penalty: 1919.132568
	Iteration 36Q: 3 clusters Score -1310389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1310391.875000 Penalty: 1919.132568
	Iteration 37Q: 3 clusters Score -1310392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1310394.625000 Penalty: 1919.132568
	Iteration 38Q: 3 clusters Score -1310395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1310396.125000 Penalty: 1919.132568
	Iteration 39Q: 3 clusters Score -1310396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1310396.625000 Penalty: 1919.132568
	Iteration 40F: 3 clusters Score -1310397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (275317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275317 members 
Entering Unmasked Estep 
Score: -15363539.000000 Penalty: 1189.939453
	Iteration 0F: 2 clusters Score -1.536354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137547 members 
Mstep: Class 2 contains 137770 members 
Entering Unmasked Estep 
Score: -15179986.000000 Penalty: 2379.878906
	Iteration 0F: 3 clusters Score -1.517999e+07 nChanged 135041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 144177 members 
Entering Unmasked Estep 
Score: -15262746.000000 Penalty: 2379.878906
	Iteration 1F: 3 clusters Score -1.526275e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Mstep: Class 2 contains 148570 members 
Entering Unmasked Estep 
Score: -15265496.000000 Penalty: 2379.878906
	Iteration 2Q: 3 clusters Score -1.52655e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119882 members 
Mstep: Class 2 contains 155435 members 
Entering Unmasked Estep 
Score: -15269815.000000 Penalty: 2379.878906
	Iteration 3Q: 3 clusters Score -1.526982e+07 nChanged 14199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109675 members 
Mstep: Class 2 contains 165642 members 
Entering Unmasked Estep 
Score: -15276883.000000 Penalty: 2379.878906
	Iteration 4F: 3 clusters Score -1.527688e+07 nChanged 17120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 179302 members 
Entering Unmasked Estep 
Score: -15287147.000000 Penalty: 2379.878906
	Iteration 5F: 3 clusters Score -1.528715e+07 nChanged 19372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 196052 members 
Entering Unmasked Estep 
Score: -15300598.000000 Penalty: 2379.878906
	Iteration 6F: 3 clusters Score -1.53006e+07 nChanged 19623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 214079 members 
Entering Unmasked Estep 
Score: -15315099.000000 Penalty: 2379.878906
	Iteration 7F: 3 clusters Score -1.53151e+07 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 230865 members 
Entering Unmasked Estep 
Score: -15328769.000000 Penalty: 2379.878906
	Iteration 8F: 3 clusters Score -1.532877e+07 nChanged 13634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 244293 members 
Entering Unmasked Estep 
Score: -15339492.000000 Penalty: 2379.878906
	Iteration 9Q: 3 clusters Score -1.533949e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 254217 members 
Entering Unmasked Estep 
Score: -15347571.000000 Penalty: 2379.878906
	Iteration 10Q: 3 clusters Score -1.534757e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 260980 members 
Entering Unmasked Estep 
Score: -15353020.000000 Penalty: 2379.878906
	Iteration 11Q: 3 clusters Score -1.535302e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 265495 members 
Entering Unmasked Estep 
Score: -15356480.000000 Penalty: 2379.878906
	Iteration 12Q: 3 clusters Score -1.535648e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 268479 members 
Entering Unmasked Estep 
Score: -15358539.000000 Penalty: 2379.878906
	Iteration 13Q: 3 clusters Score -1.535854e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 270516 members 
Entering Unmasked Estep 
Score: -15359933.000000 Penalty: 2379.878906
	Iteration 14Q: 3 clusters Score -1.535993e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 271895 members 
Entering Unmasked Estep 
Score: -15360707.000000 Penalty: 2379.878906
	Iteration 15Q: 3 clusters Score -1.536071e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 272808 members 
Entering Unmasked Estep 
Score: -15361257.000000 Penalty: 2379.878906
	Iteration 16Q: 3 clusters Score -1.536126e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 273411 members 
Entering Unmasked Estep 
Score: -15361620.000000 Penalty: 2379.878906
	Iteration 17Q: 3 clusters Score -1.536162e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 273806 members 
Entering Unmasked Estep 
Score: -15361871.000000 Penalty: 2379.878906
	Iteration 18Q: 3 clusters Score -1.536187e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 274098 members 
Entering Unmasked Estep 
Score: -15362042.000000 Penalty: 2379.878906
	Iteration 19Q: 3 clusters Score -1.536204e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 274288 members 
Entering Unmasked Estep 
Score: -15362184.000000 Penalty: 2379.878906
	Iteration 20F: 3 clusters Score -1.536218e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 274406 members 
Entering Unmasked Estep 
Score: -15362259.000000 Penalty: 2379.878906
	Iteration 21Q: 3 clusters Score -1.536226e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 274470 members 
Entering Unmasked Estep 
Score: -15362331.000000 Penalty: 2379.878906
	Iteration 22Q: 3 clusters Score -1.536233e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 274518 members 
Entering Unmasked Estep 
Score: -15362372.000000 Penalty: 2379.878906
	Iteration 23Q: 3 clusters Score -1.536237e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 274568 members 
Entering Unmasked Estep 
Score: -15362442.000000 Penalty: 2379.878906
	Iteration 24Q: 3 clusters Score -1.536244e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 274612 members 
Entering Unmasked Estep 
Score: -15362480.000000 Penalty: 2379.878906
	Iteration 25Q: 3 clusters Score -1.536248e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 274656 members 
Entering Unmasked Estep 
Score: -15362500.000000 Penalty: 2379.878906
	Iteration 26Q: 3 clusters Score -1.53625e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 274691 members 
Entering Unmasked Estep 
Score: -15362512.000000 Penalty: 2379.878906
	Iteration 27Q: 3 clusters Score -1.536251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 274707 members 
Entering Unmasked Estep 
Score: -15362524.000000 Penalty: 2379.878906
	Iteration 28Q: 3 clusters Score -1.536252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 274721 members 
Entering Unmasked Estep 
Score: -15362524.000000 Penalty: 2379.878906
	Iteration 29Q: 3 clusters Score -1.536252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 274736 members 
Entering Unmasked Estep 
Score: -15362532.000000 Penalty: 2379.878906
	Iteration 30Q: 3 clusters Score -1.536253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 274752 members 
Entering Unmasked Estep 
Score: -15362551.000000 Penalty: 2379.878906
	Iteration 31Q: 3 clusters Score -1.536255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 274760 members 
Entering Unmasked Estep 
Score: -15362562.000000 Penalty: 2379.878906
	Iteration 32Q: 3 clusters Score -1.536256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 274767 members 
Entering Unmasked Estep 
Score: -15362578.000000 Penalty: 2379.878906
	Iteration 33Q: 3 clusters Score -1.536258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 274774 members 
Entering Unmasked Estep 
Score: -15362589.000000 Penalty: 2379.878906
	Iteration 34Q: 3 clusters Score -1.536259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 274777 members 
Entering Unmasked Estep 
Score: -15362593.000000 Penalty: 2379.878906
	Iteration 35Q: 3 clusters Score -1.536259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 274783 members 
Entering Unmasked Estep 
Score: -15362596.000000 Penalty: 2379.878906
	Iteration 36Q: 3 clusters Score -1.53626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 274788 members 
Entering Unmasked Estep 
Score: -15362602.000000 Penalty: 2379.878906
	Iteration 37Q: 3 clusters Score -1.53626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 274793 members 
Entering Unmasked Estep 
Score: -15362600.000000 Penalty: 2379.878906
	Iteration 38Q: 3 clusters Score -1.53626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 274796 members 
Entering Unmasked Estep 
Score: -15362605.000000 Penalty: 2379.878906
	Iteration 39Q: 3 clusters Score -1.53626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 274799 members 
Entering Unmasked Estep 
Score: -15362613.000000 Penalty: 2379.878906
	Iteration 40F: 3 clusters Score -1.536261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 274801 members 
Entering Unmasked Estep 
Score: -15362602.000000 Penalty: 2379.878906
	Iteration 41Q: 3 clusters Score -1.53626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 274805 members 
Entering Unmasked Estep 
Score: -15362615.000000 Penalty: 2379.878906
	Iteration 42Q: 3 clusters Score -1.536262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 274807 members 
Entering Unmasked Estep 
Score: -15362609.000000 Penalty: 2379.878906
	Iteration 43Q: 3 clusters Score -1.536261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 274810 members 
Entering Unmasked Estep 
Score: -15362622.000000 Penalty: 2379.878906
	Iteration 44Q: 3 clusters Score -1.536262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 274812 members 
Entering Unmasked Estep 
Score: -15362615.000000 Penalty: 2379.878906
	Iteration 45Q: 3 clusters Score -1.536262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 274812 members 
Entering Unmasked Estep 
Score: -15362615.000000 Penalty: 2379.878906
	Iteration 46F: 3 clusters Score -1.536262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Entering Unmasked Estep 
Score: -292852.437500 Penalty: 831.420166
	Iteration 0F: 2 clusters Score -292852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -288454.281250 Penalty: 1662.840332
	Iteration 0F: 3 clusters Score -288454.3 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -290003.562500 Penalty: 1662.840332
	Iteration 1F: 3 clusters Score -290003.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -290315.593750 Penalty: 1662.840332
	Iteration 2F: 3 clusters Score -290315.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -290616.281250 Penalty: 1662.840332
	Iteration 3F: 3 clusters Score -290616.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -290867.062500 Penalty: 1662.840332
	Iteration 4F: 3 clusters Score -290867.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -291066.968750 Penalty: 1662.840332
	Iteration 5F: 3 clusters Score -291067 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -291201.718750 Penalty: 1662.840332
	Iteration 6Q: 3 clusters Score -291201.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -291287.000000 Penalty: 1662.840332
	Iteration 7Q: 3 clusters Score -291287 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -291351.781250 Penalty: 1662.840332
	Iteration 8Q: 3 clusters Score -291351.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -291420.500000 Penalty: 1662.840332
	Iteration 9Q: 3 clusters Score -291420.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -291484.562500 Penalty: 1662.840332
	Iteration 10Q: 3 clusters Score -291484.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -291536.000000 Penalty: 1662.840332
	Iteration 11Q: 3 clusters Score -291536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -291590.312500 Penalty: 1662.840332
	Iteration 12Q: 3 clusters Score -291590.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -291636.218750 Penalty: 1662.840332
	Iteration 13Q: 3 clusters Score -291636.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -291695.343750 Penalty: 1662.840332
	Iteration 14Q: 3 clusters Score -291695.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -291756.718750 Penalty: 1662.840332
	Iteration 15Q: 3 clusters Score -291756.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -291832.343750 Penalty: 1662.840332
	Iteration 16Q: 3 clusters Score -291832.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -291908.281250 Penalty: 1662.840332
	Iteration 17Q: 3 clusters Score -291908.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -291964.562500 Penalty: 1662.840332
	Iteration 18Q: 3 clusters Score -291964.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -292015.031250 Penalty: 1662.840332
	Iteration 19Q: 3 clusters Score -292015 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -292065.156250 Penalty: 1662.840332
	Iteration 20F: 3 clusters Score -292065.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -292103.343750 Penalty: 1662.840332
	Iteration 21Q: 3 clusters Score -292103.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -292138.812500 Penalty: 1662.840332
	Iteration 22Q: 3 clusters Score -292138.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -292169.218750 Penalty: 1662.840332
	Iteration 23Q: 3 clusters Score -292169.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -292191.000000 Penalty: 1662.840332
	Iteration 24Q: 3 clusters Score -292191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -292207.625000 Penalty: 1662.840332
	Iteration 25Q: 3 clusters Score -292207.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -292230.031250 Penalty: 1662.840332
	Iteration 26Q: 3 clusters Score -292230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -292250.062500 Penalty: 1662.840332
	Iteration 27Q: 3 clusters Score -292250.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -292271.906250 Penalty: 1662.840332
	Iteration 28Q: 3 clusters Score -292271.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -292293.718750 Penalty: 1662.840332
	Iteration 29Q: 3 clusters Score -292293.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -292318.437500 Penalty: 1662.840332
	Iteration 30Q: 3 clusters Score -292318.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -292350.406250 Penalty: 1662.840332
	Iteration 31Q: 3 clusters Score -292350.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -292373.125000 Penalty: 1662.840332
	Iteration 32Q: 3 clusters Score -292373.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -292393.593750 Penalty: 1662.840332
	Iteration 33Q: 3 clusters Score -292393.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -292407.125000 Penalty: 1662.840332
	Iteration 34Q: 3 clusters Score -292407.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -292416.781250 Penalty: 1662.840332
	Iteration 35Q: 3 clusters Score -292416.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -292423.312500 Penalty: 1662.840332
	Iteration 36Q: 3 clusters Score -292423.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -292431.062500 Penalty: 1662.840332
	Iteration 37Q: 3 clusters Score -292431.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -292440.468750 Penalty: 1662.840332
	Iteration 38Q: 3 clusters Score -292440.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -292450.281250 Penalty: 1662.840332
	Iteration 39Q: 3 clusters Score -292450.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -292462.531250 Penalty: 1662.840332
	Iteration 40F: 3 clusters Score -292462.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -292476.968750 Penalty: 1662.840332
	Iteration 41Q: 3 clusters Score -292477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -292491.281250 Penalty: 1662.840332
	Iteration 42Q: 3 clusters Score -292491.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -292504.093750 Penalty: 1662.840332
	Iteration 43Q: 3 clusters Score -292504.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -292513.937500 Penalty: 1662.840332
	Iteration 44Q: 3 clusters Score -292513.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -292523.312500 Penalty: 1662.840332
	Iteration 45Q: 3 clusters Score -292523.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -292532.312500 Penalty: 1662.840332
	Iteration 46Q: 3 clusters Score -292532.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -292542.250000 Penalty: 1662.840332
	Iteration 47Q: 3 clusters Score -292542.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -292557.281250 Penalty: 1662.840332
	Iteration 48Q: 3 clusters Score -292557.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -292568.656250 Penalty: 1662.840332
	Iteration 49Q: 3 clusters Score -292568.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -292573.937500 Penalty: 1662.840332
	Iteration 50Q: 3 clusters Score -292573.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -292579.937500 Penalty: 1662.840332
	Iteration 51Q: 3 clusters Score -292579.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -292586.500000 Penalty: 1662.840332
	Iteration 52Q: 3 clusters Score -292586.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -292590.218750 Penalty: 1662.840332
	Iteration 53Q: 3 clusters Score -292590.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -292593.062500 Penalty: 1662.840332
	Iteration 54Q: 3 clusters Score -292593.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -292596.156250 Penalty: 1662.840332
	Iteration 55Q: 3 clusters Score -292596.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -292598.562500 Penalty: 1662.840332
	Iteration 56Q: 3 clusters Score -292598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -292600.343750 Penalty: 1662.840332
	Iteration 57Q: 3 clusters Score -292600.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -292600.906250 Penalty: 1662.840332
	Iteration 58Q: 3 clusters Score -292600.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -292601.812500 Penalty: 1662.840332
	Iteration 59Q: 3 clusters Score -292601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -292602.562500 Penalty: 1662.840332
	Iteration 60F: 3 clusters Score -292602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -292603.093750 Penalty: 1662.840332
	Iteration 61Q: 3 clusters Score -292603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -292603.093750 Penalty: 1662.840332
	Iteration 62F: 3 clusters Score -292603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Entering Unmasked Estep 
Score: -4413739.500000 Penalty: 1074.140015
	Iteration 0F: 2 clusters Score -4413740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4359313.500000 Penalty: 2148.280029
	Iteration 0F: 3 clusters Score -4359314 nChanged 39248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -4382451.500000 Penalty: 2148.280029
	Iteration 1F: 3 clusters Score -4382452 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -4383804.500000 Penalty: 2148.280029
	Iteration 2Q: 3 clusters Score -4383804 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -4385725.000000 Penalty: 2148.280029
	Iteration 3F: 3 clusters Score -4385725 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -4388180.000000 Penalty: 2148.280029
	Iteration 4F: 3 clusters Score -4388180 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -4390816.000000 Penalty: 2148.280029
	Iteration 5F: 3 clusters Score -4390816 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -4393434.500000 Penalty: 2148.280029
	Iteration 6F: 3 clusters Score -4393434 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -4395736.000000 Penalty: 2148.280029
	Iteration 7F: 3 clusters Score -4395736 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -4397503.500000 Penalty: 2148.280029
	Iteration 8Q: 3 clusters Score -4397504 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -4398772.500000 Penalty: 2148.280029
	Iteration 9Q: 3 clusters Score -4398772 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -4399821.000000 Penalty: 2148.280029
	Iteration 10Q: 3 clusters Score -4399821 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4400830.000000 Penalty: 2148.280029
	Iteration 11Q: 3 clusters Score -4400830 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4401919.500000 Penalty: 2148.280029
	Iteration 12Q: 3 clusters Score -4401920 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -4403145.500000 Penalty: 2148.280029
	Iteration 13Q: 3 clusters Score -4403146 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -4404460.000000 Penalty: 2148.280029
	Iteration 14Q: 3 clusters Score -4404460 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -4405913.500000 Penalty: 2148.280029
	Iteration 15Q: 3 clusters Score -4405914 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -4407515.000000 Penalty: 2148.280029
	Iteration 16Q: 3 clusters Score -4407515 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4409103.500000 Penalty: 2148.280029
	Iteration 17Q: 3 clusters Score -4409104 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -4410560.500000 Penalty: 2148.280029
	Iteration 18Q: 3 clusters Score -4410560 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4411820.500000 Penalty: 2148.280029
	Iteration 19Q: 3 clusters Score -4411820 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -4412839.500000 Penalty: 2148.280029
	Iteration 20F: 3 clusters Score -4412840 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -4413577.500000 Penalty: 2148.280029
	Iteration 21Q: 3 clusters Score -4413578 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4414075.500000 Penalty: 2148.280029
	Iteration 22Q: 3 clusters Score -4414076 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4414411.000000 Penalty: 2148.280029
	Iteration 23Q: 3 clusters Score -4414411 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -4414671.000000 Penalty: 2148.280029
	Iteration 24Q: 3 clusters Score -4414671 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -4414878.500000 Penalty: 2148.280029
	Iteration 25Q: 3 clusters Score -4414878 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4415124.000000 Penalty: 2148.280029
	Iteration 26Q: 3 clusters Score -4415124 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4415401.000000 Penalty: 2148.280029
	Iteration 27Q: 3 clusters Score -4415401 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -4415757.000000 Penalty: 2148.280029
	Iteration 28Q: 3 clusters Score -4415757 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4416080.000000 Penalty: 2148.280029
	Iteration 29Q: 3 clusters Score -4416080 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4416317.000000 Penalty: 2148.280029
	Iteration 30Q: 3 clusters Score -4416317 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4416410.000000 Penalty: 2148.280029
	Iteration 31Q: 3 clusters Score -4416410 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4416440.000000 Penalty: 2148.280029
	Iteration 32Q: 3 clusters Score -4416440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4416455.500000 Penalty: 2148.280029
	Iteration 33Q: 3 clusters Score -4416456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4416462.000000 Penalty: 2148.280029
	Iteration 34Q: 3 clusters Score -4416462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4416468.500000 Penalty: 2148.280029
	Iteration 35Q: 3 clusters Score -4416468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4416472.000000 Penalty: 2148.280029
	Iteration 36Q: 3 clusters Score -4416472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4416468.500000 Penalty: 2148.280029
	Iteration 37Q: 3 clusters Score -4416468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4416462.500000 Penalty: 2148.280029
	Iteration 38Q: 3 clusters Score -4416462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4416468.000000 Penalty: 2148.280029
	Iteration 39Q: 3 clusters Score -4416468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4416472.500000 Penalty: 2148.280029
	Iteration 40F: 3 clusters Score -4416472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4416472.000000 Penalty: 2148.280029
	Iteration 41Q: 3 clusters Score -4416472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4416469.500000 Penalty: 2148.280029
	Iteration 42Q: 3 clusters Score -4416470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4416469.000000 Penalty: 2148.280029
	Iteration 43Q: 3 clusters Score -4416469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4416470.000000 Penalty: 2148.280029
	Iteration 44Q: 3 clusters Score -4416470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4416471.500000 Penalty: 2148.280029
	Iteration 45Q: 3 clusters Score -4416472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4416468.500000 Penalty: 2148.280029
	Iteration 46Q: 3 clusters Score -4416468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4416467.000000 Penalty: 2148.280029
	Iteration 47Q: 3 clusters Score -4416467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4416467.000000 Penalty: 2148.280029
	Iteration 48Q: 3 clusters Score -4416467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4416467.000000 Penalty: 2148.280029
	Iteration 49F: 3 clusters Score -4416467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 35222 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 3874 members 
Mstep: Class 5 contains 144134 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 12827 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 24348 members 
Mstep: Class 10 contains 47036 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 7362 members 
Mstep: Class 15 contains 24360 members 
Mstep: Class 16 contains 275317 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 77668 members 
Mstep: Class 19 contains 8321 members 
Mstep: Class 20 contains 16204 members 
Mstep: Class 21 contains 3410 members 
Mstep: Class 22 contains 5218 members 
Mstep: Class 23 contains 3700 members 
Entering Unmasked Estep 
Score: -38615304.000000 Penalty: 29521.113281
Splitting cluster 18 changes total score from -38612588.000000 to -38615304.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (8321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Entering Unmasked Estep 
Score: -387817.531250 Penalty: 857.521118
	Iteration 0F: 2 clusters Score -387817.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -382050.125000 Penalty: 1715.042236
	Iteration 0F: 3 clusters Score -382050.1 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -384512.750000 Penalty: 1715.042236
	Iteration 1F: 3 clusters Score -384512.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -385074.218750 Penalty: 1715.042236
	Iteration 2F: 3 clusters Score -385074.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -385656.437500 Penalty: 1715.042236
	Iteration 3F: 3 clusters Score -385656.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -386137.031250 Penalty: 1715.042236
	Iteration 4F: 3 clusters Score -386137 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -386441.375000 Penalty: 1715.042236
	Iteration 5F: 3 clusters Score -386441.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -386629.625000 Penalty: 1715.042236
	Iteration 6Q: 3 clusters Score -386629.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -386753.687500 Penalty: 1715.042236
	Iteration 7Q: 3 clusters Score -386753.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -386823.906250 Penalty: 1715.042236
	Iteration 8Q: 3 clusters Score -386823.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -386872.968750 Penalty: 1715.042236
	Iteration 9Q: 3 clusters Score -386873 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -386900.093750 Penalty: 1715.042236
	Iteration 10Q: 3 clusters Score -386900.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -386911.656250 Penalty: 1715.042236
	Iteration 11Q: 3 clusters Score -386911.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -386922.937500 Penalty: 1715.042236
	Iteration 12Q: 3 clusters Score -386922.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -386928.875000 Penalty: 1715.042236
	Iteration 13Q: 3 clusters Score -386928.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -386934.750000 Penalty: 1715.042236
	Iteration 14Q: 3 clusters Score -386934.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -386939.218750 Penalty: 1715.042236
	Iteration 15Q: 3 clusters Score -386939.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -386942.281250 Penalty: 1715.042236
	Iteration 16Q: 3 clusters Score -386942.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -386945.000000 Penalty: 1715.042236
	Iteration 17Q: 3 clusters Score -386945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -386947.531250 Penalty: 1715.042236
	Iteration 18Q: 3 clusters Score -386947.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -386949.093750 Penalty: 1715.042236
	Iteration 19Q: 3 clusters Score -386949.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -386952.718750 Penalty: 1715.042236
	Iteration 20F: 3 clusters Score -386952.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -386954.593750 Penalty: 1715.042236
	Iteration 21Q: 3 clusters Score -386954.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -386955.687500 Penalty: 1715.042236
	Iteration 22Q: 3 clusters Score -386955.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -386957.750000 Penalty: 1715.042236
	Iteration 23Q: 3 clusters Score -386957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -386957.906250 Penalty: 1715.042236
	Iteration 24Q: 3 clusters Score -386957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -386958.656250 Penalty: 1715.042236
	Iteration 25Q: 3 clusters Score -386958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -386957.750000 Penalty: 1715.042236
	Iteration 26Q: 3 clusters Score -386957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -386957.750000 Penalty: 1715.042236
	Iteration 27F: 3 clusters Score -386957.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Entering Unmasked Estep 
Score: -916279.125000 Penalty: 920.836243
	Iteration 0F: 2 clusters Score -916279.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -905585.312500 Penalty: 1841.672485
	Iteration 0F: 3 clusters Score -905585.3 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -909690.312500 Penalty: 1841.672485
	Iteration 1F: 3 clusters Score -909690.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -910088.687500 Penalty: 1841.672485
	Iteration 2F: 3 clusters Score -910088.7 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -910539.312500 Penalty: 1841.672485
	Iteration 3F: 3 clusters Score -910539.3 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -911049.437500 Penalty: 1841.672485
	Iteration 4F: 3 clusters Score -911049.4 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -911642.687500 Penalty: 1841.672485
	Iteration 5F: 3 clusters Score -911642.7 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -912299.312500 Penalty: 1841.672485
	Iteration 6F: 3 clusters Score -912299.3 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -912903.937500 Penalty: 1841.672485
	Iteration 7F: 3 clusters Score -912903.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -913364.437500 Penalty: 1841.672485
	Iteration 8Q: 3 clusters Score -913364.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -913637.250000 Penalty: 1841.672485
	Iteration 9Q: 3 clusters Score -913637.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -913845.375000 Penalty: 1841.672485
	Iteration 10Q: 3 clusters Score -913845.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -914035.625000 Penalty: 1841.672485
	Iteration 11Q: 3 clusters Score -914035.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -914228.625000 Penalty: 1841.672485
	Iteration 12Q: 3 clusters Score -914228.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -914429.375000 Penalty: 1841.672485
	Iteration 13Q: 3 clusters Score -914429.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -914611.125000 Penalty: 1841.672485
	Iteration 14Q: 3 clusters Score -914611.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -914784.562500 Penalty: 1841.672485
	Iteration 15Q: 3 clusters Score -914784.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -914937.062500 Penalty: 1841.672485
	Iteration 16Q: 3 clusters Score -914937.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -915062.500000 Penalty: 1841.672485
	Iteration 17Q: 3 clusters Score -915062.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -915165.250000 Penalty: 1841.672485
	Iteration 18Q: 3 clusters Score -915165.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -915262.562500 Penalty: 1841.672485
	Iteration 19Q: 3 clusters Score -915262.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -915344.187500 Penalty: 1841.672485
	Iteration 20F: 3 clusters Score -915344.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -915403.187500 Penalty: 1841.672485
	Iteration 21Q: 3 clusters Score -915403.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -915445.875000 Penalty: 1841.672485
	Iteration 22Q: 3 clusters Score -915445.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -915484.937500 Penalty: 1841.672485
	Iteration 23Q: 3 clusters Score -915484.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -915520.250000 Penalty: 1841.672485
	Iteration 24Q: 3 clusters Score -915520.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -915548.500000 Penalty: 1841.672485
	Iteration 25Q: 3 clusters Score -915548.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -915567.187500 Penalty: 1841.672485
	Iteration 26Q: 3 clusters Score -915567.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -915591.250000 Penalty: 1841.672485
	Iteration 27Q: 3 clusters Score -915591.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -915608.312500 Penalty: 1841.672485
	Iteration 28Q: 3 clusters Score -915608.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -915620.687500 Penalty: 1841.672485
	Iteration 29Q: 3 clusters Score -915620.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -915633.187500 Penalty: 1841.672485
	Iteration 30Q: 3 clusters Score -915633.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -915639.000000 Penalty: 1841.672485
	Iteration 31Q: 3 clusters Score -915639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -915644.562500 Penalty: 1841.672485
	Iteration 32Q: 3 clusters Score -915644.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -915653.812500 Penalty: 1841.672485
	Iteration 33Q: 3 clusters Score -915653.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -915664.062500 Penalty: 1841.672485
	Iteration 34Q: 3 clusters Score -915664.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -915668.437500 Penalty: 1841.672485
	Iteration 35Q: 3 clusters Score -915668.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -915673.875000 Penalty: 1841.672485
	Iteration 36Q: 3 clusters Score -915673.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -915678.812500 Penalty: 1841.672485
	Iteration 37Q: 3 clusters Score -915678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -915680.875000 Penalty: 1841.672485
	Iteration 38Q: 3 clusters Score -915680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -915686.375000 Penalty: 1841.672485
	Iteration 39Q: 3 clusters Score -915686.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -915690.250000 Penalty: 1841.672485
	Iteration 40F: 3 clusters Score -915690.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -915690.562500 Penalty: 1841.672485
	Iteration 41Q: 3 clusters Score -915690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -915691.687500 Penalty: 1841.672485
	Iteration 42Q: 3 clusters Score -915691.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -915693.000000 Penalty: 1841.672485
	Iteration 43Q: 3 clusters Score -915693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -915693.125000 Penalty: 1841.672485
	Iteration 44Q: 3 clusters Score -915693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -915693.125000 Penalty: 1841.672485
	Iteration 45Q: 3 clusters Score -915693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -915694.000000 Penalty: 1841.672485
	Iteration 46Q: 3 clusters Score -915694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -915695.062500 Penalty: 1841.672485
	Iteration 47Q: 3 clusters Score -915695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -915694.250000 Penalty: 1841.672485
	Iteration 48Q: 3 clusters Score -915694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -915695.687500 Penalty: 1841.672485
	Iteration 49Q: 3 clusters Score -915695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -915696.375000 Penalty: 1841.672485
	Iteration 50Q: 3 clusters Score -915696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -915696.312500 Penalty: 1841.672485
	Iteration 51Q: 3 clusters Score -915696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -915697.250000 Penalty: 1841.672485
	Iteration 52Q: 3 clusters Score -915697.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -915697.062500 Penalty: 1841.672485
	Iteration 53Q: 3 clusters Score -915697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -915696.312500 Penalty: 1841.672485
	Iteration 54Q: 3 clusters Score -915696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -915697.062500 Penalty: 1841.672485
	Iteration 55Q: 3 clusters Score -915697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -915697.937500 Penalty: 1841.672485
	Iteration 56Q: 3 clusters Score -915697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -915698.500000 Penalty: 1841.672485
	Iteration 57Q: 3 clusters Score -915698.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -915699.875000 Penalty: 1841.672485
	Iteration 58Q: 3 clusters Score -915699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -915702.187500 Penalty: 1841.672485
	Iteration 59Q: 3 clusters Score -915702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -915702.000000 Penalty: 1841.672485
	Iteration 60F: 3 clusters Score -915702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -915702.000000 Penalty: 1841.672485
	Iteration 61Q: 3 clusters Score -915702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -915702.625000 Penalty: 1841.672485
	Iteration 62Q: 3 clusters Score -915702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -915703.375000 Penalty: 1841.672485
	Iteration 63Q: 3 clusters Score -915703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -915703.812500 Penalty: 1841.672485
	Iteration 64Q: 3 clusters Score -915703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -915704.000000 Penalty: 1841.672485
	Iteration 65Q: 3 clusters Score -915704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -915704.250000 Penalty: 1841.672485
	Iteration 66Q: 3 clusters Score -915704.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -915704.250000 Penalty: 1841.672485
	Iteration 67F: 3 clusters Score -915704.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -152427.828125 Penalty: 772.774353
	Iteration 0F: 2 clusters Score -152427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -149849.921875 Penalty: 1545.548706
	Iteration 0F: 3 clusters Score -149849.9 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -150679.578125 Penalty: 1545.548706
	Iteration 1F: 3 clusters Score -150679.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -150818.218750 Penalty: 1545.548706
	Iteration 2F: 3 clusters Score -150818.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -150944.984375 Penalty: 1545.548706
	Iteration 3F: 3 clusters Score -150945 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -151052.328125 Penalty: 1545.548706
	Iteration 4Q: 3 clusters Score -151052.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -151131.078125 Penalty: 1545.548706
	Iteration 5Q: 3 clusters Score -151131.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -151205.125000 Penalty: 1545.548706
	Iteration 6Q: 3 clusters Score -151205.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -151286.312500 Penalty: 1545.548706
	Iteration 7Q: 3 clusters Score -151286.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -151366.531250 Penalty: 1545.548706
	Iteration 8Q: 3 clusters Score -151366.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -151431.031250 Penalty: 1545.548706
	Iteration 9Q: 3 clusters Score -151431 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -151470.640625 Penalty: 1545.548706
	Iteration 10Q: 3 clusters Score -151470.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -151506.625000 Penalty: 1545.548706
	Iteration 11Q: 3 clusters Score -151506.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -151541.734375 Penalty: 1545.548706
	Iteration 12Q: 3 clusters Score -151541.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -151560.640625 Penalty: 1545.548706
	Iteration 13Q: 3 clusters Score -151560.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -151579.734375 Penalty: 1545.548706
	Iteration 14Q: 3 clusters Score -151579.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -151601.625000 Penalty: 1545.548706
	Iteration 15Q: 3 clusters Score -151601.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -151616.578125 Penalty: 1545.548706
	Iteration 16Q: 3 clusters Score -151616.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -151627.296875 Penalty: 1545.548706
	Iteration 17Q: 3 clusters Score -151627.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -151639.562500 Penalty: 1545.548706
	Iteration 18Q: 3 clusters Score -151639.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -151653.000000 Penalty: 1545.548706
	Iteration 19Q: 3 clusters Score -151653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -151663.703125 Penalty: 1545.548706
	Iteration 20F: 3 clusters Score -151663.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -151671.734375 Penalty: 1545.548706
	Iteration 21Q: 3 clusters Score -151671.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -151676.812500 Penalty: 1545.548706
	Iteration 22Q: 3 clusters Score -151676.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -151681.437500 Penalty: 1545.548706
	Iteration 23Q: 3 clusters Score -151681.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -151690.312500 Penalty: 1545.548706
	Iteration 24Q: 3 clusters Score -151690.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -151698.687500 Penalty: 1545.548706
	Iteration 25Q: 3 clusters Score -151698.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -151707.265625 Penalty: 1545.548706
	Iteration 26Q: 3 clusters Score -151707.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -151712.984375 Penalty: 1545.548706
	Iteration 27Q: 3 clusters Score -151713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -151719.031250 Penalty: 1545.548706
	Iteration 28Q: 3 clusters Score -151719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -151723.890625 Penalty: 1545.548706
	Iteration 29Q: 3 clusters Score -151723.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -151728.953125 Penalty: 1545.548706
	Iteration 30Q: 3 clusters Score -151729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -151732.453125 Penalty: 1545.548706
	Iteration 31Q: 3 clusters Score -151732.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -151737.171875 Penalty: 1545.548706
	Iteration 32Q: 3 clusters Score -151737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -151741.468750 Penalty: 1545.548706
	Iteration 33Q: 3 clusters Score -151741.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -151744.656250 Penalty: 1545.548706
	Iteration 34Q: 3 clusters Score -151744.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -151748.437500 Penalty: 1545.548706
	Iteration 35Q: 3 clusters Score -151748.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -151751.703125 Penalty: 1545.548706
	Iteration 36Q: 3 clusters Score -151751.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -151753.765625 Penalty: 1545.548706
	Iteration 37Q: 3 clusters Score -151753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -151757.203125 Penalty: 1545.548706
	Iteration 38Q: 3 clusters Score -151757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -151762.500000 Penalty: 1545.548706
	Iteration 39Q: 3 clusters Score -151762.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -151767.421875 Penalty: 1545.548706
	Iteration 40F: 3 clusters Score -151767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -151771.875000 Penalty: 1545.548706
	Iteration 41Q: 3 clusters Score -151771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -151775.812500 Penalty: 1545.548706
	Iteration 42Q: 3 clusters Score -151775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -151777.296875 Penalty: 1545.548706
	Iteration 43Q: 3 clusters Score -151777.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -151779.312500 Penalty: 1545.548706
	Iteration 44Q: 3 clusters Score -151779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -151780.875000 Penalty: 1545.548706
	Iteration 45Q: 3 clusters Score -151780.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -151782.515625 Penalty: 1545.548706
	Iteration 46Q: 3 clusters Score -151782.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -151786.734375 Penalty: 1545.548706
	Iteration 47Q: 3 clusters Score -151786.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -151789.250000 Penalty: 1545.548706
	Iteration 48Q: 3 clusters Score -151789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -151792.546875 Penalty: 1545.548706
	Iteration 49Q: 3 clusters Score -151792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -151794.515625 Penalty: 1545.548706
	Iteration 50Q: 3 clusters Score -151794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -151795.609375 Penalty: 1545.548706
	Iteration 51Q: 3 clusters Score -151795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -151796.531250 Penalty: 1545.548706
	Iteration 52Q: 3 clusters Score -151796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -151799.203125 Penalty: 1545.548706
	Iteration 53Q: 3 clusters Score -151799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -151802.937500 Penalty: 1545.548706
	Iteration 54Q: 3 clusters Score -151802.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -151806.984375 Penalty: 1545.548706
	Iteration 55Q: 3 clusters Score -151807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -151811.953125 Penalty: 1545.548706
	Iteration 56Q: 3 clusters Score -151812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -151818.312500 Penalty: 1545.548706
	Iteration 57Q: 3 clusters Score -151818.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -151822.187500 Penalty: 1545.548706
	Iteration 58Q: 3 clusters Score -151822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -151824.609375 Penalty: 1545.548706
	Iteration 59Q: 3 clusters Score -151824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -151826.140625 Penalty: 1545.548706
	Iteration 60F: 3 clusters Score -151826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -151827.968750 Penalty: 1545.548706
	Iteration 61Q: 3 clusters Score -151828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -151829.640625 Penalty: 1545.548706
	Iteration 62Q: 3 clusters Score -151829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -151830.765625 Penalty: 1545.548706
	Iteration 63Q: 3 clusters Score -151830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -151831.500000 Penalty: 1545.548706
	Iteration 64Q: 3 clusters Score -151831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -151831.875000 Penalty: 1545.548706
	Iteration 65Q: 3 clusters Score -151831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -151834.328125 Penalty: 1545.548706
	Iteration 66Q: 3 clusters Score -151834.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -151834.328125 Penalty: 1545.548706
	Iteration 67F: 3 clusters Score -151834.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -298554.406250 Penalty: 813.187622
	Iteration 0F: 2 clusters Score -298554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -294784.500000 Penalty: 1626.375244
	Iteration 0F: 3 clusters Score -294784.5 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -296028.281250 Penalty: 1626.375244
	Iteration 1F: 3 clusters Score -296028.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -296146.843750 Penalty: 1626.375244
	Iteration 2F: 3 clusters Score -296146.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -296243.593750 Penalty: 1626.375244
	Iteration 3Q: 3 clusters Score -296243.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -296340.375000 Penalty: 1626.375244
	Iteration 4Q: 3 clusters Score -296340.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -296471.875000 Penalty: 1626.375244
	Iteration 5Q: 3 clusters Score -296471.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -296670.843750 Penalty: 1626.375244
	Iteration 6F: 3 clusters Score -296670.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -296886.750000 Penalty: 1626.375244
	Iteration 7F: 3 clusters Score -296886.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -297106.468750 Penalty: 1626.375244
	Iteration 8F: 3 clusters Score -297106.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -297306.531250 Penalty: 1626.375244
	Iteration 9Q: 3 clusters Score -297306.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -297480.500000 Penalty: 1626.375244
	Iteration 10Q: 3 clusters Score -297480.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -297623.062500 Penalty: 1626.375244
	Iteration 11Q: 3 clusters Score -297623.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -297716.437500 Penalty: 1626.375244
	Iteration 12Q: 3 clusters Score -297716.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -297780.406250 Penalty: 1626.375244
	Iteration 13Q: 3 clusters Score -297780.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -297812.218750 Penalty: 1626.375244
	Iteration 14Q: 3 clusters Score -297812.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -297840.812500 Penalty: 1626.375244
	Iteration 15Q: 3 clusters Score -297840.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -297860.843750 Penalty: 1626.375244
	Iteration 16Q: 3 clusters Score -297860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -297870.687500 Penalty: 1626.375244
	Iteration 17Q: 3 clusters Score -297870.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -297883.781250 Penalty: 1626.375244
	Iteration 18Q: 3 clusters Score -297883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -297889.718750 Penalty: 1626.375244
	Iteration 19Q: 3 clusters Score -297889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -297889.718750 Penalty: 1626.375244
	Iteration 20F: 3 clusters Score -297889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 35222 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 3874 members 
Mstep: Class 5 contains 144134 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 12827 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 24348 members 
Mstep: Class 10 contains 47036 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 7362 members 
Mstep: Class 15 contains 24360 members 
Mstep: Class 16 contains 275317 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 77668 members 
Mstep: Class 19 contains 8321 members 
Mstep: Class 20 contains 16204 members 
Mstep: Class 21 contains 3410 members 
Mstep: Class 22 contains 5218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615560.000000 Penalty: 29521.113281
Iteration 79Q: 24 clusters Score -3.861556e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 35224 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 143994 members 
Mstep: Class 6 contains 3690 members 
Mstep: Class 7 contains 12877 members 
Mstep: Class 8 contains 6369 members 
Mstep: Class 9 contains 24318 members 
Mstep: Class 10 contains 46811 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 13665 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 7411 members 
Mstep: Class 15 contains 24575 members 
Mstep: Class 16 contains 275311 members 
Mstep: Class 17 contains 6298 members 
Mstep: Class 18 contains 77755 members 
Mstep: Class 19 contains 8368 members 
Mstep: Class 20 contains 16204 members 
Mstep: Class 21 contains 3407 members 
Mstep: Class 22 contains 5193 members 
Mstep: Class 23 contains 3695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615592.000000 Penalty: 29521.113281
Iteration 80F: 24 clusters Score -3.861559e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 35215 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 143865 members 
Mstep: Class 6 contains 3679 members 
Mstep: Class 7 contains 12940 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 24290 members 
Mstep: Class 10 contains 46604 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 13648 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 7446 members 
Mstep: Class 15 contains 24688 members 
Mstep: Class 16 contains 275366 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 77822 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 3398 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615732.000000 Penalty: 29521.113281
Iteration 81Q: 24 clusters Score -3.861573e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 3931 members 
Mstep: Class 5 contains 143738 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 12986 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 24262 members 
Mstep: Class 10 contains 46437 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 24778 members 
Mstep: Class 16 contains 275453 members 
Mstep: Class 17 contains 6285 members 
Mstep: Class 18 contains 77811 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 16207 members 
Mstep: Class 21 contains 3386 members 
Mstep: Class 22 contains 5112 members 
Mstep: Class 23 contains 3842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615888.000000 Penalty: 29521.113281
Iteration 82Q: 24 clusters Score -3.861589e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 35212 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 143605 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 13018 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 24229 members 
Mstep: Class 10 contains 46273 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 13596 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 7541 members 
Mstep: Class 15 contains 24833 members 
Mstep: Class 16 contains 275551 members 
Mstep: Class 17 contains 6297 members 
Mstep: Class 18 contains 77843 members 
Mstep: Class 19 contains 8402 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 5069 members 
Mstep: Class 23 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615920.000000 Penalty: 29521.113281
Iteration 83Q: 24 clusters Score -3.861592e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 35203 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 3962 members 
Mstep: Class 5 contains 143487 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 13045 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 24181 members 
Mstep: Class 10 contains 46131 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 13576 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 14 contains 7584 members 
Mstep: Class 15 contains 24885 members 
Mstep: Class 16 contains 275666 members 
Mstep: Class 17 contains 6308 members 
Mstep: Class 18 contains 77863 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 3377 members 
Mstep: Class 22 contains 5045 members 
Mstep: Class 23 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615976.000000 Penalty: 29521.113281
Iteration 84Q: 24 clusters Score -3.861598e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 35193 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 3973 members 
Mstep: Class 5 contains 143402 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 13063 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 24144 members 
Mstep: Class 10 contains 46000 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 13559 members 
Mstep: Class 13 contains 2672 members 
Mstep: Class 14 contains 7614 members 
Mstep: Class 15 contains 24921 members 
Mstep: Class 16 contains 275763 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 77890 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 5017 members 
Mstep: Class 23 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615924.000000 Penalty: 29521.113281
Iteration 85Q: 24 clusters Score -3.861592e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 35194 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 3977 members 
Mstep: Class 5 contains 143340 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 13077 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 24103 members 
Mstep: Class 10 contains 45874 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 13551 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 24962 members 
Mstep: Class 16 contains 275850 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 77907 members 
Mstep: Class 19 contains 8380 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 4983 members 
Mstep: Class 23 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615988.000000 Penalty: 29521.113281
Iteration 86Q: 24 clusters Score -3.861599e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 35191 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 3983 members 
Mstep: Class 5 contains 143286 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 13091 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 24068 members 
Mstep: Class 10 contains 45789 members 
Mstep: Class 11 contains 1809 members 
Mstep: Class 12 contains 13517 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 7670 members 
Mstep: Class 15 contains 24987 members 
Mstep: Class 16 contains 275942 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 77942 members 
Mstep: Class 19 contains 8378 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 3368 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 4066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616088.000000 Penalty: 29521.113281
Iteration 87Q: 24 clusters Score -3.861609e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 35188 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 143237 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 13104 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 24021 members 
Mstep: Class 10 contains 45701 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 13496 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 7694 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 276028 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 77978 members 
Mstep: Class 19 contains 8368 members 
Mstep: Class 20 contains 16207 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 4919 members 
Mstep: Class 23 contains 4090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616096.000000 Penalty: 29521.113281
Iteration 88Q: 24 clusters Score -3.86161e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 143211 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 13110 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 23968 members 
Mstep: Class 10 contains 45596 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 13482 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 25036 members 
Mstep: Class 16 contains 276121 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 78004 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4893 members 
Mstep: Class 23 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616040.000000 Penalty: 29521.113281
Iteration 89Q: 24 clusters Score -3.861604e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 143173 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 13115 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 23923 members 
Mstep: Class 10 contains 45493 members 
Mstep: Class 11 contains 1884 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 25049 members 
Mstep: Class 16 contains 276213 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 78030 members 
Mstep: Class 19 contains 8360 members 
Mstep: Class 20 contains 16205 members 
Mstep: Class 21 contains 3366 members 
Mstep: Class 22 contains 4858 members 
Mstep: Class 23 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616176.000000 Penalty: 29521.113281
Iteration 90Q: 24 clusters Score -3.861618e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 143154 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 13124 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 23877 members 
Mstep: Class 10 contains 45381 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 13459 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 14 contains 7736 members 
Mstep: Class 15 contains 25056 members 
Mstep: Class 16 contains 276314 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 78062 members 
Mstep: Class 19 contains 8360 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 3368 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616320.000000 Penalty: 29521.113281
Iteration 91Q: 24 clusters Score -3.861632e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 5 contains 143137 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 13130 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 23834 members 
Mstep: Class 10 contains 45300 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 13451 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 14 contains 7745 members 
Mstep: Class 15 contains 25066 members 
Mstep: Class 16 contains 276393 members 
Mstep: Class 17 contains 6376 members 
Mstep: Class 18 contains 78076 members 
Mstep: Class 19 contains 8358 members 
Mstep: Class 20 contains 16201 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4799 members 
Mstep: Class 23 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616296.000000 Penalty: 29521.113281
Iteration 92Q: 24 clusters Score -3.86163e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 143104 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 7 contains 13136 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 23792 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 1985 members 
Mstep: Class 12 contains 13434 members 
Mstep: Class 13 contains 2744 members 
Mstep: Class 14 contains 7766 members 
Mstep: Class 15 contains 25069 members 
Mstep: Class 16 contains 276463 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 78081 members 
Mstep: Class 19 contains 8356 members 
Mstep: Class 20 contains 16201 members 
Mstep: Class 21 contains 3362 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 4151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616316.000000 Penalty: 29521.113281
Iteration 93Q: 24 clusters Score -3.861632e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 143082 members 
Mstep: Class 6 contains 3693 members 
Mstep: Class 7 contains 13138 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 45184 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 13418 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 25070 members 
Mstep: Class 16 contains 276543 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 78091 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 16200 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 4753 members 
Mstep: Class 23 contains 4164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616356.000000 Penalty: 29521.113281
Iteration 94Q: 24 clusters Score -3.861636e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 35181 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 143063 members 
Mstep: Class 6 contains 3695 members 
Mstep: Class 7 contains 13140 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 23718 members 
Mstep: Class 10 contains 45113 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 13399 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 7792 members 
Mstep: Class 15 contains 25072 members 
Mstep: Class 16 contains 276625 members 
Mstep: Class 17 contains 6404 members 
Mstep: Class 18 contains 78085 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 16200 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 4184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616344.000000 Penalty: 29521.113281
Iteration 95Q: 24 clusters Score -3.861634e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 35179 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 143029 members 
Mstep: Class 6 contains 3698 members 
Mstep: Class 7 contains 13141 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 23686 members 
Mstep: Class 10 contains 45059 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 13383 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 7802 members 
Mstep: Class 15 contains 25075 members 
Mstep: Class 16 contains 276705 members 
Mstep: Class 17 contains 6418 members 
Mstep: Class 18 contains 78082 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 16198 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 4707 members 
Mstep: Class 23 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616340.000000 Penalty: 29521.113281
Iteration 96Q: 24 clusters Score -3.861634e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 35177 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 142995 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 13140 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 23656 members 
Mstep: Class 10 contains 45009 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 13370 members 
Mstep: Class 13 contains 2775 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 25075 members 
Mstep: Class 16 contains 276774 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 78077 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 16194 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 4682 members 
Mstep: Class 23 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616488.000000 Penalty: 29521.113281
Iteration 97Q: 24 clusters Score -3.861649e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 35176 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 142961 members 
Mstep: Class 6 contains 3705 members 
Mstep: Class 7 contains 13141 members 
Mstep: Class 8 contains 6371 members 
Mstep: Class 9 contains 23625 members 
Mstep: Class 10 contains 44938 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 13351 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 7839 members 
Mstep: Class 15 contains 25074 members 
Mstep: Class 16 contains 276854 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 78080 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 16194 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 4660 members 
Mstep: Class 23 contains 4222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616576.000000 Penalty: 29521.113281
Iteration 98Q: 24 clusters Score -3.861658e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 35172 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 142918 members 
Mstep: Class 6 contains 3715 members 
Mstep: Class 7 contains 13149 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 23596 members 
Mstep: Class 10 contains 44881 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 13330 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 7855 members 
Mstep: Class 15 contains 25077 members 
Mstep: Class 16 contains 276943 members 
Mstep: Class 17 contains 6458 members 
Mstep: Class 18 contains 78090 members 
Mstep: Class 19 contains 8345 members 
Mstep: Class 20 contains 16194 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616572.000000 Penalty: 29521.113281
Iteration 99Q: 24 clusters Score -3.861657e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 35167 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 142878 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 23575 members 
Mstep: Class 10 contains 44829 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 13303 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 7872 members 
Mstep: Class 15 contains 25078 members 
Mstep: Class 16 contains 277025 members 
Mstep: Class 17 contains 6473 members 
Mstep: Class 18 contains 78099 members 
Mstep: Class 19 contains 8345 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 3347 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616616.000000 Penalty: 29521.113281
Iteration 100F: 24 clusters Score -3.861662e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 35163 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 142845 members 
Mstep: Class 6 contains 3733 members 
Mstep: Class 7 contains 13155 members 
Mstep: Class 8 contains 6378 members 
Mstep: Class 9 contains 23559 members 
Mstep: Class 10 contains 44776 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 25081 members 
Mstep: Class 16 contains 277094 members 
Mstep: Class 17 contains 6476 members 
Mstep: Class 18 contains 78098 members 
Mstep: Class 19 contains 8342 members 
Mstep: Class 20 contains 16191 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 4601 members 
Mstep: Class 23 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616612.000000 Penalty: 29521.113281
Iteration 101Q: 24 clusters Score -3.861661e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 35159 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 142789 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 13155 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 23534 members 
Mstep: Class 10 contains 44738 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 13265 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 7905 members 
Mstep: Class 15 contains 25079 members 
Mstep: Class 16 contains 277158 members 
Mstep: Class 17 contains 6485 members 
Mstep: Class 18 contains 78098 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 16189 members 
Mstep: Class 21 contains 3344 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 4247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616632.000000 Penalty: 29521.113281
Iteration 102Q: 24 clusters Score -3.861663e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 35156 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 142732 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 7 contains 13157 members 
Mstep: Class 8 contains 6388 members 
Mstep: Class 9 contains 23511 members 
Mstep: Class 10 contains 44674 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 13256 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 7921 members 
Mstep: Class 15 contains 25078 members 
Mstep: Class 16 contains 277240 members 
Mstep: Class 17 contains 6491 members 
Mstep: Class 18 contains 78103 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 16185 members 
Mstep: Class 21 contains 3342 members 
Mstep: Class 22 contains 4579 members 
Mstep: Class 23 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616792.000000 Penalty: 29521.113281
Iteration 103Q: 24 clusters Score -3.861679e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 35153 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 142678 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 13159 members 
Mstep: Class 8 contains 6395 members 
Mstep: Class 9 contains 23494 members 
Mstep: Class 10 contains 44631 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 7931 members 
Mstep: Class 15 contains 25079 members 
Mstep: Class 16 contains 277286 members 
Mstep: Class 17 contains 6500 members 
Mstep: Class 18 contains 78118 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 16185 members 
Mstep: Class 21 contains 3338 members 
Mstep: Class 22 contains 4568 members 
Mstep: Class 23 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616696.000000 Penalty: 29521.113281
Iteration 104Q: 24 clusters Score -3.86167e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 35152 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 4040 members 
Mstep: Class 5 contains 142625 members 
Mstep: Class 6 contains 3743 members 
Mstep: Class 7 contains 13160 members 
Mstep: Class 8 contains 6398 members 
Mstep: Class 9 contains 23475 members 
Mstep: Class 10 contains 44567 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 7951 members 
Mstep: Class 15 contains 25082 members 
Mstep: Class 16 contains 277346 members 
Mstep: Class 17 contains 6505 members 
Mstep: Class 18 contains 78134 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 16183 members 
Mstep: Class 21 contains 3336 members 
Mstep: Class 22 contains 4559 members 
Mstep: Class 23 contains 4258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616772.000000 Penalty: 29521.113281
Iteration 105Q: 24 clusters Score -3.861677e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 35151 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142596 members 
Mstep: Class 6 contains 3743 members 
Mstep: Class 7 contains 13162 members 
Mstep: Class 8 contains 6403 members 
Mstep: Class 9 contains 23446 members 
Mstep: Class 10 contains 44497 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 15 contains 25080 members 
Mstep: Class 16 contains 277415 members 
Mstep: Class 17 contains 6511 members 
Mstep: Class 18 contains 78143 members 
Mstep: Class 19 contains 8339 members 
Mstep: Class 20 contains 16182 members 
Mstep: Class 21 contains 3335 members 
Mstep: Class 22 contains 4546 members 
Mstep: Class 23 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616812.000000 Penalty: 29521.113281
Iteration 106Q: 24 clusters Score -3.861681e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 35146 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 142572 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 23404 members 
Mstep: Class 10 contains 44431 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 25081 members 
Mstep: Class 16 contains 277507 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 78156 members 
Mstep: Class 19 contains 8336 members 
Mstep: Class 20 contains 16179 members 
Mstep: Class 21 contains 3333 members 
Mstep: Class 22 contains 4534 members 
Mstep: Class 23 contains 4265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616700.000000 Penalty: 29521.113281
Iteration 107Q: 24 clusters Score -3.86167e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 35143 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142549 members 
Mstep: Class 6 contains 3751 members 
Mstep: Class 7 contains 13151 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 23367 members 
Mstep: Class 10 contains 44356 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 7988 members 
Mstep: Class 15 contains 25082 members 
Mstep: Class 16 contains 277609 members 
Mstep: Class 17 contains 6515 members 
Mstep: Class 18 contains 78167 members 
Mstep: Class 19 contains 8327 members 
Mstep: Class 20 contains 16179 members 
Mstep: Class 21 contains 3330 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616768.000000 Penalty: 29521.113281
Iteration 108Q: 24 clusters Score -3.861677e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 35142 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142511 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 13151 members 
Mstep: Class 8 contains 6422 members 
Mstep: Class 9 contains 23332 members 
Mstep: Class 10 contains 44291 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 13230 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 8003 members 
Mstep: Class 15 contains 25084 members 
Mstep: Class 16 contains 277711 members 
Mstep: Class 17 contains 6520 members 
Mstep: Class 18 contains 78186 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 16178 members 
Mstep: Class 21 contains 3328 members 
Mstep: Class 22 contains 4495 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616888.000000 Penalty: 29521.113281
Iteration 109Q: 24 clusters Score -3.861689e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 35141 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 142470 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 7 contains 13151 members 
Mstep: Class 8 contains 6428 members 
Mstep: Class 9 contains 23305 members 
Mstep: Class 10 contains 44222 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 13223 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 8014 members 
Mstep: Class 15 contains 25089 members 
Mstep: Class 16 contains 277814 members 
Mstep: Class 17 contains 6529 members 
Mstep: Class 18 contains 78198 members 
Mstep: Class 19 contains 8323 members 
Mstep: Class 20 contains 16177 members 
Mstep: Class 21 contains 3328 members 
Mstep: Class 22 contains 4482 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616864.000000 Penalty: 29521.113281
Iteration 110Q: 24 clusters Score -3.861686e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 35141 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142434 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 13150 members 
Mstep: Class 8 contains 6430 members 
Mstep: Class 9 contains 23277 members 
Mstep: Class 10 contains 44179 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 13208 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 8023 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 277883 members 
Mstep: Class 17 contains 6542 members 
Mstep: Class 18 contains 78212 members 
Mstep: Class 19 contains 8322 members 
Mstep: Class 20 contains 16177 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 4476 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616796.000000 Penalty: 29521.113281
Iteration 111Q: 24 clusters Score -3.86168e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 35142 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142418 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 13150 members 
Mstep: Class 8 contains 6432 members 
Mstep: Class 9 contains 23248 members 
Mstep: Class 10 contains 44151 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 12 contains 13200 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 25094 members 
Mstep: Class 16 contains 277925 members 
Mstep: Class 17 contains 6546 members 
Mstep: Class 18 contains 78216 members 
Mstep: Class 19 contains 8321 members 
Mstep: Class 20 contains 16177 members 
Mstep: Class 21 contains 3328 members 
Mstep: Class 22 contains 4468 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616820.000000 Penalty: 29521.113281
Iteration 112Q: 24 clusters Score -3.861682e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 35143 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142405 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 13154 members 
Mstep: Class 8 contains 6433 members 
Mstep: Class 9 contains 23216 members 
Mstep: Class 10 contains 44117 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 13194 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 8047 members 
Mstep: Class 15 contains 25097 members 
Mstep: Class 16 contains 277975 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 78223 members 
Mstep: Class 19 contains 8319 members 
Mstep: Class 20 contains 16177 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 4464 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616876.000000 Penalty: 29521.113281
Iteration 113Q: 24 clusters Score -3.861688e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 35143 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142397 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 13158 members 
Mstep: Class 8 contains 6433 members 
Mstep: Class 9 contains 23189 members 
Mstep: Class 10 contains 44064 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 13191 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 8058 members 
Mstep: Class 15 contains 25097 members 
Mstep: Class 16 contains 278033 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 78235 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 16178 members 
Mstep: Class 21 contains 3334 members 
Mstep: Class 22 contains 4458 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616908.000000 Penalty: 29521.113281
Iteration 114Q: 24 clusters Score -3.861691e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 35140 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142377 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 13160 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 23159 members 
Mstep: Class 10 contains 44023 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 13183 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 8079 members 
Mstep: Class 15 contains 25098 members 
Mstep: Class 16 contains 278070 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 18 contains 78247 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 16178 members 
Mstep: Class 21 contains 3337 members 
Mstep: Class 22 contains 4454 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616900.000000 Penalty: 29521.113281
Iteration 115Q: 24 clusters Score -3.86169e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 35140 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142358 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 13163 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 23124 members 
Mstep: Class 10 contains 43988 members 
Mstep: Class 11 contains 2590 members 
Mstep: Class 12 contains 13179 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 8094 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 278113 members 
Mstep: Class 17 contains 6556 members 
Mstep: Class 18 contains 78255 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 16178 members 
Mstep: Class 21 contains 3339 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616940.000000 Penalty: 29521.113281
Iteration 116Q: 24 clusters Score -3.861694e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 35140 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142337 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 13167 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 23079 members 
Mstep: Class 10 contains 43956 members 
Mstep: Class 11 contains 2602 members 
Mstep: Class 12 contains 13184 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 8112 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278160 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 78262 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 16177 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617012.000000 Penalty: 29521.113281
Iteration 117Q: 24 clusters Score -3.861701e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 35140 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142320 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 13171 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 23034 members 
Mstep: Class 10 contains 43933 members 
Mstep: Class 11 contains 2611 members 
Mstep: Class 12 contains 13185 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 278226 members 
Mstep: Class 17 contains 6566 members 
Mstep: Class 18 contains 78269 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 16177 members 
Mstep: Class 21 contains 3342 members 
Mstep: Class 22 contains 4441 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617008.000000 Penalty: 29521.113281
Iteration 118Q: 24 clusters Score -3.861701e+07 nChanged 242
Entering ConstructFrom: 
Score: -38617008.000000 Penalty: 29521.113281
Entering ConstructFrom: 
Trying to split cluster 1 (9009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Entering Unmasked Estep 
Score: -474276.468750 Penalty: 865.067993
	Iteration 0F: 2 clusters Score -474276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -468102.906250 Penalty: 1730.135986
	Iteration 0F: 3 clusters Score -468102.9 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -470363.125000 Penalty: 1730.135986
	Iteration 1F: 3 clusters Score -470363.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -470759.000000 Penalty: 1730.135986
	Iteration 2F: 3 clusters Score -470759 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -471150.906250 Penalty: 1730.135986
	Iteration 3F: 3 clusters Score -471150.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -471545.625000 Penalty: 1730.135986
	Iteration 4F: 3 clusters Score -471545.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -471929.968750 Penalty: 1730.135986
	Iteration 5F: 3 clusters Score -471930 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -472324.218750 Penalty: 1730.135986
	Iteration 6F: 3 clusters Score -472324.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -472684.093750 Penalty: 1730.135986
	Iteration 7F: 3 clusters Score -472684.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -472970.281250 Penalty: 1730.135986
	Iteration 8Q: 3 clusters Score -472970.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -473174.000000 Penalty: 1730.135986
	Iteration 9Q: 3 clusters Score -473174 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -473271.906250 Penalty: 1730.135986
	Iteration 10Q: 3 clusters Score -473271.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -473330.750000 Penalty: 1730.135986
	Iteration 11Q: 3 clusters Score -473330.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -473361.406250 Penalty: 1730.135986
	Iteration 12Q: 3 clusters Score -473361.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -473388.093750 Penalty: 1730.135986
	Iteration 13Q: 3 clusters Score -473388.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -473408.406250 Penalty: 1730.135986
	Iteration 14Q: 3 clusters Score -473408.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -473428.781250 Penalty: 1730.135986
	Iteration 15Q: 3 clusters Score -473428.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -473450.093750 Penalty: 1730.135986
	Iteration 16Q: 3 clusters Score -473450.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -473471.593750 Penalty: 1730.135986
	Iteration 17Q: 3 clusters Score -473471.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -473492.562500 Penalty: 1730.135986
	Iteration 18Q: 3 clusters Score -473492.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -473522.937500 Penalty: 1730.135986
	Iteration 19Q: 3 clusters Score -473522.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -473555.437500 Penalty: 1730.135986
	Iteration 20F: 3 clusters Score -473555.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -473583.468750 Penalty: 1730.135986
	Iteration 21Q: 3 clusters Score -473583.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -473609.218750 Penalty: 1730.135986
	Iteration 22Q: 3 clusters Score -473609.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -473631.781250 Penalty: 1730.135986
	Iteration 23Q: 3 clusters Score -473631.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -473656.218750 Penalty: 1730.135986
	Iteration 24Q: 3 clusters Score -473656.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -473681.843750 Penalty: 1730.135986
	Iteration 25Q: 3 clusters Score -473681.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -473712.625000 Penalty: 1730.135986
	Iteration 26Q: 3 clusters Score -473712.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -473764.250000 Penalty: 1730.135986
	Iteration 27Q: 3 clusters Score -473764.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -473874.812500 Penalty: 1730.135986
	Iteration 28Q: 3 clusters Score -473874.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -474003.031250 Penalty: 1730.135986
	Iteration 29Q: 3 clusters Score -474003 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -474080.406250 Penalty: 1730.135986
	Iteration 30Q: 3 clusters Score -474080.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -474120.218750 Penalty: 1730.135986
	Iteration 31Q: 3 clusters Score -474120.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -474133.875000 Penalty: 1730.135986
	Iteration 32Q: 3 clusters Score -474133.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -474141.687500 Penalty: 1730.135986
	Iteration 33Q: 3 clusters Score -474141.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -474147.906250 Penalty: 1730.135986
	Iteration 34Q: 3 clusters Score -474147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -474149.750000 Penalty: 1730.135986
	Iteration 35Q: 3 clusters Score -474149.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -474153.312500 Penalty: 1730.135986
	Iteration 36Q: 3 clusters Score -474153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -474153.093750 Penalty: 1730.135986
	Iteration 37Q: 3 clusters Score -474153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -474153.312500 Penalty: 1730.135986
	Iteration 38Q: 3 clusters Score -474153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -474154.343750 Penalty: 1730.135986
	Iteration 39Q: 3 clusters Score -474154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -474156.031250 Penalty: 1730.135986
	Iteration 40F: 3 clusters Score -474156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -474155.906250 Penalty: 1730.135986
	Iteration 41Q: 3 clusters Score -474155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -474156.437500 Penalty: 1730.135986
	Iteration 42Q: 3 clusters Score -474156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -474156.718750 Penalty: 1730.135986
	Iteration 43Q: 3 clusters Score -474156.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -474156.718750 Penalty: 1730.135986
	Iteration 44F: 3 clusters Score -474156.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Entering Unmasked Estep 
Score: -2016148.250000 Penalty: 994.371338
	Iteration 0F: 2 clusters Score -2016148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1992884.500000 Penalty: 1988.742676
	Iteration 0F: 3 clusters Score -1992884 nChanged 16499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2002918.125000 Penalty: 1988.742676
	Iteration 1F: 3 clusters Score -2002918 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2004286.125000 Penalty: 1988.742676
	Iteration 2F: 3 clusters Score -2004286 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2006244.750000 Penalty: 1988.742676
	Iteration 3F: 3 clusters Score -2006245 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2008298.500000 Penalty: 1988.742676
	Iteration 4F: 3 clusters Score -2008298 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2009688.500000 Penalty: 1988.742676
	Iteration 5F: 3 clusters Score -2009688 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2010469.250000 Penalty: 1988.742676
	Iteration 6F: 3 clusters Score -2010469 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2010837.000000 Penalty: 1988.742676
	Iteration 7Q: 3 clusters Score -2010837 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2011017.125000 Penalty: 1988.742676
	Iteration 8Q: 3 clusters Score -2011017 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2011103.125000 Penalty: 1988.742676
	Iteration 9Q: 3 clusters Score -2011103 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2011147.000000 Penalty: 1988.742676
	Iteration 10Q: 3 clusters Score -2011147 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2011162.375000 Penalty: 1988.742676
	Iteration 11Q: 3 clusters Score -2011162 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2011185.875000 Penalty: 1988.742676
	Iteration 12Q: 3 clusters Score -2011186 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2011193.625000 Penalty: 1988.742676
	Iteration 13Q: 3 clusters Score -2011194 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2011210.250000 Penalty: 1988.742676
	Iteration 14Q: 3 clusters Score -2011210 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2011218.375000 Penalty: 1988.742676
	Iteration 15Q: 3 clusters Score -2011218 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2011221.125000 Penalty: 1988.742676
	Iteration 16Q: 3 clusters Score -2011221 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2011233.875000 Penalty: 1988.742676
	Iteration 17Q: 3 clusters Score -2011234 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2011257.000000 Penalty: 1988.742676
	Iteration 18Q: 3 clusters Score -2011257 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2011276.750000 Penalty: 1988.742676
	Iteration 19Q: 3 clusters Score -2011277 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2011291.000000 Penalty: 1988.742676
	Iteration 20F: 3 clusters Score -2011291 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2011304.500000 Penalty: 1988.742676
	Iteration 21Q: 3 clusters Score -2011304 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2011322.625000 Penalty: 1988.742676
	Iteration 22Q: 3 clusters Score -2011323 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2011368.750000 Penalty: 1988.742676
	Iteration 23Q: 3 clusters Score -2011369 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2011420.750000 Penalty: 1988.742676
	Iteration 24Q: 3 clusters Score -2011421 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2011473.875000 Penalty: 1988.742676
	Iteration 25Q: 3 clusters Score -2011474 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2011550.250000 Penalty: 1988.742676
	Iteration 26Q: 3 clusters Score -2011550 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2011650.875000 Penalty: 1988.742676
	Iteration 27Q: 3 clusters Score -2011651 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2011775.125000 Penalty: 1988.742676
	Iteration 28Q: 3 clusters Score -2011775 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2011918.750000 Penalty: 1988.742676
	Iteration 29Q: 3 clusters Score -2011919 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2012102.000000 Penalty: 1988.742676
	Iteration 30Q: 3 clusters Score -2012102 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2012287.375000 Penalty: 1988.742676
	Iteration 31Q: 3 clusters Score -2012287 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2012507.125000 Penalty: 1988.742676
	Iteration 32Q: 3 clusters Score -2012507 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2012777.875000 Penalty: 1988.742676
	Iteration 33Q: 3 clusters Score -2012778 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2013089.625000 Penalty: 1988.742676
	Iteration 34Q: 3 clusters Score -2013090 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2013408.000000 Penalty: 1988.742676
	Iteration 35Q: 3 clusters Score -2013408 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2013760.625000 Penalty: 1988.742676
	Iteration 36Q: 3 clusters Score -2013761 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2014123.750000 Penalty: 1988.742676
	Iteration 37Q: 3 clusters Score -2014124 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2014428.375000 Penalty: 1988.742676
	Iteration 38Q: 3 clusters Score -2014428 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2014656.500000 Penalty: 1988.742676
	Iteration 39Q: 3 clusters Score -2014656 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2014822.750000 Penalty: 1988.742676
	Iteration 40F: 3 clusters Score -2014823 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2014950.875000 Penalty: 1988.742676
	Iteration 41Q: 3 clusters Score -2014951 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2015049.875000 Penalty: 1988.742676
	Iteration 42Q: 3 clusters Score -2015050 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2015114.000000 Penalty: 1988.742676
	Iteration 43Q: 3 clusters Score -2015114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2015155.000000 Penalty: 1988.742676
	Iteration 44Q: 3 clusters Score -2015155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2015187.375000 Penalty: 1988.742676
	Iteration 45Q: 3 clusters Score -2015187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2015210.250000 Penalty: 1988.742676
	Iteration 46Q: 3 clusters Score -2015210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2015230.375000 Penalty: 1988.742676
	Iteration 47Q: 3 clusters Score -2015230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2015244.625000 Penalty: 1988.742676
	Iteration 48Q: 3 clusters Score -2015245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2015254.875000 Penalty: 1988.742676
	Iteration 49Q: 3 clusters Score -2015255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2015259.250000 Penalty: 1988.742676
	Iteration 50Q: 3 clusters Score -2015259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2015260.875000 Penalty: 1988.742676
	Iteration 51Q: 3 clusters Score -2015261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2015262.500000 Penalty: 1988.742676
	Iteration 52Q: 3 clusters Score -2015262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2015264.500000 Penalty: 1988.742676
	Iteration 53Q: 3 clusters Score -2015264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2015269.250000 Penalty: 1988.742676
	Iteration 54Q: 3 clusters Score -2015269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2015271.625000 Penalty: 1988.742676
	Iteration 55Q: 3 clusters Score -2015272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2015270.875000 Penalty: 1988.742676
	Iteration 56Q: 3 clusters Score -2015271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2015270.875000 Penalty: 1988.742676
	Iteration 57Q: 3 clusters Score -2015271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2015274.125000 Penalty: 1988.742676
	Iteration 58Q: 3 clusters Score -2015274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2015275.875000 Penalty: 1988.742676
	Iteration 59Q: 3 clusters Score -2015276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2015278.625000 Penalty: 1988.742676
	Iteration 60F: 3 clusters Score -2015279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2015279.625000 Penalty: 1988.742676
	Iteration 61Q: 3 clusters Score -2015280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2015284.750000 Penalty: 1988.742676
	Iteration 62Q: 3 clusters Score -2015285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2015284.750000 Penalty: 1988.742676
	Iteration 63Q: 3 clusters Score -2015285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2015287.125000 Penalty: 1988.742676
	Iteration 64Q: 3 clusters Score -2015287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2015287.500000 Penalty: 1988.742676
	Iteration 65Q: 3 clusters Score -2015288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2015287.375000 Penalty: 1988.742676
	Iteration 66Q: 3 clusters Score -2015287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2015288.125000 Penalty: 1988.742676
	Iteration 67Q: 3 clusters Score -2015288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2015287.750000 Penalty: 1988.742676
	Iteration 68Q: 3 clusters Score -2015288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2015287.750000 Penalty: 1988.742676
	Iteration 69F: 3 clusters Score -2015288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -242531.406250 Penalty: 809.626099
	Iteration 0F: 2 clusters Score -242531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -238957.343750 Penalty: 1619.252197
	Iteration 0F: 3 clusters Score -238957.3 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -240251.343750 Penalty: 1619.252197
	Iteration 1F: 3 clusters Score -240251.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -240528.875000 Penalty: 1619.252197
	Iteration 2F: 3 clusters Score -240528.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -240819.109375 Penalty: 1619.252197
	Iteration 3F: 3 clusters Score -240819.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -241081.000000 Penalty: 1619.252197
	Iteration 4F: 3 clusters Score -241081 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -241299.843750 Penalty: 1619.252197
	Iteration 5F: 3 clusters Score -241299.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -241480.671875 Penalty: 1619.252197
	Iteration 6Q: 3 clusters Score -241480.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -241612.703125 Penalty: 1619.252197
	Iteration 7Q: 3 clusters Score -241612.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -241746.796875 Penalty: 1619.252197
	Iteration 8Q: 3 clusters Score -241746.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -241853.468750 Penalty: 1619.252197
	Iteration 9Q: 3 clusters Score -241853.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -241924.312500 Penalty: 1619.252197
	Iteration 10Q: 3 clusters Score -241924.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -241981.687500 Penalty: 1619.252197
	Iteration 11Q: 3 clusters Score -241981.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -242025.750000 Penalty: 1619.252197
	Iteration 12Q: 3 clusters Score -242025.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -242052.140625 Penalty: 1619.252197
	Iteration 13Q: 3 clusters Score -242052.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -242072.453125 Penalty: 1619.252197
	Iteration 14Q: 3 clusters Score -242072.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -242086.562500 Penalty: 1619.252197
	Iteration 15Q: 3 clusters Score -242086.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -242097.468750 Penalty: 1619.252197
	Iteration 16Q: 3 clusters Score -242097.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -242110.531250 Penalty: 1619.252197
	Iteration 17Q: 3 clusters Score -242110.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -242123.750000 Penalty: 1619.252197
	Iteration 18Q: 3 clusters Score -242123.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -242135.265625 Penalty: 1619.252197
	Iteration 19Q: 3 clusters Score -242135.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -242144.156250 Penalty: 1619.252197
	Iteration 20F: 3 clusters Score -242144.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -242151.109375 Penalty: 1619.252197
	Iteration 21Q: 3 clusters Score -242151.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -242154.890625 Penalty: 1619.252197
	Iteration 22Q: 3 clusters Score -242154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -242157.421875 Penalty: 1619.252197
	Iteration 23Q: 3 clusters Score -242157.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -242158.937500 Penalty: 1619.252197
	Iteration 24Q: 3 clusters Score -242158.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -242160.484375 Penalty: 1619.252197
	Iteration 25Q: 3 clusters Score -242160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -242163.359375 Penalty: 1619.252197
	Iteration 26Q: 3 clusters Score -242163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -242163.843750 Penalty: 1619.252197
	Iteration 27Q: 3 clusters Score -242163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -242164.468750 Penalty: 1619.252197
	Iteration 28Q: 3 clusters Score -242164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -242165.406250 Penalty: 1619.252197
	Iteration 29Q: 3 clusters Score -242165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -242165.718750 Penalty: 1619.252197
	Iteration 30Q: 3 clusters Score -242165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -242165.187500 Penalty: 1619.252197
	Iteration 31Q: 3 clusters Score -242165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -242166.328125 Penalty: 1619.252197
	Iteration 32Q: 3 clusters Score -242166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -242166.156250 Penalty: 1619.252197
	Iteration 33Q: 3 clusters Score -242166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -242166.156250 Penalty: 1619.252197
	Iteration 34F: 3 clusters Score -242166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -208250.359375 Penalty: 788.950500
	Iteration 0F: 2 clusters Score -208250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -205293.109375 Penalty: 1577.901001
	Iteration 0F: 3 clusters Score -205293.1 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -206280.171875 Penalty: 1577.901001
	Iteration 1F: 3 clusters Score -206280.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -206513.750000 Penalty: 1577.901001
	Iteration 2F: 3 clusters Score -206513.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -206740.296875 Penalty: 1577.901001
	Iteration 3F: 3 clusters Score -206740.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -206944.078125 Penalty: 1577.901001
	Iteration 4F: 3 clusters Score -206944.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -207123.078125 Penalty: 1577.901001
	Iteration 5F: 3 clusters Score -207123.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -207310.031250 Penalty: 1577.901001
	Iteration 6F: 3 clusters Score -207310 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207496.953125 Penalty: 1577.901001
	Iteration 7F: 3 clusters Score -207497 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -207682.859375 Penalty: 1577.901001
	Iteration 8F: 3 clusters Score -207682.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -207811.734375 Penalty: 1577.901001
	Iteration 9Q: 3 clusters Score -207811.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -207916.546875 Penalty: 1577.901001
	Iteration 10Q: 3 clusters Score -207916.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -208010.625000 Penalty: 1577.901001
	Iteration 11Q: 3 clusters Score -208010.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -208059.093750 Penalty: 1577.901001
	Iteration 12Q: 3 clusters Score -208059.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -208083.500000 Penalty: 1577.901001
	Iteration 13Q: 3 clusters Score -208083.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -208089.515625 Penalty: 1577.901001
	Iteration 14Q: 3 clusters Score -208089.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -208091.859375 Penalty: 1577.901001
	Iteration 15Q: 3 clusters Score -208091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -208092.218750 Penalty: 1577.901001
	Iteration 16Q: 3 clusters Score -208092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -208093.500000 Penalty: 1577.901001
	Iteration 17F: 3 clusters Score -208093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -208098.578125 Penalty: 1577.901001
	Iteration 18Q: 3 clusters Score -208098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -208102.937500 Penalty: 1577.901001
	Iteration 19Q: 3 clusters Score -208102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -208106.062500 Penalty: 1577.901001
	Iteration 20F: 3 clusters Score -208106.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -208110.250000 Penalty: 1577.901001
	Iteration 21Q: 3 clusters Score -208110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -208114.578125 Penalty: 1577.901001
	Iteration 22Q: 3 clusters Score -208114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -208118.078125 Penalty: 1577.901001
	Iteration 23Q: 3 clusters Score -208118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -208120.218750 Penalty: 1577.901001
	Iteration 24Q: 3 clusters Score -208120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -208123.250000 Penalty: 1577.901001
	Iteration 25Q: 3 clusters Score -208123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -208124.125000 Penalty: 1577.901001
	Iteration 26Q: 3 clusters Score -208124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -208124.859375 Penalty: 1577.901001
	Iteration 27Q: 3 clusters Score -208124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -208125.218750 Penalty: 1577.901001
	Iteration 28Q: 3 clusters Score -208125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -208125.218750 Penalty: 1577.901001
	Iteration 29F: 3 clusters Score -208125.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (142307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142307 members 
Entering Unmasked Estep 
Score: -7719347.000000 Penalty: 1127.245483
	Iteration 0F: 2 clusters Score -7719347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 71250 members 
Entering Unmasked Estep 
Score: -7623862.500000 Penalty: 2254.490967
	Iteration 0F: 3 clusters Score -7623862 nChanged 69100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71381 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -7665009.500000 Penalty: 2254.490967
	Iteration 1F: 3 clusters Score -7665010 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -7666473.500000 Penalty: 2254.490967
	Iteration 2Q: 3 clusters Score -7666474 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -7668442.000000 Penalty: 2254.490967
	Iteration 3Q: 3 clusters Score -7668442 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -7671146.500000 Penalty: 2254.490967
	Iteration 4Q: 3 clusters Score -7671146 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -7674429.000000 Penalty: 2254.490967
	Iteration 5F: 3 clusters Score -7674429 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -7678230.000000 Penalty: 2254.490967
	Iteration 6F: 3 clusters Score -7678230 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -7682500.000000 Penalty: 2254.490967
	Iteration 7F: 3 clusters Score -7682500 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -7687403.000000 Penalty: 2254.490967
	Iteration 8F: 3 clusters Score -7687403 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -7692249.500000 Penalty: 2254.490967
	Iteration 9F: 3 clusters Score -7692250 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -7696454.000000 Penalty: 2254.490967
	Iteration 10Q: 3 clusters Score -7696454 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7700054.500000 Penalty: 2254.490967
	Iteration 11Q: 3 clusters Score -7700054 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -7702489.500000 Penalty: 2254.490967
	Iteration 12Q: 3 clusters Score -7702490 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7704249.500000 Penalty: 2254.490967
	Iteration 13Q: 3 clusters Score -7704250 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -7705663.000000 Penalty: 2254.490967
	Iteration 14Q: 3 clusters Score -7705663 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115257 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -7707043.500000 Penalty: 2254.490967
	Iteration 15Q: 3 clusters Score -7707044 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118218 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -7708247.000000 Penalty: 2254.490967
	Iteration 16Q: 3 clusters Score -7708247 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120924 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -7709443.500000 Penalty: 2254.490967
	Iteration 17Q: 3 clusters Score -7709444 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123559 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -7710637.000000 Penalty: 2254.490967
	Iteration 18Q: 3 clusters Score -7710637 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126058 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -7711859.000000 Penalty: 2254.490967
	Iteration 19Q: 3 clusters Score -7711859 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128440 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -7713030.500000 Penalty: 2254.490967
	Iteration 20F: 3 clusters Score -7713030 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130577 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -7714088.000000 Penalty: 2254.490967
	Iteration 21Q: 3 clusters Score -7714088 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132458 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -7715171.500000 Penalty: 2254.490967
	Iteration 22Q: 3 clusters Score -7715172 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134112 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -7716174.500000 Penalty: 2254.490967
	Iteration 23Q: 3 clusters Score -7716174 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135508 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -7716984.000000 Penalty: 2254.490967
	Iteration 24Q: 3 clusters Score -7716984 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136617 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -7717575.000000 Penalty: 2254.490967
	Iteration 25Q: 3 clusters Score -7717575 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137442 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -7718058.500000 Penalty: 2254.490967
	Iteration 26Q: 3 clusters Score -7718058 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138087 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -7718397.000000 Penalty: 2254.490967
	Iteration 27Q: 3 clusters Score -7718397 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7718579.000000 Penalty: 2254.490967
	Iteration 28Q: 3 clusters Score -7718579 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138979 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7718780.000000 Penalty: 2254.490967
	Iteration 29Q: 3 clusters Score -7718780 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7718945.000000 Penalty: 2254.490967
	Iteration 30Q: 3 clusters Score -7718945 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139579 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7719056.000000 Penalty: 2254.490967
	Iteration 31Q: 3 clusters Score -7719056 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139798 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7719142.000000 Penalty: 2254.490967
	Iteration 32Q: 3 clusters Score -7719142 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7719193.500000 Penalty: 2254.490967
	Iteration 33Q: 3 clusters Score -7719194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7719253.500000 Penalty: 2254.490967
	Iteration 34Q: 3 clusters Score -7719254 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140170 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7719267.000000 Penalty: 2254.490967
	Iteration 35Q: 3 clusters Score -7719267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7719280.500000 Penalty: 2254.490967
	Iteration 36Q: 3 clusters Score -7719280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7719301.000000 Penalty: 2254.490967
	Iteration 37Q: 3 clusters Score -7719301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7719284.500000 Penalty: 2254.490967
	Iteration 38Q: 3 clusters Score -7719284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140383 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7719303.500000 Penalty: 2254.490967
	Iteration 39Q: 3 clusters Score -7719304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7719306.000000 Penalty: 2254.490967
	Iteration 40F: 3 clusters Score -7719306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140455 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7719305.000000 Penalty: 2254.490967
	Iteration 41Q: 3 clusters Score -7719305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140488 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7719317.000000 Penalty: 2254.490967
	Iteration 42Q: 3 clusters Score -7719317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7719318.500000 Penalty: 2254.490967
	Iteration 43Q: 3 clusters Score -7719318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7719322.000000 Penalty: 2254.490967
	Iteration 44Q: 3 clusters Score -7719322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140550 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7719317.000000 Penalty: 2254.490967
	Iteration 45Q: 3 clusters Score -7719317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140563 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7719330.000000 Penalty: 2254.490967
	Iteration 46Q: 3 clusters Score -7719330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140571 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7719335.000000 Penalty: 2254.490967
	Iteration 47Q: 3 clusters Score -7719335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7719330.000000 Penalty: 2254.490967
	Iteration 48Q: 3 clusters Score -7719330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7719324.500000 Penalty: 2254.490967
	Iteration 49Q: 3 clusters Score -7719324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140577 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7719333.000000 Penalty: 2254.490967
	Iteration 50Q: 3 clusters Score -7719333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7719335.000000 Penalty: 2254.490967
	Iteration 51Q: 3 clusters Score -7719335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7719335.000000 Penalty: 2254.490967
	Iteration 52F: 3 clusters Score -7719335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -183783.734375 Penalty: 782.334106
	Iteration 0F: 2 clusters Score -183783.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -180985.390625 Penalty: 1564.668213
	Iteration 0F: 3 clusters Score -180985.4 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -181944.218750 Penalty: 1564.668213
	Iteration 1F: 3 clusters Score -181944.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -182357.437500 Penalty: 1564.668213
	Iteration 2F: 3 clusters Score -182357.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -182711.359375 Penalty: 1564.668213
	Iteration 3F: 3 clusters Score -182711.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -182932.343750 Penalty: 1564.668213
	Iteration 4F: 3 clusters Score -182932.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -183079.406250 Penalty: 1564.668213
	Iteration 5F: 3 clusters Score -183079.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -183159.156250 Penalty: 1564.668213
	Iteration 6Q: 3 clusters Score -183159.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -183199.328125 Penalty: 1564.668213
	Iteration 7Q: 3 clusters Score -183199.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -183224.000000 Penalty: 1564.668213
	Iteration 8Q: 3 clusters Score -183224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -183239.296875 Penalty: 1564.668213
	Iteration 9Q: 3 clusters Score -183239.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -183249.171875 Penalty: 1564.668213
	Iteration 10Q: 3 clusters Score -183249.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -183258.375000 Penalty: 1564.668213
	Iteration 11Q: 3 clusters Score -183258.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -183267.578125 Penalty: 1564.668213
	Iteration 12Q: 3 clusters Score -183267.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -183277.890625 Penalty: 1564.668213
	Iteration 13Q: 3 clusters Score -183277.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -183290.546875 Penalty: 1564.668213
	Iteration 14Q: 3 clusters Score -183290.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -183301.171875 Penalty: 1564.668213
	Iteration 15Q: 3 clusters Score -183301.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -183307.734375 Penalty: 1564.668213
	Iteration 16Q: 3 clusters Score -183307.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183312.796875 Penalty: 1564.668213
	Iteration 17Q: 3 clusters Score -183312.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -183319.359375 Penalty: 1564.668213
	Iteration 18Q: 3 clusters Score -183319.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -183327.890625 Penalty: 1564.668213
	Iteration 19Q: 3 clusters Score -183327.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -183333.984375 Penalty: 1564.668213
	Iteration 20F: 3 clusters Score -183334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183338.406250 Penalty: 1564.668213
	Iteration 21Q: 3 clusters Score -183338.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -183344.250000 Penalty: 1564.668213
	Iteration 22Q: 3 clusters Score -183344.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -183349.578125 Penalty: 1564.668213
	Iteration 23Q: 3 clusters Score -183349.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -183354.718750 Penalty: 1564.668213
	Iteration 24Q: 3 clusters Score -183354.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -183357.609375 Penalty: 1564.668213
	Iteration 25Q: 3 clusters Score -183357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -183359.531250 Penalty: 1564.668213
	Iteration 26Q: 3 clusters Score -183359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -183361.984375 Penalty: 1564.668213
	Iteration 27Q: 3 clusters Score -183362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -183365.734375 Penalty: 1564.668213
	Iteration 28Q: 3 clusters Score -183365.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -183367.156250 Penalty: 1564.668213
	Iteration 29Q: 3 clusters Score -183367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -183367.281250 Penalty: 1564.668213
	Iteration 30Q: 3 clusters Score -183367.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -183367.484375 Penalty: 1564.668213
	Iteration 31Q: 3 clusters Score -183367.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -183368.156250 Penalty: 1564.668213
	Iteration 32Q: 3 clusters Score -183368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -183368.781250 Penalty: 1564.668213
	Iteration 33Q: 3 clusters Score -183368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -183368.421875 Penalty: 1564.668213
	Iteration 34Q: 3 clusters Score -183368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -183368.421875 Penalty: 1564.668213
	Iteration 35F: 3 clusters Score -183368.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Entering Unmasked Estep 
Score: -710216.500000 Penalty: 901.162842
	Iteration 0F: 2 clusters Score -710216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -701237.875000 Penalty: 1802.325684
	Iteration 0F: 3 clusters Score -701237.9 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -704537.062500 Penalty: 1802.325684
	Iteration 1F: 3 clusters Score -704537.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -704719.937500 Penalty: 1802.325684
	Iteration 2Q: 3 clusters Score -704719.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -704865.187500 Penalty: 1802.325684
	Iteration 3Q: 3 clusters Score -704865.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -704990.562500 Penalty: 1802.325684
	Iteration 4Q: 3 clusters Score -704990.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -705115.187500 Penalty: 1802.325684
	Iteration 5Q: 3 clusters Score -705115.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -705280.687500 Penalty: 1802.325684
	Iteration 6Q: 3 clusters Score -705280.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -705493.750000 Penalty: 1802.325684
	Iteration 7Q: 3 clusters Score -705493.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -705793.187500 Penalty: 1802.325684
	Iteration 8Q: 3 clusters Score -705793.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -706218.312500 Penalty: 1802.325684
	Iteration 9F: 3 clusters Score -706218.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -706699.937500 Penalty: 1802.325684
	Iteration 10F: 3 clusters Score -706699.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -707232.562500 Penalty: 1802.325684
	Iteration 11F: 3 clusters Score -707232.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -707701.937500 Penalty: 1802.325684
	Iteration 12Q: 3 clusters Score -707701.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -708032.000000 Penalty: 1802.325684
	Iteration 13Q: 3 clusters Score -708032 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -708252.062500 Penalty: 1802.325684
	Iteration 14Q: 3 clusters Score -708252.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -708423.250000 Penalty: 1802.325684
	Iteration 15Q: 3 clusters Score -708423.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -708562.500000 Penalty: 1802.325684
	Iteration 16Q: 3 clusters Score -708562.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -708668.562500 Penalty: 1802.325684
	Iteration 17Q: 3 clusters Score -708668.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -708755.812500 Penalty: 1802.325684
	Iteration 18Q: 3 clusters Score -708755.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -708836.500000 Penalty: 1802.325684
	Iteration 19Q: 3 clusters Score -708836.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -708914.875000 Penalty: 1802.325684
	Iteration 20F: 3 clusters Score -708914.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -708984.062500 Penalty: 1802.325684
	Iteration 21Q: 3 clusters Score -708984.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -709029.187500 Penalty: 1802.325684
	Iteration 22Q: 3 clusters Score -709029.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -709062.562500 Penalty: 1802.325684
	Iteration 23Q: 3 clusters Score -709062.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -709093.125000 Penalty: 1802.325684
	Iteration 24Q: 3 clusters Score -709093.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -709126.562500 Penalty: 1802.325684
	Iteration 25Q: 3 clusters Score -709126.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -709160.562500 Penalty: 1802.325684
	Iteration 26Q: 3 clusters Score -709160.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -709186.562500 Penalty: 1802.325684
	Iteration 27Q: 3 clusters Score -709186.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -709201.000000 Penalty: 1802.325684
	Iteration 28Q: 3 clusters Score -709201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -709217.250000 Penalty: 1802.325684
	Iteration 29Q: 3 clusters Score -709217.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -709232.812500 Penalty: 1802.325684
	Iteration 30Q: 3 clusters Score -709232.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -709247.312500 Penalty: 1802.325684
	Iteration 31Q: 3 clusters Score -709247.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -709261.562500 Penalty: 1802.325684
	Iteration 32Q: 3 clusters Score -709261.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -709278.625000 Penalty: 1802.325684
	Iteration 33Q: 3 clusters Score -709278.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -709292.187500 Penalty: 1802.325684
	Iteration 34Q: 3 clusters Score -709292.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -709305.187500 Penalty: 1802.325684
	Iteration 35Q: 3 clusters Score -709305.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -709320.750000 Penalty: 1802.325684
	Iteration 36Q: 3 clusters Score -709320.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -709337.312500 Penalty: 1802.325684
	Iteration 37Q: 3 clusters Score -709337.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -709357.125000 Penalty: 1802.325684
	Iteration 38Q: 3 clusters Score -709357.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -709377.687500 Penalty: 1802.325684
	Iteration 39Q: 3 clusters Score -709377.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -709395.625000 Penalty: 1802.325684
	Iteration 40F: 3 clusters Score -709395.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -709409.250000 Penalty: 1802.325684
	Iteration 41Q: 3 clusters Score -709409.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -709415.250000 Penalty: 1802.325684
	Iteration 42Q: 3 clusters Score -709415.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -709420.312500 Penalty: 1802.325684
	Iteration 43Q: 3 clusters Score -709420.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -709429.375000 Penalty: 1802.325684
	Iteration 44Q: 3 clusters Score -709429.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -709436.500000 Penalty: 1802.325684
	Iteration 45Q: 3 clusters Score -709436.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -709442.125000 Penalty: 1802.325684
	Iteration 46Q: 3 clusters Score -709442.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -709450.562500 Penalty: 1802.325684
	Iteration 47Q: 3 clusters Score -709450.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -709451.062500 Penalty: 1802.325684
	Iteration 48Q: 3 clusters Score -709451.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -709453.562500 Penalty: 1802.325684
	Iteration 49Q: 3 clusters Score -709453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -709458.125000 Penalty: 1802.325684
	Iteration 50Q: 3 clusters Score -709458.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -709459.750000 Penalty: 1802.325684
	Iteration 51Q: 3 clusters Score -709459.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -709460.437500 Penalty: 1802.325684
	Iteration 52Q: 3 clusters Score -709460.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -709464.000000 Penalty: 1802.325684
	Iteration 53Q: 3 clusters Score -709464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -709466.437500 Penalty: 1802.325684
	Iteration 54Q: 3 clusters Score -709466.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -709470.812500 Penalty: 1802.325684
	Iteration 55Q: 3 clusters Score -709470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -709471.250000 Penalty: 1802.325684
	Iteration 56Q: 3 clusters Score -709471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -709471.437500 Penalty: 1802.325684
	Iteration 57Q: 3 clusters Score -709471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -709473.000000 Penalty: 1802.325684
	Iteration 58Q: 3 clusters Score -709473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -709474.375000 Penalty: 1802.325684
	Iteration 59Q: 3 clusters Score -709474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -709475.312500 Penalty: 1802.325684
	Iteration 60F: 3 clusters Score -709475.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -709476.250000 Penalty: 1802.325684
	Iteration 61Q: 3 clusters Score -709476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -709477.312500 Penalty: 1802.325684
	Iteration 62Q: 3 clusters Score -709477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -709478.687500 Penalty: 1802.325684
	Iteration 63Q: 3 clusters Score -709478.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -709477.812500 Penalty: 1802.325684
	Iteration 64Q: 3 clusters Score -709477.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -709478.437500 Penalty: 1802.325684
	Iteration 65Q: 3 clusters Score -709478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -709478.562500 Penalty: 1802.325684
	Iteration 66Q: 3 clusters Score -709478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -709481.500000 Penalty: 1802.325684
	Iteration 67Q: 3 clusters Score -709481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -709481.250000 Penalty: 1802.325684
	Iteration 68Q: 3 clusters Score -709481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -709480.375000 Penalty: 1802.325684
	Iteration 69Q: 3 clusters Score -709480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -709482.250000 Penalty: 1802.325684
	Iteration 70Q: 3 clusters Score -709482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -709481.937500 Penalty: 1802.325684
	Iteration 71Q: 3 clusters Score -709481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -709481.937500 Penalty: 1802.325684
	Iteration 72F: 3 clusters Score -709481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Entering Unmasked Estep 
Score: -345212.000000 Penalty: 833.206482
	Iteration 0F: 2 clusters Score -345212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -340759.218750 Penalty: 1666.412964
	Iteration 0F: 3 clusters Score -340759.2 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -342529.406250 Penalty: 1666.412964
	Iteration 1F: 3 clusters Score -342529.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -342984.312500 Penalty: 1666.412964
	Iteration 2F: 3 clusters Score -342984.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -343353.187500 Penalty: 1666.412964
	Iteration 3F: 3 clusters Score -343353.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -343632.437500 Penalty: 1666.412964
	Iteration 4F: 3 clusters Score -343632.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -343806.875000 Penalty: 1666.412964
	Iteration 5Q: 3 clusters Score -343806.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -343912.968750 Penalty: 1666.412964
	Iteration 6Q: 3 clusters Score -343913 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -343983.187500 Penalty: 1666.412964
	Iteration 7Q: 3 clusters Score -343983.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -344034.562500 Penalty: 1666.412964
	Iteration 8Q: 3 clusters Score -344034.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -344072.656250 Penalty: 1666.412964
	Iteration 9Q: 3 clusters Score -344072.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -344105.750000 Penalty: 1666.412964
	Iteration 10Q: 3 clusters Score -344105.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -344136.781250 Penalty: 1666.412964
	Iteration 11Q: 3 clusters Score -344136.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -344173.812500 Penalty: 1666.412964
	Iteration 12Q: 3 clusters Score -344173.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -344225.281250 Penalty: 1666.412964
	Iteration 13Q: 3 clusters Score -344225.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -344267.125000 Penalty: 1666.412964
	Iteration 14Q: 3 clusters Score -344267.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -344311.531250 Penalty: 1666.412964
	Iteration 15Q: 3 clusters Score -344311.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -344347.093750 Penalty: 1666.412964
	Iteration 16Q: 3 clusters Score -344347.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -344369.687500 Penalty: 1666.412964
	Iteration 17Q: 3 clusters Score -344369.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -344391.406250 Penalty: 1666.412964
	Iteration 18Q: 3 clusters Score -344391.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -344411.781250 Penalty: 1666.412964
	Iteration 19Q: 3 clusters Score -344411.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -344432.218750 Penalty: 1666.412964
	Iteration 20F: 3 clusters Score -344432.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -344444.937500 Penalty: 1666.412964
	Iteration 21Q: 3 clusters Score -344444.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -344455.031250 Penalty: 1666.412964
	Iteration 22Q: 3 clusters Score -344455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -344463.312500 Penalty: 1666.412964
	Iteration 23Q: 3 clusters Score -344463.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -344467.062500 Penalty: 1666.412964
	Iteration 24Q: 3 clusters Score -344467.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -344469.875000 Penalty: 1666.412964
	Iteration 25Q: 3 clusters Score -344469.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -344469.718750 Penalty: 1666.412964
	Iteration 26Q: 3 clusters Score -344469.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -344472.437500 Penalty: 1666.412964
	Iteration 27Q: 3 clusters Score -344472.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -344478.218750 Penalty: 1666.412964
	Iteration 28Q: 3 clusters Score -344478.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -344480.531250 Penalty: 1666.412964
	Iteration 29Q: 3 clusters Score -344480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -344483.812500 Penalty: 1666.412964
	Iteration 30Q: 3 clusters Score -344483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -344487.437500 Penalty: 1666.412964
	Iteration 31Q: 3 clusters Score -344487.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -344489.718750 Penalty: 1666.412964
	Iteration 32Q: 3 clusters Score -344489.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -344491.843750 Penalty: 1666.412964
	Iteration 33Q: 3 clusters Score -344491.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -344494.500000 Penalty: 1666.412964
	Iteration 34Q: 3 clusters Score -344494.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -344496.406250 Penalty: 1666.412964
	Iteration 35Q: 3 clusters Score -344496.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -344500.281250 Penalty: 1666.412964
	Iteration 36Q: 3 clusters Score -344500.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -344500.781250 Penalty: 1666.412964
	Iteration 37Q: 3 clusters Score -344500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -344501.562500 Penalty: 1666.412964
	Iteration 38Q: 3 clusters Score -344501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -344503.250000 Penalty: 1666.412964
	Iteration 39Q: 3 clusters Score -344503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -344503.718750 Penalty: 1666.412964
	Iteration 40F: 3 clusters Score -344503.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -344504.875000 Penalty: 1666.412964
	Iteration 41Q: 3 clusters Score -344504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -344504.906250 Penalty: 1666.412964
	Iteration 42Q: 3 clusters Score -344504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -344504.906250 Penalty: 1666.412964
	Iteration 43F: 3 clusters Score -344504.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Entering Unmasked Estep 
Score: -1317406.500000 Penalty: 954.034302
	Iteration 0F: 2 clusters Score -1317406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1301934.375000 Penalty: 1908.068604
	Iteration 0F: 3 clusters Score -1301934 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1308207.000000 Penalty: 1908.068604
	Iteration 1F: 3 clusters Score -1308207 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1308544.000000 Penalty: 1908.068604
	Iteration 2Q: 3 clusters Score -1308544 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1308938.875000 Penalty: 1908.068604
	Iteration 3Q: 3 clusters Score -1308939 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1309558.750000 Penalty: 1908.068604
	Iteration 4F: 3 clusters Score -1309559 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1310524.000000 Penalty: 1908.068604
	Iteration 5F: 3 clusters Score -1310524 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1311885.625000 Penalty: 1908.068604
	Iteration 6F: 3 clusters Score -1311886 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1313264.500000 Penalty: 1908.068604
	Iteration 7F: 3 clusters Score -1313264 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1314432.500000 Penalty: 1908.068604
	Iteration 8F: 3 clusters Score -1314432 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -1315288.500000 Penalty: 1908.068604
	Iteration 9Q: 3 clusters Score -1315288 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1315715.875000 Penalty: 1908.068604
	Iteration 10Q: 3 clusters Score -1315716 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -1315908.125000 Penalty: 1908.068604
	Iteration 11Q: 3 clusters Score -1315908 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1315989.750000 Penalty: 1908.068604
	Iteration 12Q: 3 clusters Score -1315990 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1316046.250000 Penalty: 1908.068604
	Iteration 13Q: 3 clusters Score -1316046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -1316092.750000 Penalty: 1908.068604
	Iteration 14Q: 3 clusters Score -1316093 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1316139.625000 Penalty: 1908.068604
	Iteration 15Q: 3 clusters Score -1316140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -1316174.125000 Penalty: 1908.068604
	Iteration 16Q: 3 clusters Score -1316174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -1316209.000000 Penalty: 1908.068604
	Iteration 17Q: 3 clusters Score -1316209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1316241.375000 Penalty: 1908.068604
	Iteration 18Q: 3 clusters Score -1316241 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -1316260.250000 Penalty: 1908.068604
	Iteration 19Q: 3 clusters Score -1316260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -1316287.250000 Penalty: 1908.068604
	Iteration 20F: 3 clusters Score -1316287 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -1316306.875000 Penalty: 1908.068604
	Iteration 21Q: 3 clusters Score -1316307 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -1316327.125000 Penalty: 1908.068604
	Iteration 22Q: 3 clusters Score -1316327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1316337.875000 Penalty: 1908.068604
	Iteration 23Q: 3 clusters Score -1316338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -1316368.500000 Penalty: 1908.068604
	Iteration 24Q: 3 clusters Score -1316368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1316385.375000 Penalty: 1908.068604
	Iteration 25Q: 3 clusters Score -1316385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -1316392.625000 Penalty: 1908.068604
	Iteration 26Q: 3 clusters Score -1316393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -1316410.625000 Penalty: 1908.068604
	Iteration 27Q: 3 clusters Score -1316411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1316421.875000 Penalty: 1908.068604
	Iteration 28Q: 3 clusters Score -1316422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -1316435.875000 Penalty: 1908.068604
	Iteration 29Q: 3 clusters Score -1316436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -1316450.875000 Penalty: 1908.068604
	Iteration 30Q: 3 clusters Score -1316451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -1316461.750000 Penalty: 1908.068604
	Iteration 31Q: 3 clusters Score -1316462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -1316473.750000 Penalty: 1908.068604
	Iteration 32Q: 3 clusters Score -1316474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -1316478.250000 Penalty: 1908.068604
	Iteration 33Q: 3 clusters Score -1316478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -1316485.125000 Penalty: 1908.068604
	Iteration 34Q: 3 clusters Score -1316485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -1316495.750000 Penalty: 1908.068604
	Iteration 35Q: 3 clusters Score -1316496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1316504.375000 Penalty: 1908.068604
	Iteration 36Q: 3 clusters Score -1316504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -1316509.875000 Penalty: 1908.068604
	Iteration 37Q: 3 clusters Score -1316510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -1316520.375000 Penalty: 1908.068604
	Iteration 38Q: 3 clusters Score -1316520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -1316532.125000 Penalty: 1908.068604
	Iteration 39Q: 3 clusters Score -1316532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -1316541.125000 Penalty: 1908.068604
	Iteration 40F: 3 clusters Score -1316541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -1316552.375000 Penalty: 1908.068604
	Iteration 41Q: 3 clusters Score -1316552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1316556.000000 Penalty: 1908.068604
	Iteration 42Q: 3 clusters Score -1316556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -1316564.625000 Penalty: 1908.068604
	Iteration 43Q: 3 clusters Score -1316565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -1316570.375000 Penalty: 1908.068604
	Iteration 44Q: 3 clusters Score -1316570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -1316577.625000 Penalty: 1908.068604
	Iteration 45Q: 3 clusters Score -1316578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -1316580.875000 Penalty: 1908.068604
	Iteration 46Q: 3 clusters Score -1316581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -1316582.750000 Penalty: 1908.068604
	Iteration 47Q: 3 clusters Score -1316583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -1316589.375000 Penalty: 1908.068604
	Iteration 48Q: 3 clusters Score -1316589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -1316600.250000 Penalty: 1908.068604
	Iteration 49Q: 3 clusters Score -1316600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -1316604.625000 Penalty: 1908.068604
	Iteration 50Q: 3 clusters Score -1316605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -1316610.000000 Penalty: 1908.068604
	Iteration 51Q: 3 clusters Score -1316610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -1316611.625000 Penalty: 1908.068604
	Iteration 52Q: 3 clusters Score -1316612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -1316611.500000 Penalty: 1908.068604
	Iteration 53Q: 3 clusters Score -1316612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -1316616.125000 Penalty: 1908.068604
	Iteration 54Q: 3 clusters Score -1316616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -1316615.000000 Penalty: 1908.068604
	Iteration 55Q: 3 clusters Score -1316615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -1316614.125000 Penalty: 1908.068604
	Iteration 56Q: 3 clusters Score -1316614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -1316618.125000 Penalty: 1908.068604
	Iteration 57Q: 3 clusters Score -1316618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -1316621.625000 Penalty: 1908.068604
	Iteration 58Q: 3 clusters Score -1316622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -1316619.375000 Penalty: 1908.068604
	Iteration 59Q: 3 clusters Score -1316619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -1316620.375000 Penalty: 1908.068604
	Iteration 60F: 3 clusters Score -1316620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -1316621.875000 Penalty: 1908.068604
	Iteration 61Q: 3 clusters Score -1316622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -1316621.875000 Penalty: 1908.068604
	Iteration 62F: 3 clusters Score -1316622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Entering Unmasked Estep 
Score: -2196297.750000 Penalty: 1015.542419
	Iteration 0F: 2 clusters Score -2196298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2167004.500000 Penalty: 2031.084839
	Iteration 0F: 3 clusters Score -2167004 nChanged 20742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2179025.750000 Penalty: 2031.084839
	Iteration 1F: 3 clusters Score -2179026 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2179727.500000 Penalty: 2031.084839
	Iteration 2Q: 3 clusters Score -2179728 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2180739.250000 Penalty: 2031.084839
	Iteration 3Q: 3 clusters Score -2180739 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -2182190.250000 Penalty: 2031.084839
	Iteration 4F: 3 clusters Score -2182190 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -2184189.750000 Penalty: 2031.084839
	Iteration 5F: 3 clusters Score -2184190 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -2186399.500000 Penalty: 2031.084839
	Iteration 6F: 3 clusters Score -2186400 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -2188311.750000 Penalty: 2031.084839
	Iteration 7F: 3 clusters Score -2188312 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -2189786.250000 Penalty: 2031.084839
	Iteration 8Q: 3 clusters Score -2189786 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -2190880.000000 Penalty: 2031.084839
	Iteration 9Q: 3 clusters Score -2190880 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -2191700.500000 Penalty: 2031.084839
	Iteration 10Q: 3 clusters Score -2191700 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -2192446.750000 Penalty: 2031.084839
	Iteration 11Q: 3 clusters Score -2192447 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -2193068.750000 Penalty: 2031.084839
	Iteration 12Q: 3 clusters Score -2193069 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -2193605.500000 Penalty: 2031.084839
	Iteration 13Q: 3 clusters Score -2193606 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -2194055.250000 Penalty: 2031.084839
	Iteration 14Q: 3 clusters Score -2194055 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -2194416.250000 Penalty: 2031.084839
	Iteration 15Q: 3 clusters Score -2194416 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -2194742.000000 Penalty: 2031.084839
	Iteration 16Q: 3 clusters Score -2194742 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -2194960.250000 Penalty: 2031.084839
	Iteration 17Q: 3 clusters Score -2194960 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -2195131.500000 Penalty: 2031.084839
	Iteration 18Q: 3 clusters Score -2195132 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -2195259.500000 Penalty: 2031.084839
	Iteration 19Q: 3 clusters Score -2195260 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -2195377.750000 Penalty: 2031.084839
	Iteration 20F: 3 clusters Score -2195378 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -2195454.750000 Penalty: 2031.084839
	Iteration 21Q: 3 clusters Score -2195455 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -2195514.000000 Penalty: 2031.084839
	Iteration 22Q: 3 clusters Score -2195514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -2195548.250000 Penalty: 2031.084839
	Iteration 23Q: 3 clusters Score -2195548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -2195576.500000 Penalty: 2031.084839
	Iteration 24Q: 3 clusters Score -2195576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -2195593.000000 Penalty: 2031.084839
	Iteration 25Q: 3 clusters Score -2195593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -2195606.750000 Penalty: 2031.084839
	Iteration 26Q: 3 clusters Score -2195607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -2195616.000000 Penalty: 2031.084839
	Iteration 27Q: 3 clusters Score -2195616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -2195624.750000 Penalty: 2031.084839
	Iteration 28Q: 3 clusters Score -2195625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -2195634.250000 Penalty: 2031.084839
	Iteration 29Q: 3 clusters Score -2195634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -2195641.000000 Penalty: 2031.084839
	Iteration 30Q: 3 clusters Score -2195641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -2195644.000000 Penalty: 2031.084839
	Iteration 31Q: 3 clusters Score -2195644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -2195650.750000 Penalty: 2031.084839
	Iteration 32Q: 3 clusters Score -2195651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -2195653.500000 Penalty: 2031.084839
	Iteration 33Q: 3 clusters Score -2195654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -2195656.250000 Penalty: 2031.084839
	Iteration 34Q: 3 clusters Score -2195656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -2195659.000000 Penalty: 2031.084839
	Iteration 35Q: 3 clusters Score -2195659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -2195661.500000 Penalty: 2031.084839
	Iteration 36Q: 3 clusters Score -2195662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -2195663.500000 Penalty: 2031.084839
	Iteration 37Q: 3 clusters Score -2195664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -2195663.000000 Penalty: 2031.084839
	Iteration 38Q: 3 clusters Score -2195663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -2195662.000000 Penalty: 2031.084839
	Iteration 39Q: 3 clusters Score -2195662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -2195667.000000 Penalty: 2031.084839
	Iteration 40F: 3 clusters Score -2195667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -2195675.500000 Penalty: 2031.084839
	Iteration 41Q: 3 clusters Score -2195676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -2195677.000000 Penalty: 2031.084839
	Iteration 42Q: 3 clusters Score -2195677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -2195676.000000 Penalty: 2031.084839
	Iteration 43Q: 3 clusters Score -2195676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -2195675.000000 Penalty: 2031.084839
	Iteration 44Q: 3 clusters Score -2195675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -2195675.750000 Penalty: 2031.084839
	Iteration 45Q: 3 clusters Score -2195676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -2195677.750000 Penalty: 2031.084839
	Iteration 46Q: 3 clusters Score -2195678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -2195679.250000 Penalty: 2031.084839
	Iteration 47Q: 3 clusters Score -2195679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -2195680.500000 Penalty: 2031.084839
	Iteration 48Q: 3 clusters Score -2195680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -2195680.500000 Penalty: 2031.084839
	Iteration 49Q: 3 clusters Score -2195680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -2195684.750000 Penalty: 2031.084839
	Iteration 50Q: 3 clusters Score -2195685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -2195685.750000 Penalty: 2031.084839
	Iteration 51Q: 3 clusters Score -2195686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -2195687.250000 Penalty: 2031.084839
	Iteration 52Q: 3 clusters Score -2195687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -2195687.250000 Penalty: 2031.084839
	Iteration 53Q: 3 clusters Score -2195687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -2195686.000000 Penalty: 2031.084839
	Iteration 54Q: 3 clusters Score -2195686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -2195686.250000 Penalty: 2031.084839
	Iteration 55Q: 3 clusters Score -2195686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -2195686.500000 Penalty: 2031.084839
	Iteration 56Q: 3 clusters Score -2195686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -2195686.500000 Penalty: 2031.084839
	Iteration 57F: 3 clusters Score -2195686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -132949.421875 Penalty: 747.702026
	Iteration 0F: 2 clusters Score -132949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -130845.507812 Penalty: 1495.404053
	Iteration 0F: 3 clusters Score -130845.5 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -131415.921875 Penalty: 1495.404053
	Iteration 1F: 3 clusters Score -131415.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -131513.375000 Penalty: 1495.404053
	Iteration 2F: 3 clusters Score -131513.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -131588.984375 Penalty: 1495.404053
	Iteration 3F: 3 clusters Score -131589 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -131649.125000 Penalty: 1495.404053
	Iteration 4Q: 3 clusters Score -131649.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -131707.781250 Penalty: 1495.404053
	Iteration 5Q: 3 clusters Score -131707.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -131747.171875 Penalty: 1495.404053
	Iteration 6Q: 3 clusters Score -131747.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -131781.078125 Penalty: 1495.404053
	Iteration 7Q: 3 clusters Score -131781.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -131821.234375 Penalty: 1495.404053
	Iteration 8Q: 3 clusters Score -131821.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -131868.859375 Penalty: 1495.404053
	Iteration 9Q: 3 clusters Score -131868.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -131910.406250 Penalty: 1495.404053
	Iteration 10Q: 3 clusters Score -131910.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -131951.234375 Penalty: 1495.404053
	Iteration 11Q: 3 clusters Score -131951.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -131987.000000 Penalty: 1495.404053
	Iteration 12Q: 3 clusters Score -131987 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -132020.484375 Penalty: 1495.404053
	Iteration 13Q: 3 clusters Score -132020.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -132048.265625 Penalty: 1495.404053
	Iteration 14Q: 3 clusters Score -132048.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -132077.750000 Penalty: 1495.404053
	Iteration 15Q: 3 clusters Score -132077.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -132114.031250 Penalty: 1495.404053
	Iteration 16Q: 3 clusters Score -132114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -132149.062500 Penalty: 1495.404053
	Iteration 17Q: 3 clusters Score -132149.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -132185.203125 Penalty: 1495.404053
	Iteration 18Q: 3 clusters Score -132185.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -132230.562500 Penalty: 1495.404053
	Iteration 19Q: 3 clusters Score -132230.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -132276.937500 Penalty: 1495.404053
	Iteration 20F: 3 clusters Score -132276.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -132319.718750 Penalty: 1495.404053
	Iteration 21Q: 3 clusters Score -132319.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -132352.765625 Penalty: 1495.404053
	Iteration 22Q: 3 clusters Score -132352.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -132374.343750 Penalty: 1495.404053
	Iteration 23Q: 3 clusters Score -132374.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -132383.593750 Penalty: 1495.404053
	Iteration 24Q: 3 clusters Score -132383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -132392.843750 Penalty: 1495.404053
	Iteration 25Q: 3 clusters Score -132392.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -132403.265625 Penalty: 1495.404053
	Iteration 26Q: 3 clusters Score -132403.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -132407.984375 Penalty: 1495.404053
	Iteration 27Q: 3 clusters Score -132408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -132411.953125 Penalty: 1495.404053
	Iteration 28Q: 3 clusters Score -132412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -132416.828125 Penalty: 1495.404053
	Iteration 29Q: 3 clusters Score -132416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -132422.062500 Penalty: 1495.404053
	Iteration 30Q: 3 clusters Score -132422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -132428.156250 Penalty: 1495.404053
	Iteration 31Q: 3 clusters Score -132428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -132432.906250 Penalty: 1495.404053
	Iteration 32Q: 3 clusters Score -132432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -132433.953125 Penalty: 1495.404053
	Iteration 33Q: 3 clusters Score -132434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -132435.796875 Penalty: 1495.404053
	Iteration 34Q: 3 clusters Score -132435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -132437.890625 Penalty: 1495.404053
	Iteration 35Q: 3 clusters Score -132437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -132440.359375 Penalty: 1495.404053
	Iteration 36Q: 3 clusters Score -132440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -132444.234375 Penalty: 1495.404053
	Iteration 37Q: 3 clusters Score -132444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -132447.890625 Penalty: 1495.404053
	Iteration 38Q: 3 clusters Score -132447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -132453.140625 Penalty: 1495.404053
	Iteration 39Q: 3 clusters Score -132453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -132454.390625 Penalty: 1495.404053
	Iteration 40F: 3 clusters Score -132454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -132454.640625 Penalty: 1495.404053
	Iteration 41Q: 3 clusters Score -132454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -132454.640625 Penalty: 1495.404053
	Iteration 42F: 3 clusters Score -132454.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Entering Unmasked Estep 
Score: -716570.750000 Penalty: 901.234985
	Iteration 0F: 2 clusters Score -716570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -707695.687500 Penalty: 1802.469971
	Iteration 0F: 3 clusters Score -707695.7 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -710997.687500 Penalty: 1802.469971
	Iteration 1F: 3 clusters Score -710997.7 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -711494.937500 Penalty: 1802.469971
	Iteration 2F: 3 clusters Score -711494.9 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -712150.687500 Penalty: 1802.469971
	Iteration 3F: 3 clusters Score -712150.7 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -712875.375000 Penalty: 1802.469971
	Iteration 4F: 3 clusters Score -712875.4 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -713567.875000 Penalty: 1802.469971
	Iteration 5F: 3 clusters Score -713567.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -714262.125000 Penalty: 1802.469971
	Iteration 6F: 3 clusters Score -714262.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -714830.812500 Penalty: 1802.469971
	Iteration 7F: 3 clusters Score -714830.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -715244.250000 Penalty: 1802.469971
	Iteration 8Q: 3 clusters Score -715244.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -715519.750000 Penalty: 1802.469971
	Iteration 9Q: 3 clusters Score -715519.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -715688.062500 Penalty: 1802.469971
	Iteration 10Q: 3 clusters Score -715688.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -715798.562500 Penalty: 1802.469971
	Iteration 11Q: 3 clusters Score -715798.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -715858.125000 Penalty: 1802.469971
	Iteration 12Q: 3 clusters Score -715858.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -715899.750000 Penalty: 1802.469971
	Iteration 13Q: 3 clusters Score -715899.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -715942.187500 Penalty: 1802.469971
	Iteration 14Q: 3 clusters Score -715942.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -715976.625000 Penalty: 1802.469971
	Iteration 15Q: 3 clusters Score -715976.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -716012.875000 Penalty: 1802.469971
	Iteration 16Q: 3 clusters Score -716012.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -716044.125000 Penalty: 1802.469971
	Iteration 17Q: 3 clusters Score -716044.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -716062.875000 Penalty: 1802.469971
	Iteration 18Q: 3 clusters Score -716062.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -716081.312500 Penalty: 1802.469971
	Iteration 19Q: 3 clusters Score -716081.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -716098.437500 Penalty: 1802.469971
	Iteration 20F: 3 clusters Score -716098.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -716109.562500 Penalty: 1802.469971
	Iteration 21Q: 3 clusters Score -716109.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -716117.625000 Penalty: 1802.469971
	Iteration 22Q: 3 clusters Score -716117.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -716124.687500 Penalty: 1802.469971
	Iteration 23Q: 3 clusters Score -716124.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -716132.875000 Penalty: 1802.469971
	Iteration 24Q: 3 clusters Score -716132.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -716144.562500 Penalty: 1802.469971
	Iteration 25Q: 3 clusters Score -716144.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -716150.625000 Penalty: 1802.469971
	Iteration 26Q: 3 clusters Score -716150.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -716160.312500 Penalty: 1802.469971
	Iteration 27Q: 3 clusters Score -716160.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -716165.125000 Penalty: 1802.469971
	Iteration 28Q: 3 clusters Score -716165.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -716170.250000 Penalty: 1802.469971
	Iteration 29Q: 3 clusters Score -716170.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -716175.312500 Penalty: 1802.469971
	Iteration 30Q: 3 clusters Score -716175.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -716180.312500 Penalty: 1802.469971
	Iteration 31Q: 3 clusters Score -716180.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -716183.500000 Penalty: 1802.469971
	Iteration 32Q: 3 clusters Score -716183.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -716186.125000 Penalty: 1802.469971
	Iteration 33Q: 3 clusters Score -716186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -716187.125000 Penalty: 1802.469971
	Iteration 34Q: 3 clusters Score -716187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -716187.250000 Penalty: 1802.469971
	Iteration 35Q: 3 clusters Score -716187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -716190.562500 Penalty: 1802.469971
	Iteration 36Q: 3 clusters Score -716190.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -716192.312500 Penalty: 1802.469971
	Iteration 37Q: 3 clusters Score -716192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -716194.375000 Penalty: 1802.469971
	Iteration 38Q: 3 clusters Score -716194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -716194.875000 Penalty: 1802.469971
	Iteration 39Q: 3 clusters Score -716194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -716196.500000 Penalty: 1802.469971
	Iteration 40F: 3 clusters Score -716196.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -716199.250000 Penalty: 1802.469971
	Iteration 41Q: 3 clusters Score -716199.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -716200.625000 Penalty: 1802.469971
	Iteration 42Q: 3 clusters Score -716200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -716202.937500 Penalty: 1802.469971
	Iteration 43Q: 3 clusters Score -716202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -716207.250000 Penalty: 1802.469971
	Iteration 44Q: 3 clusters Score -716207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -716207.125000 Penalty: 1802.469971
	Iteration 45Q: 3 clusters Score -716207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -716207.625000 Penalty: 1802.469971
	Iteration 46Q: 3 clusters Score -716207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -716209.437500 Penalty: 1802.469971
	Iteration 47Q: 3 clusters Score -716209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -716210.375000 Penalty: 1802.469971
	Iteration 48Q: 3 clusters Score -716210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -716210.562500 Penalty: 1802.469971
	Iteration 49Q: 3 clusters Score -716210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -716210.562500 Penalty: 1802.469971
	Iteration 50F: 3 clusters Score -716210.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -149964.390625 Penalty: 755.698730
	Iteration 0F: 2 clusters Score -149964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -147741.031250 Penalty: 1511.397461
	Iteration 0F: 3 clusters Score -147741 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -148365.484375 Penalty: 1511.397461
	Iteration 1F: 3 clusters Score -148365.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -148510.015625 Penalty: 1511.397461
	Iteration 2F: 3 clusters Score -148510 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -148642.750000 Penalty: 1511.397461
	Iteration 3F: 3 clusters Score -148642.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -148765.687500 Penalty: 1511.397461
	Iteration 4F: 3 clusters Score -148765.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -148883.765625 Penalty: 1511.397461
	Iteration 5F: 3 clusters Score -148883.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -148942.265625 Penalty: 1511.397461
	Iteration 6Q: 3 clusters Score -148942.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -148991.234375 Penalty: 1511.397461
	Iteration 7Q: 3 clusters Score -148991.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -149039.187500 Penalty: 1511.397461
	Iteration 8Q: 3 clusters Score -149039.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -149086.640625 Penalty: 1511.397461
	Iteration 9Q: 3 clusters Score -149086.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -149137.359375 Penalty: 1511.397461
	Iteration 10Q: 3 clusters Score -149137.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -149191.500000 Penalty: 1511.397461
	Iteration 11Q: 3 clusters Score -149191.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -149242.953125 Penalty: 1511.397461
	Iteration 12Q: 3 clusters Score -149243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -149300.046875 Penalty: 1511.397461
	Iteration 13Q: 3 clusters Score -149300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -149350.156250 Penalty: 1511.397461
	Iteration 14Q: 3 clusters Score -149350.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -149391.000000 Penalty: 1511.397461
	Iteration 15Q: 3 clusters Score -149391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -149429.125000 Penalty: 1511.397461
	Iteration 16Q: 3 clusters Score -149429.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -149464.312500 Penalty: 1511.397461
	Iteration 17Q: 3 clusters Score -149464.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -149479.546875 Penalty: 1511.397461
	Iteration 18Q: 3 clusters Score -149479.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -149500.281250 Penalty: 1511.397461
	Iteration 19Q: 3 clusters Score -149500.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -149527.218750 Penalty: 1511.397461
	Iteration 20F: 3 clusters Score -149527.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -149561.406250 Penalty: 1511.397461
	Iteration 21Q: 3 clusters Score -149561.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -149601.375000 Penalty: 1511.397461
	Iteration 22Q: 3 clusters Score -149601.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -149652.140625 Penalty: 1511.397461
	Iteration 23Q: 3 clusters Score -149652.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -149700.546875 Penalty: 1511.397461
	Iteration 24Q: 3 clusters Score -149700.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -149730.781250 Penalty: 1511.397461
	Iteration 25Q: 3 clusters Score -149730.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -149746.125000 Penalty: 1511.397461
	Iteration 26Q: 3 clusters Score -149746.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -149753.312500 Penalty: 1511.397461
	Iteration 27Q: 3 clusters Score -149753.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -149758.984375 Penalty: 1511.397461
	Iteration 28Q: 3 clusters Score -149759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -149766.171875 Penalty: 1511.397461
	Iteration 29Q: 3 clusters Score -149766.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -149777.312500 Penalty: 1511.397461
	Iteration 30Q: 3 clusters Score -149777.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -149787.468750 Penalty: 1511.397461
	Iteration 31Q: 3 clusters Score -149787.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -149796.921875 Penalty: 1511.397461
	Iteration 32Q: 3 clusters Score -149796.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -149805.546875 Penalty: 1511.397461
	Iteration 33Q: 3 clusters Score -149805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -149812.046875 Penalty: 1511.397461
	Iteration 34Q: 3 clusters Score -149812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -149814.656250 Penalty: 1511.397461
	Iteration 35Q: 3 clusters Score -149814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -149817.578125 Penalty: 1511.397461
	Iteration 36Q: 3 clusters Score -149817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -149819.843750 Penalty: 1511.397461
	Iteration 37Q: 3 clusters Score -149819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -149823.234375 Penalty: 1511.397461
	Iteration 38Q: 3 clusters Score -149823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -149824.843750 Penalty: 1511.397461
	Iteration 39Q: 3 clusters Score -149824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -149826.062500 Penalty: 1511.397461
	Iteration 40F: 3 clusters Score -149826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -149831.250000 Penalty: 1511.397461
	Iteration 41Q: 3 clusters Score -149831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -149833.546875 Penalty: 1511.397461
	Iteration 42Q: 3 clusters Score -149833.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -149835.671875 Penalty: 1511.397461
	Iteration 43Q: 3 clusters Score -149835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -149838.031250 Penalty: 1511.397461
	Iteration 44Q: 3 clusters Score -149838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -149842.500000 Penalty: 1511.397461
	Iteration 45Q: 3 clusters Score -149842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -149843.203125 Penalty: 1511.397461
	Iteration 46Q: 3 clusters Score -149843.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -149843.781250 Penalty: 1511.397461
	Iteration 47Q: 3 clusters Score -149843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -149846.671875 Penalty: 1511.397461
	Iteration 48Q: 3 clusters Score -149846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -149854.625000 Penalty: 1511.397461
	Iteration 49Q: 3 clusters Score -149854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -149860.656250 Penalty: 1511.397461
	Iteration 50Q: 3 clusters Score -149860.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -149867.156250 Penalty: 1511.397461
	Iteration 51Q: 3 clusters Score -149867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -149880.437500 Penalty: 1511.397461
	Iteration 52Q: 3 clusters Score -149880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -149891.562500 Penalty: 1511.397461
	Iteration 53Q: 3 clusters Score -149891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -149894.484375 Penalty: 1511.397461
	Iteration 54Q: 3 clusters Score -149894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -149896.062500 Penalty: 1511.397461
	Iteration 55Q: 3 clusters Score -149896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -149896.656250 Penalty: 1511.397461
	Iteration 56Q: 3 clusters Score -149896.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -149896.656250 Penalty: 1511.397461
	Iteration 57F: 3 clusters Score -149896.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Entering Unmasked Estep 
Score: -421445.968750 Penalty: 855.174683
	Iteration 0F: 2 clusters Score -421446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -415906.093750 Penalty: 1710.349365
	Iteration 0F: 3 clusters Score -415906.1 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -417760.093750 Penalty: 1710.349365
	Iteration 1F: 3 clusters Score -417760.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -417897.468750 Penalty: 1710.349365
	Iteration 2Q: 3 clusters Score -417897.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -417999.281250 Penalty: 1710.349365
	Iteration 3Q: 3 clusters Score -417999.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -418089.656250 Penalty: 1710.349365
	Iteration 4Q: 3 clusters Score -418089.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -418167.250000 Penalty: 1710.349365
	Iteration 5Q: 3 clusters Score -418167.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -418236.156250 Penalty: 1710.349365
	Iteration 6Q: 3 clusters Score -418236.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -418305.656250 Penalty: 1710.349365
	Iteration 7Q: 3 clusters Score -418305.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -418377.187500 Penalty: 1710.349365
	Iteration 8Q: 3 clusters Score -418377.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -418444.156250 Penalty: 1710.349365
	Iteration 9Q: 3 clusters Score -418444.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -418517.000000 Penalty: 1710.349365
	Iteration 10Q: 3 clusters Score -418517 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -418597.718750 Penalty: 1710.349365
	Iteration 11Q: 3 clusters Score -418597.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -418691.437500 Penalty: 1710.349365
	Iteration 12Q: 3 clusters Score -418691.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -418833.000000 Penalty: 1710.349365
	Iteration 13Q: 3 clusters Score -418833 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -419070.875000 Penalty: 1710.349365
	Iteration 14Q: 3 clusters Score -419070.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -419365.031250 Penalty: 1710.349365
	Iteration 15Q: 3 clusters Score -419365 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -419639.312500 Penalty: 1710.349365
	Iteration 16Q: 3 clusters Score -419639.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -419858.250000 Penalty: 1710.349365
	Iteration 17Q: 3 clusters Score -419858.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -420004.531250 Penalty: 1710.349365
	Iteration 18Q: 3 clusters Score -420004.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -420100.312500 Penalty: 1710.349365
	Iteration 19Q: 3 clusters Score -420100.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -420193.062500 Penalty: 1710.349365
	Iteration 20F: 3 clusters Score -420193.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -420274.312500 Penalty: 1710.349365
	Iteration 21Q: 3 clusters Score -420274.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -420339.250000 Penalty: 1710.349365
	Iteration 22Q: 3 clusters Score -420339.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -420396.312500 Penalty: 1710.349365
	Iteration 23Q: 3 clusters Score -420396.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -420450.031250 Penalty: 1710.349365
	Iteration 24Q: 3 clusters Score -420450 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -420506.718750 Penalty: 1710.349365
	Iteration 25Q: 3 clusters Score -420506.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -420555.250000 Penalty: 1710.349365
	Iteration 26Q: 3 clusters Score -420555.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -420595.937500 Penalty: 1710.349365
	Iteration 27Q: 3 clusters Score -420595.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -420633.562500 Penalty: 1710.349365
	Iteration 28Q: 3 clusters Score -420633.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -420662.562500 Penalty: 1710.349365
	Iteration 29Q: 3 clusters Score -420662.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -420682.406250 Penalty: 1710.349365
	Iteration 30Q: 3 clusters Score -420682.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -420697.125000 Penalty: 1710.349365
	Iteration 31Q: 3 clusters Score -420697.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -420708.750000 Penalty: 1710.349365
	Iteration 32Q: 3 clusters Score -420708.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -420715.750000 Penalty: 1710.349365
	Iteration 33Q: 3 clusters Score -420715.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -420722.625000 Penalty: 1710.349365
	Iteration 34Q: 3 clusters Score -420722.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -420730.656250 Penalty: 1710.349365
	Iteration 35Q: 3 clusters Score -420730.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -420745.531250 Penalty: 1710.349365
	Iteration 36Q: 3 clusters Score -420745.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -420760.468750 Penalty: 1710.349365
	Iteration 37Q: 3 clusters Score -420760.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -420770.937500 Penalty: 1710.349365
	Iteration 38Q: 3 clusters Score -420770.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -420781.437500 Penalty: 1710.349365
	Iteration 39Q: 3 clusters Score -420781.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -420794.812500 Penalty: 1710.349365
	Iteration 40F: 3 clusters Score -420794.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -420813.218750 Penalty: 1710.349365
	Iteration 41Q: 3 clusters Score -420813.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -420829.968750 Penalty: 1710.349365
	Iteration 42Q: 3 clusters Score -420830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -420843.750000 Penalty: 1710.349365
	Iteration 43Q: 3 clusters Score -420843.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -420859.843750 Penalty: 1710.349365
	Iteration 44Q: 3 clusters Score -420859.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -420876.562500 Penalty: 1710.349365
	Iteration 45Q: 3 clusters Score -420876.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -420894.375000 Penalty: 1710.349365
	Iteration 46Q: 3 clusters Score -420894.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -420907.187500 Penalty: 1710.349365
	Iteration 47Q: 3 clusters Score -420907.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -420921.250000 Penalty: 1710.349365
	Iteration 48Q: 3 clusters Score -420921.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -420931.718750 Penalty: 1710.349365
	Iteration 49Q: 3 clusters Score -420931.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -420941.781250 Penalty: 1710.349365
	Iteration 50Q: 3 clusters Score -420941.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -420953.593750 Penalty: 1710.349365
	Iteration 51Q: 3 clusters Score -420953.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -420961.843750 Penalty: 1710.349365
	Iteration 52Q: 3 clusters Score -420961.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -420972.750000 Penalty: 1710.349365
	Iteration 53Q: 3 clusters Score -420972.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -420979.093750 Penalty: 1710.349365
	Iteration 54Q: 3 clusters Score -420979.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -420982.125000 Penalty: 1710.349365
	Iteration 55Q: 3 clusters Score -420982.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -420983.468750 Penalty: 1710.349365
	Iteration 56Q: 3 clusters Score -420983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -420987.000000 Penalty: 1710.349365
	Iteration 57Q: 3 clusters Score -420987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -420987.875000 Penalty: 1710.349365
	Iteration 58Q: 3 clusters Score -420987.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -420988.875000 Penalty: 1710.349365
	Iteration 59Q: 3 clusters Score -420988.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -420990.187500 Penalty: 1710.349365
	Iteration 60F: 3 clusters Score -420990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -420991.750000 Penalty: 1710.349365
	Iteration 61Q: 3 clusters Score -420991.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -420993.593750 Penalty: 1710.349365
	Iteration 62Q: 3 clusters Score -420993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -420995.093750 Penalty: 1710.349365
	Iteration 63Q: 3 clusters Score -420995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -420996.843750 Penalty: 1710.349365
	Iteration 64Q: 3 clusters Score -420996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -420997.281250 Penalty: 1710.349365
	Iteration 65Q: 3 clusters Score -420997.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -420998.031250 Penalty: 1710.349365
	Iteration 66Q: 3 clusters Score -420998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -420997.906250 Penalty: 1710.349365
	Iteration 67Q: 3 clusters Score -420997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -420998.437500 Penalty: 1710.349365
	Iteration 68Q: 3 clusters Score -420998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -420998.562500 Penalty: 1710.349365
	Iteration 69Q: 3 clusters Score -420998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -421000.500000 Penalty: 1710.349365
	Iteration 70Q: 3 clusters Score -421000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -421001.343750 Penalty: 1710.349365
	Iteration 71Q: 3 clusters Score -421001.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -421002.562500 Penalty: 1710.349365
	Iteration 72Q: 3 clusters Score -421002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -421002.593750 Penalty: 1710.349365
	Iteration 73Q: 3 clusters Score -421002.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -421004.843750 Penalty: 1710.349365
	Iteration 74Q: 3 clusters Score -421004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -421006.281250 Penalty: 1710.349365
	Iteration 75Q: 3 clusters Score -421006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -421005.718750 Penalty: 1710.349365
	Iteration 76Q: 3 clusters Score -421005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -421007.250000 Penalty: 1710.349365
	Iteration 77Q: 3 clusters Score -421007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -421007.437500 Penalty: 1710.349365
	Iteration 78Q: 3 clusters Score -421007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -421007.312500 Penalty: 1710.349365
	Iteration 79Q: 3 clusters Score -421007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -421007.531250 Penalty: 1710.349365
	Iteration 80F: 3 clusters Score -421007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -421008.281250 Penalty: 1710.349365
	Iteration 81Q: 3 clusters Score -421008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -421008.562500 Penalty: 1710.349365
	Iteration 82Q: 3 clusters Score -421008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -421008.562500 Penalty: 1710.349365
	Iteration 83F: 3 clusters Score -421008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Entering Unmasked Estep 
Score: -1349800.500000 Penalty: 962.378906
	Iteration 0F: 2 clusters Score -1349800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1333040.500000 Penalty: 1924.757812
	Iteration 0F: 3 clusters Score -1333040 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1339871.125000 Penalty: 1924.757812
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Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1348166 nChanged 262
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Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1348335 nChanged 192
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Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 18430 members 
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	Iteration 26Q: 3 clusters Score -1348459 nChanged 179
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Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 18609 members 
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Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 18802 members 
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Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 18980 members 
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	Iteration 29Q: 3 clusters Score -1348586 nChanged 167
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Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 19147 members 
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Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 19295 members 
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Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 19441 members 
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Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 19565 members 
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	Iteration 33Q: 3 clusters Score -1348694 nChanged 122
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Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 19687 members 
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	Iteration 34Q: 3 clusters Score -1348720 nChanged 125
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Mstep: Class 1 contains 5280 members 
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Mstep: Class 2 contains 20095 members 
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Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 20398 members 
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Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 20530 members 
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	Iteration 40F: 3 clusters Score -1348886 nChanged 119
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Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 20649 members 
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Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 20759 members 
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Mstep: Class 2 contains 20848 members 
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Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 20927 members 
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Mstep: Class 1 contains 4093 members 
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	Iteration 45Q: 3 clusters Score -1348975 nChanged 71
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Mstep: Class 1 contains 4026 members 
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Mstep: Class 1 contains 3960 members 
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	Iteration 48Q: 3 clusters Score -1348994 nChanged 55
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	Iteration 53Q: 3 clusters Score -1349032 nChanged 45
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	Iteration 54Q: 3 clusters Score -1349036 nChanged 45
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	Iteration 55Q: 3 clusters Score -1349040 nChanged 30
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	Iteration 56Q: 3 clusters Score -1349039 nChanged 26
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	Iteration 57Q: 3 clusters Score -1349042 nChanged 29
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Mstep: Class 2 contains 21608 members 
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	Iteration 58Q: 3 clusters Score -1349049 nChanged 32
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	Iteration 59Q: 3 clusters Score -1349049 nChanged 21
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Mstep: Class 2 contains 21657 members 
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	Iteration 60F: 3 clusters Score -1349050 nChanged 17
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Mstep: Class 1 contains 3420 members 
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	Iteration 61Q: 3 clusters Score -1349050 nChanged 21
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	Iteration 62Q: 3 clusters Score -1349054 nChanged 15
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Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21708 members 
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	Iteration 63Q: 3 clusters Score -1349054 nChanged 9
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 21717 members 
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	Iteration 64Q: 3 clusters Score -1349053 nChanged 8
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Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 21725 members 
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	Iteration 65Q: 3 clusters Score -1349054 nChanged 10
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	Iteration 66Q: 3 clusters Score -1349057 nChanged 10
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Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 21745 members 
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	Iteration 67Q: 3 clusters Score -1349058 nChanged 5
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Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 21750 members 
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	Iteration 68Q: 3 clusters Score -1349060 nChanged 7
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Mstep: Class 2 contains 21757 members 
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	Iteration 69Q: 3 clusters Score -1349059 nChanged 3
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	Iteration 70Q: 3 clusters Score -1349060 nChanged 2
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Mstep: Class 1 contains 3330 members 
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	Iteration 71Q: 3 clusters Score -1349062 nChanged 1
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	Iteration 72Q: 3 clusters Score -1349061 nChanged 1
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Mstep: Class 1 contains 3328 members 
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	Iteration 73Q: 3 clusters Score -1349062 nChanged 2
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	Iteration 74Q: 3 clusters Score -1349061 nChanged 3
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	Iteration 75Q: 3 clusters Score -1349058 nChanged 5
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	Iteration 76Q: 3 clusters Score -1349062 nChanged 5
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	Iteration 77Q: 3 clusters Score -1349063 nChanged 5
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	Iteration 78Q: 3 clusters Score -1349063 nChanged 9
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	Iteration 79Q: 3 clusters Score -1349063 nChanged 7
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Mstep: Class 2 contains 21800 members 
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	Iteration 80F: 3 clusters Score -1349064 nChanged 5
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	Iteration 81Q: 3 clusters Score -1349066 nChanged 4
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Mstep: Class 1 contains 3283 members 
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	Iteration 82Q: 3 clusters Score -1349067 nChanged 2
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	Iteration 83Q: 3 clusters Score -1349065 nChanged 3
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Mstep: Class 1 contains 3278 members 
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	Iteration 84Q: 3 clusters Score -1349064 nChanged 1
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	Iteration 85Q: 3 clusters Score -1349065 nChanged 1
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	Iteration 86Q: 3 clusters Score -1349064 nChanged 2
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Mstep: Class 1 contains 3274 members 
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	Iteration 87Q: 3 clusters Score -1349064 nChanged 2
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	Iteration 88Q: 3 clusters Score -1349064 nChanged 1
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	Iteration 89Q: 3 clusters Score -1349064 nChanged 1
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	Iteration 90Q: 3 clusters Score -1349067 nChanged 3
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	Iteration 91Q: 3 clusters Score -1349069 nChanged 2
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Mstep: Class 2 contains 21827 members 
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	Iteration 92Q: 3 clusters Score -1349068 nChanged 3
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	Iteration 93Q: 3 clusters Score -1349068 nChanged 6
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	Iteration 94Q: 3 clusters Score -1349066 nChanged 3
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Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -1349066.500000 Penalty: 1924.757812
	Iteration 95Q: 3 clusters Score -1349066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1349068.500000 Penalty: 1924.757812
	Iteration 96Q: 3 clusters Score -1349068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -1349067.125000 Penalty: 1924.757812
	Iteration 97Q: 3 clusters Score -1349067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -1349067.125000 Penalty: 1924.757812
	Iteration 98F: 3 clusters Score -1349067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (278283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278283 members 
Entering Unmasked Estep 
Score: -15514328.000000 Penalty: 1190.957397
	Iteration 0F: 2 clusters Score -1.551433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139077 members 
Mstep: Class 2 contains 139206 members 
Entering Unmasked Estep 
Score: -15329324.000000 Penalty: 2381.914795
	Iteration 0F: 3 clusters Score -1.532932e+07 nChanged 136769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 131081 members 
Entering Unmasked Estep 
Score: -15414440.000000 Penalty: 2381.914795
	Iteration 1F: 3 clusters Score -1.541444e+07 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152419 members 
Mstep: Class 2 contains 125864 members 
Entering Unmasked Estep 
Score: -15419252.000000 Penalty: 2381.914795
	Iteration 2Q: 3 clusters Score -1.541925e+07 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 118755 members 
Entering Unmasked Estep 
Score: -15426474.000000 Penalty: 2381.914795
	Iteration 3F: 3 clusters Score -1.542647e+07 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -15435480.000000 Penalty: 2381.914795
	Iteration 4F: 3 clusters Score -1.543548e+07 nChanged 18050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177193 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -15444591.000000 Penalty: 2381.914795
	Iteration 5F: 3 clusters Score -1.544459e+07 nChanged 16797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186700 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -15452336.000000 Penalty: 2381.914795
	Iteration 6F: 3 clusters Score -1.545234e+07 nChanged 14328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196058 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -15457831.000000 Penalty: 2381.914795
	Iteration 7F: 3 clusters Score -1.545783e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205746 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -15462545.000000 Penalty: 2381.914795
	Iteration 8Q: 3 clusters Score -1.546254e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215993 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -15467196.000000 Penalty: 2381.914795
	Iteration 9Q: 3 clusters Score -1.54672e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227103 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -15473152.000000 Penalty: 2381.914795
	Iteration 10Q: 3 clusters Score -1.547315e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239026 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -15480408.000000 Penalty: 2381.914795
	Iteration 11Q: 3 clusters Score -1.548041e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250602 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -15488551.000000 Penalty: 2381.914795
	Iteration 12Q: 3 clusters Score -1.548855e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261037 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -15496924.000000 Penalty: 2381.914795
	Iteration 13Q: 3 clusters Score -1.549692e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269274 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -15504432.000000 Penalty: 2381.914795
	Iteration 14Q: 3 clusters Score -1.550443e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274617 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -15509710.000000 Penalty: 2381.914795
	Iteration 15Q: 3 clusters Score -1.550971e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277159 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -15512171.000000 Penalty: 2381.914795
	Iteration 16Q: 3 clusters Score -1.551217e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277918 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -15512853.000000 Penalty: 2381.914795
	Iteration 17Q: 3 clusters Score -1.551285e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278107 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15513048.000000 Penalty: 2381.914795
	Iteration 18Q: 3 clusters Score -1.551305e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278160 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15513148.000000 Penalty: 2381.914795
	Iteration 19Q: 3 clusters Score -1.551315e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278185 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15513199.000000 Penalty: 2381.914795
	Iteration 20F: 3 clusters Score -1.55132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278201 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15513229.000000 Penalty: 2381.914795
	Iteration 21Q: 3 clusters Score -1.551323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278201 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15513250.000000 Penalty: 2381.914795
	Iteration 22Q: 3 clusters Score -1.551325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278199 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15513248.000000 Penalty: 2381.914795
	Iteration 23Q: 3 clusters Score -1.551325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278200 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15513264.000000 Penalty: 2381.914795
	Iteration 24Q: 3 clusters Score -1.551326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278199 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15513263.000000 Penalty: 2381.914795
	Iteration 25Q: 3 clusters Score -1.551326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278199 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15513263.000000 Penalty: 2381.914795
	Iteration 26F: 3 clusters Score -1.551326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -305687.031250 Penalty: 835.147827
	Iteration 0F: 2 clusters Score -305687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -300975.500000 Penalty: 1670.295654
	Iteration 0F: 3 clusters Score -300975.5 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -302693.000000 Penalty: 1670.295654
	Iteration 1F: 3 clusters Score -302693 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -303034.875000 Penalty: 1670.295654
	Iteration 2F: 3 clusters Score -303034.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -303413.000000 Penalty: 1670.295654
	Iteration 3F: 3 clusters Score -303413 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -303698.968750 Penalty: 1670.295654
	Iteration 4F: 3 clusters Score -303699 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -303908.656250 Penalty: 1670.295654
	Iteration 5F: 3 clusters Score -303908.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -304076.312500 Penalty: 1670.295654
	Iteration 6Q: 3 clusters Score -304076.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -304239.656250 Penalty: 1670.295654
	Iteration 7Q: 3 clusters Score -304239.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -304396.625000 Penalty: 1670.295654
	Iteration 8Q: 3 clusters Score -304396.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -304559.656250 Penalty: 1670.295654
	Iteration 9Q: 3 clusters Score -304559.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -304678.343750 Penalty: 1670.295654
	Iteration 10Q: 3 clusters Score -304678.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -304785.875000 Penalty: 1670.295654
	Iteration 11Q: 3 clusters Score -304785.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -304903.875000 Penalty: 1670.295654
	Iteration 12Q: 3 clusters Score -304903.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -305006.312500 Penalty: 1670.295654
	Iteration 13Q: 3 clusters Score -305006.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -305104.968750 Penalty: 1670.295654
	Iteration 14Q: 3 clusters Score -305105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -305187.250000 Penalty: 1670.295654
	Iteration 15Q: 3 clusters Score -305187.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -305239.250000 Penalty: 1670.295654
	Iteration 16Q: 3 clusters Score -305239.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -305259.125000 Penalty: 1670.295654
	Iteration 17Q: 3 clusters Score -305259.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -305266.843750 Penalty: 1670.295654
	Iteration 18Q: 3 clusters Score -305266.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -305273.125000 Penalty: 1670.295654
	Iteration 19Q: 3 clusters Score -305273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -305276.718750 Penalty: 1670.295654
	Iteration 20F: 3 clusters Score -305276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -305278.343750 Penalty: 1670.295654
	Iteration 21Q: 3 clusters Score -305278.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -305281.281250 Penalty: 1670.295654
	Iteration 22Q: 3 clusters Score -305281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -305282.718750 Penalty: 1670.295654
	Iteration 23Q: 3 clusters Score -305282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -305284.656250 Penalty: 1670.295654
	Iteration 24Q: 3 clusters Score -305284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -305287.312500 Penalty: 1670.295654
	Iteration 25Q: 3 clusters Score -305287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -305288.375000 Penalty: 1670.295654
	Iteration 26Q: 3 clusters Score -305288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -305288.531250 Penalty: 1670.295654
	Iteration 27Q: 3 clusters Score -305288.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -305288.531250 Penalty: 1670.295654
	Iteration 28F: 3 clusters Score -305288.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Entering Unmasked Estep 
Score: -4234953.000000 Penalty: 1070.460815
	Iteration 0F: 2 clusters Score -4234953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4182622.250000 Penalty: 2140.921631
	Iteration 0F: 3 clusters Score -4182622 nChanged 37663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4205521.000000 Penalty: 2140.921631
	Iteration 1F: 3 clusters Score -4205521 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -4207166.500000 Penalty: 2140.921631
	Iteration 2F: 3 clusters Score -4207166 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4209574.500000 Penalty: 2140.921631
	Iteration 3F: 3 clusters Score -4209574 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4212347.500000 Penalty: 2140.921631
	Iteration 4F: 3 clusters Score -4212348 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4215202.000000 Penalty: 2140.921631
	Iteration 5F: 3 clusters Score -4215202 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4217938.000000 Penalty: 2140.921631
	Iteration 6F: 3 clusters Score -4217938 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4220529.000000 Penalty: 2140.921631
	Iteration 7F: 3 clusters Score -4220529 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4223071.000000 Penalty: 2140.921631
	Iteration 8Q: 3 clusters Score -4223071 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -4225439.000000 Penalty: 2140.921631
	Iteration 9Q: 3 clusters Score -4225439 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4227598.500000 Penalty: 2140.921631
	Iteration 10Q: 3 clusters Score -4227598 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4229540.000000 Penalty: 2140.921631
	Iteration 11Q: 3 clusters Score -4229540 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -4231177.000000 Penalty: 2140.921631
	Iteration 12Q: 3 clusters Score -4231177 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4232409.500000 Penalty: 2140.921631
	Iteration 13Q: 3 clusters Score -4232410 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4233165.000000 Penalty: 2140.921631
	Iteration 14Q: 3 clusters Score -4233165 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4233571.000000 Penalty: 2140.921631
	Iteration 15Q: 3 clusters Score -4233571 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4233761.000000 Penalty: 2140.921631
	Iteration 16Q: 3 clusters Score -4233761 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4233886.000000 Penalty: 2140.921631
	Iteration 17Q: 3 clusters Score -4233886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77920 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4233933.000000 Penalty: 2140.921631
	Iteration 18Q: 3 clusters Score -4233933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4233986.000000 Penalty: 2140.921631
	Iteration 19Q: 3 clusters Score -4233986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4234015.500000 Penalty: 2140.921631
	Iteration 20F: 3 clusters Score -4234016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4234038.000000 Penalty: 2140.921631
	Iteration 21Q: 3 clusters Score -4234038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4234068.000000 Penalty: 2140.921631
	Iteration 22Q: 3 clusters Score -4234068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4234077.000000 Penalty: 2140.921631
	Iteration 23Q: 3 clusters Score -4234077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4234090.500000 Penalty: 2140.921631
	Iteration 24Q: 3 clusters Score -4234090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4234098.000000 Penalty: 2140.921631
	Iteration 25Q: 3 clusters Score -4234098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4234100.500000 Penalty: 2140.921631
	Iteration 26Q: 3 clusters Score -4234100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4234107.500000 Penalty: 2140.921631
	Iteration 27Q: 3 clusters Score -4234108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4234111.000000 Penalty: 2140.921631
	Iteration 28Q: 3 clusters Score -4234111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4234116.000000 Penalty: 2140.921631
	Iteration 29Q: 3 clusters Score -4234116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4234119.500000 Penalty: 2140.921631
	Iteration 30Q: 3 clusters Score -4234120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4234119.500000 Penalty: 2140.921631
	Iteration 31Q: 3 clusters Score -4234120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4234117.500000 Penalty: 2140.921631
	Iteration 32Q: 3 clusters Score -4234118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4234117.500000 Penalty: 2140.921631
	Iteration 33F: 3 clusters Score -4234118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Entering Unmasked Estep 
Score: -387688.250000 Penalty: 857.429688
	Iteration 0F: 2 clusters Score -387688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -382008.593750 Penalty: 1714.859375
	Iteration 0F: 3 clusters Score -382008.6 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -384271.250000 Penalty: 1714.859375
	Iteration 1F: 3 clusters Score -384271.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -384663.375000 Penalty: 1714.859375
	Iteration 2F: 3 clusters Score -384663.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -385090.937500 Penalty: 1714.859375
	Iteration 3F: 3 clusters Score -385090.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -385571.562500 Penalty: 1714.859375
	Iteration 4F: 3 clusters Score -385571.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -386003.281250 Penalty: 1714.859375
	Iteration 5F: 3 clusters Score -386003.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -386386.500000 Penalty: 1714.859375
	Iteration 6F: 3 clusters Score -386386.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -386692.687500 Penalty: 1714.859375
	Iteration 7F: 3 clusters Score -386692.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -386890.281250 Penalty: 1714.859375
	Iteration 8Q: 3 clusters Score -386890.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -387013.718750 Penalty: 1714.859375
	Iteration 9Q: 3 clusters Score -387013.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -387107.500000 Penalty: 1714.859375
	Iteration 10Q: 3 clusters Score -387107.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -387175.000000 Penalty: 1714.859375
	Iteration 11Q: 3 clusters Score -387175 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -387237.500000 Penalty: 1714.859375
	Iteration 12Q: 3 clusters Score -387237.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -387289.468750 Penalty: 1714.859375
	Iteration 13Q: 3 clusters Score -387289.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -387332.375000 Penalty: 1714.859375
	Iteration 14Q: 3 clusters Score -387332.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -387359.906250 Penalty: 1714.859375
	Iteration 15Q: 3 clusters Score -387359.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -387375.375000 Penalty: 1714.859375
	Iteration 16Q: 3 clusters Score -387375.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -387387.375000 Penalty: 1714.859375
	Iteration 17Q: 3 clusters Score -387387.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -387397.156250 Penalty: 1714.859375
	Iteration 18Q: 3 clusters Score -387397.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -387404.593750 Penalty: 1714.859375
	Iteration 19Q: 3 clusters Score -387404.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -387411.281250 Penalty: 1714.859375
	Iteration 20F: 3 clusters Score -387411.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -387416.312500 Penalty: 1714.859375
	Iteration 21Q: 3 clusters Score -387416.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -387422.593750 Penalty: 1714.859375
	Iteration 22Q: 3 clusters Score -387422.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -387431.812500 Penalty: 1714.859375
	Iteration 23Q: 3 clusters Score -387431.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -387443.031250 Penalty: 1714.859375
	Iteration 24Q: 3 clusters Score -387443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -387453.250000 Penalty: 1714.859375
	Iteration 25Q: 3 clusters Score -387453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -387458.687500 Penalty: 1714.859375
	Iteration 26Q: 3 clusters Score -387458.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -387464.781250 Penalty: 1714.859375
	Iteration 27Q: 3 clusters Score -387464.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -387468.937500 Penalty: 1714.859375
	Iteration 28Q: 3 clusters Score -387468.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -387471.218750 Penalty: 1714.859375
	Iteration 29Q: 3 clusters Score -387471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -387472.781250 Penalty: 1714.859375
	Iteration 30Q: 3 clusters Score -387472.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -387473.062500 Penalty: 1714.859375
	Iteration 31Q: 3 clusters Score -387473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -387473.937500 Penalty: 1714.859375
	Iteration 32Q: 3 clusters Score -387473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -387476.343750 Penalty: 1714.859375
	Iteration 33Q: 3 clusters Score -387476.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -387478.437500 Penalty: 1714.859375
	Iteration 34Q: 3 clusters Score -387478.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -387479.125000 Penalty: 1714.859375
	Iteration 35Q: 3 clusters Score -387479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -387480.343750 Penalty: 1714.859375
	Iteration 36Q: 3 clusters Score -387480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -387480.562500 Penalty: 1714.859375
	Iteration 37Q: 3 clusters Score -387480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -387480.843750 Penalty: 1714.859375
	Iteration 38Q: 3 clusters Score -387480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -387480.843750 Penalty: 1714.859375
	Iteration 39F: 3 clusters Score -387480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Entering Unmasked Estep 
Score: -914967.250000 Penalty: 920.671997
	Iteration 0F: 2 clusters Score -914967.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -904185.375000 Penalty: 1841.343994
	Iteration 0F: 3 clusters Score -904185.4 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -908377.437500 Penalty: 1841.343994
	Iteration 1F: 3 clusters Score -908377.4 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -909054.250000 Penalty: 1841.343994
	Iteration 2F: 3 clusters Score -909054.2 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -910178.750000 Penalty: 1841.343994
	Iteration 3F: 3 clusters Score -910178.8 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -911655.062500 Penalty: 1841.343994
	Iteration 4F: 3 clusters Score -911655.1 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -912795.312500 Penalty: 1841.343994
	Iteration 5F: 3 clusters Score -912795.3 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -913508.375000 Penalty: 1841.343994
	Iteration 6F: 3 clusters Score -913508.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -913962.250000 Penalty: 1841.343994
	Iteration 7Q: 3 clusters Score -913962.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -914188.812500 Penalty: 1841.343994
	Iteration 8Q: 3 clusters Score -914188.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -914285.812500 Penalty: 1841.343994
	Iteration 9Q: 3 clusters Score -914285.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -914341.937500 Penalty: 1841.343994
	Iteration 10Q: 3 clusters Score -914341.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -914374.687500 Penalty: 1841.343994
	Iteration 11Q: 3 clusters Score -914374.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -914396.687500 Penalty: 1841.343994
	Iteration 12Q: 3 clusters Score -914396.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -914415.500000 Penalty: 1841.343994
	Iteration 13Q: 3 clusters Score -914415.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -914432.750000 Penalty: 1841.343994
	Iteration 14Q: 3 clusters Score -914432.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -914448.062500 Penalty: 1841.343994
	Iteration 15Q: 3 clusters Score -914448.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -914460.250000 Penalty: 1841.343994
	Iteration 16Q: 3 clusters Score -914460.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -914471.750000 Penalty: 1841.343994
	Iteration 17Q: 3 clusters Score -914471.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -914486.812500 Penalty: 1841.343994
	Iteration 18Q: 3 clusters Score -914486.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -914491.500000 Penalty: 1841.343994
	Iteration 19Q: 3 clusters Score -914491.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -914498.500000 Penalty: 1841.343994
	Iteration 20F: 3 clusters Score -914498.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -914507.187500 Penalty: 1841.343994
	Iteration 21Q: 3 clusters Score -914507.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -914513.437500 Penalty: 1841.343994
	Iteration 22Q: 3 clusters Score -914513.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -914519.000000 Penalty: 1841.343994
	Iteration 23Q: 3 clusters Score -914519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -914524.500000 Penalty: 1841.343994
	Iteration 24Q: 3 clusters Score -914524.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -914529.375000 Penalty: 1841.343994
	Iteration 25Q: 3 clusters Score -914529.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -914534.000000 Penalty: 1841.343994
	Iteration 26Q: 3 clusters Score -914534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -914539.375000 Penalty: 1841.343994
	Iteration 27Q: 3 clusters Score -914539.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -914541.875000 Penalty: 1841.343994
	Iteration 28Q: 3 clusters Score -914541.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -914545.125000 Penalty: 1841.343994
	Iteration 29Q: 3 clusters Score -914545.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -914549.375000 Penalty: 1841.343994
	Iteration 30Q: 3 clusters Score -914549.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -914552.750000 Penalty: 1841.343994
	Iteration 31Q: 3 clusters Score -914552.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -914556.187500 Penalty: 1841.343994
	Iteration 32Q: 3 clusters Score -914556.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -914557.875000 Penalty: 1841.343994
	Iteration 33Q: 3 clusters Score -914557.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -914560.312500 Penalty: 1841.343994
	Iteration 34Q: 3 clusters Score -914560.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -914563.062500 Penalty: 1841.343994
	Iteration 35Q: 3 clusters Score -914563.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -914566.687500 Penalty: 1841.343994
	Iteration 36Q: 3 clusters Score -914566.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -914571.312500 Penalty: 1841.343994
	Iteration 37Q: 3 clusters Score -914571.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -914570.750000 Penalty: 1841.343994
	Iteration 38Q: 3 clusters Score -914570.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -914574.250000 Penalty: 1841.343994
	Iteration 39Q: 3 clusters Score -914574.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -914575.312500 Penalty: 1841.343994
	Iteration 40F: 3 clusters Score -914575.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -914574.500000 Penalty: 1841.343994
	Iteration 41Q: 3 clusters Score -914574.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -914576.812500 Penalty: 1841.343994
	Iteration 42Q: 3 clusters Score -914576.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -914578.937500 Penalty: 1841.343994
	Iteration 43Q: 3 clusters Score -914578.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -914578.812500 Penalty: 1841.343994
	Iteration 44Q: 3 clusters Score -914578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -914577.375000 Penalty: 1841.343994
	Iteration 45Q: 3 clusters Score -914577.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -914581.750000 Penalty: 1841.343994
	Iteration 46Q: 3 clusters Score -914581.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -914586.687500 Penalty: 1841.343994
	Iteration 47Q: 3 clusters Score -914586.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -914593.687500 Penalty: 1841.343994
	Iteration 48Q: 3 clusters Score -914593.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -914596.562500 Penalty: 1841.343994
	Iteration 49Q: 3 clusters Score -914596.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -914597.812500 Penalty: 1841.343994
	Iteration 50Q: 3 clusters Score -914597.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -914600.937500 Penalty: 1841.343994
	Iteration 51Q: 3 clusters Score -914600.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -914602.312500 Penalty: 1841.343994
	Iteration 52Q: 3 clusters Score -914602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -914604.812500 Penalty: 1841.343994
	Iteration 53Q: 3 clusters Score -914604.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -914608.937500 Penalty: 1841.343994
	Iteration 54Q: 3 clusters Score -914608.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -914614.875000 Penalty: 1841.343994
	Iteration 55Q: 3 clusters Score -914614.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -914617.812500 Penalty: 1841.343994
	Iteration 56Q: 3 clusters Score -914617.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -914620.875000 Penalty: 1841.343994
	Iteration 57Q: 3 clusters Score -914620.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -914621.875000 Penalty: 1841.343994
	Iteration 58Q: 3 clusters Score -914621.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -914625.562500 Penalty: 1841.343994
	Iteration 59Q: 3 clusters Score -914625.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -914626.562500 Penalty: 1841.343994
	Iteration 60F: 3 clusters Score -914626.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -914629.500000 Penalty: 1841.343994
	Iteration 61Q: 3 clusters Score -914629.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -914631.250000 Penalty: 1841.343994
	Iteration 62Q: 3 clusters Score -914631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -914633.500000 Penalty: 1841.343994
	Iteration 63Q: 3 clusters Score -914633.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -914635.812500 Penalty: 1841.343994
	Iteration 64Q: 3 clusters Score -914635.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -914636.187500 Penalty: 1841.343994
	Iteration 65Q: 3 clusters Score -914636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -914635.875000 Penalty: 1841.343994
	Iteration 66Q: 3 clusters Score -914635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -914636.625000 Penalty: 1841.343994
	Iteration 67Q: 3 clusters Score -914636.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -914637.562500 Penalty: 1841.343994
	Iteration 68Q: 3 clusters Score -914637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -914640.062500 Penalty: 1841.343994
	Iteration 69Q: 3 clusters Score -914640.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -914641.750000 Penalty: 1841.343994
	Iteration 70Q: 3 clusters Score -914641.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -914646.500000 Penalty: 1841.343994
	Iteration 71Q: 3 clusters Score -914646.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -914646.687500 Penalty: 1841.343994
	Iteration 72Q: 3 clusters Score -914646.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -914649.937500 Penalty: 1841.343994
	Iteration 73Q: 3 clusters Score -914649.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -914651.437500 Penalty: 1841.343994
	Iteration 74Q: 3 clusters Score -914651.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -914655.875000 Penalty: 1841.343994
	Iteration 75Q: 3 clusters Score -914655.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -914657.000000 Penalty: 1841.343994
	Iteration 76Q: 3 clusters Score -914657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -914663.437500 Penalty: 1841.343994
	Iteration 77Q: 3 clusters Score -914663.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -914665.625000 Penalty: 1841.343994
	Iteration 78Q: 3 clusters Score -914665.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -914665.625000 Penalty: 1841.343994
	Iteration 79Q: 3 clusters Score -914665.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -914669.000000 Penalty: 1841.343994
	Iteration 80F: 3 clusters Score -914669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -914670.250000 Penalty: 1841.343994
	Iteration 81Q: 3 clusters Score -914670.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -914674.500000 Penalty: 1841.343994
	Iteration 82Q: 3 clusters Score -914674.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -914677.812500 Penalty: 1841.343994
	Iteration 83Q: 3 clusters Score -914677.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -914681.000000 Penalty: 1841.343994
	Iteration 84Q: 3 clusters Score -914681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -914680.562500 Penalty: 1841.343994
	Iteration 85Q: 3 clusters Score -914680.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -914685.125000 Penalty: 1841.343994
	Iteration 86Q: 3 clusters Score -914685.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -914683.437500 Penalty: 1841.343994
	Iteration 87Q: 3 clusters Score -914683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -914681.500000 Penalty: 1841.343994
	Iteration 88Q: 3 clusters Score -914681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -914683.062500 Penalty: 1841.343994
	Iteration 89Q: 3 clusters Score -914683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -914685.250000 Penalty: 1841.343994
	Iteration 90Q: 3 clusters Score -914685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -914687.500000 Penalty: 1841.343994
	Iteration 91Q: 3 clusters Score -914687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -914687.125000 Penalty: 1841.343994
	Iteration 92Q: 3 clusters Score -914687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -914687.125000 Penalty: 1841.343994
	Iteration 93F: 3 clusters Score -914687.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -148997.531250 Penalty: 770.747070
	Iteration 0F: 2 clusters Score -148997.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -146472.328125 Penalty: 1541.494141
	Iteration 0F: 3 clusters Score -146472.3 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -147383.812500 Penalty: 1541.494141
	Iteration 1F: 3 clusters Score -147383.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -147604.703125 Penalty: 1541.494141
	Iteration 2F: 3 clusters Score -147604.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -147763.968750 Penalty: 1541.494141
	Iteration 3F: 3 clusters Score -147764 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -147887.531250 Penalty: 1541.494141
	Iteration 4F: 3 clusters Score -147887.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -147983.687500 Penalty: 1541.494141
	Iteration 5Q: 3 clusters Score -147983.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -148049.515625 Penalty: 1541.494141
	Iteration 6Q: 3 clusters Score -148049.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -148099.265625 Penalty: 1541.494141
	Iteration 7Q: 3 clusters Score -148099.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -148131.515625 Penalty: 1541.494141
	Iteration 8Q: 3 clusters Score -148131.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -148148.609375 Penalty: 1541.494141
	Iteration 9Q: 3 clusters Score -148148.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -148159.421875 Penalty: 1541.494141
	Iteration 10Q: 3 clusters Score -148159.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -148168.421875 Penalty: 1541.494141
	Iteration 11Q: 3 clusters Score -148168.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -148178.250000 Penalty: 1541.494141
	Iteration 12Q: 3 clusters Score -148178.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -148183.843750 Penalty: 1541.494141
	Iteration 13Q: 3 clusters Score -148183.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -148191.109375 Penalty: 1541.494141
	Iteration 14Q: 3 clusters Score -148191.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -148201.500000 Penalty: 1541.494141
	Iteration 15Q: 3 clusters Score -148201.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -148212.625000 Penalty: 1541.494141
	Iteration 16Q: 3 clusters Score -148212.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -148225.906250 Penalty: 1541.494141
	Iteration 17Q: 3 clusters Score -148225.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -148238.765625 Penalty: 1541.494141
	Iteration 18Q: 3 clusters Score -148238.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -148248.125000 Penalty: 1541.494141
	Iteration 19Q: 3 clusters Score -148248.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -148258.625000 Penalty: 1541.494141
	Iteration 20F: 3 clusters Score -148258.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -148271.546875 Penalty: 1541.494141
	Iteration 21Q: 3 clusters Score -148271.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -148290.546875 Penalty: 1541.494141
	Iteration 22Q: 3 clusters Score -148290.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -148312.406250 Penalty: 1541.494141
	Iteration 23Q: 3 clusters Score -148312.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -148341.765625 Penalty: 1541.494141
	Iteration 24Q: 3 clusters Score -148341.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -148374.171875 Penalty: 1541.494141
	Iteration 25Q: 3 clusters Score -148374.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -148402.046875 Penalty: 1541.494141
	Iteration 26Q: 3 clusters Score -148402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -148420.531250 Penalty: 1541.494141
	Iteration 27Q: 3 clusters Score -148420.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -148439.265625 Penalty: 1541.494141
	Iteration 28Q: 3 clusters Score -148439.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -148459.625000 Penalty: 1541.494141
	Iteration 29Q: 3 clusters Score -148459.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -148475.812500 Penalty: 1541.494141
	Iteration 30Q: 3 clusters Score -148475.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -148487.421875 Penalty: 1541.494141
	Iteration 31Q: 3 clusters Score -148487.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -148495.000000 Penalty: 1541.494141
	Iteration 32Q: 3 clusters Score -148495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -148507.359375 Penalty: 1541.494141
	Iteration 33Q: 3 clusters Score -148507.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -148515.406250 Penalty: 1541.494141
	Iteration 34Q: 3 clusters Score -148515.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -148529.296875 Penalty: 1541.494141
	Iteration 35Q: 3 clusters Score -148529.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -148542.843750 Penalty: 1541.494141
	Iteration 36Q: 3 clusters Score -148542.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -148556.687500 Penalty: 1541.494141
	Iteration 37Q: 3 clusters Score -148556.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -148563.734375 Penalty: 1541.494141
	Iteration 38Q: 3 clusters Score -148563.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -148565.765625 Penalty: 1541.494141
	Iteration 39Q: 3 clusters Score -148565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -148568.734375 Penalty: 1541.494141
	Iteration 40F: 3 clusters Score -148568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -148573.312500 Penalty: 1541.494141
	Iteration 41Q: 3 clusters Score -148573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -148578.171875 Penalty: 1541.494141
	Iteration 42Q: 3 clusters Score -148578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -148587.718750 Penalty: 1541.494141
	Iteration 43Q: 3 clusters Score -148587.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -148591.546875 Penalty: 1541.494141
	Iteration 44Q: 3 clusters Score -148591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -148594.343750 Penalty: 1541.494141
	Iteration 45Q: 3 clusters Score -148594.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -148600.218750 Penalty: 1541.494141
	Iteration 46Q: 3 clusters Score -148600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -148607.031250 Penalty: 1541.494141
	Iteration 47Q: 3 clusters Score -148607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -148612.593750 Penalty: 1541.494141
	Iteration 48Q: 3 clusters Score -148612.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -148619.718750 Penalty: 1541.494141
	Iteration 49Q: 3 clusters Score -148619.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -148627.500000 Penalty: 1541.494141
	Iteration 50Q: 3 clusters Score -148627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -148636.171875 Penalty: 1541.494141
	Iteration 51Q: 3 clusters Score -148636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -148643.437500 Penalty: 1541.494141
	Iteration 52Q: 3 clusters Score -148643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -148647.625000 Penalty: 1541.494141
	Iteration 53Q: 3 clusters Score -148647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -148650.703125 Penalty: 1541.494141
	Iteration 54Q: 3 clusters Score -148650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -148650.468750 Penalty: 1541.494141
	Iteration 55Q: 3 clusters Score -148650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -148652.703125 Penalty: 1541.494141
	Iteration 56Q: 3 clusters Score -148652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -148654.125000 Penalty: 1541.494141
	Iteration 57Q: 3 clusters Score -148654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -148655.890625 Penalty: 1541.494141
	Iteration 58Q: 3 clusters Score -148655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -148656.468750 Penalty: 1541.494141
	Iteration 59Q: 3 clusters Score -148656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -148659.578125 Penalty: 1541.494141
	Iteration 60F: 3 clusters Score -148659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -148661.031250 Penalty: 1541.494141
	Iteration 61Q: 3 clusters Score -148661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -148661.750000 Penalty: 1541.494141
	Iteration 62Q: 3 clusters Score -148661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -148661.750000 Penalty: 1541.494141
	Iteration 63F: 3 clusters Score -148661.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -255468.203125 Penalty: 797.741821
	Iteration 0F: 2 clusters Score -255468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -252201.453125 Penalty: 1595.483643
	Iteration 0F: 3 clusters Score -252201.5 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -253200.640625 Penalty: 1595.483643
	Iteration 1F: 3 clusters Score -253200.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -253282.750000 Penalty: 1595.483643
	Iteration 2F: 3 clusters Score -253282.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -253340.718750 Penalty: 1595.483643
	Iteration 3Q: 3 clusters Score -253340.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -253393.765625 Penalty: 1595.483643
	Iteration 4Q: 3 clusters Score -253393.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -253449.593750 Penalty: 1595.483643
	Iteration 5Q: 3 clusters Score -253449.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -253521.859375 Penalty: 1595.483643
	Iteration 6Q: 3 clusters Score -253521.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -253597.265625 Penalty: 1595.483643
	Iteration 7Q: 3 clusters Score -253597.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -253669.703125 Penalty: 1595.483643
	Iteration 8Q: 3 clusters Score -253669.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -253756.890625 Penalty: 1595.483643
	Iteration 9Q: 3 clusters Score -253756.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -253855.218750 Penalty: 1595.483643
	Iteration 10Q: 3 clusters Score -253855.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -253978.671875 Penalty: 1595.483643
	Iteration 11Q: 3 clusters Score -253978.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -254103.812500 Penalty: 1595.483643
	Iteration 12Q: 3 clusters Score -254103.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -254224.281250 Penalty: 1595.483643
	Iteration 13Q: 3 clusters Score -254224.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -254329.578125 Penalty: 1595.483643
	Iteration 14Q: 3 clusters Score -254329.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -254420.484375 Penalty: 1595.483643
	Iteration 15Q: 3 clusters Score -254420.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -254488.359375 Penalty: 1595.483643
	Iteration 16Q: 3 clusters Score -254488.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -254542.250000 Penalty: 1595.483643
	Iteration 17Q: 3 clusters Score -254542.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -254588.296875 Penalty: 1595.483643
	Iteration 18Q: 3 clusters Score -254588.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -254629.312500 Penalty: 1595.483643
	Iteration 19Q: 3 clusters Score -254629.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -254665.765625 Penalty: 1595.483643
	Iteration 20F: 3 clusters Score -254665.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -254690.218750 Penalty: 1595.483643
	Iteration 21Q: 3 clusters Score -254690.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -254705.593750 Penalty: 1595.483643
	Iteration 22Q: 3 clusters Score -254705.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -254723.218750 Penalty: 1595.483643
	Iteration 23Q: 3 clusters Score -254723.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -254741.812500 Penalty: 1595.483643
	Iteration 24Q: 3 clusters Score -254741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -254757.937500 Penalty: 1595.483643
	Iteration 25Q: 3 clusters Score -254757.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -254766.109375 Penalty: 1595.483643
	Iteration 26Q: 3 clusters Score -254766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -254767.656250 Penalty: 1595.483643
	Iteration 27Q: 3 clusters Score -254767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -254768.515625 Penalty: 1595.483643
	Iteration 28Q: 3 clusters Score -254768.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -254769.265625 Penalty: 1595.483643
	Iteration 29Q: 3 clusters Score -254769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -254769.671875 Penalty: 1595.483643
	Iteration 30Q: 3 clusters Score -254769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -254770.781250 Penalty: 1595.483643
	Iteration 31Q: 3 clusters Score -254770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -254772.453125 Penalty: 1595.483643
	Iteration 32Q: 3 clusters Score -254772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -254775.156250 Penalty: 1595.483643
	Iteration 33Q: 3 clusters Score -254775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -254775.687500 Penalty: 1595.483643
	Iteration 34Q: 3 clusters Score -254775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -254776.718750 Penalty: 1595.483643
	Iteration 35Q: 3 clusters Score -254776.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -254778.093750 Penalty: 1595.483643
	Iteration 36Q: 3 clusters Score -254778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -254779.203125 Penalty: 1595.483643
	Iteration 37Q: 3 clusters Score -254779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -254780.812500 Penalty: 1595.483643
	Iteration 38Q: 3 clusters Score -254780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -254781.843750 Penalty: 1595.483643
	Iteration 39Q: 3 clusters Score -254781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -254782.796875 Penalty: 1595.483643
	Iteration 40F: 3 clusters Score -254782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -254783.265625 Penalty: 1595.483643
	Iteration 41Q: 3 clusters Score -254783.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -254783.265625 Penalty: 1595.483643
	Iteration 42F: 3 clusters Score -254783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -257365.703125 Penalty: 794.117798
	Iteration 0F: 2 clusters Score -257365.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -254228.687500 Penalty: 1588.235596
	Iteration 0F: 3 clusters Score -254228.7 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -255195.531250 Penalty: 1588.235596
	Iteration 1F: 3 clusters Score -255195.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -255339.890625 Penalty: 1588.235596
	Iteration 2F: 3 clusters Score -255339.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -255415.546875 Penalty: 1588.235596
	Iteration 3F: 3 clusters Score -255415.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -255457.531250 Penalty: 1588.235596
	Iteration 4Q: 3 clusters Score -255457.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -255488.796875 Penalty: 1588.235596
	Iteration 5Q: 3 clusters Score -255488.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -255514.171875 Penalty: 1588.235596
	Iteration 6Q: 3 clusters Score -255514.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -255540.156250 Penalty: 1588.235596
	Iteration 7Q: 3 clusters Score -255540.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -255570.765625 Penalty: 1588.235596
	Iteration 8Q: 3 clusters Score -255570.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -255603.015625 Penalty: 1588.235596
	Iteration 9Q: 3 clusters Score -255603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -255638.468750 Penalty: 1588.235596
	Iteration 10Q: 3 clusters Score -255638.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -255680.750000 Penalty: 1588.235596
	Iteration 11Q: 3 clusters Score -255680.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -255726.281250 Penalty: 1588.235596
	Iteration 12Q: 3 clusters Score -255726.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -255775.906250 Penalty: 1588.235596
	Iteration 13Q: 3 clusters Score -255775.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -255841.359375 Penalty: 1588.235596
	Iteration 14Q: 3 clusters Score -255841.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -255934.796875 Penalty: 1588.235596
	Iteration 15Q: 3 clusters Score -255934.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -256037.437500 Penalty: 1588.235596
	Iteration 16Q: 3 clusters Score -256037.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -256145.781250 Penalty: 1588.235596
	Iteration 17Q: 3 clusters Score -256145.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -256241.265625 Penalty: 1588.235596
	Iteration 18Q: 3 clusters Score -256241.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -256342.359375 Penalty: 1588.235596
	Iteration 19Q: 3 clusters Score -256342.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -256435.437500 Penalty: 1588.235596
	Iteration 20F: 3 clusters Score -256435.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -256510.984375 Penalty: 1588.235596
	Iteration 21Q: 3 clusters Score -256511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -256566.812500 Penalty: 1588.235596
	Iteration 22Q: 3 clusters Score -256566.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -256602.125000 Penalty: 1588.235596
	Iteration 23Q: 3 clusters Score -256602.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -256624.765625 Penalty: 1588.235596
	Iteration 24Q: 3 clusters Score -256624.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -256636.296875 Penalty: 1588.235596
	Iteration 25Q: 3 clusters Score -256636.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -256652.359375 Penalty: 1588.235596
	Iteration 26Q: 3 clusters Score -256652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -256661.875000 Penalty: 1588.235596
	Iteration 27Q: 3 clusters Score -256661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -256674.171875 Penalty: 1588.235596
	Iteration 28Q: 3 clusters Score -256674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -256681.281250 Penalty: 1588.235596
	Iteration 29Q: 3 clusters Score -256681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -256682.640625 Penalty: 1588.235596
	Iteration 30Q: 3 clusters Score -256682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -256685.218750 Penalty: 1588.235596
	Iteration 31Q: 3 clusters Score -256685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -256685.968750 Penalty: 1588.235596
	Iteration 32Q: 3 clusters Score -256686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -256686.000000 Penalty: 1588.235596
	Iteration 33Q: 3 clusters Score -256686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -256686.000000 Penalty: 1588.235596
	Iteration 34F: 3 clusters Score -256686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 35139 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142307 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 13173 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 22982 members 
Mstep: Class 10 contains 43911 members 
Mstep: Class 11 contains 2619 members 
Mstep: Class 12 contains 13183 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 8118 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 278283 members 
Mstep: Class 17 contains 6575 members 
Mstep: Class 18 contains 78277 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 16176 members 
Mstep: Class 21 contains 3338 members 
Mstep: Class 22 contains 4435 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617024.000000 Penalty: 29521.113281
Iteration 119Q: 24 clusters Score -3.861702e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 35137 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142294 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 13173 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 22921 members 
Mstep: Class 10 contains 43888 members 
Mstep: Class 11 contains 2628 members 
Mstep: Class 12 contains 13191 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 8126 members 
Mstep: Class 15 contains 25093 members 
Mstep: Class 16 contains 278334 members 
Mstep: Class 17 contains 6590 members 
Mstep: Class 18 contains 78280 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 16176 members 
Mstep: Class 21 contains 3337 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616968.000000 Penalty: 29521.113281
Iteration 120F: 24 clusters Score -3.861697e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 35139 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142272 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 13174 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 22883 members 
Mstep: Class 10 contains 43865 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 13187 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 8137 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 278384 members 
Mstep: Class 17 contains 6602 members 
Mstep: Class 18 contains 78281 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 16174 members 
Mstep: Class 21 contains 3336 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616976.000000 Penalty: 29521.113281
Iteration 121Q: 24 clusters Score -3.861698e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 35136 members 
Mstep: Class 3 contains 5042 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 142247 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 22851 members 
Mstep: Class 10 contains 43842 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 8147 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 278433 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 18 contains 78281 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 16171 members 
Mstep: Class 21 contains 3336 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616940.000000 Penalty: 29521.113281
Iteration 122Q: 24 clusters Score -3.861694e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 35136 members 
Mstep: Class 3 contains 5048 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142224 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 22813 members 
Mstep: Class 10 contains 43826 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 13181 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 8151 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278479 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 18 contains 78287 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 16169 members 
Mstep: Class 21 contains 3333 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616904.000000 Penalty: 29521.113281
Iteration 123Q: 24 clusters Score -3.86169e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 35135 members 
Mstep: Class 3 contains 5049 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142202 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6445 members 
Mstep: Class 9 contains 22767 members 
Mstep: Class 10 contains 43794 members 
Mstep: Class 11 contains 2676 members 
Mstep: Class 12 contains 13198 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 8161 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 278532 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 78295 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 16167 members 
Mstep: Class 21 contains 3332 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616972.000000 Penalty: 29521.113281
Iteration 124Q: 24 clusters Score -3.861697e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 35134 members 
Mstep: Class 3 contains 5051 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142181 members 
Mstep: Class 6 contains 3791 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 22725 members 
Mstep: Class 10 contains 43761 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 13209 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 8167 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278590 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 78307 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 16167 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616980.000000 Penalty: 29521.113281
Iteration 125Q: 24 clusters Score -3.861698e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 35133 members 
Mstep: Class 3 contains 5050 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142162 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 22683 members 
Mstep: Class 10 contains 43727 members 
Mstep: Class 11 contains 2693 members 
Mstep: Class 12 contains 13218 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 8168 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278654 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 78314 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616992.000000 Penalty: 29521.113281
Iteration 126Q: 24 clusters Score -3.861699e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 35131 members 
Mstep: Class 3 contains 5053 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142149 members 
Mstep: Class 6 contains 3795 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 22639 members 
Mstep: Class 10 contains 43704 members 
Mstep: Class 11 contains 2701 members 
Mstep: Class 12 contains 13227 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 8174 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278704 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 78324 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 3328 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617012.000000 Penalty: 29521.113281
Iteration 127Q: 24 clusters Score -3.861701e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 35131 members 
Mstep: Class 3 contains 5054 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142133 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 22586 members 
Mstep: Class 10 contains 43699 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 8177 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278744 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 78329 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 4272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617024.000000 Penalty: 29521.113281
Iteration 128Q: 24 clusters Score -3.861702e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 35131 members 
Mstep: Class 3 contains 5056 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142119 members 
Mstep: Class 6 contains 3797 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 22547 members 
Mstep: Class 10 contains 43690 members 
Mstep: Class 11 contains 2723 members 
Mstep: Class 12 contains 13244 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 8179 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278788 members 
Mstep: Class 17 contains 6631 members 
Mstep: Class 18 contains 78330 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 4273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617004.000000 Penalty: 29521.113281
Iteration 129Q: 24 clusters Score -3.8617e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 35131 members 
Mstep: Class 3 contains 5064 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 142106 members 
Mstep: Class 6 contains 3798 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 22507 members 
Mstep: Class 10 contains 43671 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 8183 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278837 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 78329 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 4276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617040.000000 Penalty: 29521.113281
Iteration 130Q: 24 clusters Score -3.861704e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 35130 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 142099 members 
Mstep: Class 6 contains 3800 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 22474 members 
Mstep: Class 10 contains 43655 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278874 members 
Mstep: Class 17 contains 6645 members 
Mstep: Class 18 contains 78322 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616988.000000 Penalty: 29521.113281
Iteration 131Q: 24 clusters Score -3.861699e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5069 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 142094 members 
Mstep: Class 6 contains 3803 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 22440 members 
Mstep: Class 10 contains 43644 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 2862 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 25089 members 
Mstep: Class 16 contains 278906 members 
Mstep: Class 17 contains 6645 members 
Mstep: Class 18 contains 78323 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 3323 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617004.000000 Penalty: 29521.113281
Iteration 132Q: 24 clusters Score -3.8617e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 35130 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 142084 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 22411 members 
Mstep: Class 10 contains 43634 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 8207 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 278929 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 78326 members 
Mstep: Class 19 contains 8302 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3323 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616908.000000 Penalty: 29521.113281
Iteration 133Q: 24 clusters Score -3.861691e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142081 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 22376 members 
Mstep: Class 10 contains 43618 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 278956 members 
Mstep: Class 17 contains 6639 members 
Mstep: Class 18 contains 78330 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3323 members 
Mstep: Class 22 contains 4378 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616932.000000 Penalty: 29521.113281
Iteration 134Q: 24 clusters Score -3.861693e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142077 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 22338 members 
Mstep: Class 10 contains 43614 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 13259 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 278976 members 
Mstep: Class 17 contains 6638 members 
Mstep: Class 18 contains 78334 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 4375 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616928.000000 Penalty: 29521.113281
Iteration 135Q: 24 clusters Score -3.861693e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 35130 members 
Mstep: Class 3 contains 5069 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142071 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 22292 members 
Mstep: Class 10 contains 43616 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 12 contains 13267 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 279003 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 18 contains 78337 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3323 members 
Mstep: Class 22 contains 4371 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616956.000000 Penalty: 29521.113281
Iteration 136Q: 24 clusters Score -3.861696e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142063 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 22250 members 
Mstep: Class 10 contains 43618 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 8221 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 279024 members 
Mstep: Class 17 contains 6647 members 
Mstep: Class 18 contains 78341 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 4367 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616940.000000 Penalty: 29521.113281
Iteration 137Q: 24 clusters Score -3.861694e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142060 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 22199 members 
Mstep: Class 10 contains 43623 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 13275 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 8229 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 279053 members 
Mstep: Class 17 contains 6652 members 
Mstep: Class 18 contains 78340 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 4362 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616956.000000 Penalty: 29521.113281
Iteration 138Q: 24 clusters Score -3.861696e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142054 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 22151 members 
Mstep: Class 10 contains 43618 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 8236 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 279093 members 
Mstep: Class 17 contains 6658 members 
Mstep: Class 18 contains 78342 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 4357 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616940.000000 Penalty: 29521.113281
Iteration 139Q: 24 clusters Score -3.861694e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142046 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 22110 members 
Mstep: Class 10 contains 43619 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 14 contains 8247 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 279127 members 
Mstep: Class 17 contains 6663 members 
Mstep: Class 18 contains 78344 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3327 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616972.000000 Penalty: 29521.113281
Iteration 140F: 24 clusters Score -3.861697e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142038 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 22059 members 
Mstep: Class 10 contains 43610 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 13282 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 14 contains 8258 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279172 members 
Mstep: Class 17 contains 6667 members 
Mstep: Class 18 contains 78345 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3327 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616880.000000 Penalty: 29521.113281
Iteration 141Q: 24 clusters Score -3.861688e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142035 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 22012 members 
Mstep: Class 10 contains 43599 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 13295 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 8259 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279216 members 
Mstep: Class 17 contains 6673 members 
Mstep: Class 18 contains 78345 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3328 members 
Mstep: Class 22 contains 4341 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616944.000000 Penalty: 29521.113281
Iteration 142Q: 24 clusters Score -3.861694e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142029 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21962 members 
Mstep: Class 10 contains 43599 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 13307 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 8265 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279251 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 78341 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3330 members 
Mstep: Class 22 contains 4338 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616896.000000 Penalty: 29521.113281
Iteration 143Q: 24 clusters Score -3.86169e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142024 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21894 members 
Mstep: Class 10 contains 43603 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 8271 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279300 members 
Mstep: Class 17 contains 6679 members 
Mstep: Class 18 contains 78345 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3332 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616944.000000 Penalty: 29521.113281
Iteration 144Q: 24 clusters Score -3.861694e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142021 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21811 members 
Mstep: Class 10 contains 43603 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 12 contains 13330 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 8272 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 279367 members 
Mstep: Class 17 contains 6681 members 
Mstep: Class 18 contains 78347 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3334 members 
Mstep: Class 22 contains 4327 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616952.000000 Penalty: 29521.113281
Iteration 145Q: 24 clusters Score -3.861695e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142019 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 21716 members 
Mstep: Class 10 contains 43589 members 
Mstep: Class 11 contains 2814 members 
Mstep: Class 12 contains 13363 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 8270 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 279442 members 
Mstep: Class 17 contains 6681 members 
Mstep: Class 18 contains 78347 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3337 members 
Mstep: Class 22 contains 4323 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616956.000000 Penalty: 29521.113281
Iteration 146Q: 24 clusters Score -3.861696e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142016 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 21628 members 
Mstep: Class 10 contains 43574 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 13395 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 8276 members 
Mstep: Class 15 contains 25091 members 
Mstep: Class 16 contains 279500 members 
Mstep: Class 17 contains 6680 members 
Mstep: Class 18 contains 78351 members 
Mstep: Class 19 contains 8302 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3334 members 
Mstep: Class 22 contains 4321 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616944.000000 Penalty: 29521.113281
Iteration 147Q: 24 clusters Score -3.861694e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 35130 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142006 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 21531 members 
Mstep: Class 10 contains 43564 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 13432 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 8281 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279577 members 
Mstep: Class 17 contains 6680 members 
Mstep: Class 18 contains 78352 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3335 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616964.000000 Penalty: 29521.113281
Iteration 148Q: 24 clusters Score -3.861696e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 35131 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 142001 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21449 members 
Mstep: Class 10 contains 43564 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 13466 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 8283 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279628 members 
Mstep: Class 17 contains 6680 members 
Mstep: Class 18 contains 78353 members 
Mstep: Class 19 contains 8299 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3336 members 
Mstep: Class 22 contains 4308 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616916.000000 Penalty: 29521.113281
Iteration 149Q: 24 clusters Score -3.861692e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 35131 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141994 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 43558 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 13494 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 8287 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279673 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 78356 members 
Mstep: Class 19 contains 8299 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 3337 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616948.000000 Penalty: 29521.113281
Iteration 150Q: 24 clusters Score -3.861695e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 35131 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141989 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21307 members 
Mstep: Class 10 contains 43542 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 13526 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 8290 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279718 members 
Mstep: Class 17 contains 6684 members 
Mstep: Class 18 contains 78363 members 
Mstep: Class 19 contains 8299 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 3338 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616980.000000 Penalty: 29521.113281
Iteration 151Q: 24 clusters Score -3.861698e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 35132 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141981 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 43538 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 13550 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 8295 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279766 members 
Mstep: Class 17 contains 6687 members 
Mstep: Class 18 contains 78366 members 
Mstep: Class 19 contains 8298 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 3339 members 
Mstep: Class 22 contains 4301 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616952.000000 Penalty: 29521.113281
Iteration 152Q: 24 clusters Score -3.861695e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 35132 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141977 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21169 members 
Mstep: Class 10 contains 43527 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 13575 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 8297 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 279814 members 
Mstep: Class 17 contains 6694 members 
Mstep: Class 18 contains 78367 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 3339 members 
Mstep: Class 22 contains 4299 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616960.000000 Penalty: 29521.113281
Iteration 153Q: 24 clusters Score -3.861696e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 35133 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141974 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21097 members 
Mstep: Class 10 contains 43519 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 13602 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 8302 members 
Mstep: Class 15 contains 25093 members 
Mstep: Class 16 contains 279858 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 78365 members 
Mstep: Class 19 contains 8297 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 3341 members 
Mstep: Class 22 contains 4296 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616980.000000 Penalty: 29521.113281
Iteration 154Q: 24 clusters Score -3.861698e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 35134 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141971 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 21024 members 
Mstep: Class 10 contains 43507 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 13636 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 8304 members 
Mstep: Class 15 contains 25096 members 
Mstep: Class 16 contains 279909 members 
Mstep: Class 17 contains 6698 members 
Mstep: Class 18 contains 78368 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 3342 members 
Mstep: Class 22 contains 4290 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616960.000000 Penalty: 29521.113281
Iteration 155Q: 24 clusters Score -3.861696e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 35134 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141966 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 20936 members 
Mstep: Class 10 contains 43488 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 13671 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 8309 members 
Mstep: Class 15 contains 25097 members 
Mstep: Class 16 contains 279976 members 
Mstep: Class 17 contains 6701 members 
Mstep: Class 18 contains 78368 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616900.000000 Penalty: 29521.113281
Iteration 156Q: 24 clusters Score -3.86169e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 35134 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141963 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 20843 members 
Mstep: Class 10 contains 43476 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 13710 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 8312 members 
Mstep: Class 15 contains 25097 members 
Mstep: Class 16 contains 280038 members 
Mstep: Class 17 contains 6710 members 
Mstep: Class 18 contains 78365 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616880.000000 Penalty: 29521.113281
Iteration 157Q: 24 clusters Score -3.861688e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 35134 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141961 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 20765 members 
Mstep: Class 10 contains 43466 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 13744 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 8313 members 
Mstep: Class 15 contains 25096 members 
Mstep: Class 16 contains 280096 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 78366 members 
Mstep: Class 19 contains 8293 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 3351 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616916.000000 Penalty: 29521.113281
Iteration 158Q: 24 clusters Score -3.861692e+07 nChanged 160
Entering ConstructFrom: 
Score: -38616916.000000 Penalty: 29521.113281
Entering ConstructFrom: 
Trying to split cluster 1 (9030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Entering Unmasked Estep 
Score: -475316.500000 Penalty: 865.289246
	Iteration 0F: 2 clusters Score -475316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -469238.218750 Penalty: 1730.578491
	Iteration 0F: 3 clusters Score -469238.2 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -471475.375000 Penalty: 1730.578491
	Iteration 1F: 3 clusters Score -471475.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -471850.156250 Penalty: 1730.578491
	Iteration 2F: 3 clusters Score -471850.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -472221.093750 Penalty: 1730.578491
	Iteration 3F: 3 clusters Score -472221.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -472622.843750 Penalty: 1730.578491
	Iteration 4F: 3 clusters Score -472622.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -473038.156250 Penalty: 1730.578491
	Iteration 5F: 3 clusters Score -473038.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -473386.125000 Penalty: 1730.578491
	Iteration 6F: 3 clusters Score -473386.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -473652.718750 Penalty: 1730.578491
	Iteration 7Q: 3 clusters Score -473652.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -473914.687500 Penalty: 1730.578491
	Iteration 8Q: 3 clusters Score -473914.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -474163.843750 Penalty: 1730.578491
	Iteration 9Q: 3 clusters Score -474163.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -474400.656250 Penalty: 1730.578491
	Iteration 10Q: 3 clusters Score -474400.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -474563.000000 Penalty: 1730.578491
	Iteration 11Q: 3 clusters Score -474563 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -474685.500000 Penalty: 1730.578491
	Iteration 12Q: 3 clusters Score -474685.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -474768.843750 Penalty: 1730.578491
	Iteration 13Q: 3 clusters Score -474768.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -474841.281250 Penalty: 1730.578491
	Iteration 14Q: 3 clusters Score -474841.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -474906.031250 Penalty: 1730.578491
	Iteration 15Q: 3 clusters Score -474906 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -474958.812500 Penalty: 1730.578491
	Iteration 16Q: 3 clusters Score -474958.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -475016.562500 Penalty: 1730.578491
	Iteration 17Q: 3 clusters Score -475016.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -475096.125000 Penalty: 1730.578491
	Iteration 18Q: 3 clusters Score -475096.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -475172.531250 Penalty: 1730.578491
	Iteration 19Q: 3 clusters Score -475172.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -475247.375000 Penalty: 1730.578491
	Iteration 20F: 3 clusters Score -475247.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -475331.187500 Penalty: 1730.578491
	Iteration 21Q: 3 clusters Score -475331.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -475438.500000 Penalty: 1730.578491
	Iteration 22Q: 3 clusters Score -475438.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -475542.093750 Penalty: 1730.578491
	Iteration 23Q: 3 clusters Score -475542.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -475672.875000 Penalty: 1730.578491
	Iteration 24Q: 3 clusters Score -475672.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -475774.781250 Penalty: 1730.578491
	Iteration 25Q: 3 clusters Score -475774.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -475857.843750 Penalty: 1730.578491
	Iteration 26Q: 3 clusters Score -475857.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -475933.125000 Penalty: 1730.578491
	Iteration 27Q: 3 clusters Score -475933.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -475970.593750 Penalty: 1730.578491
	Iteration 28Q: 3 clusters Score -475970.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -475994.718750 Penalty: 1730.578491
	Iteration 29Q: 3 clusters Score -475994.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -476014.500000 Penalty: 1730.578491
	Iteration 30Q: 3 clusters Score -476014.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -476033.125000 Penalty: 1730.578491
	Iteration 31Q: 3 clusters Score -476033.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -476042.031250 Penalty: 1730.578491
	Iteration 32Q: 3 clusters Score -476042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -476046.531250 Penalty: 1730.578491
	Iteration 33Q: 3 clusters Score -476046.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -476049.625000 Penalty: 1730.578491
	Iteration 34Q: 3 clusters Score -476049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -476050.125000 Penalty: 1730.578491
	Iteration 35Q: 3 clusters Score -476050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -476052.687500 Penalty: 1730.578491
	Iteration 36Q: 3 clusters Score -476052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -476052.500000 Penalty: 1730.578491
	Iteration 37Q: 3 clusters Score -476052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -476052.062500 Penalty: 1730.578491
	Iteration 38Q: 3 clusters Score -476052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -476053.312500 Penalty: 1730.578491
	Iteration 39Q: 3 clusters Score -476053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -476052.906250 Penalty: 1730.578491
	Iteration 40F: 3 clusters Score -476052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 35134 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141962 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 20685 members 
Mstep: Class 10 contains 43439 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 13779 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 8312 members 
Mstep: Class 15 contains 25094 members 
Mstep: Class 16 contains 280165 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 78367 members 
Mstep: Class 19 contains 8293 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 4262 members 
Mstep: Class 23 contains 4284 members 
Mstep: Class 24 contains 2573 members 
Entering Unmasked Estep 
Score: -38617144.000000 Penalty: 30804.640625
Splitting cluster 1 changes total score from -38616916.000000 to -38617144.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 2 (35134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Entering Unmasked Estep 
Score: -2015912.250000 Penalty: 994.357849
	Iteration 0F: 2 clusters Score -2015912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1992405.250000 Penalty: 1988.715698
	Iteration 0F: 3 clusters Score -1992405 nChanged 16697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2002270.375000 Penalty: 1988.715698
	Iteration 1F: 3 clusters Score -2002270 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2002983.625000 Penalty: 1988.715698
	Iteration 2Q: 3 clusters Score -2002984 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2004026.250000 Penalty: 1988.715698
	Iteration 3F: 3 clusters Score -2004026 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2005461.875000 Penalty: 1988.715698
	Iteration 4F: 3 clusters Score -2005462 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2007030.000000 Penalty: 1988.715698
	Iteration 5F: 3 clusters Score -2007030 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2008362.625000 Penalty: 1988.715698
	Iteration 6F: 3 clusters Score -2008363 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2009418.875000 Penalty: 1988.715698
	Iteration 7F: 3 clusters Score -2009419 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2010206.750000 Penalty: 1988.715698
	Iteration 8Q: 3 clusters Score -2010207 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2010869.625000 Penalty: 1988.715698
	Iteration 9Q: 3 clusters Score -2010870 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2011375.500000 Penalty: 1988.715698
	Iteration 10Q: 3 clusters Score -2011376 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2011723.250000 Penalty: 1988.715698
	Iteration 11Q: 3 clusters Score -2011723 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2012035.250000 Penalty: 1988.715698
	Iteration 12Q: 3 clusters Score -2012035 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2012343.000000 Penalty: 1988.715698
	Iteration 13Q: 3 clusters Score -2012343 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2012650.500000 Penalty: 1988.715698
	Iteration 14Q: 3 clusters Score -2012650 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2012983.375000 Penalty: 1988.715698
	Iteration 15Q: 3 clusters Score -2012983 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2013340.000000 Penalty: 1988.715698
	Iteration 16Q: 3 clusters Score -2013340 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2013711.375000 Penalty: 1988.715698
	Iteration 17Q: 3 clusters Score -2013711 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2014045.000000 Penalty: 1988.715698
	Iteration 18Q: 3 clusters Score -2014045 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2014307.875000 Penalty: 1988.715698
	Iteration 19Q: 3 clusters Score -2014308 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2014507.000000 Penalty: 1988.715698
	Iteration 20F: 3 clusters Score -2014507 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2014651.625000 Penalty: 1988.715698
	Iteration 21Q: 3 clusters Score -2014652 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2014766.000000 Penalty: 1988.715698
	Iteration 22Q: 3 clusters Score -2014766 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2014845.250000 Penalty: 1988.715698
	Iteration 23Q: 3 clusters Score -2014845 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2014897.375000 Penalty: 1988.715698
	Iteration 24Q: 3 clusters Score -2014897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2014927.000000 Penalty: 1988.715698
	Iteration 25Q: 3 clusters Score -2014927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2014949.375000 Penalty: 1988.715698
	Iteration 26Q: 3 clusters Score -2014949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2014968.250000 Penalty: 1988.715698
	Iteration 27Q: 3 clusters Score -2014968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2014983.125000 Penalty: 1988.715698
	Iteration 28Q: 3 clusters Score -2014983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2014996.625000 Penalty: 1988.715698
	Iteration 29Q: 3 clusters Score -2014997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2015006.250000 Penalty: 1988.715698
	Iteration 30Q: 3 clusters Score -2015006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2015006.750000 Penalty: 1988.715698
	Iteration 31Q: 3 clusters Score -2015007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2015013.750000 Penalty: 1988.715698
	Iteration 32Q: 3 clusters Score -2015014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2015012.500000 Penalty: 1988.715698
	Iteration 33Q: 3 clusters Score -2015012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2015014.500000 Penalty: 1988.715698
	Iteration 34Q: 3 clusters Score -2015014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2015015.500000 Penalty: 1988.715698
	Iteration 35Q: 3 clusters Score -2015016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2015015.000000 Penalty: 1988.715698
	Iteration 36Q: 3 clusters Score -2015015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2015015.000000 Penalty: 1988.715698
	Iteration 37F: 3 clusters Score -2015015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -244764.250000 Penalty: 810.529114
	Iteration 0F: 2 clusters Score -244764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -241158.578125 Penalty: 1621.058228
	Iteration 0F: 3 clusters Score -241158.6 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -242330.906250 Penalty: 1621.058228
	Iteration 1F: 3 clusters Score -242330.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -242542.046875 Penalty: 1621.058228
	Iteration 2F: 3 clusters Score -242542 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -242727.078125 Penalty: 1621.058228
	Iteration 3F: 3 clusters Score -242727.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -242880.296875 Penalty: 1621.058228
	Iteration 4F: 3 clusters Score -242880.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -243033.593750 Penalty: 1621.058228
	Iteration 5Q: 3 clusters Score -243033.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -243186.703125 Penalty: 1621.058228
	Iteration 6Q: 3 clusters Score -243186.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -243353.109375 Penalty: 1621.058228
	Iteration 7Q: 3 clusters Score -243353.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -243520.421875 Penalty: 1621.058228
	Iteration 8Q: 3 clusters Score -243520.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -243695.343750 Penalty: 1621.058228
	Iteration 9Q: 3 clusters Score -243695.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -243848.406250 Penalty: 1621.058228
	Iteration 10Q: 3 clusters Score -243848.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -243982.625000 Penalty: 1621.058228
	Iteration 11Q: 3 clusters Score -243982.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -244093.156250 Penalty: 1621.058228
	Iteration 12Q: 3 clusters Score -244093.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -244170.656250 Penalty: 1621.058228
	Iteration 13Q: 3 clusters Score -244170.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -244220.187500 Penalty: 1621.058228
	Iteration 14Q: 3 clusters Score -244220.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -244242.171875 Penalty: 1621.058228
	Iteration 15Q: 3 clusters Score -244242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -244257.390625 Penalty: 1621.058228
	Iteration 16Q: 3 clusters Score -244257.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -244264.156250 Penalty: 1621.058228
	Iteration 17Q: 3 clusters Score -244264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -244267.343750 Penalty: 1621.058228
	Iteration 18Q: 3 clusters Score -244267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -244268.906250 Penalty: 1621.058228
	Iteration 19Q: 3 clusters Score -244268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -244270.718750 Penalty: 1621.058228
	Iteration 20F: 3 clusters Score -244270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -244277.796875 Penalty: 1621.058228
	Iteration 21Q: 3 clusters Score -244277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -244288.250000 Penalty: 1621.058228
	Iteration 22Q: 3 clusters Score -244288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -244292.671875 Penalty: 1621.058228
	Iteration 23Q: 3 clusters Score -244292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -244294.125000 Penalty: 1621.058228
	Iteration 24Q: 3 clusters Score -244294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -244297.796875 Penalty: 1621.058228
	Iteration 25Q: 3 clusters Score -244297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -244302.531250 Penalty: 1621.058228
	Iteration 26Q: 3 clusters Score -244302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -244306.640625 Penalty: 1621.058228
	Iteration 27Q: 3 clusters Score -244306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -244306.640625 Penalty: 1621.058228
	Iteration 28F: 3 clusters Score -244306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -208153.781250 Penalty: 788.903564
	Iteration 0F: 2 clusters Score -208153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -205175.500000 Penalty: 1577.807129
	Iteration 0F: 3 clusters Score -205175.5 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -206119.343750 Penalty: 1577.807129
	Iteration 1F: 3 clusters Score -206119.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -206263.765625 Penalty: 1577.807129
	Iteration 2F: 3 clusters Score -206263.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -206408.781250 Penalty: 1577.807129
	Iteration 3F: 3 clusters Score -206408.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -206561.687500 Penalty: 1577.807129
	Iteration 4F: 3 clusters Score -206561.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -206722.000000 Penalty: 1577.807129
	Iteration 5F: 3 clusters Score -206722 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -206911.531250 Penalty: 1577.807129
	Iteration 6F: 3 clusters Score -206911.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -207119.375000 Penalty: 1577.807129
	Iteration 7F: 3 clusters Score -207119.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -207311.500000 Penalty: 1577.807129
	Iteration 8F: 3 clusters Score -207311.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -207463.281250 Penalty: 1577.807129
	Iteration 9Q: 3 clusters Score -207463.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -207572.828125 Penalty: 1577.807129
	Iteration 10Q: 3 clusters Score -207572.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -207651.015625 Penalty: 1577.807129
	Iteration 11Q: 3 clusters Score -207651 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -207722.187500 Penalty: 1577.807129
	Iteration 12Q: 3 clusters Score -207722.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -207767.640625 Penalty: 1577.807129
	Iteration 13Q: 3 clusters Score -207767.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -207810.375000 Penalty: 1577.807129
	Iteration 14Q: 3 clusters Score -207810.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -207844.640625 Penalty: 1577.807129
	Iteration 15Q: 3 clusters Score -207844.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -207873.406250 Penalty: 1577.807129
	Iteration 16Q: 3 clusters Score -207873.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -207895.093750 Penalty: 1577.807129
	Iteration 17Q: 3 clusters Score -207895.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -207916.484375 Penalty: 1577.807129
	Iteration 18Q: 3 clusters Score -207916.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -207936.000000 Penalty: 1577.807129
	Iteration 19Q: 3 clusters Score -207936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -207955.015625 Penalty: 1577.807129
	Iteration 20F: 3 clusters Score -207955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -207965.765625 Penalty: 1577.807129
	Iteration 21Q: 3 clusters Score -207965.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -207970.656250 Penalty: 1577.807129
	Iteration 22Q: 3 clusters Score -207970.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -207972.906250 Penalty: 1577.807129
	Iteration 23Q: 3 clusters Score -207972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -207975.593750 Penalty: 1577.807129
	Iteration 24Q: 3 clusters Score -207975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -207977.343750 Penalty: 1577.807129
	Iteration 25Q: 3 clusters Score -207977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -207978.781250 Penalty: 1577.807129
	Iteration 26Q: 3 clusters Score -207978.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -207981.031250 Penalty: 1577.807129
	Iteration 27Q: 3 clusters Score -207981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -207981.750000 Penalty: 1577.807129
	Iteration 28Q: 3 clusters Score -207981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -207982.984375 Penalty: 1577.807129
	Iteration 29Q: 3 clusters Score -207983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -207983.437500 Penalty: 1577.807129
	Iteration 30Q: 3 clusters Score -207983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -207983.437500 Penalty: 1577.807129
	Iteration 31Q: 3 clusters Score -207983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -207984.562500 Penalty: 1577.807129
	Iteration 32Q: 3 clusters Score -207984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -207984.843750 Penalty: 1577.807129
	Iteration 33Q: 3 clusters Score -207984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -207985.156250 Penalty: 1577.807129
	Iteration 34Q: 3 clusters Score -207985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -207985.234375 Penalty: 1577.807129
	Iteration 35Q: 3 clusters Score -207985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -207985.437500 Penalty: 1577.807129
	Iteration 36Q: 3 clusters Score -207985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -207985.953125 Penalty: 1577.807129
	Iteration 37Q: 3 clusters Score -207986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -207986.265625 Penalty: 1577.807129
	Iteration 38Q: 3 clusters Score -207986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -207986.531250 Penalty: 1577.807129
	Iteration 39Q: 3 clusters Score -207986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -207986.703125 Penalty: 1577.807129
	Iteration 40F: 3 clusters Score -207986.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141962 members 
Entering Unmasked Estep 
Score: -7702343.500000 Penalty: 1127.014893
	Iteration 0F: 2 clusters Score -7702344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -7607021.500000 Penalty: 2254.029785
	Iteration 0F: 3 clusters Score -7607022 nChanged 68867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -7648842.500000 Penalty: 2254.029785
	Iteration 1F: 3 clusters Score -7648842 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -7651388.000000 Penalty: 2254.029785
	Iteration 2Q: 3 clusters Score -7651388 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -7655451.000000 Penalty: 2254.029785
	Iteration 3F: 3 clusters Score -7655451 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -7660853.500000 Penalty: 2254.029785
	Iteration 4F: 3 clusters Score -7660854 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -7666049.500000 Penalty: 2254.029785
	Iteration 5F: 3 clusters Score -7666050 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -7669857.500000 Penalty: 2254.029785
	Iteration 6F: 3 clusters Score -7669858 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -7672200.500000 Penalty: 2254.029785
	Iteration 7Q: 3 clusters Score -7672200 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -7673752.500000 Penalty: 2254.029785
	Iteration 8Q: 3 clusters Score -7673752 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -7675106.500000 Penalty: 2254.029785
	Iteration 9Q: 3 clusters Score -7675106 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -7676645.000000 Penalty: 2254.029785
	Iteration 10Q: 3 clusters Score -7676645 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -7678732.500000 Penalty: 2254.029785
	Iteration 11Q: 3 clusters Score -7678732 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110717 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -7681319.000000 Penalty: 2254.029785
	Iteration 12Q: 3 clusters Score -7681319 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116728 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -7684826.500000 Penalty: 2254.029785
	Iteration 13Q: 3 clusters Score -7684826 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122978 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -7688924.500000 Penalty: 2254.029785
	Iteration 14Q: 3 clusters Score -7688924 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128656 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -7692925.000000 Penalty: 2254.029785
	Iteration 15Q: 3 clusters Score -7692925 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133255 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -7696271.500000 Penalty: 2254.029785
	Iteration 16Q: 3 clusters Score -7696272 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -7698678.000000 Penalty: 2254.029785
	Iteration 17Q: 3 clusters Score -7698678 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138544 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7700108.000000 Penalty: 2254.029785
	Iteration 18Q: 3 clusters Score -7700108 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139628 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7700857.500000 Penalty: 2254.029785
	Iteration 19Q: 3 clusters Score -7700858 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140212 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7701318.500000 Penalty: 2254.029785
	Iteration 20F: 3 clusters Score -7701318 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140528 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7701653.500000 Penalty: 2254.029785
	Iteration 21Q: 3 clusters Score -7701654 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140664 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7701820.000000 Penalty: 2254.029785
	Iteration 22Q: 3 clusters Score -7701820 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7701967.500000 Penalty: 2254.029785
	Iteration 23Q: 3 clusters Score -7701968 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140690 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7702105.500000 Penalty: 2254.029785
	Iteration 24Q: 3 clusters Score -7702106 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140643 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7702181.500000 Penalty: 2254.029785
	Iteration 25Q: 3 clusters Score -7702182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140601 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7702212.000000 Penalty: 2254.029785
	Iteration 26Q: 3 clusters Score -7702212 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140572 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7702242.000000 Penalty: 2254.029785
	Iteration 27Q: 3 clusters Score -7702242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140540 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7702260.500000 Penalty: 2254.029785
	Iteration 28Q: 3 clusters Score -7702260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140506 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7702278.000000 Penalty: 2254.029785
	Iteration 29Q: 3 clusters Score -7702278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140482 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7702280.000000 Penalty: 2254.029785
	Iteration 30Q: 3 clusters Score -7702280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140467 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7702288.500000 Penalty: 2254.029785
	Iteration 31Q: 3 clusters Score -7702288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140458 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7702292.500000 Penalty: 2254.029785
	Iteration 32Q: 3 clusters Score -7702292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140448 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7702300.000000 Penalty: 2254.029785
	Iteration 33Q: 3 clusters Score -7702300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140440 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7702301.500000 Penalty: 2254.029785
	Iteration 34Q: 3 clusters Score -7702302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140431 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7702303.000000 Penalty: 2254.029785
	Iteration 35Q: 3 clusters Score -7702303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140424 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7702298.500000 Penalty: 2254.029785
	Iteration 36Q: 3 clusters Score -7702298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140418 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7702312.500000 Penalty: 2254.029785
	Iteration 37Q: 3 clusters Score -7702312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140406 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7702304.000000 Penalty: 2254.029785
	Iteration 38Q: 3 clusters Score -7702304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140404 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7702305.000000 Penalty: 2254.029785
	Iteration 39Q: 3 clusters Score -7702305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7702303.500000 Penalty: 2254.029785
	Iteration 40F: 3 clusters Score -7702304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7702296.000000 Penalty: 2254.029785
	Iteration 41Q: 3 clusters Score -7702296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140404 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7702298.500000 Penalty: 2254.029785
	Iteration 42Q: 3 clusters Score -7702298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7702303.000000 Penalty: 2254.029785
	Iteration 43Q: 3 clusters Score -7702303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7702311.000000 Penalty: 2254.029785
	Iteration 44Q: 3 clusters Score -7702311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7702306.000000 Penalty: 2254.029785
	Iteration 45Q: 3 clusters Score -7702306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140408 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7702310.000000 Penalty: 2254.029785
	Iteration 46Q: 3 clusters Score -7702310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140409 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7702307.500000 Penalty: 2254.029785
	Iteration 47Q: 3 clusters Score -7702308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140408 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7702310.000000 Penalty: 2254.029785
	Iteration 48Q: 3 clusters Score -7702310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140410 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7702318.000000 Penalty: 2254.029785
	Iteration 49Q: 3 clusters Score -7702318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140409 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7702322.500000 Penalty: 2254.029785
	Iteration 50Q: 3 clusters Score -7702322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140409 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7702321.500000 Penalty: 2254.029785
	Iteration 51Q: 3 clusters Score -7702322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140407 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7702327.000000 Penalty: 2254.029785
	Iteration 52Q: 3 clusters Score -7702327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140409 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7702330.500000 Penalty: 2254.029785
	Iteration 53Q: 3 clusters Score -7702330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140408 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7702335.000000 Penalty: 2254.029785
	Iteration 54Q: 3 clusters Score -7702335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140407 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7702334.000000 Penalty: 2254.029785
	Iteration 55Q: 3 clusters Score -7702334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7702324.500000 Penalty: 2254.029785
	Iteration 56Q: 3 clusters Score -7702324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7702324.500000 Penalty: 2254.029785
	Iteration 57F: 3 clusters Score -7702324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -185291.421875 Penalty: 783.211731
	Iteration 0F: 2 clusters Score -185291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -182447.765625 Penalty: 1566.423462
	Iteration 0F: 3 clusters Score -182447.8 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -183470.015625 Penalty: 1566.423462
	Iteration 1F: 3 clusters Score -183470 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -183729.234375 Penalty: 1566.423462
	Iteration 2F: 3 clusters Score -183729.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -183949.750000 Penalty: 1566.423462
	Iteration 3F: 3 clusters Score -183949.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -184127.484375 Penalty: 1566.423462
	Iteration 4F: 3 clusters Score -184127.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -184297.468750 Penalty: 1566.423462
	Iteration 5F: 3 clusters Score -184297.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -184410.390625 Penalty: 1566.423462
	Iteration 6F: 3 clusters Score -184410.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -184486.750000 Penalty: 1566.423462
	Iteration 7Q: 3 clusters Score -184486.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -184543.609375 Penalty: 1566.423462
	Iteration 8Q: 3 clusters Score -184543.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -184588.671875 Penalty: 1566.423462
	Iteration 9Q: 3 clusters Score -184588.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -184637.984375 Penalty: 1566.423462
	Iteration 10Q: 3 clusters Score -184638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -184670.375000 Penalty: 1566.423462
	Iteration 11Q: 3 clusters Score -184670.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -184698.609375 Penalty: 1566.423462
	Iteration 12Q: 3 clusters Score -184698.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -184725.312500 Penalty: 1566.423462
	Iteration 13Q: 3 clusters Score -184725.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -184743.078125 Penalty: 1566.423462
	Iteration 14Q: 3 clusters Score -184743.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -184756.781250 Penalty: 1566.423462
	Iteration 15Q: 3 clusters Score -184756.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -184768.718750 Penalty: 1566.423462
	Iteration 16Q: 3 clusters Score -184768.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -184778.468750 Penalty: 1566.423462
	Iteration 17Q: 3 clusters Score -184778.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -184785.328125 Penalty: 1566.423462
	Iteration 18Q: 3 clusters Score -184785.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -184792.468750 Penalty: 1566.423462
	Iteration 19Q: 3 clusters Score -184792.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -184799.390625 Penalty: 1566.423462
	Iteration 20F: 3 clusters Score -184799.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -184805.593750 Penalty: 1566.423462
	Iteration 21Q: 3 clusters Score -184805.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -184813.875000 Penalty: 1566.423462
	Iteration 22Q: 3 clusters Score -184813.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -184819.500000 Penalty: 1566.423462
	Iteration 23Q: 3 clusters Score -184819.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -184823.500000 Penalty: 1566.423462
	Iteration 24Q: 3 clusters Score -184823.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -184826.796875 Penalty: 1566.423462
	Iteration 25Q: 3 clusters Score -184826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -184828.031250 Penalty: 1566.423462
	Iteration 26Q: 3 clusters Score -184828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -184829.046875 Penalty: 1566.423462
	Iteration 27Q: 3 clusters Score -184829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -184829.843750 Penalty: 1566.423462
	Iteration 28Q: 3 clusters Score -184829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -184830.171875 Penalty: 1566.423462
	Iteration 29Q: 3 clusters Score -184830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -184831.171875 Penalty: 1566.423462
	Iteration 30Q: 3 clusters Score -184831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -184831.875000 Penalty: 1566.423462
	Iteration 31Q: 3 clusters Score -184831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -184832.703125 Penalty: 1566.423462
	Iteration 32Q: 3 clusters Score -184832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -184833.453125 Penalty: 1566.423462
	Iteration 33Q: 3 clusters Score -184833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -184834.750000 Penalty: 1566.423462
	Iteration 34Q: 3 clusters Score -184834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -184835.000000 Penalty: 1566.423462
	Iteration 35Q: 3 clusters Score -184835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -184835.421875 Penalty: 1566.423462
	Iteration 36Q: 3 clusters Score -184835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -184835.812500 Penalty: 1566.423462
	Iteration 37Q: 3 clusters Score -184835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -184836.078125 Penalty: 1566.423462
	Iteration 38Q: 3 clusters Score -184836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -184836.343750 Penalty: 1566.423462
	Iteration 39Q: 3 clusters Score -184836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -184836.734375 Penalty: 1566.423462
	Iteration 40F: 3 clusters Score -184836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -184836.906250 Penalty: 1566.423462
	Iteration 41Q: 3 clusters Score -184836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -184837.781250 Penalty: 1566.423462
	Iteration 42Q: 3 clusters Score -184837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -184837.890625 Penalty: 1566.423462
	Iteration 43Q: 3 clusters Score -184837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -184838.265625 Penalty: 1566.423462
	Iteration 44Q: 3 clusters Score -184838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -184838.578125 Penalty: 1566.423462
	Iteration 45Q: 3 clusters Score -184838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -184839.125000 Penalty: 1566.423462
	Iteration 46Q: 3 clusters Score -184839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -184839.390625 Penalty: 1566.423462
	Iteration 47Q: 3 clusters Score -184839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -184839.546875 Penalty: 1566.423462
	Iteration 48Q: 3 clusters Score -184839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -184839.687500 Penalty: 1566.423462
	Iteration 49Q: 3 clusters Score -184839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -184839.687500 Penalty: 1566.423462
	Iteration 50F: 3 clusters Score -184839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Entering Unmasked Estep 
Score: -710320.687500 Penalty: 901.198914
	Iteration 0F: 2 clusters Score -710320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -701400.937500 Penalty: 1802.397827
	Iteration 0F: 3 clusters Score -701400.9 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -704839.625000 Penalty: 1802.397827
	Iteration 1F: 3 clusters Score -704839.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -705128.812500 Penalty: 1802.397827
	Iteration 2F: 3 clusters Score -705128.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -705404.500000 Penalty: 1802.397827
	Iteration 3F: 3 clusters Score -705404.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -705643.437500 Penalty: 1802.397827
	Iteration 4Q: 3 clusters Score -705643.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -705876.437500 Penalty: 1802.397827
	Iteration 5Q: 3 clusters Score -705876.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -706080.625000 Penalty: 1802.397827
	Iteration 6Q: 3 clusters Score -706080.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -706302.750000 Penalty: 1802.397827
	Iteration 7Q: 3 clusters Score -706302.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -706586.812500 Penalty: 1802.397827
	Iteration 8Q: 3 clusters Score -706586.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -706907.625000 Penalty: 1802.397827
	Iteration 9Q: 3 clusters Score -706907.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -707195.125000 Penalty: 1802.397827
	Iteration 10Q: 3 clusters Score -707195.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -707430.375000 Penalty: 1802.397827
	Iteration 11Q: 3 clusters Score -707430.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -707600.437500 Penalty: 1802.397827
	Iteration 12Q: 3 clusters Score -707600.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -707736.250000 Penalty: 1802.397827
	Iteration 13Q: 3 clusters Score -707736.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -707827.437500 Penalty: 1802.397827
	Iteration 14Q: 3 clusters Score -707827.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -707889.687500 Penalty: 1802.397827
	Iteration 15Q: 3 clusters Score -707889.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -707938.437500 Penalty: 1802.397827
	Iteration 16Q: 3 clusters Score -707938.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -707968.562500 Penalty: 1802.397827
	Iteration 17Q: 3 clusters Score -707968.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -707994.375000 Penalty: 1802.397827
	Iteration 18Q: 3 clusters Score -707994.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -708017.187500 Penalty: 1802.397827
	Iteration 19Q: 3 clusters Score -708017.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -708043.312500 Penalty: 1802.397827
	Iteration 20F: 3 clusters Score -708043.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -708068.312500 Penalty: 1802.397827
	Iteration 21Q: 3 clusters Score -708068.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -708096.125000 Penalty: 1802.397827
	Iteration 22Q: 3 clusters Score -708096.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -708125.062500 Penalty: 1802.397827
	Iteration 23Q: 3 clusters Score -708125.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -708189.000000 Penalty: 1802.397827
	Iteration 24Q: 3 clusters Score -708189 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -708263.875000 Penalty: 1802.397827
	Iteration 25Q: 3 clusters Score -708263.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -708344.312500 Penalty: 1802.397827
	Iteration 26Q: 3 clusters Score -708344.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -708430.250000 Penalty: 1802.397827
	Iteration 27Q: 3 clusters Score -708430.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -708505.812500 Penalty: 1802.397827
	Iteration 28Q: 3 clusters Score -708505.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -708570.437500 Penalty: 1802.397827
	Iteration 29Q: 3 clusters Score -708570.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -708638.250000 Penalty: 1802.397827
	Iteration 30Q: 3 clusters Score -708638.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -708692.500000 Penalty: 1802.397827
	Iteration 31Q: 3 clusters Score -708692.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -708754.312500 Penalty: 1802.397827
	Iteration 32Q: 3 clusters Score -708754.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -708820.125000 Penalty: 1802.397827
	Iteration 33Q: 3 clusters Score -708820.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -708873.375000 Penalty: 1802.397827
	Iteration 34Q: 3 clusters Score -708873.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -708924.812500 Penalty: 1802.397827
	Iteration 35Q: 3 clusters Score -708924.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -708982.312500 Penalty: 1802.397827
	Iteration 36Q: 3 clusters Score -708982.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -709042.187500 Penalty: 1802.397827
	Iteration 37Q: 3 clusters Score -709042.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -709088.062500 Penalty: 1802.397827
	Iteration 38Q: 3 clusters Score -709088.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -709128.625000 Penalty: 1802.397827
	Iteration 39Q: 3 clusters Score -709128.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -709158.250000 Penalty: 1802.397827
	Iteration 40F: 3 clusters Score -709158.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -709184.875000 Penalty: 1802.397827
	Iteration 41Q: 3 clusters Score -709184.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -709216.187500 Penalty: 1802.397827
	Iteration 42Q: 3 clusters Score -709216.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -709245.625000 Penalty: 1802.397827
	Iteration 43Q: 3 clusters Score -709245.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -709271.812500 Penalty: 1802.397827
	Iteration 44Q: 3 clusters Score -709271.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -709289.062500 Penalty: 1802.397827
	Iteration 45Q: 3 clusters Score -709289.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -709302.562500 Penalty: 1802.397827
	Iteration 46Q: 3 clusters Score -709302.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -709313.250000 Penalty: 1802.397827
	Iteration 47Q: 3 clusters Score -709313.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -709325.250000 Penalty: 1802.397827
	Iteration 48Q: 3 clusters Score -709325.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -709335.812500 Penalty: 1802.397827
	Iteration 49Q: 3 clusters Score -709335.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -709343.187500 Penalty: 1802.397827
	Iteration 50Q: 3 clusters Score -709343.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -709356.187500 Penalty: 1802.397827
	Iteration 51Q: 3 clusters Score -709356.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -709367.437500 Penalty: 1802.397827
	Iteration 52Q: 3 clusters Score -709367.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -709378.250000 Penalty: 1802.397827
	Iteration 53Q: 3 clusters Score -709378.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -709385.750000 Penalty: 1802.397827
	Iteration 54Q: 3 clusters Score -709385.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -709392.375000 Penalty: 1802.397827
	Iteration 55Q: 3 clusters Score -709392.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -709401.812500 Penalty: 1802.397827
	Iteration 56Q: 3 clusters Score -709401.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -709411.125000 Penalty: 1802.397827
	Iteration 57Q: 3 clusters Score -709411.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -709426.937500 Penalty: 1802.397827
	Iteration 58Q: 3 clusters Score -709426.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -709446.375000 Penalty: 1802.397827
	Iteration 59Q: 3 clusters Score -709446.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -709461.500000 Penalty: 1802.397827
	Iteration 60F: 3 clusters Score -709461.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -709476.812500 Penalty: 1802.397827
	Iteration 61Q: 3 clusters Score -709476.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -709496.875000 Penalty: 1802.397827
	Iteration 62Q: 3 clusters Score -709496.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -709511.125000 Penalty: 1802.397827
	Iteration 63Q: 3 clusters Score -709511.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -709525.500000 Penalty: 1802.397827
	Iteration 64Q: 3 clusters Score -709525.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -709532.250000 Penalty: 1802.397827
	Iteration 65Q: 3 clusters Score -709532.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -709542.312500 Penalty: 1802.397827
	Iteration 66Q: 3 clusters Score -709542.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -709547.312500 Penalty: 1802.397827
	Iteration 67Q: 3 clusters Score -709547.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -709549.937500 Penalty: 1802.397827
	Iteration 68Q: 3 clusters Score -709549.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -709551.875000 Penalty: 1802.397827
	Iteration 69Q: 3 clusters Score -709551.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -709554.812500 Penalty: 1802.397827
	Iteration 70Q: 3 clusters Score -709554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -709558.437500 Penalty: 1802.397827
	Iteration 71Q: 3 clusters Score -709558.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -709561.875000 Penalty: 1802.397827
	Iteration 72Q: 3 clusters Score -709561.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -709566.437500 Penalty: 1802.397827
	Iteration 73Q: 3 clusters Score -709566.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -709570.625000 Penalty: 1802.397827
	Iteration 74Q: 3 clusters Score -709570.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -709573.062500 Penalty: 1802.397827
	Iteration 75Q: 3 clusters Score -709573.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -709574.500000 Penalty: 1802.397827
	Iteration 76Q: 3 clusters Score -709574.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -709575.687500 Penalty: 1802.397827
	Iteration 77Q: 3 clusters Score -709575.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -709579.812500 Penalty: 1802.397827
	Iteration 78Q: 3 clusters Score -709579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -709579.500000 Penalty: 1802.397827
	Iteration 79Q: 3 clusters Score -709579.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -709579.750000 Penalty: 1802.397827
	Iteration 80F: 3 clusters Score -709579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -709579.000000 Penalty: 1802.397827
	Iteration 81Q: 3 clusters Score -709579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -709580.875000 Penalty: 1802.397827
	Iteration 82Q: 3 clusters Score -709580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -709581.375000 Penalty: 1802.397827
	Iteration 83Q: 3 clusters Score -709581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -709581.437500 Penalty: 1802.397827
	Iteration 84Q: 3 clusters Score -709581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -709581.187500 Penalty: 1802.397827
	Iteration 85Q: 3 clusters Score -709581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -709582.250000 Penalty: 1802.397827
	Iteration 86Q: 3 clusters Score -709582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -709582.312500 Penalty: 1802.397827
	Iteration 87Q: 3 clusters Score -709582.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -709583.125000 Penalty: 1802.397827
	Iteration 88Q: 3 clusters Score -709583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -709584.750000 Penalty: 1802.397827
	Iteration 89Q: 3 clusters Score -709584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -709585.187500 Penalty: 1802.397827
	Iteration 90Q: 3 clusters Score -709585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -709585.750000 Penalty: 1802.397827
	Iteration 91Q: 3 clusters Score -709585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -709584.500000 Penalty: 1802.397827
	Iteration 92Q: 3 clusters Score -709584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -709584.500000 Penalty: 1802.397827
	Iteration 93F: 3 clusters Score -709584.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -345295.062500 Penalty: 833.191711
	Iteration 0F: 2 clusters Score -345295.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -340813.093750 Penalty: 1666.383423
	Iteration 0F: 3 clusters Score -340813.1 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -342364.531250 Penalty: 1666.383423
	Iteration 1F: 3 clusters Score -342364.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -342613.937500 Penalty: 1666.383423
	Iteration 2F: 3 clusters Score -342613.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -342843.750000 Penalty: 1666.383423
	Iteration 3F: 3 clusters Score -342843.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -343064.625000 Penalty: 1666.383423
	Iteration 4F: 3 clusters Score -343064.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -343261.625000 Penalty: 1666.383423
	Iteration 5F: 3 clusters Score -343261.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -343449.093750 Penalty: 1666.383423
	Iteration 6Q: 3 clusters Score -343449.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -343661.875000 Penalty: 1666.383423
	Iteration 7Q: 3 clusters Score -343661.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -343883.406250 Penalty: 1666.383423
	Iteration 8Q: 3 clusters Score -343883.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -344093.312500 Penalty: 1666.383423
	Iteration 9Q: 3 clusters Score -344093.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -344256.468750 Penalty: 1666.383423
	Iteration 10Q: 3 clusters Score -344256.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -344381.375000 Penalty: 1666.383423
	Iteration 11Q: 3 clusters Score -344381.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -344476.093750 Penalty: 1666.383423
	Iteration 12Q: 3 clusters Score -344476.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -344541.812500 Penalty: 1666.383423
	Iteration 13Q: 3 clusters Score -344541.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -344602.031250 Penalty: 1666.383423
	Iteration 14Q: 3 clusters Score -344602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -344653.593750 Penalty: 1666.383423
	Iteration 15Q: 3 clusters Score -344653.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -344688.843750 Penalty: 1666.383423
	Iteration 16Q: 3 clusters Score -344688.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -344721.281250 Penalty: 1666.383423
	Iteration 17Q: 3 clusters Score -344721.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -344746.000000 Penalty: 1666.383423
	Iteration 18Q: 3 clusters Score -344746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -344764.718750 Penalty: 1666.383423
	Iteration 19Q: 3 clusters Score -344764.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -344778.625000 Penalty: 1666.383423
	Iteration 20F: 3 clusters Score -344778.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -344786.468750 Penalty: 1666.383423
	Iteration 21Q: 3 clusters Score -344786.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -344794.062500 Penalty: 1666.383423
	Iteration 22Q: 3 clusters Score -344794.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -344798.218750 Penalty: 1666.383423
	Iteration 23Q: 3 clusters Score -344798.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -344801.406250 Penalty: 1666.383423
	Iteration 24Q: 3 clusters Score -344801.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -344803.468750 Penalty: 1666.383423
	Iteration 25Q: 3 clusters Score -344803.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -344806.656250 Penalty: 1666.383423
	Iteration 26Q: 3 clusters Score -344806.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -344809.312500 Penalty: 1666.383423
	Iteration 27Q: 3 clusters Score -344809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -344811.062500 Penalty: 1666.383423
	Iteration 28Q: 3 clusters Score -344811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -344811.218750 Penalty: 1666.383423
	Iteration 29Q: 3 clusters Score -344811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -344811.968750 Penalty: 1666.383423
	Iteration 30Q: 3 clusters Score -344812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -344812.000000 Penalty: 1666.383423
	Iteration 31Q: 3 clusters Score -344812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -344812.593750 Penalty: 1666.383423
	Iteration 32Q: 3 clusters Score -344812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -344811.625000 Penalty: 1666.383423
	Iteration 33Q: 3 clusters Score -344811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -344811.625000 Penalty: 1666.383423
	Iteration 34F: 3 clusters Score -344811.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Entering Unmasked Estep 
Score: -1187482.000000 Penalty: 944.030640
	Iteration 0F: 2 clusters Score -1187482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1173731.125000 Penalty: 1888.061279
	Iteration 0F: 3 clusters Score -1173731 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1178985.125000 Penalty: 1888.061279
	Iteration 1F: 3 clusters Score -1178985 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1179245.125000 Penalty: 1888.061279
	Iteration 2Q: 3 clusters Score -1179245 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1179560.875000 Penalty: 1888.061279
	Iteration 3Q: 3 clusters Score -1179561 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1179893.500000 Penalty: 1888.061279
	Iteration 4Q: 3 clusters Score -1179894 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1180312.000000 Penalty: 1888.061279
	Iteration 5Q: 3 clusters Score -1180312 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1180934.125000 Penalty: 1888.061279
	Iteration 6F: 3 clusters Score -1180934 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1181867.000000 Penalty: 1888.061279
	Iteration 7F: 3 clusters Score -1181867 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1183053.375000 Penalty: 1888.061279
	Iteration 8F: 3 clusters Score -1183053 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1184156.250000 Penalty: 1888.061279
	Iteration 9F: 3 clusters Score -1184156 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1184934.500000 Penalty: 1888.061279
	Iteration 10Q: 3 clusters Score -1184934 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1185372.375000 Penalty: 1888.061279
	Iteration 11Q: 3 clusters Score -1185372 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1185644.875000 Penalty: 1888.061279
	Iteration 12Q: 3 clusters Score -1185645 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1185814.875000 Penalty: 1888.061279
	Iteration 13Q: 3 clusters Score -1185815 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1185935.625000 Penalty: 1888.061279
	Iteration 14Q: 3 clusters Score -1185936 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1186015.375000 Penalty: 1888.061279
	Iteration 15Q: 3 clusters Score -1186015 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1186080.125000 Penalty: 1888.061279
	Iteration 16Q: 3 clusters Score -1186080 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1186121.000000 Penalty: 1888.061279
	Iteration 17Q: 3 clusters Score -1186121 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1186166.875000 Penalty: 1888.061279
	Iteration 18Q: 3 clusters Score -1186167 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1186210.375000 Penalty: 1888.061279
	Iteration 19Q: 3 clusters Score -1186210 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1186243.250000 Penalty: 1888.061279
	Iteration 20F: 3 clusters Score -1186243 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1186274.750000 Penalty: 1888.061279
	Iteration 21Q: 3 clusters Score -1186275 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1186296.375000 Penalty: 1888.061279
	Iteration 22Q: 3 clusters Score -1186296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1186316.125000 Penalty: 1888.061279
	Iteration 23Q: 3 clusters Score -1186316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1186329.625000 Penalty: 1888.061279
	Iteration 24Q: 3 clusters Score -1186330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1186341.125000 Penalty: 1888.061279
	Iteration 25Q: 3 clusters Score -1186341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1186359.000000 Penalty: 1888.061279
	Iteration 26Q: 3 clusters Score -1186359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1186363.500000 Penalty: 1888.061279
	Iteration 27Q: 3 clusters Score -1186364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1186379.000000 Penalty: 1888.061279
	Iteration 28Q: 3 clusters Score -1186379 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1186386.250000 Penalty: 1888.061279
	Iteration 29Q: 3 clusters Score -1186386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1186401.125000 Penalty: 1888.061279
	Iteration 30Q: 3 clusters Score -1186401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1186411.250000 Penalty: 1888.061279
	Iteration 31Q: 3 clusters Score -1186411 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1186424.125000 Penalty: 1888.061279
	Iteration 32Q: 3 clusters Score -1186424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1186434.000000 Penalty: 1888.061279
	Iteration 33Q: 3 clusters Score -1186434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1186437.500000 Penalty: 1888.061279
	Iteration 34Q: 3 clusters Score -1186438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1186440.125000 Penalty: 1888.061279
	Iteration 35Q: 3 clusters Score -1186440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1186444.875000 Penalty: 1888.061279
	Iteration 36Q: 3 clusters Score -1186445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1186451.625000 Penalty: 1888.061279
	Iteration 37Q: 3 clusters Score -1186452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1186453.750000 Penalty: 1888.061279
	Iteration 38Q: 3 clusters Score -1186454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1186457.375000 Penalty: 1888.061279
	Iteration 39Q: 3 clusters Score -1186457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1186456.500000 Penalty: 1888.061279
	Iteration 40F: 3 clusters Score -1186456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1186458.000000 Penalty: 1888.061279
	Iteration 41Q: 3 clusters Score -1186458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1186461.375000 Penalty: 1888.061279
	Iteration 42Q: 3 clusters Score -1186461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1186465.500000 Penalty: 1888.061279
	Iteration 43Q: 3 clusters Score -1186466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1186470.125000 Penalty: 1888.061279
	Iteration 44Q: 3 clusters Score -1186470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1186469.750000 Penalty: 1888.061279
	Iteration 45Q: 3 clusters Score -1186470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1186475.250000 Penalty: 1888.061279
	Iteration 46Q: 3 clusters Score -1186475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1186483.625000 Penalty: 1888.061279
	Iteration 47Q: 3 clusters Score -1186484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1186492.750000 Penalty: 1888.061279
	Iteration 48Q: 3 clusters Score -1186493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1186498.375000 Penalty: 1888.061279
	Iteration 49Q: 3 clusters Score -1186498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1186505.250000 Penalty: 1888.061279
	Iteration 50Q: 3 clusters Score -1186505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1186511.000000 Penalty: 1888.061279
	Iteration 51Q: 3 clusters Score -1186511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1186515.625000 Penalty: 1888.061279
	Iteration 52Q: 3 clusters Score -1186516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1186518.875000 Penalty: 1888.061279
	Iteration 53Q: 3 clusters Score -1186519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1186522.250000 Penalty: 1888.061279
	Iteration 54Q: 3 clusters Score -1186522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1186527.875000 Penalty: 1888.061279
	Iteration 55Q: 3 clusters Score -1186528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1186533.500000 Penalty: 1888.061279
	Iteration 56Q: 3 clusters Score -1186534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1186537.750000 Penalty: 1888.061279
	Iteration 57Q: 3 clusters Score -1186538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1186540.750000 Penalty: 1888.061279
	Iteration 58Q: 3 clusters Score -1186541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1186545.750000 Penalty: 1888.061279
	Iteration 59Q: 3 clusters Score -1186546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1186546.750000 Penalty: 1888.061279
	Iteration 60F: 3 clusters Score -1186547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1186550.875000 Penalty: 1888.061279
	Iteration 61Q: 3 clusters Score -1186551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1186552.500000 Penalty: 1888.061279
	Iteration 62Q: 3 clusters Score -1186552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1186554.875000 Penalty: 1888.061279
	Iteration 63Q: 3 clusters Score -1186555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1186558.250000 Penalty: 1888.061279
	Iteration 64Q: 3 clusters Score -1186558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1186563.750000 Penalty: 1888.061279
	Iteration 65Q: 3 clusters Score -1186564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1186566.875000 Penalty: 1888.061279
	Iteration 66Q: 3 clusters Score -1186567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1186571.250000 Penalty: 1888.061279
	Iteration 67Q: 3 clusters Score -1186571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1186570.000000 Penalty: 1888.061279
	Iteration 68Q: 3 clusters Score -1186570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1186574.000000 Penalty: 1888.061279
	Iteration 69Q: 3 clusters Score -1186574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1186577.375000 Penalty: 1888.061279
	Iteration 70Q: 3 clusters Score -1186577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1186578.625000 Penalty: 1888.061279
	Iteration 71Q: 3 clusters Score -1186579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1186585.125000 Penalty: 1888.061279
	Iteration 72Q: 3 clusters Score -1186585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1186591.500000 Penalty: 1888.061279
	Iteration 73Q: 3 clusters Score -1186592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1186596.625000 Penalty: 1888.061279
	Iteration 74Q: 3 clusters Score -1186597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1186602.750000 Penalty: 1888.061279
	Iteration 75Q: 3 clusters Score -1186603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1186604.625000 Penalty: 1888.061279
	Iteration 76Q: 3 clusters Score -1186605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1186608.125000 Penalty: 1888.061279
	Iteration 77Q: 3 clusters Score -1186608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1186611.250000 Penalty: 1888.061279
	Iteration 78Q: 3 clusters Score -1186611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1186613.500000 Penalty: 1888.061279
	Iteration 79Q: 3 clusters Score -1186614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1186618.625000 Penalty: 1888.061279
	Iteration 80F: 3 clusters Score -1186619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1186618.875000 Penalty: 1888.061279
	Iteration 81Q: 3 clusters Score -1186619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1186619.375000 Penalty: 1888.061279
	Iteration 82Q: 3 clusters Score -1186619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1186622.125000 Penalty: 1888.061279
	Iteration 83Q: 3 clusters Score -1186622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1186624.500000 Penalty: 1888.061279
	Iteration 84Q: 3 clusters Score -1186624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1186625.500000 Penalty: 1888.061279
	Iteration 85Q: 3 clusters Score -1186626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1186625.375000 Penalty: 1888.061279
	Iteration 86Q: 3 clusters Score -1186625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1186626.750000 Penalty: 1888.061279
	Iteration 87Q: 3 clusters Score -1186627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1186628.625000 Penalty: 1888.061279
	Iteration 88Q: 3 clusters Score -1186629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1186629.875000 Penalty: 1888.061279
	Iteration 89Q: 3 clusters Score -1186630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1186632.000000 Penalty: 1888.061279
	Iteration 90Q: 3 clusters Score -1186632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1186633.000000 Penalty: 1888.061279
	Iteration 91Q: 3 clusters Score -1186633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1186635.250000 Penalty: 1888.061279
	Iteration 92Q: 3 clusters Score -1186635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1186637.875000 Penalty: 1888.061279
	Iteration 93Q: 3 clusters Score -1186638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1186639.000000 Penalty: 1888.061279
	Iteration 94Q: 3 clusters Score -1186639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1186641.875000 Penalty: 1888.061279
	Iteration 95Q: 3 clusters Score -1186642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1186645.375000 Penalty: 1888.061279
	Iteration 96Q: 3 clusters Score -1186645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1186646.125000 Penalty: 1888.061279
	Iteration 97Q: 3 clusters Score -1186646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1186648.250000 Penalty: 1888.061279
	Iteration 98Q: 3 clusters Score -1186648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1186654.500000 Penalty: 1888.061279
	Iteration 99Q: 3 clusters Score -1186654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1186655.125000 Penalty: 1888.061279
	Iteration 100F: 3 clusters Score -1186655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1186661.125000 Penalty: 1888.061279
	Iteration 101Q: 3 clusters Score -1186661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1186663.750000 Penalty: 1888.061279
	Iteration 102Q: 3 clusters Score -1186664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1186668.625000 Penalty: 1888.061279
	Iteration 103Q: 3 clusters Score -1186669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1186669.875000 Penalty: 1888.061279
	Iteration 104Q: 3 clusters Score -1186670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1186673.625000 Penalty: 1888.061279
	Iteration 105Q: 3 clusters Score -1186674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1186673.250000 Penalty: 1888.061279
	Iteration 106Q: 3 clusters Score -1186673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1186675.625000 Penalty: 1888.061279
	Iteration 107Q: 3 clusters Score -1186676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1186673.750000 Penalty: 1888.061279
	Iteration 108Q: 3 clusters Score -1186674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1186673.000000 Penalty: 1888.061279
	Iteration 109Q: 3 clusters Score -1186673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1186672.750000 Penalty: 1888.061279
	Iteration 110Q: 3 clusters Score -1186673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1186674.625000 Penalty: 1888.061279
	Iteration 111Q: 3 clusters Score -1186675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1186674.625000 Penalty: 1888.061279
	Iteration 112F: 3 clusters Score -1186675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Entering Unmasked Estep 
Score: -2174675.250000 Penalty: 1014.515747
	Iteration 0F: 2 clusters Score -2174675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2145672.750000 Penalty: 2029.031494
	Iteration 0F: 3 clusters Score -2145673 nChanged 20565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2157569.000000 Penalty: 2029.031494
	Iteration 1F: 3 clusters Score -2157569 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2158192.750000 Penalty: 2029.031494
	Iteration 2Q: 3 clusters Score -2158193 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2158966.500000 Penalty: 2029.031494
	Iteration 3Q: 3 clusters Score -2158966 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2159933.250000 Penalty: 2029.031494
	Iteration 4Q: 3 clusters Score -2159933 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2161162.500000 Penalty: 2029.031494
	Iteration 5F: 3 clusters Score -2161162 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2162557.500000 Penalty: 2029.031494
	Iteration 6F: 3 clusters Score -2162558 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2164138.250000 Penalty: 2029.031494
	Iteration 7F: 3 clusters Score -2164138 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2165772.000000 Penalty: 2029.031494
	Iteration 8F: 3 clusters Score -2165772 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2167184.250000 Penalty: 2029.031494
	Iteration 9Q: 3 clusters Score -2167184 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2168033.250000 Penalty: 2029.031494
	Iteration 10Q: 3 clusters Score -2168033 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2168467.250000 Penalty: 2029.031494
	Iteration 11Q: 3 clusters Score -2168467 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2168708.500000 Penalty: 2029.031494
	Iteration 12Q: 3 clusters Score -2168708 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2168855.500000 Penalty: 2029.031494
	Iteration 13Q: 3 clusters Score -2168856 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2169005.000000 Penalty: 2029.031494
	Iteration 14Q: 3 clusters Score -2169005 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2169108.750000 Penalty: 2029.031494
	Iteration 15Q: 3 clusters Score -2169109 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2169193.250000 Penalty: 2029.031494
	Iteration 16Q: 3 clusters Score -2169193 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2169284.500000 Penalty: 2029.031494
	Iteration 17Q: 3 clusters Score -2169284 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2169393.750000 Penalty: 2029.031494
	Iteration 18Q: 3 clusters Score -2169394 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2169477.750000 Penalty: 2029.031494
	Iteration 19Q: 3 clusters Score -2169478 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2169548.000000 Penalty: 2029.031494
	Iteration 20F: 3 clusters Score -2169548 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2169607.000000 Penalty: 2029.031494
	Iteration 21Q: 3 clusters Score -2169607 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2169672.250000 Penalty: 2029.031494
	Iteration 22Q: 3 clusters Score -2169672 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2169733.000000 Penalty: 2029.031494
	Iteration 23Q: 3 clusters Score -2169733 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2169795.000000 Penalty: 2029.031494
	Iteration 24Q: 3 clusters Score -2169795 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2169842.500000 Penalty: 2029.031494
	Iteration 25Q: 3 clusters Score -2169842 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2169886.500000 Penalty: 2029.031494
	Iteration 26Q: 3 clusters Score -2169886 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2169933.000000 Penalty: 2029.031494
	Iteration 27Q: 3 clusters Score -2169933 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2169990.750000 Penalty: 2029.031494
	Iteration 28Q: 3 clusters Score -2169991 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2170045.250000 Penalty: 2029.031494
	Iteration 29Q: 3 clusters Score -2170045 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2170099.750000 Penalty: 2029.031494
	Iteration 30Q: 3 clusters Score -2170100 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2170161.750000 Penalty: 2029.031494
	Iteration 31Q: 3 clusters Score -2170162 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2170220.750000 Penalty: 2029.031494
	Iteration 32Q: 3 clusters Score -2170221 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2170294.750000 Penalty: 2029.031494
	Iteration 33Q: 3 clusters Score -2170295 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2170344.500000 Penalty: 2029.031494
	Iteration 34Q: 3 clusters Score -2170344 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2170415.500000 Penalty: 2029.031494
	Iteration 35Q: 3 clusters Score -2170416 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2170482.750000 Penalty: 2029.031494
	Iteration 36Q: 3 clusters Score -2170483 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2170574.000000 Penalty: 2029.031494
	Iteration 37Q: 3 clusters Score -2170574 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2170668.250000 Penalty: 2029.031494
	Iteration 38Q: 3 clusters Score -2170668 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2170806.000000 Penalty: 2029.031494
	Iteration 39Q: 3 clusters Score -2170806 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2170948.250000 Penalty: 2029.031494
	Iteration 40F: 3 clusters Score -2170948 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2171099.250000 Penalty: 2029.031494
	Iteration 41Q: 3 clusters Score -2171099 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2171286.250000 Penalty: 2029.031494
	Iteration 42Q: 3 clusters Score -2171286 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2171473.500000 Penalty: 2029.031494
	Iteration 43Q: 3 clusters Score -2171474 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2171681.500000 Penalty: 2029.031494
	Iteration 44Q: 3 clusters Score -2171682 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2171952.750000 Penalty: 2029.031494
	Iteration 45Q: 3 clusters Score -2171953 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2172241.500000 Penalty: 2029.031494
	Iteration 46Q: 3 clusters Score -2172242 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2172513.750000 Penalty: 2029.031494
	Iteration 47Q: 3 clusters Score -2172514 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2172765.250000 Penalty: 2029.031494
	Iteration 48Q: 3 clusters Score -2172765 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2172960.500000 Penalty: 2029.031494
	Iteration 49Q: 3 clusters Score -2172960 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2173106.500000 Penalty: 2029.031494
	Iteration 50Q: 3 clusters Score -2173106 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2173262.750000 Penalty: 2029.031494
	Iteration 51Q: 3 clusters Score -2173263 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2173388.000000 Penalty: 2029.031494
	Iteration 52Q: 3 clusters Score -2173388 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2173494.250000 Penalty: 2029.031494
	Iteration 53Q: 3 clusters Score -2173494 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2173580.000000 Penalty: 2029.031494
	Iteration 54Q: 3 clusters Score -2173580 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2173646.750000 Penalty: 2029.031494
	Iteration 55Q: 3 clusters Score -2173647 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2173698.750000 Penalty: 2029.031494
	Iteration 56Q: 3 clusters Score -2173699 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2173744.250000 Penalty: 2029.031494
	Iteration 57Q: 3 clusters Score -2173744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2173785.000000 Penalty: 2029.031494
	Iteration 58Q: 3 clusters Score -2173785 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2173821.250000 Penalty: 2029.031494
	Iteration 59Q: 3 clusters Score -2173821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2173842.750000 Penalty: 2029.031494
	Iteration 60F: 3 clusters Score -2173843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2173857.750000 Penalty: 2029.031494
	Iteration 61Q: 3 clusters Score -2173858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2173871.000000 Penalty: 2029.031494
	Iteration 62Q: 3 clusters Score -2173871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2173873.500000 Penalty: 2029.031494
	Iteration 63Q: 3 clusters Score -2173874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2173877.750000 Penalty: 2029.031494
	Iteration 64Q: 3 clusters Score -2173878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2173887.250000 Penalty: 2029.031494
	Iteration 65Q: 3 clusters Score -2173887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2173891.250000 Penalty: 2029.031494
	Iteration 66Q: 3 clusters Score -2173891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2173899.500000 Penalty: 2029.031494
	Iteration 67Q: 3 clusters Score -2173900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2173906.500000 Penalty: 2029.031494
	Iteration 68Q: 3 clusters Score -2173906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2173910.250000 Penalty: 2029.031494
	Iteration 69Q: 3 clusters Score -2173910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2173912.750000 Penalty: 2029.031494
	Iteration 70Q: 3 clusters Score -2173913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2173913.000000 Penalty: 2029.031494
	Iteration 71Q: 3 clusters Score -2173913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2173913.500000 Penalty: 2029.031494
	Iteration 72Q: 3 clusters Score -2173914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2173915.500000 Penalty: 2029.031494
	Iteration 73Q: 3 clusters Score -2173916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2173915.000000 Penalty: 2029.031494
	Iteration 74Q: 3 clusters Score -2173915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2173918.250000 Penalty: 2029.031494
	Iteration 75Q: 3 clusters Score -2173918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2173919.250000 Penalty: 2029.031494
	Iteration 76Q: 3 clusters Score -2173919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2173920.250000 Penalty: 2029.031494
	Iteration 77Q: 3 clusters Score -2173920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2173919.750000 Penalty: 2029.031494
	Iteration 78Q: 3 clusters Score -2173920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2173919.750000 Penalty: 2029.031494
	Iteration 79F: 3 clusters Score -2173920 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: -142687.328125 Penalty: 754.895081
	Iteration 0F: 2 clusters Score -142687.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -140415.437500 Penalty: 1509.790161
	Iteration 0F: 3 clusters Score -140415.4 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -141068.375000 Penalty: 1509.790161
	Iteration 1F: 3 clusters Score -141068.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -141173.890625 Penalty: 1509.790161
	Iteration 2F: 3 clusters Score -141173.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -141247.718750 Penalty: 1509.790161
	Iteration 3Q: 3 clusters Score -141247.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -141305.750000 Penalty: 1509.790161
	Iteration 4Q: 3 clusters Score -141305.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -141370.781250 Penalty: 1509.790161
	Iteration 5Q: 3 clusters Score -141370.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -141437.921875 Penalty: 1509.790161
	Iteration 6Q: 3 clusters Score -141437.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -141496.234375 Penalty: 1509.790161
	Iteration 7Q: 3 clusters Score -141496.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -141544.187500 Penalty: 1509.790161
	Iteration 8Q: 3 clusters Score -141544.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -141591.875000 Penalty: 1509.790161
	Iteration 9Q: 3 clusters Score -141591.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -141631.468750 Penalty: 1509.790161
	Iteration 10Q: 3 clusters Score -141631.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -141660.281250 Penalty: 1509.790161
	Iteration 11Q: 3 clusters Score -141660.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -141687.750000 Penalty: 1509.790161
	Iteration 12Q: 3 clusters Score -141687.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -141702.375000 Penalty: 1509.790161
	Iteration 13Q: 3 clusters Score -141702.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -141711.375000 Penalty: 1509.790161
	Iteration 14Q: 3 clusters Score -141711.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -141721.421875 Penalty: 1509.790161
	Iteration 15Q: 3 clusters Score -141721.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -141734.437500 Penalty: 1509.790161
	Iteration 16Q: 3 clusters Score -141734.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -141755.000000 Penalty: 1509.790161
	Iteration 17Q: 3 clusters Score -141755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -141770.625000 Penalty: 1509.790161
	Iteration 18Q: 3 clusters Score -141770.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -141785.875000 Penalty: 1509.790161
	Iteration 19Q: 3 clusters Score -141785.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -141802.125000 Penalty: 1509.790161
	Iteration 20F: 3 clusters Score -141802.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -141814.765625 Penalty: 1509.790161
	Iteration 21Q: 3 clusters Score -141814.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -141821.921875 Penalty: 1509.790161
	Iteration 22Q: 3 clusters Score -141821.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -141827.140625 Penalty: 1509.790161
	Iteration 23Q: 3 clusters Score -141827.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141832.250000 Penalty: 1509.790161
	Iteration 24Q: 3 clusters Score -141832.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -141837.046875 Penalty: 1509.790161
	Iteration 25Q: 3 clusters Score -141837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -141840.234375 Penalty: 1509.790161
	Iteration 26Q: 3 clusters Score -141840.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -141847.906250 Penalty: 1509.790161
	Iteration 27Q: 3 clusters Score -141847.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141857.578125 Penalty: 1509.790161
	Iteration 28Q: 3 clusters Score -141857.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -141866.828125 Penalty: 1509.790161
	Iteration 29Q: 3 clusters Score -141866.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -141877.328125 Penalty: 1509.790161
	Iteration 30Q: 3 clusters Score -141877.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -141887.703125 Penalty: 1509.790161
	Iteration 31Q: 3 clusters Score -141887.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141895.578125 Penalty: 1509.790161
	Iteration 32Q: 3 clusters Score -141895.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -141900.296875 Penalty: 1509.790161
	Iteration 33Q: 3 clusters Score -141900.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -141907.125000 Penalty: 1509.790161
	Iteration 34Q: 3 clusters Score -141907.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -141911.828125 Penalty: 1509.790161
	Iteration 35Q: 3 clusters Score -141911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -141916.875000 Penalty: 1509.790161
	Iteration 36Q: 3 clusters Score -141916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141920.031250 Penalty: 1509.790161
	Iteration 37Q: 3 clusters Score -141920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -141921.562500 Penalty: 1509.790161
	Iteration 38Q: 3 clusters Score -141921.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141927.828125 Penalty: 1509.790161
	Iteration 39Q: 3 clusters Score -141927.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141934.578125 Penalty: 1509.790161
	Iteration 40F: 3 clusters Score -141934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -141936.656250 Penalty: 1509.790161
	Iteration 41Q: 3 clusters Score -141936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -141937.937500 Penalty: 1509.790161
	Iteration 42Q: 3 clusters Score -141937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -141939.734375 Penalty: 1509.790161
	Iteration 43Q: 3 clusters Score -141939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -141940.890625 Penalty: 1509.790161
	Iteration 44Q: 3 clusters Score -141940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141941.640625 Penalty: 1509.790161
	Iteration 45Q: 3 clusters Score -141941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141942.250000 Penalty: 1509.790161
	Iteration 46Q: 3 clusters Score -141942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141943.531250 Penalty: 1509.790161
	Iteration 47Q: 3 clusters Score -141943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141943.437500 Penalty: 1509.790161
	Iteration 48Q: 3 clusters Score -141943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141943.437500 Penalty: 1509.790161
	Iteration 49F: 3 clusters Score -141943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Entering Unmasked Estep 
Score: -751954.625000 Penalty: 905.435608
	Iteration 0F: 2 clusters Score -751954.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -742628.750000 Penalty: 1810.871216
	Iteration 0F: 3 clusters Score -742628.8 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -746265.687500 Penalty: 1810.871216
	Iteration 1F: 3 clusters Score -746265.7 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -746883.000000 Penalty: 1810.871216
	Iteration 2F: 3 clusters Score -746883 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -747677.625000 Penalty: 1810.871216
	Iteration 3F: 3 clusters Score -747677.6 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -748578.500000 Penalty: 1810.871216
	Iteration 4F: 3 clusters Score -748578.5 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -749473.312500 Penalty: 1810.871216
	Iteration 5F: 3 clusters Score -749473.3 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -750176.500000 Penalty: 1810.871216
	Iteration 6F: 3 clusters Score -750176.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -750685.000000 Penalty: 1810.871216
	Iteration 7Q: 3 clusters Score -750685 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -751023.312500 Penalty: 1810.871216
	Iteration 8Q: 3 clusters Score -751023.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -751198.875000 Penalty: 1810.871216
	Iteration 9Q: 3 clusters Score -751198.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -751280.562500 Penalty: 1810.871216
	Iteration 10Q: 3 clusters Score -751280.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -751334.562500 Penalty: 1810.871216
	Iteration 11Q: 3 clusters Score -751334.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -751364.562500 Penalty: 1810.871216
	Iteration 12Q: 3 clusters Score -751364.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -751391.687500 Penalty: 1810.871216
	Iteration 13Q: 3 clusters Score -751391.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -751413.250000 Penalty: 1810.871216
	Iteration 14Q: 3 clusters Score -751413.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -751436.062500 Penalty: 1810.871216
	Iteration 15Q: 3 clusters Score -751436.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -751463.125000 Penalty: 1810.871216
	Iteration 16Q: 3 clusters Score -751463.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -751484.437500 Penalty: 1810.871216
	Iteration 17Q: 3 clusters Score -751484.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -751504.125000 Penalty: 1810.871216
	Iteration 18Q: 3 clusters Score -751504.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -751517.687500 Penalty: 1810.871216
	Iteration 19Q: 3 clusters Score -751517.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -751531.250000 Penalty: 1810.871216
	Iteration 20F: 3 clusters Score -751531.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -751539.750000 Penalty: 1810.871216
	Iteration 21Q: 3 clusters Score -751539.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -751550.812500 Penalty: 1810.871216
	Iteration 22Q: 3 clusters Score -751550.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -751558.250000 Penalty: 1810.871216
	Iteration 23Q: 3 clusters Score -751558.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -751563.812500 Penalty: 1810.871216
	Iteration 24Q: 3 clusters Score -751563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -751566.500000 Penalty: 1810.871216
	Iteration 25Q: 3 clusters Score -751566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -751568.125000 Penalty: 1810.871216
	Iteration 26Q: 3 clusters Score -751568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -751570.687500 Penalty: 1810.871216
	Iteration 27Q: 3 clusters Score -751570.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -751572.375000 Penalty: 1810.871216
	Iteration 28Q: 3 clusters Score -751572.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -751575.000000 Penalty: 1810.871216
	Iteration 29Q: 3 clusters Score -751575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -751574.625000 Penalty: 1810.871216
	Iteration 30Q: 3 clusters Score -751574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -751576.937500 Penalty: 1810.871216
	Iteration 31Q: 3 clusters Score -751576.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -751578.812500 Penalty: 1810.871216
	Iteration 32Q: 3 clusters Score -751578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -751580.312500 Penalty: 1810.871216
	Iteration 33Q: 3 clusters Score -751580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -751580.312500 Penalty: 1810.871216
	Iteration 34Q: 3 clusters Score -751580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -751580.937500 Penalty: 1810.871216
	Iteration 35Q: 3 clusters Score -751580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -751581.375000 Penalty: 1810.871216
	Iteration 36Q: 3 clusters Score -751581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -751581.375000 Penalty: 1810.871216
	Iteration 37F: 3 clusters Score -751581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Entering Unmasked Estep 
Score: -153843.265625 Penalty: 758.069763
	Iteration 0F: 2 clusters Score -153843.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -151563.031250 Penalty: 1516.139526
	Iteration 0F: 3 clusters Score -151563 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -152293.468750 Penalty: 1516.139526
	Iteration 1F: 3 clusters Score -152293.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -152515.953125 Penalty: 1516.139526
	Iteration 2F: 3 clusters Score -152516 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -152680.609375 Penalty: 1516.139526
	Iteration 3F: 3 clusters Score -152680.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -152806.937500 Penalty: 1516.139526
	Iteration 4F: 3 clusters Score -152806.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -152898.406250 Penalty: 1516.139526
	Iteration 5Q: 3 clusters Score -152898.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -152982.609375 Penalty: 1516.139526
	Iteration 6Q: 3 clusters Score -152982.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -153042.671875 Penalty: 1516.139526
	Iteration 7Q: 3 clusters Score -153042.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -153095.406250 Penalty: 1516.139526
	Iteration 8Q: 3 clusters Score -153095.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -153141.984375 Penalty: 1516.139526
	Iteration 9Q: 3 clusters Score -153142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -153196.281250 Penalty: 1516.139526
	Iteration 10Q: 3 clusters Score -153196.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -153247.625000 Penalty: 1516.139526
	Iteration 11Q: 3 clusters Score -153247.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -153295.515625 Penalty: 1516.139526
	Iteration 12Q: 3 clusters Score -153295.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -153348.968750 Penalty: 1516.139526
	Iteration 13Q: 3 clusters Score -153349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -153397.218750 Penalty: 1516.139526
	Iteration 14Q: 3 clusters Score -153397.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -153440.953125 Penalty: 1516.139526
	Iteration 15Q: 3 clusters Score -153441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -153471.109375 Penalty: 1516.139526
	Iteration 16Q: 3 clusters Score -153471.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -153515.609375 Penalty: 1516.139526
	Iteration 17Q: 3 clusters Score -153515.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -153570.750000 Penalty: 1516.139526
	Iteration 18Q: 3 clusters Score -153570.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -153608.046875 Penalty: 1516.139526
	Iteration 19Q: 3 clusters Score -153608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -153634.937500 Penalty: 1516.139526
	Iteration 20F: 3 clusters Score -153634.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -153653.109375 Penalty: 1516.139526
	Iteration 21Q: 3 clusters Score -153653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -153660.781250 Penalty: 1516.139526
	Iteration 22Q: 3 clusters Score -153660.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -153670.703125 Penalty: 1516.139526
	Iteration 23Q: 3 clusters Score -153670.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -153686.000000 Penalty: 1516.139526
	Iteration 24Q: 3 clusters Score -153686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -153697.765625 Penalty: 1516.139526
	Iteration 25Q: 3 clusters Score -153697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -153710.109375 Penalty: 1516.139526
	Iteration 26Q: 3 clusters Score -153710.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -153727.515625 Penalty: 1516.139526
	Iteration 27Q: 3 clusters Score -153727.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -153744.562500 Penalty: 1516.139526
	Iteration 28Q: 3 clusters Score -153744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -153753.203125 Penalty: 1516.139526
	Iteration 29Q: 3 clusters Score -153753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -153759.609375 Penalty: 1516.139526
	Iteration 30Q: 3 clusters Score -153759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -153760.234375 Penalty: 1516.139526
	Iteration 31Q: 3 clusters Score -153760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -153764.093750 Penalty: 1516.139526
	Iteration 32Q: 3 clusters Score -153764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -153767.890625 Penalty: 1516.139526
	Iteration 33Q: 3 clusters Score -153767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -153774.031250 Penalty: 1516.139526
	Iteration 34Q: 3 clusters Score -153774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -153774.781250 Penalty: 1516.139526
	Iteration 35Q: 3 clusters Score -153774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -153774.781250 Penalty: 1516.139526
	Iteration 36F: 3 clusters Score -153774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -430969.875000 Penalty: 857.418274
	Iteration 0F: 2 clusters Score -430969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -425216.625000 Penalty: 1714.836548
	Iteration 0F: 3 clusters Score -425216.6 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -427153.656250 Penalty: 1714.836548
	Iteration 1F: 3 clusters Score -427153.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -427317.843750 Penalty: 1714.836548
	Iteration 2Q: 3 clusters Score -427317.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -427467.343750 Penalty: 1714.836548
	Iteration 3Q: 3 clusters Score -427467.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -427616.281250 Penalty: 1714.836548
	Iteration 4Q: 3 clusters Score -427616.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -427774.437500 Penalty: 1714.836548
	Iteration 5Q: 3 clusters Score -427774.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -427976.750000 Penalty: 1714.836548
	Iteration 6Q: 3 clusters Score -427976.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -428273.781250 Penalty: 1714.836548
	Iteration 7F: 3 clusters Score -428273.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -428640.250000 Penalty: 1714.836548
	Iteration 8F: 3 clusters Score -428640.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -429031.375000 Penalty: 1714.836548
	Iteration 9F: 3 clusters Score -429031.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -429404.750000 Penalty: 1714.836548
	Iteration 10F: 3 clusters Score -429404.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -429705.937500 Penalty: 1714.836548
	Iteration 11Q: 3 clusters Score -429705.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -429901.437500 Penalty: 1714.836548
	Iteration 12Q: 3 clusters Score -429901.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -430026.968750 Penalty: 1714.836548
	Iteration 13Q: 3 clusters Score -430027 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -430134.968750 Penalty: 1714.836548
	Iteration 14Q: 3 clusters Score -430135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -430201.156250 Penalty: 1714.836548
	Iteration 15Q: 3 clusters Score -430201.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -430246.781250 Penalty: 1714.836548
	Iteration 16Q: 3 clusters Score -430246.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -430274.687500 Penalty: 1714.836548
	Iteration 17Q: 3 clusters Score -430274.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -430291.218750 Penalty: 1714.836548
	Iteration 18Q: 3 clusters Score -430291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -430303.375000 Penalty: 1714.836548
	Iteration 19Q: 3 clusters Score -430303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -430307.531250 Penalty: 1714.836548
	Iteration 20F: 3 clusters Score -430307.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -430310.250000 Penalty: 1714.836548
	Iteration 21Q: 3 clusters Score -430310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -430310.468750 Penalty: 1714.836548
	Iteration 22Q: 3 clusters Score -430310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -430310.468750 Penalty: 1714.836548
	Iteration 23F: 3 clusters Score -430310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Entering Unmasked Estep 
Score: -1349980.125000 Penalty: 962.386536
	Iteration 0F: 2 clusters Score -1349980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1333263.000000 Penalty: 1924.773071
	Iteration 0F: 3 clusters Score -1333263 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1340090.375000 Penalty: 1924.773071
	Iteration 1F: 3 clusters Score -1340090 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1340871.250000 Penalty: 1924.773071
	Iteration 2F: 3 clusters Score -1340871 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1341646.375000 Penalty: 1924.773071
	Iteration 3F: 3 clusters Score -1341646 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1342361.625000 Penalty: 1924.773071
	Iteration 4F: 3 clusters Score -1342362 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1342969.125000 Penalty: 1924.773071
	Iteration 5F: 3 clusters Score -1342969 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1343529.250000 Penalty: 1924.773071
	Iteration 6Q: 3 clusters Score -1343529 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1344063.750000 Penalty: 1924.773071
	Iteration 7Q: 3 clusters Score -1344064 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1344573.375000 Penalty: 1924.773071
	Iteration 8Q: 3 clusters Score -1344573 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1345124.250000 Penalty: 1924.773071
	Iteration 9Q: 3 clusters Score -1345124 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -1345723.500000 Penalty: 1924.773071
	Iteration 10Q: 3 clusters Score -1345724 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1346332.125000 Penalty: 1924.773071
	Iteration 11Q: 3 clusters Score -1346332 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -1346825.000000 Penalty: 1924.773071
	Iteration 12Q: 3 clusters Score -1346825 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -1347137.625000 Penalty: 1924.773071
	Iteration 13Q: 3 clusters Score -1347138 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1347321.250000 Penalty: 1924.773071
	Iteration 14Q: 3 clusters Score -1347321 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -1347477.750000 Penalty: 1924.773071
	Iteration 15Q: 3 clusters Score -1347478 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1347611.625000 Penalty: 1924.773071
	Iteration 16Q: 3 clusters Score -1347612 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -1347747.500000 Penalty: 1924.773071
	Iteration 17Q: 3 clusters Score -1347748 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -1347884.375000 Penalty: 1924.773071
	Iteration 18Q: 3 clusters Score -1347884 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -1348026.375000 Penalty: 1924.773071
	Iteration 19Q: 3 clusters Score -1348026 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -1348163.875000 Penalty: 1924.773071
	Iteration 20F: 3 clusters Score -1348164 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -1348297.000000 Penalty: 1924.773071
	Iteration 21Q: 3 clusters Score -1348297 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -1348425.750000 Penalty: 1924.773071
	Iteration 22Q: 3 clusters Score -1348426 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1348556.875000 Penalty: 1924.773071
	Iteration 23Q: 3 clusters Score -1348557 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -1348658.750000 Penalty: 1924.773071
	Iteration 24Q: 3 clusters Score -1348659 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -1348746.375000 Penalty: 1924.773071
	Iteration 25Q: 3 clusters Score -1348746 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -1348820.750000 Penalty: 1924.773071
	Iteration 26Q: 3 clusters Score -1348821 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -1348877.750000 Penalty: 1924.773071
	Iteration 27Q: 3 clusters Score -1348878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -1348926.000000 Penalty: 1924.773071
	Iteration 28Q: 3 clusters Score -1348926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -1348966.250000 Penalty: 1924.773071
	Iteration 29Q: 3 clusters Score -1348966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -1348993.000000 Penalty: 1924.773071
	Iteration 30Q: 3 clusters Score -1348993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -1349010.125000 Penalty: 1924.773071
	Iteration 31Q: 3 clusters Score -1349010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -1349025.625000 Penalty: 1924.773071
	Iteration 32Q: 3 clusters Score -1349026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -1349044.000000 Penalty: 1924.773071
	Iteration 33Q: 3 clusters Score -1349044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -1349056.250000 Penalty: 1924.773071
	Iteration 34Q: 3 clusters Score -1349056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -1349069.250000 Penalty: 1924.773071
	Iteration 35Q: 3 clusters Score -1349069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -1349084.375000 Penalty: 1924.773071
	Iteration 36Q: 3 clusters Score -1349084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -1349097.875000 Penalty: 1924.773071
	Iteration 37Q: 3 clusters Score -1349098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -1349111.375000 Penalty: 1924.773071
	Iteration 38Q: 3 clusters Score -1349111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -1349129.250000 Penalty: 1924.773071
	Iteration 39Q: 3 clusters Score -1349129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -1349136.875000 Penalty: 1924.773071
	Iteration 40F: 3 clusters Score -1349137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -1349149.000000 Penalty: 1924.773071
	Iteration 41Q: 3 clusters Score -1349149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -1349159.125000 Penalty: 1924.773071
	Iteration 42Q: 3 clusters Score -1349159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -1349166.750000 Penalty: 1924.773071
	Iteration 43Q: 3 clusters Score -1349167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -1349170.250000 Penalty: 1924.773071
	Iteration 44Q: 3 clusters Score -1349170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -1349176.000000 Penalty: 1924.773071
	Iteration 45Q: 3 clusters Score -1349176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -1349177.125000 Penalty: 1924.773071
	Iteration 46Q: 3 clusters Score -1349177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -1349180.875000 Penalty: 1924.773071
	Iteration 47Q: 3 clusters Score -1349181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -1349185.375000 Penalty: 1924.773071
	Iteration 48Q: 3 clusters Score -1349185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -1349187.625000 Penalty: 1924.773071
	Iteration 49Q: 3 clusters Score -1349188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -1349192.000000 Penalty: 1924.773071
	Iteration 50Q: 3 clusters Score -1349192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -1349195.375000 Penalty: 1924.773071
	Iteration 51Q: 3 clusters Score -1349195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -1349194.000000 Penalty: 1924.773071
	Iteration 52Q: 3 clusters Score -1349194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -1349196.375000 Penalty: 1924.773071
	Iteration 53Q: 3 clusters Score -1349196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -1349200.875000 Penalty: 1924.773071
	Iteration 54Q: 3 clusters Score -1349201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -1349205.125000 Penalty: 1924.773071
	Iteration 55Q: 3 clusters Score -1349205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -1349210.250000 Penalty: 1924.773071
	Iteration 56Q: 3 clusters Score -1349210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -1349213.625000 Penalty: 1924.773071
	Iteration 57Q: 3 clusters Score -1349214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -1349221.250000 Penalty: 1924.773071
	Iteration 58Q: 3 clusters Score -1349221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -1349226.000000 Penalty: 1924.773071
	Iteration 59Q: 3 clusters Score -1349226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -1349237.500000 Penalty: 1924.773071
	Iteration 60F: 3 clusters Score -1349238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -1349239.625000 Penalty: 1924.773071
	Iteration 61Q: 3 clusters Score -1349240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -1349249.000000 Penalty: 1924.773071
	Iteration 62Q: 3 clusters Score -1349249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -1349252.875000 Penalty: 1924.773071
	Iteration 63Q: 3 clusters Score -1349253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -1349259.125000 Penalty: 1924.773071
	Iteration 64Q: 3 clusters Score -1349259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -1349264.125000 Penalty: 1924.773071
	Iteration 65Q: 3 clusters Score -1349264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -1349273.000000 Penalty: 1924.773071
	Iteration 66Q: 3 clusters Score -1349273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -1349283.625000 Penalty: 1924.773071
	Iteration 67Q: 3 clusters Score -1349284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -1349287.250000 Penalty: 1924.773071
	Iteration 68Q: 3 clusters Score -1349287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -1349292.375000 Penalty: 1924.773071
	Iteration 69Q: 3 clusters Score -1349292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -1349296.125000 Penalty: 1924.773071
	Iteration 70Q: 3 clusters Score -1349296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -1349300.500000 Penalty: 1924.773071
	Iteration 71Q: 3 clusters Score -1349300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -1349305.500000 Penalty: 1924.773071
	Iteration 72Q: 3 clusters Score -1349306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -1349304.625000 Penalty: 1924.773071
	Iteration 73Q: 3 clusters Score -1349305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -1349308.000000 Penalty: 1924.773071
	Iteration 74Q: 3 clusters Score -1349308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -1349308.500000 Penalty: 1924.773071
	Iteration 75Q: 3 clusters Score -1349308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -1349308.625000 Penalty: 1924.773071
	Iteration 76Q: 3 clusters Score -1349309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -1349311.125000 Penalty: 1924.773071
	Iteration 77Q: 3 clusters Score -1349311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -1349315.000000 Penalty: 1924.773071
	Iteration 78Q: 3 clusters Score -1349315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -1349315.375000 Penalty: 1924.773071
	Iteration 79Q: 3 clusters Score -1349315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -1349315.375000 Penalty: 1924.773071
	Iteration 80F: 3 clusters Score -1349315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -1349316.500000 Penalty: 1924.773071
	Iteration 81Q: 3 clusters Score -1349316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -1349316.500000 Penalty: 1924.773071
	Iteration 82F: 3 clusters Score -1349316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (280165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280165 members 
Entering Unmasked Estep 
Score: -15614342.000000 Penalty: 1191.597656
	Iteration 0F: 2 clusters Score -1.561434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 139863 members 
Entering Unmasked Estep 
Score: -15427986.000000 Penalty: 2383.195312
	Iteration 0F: 3 clusters Score -1.542799e+07 nChanged 137350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147616 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -15511941.000000 Penalty: 2383.195312
	Iteration 1F: 3 clusters Score -1.551194e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 127815 members 
Entering Unmasked Estep 
Score: -15514642.000000 Penalty: 2383.195312
	Iteration 2Q: 3 clusters Score -1.551464e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 120471 members 
Entering Unmasked Estep 
Score: -15518860.000000 Penalty: 2383.195312
	Iteration 3Q: 3 clusters Score -1.551886e+07 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170966 members 
Mstep: Class 2 contains 109199 members 
Entering Unmasked Estep 
Score: -15525601.000000 Penalty: 2383.195312
	Iteration 4F: 3 clusters Score -1.55256e+07 nChanged 18126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187004 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -15535973.000000 Penalty: 2383.195312
	Iteration 5F: 3 clusters Score -1.553597e+07 nChanged 21306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207092 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -15550405.000000 Penalty: 2383.195312
	Iteration 6F: 3 clusters Score -1.55504e+07 nChanged 21842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228416 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -15567092.000000 Penalty: 2383.195312
	Iteration 7F: 3 clusters Score -1.556709e+07 nChanged 19507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247847 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -15583387.000000 Penalty: 2383.195312
	Iteration 8F: 3 clusters Score -1.558339e+07 nChanged 14905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262748 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -15596752.000000 Penalty: 2383.195312
	Iteration 9F: 3 clusters Score -1.559675e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272272 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -15605813.000000 Penalty: 2383.195312
	Iteration 10Q: 3 clusters Score -1.560581e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277277 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -15610529.000000 Penalty: 2383.195312
	Iteration 11Q: 3 clusters Score -1.561053e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279257 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15612403.000000 Penalty: 2383.195312
	Iteration 12Q: 3 clusters Score -1.56124e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279830 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15612977.000000 Penalty: 2383.195312
	Iteration 13Q: 3 clusters Score -1.561298e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279982 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15613135.000000 Penalty: 2383.195312
	Iteration 14Q: 3 clusters Score -1.561314e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280020 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15613200.000000 Penalty: 2383.195312
	Iteration 15Q: 3 clusters Score -1.56132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280037 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15613235.000000 Penalty: 2383.195312
	Iteration 16Q: 3 clusters Score -1.561324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280042 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15613253.000000 Penalty: 2383.195312
	Iteration 17Q: 3 clusters Score -1.561325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280046 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15613278.000000 Penalty: 2383.195312
	Iteration 18Q: 3 clusters Score -1.561328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280042 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15613284.000000 Penalty: 2383.195312
	Iteration 19Q: 3 clusters Score -1.561328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280039 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15613293.000000 Penalty: 2383.195312
	Iteration 20F: 3 clusters Score -1.561329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280041 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15613305.000000 Penalty: 2383.195312
	Iteration 21Q: 3 clusters Score -1.56133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280043 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15613308.000000 Penalty: 2383.195312
	Iteration 22Q: 3 clusters Score -1.561331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280041 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15613308.000000 Penalty: 2383.195312
	Iteration 23Q: 3 clusters Score -1.561331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280041 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15613321.000000 Penalty: 2383.195312
	Iteration 24Q: 3 clusters Score -1.561332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280042 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15613316.000000 Penalty: 2383.195312
	Iteration 25Q: 3 clusters Score -1.561332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280042 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15613316.000000 Penalty: 2383.195312
	Iteration 26F: 3 clusters Score -1.561332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Entering Unmasked Estep 
Score: -313176.781250 Penalty: 837.220093
	Iteration 0F: 2 clusters Score -313176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -308515.375000 Penalty: 1674.440186
	Iteration 0F: 3 clusters Score -308515.4 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -310348.562500 Penalty: 1674.440186
	Iteration 1F: 3 clusters Score -310348.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -310728.625000 Penalty: 1674.440186
	Iteration 2F: 3 clusters Score -310728.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -311011.500000 Penalty: 1674.440186
	Iteration 3F: 3 clusters Score -311011.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -311209.062500 Penalty: 1674.440186
	Iteration 4F: 3 clusters Score -311209.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -311370.781250 Penalty: 1674.440186
	Iteration 5Q: 3 clusters Score -311370.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -311542.250000 Penalty: 1674.440186
	Iteration 6Q: 3 clusters Score -311542.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -311741.781250 Penalty: 1674.440186
	Iteration 7Q: 3 clusters Score -311741.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -311929.718750 Penalty: 1674.440186
	Iteration 8Q: 3 clusters Score -311929.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -312109.781250 Penalty: 1674.440186
	Iteration 9Q: 3 clusters Score -312109.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -312264.843750 Penalty: 1674.440186
	Iteration 10Q: 3 clusters Score -312264.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -312400.500000 Penalty: 1674.440186
	Iteration 11Q: 3 clusters Score -312400.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -312513.406250 Penalty: 1674.440186
	Iteration 12Q: 3 clusters Score -312513.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -312599.343750 Penalty: 1674.440186
	Iteration 13Q: 3 clusters Score -312599.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -312660.031250 Penalty: 1674.440186
	Iteration 14Q: 3 clusters Score -312660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -312711.593750 Penalty: 1674.440186
	Iteration 15Q: 3 clusters Score -312711.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -312757.750000 Penalty: 1674.440186
	Iteration 16Q: 3 clusters Score -312757.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -312792.906250 Penalty: 1674.440186
	Iteration 17Q: 3 clusters Score -312792.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -312816.937500 Penalty: 1674.440186
	Iteration 18Q: 3 clusters Score -312816.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -312832.437500 Penalty: 1674.440186
	Iteration 19Q: 3 clusters Score -312832.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -312842.875000 Penalty: 1674.440186
	Iteration 20F: 3 clusters Score -312842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -312857.125000 Penalty: 1674.440186
	Iteration 21Q: 3 clusters Score -312857.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -312864.781250 Penalty: 1674.440186
	Iteration 22Q: 3 clusters Score -312864.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -312875.562500 Penalty: 1674.440186
	Iteration 23Q: 3 clusters Score -312875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -312883.218750 Penalty: 1674.440186
	Iteration 24Q: 3 clusters Score -312883.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -312889.312500 Penalty: 1674.440186
	Iteration 25Q: 3 clusters Score -312889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -312892.781250 Penalty: 1674.440186
	Iteration 26Q: 3 clusters Score -312892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -312894.562500 Penalty: 1674.440186
	Iteration 27Q: 3 clusters Score -312894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -312896.437500 Penalty: 1674.440186
	Iteration 28Q: 3 clusters Score -312896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -312896.625000 Penalty: 1674.440186
	Iteration 29Q: 3 clusters Score -312896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -312896.593750 Penalty: 1674.440186
	Iteration 30Q: 3 clusters Score -312896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -312896.593750 Penalty: 1674.440186
	Iteration 31F: 3 clusters Score -312896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Entering Unmasked Estep 
Score: -4239555.000000 Penalty: 1070.570068
	Iteration 0F: 2 clusters Score -4239555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -4186969.750000 Penalty: 2141.140137
	Iteration 0F: 3 clusters Score -4186970 nChanged 37629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4209993.500000 Penalty: 2141.140137
	Iteration 1F: 3 clusters Score -4209994 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4211606.000000 Penalty: 2141.140137
	Iteration 2Q: 3 clusters Score -4211606 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -4213863.500000 Penalty: 2141.140137
	Iteration 3F: 3 clusters Score -4213864 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4216668.500000 Penalty: 2141.140137
	Iteration 4F: 3 clusters Score -4216668 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -4219791.500000 Penalty: 2141.140137
	Iteration 5F: 3 clusters Score -4219792 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4223046.000000 Penalty: 2141.140137
	Iteration 6F: 3 clusters Score -4223046 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -4226307.500000 Penalty: 2141.140137
	Iteration 7F: 3 clusters Score -4226308 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4229294.000000 Penalty: 2141.140137
	Iteration 8Q: 3 clusters Score -4229294 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4231797.000000 Penalty: 2141.140137
	Iteration 9Q: 3 clusters Score -4231797 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4233710.500000 Penalty: 2141.140137
	Iteration 10Q: 3 clusters Score -4233710 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4234985.500000 Penalty: 2141.140137
	Iteration 11Q: 3 clusters Score -4234986 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4235944.500000 Penalty: 2141.140137
	Iteration 12Q: 3 clusters Score -4235944 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4236711.500000 Penalty: 2141.140137
	Iteration 13Q: 3 clusters Score -4236712 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4237236.000000 Penalty: 2141.140137
	Iteration 14Q: 3 clusters Score -4237236 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4237689.000000 Penalty: 2141.140137
	Iteration 15Q: 3 clusters Score -4237689 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4237965.500000 Penalty: 2141.140137
	Iteration 16Q: 3 clusters Score -4237966 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4238229.500000 Penalty: 2141.140137
	Iteration 17Q: 3 clusters Score -4238230 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4238428.500000 Penalty: 2141.140137
	Iteration 18Q: 3 clusters Score -4238428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4238563.000000 Penalty: 2141.140137
	Iteration 19Q: 3 clusters Score -4238563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4238625.500000 Penalty: 2141.140137
	Iteration 20F: 3 clusters Score -4238626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4238678.000000 Penalty: 2141.140137
	Iteration 21Q: 3 clusters Score -4238678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4238711.500000 Penalty: 2141.140137
	Iteration 22Q: 3 clusters Score -4238712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4238733.500000 Penalty: 2141.140137
	Iteration 23Q: 3 clusters Score -4238734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4238759.500000 Penalty: 2141.140137
	Iteration 24Q: 3 clusters Score -4238760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4238779.000000 Penalty: 2141.140137
	Iteration 25Q: 3 clusters Score -4238779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4238792.500000 Penalty: 2141.140137
	Iteration 26Q: 3 clusters Score -4238792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4238805.500000 Penalty: 2141.140137
	Iteration 27Q: 3 clusters Score -4238806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4238837.500000 Penalty: 2141.140137
	Iteration 28Q: 3 clusters Score -4238838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4238864.000000 Penalty: 2141.140137
	Iteration 29Q: 3 clusters Score -4238864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4238884.000000 Penalty: 2141.140137
	Iteration 30Q: 3 clusters Score -4238884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4238908.000000 Penalty: 2141.140137
	Iteration 31Q: 3 clusters Score -4238908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77904 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4238946.000000 Penalty: 2141.140137
	Iteration 32Q: 3 clusters Score -4238946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4238975.500000 Penalty: 2141.140137
	Iteration 33Q: 3 clusters Score -4238976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4239003.500000 Penalty: 2141.140137
	Iteration 34Q: 3 clusters Score -4239004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4239024.000000 Penalty: 2141.140137
	Iteration 35Q: 3 clusters Score -4239024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4239051.000000 Penalty: 2141.140137
	Iteration 36Q: 3 clusters Score -4239051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4239072.000000 Penalty: 2141.140137
	Iteration 37Q: 3 clusters Score -4239072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4239096.500000 Penalty: 2141.140137
	Iteration 38Q: 3 clusters Score -4239096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4239120.500000 Penalty: 2141.140137
	Iteration 39Q: 3 clusters Score -4239120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4239142.000000 Penalty: 2141.140137
	Iteration 40F: 3 clusters Score -4239142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4239156.000000 Penalty: 2141.140137
	Iteration 41Q: 3 clusters Score -4239156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4239179.000000 Penalty: 2141.140137
	Iteration 42Q: 3 clusters Score -4239179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4239184.000000 Penalty: 2141.140137
	Iteration 43Q: 3 clusters Score -4239184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4239190.500000 Penalty: 2141.140137
	Iteration 44Q: 3 clusters Score -4239190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4239193.000000 Penalty: 2141.140137
	Iteration 45Q: 3 clusters Score -4239193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4239195.500000 Penalty: 2141.140137
	Iteration 46Q: 3 clusters Score -4239196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4239199.000000 Penalty: 2141.140137
	Iteration 47Q: 3 clusters Score -4239199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4239205.500000 Penalty: 2141.140137
	Iteration 48Q: 3 clusters Score -4239206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4239203.500000 Penalty: 2141.140137
	Iteration 49Q: 3 clusters Score -4239204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4239201.500000 Penalty: 2141.140137
	Iteration 50Q: 3 clusters Score -4239202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4239199.000000 Penalty: 2141.140137
	Iteration 51Q: 3 clusters Score -4239199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4239199.000000 Penalty: 2141.140137
	Iteration 52Q: 3 clusters Score -4239199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4239199.500000 Penalty: 2141.140137
	Iteration 53Q: 3 clusters Score -4239200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4239200.000000 Penalty: 2141.140137
	Iteration 54Q: 3 clusters Score -4239200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4239199.000000 Penalty: 2141.140137
	Iteration 55Q: 3 clusters Score -4239199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4239199.000000 Penalty: 2141.140137
	Iteration 56F: 3 clusters Score -4239199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Entering Unmasked Estep 
Score: -386874.000000 Penalty: 857.200806
	Iteration 0F: 2 clusters Score -386874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -381219.906250 Penalty: 1714.401611
	Iteration 0F: 3 clusters Score -381219.9 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -383318.343750 Penalty: 1714.401611
	Iteration 1F: 3 clusters Score -383318.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -383647.687500 Penalty: 1714.401611
	Iteration 2F: 3 clusters Score -383647.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -383925.125000 Penalty: 1714.401611
	Iteration 3F: 3 clusters Score -383925.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -384220.093750 Penalty: 1714.401611
	Iteration 4F: 3 clusters Score -384220.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -384519.312500 Penalty: 1714.401611
	Iteration 5F: 3 clusters Score -384519.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -384844.000000 Penalty: 1714.401611
	Iteration 6F: 3 clusters Score -384844 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -385175.250000 Penalty: 1714.401611
	Iteration 7F: 3 clusters Score -385175.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -385456.812500 Penalty: 1714.401611
	Iteration 8F: 3 clusters Score -385456.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -385676.250000 Penalty: 1714.401611
	Iteration 9Q: 3 clusters Score -385676.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -385851.125000 Penalty: 1714.401611
	Iteration 10Q: 3 clusters Score -385851.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -386008.875000 Penalty: 1714.401611
	Iteration 11Q: 3 clusters Score -386008.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -386126.812500 Penalty: 1714.401611
	Iteration 12Q: 3 clusters Score -386126.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -386219.468750 Penalty: 1714.401611
	Iteration 13Q: 3 clusters Score -386219.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -386306.000000 Penalty: 1714.401611
	Iteration 14Q: 3 clusters Score -386306 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -386382.406250 Penalty: 1714.401611
	Iteration 15Q: 3 clusters Score -386382.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -386448.281250 Penalty: 1714.401611
	Iteration 16Q: 3 clusters Score -386448.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -386495.031250 Penalty: 1714.401611
	Iteration 17Q: 3 clusters Score -386495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -386526.062500 Penalty: 1714.401611
	Iteration 18Q: 3 clusters Score -386526.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -386553.875000 Penalty: 1714.401611
	Iteration 19Q: 3 clusters Score -386553.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -386576.093750 Penalty: 1714.401611
	Iteration 20F: 3 clusters Score -386576.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -386588.093750 Penalty: 1714.401611
	Iteration 21Q: 3 clusters Score -386588.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -386596.625000 Penalty: 1714.401611
	Iteration 22Q: 3 clusters Score -386596.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -386605.937500 Penalty: 1714.401611
	Iteration 23Q: 3 clusters Score -386605.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -386616.093750 Penalty: 1714.401611
	Iteration 24Q: 3 clusters Score -386616.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -386623.218750 Penalty: 1714.401611
	Iteration 25Q: 3 clusters Score -386623.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -386627.718750 Penalty: 1714.401611
	Iteration 26Q: 3 clusters Score -386627.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -386633.656250 Penalty: 1714.401611
	Iteration 27Q: 3 clusters Score -386633.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -386635.937500 Penalty: 1714.401611
	Iteration 28Q: 3 clusters Score -386635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -386638.250000 Penalty: 1714.401611
	Iteration 29Q: 3 clusters Score -386638.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -386639.281250 Penalty: 1714.401611
	Iteration 30Q: 3 clusters Score -386639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -386639.218750 Penalty: 1714.401611
	Iteration 31Q: 3 clusters Score -386639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -386640.218750 Penalty: 1714.401611
	Iteration 32Q: 3 clusters Score -386640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -386640.843750 Penalty: 1714.401611
	Iteration 33Q: 3 clusters Score -386640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -386641.718750 Penalty: 1714.401611
	Iteration 34Q: 3 clusters Score -386641.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -386641.718750 Penalty: 1714.401611
	Iteration 35F: 3 clusters Score -386641.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Entering Unmasked Estep 
Score: -914379.187500 Penalty: 920.601501
	Iteration 0F: 2 clusters Score -914379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -903652.312500 Penalty: 1841.203003
	Iteration 0F: 3 clusters Score -903652.3 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -909124.562500 Penalty: 1841.203003
	Iteration 1F: 3 clusters Score -909124.6 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -911115.562500 Penalty: 1841.203003
	Iteration 2F: 3 clusters Score -911115.6 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -912465.937500 Penalty: 1841.203003
	Iteration 3F: 3 clusters Score -912465.9 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -913025.250000 Penalty: 1841.203003
	Iteration 4F: 3 clusters Score -913025.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -913239.187500 Penalty: 1841.203003
	Iteration 5Q: 3 clusters Score -913239.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -913322.312500 Penalty: 1841.203003
	Iteration 6Q: 3 clusters Score -913322.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -913356.312500 Penalty: 1841.203003
	Iteration 7Q: 3 clusters Score -913356.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -913382.875000 Penalty: 1841.203003
	Iteration 8Q: 3 clusters Score -913382.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -913410.437500 Penalty: 1841.203003
	Iteration 9Q: 3 clusters Score -913410.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -913432.250000 Penalty: 1841.203003
	Iteration 10Q: 3 clusters Score -913432.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -913450.312500 Penalty: 1841.203003
	Iteration 11Q: 3 clusters Score -913450.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -913467.500000 Penalty: 1841.203003
	Iteration 12Q: 3 clusters Score -913467.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -913487.125000 Penalty: 1841.203003
	Iteration 13Q: 3 clusters Score -913487.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -913502.625000 Penalty: 1841.203003
	Iteration 14Q: 3 clusters Score -913502.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -913521.187500 Penalty: 1841.203003
	Iteration 15Q: 3 clusters Score -913521.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -913536.562500 Penalty: 1841.203003
	Iteration 16Q: 3 clusters Score -913536.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -913559.312500 Penalty: 1841.203003
	Iteration 17Q: 3 clusters Score -913559.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -913581.500000 Penalty: 1841.203003
	Iteration 18Q: 3 clusters Score -913581.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -913608.000000 Penalty: 1841.203003
	Iteration 19Q: 3 clusters Score -913608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -913629.937500 Penalty: 1841.203003
	Iteration 20F: 3 clusters Score -913629.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -913654.812500 Penalty: 1841.203003
	Iteration 21Q: 3 clusters Score -913654.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -913688.062500 Penalty: 1841.203003
	Iteration 22Q: 3 clusters Score -913688.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -913717.250000 Penalty: 1841.203003
	Iteration 23Q: 3 clusters Score -913717.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -913738.812500 Penalty: 1841.203003
	Iteration 24Q: 3 clusters Score -913738.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -913756.250000 Penalty: 1841.203003
	Iteration 25Q: 3 clusters Score -913756.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -913774.375000 Penalty: 1841.203003
	Iteration 26Q: 3 clusters Score -913774.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -913790.500000 Penalty: 1841.203003
	Iteration 27Q: 3 clusters Score -913790.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -913806.312500 Penalty: 1841.203003
	Iteration 28Q: 3 clusters Score -913806.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -913825.437500 Penalty: 1841.203003
	Iteration 29Q: 3 clusters Score -913825.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -913836.312500 Penalty: 1841.203003
	Iteration 30Q: 3 clusters Score -913836.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -913845.875000 Penalty: 1841.203003
	Iteration 31Q: 3 clusters Score -913845.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -913863.312500 Penalty: 1841.203003
	Iteration 32Q: 3 clusters Score -913863.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -913873.750000 Penalty: 1841.203003
	Iteration 33Q: 3 clusters Score -913873.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -913883.000000 Penalty: 1841.203003
	Iteration 34Q: 3 clusters Score -913883 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -913889.812500 Penalty: 1841.203003
	Iteration 35Q: 3 clusters Score -913889.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -913897.187500 Penalty: 1841.203003
	Iteration 36Q: 3 clusters Score -913897.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -913902.312500 Penalty: 1841.203003
	Iteration 37Q: 3 clusters Score -913902.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -913909.687500 Penalty: 1841.203003
	Iteration 38Q: 3 clusters Score -913909.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -913916.875000 Penalty: 1841.203003
	Iteration 39Q: 3 clusters Score -913916.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -913924.437500 Penalty: 1841.203003
	Iteration 40F: 3 clusters Score -913924.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -913931.250000 Penalty: 1841.203003
	Iteration 41Q: 3 clusters Score -913931.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -913936.937500 Penalty: 1841.203003
	Iteration 42Q: 3 clusters Score -913936.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -913942.812500 Penalty: 1841.203003
	Iteration 43Q: 3 clusters Score -913942.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -913945.125000 Penalty: 1841.203003
	Iteration 44Q: 3 clusters Score -913945.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -913945.687500 Penalty: 1841.203003
	Iteration 45Q: 3 clusters Score -913945.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -913950.187500 Penalty: 1841.203003
	Iteration 46Q: 3 clusters Score -913950.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -913954.875000 Penalty: 1841.203003
	Iteration 47Q: 3 clusters Score -913954.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -913957.375000 Penalty: 1841.203003
	Iteration 48Q: 3 clusters Score -913957.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -913958.250000 Penalty: 1841.203003
	Iteration 49Q: 3 clusters Score -913958.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -913964.687500 Penalty: 1841.203003
	Iteration 50Q: 3 clusters Score -913964.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -913968.687500 Penalty: 1841.203003
	Iteration 51Q: 3 clusters Score -913968.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -913971.375000 Penalty: 1841.203003
	Iteration 52Q: 3 clusters Score -913971.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -913974.125000 Penalty: 1841.203003
	Iteration 53Q: 3 clusters Score -913974.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -913975.937500 Penalty: 1841.203003
	Iteration 54Q: 3 clusters Score -913975.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -913976.062500 Penalty: 1841.203003
	Iteration 55Q: 3 clusters Score -913976.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -913979.500000 Penalty: 1841.203003
	Iteration 56Q: 3 clusters Score -913979.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -913980.062500 Penalty: 1841.203003
	Iteration 57Q: 3 clusters Score -913980.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -913985.687500 Penalty: 1841.203003
	Iteration 58Q: 3 clusters Score -913985.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -913993.437500 Penalty: 1841.203003
	Iteration 59Q: 3 clusters Score -913993.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -913996.062500 Penalty: 1841.203003
	Iteration 60F: 3 clusters Score -913996.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -913998.250000 Penalty: 1841.203003
	Iteration 61Q: 3 clusters Score -913998.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -914000.812500 Penalty: 1841.203003
	Iteration 62Q: 3 clusters Score -914000.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -914005.062500 Penalty: 1841.203003
	Iteration 63Q: 3 clusters Score -914005.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -914007.312500 Penalty: 1841.203003
	Iteration 64Q: 3 clusters Score -914007.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -914010.812500 Penalty: 1841.203003
	Iteration 65Q: 3 clusters Score -914010.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -914016.437500 Penalty: 1841.203003
	Iteration 66Q: 3 clusters Score -914016.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -914017.312500 Penalty: 1841.203003
	Iteration 67Q: 3 clusters Score -914017.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -914019.625000 Penalty: 1841.203003
	Iteration 68Q: 3 clusters Score -914019.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -914025.687500 Penalty: 1841.203003
	Iteration 69Q: 3 clusters Score -914025.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -914028.812500 Penalty: 1841.203003
	Iteration 70Q: 3 clusters Score -914028.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -914029.687500 Penalty: 1841.203003
	Iteration 71Q: 3 clusters Score -914029.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -914028.875000 Penalty: 1841.203003
	Iteration 72Q: 3 clusters Score -914028.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -914029.437500 Penalty: 1841.203003
	Iteration 73Q: 3 clusters Score -914029.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -914034.750000 Penalty: 1841.203003
	Iteration 74Q: 3 clusters Score -914034.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -914036.500000 Penalty: 1841.203003
	Iteration 75Q: 3 clusters Score -914036.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -914038.375000 Penalty: 1841.203003
	Iteration 76Q: 3 clusters Score -914038.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -914038.937500 Penalty: 1841.203003
	Iteration 77Q: 3 clusters Score -914038.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -914043.000000 Penalty: 1841.203003
	Iteration 78Q: 3 clusters Score -914043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -914047.062500 Penalty: 1841.203003
	Iteration 79Q: 3 clusters Score -914047.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -914049.875000 Penalty: 1841.203003
	Iteration 80F: 3 clusters Score -914049.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -914055.125000 Penalty: 1841.203003
	Iteration 81Q: 3 clusters Score -914055.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -914059.687500 Penalty: 1841.203003
	Iteration 82Q: 3 clusters Score -914059.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -914060.187500 Penalty: 1841.203003
	Iteration 83Q: 3 clusters Score -914060.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -914060.312500 Penalty: 1841.203003
	Iteration 84Q: 3 clusters Score -914060.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -914065.562500 Penalty: 1841.203003
	Iteration 85Q: 3 clusters Score -914065.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -914070.312500 Penalty: 1841.203003
	Iteration 86Q: 3 clusters Score -914070.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -914071.187500 Penalty: 1841.203003
	Iteration 87Q: 3 clusters Score -914071.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -914073.000000 Penalty: 1841.203003
	Iteration 88Q: 3 clusters Score -914073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -914075.687500 Penalty: 1841.203003
	Iteration 89Q: 3 clusters Score -914075.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -914079.312500 Penalty: 1841.203003
	Iteration 90Q: 3 clusters Score -914079.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -914080.312500 Penalty: 1841.203003
	Iteration 91Q: 3 clusters Score -914080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -914083.687500 Penalty: 1841.203003
	Iteration 92Q: 3 clusters Score -914083.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -914083.500000 Penalty: 1841.203003
	Iteration 93Q: 3 clusters Score -914083.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -914085.500000 Penalty: 1841.203003
	Iteration 94Q: 3 clusters Score -914085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -914086.750000 Penalty: 1841.203003
	Iteration 95Q: 3 clusters Score -914086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -914086.437500 Penalty: 1841.203003
	Iteration 96Q: 3 clusters Score -914086.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -914088.750000 Penalty: 1841.203003
	Iteration 97Q: 3 clusters Score -914088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -914089.750000 Penalty: 1841.203003
	Iteration 98Q: 3 clusters Score -914089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -914087.500000 Penalty: 1841.203003
	Iteration 99Q: 3 clusters Score -914087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -914086.312500 Penalty: 1841.203003
	Iteration 100F: 3 clusters Score -914086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -914086.312500 Penalty: 1841.203003
	Iteration 101Q: 3 clusters Score -914086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -914087.000000 Penalty: 1841.203003
	Iteration 102Q: 3 clusters Score -914087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -914087.812500 Penalty: 1841.203003
	Iteration 103Q: 3 clusters Score -914087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -914088.562500 Penalty: 1841.203003
	Iteration 104Q: 3 clusters Score -914088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -914089.125000 Penalty: 1841.203003
	Iteration 105Q: 3 clusters Score -914089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -914089.125000 Penalty: 1841.203003
	Iteration 106F: 3 clusters Score -914089.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -149646.359375 Penalty: 771.201294
	Iteration 0F: 2 clusters Score -149646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -147071.468750 Penalty: 1542.402588
	Iteration 0F: 3 clusters Score -147071.5 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -147906.109375 Penalty: 1542.402588
	Iteration 1F: 3 clusters Score -147906.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -148066.468750 Penalty: 1542.402588
	Iteration 2F: 3 clusters Score -148066.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -148176.781250 Penalty: 1542.402588
	Iteration 3F: 3 clusters Score -148176.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -148259.296875 Penalty: 1542.402588
	Iteration 4Q: 3 clusters Score -148259.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -148322.531250 Penalty: 1542.402588
	Iteration 5Q: 3 clusters Score -148322.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -148371.156250 Penalty: 1542.402588
	Iteration 6Q: 3 clusters Score -148371.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -148418.765625 Penalty: 1542.402588
	Iteration 7Q: 3 clusters Score -148418.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -148460.796875 Penalty: 1542.402588
	Iteration 8Q: 3 clusters Score -148460.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -148511.453125 Penalty: 1542.402588
	Iteration 9Q: 3 clusters Score -148511.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -148558.984375 Penalty: 1542.402588
	Iteration 10Q: 3 clusters Score -148559 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -148607.421875 Penalty: 1542.402588
	Iteration 11Q: 3 clusters Score -148607.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -148646.656250 Penalty: 1542.402588
	Iteration 12Q: 3 clusters Score -148646.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -148690.921875 Penalty: 1542.402588
	Iteration 13Q: 3 clusters Score -148690.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -148739.921875 Penalty: 1542.402588
	Iteration 14Q: 3 clusters Score -148739.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -148784.468750 Penalty: 1542.402588
	Iteration 15Q: 3 clusters Score -148784.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -148823.859375 Penalty: 1542.402588
	Iteration 16Q: 3 clusters Score -148823.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -148855.546875 Penalty: 1542.402588
	Iteration 17Q: 3 clusters Score -148855.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -148879.234375 Penalty: 1542.402588
	Iteration 18Q: 3 clusters Score -148879.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -148893.375000 Penalty: 1542.402588
	Iteration 19Q: 3 clusters Score -148893.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -148901.953125 Penalty: 1542.402588
	Iteration 20F: 3 clusters Score -148902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -148910.031250 Penalty: 1542.402588
	Iteration 21Q: 3 clusters Score -148910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -148921.109375 Penalty: 1542.402588
	Iteration 22Q: 3 clusters Score -148921.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -148928.062500 Penalty: 1542.402588
	Iteration 23Q: 3 clusters Score -148928.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -148932.984375 Penalty: 1542.402588
	Iteration 24Q: 3 clusters Score -148933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -148939.718750 Penalty: 1542.402588
	Iteration 25Q: 3 clusters Score -148939.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -148947.187500 Penalty: 1542.402588
	Iteration 26Q: 3 clusters Score -148947.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -148952.328125 Penalty: 1542.402588
	Iteration 27Q: 3 clusters Score -148952.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -148963.640625 Penalty: 1542.402588
	Iteration 28Q: 3 clusters Score -148963.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -148975.296875 Penalty: 1542.402588
	Iteration 29Q: 3 clusters Score -148975.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -148985.718750 Penalty: 1542.402588
	Iteration 30Q: 3 clusters Score -148985.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -148993.687500 Penalty: 1542.402588
	Iteration 31Q: 3 clusters Score -148993.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -149000.890625 Penalty: 1542.402588
	Iteration 32Q: 3 clusters Score -149000.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -149007.531250 Penalty: 1542.402588
	Iteration 33Q: 3 clusters Score -149007.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -149013.750000 Penalty: 1542.402588
	Iteration 34Q: 3 clusters Score -149013.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -149026.531250 Penalty: 1542.402588
	Iteration 35Q: 3 clusters Score -149026.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -149041.031250 Penalty: 1542.402588
	Iteration 36Q: 3 clusters Score -149041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -149061.531250 Penalty: 1542.402588
	Iteration 37Q: 3 clusters Score -149061.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -149083.906250 Penalty: 1542.402588
	Iteration 38Q: 3 clusters Score -149083.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -149101.015625 Penalty: 1542.402588
	Iteration 39Q: 3 clusters Score -149101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -149117.109375 Penalty: 1542.402588
	Iteration 40F: 3 clusters Score -149117.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -149131.140625 Penalty: 1542.402588
	Iteration 41Q: 3 clusters Score -149131.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -149138.062500 Penalty: 1542.402588
	Iteration 42Q: 3 clusters Score -149138.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -149142.843750 Penalty: 1542.402588
	Iteration 43Q: 3 clusters Score -149142.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -149147.875000 Penalty: 1542.402588
	Iteration 44Q: 3 clusters Score -149147.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -149152.562500 Penalty: 1542.402588
	Iteration 45Q: 3 clusters Score -149152.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -149158.609375 Penalty: 1542.402588
	Iteration 46Q: 3 clusters Score -149158.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -149165.734375 Penalty: 1542.402588
	Iteration 47Q: 3 clusters Score -149165.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -149170.515625 Penalty: 1542.402588
	Iteration 48Q: 3 clusters Score -149170.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -149175.562500 Penalty: 1542.402588
	Iteration 49Q: 3 clusters Score -149175.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -149179.812500 Penalty: 1542.402588
	Iteration 50Q: 3 clusters Score -149179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -149182.125000 Penalty: 1542.402588
	Iteration 51Q: 3 clusters Score -149182.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -149184.593750 Penalty: 1542.402588
	Iteration 52Q: 3 clusters Score -149184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -149186.875000 Penalty: 1542.402588
	Iteration 53Q: 3 clusters Score -149186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -149187.937500 Penalty: 1542.402588
	Iteration 54Q: 3 clusters Score -149187.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -149189.031250 Penalty: 1542.402588
	Iteration 55Q: 3 clusters Score -149189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -149189.500000 Penalty: 1542.402588
	Iteration 56Q: 3 clusters Score -149189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -149190.656250 Penalty: 1542.402588
	Iteration 57Q: 3 clusters Score -149190.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -149191.421875 Penalty: 1542.402588
	Iteration 58Q: 3 clusters Score -149191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -149192.484375 Penalty: 1542.402588
	Iteration 59Q: 3 clusters Score -149192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -149193.437500 Penalty: 1542.402588
	Iteration 60F: 3 clusters Score -149193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -149194.062500 Penalty: 1542.402588
	Iteration 61Q: 3 clusters Score -149194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -149193.828125 Penalty: 1542.402588
	Iteration 62Q: 3 clusters Score -149193.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -149193.828125 Penalty: 1542.402588
	Iteration 63F: 3 clusters Score -149193.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -245814.906250 Penalty: 793.961853
	Iteration 0F: 2 clusters Score -245814.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -242710.531250 Penalty: 1587.923706
	Iteration 0F: 3 clusters Score -242710.5 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -243606.593750 Penalty: 1587.923706
	Iteration 1F: 3 clusters Score -243606.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -243712.593750 Penalty: 1587.923706
	Iteration 2F: 3 clusters Score -243712.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -243781.625000 Penalty: 1587.923706
	Iteration 3Q: 3 clusters Score -243781.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -243843.875000 Penalty: 1587.923706
	Iteration 4Q: 3 clusters Score -243843.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -243898.125000 Penalty: 1587.923706
	Iteration 5Q: 3 clusters Score -243898.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -243951.812500 Penalty: 1587.923706
	Iteration 6Q: 3 clusters Score -243951.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -243993.015625 Penalty: 1587.923706
	Iteration 7Q: 3 clusters Score -243993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -244028.796875 Penalty: 1587.923706
	Iteration 8Q: 3 clusters Score -244028.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -244066.765625 Penalty: 1587.923706
	Iteration 9Q: 3 clusters Score -244066.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -244106.765625 Penalty: 1587.923706
	Iteration 10Q: 3 clusters Score -244106.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -244159.609375 Penalty: 1587.923706
	Iteration 11Q: 3 clusters Score -244159.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -244226.890625 Penalty: 1587.923706
	Iteration 12Q: 3 clusters Score -244226.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -244289.750000 Penalty: 1587.923706
	Iteration 13Q: 3 clusters Score -244289.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -244352.875000 Penalty: 1587.923706
	Iteration 14Q: 3 clusters Score -244352.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -244446.281250 Penalty: 1587.923706
	Iteration 15Q: 3 clusters Score -244446.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -244557.671875 Penalty: 1587.923706
	Iteration 16Q: 3 clusters Score -244557.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -244689.093750 Penalty: 1587.923706
	Iteration 17Q: 3 clusters Score -244689.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -244902.531250 Penalty: 1587.923706
	Iteration 18Q: 3 clusters Score -244902.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -245118.984375 Penalty: 1587.923706
	Iteration 19Q: 3 clusters Score -245119 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -245266.171875 Penalty: 1587.923706
	Iteration 20F: 3 clusters Score -245266.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -245352.750000 Penalty: 1587.923706
	Iteration 21Q: 3 clusters Score -245352.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -245391.562500 Penalty: 1587.923706
	Iteration 22Q: 3 clusters Score -245391.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -245414.656250 Penalty: 1587.923706
	Iteration 23Q: 3 clusters Score -245414.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -245431.828125 Penalty: 1587.923706
	Iteration 24Q: 3 clusters Score -245431.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -245441.406250 Penalty: 1587.923706
	Iteration 25Q: 3 clusters Score -245441.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -245451.156250 Penalty: 1587.923706
	Iteration 26Q: 3 clusters Score -245451.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -245458.468750 Penalty: 1587.923706
	Iteration 27Q: 3 clusters Score -245458.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -245463.125000 Penalty: 1587.923706
	Iteration 28Q: 3 clusters Score -245463.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -245467.640625 Penalty: 1587.923706
	Iteration 29Q: 3 clusters Score -245467.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -245469.171875 Penalty: 1587.923706
	Iteration 30Q: 3 clusters Score -245469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -245469.015625 Penalty: 1587.923706
	Iteration 31Q: 3 clusters Score -245469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -245469.093750 Penalty: 1587.923706
	Iteration 32Q: 3 clusters Score -245469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -245469.093750 Penalty: 1587.923706
	Iteration 33F: 3 clusters Score -245469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Entering Unmasked Estep 
Score: -258225.906250 Penalty: 794.450989
	Iteration 0F: 2 clusters Score -258225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -255069.453125 Penalty: 1588.901978
	Iteration 0F: 3 clusters Score -255069.5 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -255979.859375 Penalty: 1588.901978
	Iteration 1F: 3 clusters Score -255979.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -256082.515625 Penalty: 1588.901978
	Iteration 2F: 3 clusters Score -256082.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -256156.796875 Penalty: 1588.901978
	Iteration 3Q: 3 clusters Score -256156.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -256220.015625 Penalty: 1588.901978
	Iteration 4Q: 3 clusters Score -256220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -256273.203125 Penalty: 1588.901978
	Iteration 5Q: 3 clusters Score -256273.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -256323.500000 Penalty: 1588.901978
	Iteration 6Q: 3 clusters Score -256323.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -256400.281250 Penalty: 1588.901978
	Iteration 7Q: 3 clusters Score -256400.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -256500.609375 Penalty: 1588.901978
	Iteration 8Q: 3 clusters Score -256500.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -256614.984375 Penalty: 1588.901978
	Iteration 9Q: 3 clusters Score -256615 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -256730.921875 Penalty: 1588.901978
	Iteration 10Q: 3 clusters Score -256730.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -256867.156250 Penalty: 1588.901978
	Iteration 11Q: 3 clusters Score -256867.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -257025.171875 Penalty: 1588.901978
	Iteration 12Q: 3 clusters Score -257025.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -257156.265625 Penalty: 1588.901978
	Iteration 13Q: 3 clusters Score -257156.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -257258.328125 Penalty: 1588.901978
	Iteration 14Q: 3 clusters Score -257258.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -257336.421875 Penalty: 1588.901978
	Iteration 15Q: 3 clusters Score -257336.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -257399.140625 Penalty: 1588.901978
	Iteration 16Q: 3 clusters Score -257399.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -257443.375000 Penalty: 1588.901978
	Iteration 17Q: 3 clusters Score -257443.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -257479.218750 Penalty: 1588.901978
	Iteration 18Q: 3 clusters Score -257479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -257498.812500 Penalty: 1588.901978
	Iteration 19Q: 3 clusters Score -257498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -257506.562500 Penalty: 1588.901978
	Iteration 20F: 3 clusters Score -257506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -257509.296875 Penalty: 1588.901978
	Iteration 21Q: 3 clusters Score -257509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -257511.109375 Penalty: 1588.901978
	Iteration 22Q: 3 clusters Score -257511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -257513.515625 Penalty: 1588.901978
	Iteration 23Q: 3 clusters Score -257513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -257513.515625 Penalty: 1588.901978
	Iteration 24F: 3 clusters Score -257513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 35134 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 141962 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 20685 members 
Mstep: Class 10 contains 43439 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 13779 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 8312 members 
Mstep: Class 15 contains 25094 members 
Mstep: Class 16 contains 280165 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 78367 members 
Mstep: Class 19 contains 8293 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 4262 members 
Mstep: Class 23 contains 4284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617484.000000 Penalty: 30804.640625
Iteration 159Q: 25 clusters Score -3.861748e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 35156 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 142012 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6474 members 
Mstep: Class 9 contains 20610 members 
Mstep: Class 10 contains 43497 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 15 contains 25096 members 
Mstep: Class 16 contains 280350 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 78413 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 16173 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617660.000000 Penalty: 30804.640625
Iteration 160F: 25 clusters Score -3.861766e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 35160 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 142009 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6473 members 
Mstep: Class 9 contains 20539 members 
Mstep: Class 10 contains 43413 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 12 contains 13857 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 8320 members 
Mstep: Class 15 contains 25101 members 
Mstep: Class 16 contains 280403 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 78421 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 16157 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617848.000000 Penalty: 30804.640625
Iteration 161Q: 25 clusters Score -3.861785e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 35165 members 
Mstep: Class 3 contains 5093 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 141995 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6474 members 
Mstep: Class 9 contains 20461 members 
Mstep: Class 10 contains 43342 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 13893 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 8330 members 
Mstep: Class 15 contains 25100 members 
Mstep: Class 16 contains 280472 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 78426 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 16151 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617980.000000 Penalty: 30804.640625
Iteration 162Q: 25 clusters Score -3.861798e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 35168 members 
Mstep: Class 3 contains 5095 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 141980 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6474 members 
Mstep: Class 9 contains 20381 members 
Mstep: Class 10 contains 43278 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 13938 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 8338 members 
Mstep: Class 15 contains 25099 members 
Mstep: Class 16 contains 280544 members 
Mstep: Class 17 contains 6727 members 
Mstep: Class 18 contains 78428 members 
Mstep: Class 19 contains 8287 members 
Mstep: Class 20 contains 16146 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617988.000000 Penalty: 30804.640625
Iteration 163Q: 25 clusters Score -3.861799e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35168 members 
Mstep: Class 3 contains 5101 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 141973 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6476 members 
Mstep: Class 9 contains 20299 members 
Mstep: Class 10 contains 43226 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 13991 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 8343 members 
Mstep: Class 15 contains 25100 members 
Mstep: Class 16 contains 280606 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 18 contains 78424 members 
Mstep: Class 19 contains 8281 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617996.000000 Penalty: 30804.640625
Iteration 164Q: 25 clusters Score -3.8618e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35168 members 
Mstep: Class 3 contains 5103 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141958 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6480 members 
Mstep: Class 9 contains 20206 members 
Mstep: Class 10 contains 43180 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 14043 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 8349 members 
Mstep: Class 15 contains 25105 members 
Mstep: Class 16 contains 280682 members 
Mstep: Class 17 contains 6733 members 
Mstep: Class 18 contains 78427 members 
Mstep: Class 19 contains 8273 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 3359 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618008.000000 Penalty: 30804.640625
Iteration 165Q: 25 clusters Score -3.861801e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 35168 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141954 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 20106 members 
Mstep: Class 10 contains 43135 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 14093 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 8352 members 
Mstep: Class 15 contains 25111 members 
Mstep: Class 16 contains 280758 members 
Mstep: Class 17 contains 6733 members 
Mstep: Class 18 contains 78427 members 
Mstep: Class 19 contains 8273 members 
Mstep: Class 20 contains 16140 members 
Mstep: Class 21 contains 3360 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618064.000000 Penalty: 30804.640625
Iteration 166Q: 25 clusters Score -3.861806e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 35168 members 
Mstep: Class 3 contains 5106 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141948 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 20003 members 
Mstep: Class 10 contains 43104 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 14148 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 8355 members 
Mstep: Class 15 contains 25115 members 
Mstep: Class 16 contains 280820 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 78430 members 
Mstep: Class 19 contains 8269 members 
Mstep: Class 20 contains 16133 members 
Mstep: Class 21 contains 3366 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618100.000000 Penalty: 30804.640625
Iteration 167Q: 25 clusters Score -3.86181e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 35167 members 
Mstep: Class 3 contains 5107 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141938 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 19872 members 
Mstep: Class 10 contains 43076 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 14199 members 
Mstep: Class 13 contains 2928 members 
Mstep: Class 14 contains 8358 members 
Mstep: Class 15 contains 25119 members 
Mstep: Class 16 contains 280915 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 78430 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 16130 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618028.000000 Penalty: 30804.640625
Iteration 168Q: 25 clusters Score -3.861803e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 35166 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141933 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6486 members 
Mstep: Class 9 contains 19738 members 
Mstep: Class 10 contains 43039 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 14282 members 
Mstep: Class 13 contains 2929 members 
Mstep: Class 14 contains 8359 members 
Mstep: Class 15 contains 25119 members 
Mstep: Class 16 contains 280991 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 78440 members 
Mstep: Class 19 contains 8262 members 
Mstep: Class 20 contains 16130 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618036.000000 Penalty: 30804.640625
Iteration 169Q: 25 clusters Score -3.861804e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 35165 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141925 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 19605 members 
Mstep: Class 10 contains 43008 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 14351 members 
Mstep: Class 13 contains 2930 members 
Mstep: Class 14 contains 8360 members 
Mstep: Class 15 contains 25123 members 
Mstep: Class 16 contains 281077 members 
Mstep: Class 17 contains 6751 members 
Mstep: Class 18 contains 78442 members 
Mstep: Class 19 contains 8260 members 
Mstep: Class 20 contains 16129 members 
Mstep: Class 21 contains 3373 members 
Mstep: Class 22 contains 4237 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618088.000000 Penalty: 30804.640625
Iteration 170Q: 25 clusters Score -3.861809e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35165 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141921 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6493 members 
Mstep: Class 9 contains 19471 members 
Mstep: Class 10 contains 42973 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 14417 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 8362 members 
Mstep: Class 15 contains 25127 members 
Mstep: Class 16 contains 281168 members 
Mstep: Class 17 contains 6753 members 
Mstep: Class 18 contains 78448 members 
Mstep: Class 19 contains 8257 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3379 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618128.000000 Penalty: 30804.640625
Iteration 171Q: 25 clusters Score -3.861813e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35165 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141921 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6493 members 
Mstep: Class 9 contains 19323 members 
Mstep: Class 10 contains 42951 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 14489 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 25130 members 
Mstep: Class 16 contains 281256 members 
Mstep: Class 17 contains 6753 members 
Mstep: Class 18 contains 78455 members 
Mstep: Class 19 contains 8253 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3383 members 
Mstep: Class 22 contains 4228 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618132.000000 Penalty: 30804.640625
Iteration 172Q: 25 clusters Score -3.861813e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35164 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141917 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 19168 members 
Mstep: Class 10 contains 42920 members 
Mstep: Class 11 contains 2824 members 
Mstep: Class 12 contains 14567 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 8361 members 
Mstep: Class 15 contains 25135 members 
Mstep: Class 16 contains 281362 members 
Mstep: Class 17 contains 6753 members 
Mstep: Class 18 contains 78457 members 
Mstep: Class 19 contains 8249 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 4228 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618088.000000 Penalty: 30804.640625
Iteration 173Q: 25 clusters Score -3.861809e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35161 members 
Mstep: Class 3 contains 5114 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 141914 members 
Mstep: Class 6 contains 3811 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6498 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 42899 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 8360 members 
Mstep: Class 15 contains 25140 members 
Mstep: Class 16 contains 281483 members 
Mstep: Class 17 contains 6754 members 
Mstep: Class 18 contains 78457 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 4223 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618128.000000 Penalty: 30804.640625
Iteration 174Q: 25 clusters Score -3.861813e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35160 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 141910 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 18829 members 
Mstep: Class 10 contains 42877 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 14732 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 8361 members 
Mstep: Class 15 contains 25144 members 
Mstep: Class 16 contains 281584 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 78458 members 
Mstep: Class 19 contains 8246 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3405 members 
Mstep: Class 22 contains 4220 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618188.000000 Penalty: 30804.640625
Iteration 175Q: 25 clusters Score -3.861819e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35156 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141904 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6503 members 
Mstep: Class 9 contains 18635 members 
Mstep: Class 10 contains 42851 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 14815 members 
Mstep: Class 13 contains 2907 members 
Mstep: Class 14 contains 8360 members 
Mstep: Class 15 contains 25146 members 
Mstep: Class 16 contains 281720 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 78462 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3414 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618288.000000 Penalty: 30804.640625
Iteration 176Q: 25 clusters Score -3.861829e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35156 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141906 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 18422 members 
Mstep: Class 10 contains 42824 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 14906 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 25149 members 
Mstep: Class 16 contains 281844 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 78468 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3428 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618340.000000 Penalty: 30804.640625
Iteration 177Q: 25 clusters Score -3.861834e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35158 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141908 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 18188 members 
Mstep: Class 10 contains 42802 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 15010 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 25154 members 
Mstep: Class 16 contains 281973 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 78474 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3435 members 
Mstep: Class 22 contains 4206 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618308.000000 Penalty: 30804.640625
Iteration 178Q: 25 clusters Score -3.861831e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35158 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141903 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 17968 members 
Mstep: Class 10 contains 42754 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 15107 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 8374 members 
Mstep: Class 15 contains 25158 members 
Mstep: Class 16 contains 282121 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 78477 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3455 members 
Mstep: Class 22 contains 4205 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618416.000000 Penalty: 30804.640625
Iteration 179Q: 25 clusters Score -3.861842e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35157 members 
Mstep: Class 3 contains 5120 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141899 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 17726 members 
Mstep: Class 10 contains 42701 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 8383 members 
Mstep: Class 15 contains 25160 members 
Mstep: Class 16 contains 282265 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 78478 members 
Mstep: Class 19 contains 8237 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 4205 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618468.000000 Penalty: 30804.640625
Iteration 180F: 25 clusters Score -3.861847e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35154 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141902 members 
Mstep: Class 6 contains 3814 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 42661 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 15374 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 8386 members 
Mstep: Class 15 contains 25161 members 
Mstep: Class 16 contains 282409 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 78481 members 
Mstep: Class 19 contains 8236 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3480 members 
Mstep: Class 22 contains 4204 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618512.000000 Penalty: 30804.640625
Iteration 181Q: 25 clusters Score -3.861851e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35151 members 
Mstep: Class 3 contains 5130 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 141903 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 17208 members 
Mstep: Class 10 contains 42625 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 15507 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 8390 members 
Mstep: Class 15 contains 25161 members 
Mstep: Class 16 contains 282568 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 78482 members 
Mstep: Class 19 contains 8234 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3490 members 
Mstep: Class 22 contains 4200 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618488.000000 Penalty: 30804.640625
Iteration 182Q: 25 clusters Score -3.861849e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35150 members 
Mstep: Class 3 contains 5130 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 141906 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6498 members 
Mstep: Class 9 contains 16962 members 
Mstep: Class 10 contains 42603 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 15630 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 14 contains 8392 members 
Mstep: Class 15 contains 25163 members 
Mstep: Class 16 contains 282717 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 78483 members 
Mstep: Class 19 contains 8232 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 4195 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618560.000000 Penalty: 30804.640625
Iteration 183Q: 25 clusters Score -3.861856e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35148 members 
Mstep: Class 3 contains 5130 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 141907 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6497 members 
Mstep: Class 9 contains 16697 members 
Mstep: Class 10 contains 42576 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 12 contains 15774 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 8394 members 
Mstep: Class 15 contains 25162 members 
Mstep: Class 16 contains 282867 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 78482 members 
Mstep: Class 19 contains 8232 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618524.000000 Penalty: 30804.640625
Iteration 184Q: 25 clusters Score -3.861852e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35148 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 141905 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 16422 members 
Mstep: Class 10 contains 42558 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 15915 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 8401 members 
Mstep: Class 15 contains 25161 members 
Mstep: Class 16 contains 283000 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 78484 members 
Mstep: Class 19 contains 8234 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3516 members 
Mstep: Class 22 contains 4191 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618644.000000 Penalty: 30804.640625
Iteration 185Q: 25 clusters Score -3.861864e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35150 members 
Mstep: Class 3 contains 5130 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 141907 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 16160 members 
Mstep: Class 10 contains 42531 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 16052 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 25162 members 
Mstep: Class 16 contains 283126 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 78487 members 
Mstep: Class 19 contains 8235 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3535 members 
Mstep: Class 22 contains 4188 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618692.000000 Penalty: 30804.640625
Iteration 186Q: 25 clusters Score -3.861869e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35152 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 141911 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 15853 members 
Mstep: Class 10 contains 42509 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 12 contains 16202 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 25161 members 
Mstep: Class 16 contains 283291 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 78493 members 
Mstep: Class 19 contains 8236 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3549 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618776.000000 Penalty: 30804.640625
Iteration 187Q: 25 clusters Score -3.861878e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35153 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 141916 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 15513 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 11 contains 2780 members 
Mstep: Class 12 contains 16385 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 8412 members 
Mstep: Class 15 contains 25164 members 
Mstep: Class 16 contains 283444 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 78498 members 
Mstep: Class 19 contains 8237 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618856.000000 Penalty: 30804.640625
Iteration 188Q: 25 clusters Score -3.861886e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35151 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 141924 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6496 members 
Mstep: Class 9 contains 15165 members 
Mstep: Class 10 contains 42451 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 25166 members 
Mstep: Class 16 contains 283610 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 78496 members 
Mstep: Class 19 contains 8239 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3559 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618992.000000 Penalty: 30804.640625
Iteration 189Q: 25 clusters Score -3.861899e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35150 members 
Mstep: Class 3 contains 5126 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141930 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6495 members 
Mstep: Class 9 contains 14782 members 
Mstep: Class 10 contains 42402 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 16828 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 25168 members 
Mstep: Class 16 contains 283797 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 78502 members 
Mstep: Class 19 contains 8241 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 4174 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619196.000000 Penalty: 30804.640625
Iteration 190Q: 25 clusters Score -3.86192e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35149 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141927 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 14363 members 
Mstep: Class 10 contains 42340 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 17069 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 25169 members 
Mstep: Class 16 contains 284013 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 78508 members 
Mstep: Class 19 contains 8243 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619324.000000 Penalty: 30804.640625
Iteration 191Q: 25 clusters Score -3.861932e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35152 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141929 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 13960 members 
Mstep: Class 10 contains 42270 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 17324 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 8442 members 
Mstep: Class 15 contains 25171 members 
Mstep: Class 16 contains 284223 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 78514 members 
Mstep: Class 19 contains 8246 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3593 members 
Mstep: Class 22 contains 4158 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619528.000000 Penalty: 30804.640625
Iteration 192Q: 25 clusters Score -3.861953e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35155 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141924 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 42189 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 17569 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 25175 members 
Mstep: Class 16 contains 284435 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 78512 members 
Mstep: Class 19 contains 8243 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3605 members 
Mstep: Class 22 contains 4154 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619704.000000 Penalty: 30804.640625
Iteration 193Q: 25 clusters Score -3.86197e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35153 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141931 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 13159 members 
Mstep: Class 10 contains 42114 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 17836 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 8467 members 
Mstep: Class 15 contains 25176 members 
Mstep: Class 16 contains 284625 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 78518 members 
Mstep: Class 19 contains 8246 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3618 members 
Mstep: Class 22 contains 4153 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619732.000000 Penalty: 30804.640625
Iteration 194Q: 25 clusters Score -3.861973e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35150 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141943 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 6485 members 
Mstep: Class 9 contains 12737 members 
Mstep: Class 10 contains 42045 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 8478 members 
Mstep: Class 15 contains 25181 members 
Mstep: Class 16 contains 284830 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 78529 members 
Mstep: Class 19 contains 8246 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3634 members 
Mstep: Class 22 contains 4144 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619928.000000 Penalty: 30804.640625
Iteration 195Q: 25 clusters Score -3.861993e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 35148 members 
Mstep: Class 3 contains 5125 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 141962 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 6481 members 
Mstep: Class 9 contains 12317 members 
Mstep: Class 10 contains 42000 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 18322 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 8490 members 
Mstep: Class 15 contains 25185 members 
Mstep: Class 16 contains 285028 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 78535 members 
Mstep: Class 19 contains 8244 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3641 members 
Mstep: Class 22 contains 4134 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620088.000000 Penalty: 30804.640625
Iteration 196Q: 25 clusters Score -3.862009e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 35142 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 141983 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 6482 members 
Mstep: Class 9 contains 11955 members 
Mstep: Class 10 contains 41938 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18561 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 8498 members 
Mstep: Class 15 contains 25189 members 
Mstep: Class 16 contains 285185 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 78541 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3648 members 
Mstep: Class 22 contains 4126 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620424.000000 Penalty: 30804.640625
Iteration 197Q: 25 clusters Score -3.862042e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35138 members 
Mstep: Class 3 contains 5130 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 141999 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 6486 members 
Mstep: Class 9 contains 11633 members 
Mstep: Class 10 contains 41867 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18776 members 
Mstep: Class 13 contains 2826 members 
Mstep: Class 14 contains 8509 members 
Mstep: Class 15 contains 25188 members 
Mstep: Class 16 contains 285352 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 78536 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4124 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620704.000000 Penalty: 30804.640625
Iteration 198Q: 25 clusters Score -3.86207e+07 nChanged 875
Entering ConstructFrom: 
Score: -38620704.000000 Penalty: 30804.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -323246.343750 Penalty: 827.461853
	Iteration 0F: 2 clusters Score -323246.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -318990.687500 Penalty: 1654.923706
	Iteration 0F: 3 clusters Score -318990.7 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -320588.000000 Penalty: 1654.923706
	Iteration 1F: 3 clusters Score -320588 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -320833.031250 Penalty: 1654.923706
	Iteration 2F: 3 clusters Score -320833 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -321011.718750 Penalty: 1654.923706
	Iteration 3F: 3 clusters Score -321011.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -321136.000000 Penalty: 1654.923706
	Iteration 4Q: 3 clusters Score -321136 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -321226.875000 Penalty: 1654.923706
	Iteration 5Q: 3 clusters Score -321226.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -321319.437500 Penalty: 1654.923706
	Iteration 6Q: 3 clusters Score -321319.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -321391.406250 Penalty: 1654.923706
	Iteration 7Q: 3 clusters Score -321391.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -321456.562500 Penalty: 1654.923706
	Iteration 8Q: 3 clusters Score -321456.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -321531.156250 Penalty: 1654.923706
	Iteration 9Q: 3 clusters Score -321531.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -321604.687500 Penalty: 1654.923706
	Iteration 10Q: 3 clusters Score -321604.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -321685.875000 Penalty: 1654.923706
	Iteration 11Q: 3 clusters Score -321685.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -321778.437500 Penalty: 1654.923706
	Iteration 12Q: 3 clusters Score -321778.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -321896.718750 Penalty: 1654.923706
	Iteration 13Q: 3 clusters Score -321896.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -322018.750000 Penalty: 1654.923706
	Iteration 14Q: 3 clusters Score -322018.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -322135.843750 Penalty: 1654.923706
	Iteration 15Q: 3 clusters Score -322135.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -322246.156250 Penalty: 1654.923706
	Iteration 16Q: 3 clusters Score -322246.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -322369.781250 Penalty: 1654.923706
	Iteration 17Q: 3 clusters Score -322369.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -322488.375000 Penalty: 1654.923706
	Iteration 18Q: 3 clusters Score -322488.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -322596.500000 Penalty: 1654.923706
	Iteration 19Q: 3 clusters Score -322596.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -322678.218750 Penalty: 1654.923706
	Iteration 20F: 3 clusters Score -322678.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -322755.406250 Penalty: 1654.923706
	Iteration 21Q: 3 clusters Score -322755.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -322830.000000 Penalty: 1654.923706
	Iteration 22Q: 3 clusters Score -322830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -322891.312500 Penalty: 1654.923706
	Iteration 23Q: 3 clusters Score -322891.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -322945.906250 Penalty: 1654.923706
	Iteration 24Q: 3 clusters Score -322945.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -323021.187500 Penalty: 1654.923706
	Iteration 25Q: 3 clusters Score -323021.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -323080.406250 Penalty: 1654.923706
	Iteration 26Q: 3 clusters Score -323080.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -323123.968750 Penalty: 1654.923706
	Iteration 27Q: 3 clusters Score -323124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -323173.218750 Penalty: 1654.923706
	Iteration 28Q: 3 clusters Score -323173.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -323200.593750 Penalty: 1654.923706
	Iteration 29Q: 3 clusters Score -323200.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -323213.312500 Penalty: 1654.923706
	Iteration 30Q: 3 clusters Score -323213.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -323220.406250 Penalty: 1654.923706
	Iteration 31Q: 3 clusters Score -323220.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -323224.656250 Penalty: 1654.923706
	Iteration 32Q: 3 clusters Score -323224.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -323226.312500 Penalty: 1654.923706
	Iteration 33Q: 3 clusters Score -323226.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -323227.531250 Penalty: 1654.923706
	Iteration 34Q: 3 clusters Score -323227.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -323228.656250 Penalty: 1654.923706
	Iteration 35Q: 3 clusters Score -323228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -323229.687500 Penalty: 1654.923706
	Iteration 36Q: 3 clusters Score -323229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -323230.000000 Penalty: 1654.923706
	Iteration 37Q: 3 clusters Score -323230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -323230.218750 Penalty: 1654.923706
	Iteration 38Q: 3 clusters Score -323230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -323230.968750 Penalty: 1654.923706
	Iteration 39Q: 3 clusters Score -323231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -323232.062500 Penalty: 1654.923706
	Iteration 40F: 3 clusters Score -323232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -323233.187500 Penalty: 1654.923706
	Iteration 41Q: 3 clusters Score -323233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -323233.750000 Penalty: 1654.923706
	Iteration 42Q: 3 clusters Score -323233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -323234.718750 Penalty: 1654.923706
	Iteration 43Q: 3 clusters Score -323234.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -323234.218750 Penalty: 1654.923706
	Iteration 44Q: 3 clusters Score -323234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -323234.218750 Penalty: 1654.923706
	Iteration 45F: 3 clusters Score -323234.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Entering Unmasked Estep 
Score: -2015839.125000 Penalty: 994.357849
	Iteration 0F: 2 clusters Score -2015839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1992424.375000 Penalty: 1988.715698
	Iteration 0F: 3 clusters Score -1992424 nChanged 16620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2001490.750000 Penalty: 1988.715698
	Iteration 1F: 3 clusters Score -2001491 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2001783.000000 Penalty: 1988.715698
	Iteration 2Q: 3 clusters Score -2001783 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2002185.375000 Penalty: 1988.715698
	Iteration 3Q: 3 clusters Score -2002185 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2002817.125000 Penalty: 1988.715698
	Iteration 4Q: 3 clusters Score -2002817 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2003908.125000 Penalty: 1988.715698
	Iteration 5F: 3 clusters Score -2003908 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2005602.500000 Penalty: 1988.715698
	Iteration 6F: 3 clusters Score -2005602 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2007917.625000 Penalty: 1988.715698
	Iteration 7F: 3 clusters Score -2007918 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2010462.750000 Penalty: 1988.715698
	Iteration 8F: 3 clusters Score -2010463 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2012450.500000 Penalty: 1988.715698
	Iteration 9F: 3 clusters Score -2012450 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2013750.625000 Penalty: 1988.715698
	Iteration 10Q: 3 clusters Score -2013751 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2014452.000000 Penalty: 1988.715698
	Iteration 11Q: 3 clusters Score -2014452 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2014726.250000 Penalty: 1988.715698
	Iteration 12Q: 3 clusters Score -2014726 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2014831.375000 Penalty: 1988.715698
	Iteration 13Q: 3 clusters Score -2014831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2014878.500000 Penalty: 1988.715698
	Iteration 14Q: 3 clusters Score -2014878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2014911.250000 Penalty: 1988.715698
	Iteration 15Q: 3 clusters Score -2014911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2014928.375000 Penalty: 1988.715698
	Iteration 16Q: 3 clusters Score -2014928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2014937.625000 Penalty: 1988.715698
	Iteration 17Q: 3 clusters Score -2014938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2014943.625000 Penalty: 1988.715698
	Iteration 18Q: 3 clusters Score -2014944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -2014947.125000 Penalty: 1988.715698
	Iteration 19Q: 3 clusters Score -2014947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -2014949.375000 Penalty: 1988.715698
	Iteration 20F: 3 clusters Score -2014949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2014952.625000 Penalty: 1988.715698
	Iteration 21Q: 3 clusters Score -2014953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2014953.875000 Penalty: 1988.715698
	Iteration 22Q: 3 clusters Score -2014954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2014956.375000 Penalty: 1988.715698
	Iteration 23Q: 3 clusters Score -2014956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2014963.625000 Penalty: 1988.715698
	Iteration 24Q: 3 clusters Score -2014964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2014969.625000 Penalty: 1988.715698
	Iteration 25Q: 3 clusters Score -2014970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2014977.125000 Penalty: 1988.715698
	Iteration 26Q: 3 clusters Score -2014977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2014986.375000 Penalty: 1988.715698
	Iteration 27Q: 3 clusters Score -2014986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2014991.000000 Penalty: 1988.715698
	Iteration 28Q: 3 clusters Score -2014991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2014996.000000 Penalty: 1988.715698
	Iteration 29Q: 3 clusters Score -2014996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2014995.625000 Penalty: 1988.715698
	Iteration 30Q: 3 clusters Score -2014996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2014995.625000 Penalty: 1988.715698
	Iteration 31F: 3 clusters Score -2014996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -247152.812500 Penalty: 811.460632
	Iteration 0F: 2 clusters Score -247152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -243524.531250 Penalty: 1622.921265
	Iteration 0F: 3 clusters Score -243524.5 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -244762.421875 Penalty: 1622.921265
	Iteration 1F: 3 clusters Score -244762.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -244939.718750 Penalty: 1622.921265
	Iteration 2F: 3 clusters Score -244939.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -245124.218750 Penalty: 1622.921265
	Iteration 3F: 3 clusters Score -245124.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -245302.906250 Penalty: 1622.921265
	Iteration 4F: 3 clusters Score -245302.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -245497.968750 Penalty: 1622.921265
	Iteration 5F: 3 clusters Score -245498 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -245686.218750 Penalty: 1622.921265
	Iteration 6F: 3 clusters Score -245686.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -245834.453125 Penalty: 1622.921265
	Iteration 7Q: 3 clusters Score -245834.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -245950.859375 Penalty: 1622.921265
	Iteration 8Q: 3 clusters Score -245950.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -246049.062500 Penalty: 1622.921265
	Iteration 9Q: 3 clusters Score -246049.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -246129.734375 Penalty: 1622.921265
	Iteration 10Q: 3 clusters Score -246129.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -246184.968750 Penalty: 1622.921265
	Iteration 11Q: 3 clusters Score -246185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -246225.953125 Penalty: 1622.921265
	Iteration 12Q: 3 clusters Score -246226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -246258.500000 Penalty: 1622.921265
	Iteration 13Q: 3 clusters Score -246258.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -246286.031250 Penalty: 1622.921265
	Iteration 14Q: 3 clusters Score -246286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -246308.906250 Penalty: 1622.921265
	Iteration 15Q: 3 clusters Score -246308.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -246340.546875 Penalty: 1622.921265
	Iteration 16Q: 3 clusters Score -246340.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -246377.421875 Penalty: 1622.921265
	Iteration 17Q: 3 clusters Score -246377.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -246408.234375 Penalty: 1622.921265
	Iteration 18Q: 3 clusters Score -246408.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -246435.828125 Penalty: 1622.921265
	Iteration 19Q: 3 clusters Score -246435.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -246455.359375 Penalty: 1622.921265
	Iteration 20F: 3 clusters Score -246455.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -246470.500000 Penalty: 1622.921265
	Iteration 21Q: 3 clusters Score -246470.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -246484.046875 Penalty: 1622.921265
	Iteration 22Q: 3 clusters Score -246484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -246495.750000 Penalty: 1622.921265
	Iteration 23Q: 3 clusters Score -246495.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -246509.718750 Penalty: 1622.921265
	Iteration 24Q: 3 clusters Score -246509.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -246526.031250 Penalty: 1622.921265
	Iteration 25Q: 3 clusters Score -246526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -246542.250000 Penalty: 1622.921265
	Iteration 26Q: 3 clusters Score -246542.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -246560.359375 Penalty: 1622.921265
	Iteration 27Q: 3 clusters Score -246560.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -246580.421875 Penalty: 1622.921265
	Iteration 28Q: 3 clusters Score -246580.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -246607.968750 Penalty: 1622.921265
	Iteration 29Q: 3 clusters Score -246608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -246636.359375 Penalty: 1622.921265
	Iteration 30Q: 3 clusters Score -246636.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -246664.296875 Penalty: 1622.921265
	Iteration 31Q: 3 clusters Score -246664.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -246692.187500 Penalty: 1622.921265
	Iteration 32Q: 3 clusters Score -246692.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -246706.953125 Penalty: 1622.921265
	Iteration 33Q: 3 clusters Score -246707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -246719.125000 Penalty: 1622.921265
	Iteration 34Q: 3 clusters Score -246719.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -246734.140625 Penalty: 1622.921265
	Iteration 35Q: 3 clusters Score -246734.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -246743.953125 Penalty: 1622.921265
	Iteration 36Q: 3 clusters Score -246744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -246754.625000 Penalty: 1622.921265
	Iteration 37Q: 3 clusters Score -246754.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -246760.593750 Penalty: 1622.921265
	Iteration 38Q: 3 clusters Score -246760.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -246767.218750 Penalty: 1622.921265
	Iteration 39Q: 3 clusters Score -246767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -246777.781250 Penalty: 1622.921265
	Iteration 40F: 3 clusters Score -246777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -246781.578125 Penalty: 1622.921265
	Iteration 41Q: 3 clusters Score -246781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -246782.656250 Penalty: 1622.921265
	Iteration 42Q: 3 clusters Score -246782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -246784.187500 Penalty: 1622.921265
	Iteration 43Q: 3 clusters Score -246784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -246784.187500 Penalty: 1622.921265
	Iteration 44F: 3 clusters Score -246784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -208465.921875 Penalty: 789.044434
	Iteration 0F: 2 clusters Score -208465.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -205418.359375 Penalty: 1578.088867
	Iteration 0F: 3 clusters Score -205418.4 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -206556.765625 Penalty: 1578.088867
	Iteration 1F: 3 clusters Score -206556.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -206830.437500 Penalty: 1578.088867
	Iteration 2F: 3 clusters Score -206830.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -207109.109375 Penalty: 1578.088867
	Iteration 3F: 3 clusters Score -207109.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -207381.687500 Penalty: 1578.088867
	Iteration 4F: 3 clusters Score -207381.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -207659.703125 Penalty: 1578.088867
	Iteration 5F: 3 clusters Score -207659.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -207881.843750 Penalty: 1578.088867
	Iteration 6F: 3 clusters Score -207881.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -208046.640625 Penalty: 1578.088867
	Iteration 7Q: 3 clusters Score -208046.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -208187.875000 Penalty: 1578.088867
	Iteration 8Q: 3 clusters Score -208187.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -208267.703125 Penalty: 1578.088867
	Iteration 9Q: 3 clusters Score -208267.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -208299.328125 Penalty: 1578.088867
	Iteration 10Q: 3 clusters Score -208299.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -208315.484375 Penalty: 1578.088867
	Iteration 11Q: 3 clusters Score -208315.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -208327.812500 Penalty: 1578.088867
	Iteration 12Q: 3 clusters Score -208327.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -208335.640625 Penalty: 1578.088867
	Iteration 13Q: 3 clusters Score -208335.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -208338.593750 Penalty: 1578.088867
	Iteration 14Q: 3 clusters Score -208338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -208340.750000 Penalty: 1578.088867
	Iteration 15Q: 3 clusters Score -208340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -208343.734375 Penalty: 1578.088867
	Iteration 16Q: 3 clusters Score -208343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -208344.468750 Penalty: 1578.088867
	Iteration 17Q: 3 clusters Score -208344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -208344.953125 Penalty: 1578.088867
	Iteration 18Q: 3 clusters Score -208345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -208346.218750 Penalty: 1578.088867
	Iteration 19Q: 3 clusters Score -208346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -208346.906250 Penalty: 1578.088867
	Iteration 20F: 3 clusters Score -208346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (142013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Entering Unmasked Estep 
Score: -7705992.000000 Penalty: 1127.049072
	Iteration 0F: 2 clusters Score -7705992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -7610626.000000 Penalty: 2254.098145
	Iteration 0F: 3 clusters Score -7610626 nChanged 69015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -7652658.000000 Penalty: 2254.098145
	Iteration 1F: 3 clusters Score -7652658 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -7654800.000000 Penalty: 2254.098145
	Iteration 2Q: 3 clusters Score -7654800 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -7658034.500000 Penalty: 2254.098145
	Iteration 3Q: 3 clusters Score -7658034 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -7663009.500000 Penalty: 2254.098145
	Iteration 4F: 3 clusters Score -7663010 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -7669806.000000 Penalty: 2254.098145
	Iteration 5F: 3 clusters Score -7669806 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -7677784.500000 Penalty: 2254.098145
	Iteration 6F: 3 clusters Score -7677784 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -7686001.000000 Penalty: 2254.098145
	Iteration 7F: 3 clusters Score -7686001 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -7692953.500000 Penalty: 2254.098145
	Iteration 8F: 3 clusters Score -7692954 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 131435 members 
Entering Unmasked Estep 
Score: -7697934.500000 Penalty: 2254.098145
	Iteration 9Q: 3 clusters Score -7697934 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 135514 members 
Entering Unmasked Estep 
Score: -7701138.000000 Penalty: 2254.098145
	Iteration 10Q: 3 clusters Score -7701138 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 137961 members 
Entering Unmasked Estep 
Score: -7702874.500000 Penalty: 2254.098145
	Iteration 11Q: 3 clusters Score -7702874 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 139381 members 
Entering Unmasked Estep 
Score: -7703764.000000 Penalty: 2254.098145
	Iteration 12Q: 3 clusters Score -7703764 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 140196 members 
Entering Unmasked Estep 
Score: -7704226.000000 Penalty: 2254.098145
	Iteration 13Q: 3 clusters Score -7704226 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 140705 members 
Entering Unmasked Estep 
Score: -7704519.500000 Penalty: 2254.098145
	Iteration 14Q: 3 clusters Score -7704520 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 141008 members 
Entering Unmasked Estep 
Score: -7704683.000000 Penalty: 2254.098145
	Iteration 15Q: 3 clusters Score -7704683 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 141205 members 
Entering Unmasked Estep 
Score: -7704790.500000 Penalty: 2254.098145
	Iteration 16Q: 3 clusters Score -7704790 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 141331 members 
Entering Unmasked Estep 
Score: -7704863.500000 Penalty: 2254.098145
	Iteration 17Q: 3 clusters Score -7704864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 141417 members 
Entering Unmasked Estep 
Score: -7704914.500000 Penalty: 2254.098145
	Iteration 18Q: 3 clusters Score -7704914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 141472 members 
Entering Unmasked Estep 
Score: -7704953.500000 Penalty: 2254.098145
	Iteration 19Q: 3 clusters Score -7704954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 141512 members 
Entering Unmasked Estep 
Score: -7704983.000000 Penalty: 2254.098145
	Iteration 20F: 3 clusters Score -7704983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -7704996.500000 Penalty: 2254.098145
	Iteration 21Q: 3 clusters Score -7704996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 141559 members 
Entering Unmasked Estep 
Score: -7705009.500000 Penalty: 2254.098145
	Iteration 22Q: 3 clusters Score -7705010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 141573 members 
Entering Unmasked Estep 
Score: -7705016.000000 Penalty: 2254.098145
	Iteration 23Q: 3 clusters Score -7705016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 141585 members 
Entering Unmasked Estep 
Score: -7705025.500000 Penalty: 2254.098145
	Iteration 24Q: 3 clusters Score -7705026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 141594 members 
Entering Unmasked Estep 
Score: -7705035.000000 Penalty: 2254.098145
	Iteration 25Q: 3 clusters Score -7705035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 141601 members 
Entering Unmasked Estep 
Score: -7705046.500000 Penalty: 2254.098145
	Iteration 26Q: 3 clusters Score -7705046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -7705040.000000 Penalty: 2254.098145
	Iteration 27Q: 3 clusters Score -7705040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 141613 members 
Entering Unmasked Estep 
Score: -7705044.000000 Penalty: 2254.098145
	Iteration 28Q: 3 clusters Score -7705044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 141615 members 
Entering Unmasked Estep 
Score: -7705045.500000 Penalty: 2254.098145
	Iteration 29Q: 3 clusters Score -7705046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 141616 members 
Entering Unmasked Estep 
Score: -7705052.000000 Penalty: 2254.098145
	Iteration 30Q: 3 clusters Score -7705052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 141618 members 
Entering Unmasked Estep 
Score: -7705056.500000 Penalty: 2254.098145
	Iteration 31Q: 3 clusters Score -7705056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 141620 members 
Entering Unmasked Estep 
Score: -7705053.000000 Penalty: 2254.098145
	Iteration 32Q: 3 clusters Score -7705053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 141620 members 
Entering Unmasked Estep 
Score: -7705052.000000 Penalty: 2254.098145
	Iteration 33Q: 3 clusters Score -7705052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 141621 members 
Entering Unmasked Estep 
Score: -7705053.500000 Penalty: 2254.098145
	Iteration 34Q: 3 clusters Score -7705054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 141621 members 
Entering Unmasked Estep 
Score: -7705053.500000 Penalty: 2254.098145
	Iteration 35F: 3 clusters Score -7705054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Entering Unmasked Estep 
Score: -186131.390625 Penalty: 783.684753
	Iteration 0F: 2 clusters Score -186131.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -183321.437500 Penalty: 1567.369507
	Iteration 0F: 3 clusters Score -183321.4 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -184232.640625 Penalty: 1567.369507
	Iteration 1F: 3 clusters Score -184232.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -184470.718750 Penalty: 1567.369507
	Iteration 2F: 3 clusters Score -184470.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -184755.953125 Penalty: 1567.369507
	Iteration 3F: 3 clusters Score -184756 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -184976.078125 Penalty: 1567.369507
	Iteration 4F: 3 clusters Score -184976.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -185115.500000 Penalty: 1567.369507
	Iteration 5F: 3 clusters Score -185115.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -185232.750000 Penalty: 1567.369507
	Iteration 6Q: 3 clusters Score -185232.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -185332.859375 Penalty: 1567.369507
	Iteration 7Q: 3 clusters Score -185332.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -185411.718750 Penalty: 1567.369507
	Iteration 8Q: 3 clusters Score -185411.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -185461.625000 Penalty: 1567.369507
	Iteration 9Q: 3 clusters Score -185461.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -185495.796875 Penalty: 1567.369507
	Iteration 10Q: 3 clusters Score -185495.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -185520.703125 Penalty: 1567.369507
	Iteration 11Q: 3 clusters Score -185520.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -185538.046875 Penalty: 1567.369507
	Iteration 12Q: 3 clusters Score -185538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -185545.781250 Penalty: 1567.369507
	Iteration 13Q: 3 clusters Score -185545.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -185551.593750 Penalty: 1567.369507
	Iteration 14Q: 3 clusters Score -185551.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -185560.281250 Penalty: 1567.369507
	Iteration 15Q: 3 clusters Score -185560.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -185569.250000 Penalty: 1567.369507
	Iteration 16Q: 3 clusters Score -185569.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -185574.625000 Penalty: 1567.369507
	Iteration 17Q: 3 clusters Score -185574.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -185581.406250 Penalty: 1567.369507
	Iteration 18Q: 3 clusters Score -185581.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -185586.203125 Penalty: 1567.369507
	Iteration 19Q: 3 clusters Score -185586.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -185589.515625 Penalty: 1567.369507
	Iteration 20F: 3 clusters Score -185589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -185592.031250 Penalty: 1567.369507
	Iteration 21Q: 3 clusters Score -185592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -185596.093750 Penalty: 1567.369507
	Iteration 22Q: 3 clusters Score -185596.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -185598.453125 Penalty: 1567.369507
	Iteration 23Q: 3 clusters Score -185598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -185599.250000 Penalty: 1567.369507
	Iteration 24Q: 3 clusters Score -185599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -185599.890625 Penalty: 1567.369507
	Iteration 25Q: 3 clusters Score -185599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -185599.718750 Penalty: 1567.369507
	Iteration 26Q: 3 clusters Score -185599.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -185599.718750 Penalty: 1567.369507
	Iteration 27F: 3 clusters Score -185599.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Entering Unmasked Estep 
Score: -710718.625000 Penalty: 901.256531
	Iteration 0F: 2 clusters Score -710718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -701834.250000 Penalty: 1802.513062
	Iteration 0F: 3 clusters Score -701834.2 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -705097.750000 Penalty: 1802.513062
	Iteration 1F: 3 clusters Score -705097.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -705425.187500 Penalty: 1802.513062
	Iteration 2F: 3 clusters Score -705425.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -705737.187500 Penalty: 1802.513062
	Iteration 3F: 3 clusters Score -705737.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -706015.375000 Penalty: 1802.513062
	Iteration 4F: 3 clusters Score -706015.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -706254.937500 Penalty: 1802.513062
	Iteration 5Q: 3 clusters Score -706254.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -706492.125000 Penalty: 1802.513062
	Iteration 6Q: 3 clusters Score -706492.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -706769.500000 Penalty: 1802.513062
	Iteration 7Q: 3 clusters Score -706769.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -707086.875000 Penalty: 1802.513062
	Iteration 8Q: 3 clusters Score -707086.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -707482.625000 Penalty: 1802.513062
	Iteration 9Q: 3 clusters Score -707482.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -707898.437500 Penalty: 1802.513062
	Iteration 10Q: 3 clusters Score -707898.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -708298.812500 Penalty: 1802.513062
	Iteration 11Q: 3 clusters Score -708298.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -708651.312500 Penalty: 1802.513062
	Iteration 12Q: 3 clusters Score -708651.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -708929.625000 Penalty: 1802.513062
	Iteration 13Q: 3 clusters Score -708929.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -709171.812500 Penalty: 1802.513062
	Iteration 14Q: 3 clusters Score -709171.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -709322.625000 Penalty: 1802.513062
	Iteration 15Q: 3 clusters Score -709322.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -709440.875000 Penalty: 1802.513062
	Iteration 16Q: 3 clusters Score -709440.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -709532.937500 Penalty: 1802.513062
	Iteration 17Q: 3 clusters Score -709532.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -709606.812500 Penalty: 1802.513062
	Iteration 18Q: 3 clusters Score -709606.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -709659.250000 Penalty: 1802.513062
	Iteration 19Q: 3 clusters Score -709659.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -709706.625000 Penalty: 1802.513062
	Iteration 20F: 3 clusters Score -709706.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -709748.062500 Penalty: 1802.513062
	Iteration 21Q: 3 clusters Score -709748.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -709785.875000 Penalty: 1802.513062
	Iteration 22Q: 3 clusters Score -709785.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -709833.437500 Penalty: 1802.513062
	Iteration 23Q: 3 clusters Score -709833.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -709864.687500 Penalty: 1802.513062
	Iteration 24Q: 3 clusters Score -709864.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -709892.687500 Penalty: 1802.513062
	Iteration 25Q: 3 clusters Score -709892.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -709910.562500 Penalty: 1802.513062
	Iteration 26Q: 3 clusters Score -709910.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -709923.625000 Penalty: 1802.513062
	Iteration 27Q: 3 clusters Score -709923.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -709936.062500 Penalty: 1802.513062
	Iteration 28Q: 3 clusters Score -709936.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -709942.937500 Penalty: 1802.513062
	Iteration 29Q: 3 clusters Score -709942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -709947.625000 Penalty: 1802.513062
	Iteration 30Q: 3 clusters Score -709947.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -709949.250000 Penalty: 1802.513062
	Iteration 31Q: 3 clusters Score -709949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -709952.812500 Penalty: 1802.513062
	Iteration 32Q: 3 clusters Score -709952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -709955.250000 Penalty: 1802.513062
	Iteration 33Q: 3 clusters Score -709955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -709956.312500 Penalty: 1802.513062
	Iteration 34Q: 3 clusters Score -709956.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -709956.062500 Penalty: 1802.513062
	Iteration 35Q: 3 clusters Score -709956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -709956.062500 Penalty: 1802.513062
	Iteration 36F: 3 clusters Score -709956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Entering Unmasked Estep 
Score: -348073.031250 Penalty: 833.867798
	Iteration 0F: 2 clusters Score -348073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -343559.718750 Penalty: 1667.735596
	Iteration 0F: 3 clusters Score -343559.7 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -345249.437500 Penalty: 1667.735596
	Iteration 1F: 3 clusters Score -345249.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -345555.500000 Penalty: 1667.735596
	Iteration 2F: 3 clusters Score -345555.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -345820.937500 Penalty: 1667.735596
	Iteration 3F: 3 clusters Score -345820.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -346060.062500 Penalty: 1667.735596
	Iteration 4F: 3 clusters Score -346060.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -346274.093750 Penalty: 1667.735596
	Iteration 5F: 3 clusters Score -346274.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -346464.343750 Penalty: 1667.735596
	Iteration 6Q: 3 clusters Score -346464.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -346578.281250 Penalty: 1667.735596
	Iteration 7Q: 3 clusters Score -346578.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -346657.093750 Penalty: 1667.735596
	Iteration 8Q: 3 clusters Score -346657.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -346722.968750 Penalty: 1667.735596
	Iteration 9Q: 3 clusters Score -346723 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -346776.375000 Penalty: 1667.735596
	Iteration 10Q: 3 clusters Score -346776.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -346817.187500 Penalty: 1667.735596
	Iteration 11Q: 3 clusters Score -346817.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -346855.093750 Penalty: 1667.735596
	Iteration 12Q: 3 clusters Score -346855.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -346889.031250 Penalty: 1667.735596
	Iteration 13Q: 3 clusters Score -346889 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -346924.875000 Penalty: 1667.735596
	Iteration 14Q: 3 clusters Score -346924.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -346955.656250 Penalty: 1667.735596
	Iteration 15Q: 3 clusters Score -346955.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -346986.531250 Penalty: 1667.735596
	Iteration 16Q: 3 clusters Score -346986.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -347025.500000 Penalty: 1667.735596
	Iteration 17Q: 3 clusters Score -347025.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -347062.968750 Penalty: 1667.735596
	Iteration 18Q: 3 clusters Score -347063 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -347098.218750 Penalty: 1667.735596
	Iteration 19Q: 3 clusters Score -347098.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -347130.312500 Penalty: 1667.735596
	Iteration 20F: 3 clusters Score -347130.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -347163.500000 Penalty: 1667.735596
	Iteration 21Q: 3 clusters Score -347163.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -347192.281250 Penalty: 1667.735596
	Iteration 22Q: 3 clusters Score -347192.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -347220.500000 Penalty: 1667.735596
	Iteration 23Q: 3 clusters Score -347220.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -347248.562500 Penalty: 1667.735596
	Iteration 24Q: 3 clusters Score -347248.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -347276.343750 Penalty: 1667.735596
	Iteration 25Q: 3 clusters Score -347276.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -347311.718750 Penalty: 1667.735596
	Iteration 26Q: 3 clusters Score -347311.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -347414.750000 Penalty: 1667.735596
	Iteration 27Q: 3 clusters Score -347414.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -347599.156250 Penalty: 1667.735596
	Iteration 28Q: 3 clusters Score -347599.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -347708.781250 Penalty: 1667.735596
	Iteration 29Q: 3 clusters Score -347708.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -347737.375000 Penalty: 1667.735596
	Iteration 30Q: 3 clusters Score -347737.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -347753.031250 Penalty: 1667.735596
	Iteration 31Q: 3 clusters Score -347753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -347761.500000 Penalty: 1667.735596
	Iteration 32Q: 3 clusters Score -347761.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -347767.625000 Penalty: 1667.735596
	Iteration 33Q: 3 clusters Score -347767.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -347772.500000 Penalty: 1667.735596
	Iteration 34Q: 3 clusters Score -347772.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -347776.500000 Penalty: 1667.735596
	Iteration 35Q: 3 clusters Score -347776.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -347779.937500 Penalty: 1667.735596
	Iteration 36Q: 3 clusters Score -347779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -347785.062500 Penalty: 1667.735596
	Iteration 37Q: 3 clusters Score -347785.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -347786.781250 Penalty: 1667.735596
	Iteration 38Q: 3 clusters Score -347786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -347789.218750 Penalty: 1667.735596
	Iteration 39Q: 3 clusters Score -347789.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -347793.156250 Penalty: 1667.735596
	Iteration 40F: 3 clusters Score -347793.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -347801.250000 Penalty: 1667.735596
	Iteration 41Q: 3 clusters Score -347801.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -347807.375000 Penalty: 1667.735596
	Iteration 42Q: 3 clusters Score -347807.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -347817.562500 Penalty: 1667.735596
	Iteration 43Q: 3 clusters Score -347817.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -347821.281250 Penalty: 1667.735596
	Iteration 44Q: 3 clusters Score -347821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -347822.875000 Penalty: 1667.735596
	Iteration 45Q: 3 clusters Score -347822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -347824.937500 Penalty: 1667.735596
	Iteration 46Q: 3 clusters Score -347824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -347827.218750 Penalty: 1667.735596
	Iteration 47Q: 3 clusters Score -347827.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -347829.375000 Penalty: 1667.735596
	Iteration 48Q: 3 clusters Score -347829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -347830.812500 Penalty: 1667.735596
	Iteration 49Q: 3 clusters Score -347830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -347831.343750 Penalty: 1667.735596
	Iteration 50Q: 3 clusters Score -347831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -347832.312500 Penalty: 1667.735596
	Iteration 51Q: 3 clusters Score -347832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -347832.750000 Penalty: 1667.735596
	Iteration 52Q: 3 clusters Score -347832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -347833.062500 Penalty: 1667.735596
	Iteration 53Q: 3 clusters Score -347833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -347833.062500 Penalty: 1667.735596
	Iteration 54Q: 3 clusters Score -347833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -347833.093750 Penalty: 1667.735596
	Iteration 55Q: 3 clusters Score -347833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -347833.093750 Penalty: 1667.735596
	Iteration 56F: 3 clusters Score -347833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -653863.312500 Penalty: 886.978943
	Iteration 0F: 2 clusters Score -653863.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -646244.375000 Penalty: 1773.957886
	Iteration 0F: 3 clusters Score -646244.4 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -648928.875000 Penalty: 1773.957886
	Iteration 1F: 3 clusters Score -648928.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -649131.375000 Penalty: 1773.957886
	Iteration 2F: 3 clusters Score -649131.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -649298.750000 Penalty: 1773.957886
	Iteration 3Q: 3 clusters Score -649298.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -649496.875000 Penalty: 1773.957886
	Iteration 4Q: 3 clusters Score -649496.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -649749.312500 Penalty: 1773.957886
	Iteration 5Q: 3 clusters Score -649749.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -650048.187500 Penalty: 1773.957886
	Iteration 6F: 3 clusters Score -650048.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -650426.062500 Penalty: 1773.957886
	Iteration 7F: 3 clusters Score -650426.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -650900.687500 Penalty: 1773.957886
	Iteration 8F: 3 clusters Score -650900.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -651418.625000 Penalty: 1773.957886
	Iteration 9F: 3 clusters Score -651418.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -651854.437500 Penalty: 1773.957886
	Iteration 10F: 3 clusters Score -651854.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -652176.687500 Penalty: 1773.957886
	Iteration 11Q: 3 clusters Score -652176.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -652336.437500 Penalty: 1773.957886
	Iteration 12Q: 3 clusters Score -652336.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -652444.375000 Penalty: 1773.957886
	Iteration 13Q: 3 clusters Score -652444.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -652522.125000 Penalty: 1773.957886
	Iteration 14Q: 3 clusters Score -652522.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -652567.812500 Penalty: 1773.957886
	Iteration 15Q: 3 clusters Score -652567.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -652602.500000 Penalty: 1773.957886
	Iteration 16Q: 3 clusters Score -652602.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -652642.375000 Penalty: 1773.957886
	Iteration 17Q: 3 clusters Score -652642.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -652673.500000 Penalty: 1773.957886
	Iteration 18Q: 3 clusters Score -652673.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -652704.750000 Penalty: 1773.957886
	Iteration 19Q: 3 clusters Score -652704.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -652733.000000 Penalty: 1773.957886
	Iteration 20F: 3 clusters Score -652733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -652758.875000 Penalty: 1773.957886
	Iteration 21Q: 3 clusters Score -652758.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -652789.937500 Penalty: 1773.957886
	Iteration 22Q: 3 clusters Score -652789.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -652819.562500 Penalty: 1773.957886
	Iteration 23Q: 3 clusters Score -652819.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -652845.250000 Penalty: 1773.957886
	Iteration 24Q: 3 clusters Score -652845.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -652872.562500 Penalty: 1773.957886
	Iteration 25Q: 3 clusters Score -652872.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -652902.812500 Penalty: 1773.957886
	Iteration 26Q: 3 clusters Score -652902.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -652929.500000 Penalty: 1773.957886
	Iteration 27Q: 3 clusters Score -652929.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -652956.250000 Penalty: 1773.957886
	Iteration 28Q: 3 clusters Score -652956.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -652973.812500 Penalty: 1773.957886
	Iteration 29Q: 3 clusters Score -652973.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -652989.125000 Penalty: 1773.957886
	Iteration 30Q: 3 clusters Score -652989.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -653010.937500 Penalty: 1773.957886
	Iteration 31Q: 3 clusters Score -653010.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -653032.437500 Penalty: 1773.957886
	Iteration 32Q: 3 clusters Score -653032.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -653043.500000 Penalty: 1773.957886
	Iteration 33Q: 3 clusters Score -653043.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -653051.687500 Penalty: 1773.957886
	Iteration 34Q: 3 clusters Score -653051.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -653059.562500 Penalty: 1773.957886
	Iteration 35Q: 3 clusters Score -653059.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -653067.250000 Penalty: 1773.957886
	Iteration 36Q: 3 clusters Score -653067.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -653072.312500 Penalty: 1773.957886
	Iteration 37Q: 3 clusters Score -653072.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -653085.375000 Penalty: 1773.957886
	Iteration 38Q: 3 clusters Score -653085.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -653091.500000 Penalty: 1773.957886
	Iteration 39Q: 3 clusters Score -653091.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -653094.437500 Penalty: 1773.957886
	Iteration 40F: 3 clusters Score -653094.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -653098.687500 Penalty: 1773.957886
	Iteration 41Q: 3 clusters Score -653098.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -653102.187500 Penalty: 1773.957886
	Iteration 42Q: 3 clusters Score -653102.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -653106.250000 Penalty: 1773.957886
	Iteration 43Q: 3 clusters Score -653106.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -653108.000000 Penalty: 1773.957886
	Iteration 44Q: 3 clusters Score -653108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -653111.875000 Penalty: 1773.957886
	Iteration 45Q: 3 clusters Score -653111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -653114.562500 Penalty: 1773.957886
	Iteration 46Q: 3 clusters Score -653114.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -653115.500000 Penalty: 1773.957886
	Iteration 47Q: 3 clusters Score -653115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -653116.875000 Penalty: 1773.957886
	Iteration 48Q: 3 clusters Score -653116.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -653117.312500 Penalty: 1773.957886
	Iteration 49Q: 3 clusters Score -653117.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -653120.562500 Penalty: 1773.957886
	Iteration 50Q: 3 clusters Score -653120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -653121.937500 Penalty: 1773.957886
	Iteration 51Q: 3 clusters Score -653121.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -653125.625000 Penalty: 1773.957886
	Iteration 52Q: 3 clusters Score -653125.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -653133.062500 Penalty: 1773.957886
	Iteration 53Q: 3 clusters Score -653133.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -653137.625000 Penalty: 1773.957886
	Iteration 54Q: 3 clusters Score -653137.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -653139.750000 Penalty: 1773.957886
	Iteration 55Q: 3 clusters Score -653139.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -653144.062500 Penalty: 1773.957886
	Iteration 56Q: 3 clusters Score -653144.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -653147.250000 Penalty: 1773.957886
	Iteration 57Q: 3 clusters Score -653147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -653146.562500 Penalty: 1773.957886
	Iteration 58Q: 3 clusters Score -653146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -653149.750000 Penalty: 1773.957886
	Iteration 59Q: 3 clusters Score -653149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -653149.312500 Penalty: 1773.957886
	Iteration 60F: 3 clusters Score -653149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -653151.000000 Penalty: 1773.957886
	Iteration 61Q: 3 clusters Score -653151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -653150.062500 Penalty: 1773.957886
	Iteration 62Q: 3 clusters Score -653150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -653151.875000 Penalty: 1773.957886
	Iteration 63Q: 3 clusters Score -653151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -653152.125000 Penalty: 1773.957886
	Iteration 64Q: 3 clusters Score -653152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -653152.125000 Penalty: 1773.957886
	Iteration 65F: 3 clusters Score -653152.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Entering Unmasked Estep 
Score: -2091182.500000 Penalty: 1010.816406
	Iteration 0F: 2 clusters Score -2091182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2063360.625000 Penalty: 2021.632812
	Iteration 0F: 3 clusters Score -2063361 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2074507.250000 Penalty: 2021.632812
	Iteration 1F: 3 clusters Score -2074507 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2074849.375000 Penalty: 2021.632812
	Iteration 2Q: 3 clusters Score -2074849 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2075291.250000 Penalty: 2021.632812
	Iteration 3Q: 3 clusters Score -2075291 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2075832.875000 Penalty: 2021.632812
	Iteration 4Q: 3 clusters Score -2075833 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2076577.250000 Penalty: 2021.632812
	Iteration 5Q: 3 clusters Score -2076577 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2077589.375000 Penalty: 2021.632812
	Iteration 6Q: 3 clusters Score -2077589 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2079060.750000 Penalty: 2021.632812
	Iteration 7F: 3 clusters Score -2079061 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2081085.500000 Penalty: 2021.632812
	Iteration 8F: 3 clusters Score -2081086 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2083175.125000 Penalty: 2021.632812
	Iteration 9F: 3 clusters Score -2083175 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2084411.500000 Penalty: 2021.632812
	Iteration 10F: 3 clusters Score -2084412 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2084894.750000 Penalty: 2021.632812
	Iteration 11Q: 3 clusters Score -2084895 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2085082.750000 Penalty: 2021.632812
	Iteration 12Q: 3 clusters Score -2085083 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2085202.625000 Penalty: 2021.632812
	Iteration 13Q: 3 clusters Score -2085203 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2085280.750000 Penalty: 2021.632812
	Iteration 14Q: 3 clusters Score -2085281 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2085340.750000 Penalty: 2021.632812
	Iteration 15Q: 3 clusters Score -2085341 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2085403.750000 Penalty: 2021.632812
	Iteration 16Q: 3 clusters Score -2085404 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2085467.875000 Penalty: 2021.632812
	Iteration 17Q: 3 clusters Score -2085468 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2085536.750000 Penalty: 2021.632812
	Iteration 18Q: 3 clusters Score -2085537 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2085601.000000 Penalty: 2021.632812
	Iteration 19Q: 3 clusters Score -2085601 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2085671.375000 Penalty: 2021.632812
	Iteration 20F: 3 clusters Score -2085671 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -2085738.500000 Penalty: 2021.632812
	Iteration 21Q: 3 clusters Score -2085738 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2085802.000000 Penalty: 2021.632812
	Iteration 22Q: 3 clusters Score -2085802 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -2085854.125000 Penalty: 2021.632812
	Iteration 23Q: 3 clusters Score -2085854 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -2085919.500000 Penalty: 2021.632812
	Iteration 24Q: 3 clusters Score -2085920 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2085969.750000 Penalty: 2021.632812
	Iteration 25Q: 3 clusters Score -2085970 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -2086012.750000 Penalty: 2021.632812
	Iteration 26Q: 3 clusters Score -2086013 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2086055.625000 Penalty: 2021.632812
	Iteration 27Q: 3 clusters Score -2086056 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -2086089.125000 Penalty: 2021.632812
	Iteration 28Q: 3 clusters Score -2086089 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -2086125.375000 Penalty: 2021.632812
	Iteration 29Q: 3 clusters Score -2086125 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -2086146.875000 Penalty: 2021.632812
	Iteration 30Q: 3 clusters Score -2086147 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -2086180.000000 Penalty: 2021.632812
	Iteration 31Q: 3 clusters Score -2086180 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2086212.875000 Penalty: 2021.632812
	Iteration 32Q: 3 clusters Score -2086213 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2086249.000000 Penalty: 2021.632812
	Iteration 33Q: 3 clusters Score -2086249 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -2086273.625000 Penalty: 2021.632812
	Iteration 34Q: 3 clusters Score -2086274 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -2086304.500000 Penalty: 2021.632812
	Iteration 35Q: 3 clusters Score -2086304 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2086343.000000 Penalty: 2021.632812
	Iteration 36Q: 3 clusters Score -2086343 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -2086378.500000 Penalty: 2021.632812
	Iteration 37Q: 3 clusters Score -2086378 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -2086412.625000 Penalty: 2021.632812
	Iteration 38Q: 3 clusters Score -2086413 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -2086472.875000 Penalty: 2021.632812
	Iteration 39Q: 3 clusters Score -2086473 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2086507.125000 Penalty: 2021.632812
	Iteration 40F: 3 clusters Score -2086507 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -2086547.625000 Penalty: 2021.632812
	Iteration 41Q: 3 clusters Score -2086548 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2086578.625000 Penalty: 2021.632812
	Iteration 42Q: 3 clusters Score -2086579 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -2086618.000000 Penalty: 2021.632812
	Iteration 43Q: 3 clusters Score -2086618 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -2086647.125000 Penalty: 2021.632812
	Iteration 44Q: 3 clusters Score -2086647 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -2086678.375000 Penalty: 2021.632812
	Iteration 45Q: 3 clusters Score -2086678 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2086714.000000 Penalty: 2021.632812
	Iteration 46Q: 3 clusters Score -2086714 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -2086747.125000 Penalty: 2021.632812
	Iteration 47Q: 3 clusters Score -2086747 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -2086789.875000 Penalty: 2021.632812
	Iteration 48Q: 3 clusters Score -2086790 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -2086826.875000 Penalty: 2021.632812
	Iteration 49Q: 3 clusters Score -2086827 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -2086863.125000 Penalty: 2021.632812
	Iteration 50Q: 3 clusters Score -2086863 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -2086906.250000 Penalty: 2021.632812
	Iteration 51Q: 3 clusters Score -2086906 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -2086942.875000 Penalty: 2021.632812
	Iteration 52Q: 3 clusters Score -2086943 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -2086996.750000 Penalty: 2021.632812
	Iteration 53Q: 3 clusters Score -2086997 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -2087053.250000 Penalty: 2021.632812
	Iteration 54Q: 3 clusters Score -2087053 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -2087096.375000 Penalty: 2021.632812
	Iteration 55Q: 3 clusters Score -2087096 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -2087133.000000 Penalty: 2021.632812
	Iteration 56Q: 3 clusters Score -2087133 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -2087173.875000 Penalty: 2021.632812
	Iteration 57Q: 3 clusters Score -2087174 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -2087220.500000 Penalty: 2021.632812
	Iteration 58Q: 3 clusters Score -2087220 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -2087257.375000 Penalty: 2021.632812
	Iteration 59Q: 3 clusters Score -2087257 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -2087303.625000 Penalty: 2021.632812
	Iteration 60F: 3 clusters Score -2087304 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -2087357.875000 Penalty: 2021.632812
	Iteration 61Q: 3 clusters Score -2087358 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -2087411.250000 Penalty: 2021.632812
	Iteration 62Q: 3 clusters Score -2087411 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -2087477.250000 Penalty: 2021.632812
	Iteration 63Q: 3 clusters Score -2087477 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -2087544.125000 Penalty: 2021.632812
	Iteration 64Q: 3 clusters Score -2087544 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -2087632.375000 Penalty: 2021.632812
	Iteration 65Q: 3 clusters Score -2087632 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -2087727.875000 Penalty: 2021.632812
	Iteration 66Q: 3 clusters Score -2087728 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -2087833.000000 Penalty: 2021.632812
	Iteration 67Q: 3 clusters Score -2087833 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -2087947.750000 Penalty: 2021.632812
	Iteration 68Q: 3 clusters Score -2087948 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -2088079.500000 Penalty: 2021.632812
	Iteration 69Q: 3 clusters Score -2088080 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -2088228.875000 Penalty: 2021.632812
	Iteration 70Q: 3 clusters Score -2088229 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -2088363.125000 Penalty: 2021.632812
	Iteration 71Q: 3 clusters Score -2088363 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -2088538.375000 Penalty: 2021.632812
	Iteration 72Q: 3 clusters Score -2088538 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -2088723.875000 Penalty: 2021.632812
	Iteration 73Q: 3 clusters Score -2088724 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -2088904.500000 Penalty: 2021.632812
	Iteration 74Q: 3 clusters Score -2088904 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -2089086.875000 Penalty: 2021.632812
	Iteration 75Q: 3 clusters Score -2089087 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -2089264.250000 Penalty: 2021.632812
	Iteration 76Q: 3 clusters Score -2089264 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -2089424.875000 Penalty: 2021.632812
	Iteration 77Q: 3 clusters Score -2089425 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -2089570.875000 Penalty: 2021.632812
	Iteration 78Q: 3 clusters Score -2089571 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -2089692.125000 Penalty: 2021.632812
	Iteration 79Q: 3 clusters Score -2089692 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -2089767.625000 Penalty: 2021.632812
	Iteration 80F: 3 clusters Score -2089768 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -2089854.250000 Penalty: 2021.632812
	Iteration 81Q: 3 clusters Score -2089854 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -2089920.125000 Penalty: 2021.632812
	Iteration 82Q: 3 clusters Score -2089920 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -2089969.500000 Penalty: 2021.632812
	Iteration 83Q: 3 clusters Score -2089970 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -2090020.625000 Penalty: 2021.632812
	Iteration 84Q: 3 clusters Score -2090021 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -2090061.125000 Penalty: 2021.632812
	Iteration 85Q: 3 clusters Score -2090061 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -2090097.875000 Penalty: 2021.632812
	Iteration 86Q: 3 clusters Score -2090098 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -2090136.375000 Penalty: 2021.632812
	Iteration 87Q: 3 clusters Score -2090136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -2090178.125000 Penalty: 2021.632812
	Iteration 88Q: 3 clusters Score -2090178 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -2090215.125000 Penalty: 2021.632812
	Iteration 89Q: 3 clusters Score -2090215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -2090253.250000 Penalty: 2021.632812
	Iteration 90Q: 3 clusters Score -2090253 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -2090282.875000 Penalty: 2021.632812
	Iteration 91Q: 3 clusters Score -2090283 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -2090303.875000 Penalty: 2021.632812
	Iteration 92Q: 3 clusters Score -2090304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -2090315.500000 Penalty: 2021.632812
	Iteration 93Q: 3 clusters Score -2090316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -2090327.375000 Penalty: 2021.632812
	Iteration 94Q: 3 clusters Score -2090327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -2090343.250000 Penalty: 2021.632812
	Iteration 95Q: 3 clusters Score -2090343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -2090351.375000 Penalty: 2021.632812
	Iteration 96Q: 3 clusters Score -2090351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -2090367.750000 Penalty: 2021.632812
	Iteration 97Q: 3 clusters Score -2090368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -2090369.500000 Penalty: 2021.632812
	Iteration 98Q: 3 clusters Score -2090370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -2090374.875000 Penalty: 2021.632812
	Iteration 99Q: 3 clusters Score -2090375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -2090379.500000 Penalty: 2021.632812
	Iteration 100F: 3 clusters Score -2090380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -2090383.500000 Penalty: 2021.632812
	Iteration 101Q: 3 clusters Score -2090384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -2090389.500000 Penalty: 2021.632812
	Iteration 102Q: 3 clusters Score -2090390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -2090396.875000 Penalty: 2021.632812
	Iteration 103Q: 3 clusters Score -2090397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -2090400.750000 Penalty: 2021.632812
	Iteration 104Q: 3 clusters Score -2090401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -2090402.750000 Penalty: 2021.632812
	Iteration 105Q: 3 clusters Score -2090403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -2090407.250000 Penalty: 2021.632812
	Iteration 106Q: 3 clusters Score -2090407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -2090410.250000 Penalty: 2021.632812
	Iteration 107Q: 3 clusters Score -2090410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -2090412.000000 Penalty: 2021.632812
	Iteration 108Q: 3 clusters Score -2090412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -2090411.875000 Penalty: 2021.632812
	Iteration 109Q: 3 clusters Score -2090412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -2090413.250000 Penalty: 2021.632812
	Iteration 110Q: 3 clusters Score -2090413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -2090415.500000 Penalty: 2021.632812
	Iteration 111Q: 3 clusters Score -2090416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -2090416.875000 Penalty: 2021.632812
	Iteration 112Q: 3 clusters Score -2090417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -2090417.250000 Penalty: 2021.632812
	Iteration 113Q: 3 clusters Score -2090417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -2090417.375000 Penalty: 2021.632812
	Iteration 114Q: 3 clusters Score -2090417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -2090416.625000 Penalty: 2021.632812
	Iteration 115Q: 3 clusters Score -2090417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -2090416.625000 Penalty: 2021.632812
	Iteration 116F: 3 clusters Score -2090417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -137132.406250 Penalty: 751.610596
	Iteration 0F: 2 clusters Score -137132.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -134977.828125 Penalty: 1503.221191
	Iteration 0F: 3 clusters Score -134977.8 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -135610.781250 Penalty: 1503.221191
	Iteration 1F: 3 clusters Score -135610.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -135706.359375 Penalty: 1503.221191
	Iteration 2F: 3 clusters Score -135706.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -135780.468750 Penalty: 1503.221191
	Iteration 3Q: 3 clusters Score -135780.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -135845.515625 Penalty: 1503.221191
	Iteration 4Q: 3 clusters Score -135845.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -135896.171875 Penalty: 1503.221191
	Iteration 5Q: 3 clusters Score -135896.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -135937.593750 Penalty: 1503.221191
	Iteration 6Q: 3 clusters Score -135937.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -135962.578125 Penalty: 1503.221191
	Iteration 7Q: 3 clusters Score -135962.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -135979.953125 Penalty: 1503.221191
	Iteration 8Q: 3 clusters Score -135980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -135999.734375 Penalty: 1503.221191
	Iteration 9Q: 3 clusters Score -135999.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -136022.890625 Penalty: 1503.221191
	Iteration 10Q: 3 clusters Score -136022.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -136046.812500 Penalty: 1503.221191
	Iteration 11Q: 3 clusters Score -136046.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -136065.656250 Penalty: 1503.221191
	Iteration 12Q: 3 clusters Score -136065.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -136081.187500 Penalty: 1503.221191
	Iteration 13Q: 3 clusters Score -136081.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -136099.875000 Penalty: 1503.221191
	Iteration 14Q: 3 clusters Score -136099.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -136111.234375 Penalty: 1503.221191
	Iteration 15Q: 3 clusters Score -136111.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -136119.250000 Penalty: 1503.221191
	Iteration 16Q: 3 clusters Score -136119.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -136129.046875 Penalty: 1503.221191
	Iteration 17Q: 3 clusters Score -136129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -136137.171875 Penalty: 1503.221191
	Iteration 18Q: 3 clusters Score -136137.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -136145.859375 Penalty: 1503.221191
	Iteration 19Q: 3 clusters Score -136145.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -136152.546875 Penalty: 1503.221191
	Iteration 20F: 3 clusters Score -136152.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -136155.765625 Penalty: 1503.221191
	Iteration 21Q: 3 clusters Score -136155.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -136159.312500 Penalty: 1503.221191
	Iteration 22Q: 3 clusters Score -136159.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -136163.265625 Penalty: 1503.221191
	Iteration 23Q: 3 clusters Score -136163.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -136166.984375 Penalty: 1503.221191
	Iteration 24Q: 3 clusters Score -136167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -136168.000000 Penalty: 1503.221191
	Iteration 25Q: 3 clusters Score -136168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -136168.718750 Penalty: 1503.221191
	Iteration 26Q: 3 clusters Score -136168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -136169.687500 Penalty: 1503.221191
	Iteration 27Q: 3 clusters Score -136169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -136170.703125 Penalty: 1503.221191
	Iteration 28Q: 3 clusters Score -136170.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -136171.296875 Penalty: 1503.221191
	Iteration 29Q: 3 clusters Score -136171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -136171.453125 Penalty: 1503.221191
	Iteration 30Q: 3 clusters Score -136171.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -136171.453125 Penalty: 1503.221191
	Iteration 31F: 3 clusters Score -136171.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Entering Unmasked Estep 
Score: -1048479.062500 Penalty: 935.958435
	Iteration 0F: 2 clusters Score -1048479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1035840.875000 Penalty: 1871.916870
	Iteration 0F: 3 clusters Score -1035841 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1040695.062500 Penalty: 1871.916870
	Iteration 1F: 3 clusters Score -1040695 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1040970.312500 Penalty: 1871.916870
	Iteration 2Q: 3 clusters Score -1040970 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1041253.750000 Penalty: 1871.916870
	Iteration 3Q: 3 clusters Score -1041254 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1041604.937500 Penalty: 1871.916870
	Iteration 4Q: 3 clusters Score -1041605 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1042094.187500 Penalty: 1871.916870
	Iteration 5Q: 3 clusters Score -1042094 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1042839.187500 Penalty: 1871.916870
	Iteration 6Q: 3 clusters Score -1042839 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1043789.812500 Penalty: 1871.916870
	Iteration 7F: 3 clusters Score -1043790 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1044863.625000 Penalty: 1871.916870
	Iteration 8F: 3 clusters Score -1044864 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1045760.750000 Penalty: 1871.916870
	Iteration 9F: 3 clusters Score -1045761 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1046422.062500 Penalty: 1871.916870
	Iteration 10F: 3 clusters Score -1046422 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1046935.937500 Penalty: 1871.916870
	Iteration 11Q: 3 clusters Score -1046936 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1047328.125000 Penalty: 1871.916870
	Iteration 12Q: 3 clusters Score -1047328 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1047595.437500 Penalty: 1871.916870
	Iteration 13Q: 3 clusters Score -1047595 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1047765.062500 Penalty: 1871.916870
	Iteration 14Q: 3 clusters Score -1047765 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1047869.562500 Penalty: 1871.916870
	Iteration 15Q: 3 clusters Score -1047870 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1047924.437500 Penalty: 1871.916870
	Iteration 16Q: 3 clusters Score -1047924 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1047946.062500 Penalty: 1871.916870
	Iteration 17Q: 3 clusters Score -1047946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1047961.687500 Penalty: 1871.916870
	Iteration 18Q: 3 clusters Score -1047962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1047968.875000 Penalty: 1871.916870
	Iteration 19Q: 3 clusters Score -1047969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1047972.437500 Penalty: 1871.916870
	Iteration 20F: 3 clusters Score -1047972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1047975.687500 Penalty: 1871.916870
	Iteration 21Q: 3 clusters Score -1047976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1047973.312500 Penalty: 1871.916870
	Iteration 22Q: 3 clusters Score -1047973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1047976.000000 Penalty: 1871.916870
	Iteration 23Q: 3 clusters Score -1047976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1047977.625000 Penalty: 1871.916870
	Iteration 24Q: 3 clusters Score -1047978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1047980.687500 Penalty: 1871.916870
	Iteration 25Q: 3 clusters Score -1047981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1047981.687500 Penalty: 1871.916870
	Iteration 26Q: 3 clusters Score -1047982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1047989.687500 Penalty: 1871.916870
	Iteration 27Q: 3 clusters Score -1047990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1047987.562500 Penalty: 1871.916870
	Iteration 28Q: 3 clusters Score -1047988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1047991.250000 Penalty: 1871.916870
	Iteration 29Q: 3 clusters Score -1047991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1047992.125000 Penalty: 1871.916870
	Iteration 30Q: 3 clusters Score -1047992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1047991.375000 Penalty: 1871.916870
	Iteration 31Q: 3 clusters Score -1047991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1047991.875000 Penalty: 1871.916870
	Iteration 32Q: 3 clusters Score -1047992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1047996.562500 Penalty: 1871.916870
	Iteration 33Q: 3 clusters Score -1047997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1047996.687500 Penalty: 1871.916870
	Iteration 34Q: 3 clusters Score -1047997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1047994.812500 Penalty: 1871.916870
	Iteration 35Q: 3 clusters Score -1047995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1047996.687500 Penalty: 1871.916870
	Iteration 36Q: 3 clusters Score -1047997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1048001.187500 Penalty: 1871.916870
	Iteration 37Q: 3 clusters Score -1048001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1048003.062500 Penalty: 1871.916870
	Iteration 38Q: 3 clusters Score -1048003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1048002.562500 Penalty: 1871.916870
	Iteration 39Q: 3 clusters Score -1048003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1048001.437500 Penalty: 1871.916870
	Iteration 40F: 3 clusters Score -1048001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1048004.562500 Penalty: 1871.916870
	Iteration 41Q: 3 clusters Score -1048005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1048004.750000 Penalty: 1871.916870
	Iteration 42Q: 3 clusters Score -1048005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1048006.562500 Penalty: 1871.916870
	Iteration 43Q: 3 clusters Score -1048007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1048008.125000 Penalty: 1871.916870
	Iteration 44Q: 3 clusters Score -1048008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1048010.750000 Penalty: 1871.916870
	Iteration 45Q: 3 clusters Score -1048011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1048009.312500 Penalty: 1871.916870
	Iteration 46Q: 3 clusters Score -1048009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1048009.750000 Penalty: 1871.916870
	Iteration 47Q: 3 clusters Score -1048010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1048009.125000 Penalty: 1871.916870
	Iteration 48Q: 3 clusters Score -1048009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1048009.187500 Penalty: 1871.916870
	Iteration 49Q: 3 clusters Score -1048009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1048008.500000 Penalty: 1871.916870
	Iteration 50Q: 3 clusters Score -1048008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1048008.625000 Penalty: 1871.916870
	Iteration 51Q: 3 clusters Score -1048009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1048009.812500 Penalty: 1871.916870
	Iteration 52Q: 3 clusters Score -1048010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1048012.000000 Penalty: 1871.916870
	Iteration 53Q: 3 clusters Score -1048012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1048011.312500 Penalty: 1871.916870
	Iteration 54Q: 3 clusters Score -1048011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1048012.750000 Penalty: 1871.916870
	Iteration 55Q: 3 clusters Score -1048013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1048013.750000 Penalty: 1871.916870
	Iteration 56Q: 3 clusters Score -1048014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1048013.250000 Penalty: 1871.916870
	Iteration 57Q: 3 clusters Score -1048013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1048015.750000 Penalty: 1871.916870
	Iteration 58Q: 3 clusters Score -1048016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1048017.312500 Penalty: 1871.916870
	Iteration 59Q: 3 clusters Score -1048017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1048015.625000 Penalty: 1871.916870
	Iteration 60F: 3 clusters Score -1048016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1048016.875000 Penalty: 1871.916870
	Iteration 61Q: 3 clusters Score -1048017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1048014.250000 Penalty: 1871.916870
	Iteration 62Q: 3 clusters Score -1048014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1048016.062500 Penalty: 1871.916870
	Iteration 63Q: 3 clusters Score -1048016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1048015.625000 Penalty: 1871.916870
	Iteration 64Q: 3 clusters Score -1048016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1048017.375000 Penalty: 1871.916870
	Iteration 65Q: 3 clusters Score -1048017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1048019.375000 Penalty: 1871.916870
	Iteration 66Q: 3 clusters Score -1048019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1048020.937500 Penalty: 1871.916870
	Iteration 67Q: 3 clusters Score -1048021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1048020.000000 Penalty: 1871.916870
	Iteration 68Q: 3 clusters Score -1048020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1048021.875000 Penalty: 1871.916870
	Iteration 69Q: 3 clusters Score -1048022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1048019.312500 Penalty: 1871.916870
	Iteration 70Q: 3 clusters Score -1048019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1048021.750000 Penalty: 1871.916870
	Iteration 71Q: 3 clusters Score -1048022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1048021.187500 Penalty: 1871.916870
	Iteration 72Q: 3 clusters Score -1048021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1048021.437500 Penalty: 1871.916870
	Iteration 73Q: 3 clusters Score -1048021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1048020.000000 Penalty: 1871.916870
	Iteration 74Q: 3 clusters Score -1048020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1048020.500000 Penalty: 1871.916870
	Iteration 75Q: 3 clusters Score -1048020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1048021.750000 Penalty: 1871.916870
	Iteration 76Q: 3 clusters Score -1048022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1048021.562500 Penalty: 1871.916870
	Iteration 77Q: 3 clusters Score -1048022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1048021.750000 Penalty: 1871.916870
	Iteration 78Q: 3 clusters Score -1048022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1048023.750000 Penalty: 1871.916870
	Iteration 79Q: 3 clusters Score -1048024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1048023.500000 Penalty: 1871.916870
	Iteration 80F: 3 clusters Score -1048024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1048024.750000 Penalty: 1871.916870
	Iteration 81Q: 3 clusters Score -1048025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1048024.562500 Penalty: 1871.916870
	Iteration 82Q: 3 clusters Score -1048025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1048023.875000 Penalty: 1871.916870
	Iteration 83Q: 3 clusters Score -1048024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1048023.875000 Penalty: 1871.916870
	Iteration 84F: 3 clusters Score -1048024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -147042.453125 Penalty: 754.050598
	Iteration 0F: 2 clusters Score -147042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -144853.078125 Penalty: 1508.101196
	Iteration 0F: 3 clusters Score -144853.1 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -145505.296875 Penalty: 1508.101196
	Iteration 1F: 3 clusters Score -145505.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -145746.546875 Penalty: 1508.101196
	Iteration 2F: 3 clusters Score -145746.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -145936.968750 Penalty: 1508.101196
	Iteration 3F: 3 clusters Score -145937 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -146122.921875 Penalty: 1508.101196
	Iteration 4F: 3 clusters Score -146122.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -146261.046875 Penalty: 1508.101196
	Iteration 5F: 3 clusters Score -146261 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -146325.500000 Penalty: 1508.101196
	Iteration 6Q: 3 clusters Score -146325.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -146373.312500 Penalty: 1508.101196
	Iteration 7Q: 3 clusters Score -146373.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -146417.093750 Penalty: 1508.101196
	Iteration 8Q: 3 clusters Score -146417.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -146462.593750 Penalty: 1508.101196
	Iteration 9Q: 3 clusters Score -146462.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -146511.015625 Penalty: 1508.101196
	Iteration 10Q: 3 clusters Score -146511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -146553.187500 Penalty: 1508.101196
	Iteration 11Q: 3 clusters Score -146553.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -146597.640625 Penalty: 1508.101196
	Iteration 12Q: 3 clusters Score -146597.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -146621.968750 Penalty: 1508.101196
	Iteration 13Q: 3 clusters Score -146622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -146663.000000 Penalty: 1508.101196
	Iteration 14Q: 3 clusters Score -146663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -146705.437500 Penalty: 1508.101196
	Iteration 15Q: 3 clusters Score -146705.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -146741.218750 Penalty: 1508.101196
	Iteration 16Q: 3 clusters Score -146741.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -146764.203125 Penalty: 1508.101196
	Iteration 17Q: 3 clusters Score -146764.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -146781.062500 Penalty: 1508.101196
	Iteration 18Q: 3 clusters Score -146781.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -146795.531250 Penalty: 1508.101196
	Iteration 19Q: 3 clusters Score -146795.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -146803.515625 Penalty: 1508.101196
	Iteration 20F: 3 clusters Score -146803.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -146817.562500 Penalty: 1508.101196
	Iteration 21Q: 3 clusters Score -146817.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -146827.390625 Penalty: 1508.101196
	Iteration 22Q: 3 clusters Score -146827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -146835.015625 Penalty: 1508.101196
	Iteration 23Q: 3 clusters Score -146835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -146842.250000 Penalty: 1508.101196
	Iteration 24Q: 3 clusters Score -146842.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -146854.281250 Penalty: 1508.101196
	Iteration 25Q: 3 clusters Score -146854.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -146870.921875 Penalty: 1508.101196
	Iteration 26Q: 3 clusters Score -146870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -146888.625000 Penalty: 1508.101196
	Iteration 27Q: 3 clusters Score -146888.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -146908.421875 Penalty: 1508.101196
	Iteration 28Q: 3 clusters Score -146908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -146918.937500 Penalty: 1508.101196
	Iteration 29Q: 3 clusters Score -146918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -146921.640625 Penalty: 1508.101196
	Iteration 30Q: 3 clusters Score -146921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -146926.078125 Penalty: 1508.101196
	Iteration 31Q: 3 clusters Score -146926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -146928.625000 Penalty: 1508.101196
	Iteration 32Q: 3 clusters Score -146928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -146933.875000 Penalty: 1508.101196
	Iteration 33Q: 3 clusters Score -146933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -146938.750000 Penalty: 1508.101196
	Iteration 34Q: 3 clusters Score -146938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -146940.406250 Penalty: 1508.101196
	Iteration 35Q: 3 clusters Score -146940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -146940.984375 Penalty: 1508.101196
	Iteration 36Q: 3 clusters Score -146941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -146940.984375 Penalty: 1508.101196
	Iteration 37F: 3 clusters Score -146941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Entering Unmasked Estep 
Score: -441716.125000 Penalty: 859.744019
	Iteration 0F: 2 clusters Score -441716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -435829.093750 Penalty: 1719.488037
	Iteration 0F: 3 clusters Score -435829.1 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -437972.062500 Penalty: 1719.488037
	Iteration 1F: 3 clusters Score -437972.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -438250.093750 Penalty: 1719.488037
	Iteration 2F: 3 clusters Score -438250.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -438552.187500 Penalty: 1719.488037
	Iteration 3F: 3 clusters Score -438552.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -438842.062500 Penalty: 1719.488037
	Iteration 4F: 3 clusters Score -438842.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -439063.875000 Penalty: 1719.488037
	Iteration 5Q: 3 clusters Score -439063.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -439260.593750 Penalty: 1719.488037
	Iteration 6Q: 3 clusters Score -439260.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -439434.375000 Penalty: 1719.488037
	Iteration 7Q: 3 clusters Score -439434.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -439579.468750 Penalty: 1719.488037
	Iteration 8Q: 3 clusters Score -439579.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -439705.156250 Penalty: 1719.488037
	Iteration 9Q: 3 clusters Score -439705.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -439787.781250 Penalty: 1719.488037
	Iteration 10Q: 3 clusters Score -439787.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -439845.031250 Penalty: 1719.488037
	Iteration 11Q: 3 clusters Score -439845 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -439887.750000 Penalty: 1719.488037
	Iteration 12Q: 3 clusters Score -439887.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -439917.750000 Penalty: 1719.488037
	Iteration 13Q: 3 clusters Score -439917.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -439937.968750 Penalty: 1719.488037
	Iteration 14Q: 3 clusters Score -439938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -439950.625000 Penalty: 1719.488037
	Iteration 15Q: 3 clusters Score -439950.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -439956.531250 Penalty: 1719.488037
	Iteration 16Q: 3 clusters Score -439956.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -439961.937500 Penalty: 1719.488037
	Iteration 17Q: 3 clusters Score -439961.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -439963.312500 Penalty: 1719.488037
	Iteration 18Q: 3 clusters Score -439963.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -439966.437500 Penalty: 1719.488037
	Iteration 19Q: 3 clusters Score -439966.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -439967.093750 Penalty: 1719.488037
	Iteration 20F: 3 clusters Score -439967.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -439969.312500 Penalty: 1719.488037
	Iteration 21Q: 3 clusters Score -439969.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -439970.843750 Penalty: 1719.488037
	Iteration 22Q: 3 clusters Score -439970.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -439973.437500 Penalty: 1719.488037
	Iteration 23Q: 3 clusters Score -439973.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -439976.625000 Penalty: 1719.488037
	Iteration 24Q: 3 clusters Score -439976.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -439979.000000 Penalty: 1719.488037
	Iteration 25Q: 3 clusters Score -439979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -439982.500000 Penalty: 1719.488037
	Iteration 26Q: 3 clusters Score -439982.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -439985.406250 Penalty: 1719.488037
	Iteration 27Q: 3 clusters Score -439985.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -439986.031250 Penalty: 1719.488037
	Iteration 28Q: 3 clusters Score -439986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -439989.031250 Penalty: 1719.488037
	Iteration 29Q: 3 clusters Score -439989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -439991.781250 Penalty: 1719.488037
	Iteration 30Q: 3 clusters Score -439991.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -439996.156250 Penalty: 1719.488037
	Iteration 31Q: 3 clusters Score -439996.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -439998.437500 Penalty: 1719.488037
	Iteration 32Q: 3 clusters Score -439998.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -440002.531250 Penalty: 1719.488037
	Iteration 33Q: 3 clusters Score -440002.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -440006.343750 Penalty: 1719.488037
	Iteration 34Q: 3 clusters Score -440006.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -440008.781250 Penalty: 1719.488037
	Iteration 35Q: 3 clusters Score -440008.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -440011.250000 Penalty: 1719.488037
	Iteration 36Q: 3 clusters Score -440011.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -440013.250000 Penalty: 1719.488037
	Iteration 37Q: 3 clusters Score -440013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -440015.593750 Penalty: 1719.488037
	Iteration 38Q: 3 clusters Score -440015.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -440018.312500 Penalty: 1719.488037
	Iteration 39Q: 3 clusters Score -440018.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -440018.812500 Penalty: 1719.488037
	Iteration 40F: 3 clusters Score -440018.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -440024.562500 Penalty: 1719.488037
	Iteration 41Q: 3 clusters Score -440024.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -440029.531250 Penalty: 1719.488037
	Iteration 42Q: 3 clusters Score -440029.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -440033.843750 Penalty: 1719.488037
	Iteration 43Q: 3 clusters Score -440033.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -440042.187500 Penalty: 1719.488037
	Iteration 44Q: 3 clusters Score -440042.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -440048.125000 Penalty: 1719.488037
	Iteration 45Q: 3 clusters Score -440048.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -440053.968750 Penalty: 1719.488037
	Iteration 46Q: 3 clusters Score -440054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -440059.656250 Penalty: 1719.488037
	Iteration 47Q: 3 clusters Score -440059.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -440065.656250 Penalty: 1719.488037
	Iteration 48Q: 3 clusters Score -440065.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -440077.375000 Penalty: 1719.488037
	Iteration 49Q: 3 clusters Score -440077.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -440088.562500 Penalty: 1719.488037
	Iteration 50Q: 3 clusters Score -440088.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -440097.625000 Penalty: 1719.488037
	Iteration 51Q: 3 clusters Score -440097.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -440112.937500 Penalty: 1719.488037
	Iteration 52Q: 3 clusters Score -440112.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -440137.062500 Penalty: 1719.488037
	Iteration 53Q: 3 clusters Score -440137.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -440165.593750 Penalty: 1719.488037
	Iteration 54Q: 3 clusters Score -440165.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -440203.218750 Penalty: 1719.488037
	Iteration 55Q: 3 clusters Score -440203.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -440249.906250 Penalty: 1719.488037
	Iteration 56Q: 3 clusters Score -440249.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -440323.281250 Penalty: 1719.488037
	Iteration 57Q: 3 clusters Score -440323.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -440400.750000 Penalty: 1719.488037
	Iteration 58Q: 3 clusters Score -440400.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -440488.656250 Penalty: 1719.488037
	Iteration 59Q: 3 clusters Score -440488.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -440592.343750 Penalty: 1719.488037
	Iteration 60F: 3 clusters Score -440592.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -440692.000000 Penalty: 1719.488037
	Iteration 61Q: 3 clusters Score -440692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -440779.375000 Penalty: 1719.488037
	Iteration 62Q: 3 clusters Score -440779.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -440863.406250 Penalty: 1719.488037
	Iteration 63Q: 3 clusters Score -440863.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -440934.750000 Penalty: 1719.488037
	Iteration 64Q: 3 clusters Score -440934.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -440995.218750 Penalty: 1719.488037
	Iteration 65Q: 3 clusters Score -440995.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -441051.437500 Penalty: 1719.488037
	Iteration 66Q: 3 clusters Score -441051.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -441100.906250 Penalty: 1719.488037
	Iteration 67Q: 3 clusters Score -441100.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -441147.343750 Penalty: 1719.488037
	Iteration 68Q: 3 clusters Score -441147.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -441188.093750 Penalty: 1719.488037
	Iteration 69Q: 3 clusters Score -441188.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -441213.437500 Penalty: 1719.488037
	Iteration 70Q: 3 clusters Score -441213.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -441234.562500 Penalty: 1719.488037
	Iteration 71Q: 3 clusters Score -441234.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -441257.343750 Penalty: 1719.488037
	Iteration 72Q: 3 clusters Score -441257.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -441277.312500 Penalty: 1719.488037
	Iteration 73Q: 3 clusters Score -441277.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -441291.781250 Penalty: 1719.488037
	Iteration 74Q: 3 clusters Score -441291.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -441300.468750 Penalty: 1719.488037
	Iteration 75Q: 3 clusters Score -441300.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -441306.468750 Penalty: 1719.488037
	Iteration 76Q: 3 clusters Score -441306.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -441309.875000 Penalty: 1719.488037
	Iteration 77Q: 3 clusters Score -441309.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -441313.656250 Penalty: 1719.488037
	Iteration 78Q: 3 clusters Score -441313.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -441314.687500 Penalty: 1719.488037
	Iteration 79Q: 3 clusters Score -441314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -441319.031250 Penalty: 1719.488037
	Iteration 80F: 3 clusters Score -441319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -441322.343750 Penalty: 1719.488037
	Iteration 81Q: 3 clusters Score -441322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -441325.968750 Penalty: 1719.488037
	Iteration 82Q: 3 clusters Score -441326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -441326.718750 Penalty: 1719.488037
	Iteration 83Q: 3 clusters Score -441326.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -441326.781250 Penalty: 1719.488037
	Iteration 84Q: 3 clusters Score -441326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -441328.062500 Penalty: 1719.488037
	Iteration 85Q: 3 clusters Score -441328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -441330.343750 Penalty: 1719.488037
	Iteration 86Q: 3 clusters Score -441330.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -441331.781250 Penalty: 1719.488037
	Iteration 87Q: 3 clusters Score -441331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -441332.156250 Penalty: 1719.488037
	Iteration 88Q: 3 clusters Score -441332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -441332.812500 Penalty: 1719.488037
	Iteration 89Q: 3 clusters Score -441332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -441333.937500 Penalty: 1719.488037
	Iteration 90Q: 3 clusters Score -441333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -441334.031250 Penalty: 1719.488037
	Iteration 91Q: 3 clusters Score -441334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -441334.031250 Penalty: 1719.488037
	Iteration 92F: 3 clusters Score -441334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Entering Unmasked Estep 
Score: -1354971.750000 Penalty: 962.741699
	Iteration 0F: 2 clusters Score -1354972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1338064.750000 Penalty: 1925.483398
	Iteration 0F: 3 clusters Score -1338065 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1344917.875000 Penalty: 1925.483398
	Iteration 1F: 3 clusters Score -1344918 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1345477.250000 Penalty: 1925.483398
	Iteration 2F: 3 clusters Score -1345477 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1346128.500000 Penalty: 1925.483398
	Iteration 3F: 3 clusters Score -1346128 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1346941.750000 Penalty: 1925.483398
	Iteration 4F: 3 clusters Score -1346942 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1347925.250000 Penalty: 1925.483398
	Iteration 5F: 3 clusters Score -1347925 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1348946.500000 Penalty: 1925.483398
	Iteration 6F: 3 clusters Score -1348946 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1349935.375000 Penalty: 1925.483398
	Iteration 7F: 3 clusters Score -1349935 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1350824.750000 Penalty: 1925.483398
	Iteration 8Q: 3 clusters Score -1350825 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -1351637.125000 Penalty: 1925.483398
	Iteration 9Q: 3 clusters Score -1351637 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -1352379.000000 Penalty: 1925.483398
	Iteration 10Q: 3 clusters Score -1352379 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -1353100.750000 Penalty: 1925.483398
	Iteration 11Q: 3 clusters Score -1353101 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -1353755.375000 Penalty: 1925.483398
	Iteration 12Q: 3 clusters Score -1353755 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -1354169.000000 Penalty: 1925.483398
	Iteration 13Q: 3 clusters Score -1354169 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -1354346.875000 Penalty: 1925.483398
	Iteration 14Q: 3 clusters Score -1354347 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -1354424.750000 Penalty: 1925.483398
	Iteration 15Q: 3 clusters Score -1354425 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -1354478.375000 Penalty: 1925.483398
	Iteration 16Q: 3 clusters Score -1354478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -1354520.750000 Penalty: 1925.483398
	Iteration 17Q: 3 clusters Score -1354521 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -1354540.125000 Penalty: 1925.483398
	Iteration 18Q: 3 clusters Score -1354540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -1354569.875000 Penalty: 1925.483398
	Iteration 19Q: 3 clusters Score -1354570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -1354579.375000 Penalty: 1925.483398
	Iteration 20F: 3 clusters Score -1354579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -1354586.500000 Penalty: 1925.483398
	Iteration 21Q: 3 clusters Score -1354586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -1354598.125000 Penalty: 1925.483398
	Iteration 22Q: 3 clusters Score -1354598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -1354609.500000 Penalty: 1925.483398
	Iteration 23Q: 3 clusters Score -1354610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -1354629.250000 Penalty: 1925.483398
	Iteration 24Q: 3 clusters Score -1354629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -1354644.375000 Penalty: 1925.483398
	Iteration 25Q: 3 clusters Score -1354644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -1354653.000000 Penalty: 1925.483398
	Iteration 26Q: 3 clusters Score -1354653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -1354661.375000 Penalty: 1925.483398
	Iteration 27Q: 3 clusters Score -1354661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -1354677.500000 Penalty: 1925.483398
	Iteration 28Q: 3 clusters Score -1354678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -1354687.375000 Penalty: 1925.483398
	Iteration 29Q: 3 clusters Score -1354687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -1354690.125000 Penalty: 1925.483398
	Iteration 30Q: 3 clusters Score -1354690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -1354693.125000 Penalty: 1925.483398
	Iteration 31Q: 3 clusters Score -1354693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -1354696.625000 Penalty: 1925.483398
	Iteration 32Q: 3 clusters Score -1354697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -1354699.125000 Penalty: 1925.483398
	Iteration 33Q: 3 clusters Score -1354699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -1354697.875000 Penalty: 1925.483398
	Iteration 34Q: 3 clusters Score -1354698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -1354701.750000 Penalty: 1925.483398
	Iteration 35Q: 3 clusters Score -1354702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -1354703.250000 Penalty: 1925.483398
	Iteration 36Q: 3 clusters Score -1354703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -1354703.625000 Penalty: 1925.483398
	Iteration 37Q: 3 clusters Score -1354704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -1354708.125000 Penalty: 1925.483398
	Iteration 38Q: 3 clusters Score -1354708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -1354706.000000 Penalty: 1925.483398
	Iteration 39Q: 3 clusters Score -1354706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -1354709.125000 Penalty: 1925.483398
	Iteration 40F: 3 clusters Score -1354709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -1354710.000000 Penalty: 1925.483398
	Iteration 41Q: 3 clusters Score -1354710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -1354711.000000 Penalty: 1925.483398
	Iteration 42Q: 3 clusters Score -1354711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -1354711.250000 Penalty: 1925.483398
	Iteration 43Q: 3 clusters Score -1354711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -1354711.125000 Penalty: 1925.483398
	Iteration 44Q: 3 clusters Score -1354711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -1354711.125000 Penalty: 1925.483398
	Iteration 45F: 3 clusters Score -1354711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (285507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285507 members 
Entering Unmasked Estep 
Score: -15903676.000000 Penalty: 1193.392090
	Iteration 0F: 2 clusters Score -1.590368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142484 members 
Mstep: Class 2 contains 143023 members 
Entering Unmasked Estep 
Score: -15713630.000000 Penalty: 2386.784180
	Iteration 0F: 3 clusters Score -1.571363e+07 nChanged 140468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132118 members 
Mstep: Class 2 contains 153389 members 
Entering Unmasked Estep 
Score: -15798943.000000 Penalty: 2386.784180
	Iteration 1F: 3 clusters Score -1.579894e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124877 members 
Mstep: Class 2 contains 160630 members 
Entering Unmasked Estep 
Score: -15802238.000000 Penalty: 2386.784180
	Iteration 2Q: 3 clusters Score -1.580224e+07 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 172407 members 
Entering Unmasked Estep 
Score: -15808455.000000 Penalty: 2386.784180
	Iteration 3Q: 3 clusters Score -1.580846e+07 nChanged 19398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 190213 members 
Entering Unmasked Estep 
Score: -15820058.000000 Penalty: 2386.784180
	Iteration 4F: 3 clusters Score -1.582006e+07 nChanged 23514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 212515 members 
Entering Unmasked Estep 
Score: -15836630.000000 Penalty: 2386.784180
	Iteration 5F: 3 clusters Score -1.583663e+07 nChanged 23491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 235436 members 
Entering Unmasked Estep 
Score: -15854942.000000 Penalty: 2386.784180
	Iteration 6F: 3 clusters Score -1.585494e+07 nChanged 20643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 255983 members 
Entering Unmasked Estep 
Score: -15873081.000000 Penalty: 2386.784180
	Iteration 7F: 3 clusters Score -1.587308e+07 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 272072 members 
Entering Unmasked Estep 
Score: -15889017.000000 Penalty: 2386.784180
	Iteration 8F: 3 clusters Score -1.588902e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 281371 members 
Entering Unmasked Estep 
Score: -15898578.000000 Penalty: 2386.784180
	Iteration 9Q: 3 clusters Score -1.589858e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 284536 members 
Entering Unmasked Estep 
Score: -15901643.000000 Penalty: 2386.784180
	Iteration 10Q: 3 clusters Score -1.590164e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285245 members 
Entering Unmasked Estep 
Score: -15902361.000000 Penalty: 2386.784180
	Iteration 11Q: 3 clusters Score -1.590236e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 285366 members 
Entering Unmasked Estep 
Score: -15902529.000000 Penalty: 2386.784180
	Iteration 12Q: 3 clusters Score -1.590253e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 285388 members 
Entering Unmasked Estep 
Score: -15902578.000000 Penalty: 2386.784180
	Iteration 13Q: 3 clusters Score -1.590258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 285389 members 
Entering Unmasked Estep 
Score: -15902595.000000 Penalty: 2386.784180
	Iteration 14Q: 3 clusters Score -1.59026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 285387 members 
Entering Unmasked Estep 
Score: -15902606.000000 Penalty: 2386.784180
	Iteration 15Q: 3 clusters Score -1.590261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 285387 members 
Entering Unmasked Estep 
Score: -15902607.000000 Penalty: 2386.784180
	Iteration 16Q: 3 clusters Score -1.590261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 285386 members 
Entering Unmasked Estep 
Score: -15902610.000000 Penalty: 2386.784180
	Iteration 17Q: 3 clusters Score -1.590261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 285386 members 
Entering Unmasked Estep 
Score: -15902610.000000 Penalty: 2386.784180
	Iteration 18F: 3 clusters Score -1.590261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -316346.656250 Penalty: 838.120605
	Iteration 0F: 2 clusters Score -316346.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -311578.968750 Penalty: 1676.241211
	Iteration 0F: 3 clusters Score -311579 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -313457.000000 Penalty: 1676.241211
	Iteration 1F: 3 clusters Score -313457 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -313782.625000 Penalty: 1676.241211
	Iteration 2F: 3 clusters Score -313782.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -314161.125000 Penalty: 1676.241211
	Iteration 3F: 3 clusters Score -314161.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -314517.843750 Penalty: 1676.241211
	Iteration 4F: 3 clusters Score -314517.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -314840.625000 Penalty: 1676.241211
	Iteration 5F: 3 clusters Score -314840.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -315078.593750 Penalty: 1676.241211
	Iteration 6F: 3 clusters Score -315078.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -315220.875000 Penalty: 1676.241211
	Iteration 7Q: 3 clusters Score -315220.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -315298.750000 Penalty: 1676.241211
	Iteration 8Q: 3 clusters Score -315298.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -315358.250000 Penalty: 1676.241211
	Iteration 9Q: 3 clusters Score -315358.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -315411.781250 Penalty: 1676.241211
	Iteration 10Q: 3 clusters Score -315411.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -315461.062500 Penalty: 1676.241211
	Iteration 11Q: 3 clusters Score -315461.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -315507.937500 Penalty: 1676.241211
	Iteration 12Q: 3 clusters Score -315507.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -315549.812500 Penalty: 1676.241211
	Iteration 13Q: 3 clusters Score -315549.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -315592.375000 Penalty: 1676.241211
	Iteration 14Q: 3 clusters Score -315592.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -315640.656250 Penalty: 1676.241211
	Iteration 15Q: 3 clusters Score -315640.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -315692.781250 Penalty: 1676.241211
	Iteration 16Q: 3 clusters Score -315692.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -315751.312500 Penalty: 1676.241211
	Iteration 17Q: 3 clusters Score -315751.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -315795.968750 Penalty: 1676.241211
	Iteration 18Q: 3 clusters Score -315796 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -315836.281250 Penalty: 1676.241211
	Iteration 19Q: 3 clusters Score -315836.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -315866.937500 Penalty: 1676.241211
	Iteration 20F: 3 clusters Score -315866.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -315887.218750 Penalty: 1676.241211
	Iteration 21Q: 3 clusters Score -315887.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -315905.031250 Penalty: 1676.241211
	Iteration 22Q: 3 clusters Score -315905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -315922.406250 Penalty: 1676.241211
	Iteration 23Q: 3 clusters Score -315922.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -315941.687500 Penalty: 1676.241211
	Iteration 24Q: 3 clusters Score -315941.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -315948.656250 Penalty: 1676.241211
	Iteration 25Q: 3 clusters Score -315948.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -315954.843750 Penalty: 1676.241211
	Iteration 26Q: 3 clusters Score -315954.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -315959.531250 Penalty: 1676.241211
	Iteration 27Q: 3 clusters Score -315959.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -315963.531250 Penalty: 1676.241211
	Iteration 28Q: 3 clusters Score -315963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -315964.562500 Penalty: 1676.241211
	Iteration 29Q: 3 clusters Score -315964.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -315966.187500 Penalty: 1676.241211
	Iteration 30Q: 3 clusters Score -315966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -315968.343750 Penalty: 1676.241211
	Iteration 31Q: 3 clusters Score -315968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -315969.218750 Penalty: 1676.241211
	Iteration 32Q: 3 clusters Score -315969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -315971.375000 Penalty: 1676.241211
	Iteration 33Q: 3 clusters Score -315971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -315972.125000 Penalty: 1676.241211
	Iteration 34Q: 3 clusters Score -315972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -315974.437500 Penalty: 1676.241211
	Iteration 35Q: 3 clusters Score -315974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -315975.593750 Penalty: 1676.241211
	Iteration 36Q: 3 clusters Score -315975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -315977.312500 Penalty: 1676.241211
	Iteration 37Q: 3 clusters Score -315977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -315977.937500 Penalty: 1676.241211
	Iteration 38Q: 3 clusters Score -315977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -315978.187500 Penalty: 1676.241211
	Iteration 39Q: 3 clusters Score -315978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -315978.781250 Penalty: 1676.241211
	Iteration 40F: 3 clusters Score -315978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -315979.531250 Penalty: 1676.241211
	Iteration 41Q: 3 clusters Score -315979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -315980.218750 Penalty: 1676.241211
	Iteration 42Q: 3 clusters Score -315980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -315980.218750 Penalty: 1676.241211
	Iteration 43F: 3 clusters Score -315980.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Entering Unmasked Estep 
Score: -4248248.500000 Penalty: 1070.781982
	Iteration 0F: 2 clusters Score -4248248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -4195845.500000 Penalty: 2141.563965
	Iteration 0F: 3 clusters Score -4195846 nChanged 37806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -4219043.000000 Penalty: 2141.563965
	Iteration 1F: 3 clusters Score -4219043 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -4221183.500000 Penalty: 2141.563965
	Iteration 2F: 3 clusters Score -4221184 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -4223631.500000 Penalty: 2141.563965
	Iteration 3F: 3 clusters Score -4223632 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -4226023.500000 Penalty: 2141.563965
	Iteration 4F: 3 clusters Score -4226024 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -4228032.500000 Penalty: 2141.563965
	Iteration 5F: 3 clusters Score -4228032 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -4229436.000000 Penalty: 2141.563965
	Iteration 6Q: 3 clusters Score -4229436 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -4230328.500000 Penalty: 2141.563965
	Iteration 7Q: 3 clusters Score -4230328 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -4230945.500000 Penalty: 2141.563965
	Iteration 8Q: 3 clusters Score -4230946 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -4231403.000000 Penalty: 2141.563965
	Iteration 9Q: 3 clusters Score -4231403 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -4231796.000000 Penalty: 2141.563965
	Iteration 10Q: 3 clusters Score -4231796 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -4232280.500000 Penalty: 2141.563965
	Iteration 11Q: 3 clusters Score -4232280 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -4232827.500000 Penalty: 2141.563965
	Iteration 12Q: 3 clusters Score -4232828 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -4233521.000000 Penalty: 2141.563965
	Iteration 13Q: 3 clusters Score -4233521 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -4234538.000000 Penalty: 2141.563965
	Iteration 14Q: 3 clusters Score -4234538 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -4235813.500000 Penalty: 2141.563965
	Iteration 15Q: 3 clusters Score -4235814 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -4237446.500000 Penalty: 2141.563965
	Iteration 16Q: 3 clusters Score -4237446 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -4239354.500000 Penalty: 2141.563965
	Iteration 17Q: 3 clusters Score -4239354 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 71424 members 
Entering Unmasked Estep 
Score: -4241456.500000 Penalty: 2141.563965
	Iteration 18Q: 3 clusters Score -4241456 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -4243458.000000 Penalty: 2141.563965
	Iteration 19Q: 3 clusters Score -4243458 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -4245043.000000 Penalty: 2141.563965
	Iteration 20F: 3 clusters Score -4245043 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -4246176.500000 Penalty: 2141.563965
	Iteration 21Q: 3 clusters Score -4246176 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -4246788.000000 Penalty: 2141.563965
	Iteration 22Q: 3 clusters Score -4246788 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -4247072.000000 Penalty: 2141.563965
	Iteration 23Q: 3 clusters Score -4247072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -4247180.500000 Penalty: 2141.563965
	Iteration 24Q: 3 clusters Score -4247180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -4247248.000000 Penalty: 2141.563965
	Iteration 25Q: 3 clusters Score -4247248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -4247293.000000 Penalty: 2141.563965
	Iteration 26Q: 3 clusters Score -4247293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -4247314.000000 Penalty: 2141.563965
	Iteration 27Q: 3 clusters Score -4247314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -4247317.000000 Penalty: 2141.563965
	Iteration 28Q: 3 clusters Score -4247317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -4247326.500000 Penalty: 2141.563965
	Iteration 29Q: 3 clusters Score -4247326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -4247330.500000 Penalty: 2141.563965
	Iteration 30Q: 3 clusters Score -4247330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -4247341.500000 Penalty: 2141.563965
	Iteration 31Q: 3 clusters Score -4247342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -4247344.500000 Penalty: 2141.563965
	Iteration 32Q: 3 clusters Score -4247344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -4247348.000000 Penalty: 2141.563965
	Iteration 33Q: 3 clusters Score -4247348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -4247361.500000 Penalty: 2141.563965
	Iteration 34Q: 3 clusters Score -4247362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -4247362.500000 Penalty: 2141.563965
	Iteration 35Q: 3 clusters Score -4247362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -4247364.000000 Penalty: 2141.563965
	Iteration 36Q: 3 clusters Score -4247364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -4247364.000000 Penalty: 2141.563965
	Iteration 37F: 3 clusters Score -4247364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Entering Unmasked Estep 
Score: -384494.531250 Penalty: 856.660950
	Iteration 0F: 2 clusters Score -384494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -378920.843750 Penalty: 1713.321899
	Iteration 0F: 3 clusters Score -378920.8 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -381080.437500 Penalty: 1713.321899
	Iteration 1F: 3 clusters Score -381080.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -381425.062500 Penalty: 1713.321899
	Iteration 2F: 3 clusters Score -381425.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -381762.875000 Penalty: 1713.321899
	Iteration 3F: 3 clusters Score -381762.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -382109.531250 Penalty: 1713.321899
	Iteration 4F: 3 clusters Score -382109.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -382479.062500 Penalty: 1713.321899
	Iteration 5F: 3 clusters Score -382479.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -382822.656250 Penalty: 1713.321899
	Iteration 6F: 3 clusters Score -382822.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -383155.531250 Penalty: 1713.321899
	Iteration 7Q: 3 clusters Score -383155.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -383506.156250 Penalty: 1713.321899
	Iteration 8Q: 3 clusters Score -383506.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -383752.312500 Penalty: 1713.321899
	Iteration 9Q: 3 clusters Score -383752.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -383893.906250 Penalty: 1713.321899
	Iteration 10Q: 3 clusters Score -383893.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -383990.156250 Penalty: 1713.321899
	Iteration 11Q: 3 clusters Score -383990.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -384030.062500 Penalty: 1713.321899
	Iteration 12Q: 3 clusters Score -384030.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -384052.781250 Penalty: 1713.321899
	Iteration 13Q: 3 clusters Score -384052.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -384067.156250 Penalty: 1713.321899
	Iteration 14Q: 3 clusters Score -384067.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -384077.593750 Penalty: 1713.321899
	Iteration 15Q: 3 clusters Score -384077.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -384083.781250 Penalty: 1713.321899
	Iteration 16Q: 3 clusters Score -384083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -384088.031250 Penalty: 1713.321899
	Iteration 17Q: 3 clusters Score -384088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -384089.906250 Penalty: 1713.321899
	Iteration 18Q: 3 clusters Score -384089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -384090.187500 Penalty: 1713.321899
	Iteration 19Q: 3 clusters Score -384090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -384090.968750 Penalty: 1713.321899
	Iteration 20F: 3 clusters Score -384091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -384091.218750 Penalty: 1713.321899
	Iteration 21Q: 3 clusters Score -384091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -384091.843750 Penalty: 1713.321899
	Iteration 22Q: 3 clusters Score -384091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -384092.375000 Penalty: 1713.321899
	Iteration 23Q: 3 clusters Score -384092.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -384092.375000 Penalty: 1713.321899
	Iteration 24F: 3 clusters Score -384092.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Entering Unmasked Estep 
Score: -912266.625000 Penalty: 920.366150
	Iteration 0F: 2 clusters Score -912266.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -901391.500000 Penalty: 1840.732300
	Iteration 0F: 3 clusters Score -901391.5 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -905679.375000 Penalty: 1840.732300
	Iteration 1F: 3 clusters Score -905679.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -906191.875000 Penalty: 1840.732300
	Iteration 2F: 3 clusters Score -906191.9 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -907005.000000 Penalty: 1840.732300
	Iteration 3F: 3 clusters Score -907005 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -908171.687500 Penalty: 1840.732300
	Iteration 4F: 3 clusters Score -908171.7 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -909436.812500 Penalty: 1840.732300
	Iteration 5F: 3 clusters Score -909436.8 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -910255.125000 Penalty: 1840.732300
	Iteration 6F: 3 clusters Score -910255.1 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -910648.562500 Penalty: 1840.732300
	Iteration 7F: 3 clusters Score -910648.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -910871.875000 Penalty: 1840.732300
	Iteration 8Q: 3 clusters Score -910871.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -911004.125000 Penalty: 1840.732300
	Iteration 9Q: 3 clusters Score -911004.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -911063.125000 Penalty: 1840.732300
	Iteration 10Q: 3 clusters Score -911063.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -911089.375000 Penalty: 1840.732300
	Iteration 11Q: 3 clusters Score -911089.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -911101.000000 Penalty: 1840.732300
	Iteration 12Q: 3 clusters Score -911101 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -911109.562500 Penalty: 1840.732300
	Iteration 13Q: 3 clusters Score -911109.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -911112.875000 Penalty: 1840.732300
	Iteration 14Q: 3 clusters Score -911112.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -911118.062500 Penalty: 1840.732300
	Iteration 15Q: 3 clusters Score -911118.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -911126.812500 Penalty: 1840.732300
	Iteration 16Q: 3 clusters Score -911126.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -911129.750000 Penalty: 1840.732300
	Iteration 17Q: 3 clusters Score -911129.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -911135.125000 Penalty: 1840.732300
	Iteration 18Q: 3 clusters Score -911135.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -911137.125000 Penalty: 1840.732300
	Iteration 19Q: 3 clusters Score -911137.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -911138.625000 Penalty: 1840.732300
	Iteration 20F: 3 clusters Score -911138.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -911141.562500 Penalty: 1840.732300
	Iteration 21Q: 3 clusters Score -911141.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -911148.875000 Penalty: 1840.732300
	Iteration 22Q: 3 clusters Score -911148.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -911154.562500 Penalty: 1840.732300
	Iteration 23Q: 3 clusters Score -911154.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -911160.625000 Penalty: 1840.732300
	Iteration 24Q: 3 clusters Score -911160.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -911168.312500 Penalty: 1840.732300
	Iteration 25Q: 3 clusters Score -911168.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -911172.437500 Penalty: 1840.732300
	Iteration 26Q: 3 clusters Score -911172.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -911177.500000 Penalty: 1840.732300
	Iteration 27Q: 3 clusters Score -911177.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -911188.250000 Penalty: 1840.732300
	Iteration 28Q: 3 clusters Score -911188.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -911191.062500 Penalty: 1840.732300
	Iteration 29Q: 3 clusters Score -911191.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -911203.937500 Penalty: 1840.732300
	Iteration 30Q: 3 clusters Score -911203.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -911217.562500 Penalty: 1840.732300
	Iteration 31Q: 3 clusters Score -911217.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -911225.500000 Penalty: 1840.732300
	Iteration 32Q: 3 clusters Score -911225.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -911235.125000 Penalty: 1840.732300
	Iteration 33Q: 3 clusters Score -911235.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -911246.562500 Penalty: 1840.732300
	Iteration 34Q: 3 clusters Score -911246.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -911257.187500 Penalty: 1840.732300
	Iteration 35Q: 3 clusters Score -911257.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -911269.312500 Penalty: 1840.732300
	Iteration 36Q: 3 clusters Score -911269.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -911284.125000 Penalty: 1840.732300
	Iteration 37Q: 3 clusters Score -911284.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -911298.375000 Penalty: 1840.732300
	Iteration 38Q: 3 clusters Score -911298.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -911318.750000 Penalty: 1840.732300
	Iteration 39Q: 3 clusters Score -911318.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -911338.312500 Penalty: 1840.732300
	Iteration 40F: 3 clusters Score -911338.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -911357.812500 Penalty: 1840.732300
	Iteration 41Q: 3 clusters Score -911357.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -911377.250000 Penalty: 1840.732300
	Iteration 42Q: 3 clusters Score -911377.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -911402.625000 Penalty: 1840.732300
	Iteration 43Q: 3 clusters Score -911402.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -911424.687500 Penalty: 1840.732300
	Iteration 44Q: 3 clusters Score -911424.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -911441.562500 Penalty: 1840.732300
	Iteration 45Q: 3 clusters Score -911441.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -911466.562500 Penalty: 1840.732300
	Iteration 46Q: 3 clusters Score -911466.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -911498.500000 Penalty: 1840.732300
	Iteration 47Q: 3 clusters Score -911498.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -911526.062500 Penalty: 1840.732300
	Iteration 48Q: 3 clusters Score -911526.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -911550.250000 Penalty: 1840.732300
	Iteration 49Q: 3 clusters Score -911550.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -911578.687500 Penalty: 1840.732300
	Iteration 50Q: 3 clusters Score -911578.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -911609.625000 Penalty: 1840.732300
	Iteration 51Q: 3 clusters Score -911609.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -911635.562500 Penalty: 1840.732300
	Iteration 52Q: 3 clusters Score -911635.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -911655.062500 Penalty: 1840.732300
	Iteration 53Q: 3 clusters Score -911655.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -911670.437500 Penalty: 1840.732300
	Iteration 54Q: 3 clusters Score -911670.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -911688.875000 Penalty: 1840.732300
	Iteration 55Q: 3 clusters Score -911688.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -911699.500000 Penalty: 1840.732300
	Iteration 56Q: 3 clusters Score -911699.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -911710.937500 Penalty: 1840.732300
	Iteration 57Q: 3 clusters Score -911710.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -911721.875000 Penalty: 1840.732300
	Iteration 58Q: 3 clusters Score -911721.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -911735.062500 Penalty: 1840.732300
	Iteration 59Q: 3 clusters Score -911735.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -911748.187500 Penalty: 1840.732300
	Iteration 60F: 3 clusters Score -911748.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -911756.250000 Penalty: 1840.732300
	Iteration 61Q: 3 clusters Score -911756.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -911769.312500 Penalty: 1840.732300
	Iteration 62Q: 3 clusters Score -911769.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -911775.625000 Penalty: 1840.732300
	Iteration 63Q: 3 clusters Score -911775.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -911782.812500 Penalty: 1840.732300
	Iteration 64Q: 3 clusters Score -911782.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -911786.750000 Penalty: 1840.732300
	Iteration 65Q: 3 clusters Score -911786.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -911797.375000 Penalty: 1840.732300
	Iteration 66Q: 3 clusters Score -911797.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -911803.187500 Penalty: 1840.732300
	Iteration 67Q: 3 clusters Score -911803.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -911810.562500 Penalty: 1840.732300
	Iteration 68Q: 3 clusters Score -911810.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -911821.687500 Penalty: 1840.732300
	Iteration 69Q: 3 clusters Score -911821.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -911824.375000 Penalty: 1840.732300
	Iteration 70Q: 3 clusters Score -911824.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -911835.250000 Penalty: 1840.732300
	Iteration 71Q: 3 clusters Score -911835.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -911838.125000 Penalty: 1840.732300
	Iteration 72Q: 3 clusters Score -911838.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -911840.562500 Penalty: 1840.732300
	Iteration 73Q: 3 clusters Score -911840.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -911844.625000 Penalty: 1840.732300
	Iteration 74Q: 3 clusters Score -911844.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -911849.312500 Penalty: 1840.732300
	Iteration 75Q: 3 clusters Score -911849.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -911852.312500 Penalty: 1840.732300
	Iteration 76Q: 3 clusters Score -911852.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -911854.750000 Penalty: 1840.732300
	Iteration 77Q: 3 clusters Score -911854.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -911859.250000 Penalty: 1840.732300
	Iteration 78Q: 3 clusters Score -911859.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -911863.812500 Penalty: 1840.732300
	Iteration 79Q: 3 clusters Score -911863.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -911862.250000 Penalty: 1840.732300
	Iteration 80F: 3 clusters Score -911862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -911862.562500 Penalty: 1840.732300
	Iteration 81Q: 3 clusters Score -911862.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -911863.062500 Penalty: 1840.732300
	Iteration 82Q: 3 clusters Score -911863.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -911863.062500 Penalty: 1840.732300
	Iteration 83Q: 3 clusters Score -911863.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -911865.750000 Penalty: 1840.732300
	Iteration 84Q: 3 clusters Score -911865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -911866.187500 Penalty: 1840.732300
	Iteration 85Q: 3 clusters Score -911866.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -911872.625000 Penalty: 1840.732300
	Iteration 86Q: 3 clusters Score -911872.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -911874.125000 Penalty: 1840.732300
	Iteration 87Q: 3 clusters Score -911874.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -911875.625000 Penalty: 1840.732300
	Iteration 88Q: 3 clusters Score -911875.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -911878.375000 Penalty: 1840.732300
	Iteration 89Q: 3 clusters Score -911878.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -911878.187500 Penalty: 1840.732300
	Iteration 90Q: 3 clusters Score -911878.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -911879.750000 Penalty: 1840.732300
	Iteration 91Q: 3 clusters Score -911879.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -911878.875000 Penalty: 1840.732300
	Iteration 92Q: 3 clusters Score -911878.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -911880.562500 Penalty: 1840.732300
	Iteration 93Q: 3 clusters Score -911880.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -911883.062500 Penalty: 1840.732300
	Iteration 94Q: 3 clusters Score -911883.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -911884.000000 Penalty: 1840.732300
	Iteration 95Q: 3 clusters Score -911884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -911887.875000 Penalty: 1840.732300
	Iteration 96Q: 3 clusters Score -911887.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -911889.000000 Penalty: 1840.732300
	Iteration 97Q: 3 clusters Score -911889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -911892.812500 Penalty: 1840.732300
	Iteration 98Q: 3 clusters Score -911892.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -911895.187500 Penalty: 1840.732300
	Iteration 99Q: 3 clusters Score -911895.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -911896.625000 Penalty: 1840.732300
	Iteration 100F: 3 clusters Score -911896.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -911900.250000 Penalty: 1840.732300
	Iteration 101Q: 3 clusters Score -911900.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -911903.187500 Penalty: 1840.732300
	Iteration 102Q: 3 clusters Score -911903.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -911908.375000 Penalty: 1840.732300
	Iteration 103Q: 3 clusters Score -911908.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -911909.875000 Penalty: 1840.732300
	Iteration 104Q: 3 clusters Score -911909.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -911911.687500 Penalty: 1840.732300
	Iteration 105Q: 3 clusters Score -911911.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -911910.375000 Penalty: 1840.732300
	Iteration 106Q: 3 clusters Score -911910.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -911913.500000 Penalty: 1840.732300
	Iteration 107Q: 3 clusters Score -911913.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -911914.812500 Penalty: 1840.732300
	Iteration 108Q: 3 clusters Score -911914.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -911919.187500 Penalty: 1840.732300
	Iteration 109Q: 3 clusters Score -911919.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -911919.625000 Penalty: 1840.732300
	Iteration 110Q: 3 clusters Score -911919.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -911923.312500 Penalty: 1840.732300
	Iteration 111Q: 3 clusters Score -911923.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -911927.000000 Penalty: 1840.732300
	Iteration 112Q: 3 clusters Score -911927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -911930.250000 Penalty: 1840.732300
	Iteration 113Q: 3 clusters Score -911930.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -911932.375000 Penalty: 1840.732300
	Iteration 114Q: 3 clusters Score -911932.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -911937.437500 Penalty: 1840.732300
	Iteration 115Q: 3 clusters Score -911937.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -911941.562500 Penalty: 1840.732300
	Iteration 116Q: 3 clusters Score -911941.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -911943.500000 Penalty: 1840.732300
	Iteration 117Q: 3 clusters Score -911943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -911949.000000 Penalty: 1840.732300
	Iteration 118Q: 3 clusters Score -911949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -911950.562500 Penalty: 1840.732300
	Iteration 119Q: 3 clusters Score -911950.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -911954.937500 Penalty: 1840.732300
	Iteration 120F: 3 clusters Score -911954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -911957.125000 Penalty: 1840.732300
	Iteration 121Q: 3 clusters Score -911957.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -911959.500000 Penalty: 1840.732300
	Iteration 122Q: 3 clusters Score -911959.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -911960.750000 Penalty: 1840.732300
	Iteration 123Q: 3 clusters Score -911960.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -911963.250000 Penalty: 1840.732300
	Iteration 124Q: 3 clusters Score -911963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -911966.687500 Penalty: 1840.732300
	Iteration 125Q: 3 clusters Score -911966.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -911970.125000 Penalty: 1840.732300
	Iteration 126Q: 3 clusters Score -911970.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -911969.562500 Penalty: 1840.732300
	Iteration 127Q: 3 clusters Score -911969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -911967.875000 Penalty: 1840.732300
	Iteration 128Q: 3 clusters Score -911967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -911968.562500 Penalty: 1840.732300
	Iteration 129Q: 3 clusters Score -911968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -911970.250000 Penalty: 1840.732300
	Iteration 130Q: 3 clusters Score -911970.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -911972.687500 Penalty: 1840.732300
	Iteration 131Q: 3 clusters Score -911972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -911971.812500 Penalty: 1840.732300
	Iteration 132Q: 3 clusters Score -911971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -911971.812500 Penalty: 1840.732300
	Iteration 133F: 3 clusters Score -911971.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Entering Unmasked Estep 
Score: -164537.421875 Penalty: 779.469849
	Iteration 0F: 2 clusters Score -164537.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -161765.968750 Penalty: 1558.939697
	Iteration 0F: 3 clusters Score -161766 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -162717.890625 Penalty: 1558.939697
	Iteration 1F: 3 clusters Score -162717.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -163007.203125 Penalty: 1558.939697
	Iteration 2F: 3 clusters Score -163007.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -163282.578125 Penalty: 1558.939697
	Iteration 3F: 3 clusters Score -163282.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -163549.609375 Penalty: 1558.939697
	Iteration 4F: 3 clusters Score -163549.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -163747.781250 Penalty: 1558.939697
	Iteration 5F: 3 clusters Score -163747.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -163906.734375 Penalty: 1558.939697
	Iteration 6F: 3 clusters Score -163906.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -164025.187500 Penalty: 1558.939697
	Iteration 7Q: 3 clusters Score -164025.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -164093.593750 Penalty: 1558.939697
	Iteration 8Q: 3 clusters Score -164093.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -164134.781250 Penalty: 1558.939697
	Iteration 9Q: 3 clusters Score -164134.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -164162.390625 Penalty: 1558.939697
	Iteration 10Q: 3 clusters Score -164162.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -164178.968750 Penalty: 1558.939697
	Iteration 11Q: 3 clusters Score -164179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -164189.328125 Penalty: 1558.939697
	Iteration 12Q: 3 clusters Score -164189.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -164197.250000 Penalty: 1558.939697
	Iteration 13Q: 3 clusters Score -164197.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -164203.187500 Penalty: 1558.939697
	Iteration 14Q: 3 clusters Score -164203.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -164209.656250 Penalty: 1558.939697
	Iteration 15Q: 3 clusters Score -164209.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -164212.078125 Penalty: 1558.939697
	Iteration 16Q: 3 clusters Score -164212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -164213.328125 Penalty: 1558.939697
	Iteration 17Q: 3 clusters Score -164213.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -164214.562500 Penalty: 1558.939697
	Iteration 18Q: 3 clusters Score -164214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -164215.265625 Penalty: 1558.939697
	Iteration 19Q: 3 clusters Score -164215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -164216.031250 Penalty: 1558.939697
	Iteration 20F: 3 clusters Score -164216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -164217.359375 Penalty: 1558.939697
	Iteration 21Q: 3 clusters Score -164217.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -164218.703125 Penalty: 1558.939697
	Iteration 22Q: 3 clusters Score -164218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -164220.640625 Penalty: 1558.939697
	Iteration 23Q: 3 clusters Score -164220.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -164221.390625 Penalty: 1558.939697
	Iteration 24Q: 3 clusters Score -164221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -164221.703125 Penalty: 1558.939697
	Iteration 25Q: 3 clusters Score -164221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -164222.000000 Penalty: 1558.939697
	Iteration 26Q: 3 clusters Score -164222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -164222.421875 Penalty: 1558.939697
	Iteration 27Q: 3 clusters Score -164222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -164222.359375 Penalty: 1558.939697
	Iteration 28Q: 3 clusters Score -164222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -164222.562500 Penalty: 1558.939697
	Iteration 29Q: 3 clusters Score -164222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -164223.203125 Penalty: 1558.939697
	Iteration 30Q: 3 clusters Score -164223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -164223.796875 Penalty: 1558.939697
	Iteration 31Q: 3 clusters Score -164223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -164225.062500 Penalty: 1558.939697
	Iteration 32Q: 3 clusters Score -164225.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -164226.250000 Penalty: 1558.939697
	Iteration 33Q: 3 clusters Score -164226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -164227.687500 Penalty: 1558.939697
	Iteration 34Q: 3 clusters Score -164227.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -164228.703125 Penalty: 1558.939697
	Iteration 35Q: 3 clusters Score -164228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -164229.671875 Penalty: 1558.939697
	Iteration 36Q: 3 clusters Score -164229.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -164230.921875 Penalty: 1558.939697
	Iteration 37Q: 3 clusters Score -164230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -164232.390625 Penalty: 1558.939697
	Iteration 38Q: 3 clusters Score -164232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -164234.531250 Penalty: 1558.939697
	Iteration 39Q: 3 clusters Score -164234.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164237.109375 Penalty: 1558.939697
	Iteration 40F: 3 clusters Score -164237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -164239.218750 Penalty: 1558.939697
	Iteration 41Q: 3 clusters Score -164239.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -164241.156250 Penalty: 1558.939697
	Iteration 42Q: 3 clusters Score -164241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -164242.765625 Penalty: 1558.939697
	Iteration 43Q: 3 clusters Score -164242.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -164244.296875 Penalty: 1558.939697
	Iteration 44Q: 3 clusters Score -164244.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -164245.562500 Penalty: 1558.939697
	Iteration 45Q: 3 clusters Score -164245.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -164247.296875 Penalty: 1558.939697
	Iteration 46Q: 3 clusters Score -164247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -164248.625000 Penalty: 1558.939697
	Iteration 47Q: 3 clusters Score -164248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -164250.562500 Penalty: 1558.939697
	Iteration 48Q: 3 clusters Score -164250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -164253.281250 Penalty: 1558.939697
	Iteration 49Q: 3 clusters Score -164253.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -164255.468750 Penalty: 1558.939697
	Iteration 50Q: 3 clusters Score -164255.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -164258.031250 Penalty: 1558.939697
	Iteration 51Q: 3 clusters Score -164258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -164260.234375 Penalty: 1558.939697
	Iteration 52Q: 3 clusters Score -164260.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -164262.593750 Penalty: 1558.939697
	Iteration 53Q: 3 clusters Score -164262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -164264.546875 Penalty: 1558.939697
	Iteration 54Q: 3 clusters Score -164264.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -164265.703125 Penalty: 1558.939697
	Iteration 55Q: 3 clusters Score -164265.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164267.343750 Penalty: 1558.939697
	Iteration 56Q: 3 clusters Score -164267.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -164268.265625 Penalty: 1558.939697
	Iteration 57Q: 3 clusters Score -164268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -164268.906250 Penalty: 1558.939697
	Iteration 58Q: 3 clusters Score -164268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -164269.390625 Penalty: 1558.939697
	Iteration 59Q: 3 clusters Score -164269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -164269.812500 Penalty: 1558.939697
	Iteration 60F: 3 clusters Score -164269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -164270.000000 Penalty: 1558.939697
	Iteration 61Q: 3 clusters Score -164270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -164270.328125 Penalty: 1558.939697
	Iteration 62Q: 3 clusters Score -164270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -164270.468750 Penalty: 1558.939697
	Iteration 63Q: 3 clusters Score -164270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -164270.468750 Penalty: 1558.939697
	Iteration 64F: 3 clusters Score -164270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Entering Unmasked Estep 
Score: -237963.546875 Penalty: 790.835022
	Iteration 0F: 2 clusters Score -237963.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -234893.109375 Penalty: 1581.670044
	Iteration 0F: 3 clusters Score -234893.1 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -235828.515625 Penalty: 1581.670044
	Iteration 1F: 3 clusters Score -235828.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -235948.250000 Penalty: 1581.670044
	Iteration 2F: 3 clusters Score -235948.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -236078.656250 Penalty: 1581.670044
	Iteration 3F: 3 clusters Score -236078.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -236225.921875 Penalty: 1581.670044
	Iteration 4F: 3 clusters Score -236225.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -236375.953125 Penalty: 1581.670044
	Iteration 5F: 3 clusters Score -236376 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -236528.906250 Penalty: 1581.670044
	Iteration 6Q: 3 clusters Score -236528.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -236701.796875 Penalty: 1581.670044
	Iteration 7Q: 3 clusters Score -236701.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -236829.140625 Penalty: 1581.670044
	Iteration 8Q: 3 clusters Score -236829.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -236935.750000 Penalty: 1581.670044
	Iteration 9Q: 3 clusters Score -236935.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -237038.937500 Penalty: 1581.670044
	Iteration 10Q: 3 clusters Score -237038.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -237107.703125 Penalty: 1581.670044
	Iteration 11Q: 3 clusters Score -237107.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -237157.843750 Penalty: 1581.670044
	Iteration 12Q: 3 clusters Score -237157.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -237188.078125 Penalty: 1581.670044
	Iteration 13Q: 3 clusters Score -237188.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -237213.953125 Penalty: 1581.670044
	Iteration 14Q: 3 clusters Score -237214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -237228.546875 Penalty: 1581.670044
	Iteration 15Q: 3 clusters Score -237228.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -237238.593750 Penalty: 1581.670044
	Iteration 16Q: 3 clusters Score -237238.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -237244.281250 Penalty: 1581.670044
	Iteration 17Q: 3 clusters Score -237244.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -237251.234375 Penalty: 1581.670044
	Iteration 18Q: 3 clusters Score -237251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -237257.765625 Penalty: 1581.670044
	Iteration 19Q: 3 clusters Score -237257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -237266.859375 Penalty: 1581.670044
	Iteration 20F: 3 clusters Score -237266.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -237276.171875 Penalty: 1581.670044
	Iteration 21Q: 3 clusters Score -237276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -237281.125000 Penalty: 1581.670044
	Iteration 22Q: 3 clusters Score -237281.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -237283.468750 Penalty: 1581.670044
	Iteration 23Q: 3 clusters Score -237283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -237285.484375 Penalty: 1581.670044
	Iteration 24Q: 3 clusters Score -237285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -237287.312500 Penalty: 1581.670044
	Iteration 25Q: 3 clusters Score -237287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -237288.062500 Penalty: 1581.670044
	Iteration 26Q: 3 clusters Score -237288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -237288.609375 Penalty: 1581.670044
	Iteration 27Q: 3 clusters Score -237288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -237291.468750 Penalty: 1581.670044
	Iteration 28Q: 3 clusters Score -237291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -237295.234375 Penalty: 1581.670044
	Iteration 29Q: 3 clusters Score -237295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -237296.265625 Penalty: 1581.670044
	Iteration 30Q: 3 clusters Score -237296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -237298.015625 Penalty: 1581.670044
	Iteration 31Q: 3 clusters Score -237298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -237298.875000 Penalty: 1581.670044
	Iteration 32Q: 3 clusters Score -237298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -237299.109375 Penalty: 1581.670044
	Iteration 33Q: 3 clusters Score -237299.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -237299.109375 Penalty: 1581.670044
	Iteration 34F: 3 clusters Score -237299.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -258344.609375 Penalty: 794.495422
	Iteration 0F: 2 clusters Score -258344.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -255221.750000 Penalty: 1588.990845
	Iteration 0F: 3 clusters Score -255221.8 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -256166.359375 Penalty: 1588.990845
	Iteration 1F: 3 clusters Score -256166.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -256252.765625 Penalty: 1588.990845
	Iteration 2F: 3 clusters Score -256252.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -256317.625000 Penalty: 1588.990845
	Iteration 3Q: 3 clusters Score -256317.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -256369.265625 Penalty: 1588.990845
	Iteration 4Q: 3 clusters Score -256369.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -256406.484375 Penalty: 1588.990845
	Iteration 5Q: 3 clusters Score -256406.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -256432.062500 Penalty: 1588.990845
	Iteration 6Q: 3 clusters Score -256432.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -256457.140625 Penalty: 1588.990845
	Iteration 7Q: 3 clusters Score -256457.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -256481.015625 Penalty: 1588.990845
	Iteration 8Q: 3 clusters Score -256481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -256504.062500 Penalty: 1588.990845
	Iteration 9Q: 3 clusters Score -256504.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -256519.296875 Penalty: 1588.990845
	Iteration 10Q: 3 clusters Score -256519.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -256528.296875 Penalty: 1588.990845
	Iteration 11Q: 3 clusters Score -256528.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -256539.718750 Penalty: 1588.990845
	Iteration 12Q: 3 clusters Score -256539.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -256551.781250 Penalty: 1588.990845
	Iteration 13Q: 3 clusters Score -256551.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -256562.875000 Penalty: 1588.990845
	Iteration 14Q: 3 clusters Score -256562.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -256576.843750 Penalty: 1588.990845
	Iteration 15Q: 3 clusters Score -256576.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -256592.593750 Penalty: 1588.990845
	Iteration 16Q: 3 clusters Score -256592.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -256604.562500 Penalty: 1588.990845
	Iteration 17Q: 3 clusters Score -256604.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -256618.062500 Penalty: 1588.990845
	Iteration 18Q: 3 clusters Score -256618.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -256632.109375 Penalty: 1588.990845
	Iteration 19Q: 3 clusters Score -256632.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -256642.734375 Penalty: 1588.990845
	Iteration 20F: 3 clusters Score -256642.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -256654.093750 Penalty: 1588.990845
	Iteration 21Q: 3 clusters Score -256654.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -256666.562500 Penalty: 1588.990845
	Iteration 22Q: 3 clusters Score -256666.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -256677.796875 Penalty: 1588.990845
	Iteration 23Q: 3 clusters Score -256677.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -256688.484375 Penalty: 1588.990845
	Iteration 24Q: 3 clusters Score -256688.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -256697.140625 Penalty: 1588.990845
	Iteration 25Q: 3 clusters Score -256697.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -256707.015625 Penalty: 1588.990845
	Iteration 26Q: 3 clusters Score -256707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -256718.343750 Penalty: 1588.990845
	Iteration 27Q: 3 clusters Score -256718.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -256730.562500 Penalty: 1588.990845
	Iteration 28Q: 3 clusters Score -256730.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -256745.125000 Penalty: 1588.990845
	Iteration 29Q: 3 clusters Score -256745.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -256770.015625 Penalty: 1588.990845
	Iteration 30Q: 3 clusters Score -256770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -256801.296875 Penalty: 1588.990845
	Iteration 31Q: 3 clusters Score -256801.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -256828.546875 Penalty: 1588.990845
	Iteration 32Q: 3 clusters Score -256828.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -256862.140625 Penalty: 1588.990845
	Iteration 33Q: 3 clusters Score -256862.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -256906.906250 Penalty: 1588.990845
	Iteration 34Q: 3 clusters Score -256906.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -256967.484375 Penalty: 1588.990845
	Iteration 35Q: 3 clusters Score -256967.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -257036.046875 Penalty: 1588.990845
	Iteration 36Q: 3 clusters Score -257036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -257115.828125 Penalty: 1588.990845
	Iteration 37Q: 3 clusters Score -257115.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -257184.531250 Penalty: 1588.990845
	Iteration 38Q: 3 clusters Score -257184.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -257234.296875 Penalty: 1588.990845
	Iteration 39Q: 3 clusters Score -257234.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -257276.531250 Penalty: 1588.990845
	Iteration 40F: 3 clusters Score -257276.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -257302.562500 Penalty: 1588.990845
	Iteration 41Q: 3 clusters Score -257302.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -257317.656250 Penalty: 1588.990845
	Iteration 42Q: 3 clusters Score -257317.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -257333.218750 Penalty: 1588.990845
	Iteration 43Q: 3 clusters Score -257333.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -257343.046875 Penalty: 1588.990845
	Iteration 44Q: 3 clusters Score -257343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -257352.609375 Penalty: 1588.990845
	Iteration 45Q: 3 clusters Score -257352.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -257364.109375 Penalty: 1588.990845
	Iteration 46Q: 3 clusters Score -257364.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -257377.968750 Penalty: 1588.990845
	Iteration 47Q: 3 clusters Score -257378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -257394.234375 Penalty: 1588.990845
	Iteration 48Q: 3 clusters Score -257394.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -257408.390625 Penalty: 1588.990845
	Iteration 49Q: 3 clusters Score -257408.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -257423.140625 Penalty: 1588.990845
	Iteration 50Q: 3 clusters Score -257423.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -257436.187500 Penalty: 1588.990845
	Iteration 51Q: 3 clusters Score -257436.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -257449.609375 Penalty: 1588.990845
	Iteration 52Q: 3 clusters Score -257449.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -257463.750000 Penalty: 1588.990845
	Iteration 53Q: 3 clusters Score -257463.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -257483.593750 Penalty: 1588.990845
	Iteration 54Q: 3 clusters Score -257483.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -257505.953125 Penalty: 1588.990845
	Iteration 55Q: 3 clusters Score -257506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -257524.078125 Penalty: 1588.990845
	Iteration 56Q: 3 clusters Score -257524.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -257538.968750 Penalty: 1588.990845
	Iteration 57Q: 3 clusters Score -257539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -257547.421875 Penalty: 1588.990845
	Iteration 58Q: 3 clusters Score -257547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -257550.906250 Penalty: 1588.990845
	Iteration 59Q: 3 clusters Score -257550.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -257555.531250 Penalty: 1588.990845
	Iteration 60F: 3 clusters Score -257555.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -257561.781250 Penalty: 1588.990845
	Iteration 61Q: 3 clusters Score -257561.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -257567.500000 Penalty: 1588.990845
	Iteration 62Q: 3 clusters Score -257567.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -257572.531250 Penalty: 1588.990845
	Iteration 63Q: 3 clusters Score -257572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -257577.125000 Penalty: 1588.990845
	Iteration 64Q: 3 clusters Score -257577.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -257580.828125 Penalty: 1588.990845
	Iteration 65Q: 3 clusters Score -257580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -257583.015625 Penalty: 1588.990845
	Iteration 66Q: 3 clusters Score -257583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -257583.859375 Penalty: 1588.990845
	Iteration 67Q: 3 clusters Score -257583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -257585.593750 Penalty: 1588.990845
	Iteration 68Q: 3 clusters Score -257585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -257586.218750 Penalty: 1588.990845
	Iteration 69Q: 3 clusters Score -257586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -257588.109375 Penalty: 1588.990845
	Iteration 70Q: 3 clusters Score -257588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -257589.296875 Penalty: 1588.990845
	Iteration 71Q: 3 clusters Score -257589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -257593.593750 Penalty: 1588.990845
	Iteration 72Q: 3 clusters Score -257593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -257597.031250 Penalty: 1588.990845
	Iteration 73Q: 3 clusters Score -257597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -257599.250000 Penalty: 1588.990845
	Iteration 74Q: 3 clusters Score -257599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -257602.093750 Penalty: 1588.990845
	Iteration 75Q: 3 clusters Score -257602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -257606.671875 Penalty: 1588.990845
	Iteration 76Q: 3 clusters Score -257606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -257609.046875 Penalty: 1588.990845
	Iteration 77Q: 3 clusters Score -257609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -257613.843750 Penalty: 1588.990845
	Iteration 78Q: 3 clusters Score -257613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -257619.406250 Penalty: 1588.990845
	Iteration 79Q: 3 clusters Score -257619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -257623.625000 Penalty: 1588.990845
	Iteration 80F: 3 clusters Score -257623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -257624.218750 Penalty: 1588.990845
	Iteration 81Q: 3 clusters Score -257624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -257624.546875 Penalty: 1588.990845
	Iteration 82Q: 3 clusters Score -257624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -257624.750000 Penalty: 1588.990845
	Iteration 83Q: 3 clusters Score -257624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -257625.593750 Penalty: 1588.990845
	Iteration 84Q: 3 clusters Score -257625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -257626.203125 Penalty: 1588.990845
	Iteration 85Q: 3 clusters Score -257626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -257626.593750 Penalty: 1588.990845
	Iteration 86Q: 3 clusters Score -257626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -257626.593750 Penalty: 1588.990845
	Iteration 87F: 3 clusters Score -257626.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -150717.375000 Penalty: 754.625610
	Iteration 0F: 2 clusters Score -150717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -148486.421875 Penalty: 1509.251221
	Iteration 0F: 3 clusters Score -148486.4 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -149245.093750 Penalty: 1509.251221
	Iteration 1F: 3 clusters Score -149245.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -149371.718750 Penalty: 1509.251221
	Iteration 2F: 3 clusters Score -149371.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -149474.125000 Penalty: 1509.251221
	Iteration 3F: 3 clusters Score -149474.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -149539.328125 Penalty: 1509.251221
	Iteration 4Q: 3 clusters Score -149539.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -149601.859375 Penalty: 1509.251221
	Iteration 5Q: 3 clusters Score -149601.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -149656.671875 Penalty: 1509.251221
	Iteration 6Q: 3 clusters Score -149656.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -149686.468750 Penalty: 1509.251221
	Iteration 7Q: 3 clusters Score -149686.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -149707.562500 Penalty: 1509.251221
	Iteration 8Q: 3 clusters Score -149707.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -149723.218750 Penalty: 1509.251221
	Iteration 9Q: 3 clusters Score -149723.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -149739.937500 Penalty: 1509.251221
	Iteration 10Q: 3 clusters Score -149739.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -149756.312500 Penalty: 1509.251221
	Iteration 11Q: 3 clusters Score -149756.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -149774.906250 Penalty: 1509.251221
	Iteration 12Q: 3 clusters Score -149774.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -149796.828125 Penalty: 1509.251221
	Iteration 13Q: 3 clusters Score -149796.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -149813.046875 Penalty: 1509.251221
	Iteration 14Q: 3 clusters Score -149813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -149828.562500 Penalty: 1509.251221
	Iteration 15Q: 3 clusters Score -149828.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -149843.656250 Penalty: 1509.251221
	Iteration 16Q: 3 clusters Score -149843.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -149854.921875 Penalty: 1509.251221
	Iteration 17Q: 3 clusters Score -149854.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -149868.468750 Penalty: 1509.251221
	Iteration 18Q: 3 clusters Score -149868.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -149886.500000 Penalty: 1509.251221
	Iteration 19Q: 3 clusters Score -149886.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -149903.015625 Penalty: 1509.251221
	Iteration 20F: 3 clusters Score -149903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -149916.140625 Penalty: 1509.251221
	Iteration 21Q: 3 clusters Score -149916.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -149928.125000 Penalty: 1509.251221
	Iteration 22Q: 3 clusters Score -149928.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -149938.000000 Penalty: 1509.251221
	Iteration 23Q: 3 clusters Score -149938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -149943.765625 Penalty: 1509.251221
	Iteration 24Q: 3 clusters Score -149943.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -149947.937500 Penalty: 1509.251221
	Iteration 25Q: 3 clusters Score -149947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -149950.062500 Penalty: 1509.251221
	Iteration 26Q: 3 clusters Score -149950.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -149953.968750 Penalty: 1509.251221
	Iteration 27Q: 3 clusters Score -149954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -149958.390625 Penalty: 1509.251221
	Iteration 28Q: 3 clusters Score -149958.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -149962.343750 Penalty: 1509.251221
	Iteration 29Q: 3 clusters Score -149962.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -149966.812500 Penalty: 1509.251221
	Iteration 30Q: 3 clusters Score -149966.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -149975.734375 Penalty: 1509.251221
	Iteration 31Q: 3 clusters Score -149975.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -149988.093750 Penalty: 1509.251221
	Iteration 32Q: 3 clusters Score -149988.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -150000.859375 Penalty: 1509.251221
	Iteration 33Q: 3 clusters Score -150000.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -150015.859375 Penalty: 1509.251221
	Iteration 34Q: 3 clusters Score -150015.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -150025.437500 Penalty: 1509.251221
	Iteration 35Q: 3 clusters Score -150025.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -150032.921875 Penalty: 1509.251221
	Iteration 36Q: 3 clusters Score -150032.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -150041.390625 Penalty: 1509.251221
	Iteration 37Q: 3 clusters Score -150041.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -150050.390625 Penalty: 1509.251221
	Iteration 38Q: 3 clusters Score -150050.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -150056.156250 Penalty: 1509.251221
	Iteration 39Q: 3 clusters Score -150056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -150059.796875 Penalty: 1509.251221
	Iteration 40F: 3 clusters Score -150059.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -150064.750000 Penalty: 1509.251221
	Iteration 41Q: 3 clusters Score -150064.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -150073.062500 Penalty: 1509.251221
	Iteration 42Q: 3 clusters Score -150073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -150078.000000 Penalty: 1509.251221
	Iteration 43Q: 3 clusters Score -150078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -150084.531250 Penalty: 1509.251221
	Iteration 44Q: 3 clusters Score -150084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -150088.203125 Penalty: 1509.251221
	Iteration 45Q: 3 clusters Score -150088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -150091.296875 Penalty: 1509.251221
	Iteration 46Q: 3 clusters Score -150091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -150092.640625 Penalty: 1509.251221
	Iteration 47Q: 3 clusters Score -150092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -150093.828125 Penalty: 1509.251221
	Iteration 48Q: 3 clusters Score -150093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -150095.250000 Penalty: 1509.251221
	Iteration 49Q: 3 clusters Score -150095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -150096.390625 Penalty: 1509.251221
	Iteration 50Q: 3 clusters Score -150096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -150098.640625 Penalty: 1509.251221
	Iteration 51Q: 3 clusters Score -150098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -150101.625000 Penalty: 1509.251221
	Iteration 52Q: 3 clusters Score -150101.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -150104.125000 Penalty: 1509.251221
	Iteration 53Q: 3 clusters Score -150104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -150106.890625 Penalty: 1509.251221
	Iteration 54Q: 3 clusters Score -150106.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -150110.000000 Penalty: 1509.251221
	Iteration 55Q: 3 clusters Score -150110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -150114.031250 Penalty: 1509.251221
	Iteration 56Q: 3 clusters Score -150114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -150116.125000 Penalty: 1509.251221
	Iteration 57Q: 3 clusters Score -150116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -150117.531250 Penalty: 1509.251221
	Iteration 58Q: 3 clusters Score -150117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -150117.921875 Penalty: 1509.251221
	Iteration 59Q: 3 clusters Score -150117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -150117.921875 Penalty: 1509.251221
	Iteration 60F: 3 clusters Score -150117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35134 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 142013 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 41780 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 19000 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 8518 members 
Mstep: Class 15 contains 25188 members 
Mstep: Class 16 contains 285507 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 78542 members 
Mstep: Class 19 contains 8246 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 4124 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620804.000000 Penalty: 30804.640625
Iteration 199Q: 25 clusters Score -3.86208e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 142037 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 6486 members 
Mstep: Class 9 contains 11113 members 
Mstep: Class 10 contains 41687 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19181 members 
Mstep: Class 13 contains 2771 members 
Mstep: Class 14 contains 8532 members 
Mstep: Class 15 contains 25190 members 
Mstep: Class 16 contains 285638 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 78547 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4126 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620944.000000 Penalty: 30804.640625
Iteration 200F: 25 clusters Score -3.862094e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35125 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 142053 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 10949 members 
Mstep: Class 10 contains 41595 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 8544 members 
Mstep: Class 15 contains 25193 members 
Mstep: Class 16 contains 285720 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 78553 members 
Mstep: Class 19 contains 8244 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3666 members 
Mstep: Class 22 contains 4125 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621132.000000 Penalty: 30804.640625
Iteration 201Q: 25 clusters Score -3.862113e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 142095 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 6486 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 41517 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 19462 members 
Mstep: Class 13 contains 2732 members 
Mstep: Class 14 contains 8550 members 
Mstep: Class 15 contains 25192 members 
Mstep: Class 16 contains 285808 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 78566 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 4121 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621204.000000 Penalty: 30804.640625
Iteration 202Q: 25 clusters Score -3.86212e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 142132 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6486 members 
Mstep: Class 9 contains 10628 members 
Mstep: Class 10 contains 41456 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 19590 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 8564 members 
Mstep: Class 15 contains 25196 members 
Mstep: Class 16 contains 285890 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 78573 members 
Mstep: Class 19 contains 8240 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3666 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621192.000000 Penalty: 30804.640625
Iteration 203Q: 25 clusters Score -3.862119e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 142153 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 10508 members 
Mstep: Class 10 contains 41405 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 19677 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 8573 members 
Mstep: Class 15 contains 25203 members 
Mstep: Class 16 contains 285963 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 78575 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 4117 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621352.000000 Penalty: 30804.640625
Iteration 204Q: 25 clusters Score -3.862135e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 35124 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 142157 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 10399 members 
Mstep: Class 10 contains 41334 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 19763 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 8580 members 
Mstep: Class 15 contains 25204 members 
Mstep: Class 16 contains 286059 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 78577 members 
Mstep: Class 19 contains 8239 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3656 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621456.000000 Penalty: 30804.640625
Iteration 205Q: 25 clusters Score -3.862146e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 35120 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 142179 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 13174 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 10305 members 
Mstep: Class 10 contains 41261 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19813 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 8583 members 
Mstep: Class 15 contains 25206 members 
Mstep: Class 16 contains 286157 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 78581 members 
Mstep: Class 19 contains 8236 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621436.000000 Penalty: 30804.640625
Iteration 206Q: 25 clusters Score -3.862144e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35120 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142190 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 13171 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 10212 members 
Mstep: Class 10 contains 41175 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 19871 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 8590 members 
Mstep: Class 15 contains 25208 members 
Mstep: Class 16 contains 286254 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 78589 members 
Mstep: Class 19 contains 8233 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 4121 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621484.000000 Penalty: 30804.640625
Iteration 207Q: 25 clusters Score -3.862148e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35118 members 
Mstep: Class 3 contains 5107 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142202 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 13172 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 10143 members 
Mstep: Class 10 contains 41102 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19901 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 25209 members 
Mstep: Class 16 contains 286348 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 78597 members 
Mstep: Class 19 contains 8231 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 4124 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621396.000000 Penalty: 30804.640625
Iteration 208Q: 25 clusters Score -3.86214e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35118 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142214 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 13172 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 41028 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 8607 members 
Mstep: Class 15 contains 25211 members 
Mstep: Class 16 contains 286431 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 78599 members 
Mstep: Class 19 contains 8230 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 4131 members 
Mstep: Class 23 contains 4288 members 
Mstep: Class 24 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621340.000000 Penalty: 30804.640625
Iteration 209Q: 25 clusters Score -3.862134e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35119 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142225 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 10039 members 
Mstep: Class 10 contains 40952 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 19938 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 8614 members 
Mstep: Class 15 contains 25212 members 
Mstep: Class 16 contains 286517 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 78601 members 
Mstep: Class 19 contains 8221 members 
Mstep: Class 20 contains 16126 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4131 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621360.000000 Penalty: 30804.640625
Iteration 210Q: 25 clusters Score -3.862136e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35118 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142242 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 13174 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 9986 members 
Mstep: Class 10 contains 40873 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 19943 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 8618 members 
Mstep: Class 15 contains 25212 members 
Mstep: Class 16 contains 286625 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 78597 members 
Mstep: Class 19 contains 8220 members 
Mstep: Class 20 contains 16125 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621504.000000 Penalty: 30804.640625
Iteration 211Q: 25 clusters Score -3.86215e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35119 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 142259 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 13174 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 9930 members 
Mstep: Class 10 contains 40816 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 19953 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 8630 members 
Mstep: Class 15 contains 25212 members 
Mstep: Class 16 contains 286693 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 78602 members 
Mstep: Class 19 contains 8219 members 
Mstep: Class 20 contains 16125 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621464.000000 Penalty: 30804.640625
Iteration 212Q: 25 clusters Score -3.862146e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35120 members 
Mstep: Class 3 contains 5114 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 142278 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6495 members 
Mstep: Class 9 contains 9894 members 
Mstep: Class 10 contains 40764 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 19949 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 25214 members 
Mstep: Class 16 contains 286745 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 78604 members 
Mstep: Class 19 contains 8217 members 
Mstep: Class 20 contains 16125 members 
Mstep: Class 21 contains 3665 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621508.000000 Penalty: 30804.640625
Iteration 213Q: 25 clusters Score -3.862151e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35120 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 142294 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6497 members 
Mstep: Class 9 contains 9865 members 
Mstep: Class 10 contains 40728 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 19940 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 8645 members 
Mstep: Class 15 contains 25220 members 
Mstep: Class 16 contains 286784 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 78609 members 
Mstep: Class 19 contains 8213 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3666 members 
Mstep: Class 22 contains 4131 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621572.000000 Penalty: 30804.640625
Iteration 214Q: 25 clusters Score -3.862157e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35119 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 142314 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6496 members 
Mstep: Class 9 contains 9835 members 
Mstep: Class 10 contains 40698 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19929 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 8650 members 
Mstep: Class 15 contains 25223 members 
Mstep: Class 16 contains 286832 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 78611 members 
Mstep: Class 19 contains 8211 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4129 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621488.000000 Penalty: 30804.640625
Iteration 215Q: 25 clusters Score -3.862149e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35120 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142318 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 13174 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 9824 members 
Mstep: Class 10 contains 40674 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19908 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 8655 members 
Mstep: Class 15 contains 25225 members 
Mstep: Class 16 contains 286877 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 78608 members 
Mstep: Class 19 contains 8211 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4125 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621568.000000 Penalty: 30804.640625
Iteration 216Q: 25 clusters Score -3.862157e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35121 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142322 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 13173 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 9808 members 
Mstep: Class 10 contains 40655 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 19884 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 8658 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 286922 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 78614 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3668 members 
Mstep: Class 22 contains 4125 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621572.000000 Penalty: 30804.640625
Iteration 217Q: 25 clusters Score -3.862157e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142329 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 13173 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 9786 members 
Mstep: Class 10 contains 40629 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 19877 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 8659 members 
Mstep: Class 15 contains 25225 members 
Mstep: Class 16 contains 286963 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 78616 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 4126 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621620.000000 Penalty: 30804.640625
Iteration 218Q: 25 clusters Score -3.862162e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142332 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9768 members 
Mstep: Class 10 contains 40607 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 19864 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 8663 members 
Mstep: Class 15 contains 25225 members 
Mstep: Class 16 contains 287004 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 78617 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3668 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621604.000000 Penalty: 30804.640625
Iteration 219Q: 25 clusters Score -3.86216e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35124 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142335 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9757 members 
Mstep: Class 10 contains 40587 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 19851 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 8669 members 
Mstep: Class 15 contains 25225 members 
Mstep: Class 16 contains 287037 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 78617 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3668 members 
Mstep: Class 22 contains 4125 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621596.000000 Penalty: 30804.640625
Iteration 220F: 25 clusters Score -3.86216e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142334 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9747 members 
Mstep: Class 10 contains 40572 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 19842 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 25225 members 
Mstep: Class 16 contains 287069 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 78617 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3668 members 
Mstep: Class 22 contains 4122 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621620.000000 Penalty: 30804.640625
Iteration 221Q: 25 clusters Score -3.862162e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35122 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142336 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9737 members 
Mstep: Class 10 contains 40562 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 19830 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 8676 members 
Mstep: Class 15 contains 25225 members 
Mstep: Class 16 contains 287098 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 78620 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3666 members 
Mstep: Class 22 contains 4117 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621568.000000 Penalty: 30804.640625
Iteration 222Q: 25 clusters Score -3.862157e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35122 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142337 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9727 members 
Mstep: Class 10 contains 40552 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 19829 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 8677 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287120 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 78623 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621568.000000 Penalty: 30804.640625
Iteration 223Q: 25 clusters Score -3.862157e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35122 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142342 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 40543 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 19822 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287142 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 78623 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621540.000000 Penalty: 30804.640625
Iteration 224Q: 25 clusters Score -3.862154e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35122 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142346 members 
Mstep: Class 6 contains 3858 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 10 contains 40532 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 19811 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287169 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 78623 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3662 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621572.000000 Penalty: 30804.640625
Iteration 225Q: 25 clusters Score -3.862157e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5114 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142349 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9693 members 
Mstep: Class 10 contains 40530 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 19808 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287182 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 78624 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 4117 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621556.000000 Penalty: 30804.640625
Iteration 226Q: 25 clusters Score -3.862156e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142352 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9682 members 
Mstep: Class 10 contains 40528 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 19803 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 8683 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287198 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 78625 members 
Mstep: Class 19 contains 8208 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4117 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621616.000000 Penalty: 30804.640625
Iteration 227Q: 25 clusters Score -3.862162e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35124 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142356 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9672 members 
Mstep: Class 10 contains 40527 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 19795 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 8681 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287218 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 78624 members 
Mstep: Class 19 contains 8206 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4117 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621600.000000 Penalty: 30804.640625
Iteration 228Q: 25 clusters Score -3.86216e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142359 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 9669 members 
Mstep: Class 10 contains 40522 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 19791 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 8681 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287232 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 78625 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3656 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621596.000000 Penalty: 30804.640625
Iteration 229Q: 25 clusters Score -3.86216e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142361 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6501 members 
Mstep: Class 9 contains 9661 members 
Mstep: Class 10 contains 40514 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 19783 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287251 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 78625 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621608.000000 Penalty: 30804.640625
Iteration 230Q: 25 clusters Score -3.862161e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142362 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 9652 members 
Mstep: Class 10 contains 40512 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 19777 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287270 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 78625 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4117 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621632.000000 Penalty: 30804.640625
Iteration 231Q: 25 clusters Score -3.862163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142359 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 9642 members 
Mstep: Class 10 contains 40509 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 19772 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 287295 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 78626 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621636.000000 Penalty: 30804.640625
Iteration 232Q: 25 clusters Score -3.862164e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142358 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 9636 members 
Mstep: Class 10 contains 40504 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 19766 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 25225 members 
Mstep: Class 16 contains 287317 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 78627 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621636.000000 Penalty: 30804.640625
Iteration 233Q: 25 clusters Score -3.862164e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142357 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 9625 members 
Mstep: Class 10 contains 40502 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 19761 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 8681 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287338 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 78628 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621656.000000 Penalty: 30804.640625
Iteration 234Q: 25 clusters Score -3.862166e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35124 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142358 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6503 members 
Mstep: Class 9 contains 9620 members 
Mstep: Class 10 contains 40499 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19761 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 8681 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287348 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 78629 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621684.000000 Penalty: 30804.640625
Iteration 235Q: 25 clusters Score -3.862168e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142358 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6504 members 
Mstep: Class 9 contains 9611 members 
Mstep: Class 10 contains 40493 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 19764 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 8681 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287363 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 78628 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 4112 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621692.000000 Penalty: 30804.640625
Iteration 236Q: 25 clusters Score -3.862169e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142358 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6504 members 
Mstep: Class 9 contains 9611 members 
Mstep: Class 10 contains 40483 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 19755 members 
Mstep: Class 13 contains 2573 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287381 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 78627 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 4114 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621684.000000 Penalty: 30804.640625
Iteration 237Q: 25 clusters Score -3.862168e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35123 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142354 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9612 members 
Mstep: Class 10 contains 40472 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 19747 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 8684 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287397 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 78628 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 4115 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621676.000000 Penalty: 30804.640625
Iteration 238Q: 25 clusters Score -3.862168e+07 nChanged 41
Entering ConstructFrom: 
Score: -38621676.000000 Penalty: 30804.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -322953.687500 Penalty: 827.367859
	Iteration 0F: 2 clusters Score -322953.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -318747.218750 Penalty: 1654.735718
	Iteration 0F: 3 clusters Score -318747.2 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -320265.562500 Penalty: 1654.735718
	Iteration 1F: 3 clusters Score -320265.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -320657.750000 Penalty: 1654.735718
	Iteration 2F: 3 clusters Score -320657.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -321112.531250 Penalty: 1654.735718
	Iteration 3F: 3 clusters Score -321112.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -321512.250000 Penalty: 1654.735718
	Iteration 4F: 3 clusters Score -321512.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -321775.593750 Penalty: 1654.735718
	Iteration 5F: 3 clusters Score -321775.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -321985.875000 Penalty: 1654.735718
	Iteration 6F: 3 clusters Score -321985.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -322167.906250 Penalty: 1654.735718
	Iteration 7Q: 3 clusters Score -322167.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -322325.062500 Penalty: 1654.735718
	Iteration 8Q: 3 clusters Score -322325.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -322444.093750 Penalty: 1654.735718
	Iteration 9Q: 3 clusters Score -322444.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -322543.968750 Penalty: 1654.735718
	Iteration 10Q: 3 clusters Score -322544 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -322626.718750 Penalty: 1654.735718
	Iteration 11Q: 3 clusters Score -322626.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -322686.062500 Penalty: 1654.735718
	Iteration 12Q: 3 clusters Score -322686.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -322720.718750 Penalty: 1654.735718
	Iteration 13Q: 3 clusters Score -322720.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -322751.656250 Penalty: 1654.735718
	Iteration 14Q: 3 clusters Score -322751.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -322780.718750 Penalty: 1654.735718
	Iteration 15Q: 3 clusters Score -322780.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -322805.781250 Penalty: 1654.735718
	Iteration 16Q: 3 clusters Score -322805.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -322833.250000 Penalty: 1654.735718
	Iteration 17Q: 3 clusters Score -322833.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -322864.406250 Penalty: 1654.735718
	Iteration 18Q: 3 clusters Score -322864.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -322886.125000 Penalty: 1654.735718
	Iteration 19Q: 3 clusters Score -322886.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -322901.531250 Penalty: 1654.735718
	Iteration 20F: 3 clusters Score -322901.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -322914.000000 Penalty: 1654.735718
	Iteration 21Q: 3 clusters Score -322914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -322923.093750 Penalty: 1654.735718
	Iteration 22Q: 3 clusters Score -322923.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -322926.250000 Penalty: 1654.735718
	Iteration 23Q: 3 clusters Score -322926.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -322929.468750 Penalty: 1654.735718
	Iteration 24Q: 3 clusters Score -322929.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -322930.968750 Penalty: 1654.735718
	Iteration 25Q: 3 clusters Score -322931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322931.468750 Penalty: 1654.735718
	Iteration 26Q: 3 clusters Score -322931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -322932.000000 Penalty: 1654.735718
	Iteration 27Q: 3 clusters Score -322932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -322932.656250 Penalty: 1654.735718
	Iteration 28Q: 3 clusters Score -322932.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -322932.781250 Penalty: 1654.735718
	Iteration 29Q: 3 clusters Score -322932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -322934.500000 Penalty: 1654.735718
	Iteration 30Q: 3 clusters Score -322934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -322935.000000 Penalty: 1654.735718
	Iteration 31Q: 3 clusters Score -322935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -322935.718750 Penalty: 1654.735718
	Iteration 32Q: 3 clusters Score -322935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -322935.312500 Penalty: 1654.735718
	Iteration 33Q: 3 clusters Score -322935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -322936.000000 Penalty: 1654.735718
	Iteration 34Q: 3 clusters Score -322936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -322935.843750 Penalty: 1654.735718
	Iteration 35Q: 3 clusters Score -322935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -322936.562500 Penalty: 1654.735718
	Iteration 36Q: 3 clusters Score -322936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -322936.312500 Penalty: 1654.735718
	Iteration 37Q: 3 clusters Score -322936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -322936.718750 Penalty: 1654.735718
	Iteration 38Q: 3 clusters Score -322936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -322936.718750 Penalty: 1654.735718
	Iteration 39Q: 3 clusters Score -322936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -322937.125000 Penalty: 1654.735718
	Iteration 40F: 3 clusters Score -322937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -322936.656250 Penalty: 1654.735718
	Iteration 41Q: 3 clusters Score -322936.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -322936.656250 Penalty: 1654.735718
	Iteration 42F: 3 clusters Score -322936.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Entering Unmasked Estep 
Score: -2015326.125000 Penalty: 994.330750
	Iteration 0F: 2 clusters Score -2015326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1991896.750000 Penalty: 1988.661499
	Iteration 0F: 3 clusters Score -1991897 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2001349.625000 Penalty: 1988.661499
	Iteration 1F: 3 clusters Score -2001350 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2002087.250000 Penalty: 1988.661499
	Iteration 2Q: 3 clusters Score -2002087 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2003372.500000 Penalty: 1988.661499
	Iteration 3F: 3 clusters Score -2003372 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2005110.125000 Penalty: 1988.661499
	Iteration 4F: 3 clusters Score -2005110 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2007010.750000 Penalty: 1988.661499
	Iteration 5F: 3 clusters Score -2007011 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2008413.250000 Penalty: 1988.661499
	Iteration 6F: 3 clusters Score -2008413 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2009377.750000 Penalty: 1988.661499
	Iteration 7F: 3 clusters Score -2009378 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2010012.500000 Penalty: 1988.661499
	Iteration 8Q: 3 clusters Score -2010012 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2010441.125000 Penalty: 1988.661499
	Iteration 9Q: 3 clusters Score -2010441 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2010741.250000 Penalty: 1988.661499
	Iteration 10Q: 3 clusters Score -2010741 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2011003.375000 Penalty: 1988.661499
	Iteration 11Q: 3 clusters Score -2011003 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2011222.375000 Penalty: 1988.661499
	Iteration 12Q: 3 clusters Score -2011222 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2011448.125000 Penalty: 1988.661499
	Iteration 13Q: 3 clusters Score -2011448 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2011681.500000 Penalty: 1988.661499
	Iteration 14Q: 3 clusters Score -2011682 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2011972.000000 Penalty: 1988.661499
	Iteration 15Q: 3 clusters Score -2011972 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2012272.500000 Penalty: 1988.661499
	Iteration 16Q: 3 clusters Score -2012272 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2012617.875000 Penalty: 1988.661499
	Iteration 17Q: 3 clusters Score -2012618 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2012973.875000 Penalty: 1988.661499
	Iteration 18Q: 3 clusters Score -2012974 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2013324.375000 Penalty: 1988.661499
	Iteration 19Q: 3 clusters Score -2013324 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2013601.500000 Penalty: 1988.661499
	Iteration 20F: 3 clusters Score -2013602 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2013815.750000 Penalty: 1988.661499
	Iteration 21Q: 3 clusters Score -2013816 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2013976.750000 Penalty: 1988.661499
	Iteration 22Q: 3 clusters Score -2013977 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2014090.125000 Penalty: 1988.661499
	Iteration 23Q: 3 clusters Score -2014090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2014189.875000 Penalty: 1988.661499
	Iteration 24Q: 3 clusters Score -2014190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2014268.250000 Penalty: 1988.661499
	Iteration 25Q: 3 clusters Score -2014268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2014330.375000 Penalty: 1988.661499
	Iteration 26Q: 3 clusters Score -2014330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2014370.875000 Penalty: 1988.661499
	Iteration 27Q: 3 clusters Score -2014371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2014391.250000 Penalty: 1988.661499
	Iteration 28Q: 3 clusters Score -2014391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2014408.375000 Penalty: 1988.661499
	Iteration 29Q: 3 clusters Score -2014408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2014423.000000 Penalty: 1988.661499
	Iteration 30Q: 3 clusters Score -2014423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2014435.375000 Penalty: 1988.661499
	Iteration 31Q: 3 clusters Score -2014435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2014440.125000 Penalty: 1988.661499
	Iteration 32Q: 3 clusters Score -2014440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2014446.125000 Penalty: 1988.661499
	Iteration 33Q: 3 clusters Score -2014446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2014450.750000 Penalty: 1988.661499
	Iteration 34Q: 3 clusters Score -2014451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2014457.000000 Penalty: 1988.661499
	Iteration 35Q: 3 clusters Score -2014457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2014460.000000 Penalty: 1988.661499
	Iteration 36Q: 3 clusters Score -2014460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2014460.750000 Penalty: 1988.661499
	Iteration 37Q: 3 clusters Score -2014461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2014463.625000 Penalty: 1988.661499
	Iteration 38Q: 3 clusters Score -2014464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2014463.500000 Penalty: 1988.661499
	Iteration 39Q: 3 clusters Score -2014464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2014463.500000 Penalty: 1988.661499
	Iteration 40F: 3 clusters Score -2014464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2014465.375000 Penalty: 1988.661499
	Iteration 41Q: 3 clusters Score -2014465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2014464.500000 Penalty: 1988.661499
	Iteration 42Q: 3 clusters Score -2014464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2014465.375000 Penalty: 1988.661499
	Iteration 43Q: 3 clusters Score -2014465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2014465.875000 Penalty: 1988.661499
	Iteration 44Q: 3 clusters Score -2014466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2014468.500000 Penalty: 1988.661499
	Iteration 45Q: 3 clusters Score -2014468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2014471.750000 Penalty: 1988.661499
	Iteration 46Q: 3 clusters Score -2014472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2014473.000000 Penalty: 1988.661499
	Iteration 47Q: 3 clusters Score -2014473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2014475.875000 Penalty: 1988.661499
	Iteration 48Q: 3 clusters Score -2014476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2014476.250000 Penalty: 1988.661499
	Iteration 49Q: 3 clusters Score -2014476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2014477.125000 Penalty: 1988.661499
	Iteration 50Q: 3 clusters Score -2014477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2014480.750000 Penalty: 1988.661499
	Iteration 51Q: 3 clusters Score -2014481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2014484.000000 Penalty: 1988.661499
	Iteration 52Q: 3 clusters Score -2014484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2014482.875000 Penalty: 1988.661499
	Iteration 53Q: 3 clusters Score -2014483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2014482.750000 Penalty: 1988.661499
	Iteration 54Q: 3 clusters Score -2014483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2014482.750000 Penalty: 1988.661499
	Iteration 55F: 3 clusters Score -2014483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -246798.796875 Penalty: 811.330688
	Iteration 0F: 2 clusters Score -246798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -243184.171875 Penalty: 1622.661377
	Iteration 0F: 3 clusters Score -243184.2 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -244557.515625 Penalty: 1622.661377
	Iteration 1F: 3 clusters Score -244557.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -244960.093750 Penalty: 1622.661377
	Iteration 2F: 3 clusters Score -244960.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -245336.796875 Penalty: 1622.661377
	Iteration 3F: 3 clusters Score -245336.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -245625.593750 Penalty: 1622.661377
	Iteration 4F: 3 clusters Score -245625.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -245822.734375 Penalty: 1622.661377
	Iteration 5F: 3 clusters Score -245822.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -245941.000000 Penalty: 1622.661377
	Iteration 6Q: 3 clusters Score -245941 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -246036.562500 Penalty: 1622.661377
	Iteration 7Q: 3 clusters Score -246036.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -246119.609375 Penalty: 1622.661377
	Iteration 8Q: 3 clusters Score -246119.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -246180.812500 Penalty: 1622.661377
	Iteration 9Q: 3 clusters Score -246180.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -246226.859375 Penalty: 1622.661377
	Iteration 10Q: 3 clusters Score -246226.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -246265.562500 Penalty: 1622.661377
	Iteration 11Q: 3 clusters Score -246265.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -246306.968750 Penalty: 1622.661377
	Iteration 12Q: 3 clusters Score -246307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -246346.109375 Penalty: 1622.661377
	Iteration 13Q: 3 clusters Score -246346.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -246375.187500 Penalty: 1622.661377
	Iteration 14Q: 3 clusters Score -246375.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -246391.906250 Penalty: 1622.661377
	Iteration 15Q: 3 clusters Score -246391.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -246408.968750 Penalty: 1622.661377
	Iteration 16Q: 3 clusters Score -246409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -246417.875000 Penalty: 1622.661377
	Iteration 17Q: 3 clusters Score -246417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -246421.156250 Penalty: 1622.661377
	Iteration 18Q: 3 clusters Score -246421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -246425.984375 Penalty: 1622.661377
	Iteration 19Q: 3 clusters Score -246426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -246428.078125 Penalty: 1622.661377
	Iteration 20F: 3 clusters Score -246428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -246429.968750 Penalty: 1622.661377
	Iteration 21Q: 3 clusters Score -246430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -246430.406250 Penalty: 1622.661377
	Iteration 22Q: 3 clusters Score -246430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -246430.406250 Penalty: 1622.661377
	Iteration 23F: 3 clusters Score -246430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -208408.625000 Penalty: 789.020935
	Iteration 0F: 2 clusters Score -208408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -205490.828125 Penalty: 1578.041870
	Iteration 0F: 3 clusters Score -205490.8 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -206358.453125 Penalty: 1578.041870
	Iteration 1F: 3 clusters Score -206358.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -206499.765625 Penalty: 1578.041870
	Iteration 2F: 3 clusters Score -206499.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -206627.281250 Penalty: 1578.041870
	Iteration 3F: 3 clusters Score -206627.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -206747.421875 Penalty: 1578.041870
	Iteration 4F: 3 clusters Score -206747.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -206880.546875 Penalty: 1578.041870
	Iteration 5F: 3 clusters Score -206880.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -207025.343750 Penalty: 1578.041870
	Iteration 6F: 3 clusters Score -207025.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -207147.281250 Penalty: 1578.041870
	Iteration 7Q: 3 clusters Score -207147.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -207255.703125 Penalty: 1578.041870
	Iteration 8Q: 3 clusters Score -207255.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -207367.484375 Penalty: 1578.041870
	Iteration 9Q: 3 clusters Score -207367.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -207493.234375 Penalty: 1578.041870
	Iteration 10Q: 3 clusters Score -207493.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -207629.296875 Penalty: 1578.041870
	Iteration 11Q: 3 clusters Score -207629.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -207775.031250 Penalty: 1578.041870
	Iteration 12Q: 3 clusters Score -207775 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -207922.000000 Penalty: 1578.041870
	Iteration 13Q: 3 clusters Score -207922 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -208059.125000 Penalty: 1578.041870
	Iteration 14Q: 3 clusters Score -208059.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -208154.906250 Penalty: 1578.041870
	Iteration 15Q: 3 clusters Score -208154.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -208199.640625 Penalty: 1578.041870
	Iteration 16Q: 3 clusters Score -208199.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -208230.250000 Penalty: 1578.041870
	Iteration 17Q: 3 clusters Score -208230.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -208250.390625 Penalty: 1578.041870
	Iteration 18Q: 3 clusters Score -208250.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -208264.640625 Penalty: 1578.041870
	Iteration 19Q: 3 clusters Score -208264.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -208274.406250 Penalty: 1578.041870
	Iteration 20F: 3 clusters Score -208274.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -208277.734375 Penalty: 1578.041870
	Iteration 21Q: 3 clusters Score -208277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -208280.328125 Penalty: 1578.041870
	Iteration 22Q: 3 clusters Score -208280.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -208281.593750 Penalty: 1578.041870
	Iteration 23Q: 3 clusters Score -208281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -208282.062500 Penalty: 1578.041870
	Iteration 24Q: 3 clusters Score -208282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -208282.062500 Penalty: 1578.041870
	Iteration 25F: 3 clusters Score -208282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (142353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142353 members 
Entering Unmasked Estep 
Score: -7724795.500000 Penalty: 1127.276123
	Iteration 0F: 2 clusters Score -7724796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -7628736.500000 Penalty: 2254.552246
	Iteration 0F: 3 clusters Score -7628736 nChanged 69042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -7671505.500000 Penalty: 2254.552246
	Iteration 1F: 3 clusters Score -7671506 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -7674736.500000 Penalty: 2254.552246
	Iteration 2F: 3 clusters Score -7674736 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 84137 members 
Entering Unmasked Estep 
Score: -7679396.500000 Penalty: 2254.552246
	Iteration 3F: 3 clusters Score -7679396 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -7684918.500000 Penalty: 2254.552246
	Iteration 4F: 3 clusters Score -7684918 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -7690276.000000 Penalty: 2254.552246
	Iteration 5F: 3 clusters Score -7690276 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -7694606.500000 Penalty: 2254.552246
	Iteration 6F: 3 clusters Score -7694606 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 106370 members 
Entering Unmasked Estep 
Score: -7698353.000000 Penalty: 2254.552246
	Iteration 7F: 3 clusters Score -7698353 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 112345 members 
Entering Unmasked Estep 
Score: -7701967.500000 Penalty: 2254.552246
	Iteration 8Q: 3 clusters Score -7701968 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 118700 members 
Entering Unmasked Estep 
Score: -7706153.500000 Penalty: 2254.552246
	Iteration 9Q: 3 clusters Score -7706154 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 125138 members 
Entering Unmasked Estep 
Score: -7710726.500000 Penalty: 2254.552246
	Iteration 10Q: 3 clusters Score -7710726 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 130975 members 
Entering Unmasked Estep 
Score: -7715244.500000 Penalty: 2254.552246
	Iteration 11Q: 3 clusters Score -7715244 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 135536 members 
Entering Unmasked Estep 
Score: -7718953.000000 Penalty: 2254.552246
	Iteration 12Q: 3 clusters Score -7718953 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -7721479.500000 Penalty: 2254.552246
	Iteration 13Q: 3 clusters Score -7721480 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -7722953.000000 Penalty: 2254.552246
	Iteration 14Q: 3 clusters Score -7722953 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 141027 members 
Entering Unmasked Estep 
Score: -7723597.500000 Penalty: 2254.552246
	Iteration 15Q: 3 clusters Score -7723598 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 141373 members 
Entering Unmasked Estep 
Score: -7723954.500000 Penalty: 2254.552246
	Iteration 16Q: 3 clusters Score -7723954 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 141451 members 
Entering Unmasked Estep 
Score: -7724135.500000 Penalty: 2254.552246
	Iteration 17Q: 3 clusters Score -7724136 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 141438 members 
Entering Unmasked Estep 
Score: -7724268.500000 Penalty: 2254.552246
	Iteration 18Q: 3 clusters Score -7724268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 141391 members 
Entering Unmasked Estep 
Score: -7724350.500000 Penalty: 2254.552246
	Iteration 19Q: 3 clusters Score -7724350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 141347 members 
Entering Unmasked Estep 
Score: -7724421.000000 Penalty: 2254.552246
	Iteration 20F: 3 clusters Score -7724421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 141314 members 
Entering Unmasked Estep 
Score: -7724517.000000 Penalty: 2254.552246
	Iteration 21Q: 3 clusters Score -7724517 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 141289 members 
Entering Unmasked Estep 
Score: -7724570.500000 Penalty: 2254.552246
	Iteration 22Q: 3 clusters Score -7724570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 141251 members 
Entering Unmasked Estep 
Score: -7724612.500000 Penalty: 2254.552246
	Iteration 23Q: 3 clusters Score -7724612 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -7724648.500000 Penalty: 2254.552246
	Iteration 24Q: 3 clusters Score -7724648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 141174 members 
Entering Unmasked Estep 
Score: -7724685.000000 Penalty: 2254.552246
	Iteration 25Q: 3 clusters Score -7724685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 141142 members 
Entering Unmasked Estep 
Score: -7724698.000000 Penalty: 2254.552246
	Iteration 26Q: 3 clusters Score -7724698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 141119 members 
Entering Unmasked Estep 
Score: -7724714.500000 Penalty: 2254.552246
	Iteration 27Q: 3 clusters Score -7724714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 141106 members 
Entering Unmasked Estep 
Score: -7724721.500000 Penalty: 2254.552246
	Iteration 28Q: 3 clusters Score -7724722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -7724727.500000 Penalty: 2254.552246
	Iteration 29Q: 3 clusters Score -7724728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -7724728.000000 Penalty: 2254.552246
	Iteration 30Q: 3 clusters Score -7724728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -7724731.000000 Penalty: 2254.552246
	Iteration 31Q: 3 clusters Score -7724731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 141057 members 
Entering Unmasked Estep 
Score: -7724728.500000 Penalty: 2254.552246
	Iteration 32Q: 3 clusters Score -7724728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 141042 members 
Entering Unmasked Estep 
Score: -7724731.000000 Penalty: 2254.552246
	Iteration 33Q: 3 clusters Score -7724731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -7724740.000000 Penalty: 2254.552246
	Iteration 34Q: 3 clusters Score -7724740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -7724741.500000 Penalty: 2254.552246
	Iteration 35Q: 3 clusters Score -7724742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -7724736.000000 Penalty: 2254.552246
	Iteration 36Q: 3 clusters Score -7724736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 141014 members 
Entering Unmasked Estep 
Score: -7724737.500000 Penalty: 2254.552246
	Iteration 37Q: 3 clusters Score -7724738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 141009 members 
Entering Unmasked Estep 
Score: -7724737.500000 Penalty: 2254.552246
	Iteration 38Q: 3 clusters Score -7724738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 141001 members 
Entering Unmasked Estep 
Score: -7724738.500000 Penalty: 2254.552246
	Iteration 39Q: 3 clusters Score -7724738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 140992 members 
Entering Unmasked Estep 
Score: -7724746.500000 Penalty: 2254.552246
	Iteration 40F: 3 clusters Score -7724746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 140985 members 
Entering Unmasked Estep 
Score: -7724742.500000 Penalty: 2254.552246
	Iteration 41Q: 3 clusters Score -7724742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 140980 members 
Entering Unmasked Estep 
Score: -7724749.500000 Penalty: 2254.552246
	Iteration 42Q: 3 clusters Score -7724750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -7724743.500000 Penalty: 2254.552246
	Iteration 43Q: 3 clusters Score -7724744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 140967 members 
Entering Unmasked Estep 
Score: -7724740.500000 Penalty: 2254.552246
	Iteration 44Q: 3 clusters Score -7724740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 140959 members 
Entering Unmasked Estep 
Score: -7724748.000000 Penalty: 2254.552246
	Iteration 45Q: 3 clusters Score -7724748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 140954 members 
Entering Unmasked Estep 
Score: -7724758.500000 Penalty: 2254.552246
	Iteration 46Q: 3 clusters Score -7724758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 140953 members 
Entering Unmasked Estep 
Score: -7724756.500000 Penalty: 2254.552246
	Iteration 47Q: 3 clusters Score -7724756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 140953 members 
Entering Unmasked Estep 
Score: -7724756.500000 Penalty: 2254.552246
	Iteration 48F: 3 clusters Score -7724756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -187694.671875 Penalty: 784.550171
	Iteration 0F: 2 clusters Score -187694.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -184857.000000 Penalty: 1569.100342
	Iteration 0F: 3 clusters Score -184857 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -185956.109375 Penalty: 1569.100342
	Iteration 1F: 3 clusters Score -185956.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -186217.953125 Penalty: 1569.100342
	Iteration 2F: 3 clusters Score -186218 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -186440.453125 Penalty: 1569.100342
	Iteration 3F: 3 clusters Score -186440.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -186649.937500 Penalty: 1569.100342
	Iteration 4F: 3 clusters Score -186649.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -186811.937500 Penalty: 1569.100342
	Iteration 5F: 3 clusters Score -186811.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -186916.703125 Penalty: 1569.100342
	Iteration 6F: 3 clusters Score -186916.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186980.640625 Penalty: 1569.100342
	Iteration 7Q: 3 clusters Score -186980.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -187024.375000 Penalty: 1569.100342
	Iteration 8Q: 3 clusters Score -187024.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -187051.546875 Penalty: 1569.100342
	Iteration 9Q: 3 clusters Score -187051.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -187080.078125 Penalty: 1569.100342
	Iteration 10Q: 3 clusters Score -187080.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -187103.015625 Penalty: 1569.100342
	Iteration 11Q: 3 clusters Score -187103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -187118.296875 Penalty: 1569.100342
	Iteration 12Q: 3 clusters Score -187118.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187133.031250 Penalty: 1569.100342
	Iteration 13Q: 3 clusters Score -187133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -187144.125000 Penalty: 1569.100342
	Iteration 14Q: 3 clusters Score -187144.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187154.187500 Penalty: 1569.100342
	Iteration 15Q: 3 clusters Score -187154.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -187164.531250 Penalty: 1569.100342
	Iteration 16Q: 3 clusters Score -187164.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -187173.125000 Penalty: 1569.100342
	Iteration 17Q: 3 clusters Score -187173.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -187183.093750 Penalty: 1569.100342
	Iteration 18Q: 3 clusters Score -187183.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -187189.250000 Penalty: 1569.100342
	Iteration 19Q: 3 clusters Score -187189.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -187194.359375 Penalty: 1569.100342
	Iteration 20F: 3 clusters Score -187194.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -187201.500000 Penalty: 1569.100342
	Iteration 21Q: 3 clusters Score -187201.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -187213.171875 Penalty: 1569.100342
	Iteration 22Q: 3 clusters Score -187213.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -187219.687500 Penalty: 1569.100342
	Iteration 23Q: 3 clusters Score -187219.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -187226.625000 Penalty: 1569.100342
	Iteration 24Q: 3 clusters Score -187226.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -187231.203125 Penalty: 1569.100342
	Iteration 25Q: 3 clusters Score -187231.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -187237.359375 Penalty: 1569.100342
	Iteration 26Q: 3 clusters Score -187237.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -187242.234375 Penalty: 1569.100342
	Iteration 27Q: 3 clusters Score -187242.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -187247.953125 Penalty: 1569.100342
	Iteration 28Q: 3 clusters Score -187248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -187256.890625 Penalty: 1569.100342
	Iteration 29Q: 3 clusters Score -187256.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -187265.484375 Penalty: 1569.100342
	Iteration 30Q: 3 clusters Score -187265.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -187276.484375 Penalty: 1569.100342
	Iteration 31Q: 3 clusters Score -187276.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -187284.328125 Penalty: 1569.100342
	Iteration 32Q: 3 clusters Score -187284.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -187292.875000 Penalty: 1569.100342
	Iteration 33Q: 3 clusters Score -187292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -187297.390625 Penalty: 1569.100342
	Iteration 34Q: 3 clusters Score -187297.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -187303.937500 Penalty: 1569.100342
	Iteration 35Q: 3 clusters Score -187303.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -187306.984375 Penalty: 1569.100342
	Iteration 36Q: 3 clusters Score -187307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -187310.796875 Penalty: 1569.100342
	Iteration 37Q: 3 clusters Score -187310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -187312.343750 Penalty: 1569.100342
	Iteration 38Q: 3 clusters Score -187312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -187313.906250 Penalty: 1569.100342
	Iteration 39Q: 3 clusters Score -187313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -187316.015625 Penalty: 1569.100342
	Iteration 40F: 3 clusters Score -187316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -187318.609375 Penalty: 1569.100342
	Iteration 41Q: 3 clusters Score -187318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -187319.390625 Penalty: 1569.100342
	Iteration 42Q: 3 clusters Score -187319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -187321.375000 Penalty: 1569.100342
	Iteration 43Q: 3 clusters Score -187321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -187322.578125 Penalty: 1569.100342
	Iteration 44Q: 3 clusters Score -187322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -187323.671875 Penalty: 1569.100342
	Iteration 45Q: 3 clusters Score -187323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -187324.875000 Penalty: 1569.100342
	Iteration 46Q: 3 clusters Score -187324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -187325.796875 Penalty: 1569.100342
	Iteration 47Q: 3 clusters Score -187325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -187325.968750 Penalty: 1569.100342
	Iteration 48Q: 3 clusters Score -187326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -187325.968750 Penalty: 1569.100342
	Iteration 49F: 3 clusters Score -187326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Entering Unmasked Estep 
Score: -710117.312500 Penalty: 901.191650
	Iteration 0F: 2 clusters Score -710117.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -701185.062500 Penalty: 1802.383301
	Iteration 0F: 3 clusters Score -701185.1 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -704481.375000 Penalty: 1802.383301
	Iteration 1F: 3 clusters Score -704481.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -704704.562500 Penalty: 1802.383301
	Iteration 2Q: 3 clusters Score -704704.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -704945.375000 Penalty: 1802.383301
	Iteration 3Q: 3 clusters Score -704945.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -705254.187500 Penalty: 1802.383301
	Iteration 4Q: 3 clusters Score -705254.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -705650.062500 Penalty: 1802.383301
	Iteration 5Q: 3 clusters Score -705650.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -706121.437500 Penalty: 1802.383301
	Iteration 6F: 3 clusters Score -706121.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -706626.125000 Penalty: 1802.383301
	Iteration 7F: 3 clusters Score -706626.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -707018.125000 Penalty: 1802.383301
	Iteration 8F: 3 clusters Score -707018.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -707277.437500 Penalty: 1802.383301
	Iteration 9Q: 3 clusters Score -707277.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -707436.750000 Penalty: 1802.383301
	Iteration 10Q: 3 clusters Score -707436.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -707509.750000 Penalty: 1802.383301
	Iteration 11Q: 3 clusters Score -707509.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -707547.437500 Penalty: 1802.383301
	Iteration 12Q: 3 clusters Score -707547.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -707574.312500 Penalty: 1802.383301
	Iteration 13Q: 3 clusters Score -707574.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -707594.312500 Penalty: 1802.383301
	Iteration 14Q: 3 clusters Score -707594.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -707610.937500 Penalty: 1802.383301
	Iteration 15Q: 3 clusters Score -707610.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -707630.375000 Penalty: 1802.383301
	Iteration 16Q: 3 clusters Score -707630.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -707651.062500 Penalty: 1802.383301
	Iteration 17Q: 3 clusters Score -707651.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -707673.875000 Penalty: 1802.383301
	Iteration 18Q: 3 clusters Score -707673.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -707688.437500 Penalty: 1802.383301
	Iteration 19Q: 3 clusters Score -707688.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -707705.062500 Penalty: 1802.383301
	Iteration 20F: 3 clusters Score -707705.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -707720.812500 Penalty: 1802.383301
	Iteration 21Q: 3 clusters Score -707720.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -707736.312500 Penalty: 1802.383301
	Iteration 22Q: 3 clusters Score -707736.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -707753.250000 Penalty: 1802.383301
	Iteration 23Q: 3 clusters Score -707753.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -707772.000000 Penalty: 1802.383301
	Iteration 24Q: 3 clusters Score -707772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -707791.062500 Penalty: 1802.383301
	Iteration 25Q: 3 clusters Score -707791.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -707809.875000 Penalty: 1802.383301
	Iteration 26Q: 3 clusters Score -707809.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -707827.625000 Penalty: 1802.383301
	Iteration 27Q: 3 clusters Score -707827.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -707850.750000 Penalty: 1802.383301
	Iteration 28Q: 3 clusters Score -707850.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -707873.437500 Penalty: 1802.383301
	Iteration 29Q: 3 clusters Score -707873.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -707891.187500 Penalty: 1802.383301
	Iteration 30Q: 3 clusters Score -707891.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -707912.375000 Penalty: 1802.383301
	Iteration 31Q: 3 clusters Score -707912.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -707931.437500 Penalty: 1802.383301
	Iteration 32Q: 3 clusters Score -707931.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -707952.875000 Penalty: 1802.383301
	Iteration 33Q: 3 clusters Score -707952.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -707973.500000 Penalty: 1802.383301
	Iteration 34Q: 3 clusters Score -707973.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -707994.375000 Penalty: 1802.383301
	Iteration 35Q: 3 clusters Score -707994.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -708016.187500 Penalty: 1802.383301
	Iteration 36Q: 3 clusters Score -708016.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -708046.062500 Penalty: 1802.383301
	Iteration 37Q: 3 clusters Score -708046.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -708072.000000 Penalty: 1802.383301
	Iteration 38Q: 3 clusters Score -708072 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -708096.812500 Penalty: 1802.383301
	Iteration 39Q: 3 clusters Score -708096.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -708116.125000 Penalty: 1802.383301
	Iteration 40F: 3 clusters Score -708116.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -708135.375000 Penalty: 1802.383301
	Iteration 41Q: 3 clusters Score -708135.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -708157.062500 Penalty: 1802.383301
	Iteration 42Q: 3 clusters Score -708157.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -708183.000000 Penalty: 1802.383301
	Iteration 43Q: 3 clusters Score -708183 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -708221.000000 Penalty: 1802.383301
	Iteration 44Q: 3 clusters Score -708221 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -708249.000000 Penalty: 1802.383301
	Iteration 45Q: 3 clusters Score -708249 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -708287.625000 Penalty: 1802.383301
	Iteration 46Q: 3 clusters Score -708287.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -708322.187500 Penalty: 1802.383301
	Iteration 47Q: 3 clusters Score -708322.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -708355.750000 Penalty: 1802.383301
	Iteration 48Q: 3 clusters Score -708355.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -708392.687500 Penalty: 1802.383301
	Iteration 49Q: 3 clusters Score -708392.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -708436.812500 Penalty: 1802.383301
	Iteration 50Q: 3 clusters Score -708436.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -708487.750000 Penalty: 1802.383301
	Iteration 51Q: 3 clusters Score -708487.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -708536.875000 Penalty: 1802.383301
	Iteration 52Q: 3 clusters Score -708536.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -708586.312500 Penalty: 1802.383301
	Iteration 53Q: 3 clusters Score -708586.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -708639.312500 Penalty: 1802.383301
	Iteration 54Q: 3 clusters Score -708639.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -708685.625000 Penalty: 1802.383301
	Iteration 55Q: 3 clusters Score -708685.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -708742.437500 Penalty: 1802.383301
	Iteration 56Q: 3 clusters Score -708742.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -708801.937500 Penalty: 1802.383301
	Iteration 57Q: 3 clusters Score -708801.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -708853.687500 Penalty: 1802.383301
	Iteration 58Q: 3 clusters Score -708853.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -708896.687500 Penalty: 1802.383301
	Iteration 59Q: 3 clusters Score -708896.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -708935.187500 Penalty: 1802.383301
	Iteration 60F: 3 clusters Score -708935.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -708967.937500 Penalty: 1802.383301
	Iteration 61Q: 3 clusters Score -708967.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -708998.562500 Penalty: 1802.383301
	Iteration 62Q: 3 clusters Score -708998.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -709028.625000 Penalty: 1802.383301
	Iteration 63Q: 3 clusters Score -709028.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -709053.750000 Penalty: 1802.383301
	Iteration 64Q: 3 clusters Score -709053.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -709075.687500 Penalty: 1802.383301
	Iteration 65Q: 3 clusters Score -709075.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -709092.562500 Penalty: 1802.383301
	Iteration 66Q: 3 clusters Score -709092.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -709106.000000 Penalty: 1802.383301
	Iteration 67Q: 3 clusters Score -709106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -709114.062500 Penalty: 1802.383301
	Iteration 68Q: 3 clusters Score -709114.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -709126.875000 Penalty: 1802.383301
	Iteration 69Q: 3 clusters Score -709126.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -709138.562500 Penalty: 1802.383301
	Iteration 70Q: 3 clusters Score -709138.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -709151.687500 Penalty: 1802.383301
	Iteration 71Q: 3 clusters Score -709151.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -709161.500000 Penalty: 1802.383301
	Iteration 72Q: 3 clusters Score -709161.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -709174.312500 Penalty: 1802.383301
	Iteration 73Q: 3 clusters Score -709174.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -709182.937500 Penalty: 1802.383301
	Iteration 74Q: 3 clusters Score -709182.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -709192.125000 Penalty: 1802.383301
	Iteration 75Q: 3 clusters Score -709192.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -709198.375000 Penalty: 1802.383301
	Iteration 76Q: 3 clusters Score -709198.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -709208.125000 Penalty: 1802.383301
	Iteration 77Q: 3 clusters Score -709208.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -709222.687500 Penalty: 1802.383301
	Iteration 78Q: 3 clusters Score -709222.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -709242.500000 Penalty: 1802.383301
	Iteration 79Q: 3 clusters Score -709242.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -709255.062500 Penalty: 1802.383301
	Iteration 80F: 3 clusters Score -709255.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -709275.500000 Penalty: 1802.383301
	Iteration 81Q: 3 clusters Score -709275.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -709291.250000 Penalty: 1802.383301
	Iteration 82Q: 3 clusters Score -709291.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -709309.125000 Penalty: 1802.383301
	Iteration 83Q: 3 clusters Score -709309.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -709324.250000 Penalty: 1802.383301
	Iteration 84Q: 3 clusters Score -709324.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -709333.812500 Penalty: 1802.383301
	Iteration 85Q: 3 clusters Score -709333.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -709339.687500 Penalty: 1802.383301
	Iteration 86Q: 3 clusters Score -709339.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -709344.187500 Penalty: 1802.383301
	Iteration 87Q: 3 clusters Score -709344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -709351.750000 Penalty: 1802.383301
	Iteration 88Q: 3 clusters Score -709351.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -709357.062500 Penalty: 1802.383301
	Iteration 89Q: 3 clusters Score -709357.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -709362.375000 Penalty: 1802.383301
	Iteration 90Q: 3 clusters Score -709362.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -709365.500000 Penalty: 1802.383301
	Iteration 91Q: 3 clusters Score -709365.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -709368.375000 Penalty: 1802.383301
	Iteration 92Q: 3 clusters Score -709368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -709370.312500 Penalty: 1802.383301
	Iteration 93Q: 3 clusters Score -709370.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -709372.312500 Penalty: 1802.383301
	Iteration 94Q: 3 clusters Score -709372.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -709374.750000 Penalty: 1802.383301
	Iteration 95Q: 3 clusters Score -709374.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -709376.250000 Penalty: 1802.383301
	Iteration 96Q: 3 clusters Score -709376.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -709379.125000 Penalty: 1802.383301
	Iteration 97Q: 3 clusters Score -709379.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -709382.875000 Penalty: 1802.383301
	Iteration 98Q: 3 clusters Score -709382.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -709384.437500 Penalty: 1802.383301
	Iteration 99Q: 3 clusters Score -709384.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -709385.312500 Penalty: 1802.383301
	Iteration 100F: 3 clusters Score -709385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -709387.625000 Penalty: 1802.383301
	Iteration 101Q: 3 clusters Score -709387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -709388.312500 Penalty: 1802.383301
	Iteration 102Q: 3 clusters Score -709388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -709391.062500 Penalty: 1802.383301
	Iteration 103Q: 3 clusters Score -709391.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -709392.312500 Penalty: 1802.383301
	Iteration 104Q: 3 clusters Score -709392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -709393.437500 Penalty: 1802.383301
	Iteration 105Q: 3 clusters Score -709393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -709394.500000 Penalty: 1802.383301
	Iteration 106Q: 3 clusters Score -709394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -709394.812500 Penalty: 1802.383301
	Iteration 107Q: 3 clusters Score -709394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -709396.437500 Penalty: 1802.383301
	Iteration 108Q: 3 clusters Score -709396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -709395.687500 Penalty: 1802.383301
	Iteration 109Q: 3 clusters Score -709395.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -709396.000000 Penalty: 1802.383301
	Iteration 110Q: 3 clusters Score -709396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -709396.625000 Penalty: 1802.383301
	Iteration 111Q: 3 clusters Score -709396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -709397.812500 Penalty: 1802.383301
	Iteration 112Q: 3 clusters Score -709397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -709396.687500 Penalty: 1802.383301
	Iteration 113Q: 3 clusters Score -709396.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -709396.500000 Penalty: 1802.383301
	Iteration 114Q: 3 clusters Score -709396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -709396.312500 Penalty: 1802.383301
	Iteration 115Q: 3 clusters Score -709396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -709396.312500 Penalty: 1802.383301
	Iteration 116F: 3 clusters Score -709396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -349079.062500 Penalty: 834.131042
	Iteration 0F: 2 clusters Score -349079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -344528.000000 Penalty: 1668.262085
	Iteration 0F: 3 clusters Score -344528 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -346226.218750 Penalty: 1668.262085
	Iteration 1F: 3 clusters Score -346226.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -346523.812500 Penalty: 1668.262085
	Iteration 2F: 3 clusters Score -346523.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -346799.687500 Penalty: 1668.262085
	Iteration 3F: 3 clusters Score -346799.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -347072.562500 Penalty: 1668.262085
	Iteration 4F: 3 clusters Score -347072.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -347334.812500 Penalty: 1668.262085
	Iteration 5F: 3 clusters Score -347334.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -347552.343750 Penalty: 1668.262085
	Iteration 6F: 3 clusters Score -347552.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -347724.312500 Penalty: 1668.262085
	Iteration 7Q: 3 clusters Score -347724.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -347869.843750 Penalty: 1668.262085
	Iteration 8Q: 3 clusters Score -347869.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -348033.781250 Penalty: 1668.262085
	Iteration 9Q: 3 clusters Score -348033.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -348173.218750 Penalty: 1668.262085
	Iteration 10Q: 3 clusters Score -348173.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -348287.343750 Penalty: 1668.262085
	Iteration 11Q: 3 clusters Score -348287.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -348368.843750 Penalty: 1668.262085
	Iteration 12Q: 3 clusters Score -348368.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -348419.781250 Penalty: 1668.262085
	Iteration 13Q: 3 clusters Score -348419.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -348455.218750 Penalty: 1668.262085
	Iteration 14Q: 3 clusters Score -348455.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -348485.062500 Penalty: 1668.262085
	Iteration 15Q: 3 clusters Score -348485.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -348497.218750 Penalty: 1668.262085
	Iteration 16Q: 3 clusters Score -348497.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -348504.156250 Penalty: 1668.262085
	Iteration 17Q: 3 clusters Score -348504.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -348511.875000 Penalty: 1668.262085
	Iteration 18Q: 3 clusters Score -348511.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -348517.937500 Penalty: 1668.262085
	Iteration 19Q: 3 clusters Score -348517.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -348526.406250 Penalty: 1668.262085
	Iteration 20F: 3 clusters Score -348526.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -348531.125000 Penalty: 1668.262085
	Iteration 21Q: 3 clusters Score -348531.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -348538.406250 Penalty: 1668.262085
	Iteration 22Q: 3 clusters Score -348538.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -348542.750000 Penalty: 1668.262085
	Iteration 23Q: 3 clusters Score -348542.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -348548.250000 Penalty: 1668.262085
	Iteration 24Q: 3 clusters Score -348548.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -348551.000000 Penalty: 1668.262085
	Iteration 25Q: 3 clusters Score -348551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -348555.187500 Penalty: 1668.262085
	Iteration 26Q: 3 clusters Score -348555.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -348558.968750 Penalty: 1668.262085
	Iteration 27Q: 3 clusters Score -348559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -348560.875000 Penalty: 1668.262085
	Iteration 28Q: 3 clusters Score -348560.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -348562.343750 Penalty: 1668.262085
	Iteration 29Q: 3 clusters Score -348562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -348564.468750 Penalty: 1668.262085
	Iteration 30Q: 3 clusters Score -348564.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -348564.875000 Penalty: 1668.262085
	Iteration 31Q: 3 clusters Score -348564.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -348566.500000 Penalty: 1668.262085
	Iteration 32Q: 3 clusters Score -348566.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -348568.343750 Penalty: 1668.262085
	Iteration 33Q: 3 clusters Score -348568.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -348572.281250 Penalty: 1668.262085
	Iteration 34Q: 3 clusters Score -348572.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -348574.187500 Penalty: 1668.262085
	Iteration 35Q: 3 clusters Score -348574.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -348579.437500 Penalty: 1668.262085
	Iteration 36Q: 3 clusters Score -348579.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -348584.281250 Penalty: 1668.262085
	Iteration 37Q: 3 clusters Score -348584.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -348590.281250 Penalty: 1668.262085
	Iteration 38Q: 3 clusters Score -348590.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -348597.343750 Penalty: 1668.262085
	Iteration 39Q: 3 clusters Score -348597.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -348605.937500 Penalty: 1668.262085
	Iteration 40F: 3 clusters Score -348605.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -348611.500000 Penalty: 1668.262085
	Iteration 41Q: 3 clusters Score -348611.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -348619.500000 Penalty: 1668.262085
	Iteration 42Q: 3 clusters Score -348619.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -348631.781250 Penalty: 1668.262085
	Iteration 43Q: 3 clusters Score -348631.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -348648.656250 Penalty: 1668.262085
	Iteration 44Q: 3 clusters Score -348648.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -348677.468750 Penalty: 1668.262085
	Iteration 45Q: 3 clusters Score -348677.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -348717.281250 Penalty: 1668.262085
	Iteration 46Q: 3 clusters Score -348717.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -348753.281250 Penalty: 1668.262085
	Iteration 47Q: 3 clusters Score -348753.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -348781.781250 Penalty: 1668.262085
	Iteration 48Q: 3 clusters Score -348781.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -348804.218750 Penalty: 1668.262085
	Iteration 49Q: 3 clusters Score -348804.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -348823.125000 Penalty: 1668.262085
	Iteration 50Q: 3 clusters Score -348823.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -348840.250000 Penalty: 1668.262085
	Iteration 51Q: 3 clusters Score -348840.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -348853.687500 Penalty: 1668.262085
	Iteration 52Q: 3 clusters Score -348853.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -348865.218750 Penalty: 1668.262085
	Iteration 53Q: 3 clusters Score -348865.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -348877.125000 Penalty: 1668.262085
	Iteration 54Q: 3 clusters Score -348877.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -348886.812500 Penalty: 1668.262085
	Iteration 55Q: 3 clusters Score -348886.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -348893.187500 Penalty: 1668.262085
	Iteration 56Q: 3 clusters Score -348893.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -348897.750000 Penalty: 1668.262085
	Iteration 57Q: 3 clusters Score -348897.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -348905.375000 Penalty: 1668.262085
	Iteration 58Q: 3 clusters Score -348905.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -348911.625000 Penalty: 1668.262085
	Iteration 59Q: 3 clusters Score -348911.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -348920.218750 Penalty: 1668.262085
	Iteration 60F: 3 clusters Score -348920.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -348927.531250 Penalty: 1668.262085
	Iteration 61Q: 3 clusters Score -348927.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -348935.843750 Penalty: 1668.262085
	Iteration 62Q: 3 clusters Score -348935.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -348942.093750 Penalty: 1668.262085
	Iteration 63Q: 3 clusters Score -348942.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -348949.468750 Penalty: 1668.262085
	Iteration 64Q: 3 clusters Score -348949.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -348954.375000 Penalty: 1668.262085
	Iteration 65Q: 3 clusters Score -348954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -348957.812500 Penalty: 1668.262085
	Iteration 66Q: 3 clusters Score -348957.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -348962.625000 Penalty: 1668.262085
	Iteration 67Q: 3 clusters Score -348962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -348964.781250 Penalty: 1668.262085
	Iteration 68Q: 3 clusters Score -348964.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -348965.750000 Penalty: 1668.262085
	Iteration 69Q: 3 clusters Score -348965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -348967.718750 Penalty: 1668.262085
	Iteration 70Q: 3 clusters Score -348967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -348968.406250 Penalty: 1668.262085
	Iteration 71Q: 3 clusters Score -348968.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -348968.906250 Penalty: 1668.262085
	Iteration 72Q: 3 clusters Score -348968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -348968.875000 Penalty: 1668.262085
	Iteration 73Q: 3 clusters Score -348968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -348968.968750 Penalty: 1668.262085
	Iteration 74Q: 3 clusters Score -348969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -348969.625000 Penalty: 1668.262085
	Iteration 75Q: 3 clusters Score -348969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -348970.562500 Penalty: 1668.262085
	Iteration 76Q: 3 clusters Score -348970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -348971.343750 Penalty: 1668.262085
	Iteration 77Q: 3 clusters Score -348971.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -348970.750000 Penalty: 1668.262085
	Iteration 78Q: 3 clusters Score -348970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -348971.187500 Penalty: 1668.262085
	Iteration 79Q: 3 clusters Score -348971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -348971.562500 Penalty: 1668.262085
	Iteration 80F: 3 clusters Score -348971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -348972.406250 Penalty: 1668.262085
	Iteration 81Q: 3 clusters Score -348972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -348972.531250 Penalty: 1668.262085
	Iteration 82Q: 3 clusters Score -348972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -348973.312500 Penalty: 1668.262085
	Iteration 83Q: 3 clusters Score -348973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -348973.218750 Penalty: 1668.262085
	Iteration 84Q: 3 clusters Score -348973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -348974.156250 Penalty: 1668.262085
	Iteration 85Q: 3 clusters Score -348974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -348974.062500 Penalty: 1668.262085
	Iteration 86Q: 3 clusters Score -348974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -348975.468750 Penalty: 1668.262085
	Iteration 87Q: 3 clusters Score -348975.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -348975.625000 Penalty: 1668.262085
	Iteration 88Q: 3 clusters Score -348975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -348975.625000 Penalty: 1668.262085
	Iteration 89Q: 3 clusters Score -348975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -348975.375000 Penalty: 1668.262085
	Iteration 90Q: 3 clusters Score -348975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -348975.375000 Penalty: 1668.262085
	Iteration 91F: 3 clusters Score -348975.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Entering Unmasked Estep 
Score: -552530.500000 Penalty: 871.232788
	Iteration 0F: 2 clusters Score -552530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -545991.312500 Penalty: 1742.465576
	Iteration 0F: 3 clusters Score -545991.3 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -548270.125000 Penalty: 1742.465576
	Iteration 1F: 3 clusters Score -548270.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -548446.500000 Penalty: 1742.465576
	Iteration 2Q: 3 clusters Score -548446.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -548602.562500 Penalty: 1742.465576
	Iteration 3Q: 3 clusters Score -548602.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -548763.187500 Penalty: 1742.465576
	Iteration 4Q: 3 clusters Score -548763.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -548973.937500 Penalty: 1742.465576
	Iteration 5Q: 3 clusters Score -548973.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -549257.000000 Penalty: 1742.465576
	Iteration 6F: 3 clusters Score -549257 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -549651.687500 Penalty: 1742.465576
	Iteration 7F: 3 clusters Score -549651.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -550144.562500 Penalty: 1742.465576
	Iteration 8F: 3 clusters Score -550144.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -550621.625000 Penalty: 1742.465576
	Iteration 9F: 3 clusters Score -550621.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -551051.625000 Penalty: 1742.465576
	Iteration 10Q: 3 clusters Score -551051.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -551363.750000 Penalty: 1742.465576
	Iteration 11Q: 3 clusters Score -551363.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -551531.500000 Penalty: 1742.465576
	Iteration 12Q: 3 clusters Score -551531.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -551639.562500 Penalty: 1742.465576
	Iteration 13Q: 3 clusters Score -551639.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -551708.687500 Penalty: 1742.465576
	Iteration 14Q: 3 clusters Score -551708.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -551738.625000 Penalty: 1742.465576
	Iteration 15Q: 3 clusters Score -551738.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -551756.375000 Penalty: 1742.465576
	Iteration 16Q: 3 clusters Score -551756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -551769.250000 Penalty: 1742.465576
	Iteration 17Q: 3 clusters Score -551769.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -551783.000000 Penalty: 1742.465576
	Iteration 18Q: 3 clusters Score -551783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -551788.625000 Penalty: 1742.465576
	Iteration 19Q: 3 clusters Score -551788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -551795.625000 Penalty: 1742.465576
	Iteration 20F: 3 clusters Score -551795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -551799.562500 Penalty: 1742.465576
	Iteration 21Q: 3 clusters Score -551799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -551804.312500 Penalty: 1742.465576
	Iteration 22Q: 3 clusters Score -551804.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -551812.812500 Penalty: 1742.465576
	Iteration 23Q: 3 clusters Score -551812.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -551814.687500 Penalty: 1742.465576
	Iteration 24Q: 3 clusters Score -551814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -551816.125000 Penalty: 1742.465576
	Iteration 25Q: 3 clusters Score -551816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -551818.562500 Penalty: 1742.465576
	Iteration 26Q: 3 clusters Score -551818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -551821.375000 Penalty: 1742.465576
	Iteration 27Q: 3 clusters Score -551821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -551824.937500 Penalty: 1742.465576
	Iteration 28Q: 3 clusters Score -551824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -551825.375000 Penalty: 1742.465576
	Iteration 29Q: 3 clusters Score -551825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -551827.500000 Penalty: 1742.465576
	Iteration 30Q: 3 clusters Score -551827.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -551828.875000 Penalty: 1742.465576
	Iteration 31Q: 3 clusters Score -551828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -551832.625000 Penalty: 1742.465576
	Iteration 32Q: 3 clusters Score -551832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -551832.687500 Penalty: 1742.465576
	Iteration 33Q: 3 clusters Score -551832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -551832.062500 Penalty: 1742.465576
	Iteration 34Q: 3 clusters Score -551832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -551833.750000 Penalty: 1742.465576
	Iteration 35Q: 3 clusters Score -551833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -551835.437500 Penalty: 1742.465576
	Iteration 36Q: 3 clusters Score -551835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -551838.000000 Penalty: 1742.465576
	Iteration 37Q: 3 clusters Score -551838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -551840.437500 Penalty: 1742.465576
	Iteration 38Q: 3 clusters Score -551840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -551842.187500 Penalty: 1742.465576
	Iteration 39Q: 3 clusters Score -551842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -551845.437500 Penalty: 1742.465576
	Iteration 40F: 3 clusters Score -551845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -551847.437500 Penalty: 1742.465576
	Iteration 41Q: 3 clusters Score -551847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -551849.812500 Penalty: 1742.465576
	Iteration 42Q: 3 clusters Score -551849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -551849.812500 Penalty: 1742.465576
	Iteration 43F: 3 clusters Score -551849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Entering Unmasked Estep 
Score: -2022814.000000 Penalty: 1007.768921
	Iteration 0F: 2 clusters Score -2022814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1995787.875000 Penalty: 2015.537842
	Iteration 0F: 3 clusters Score -1995788 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2007138.625000 Penalty: 2015.537842
	Iteration 1F: 3 clusters Score -2007139 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2007824.125000 Penalty: 2015.537842
	Iteration 2Q: 3 clusters Score -2007824 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2008801.750000 Penalty: 2015.537842
	Iteration 3Q: 3 clusters Score -2008802 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2010147.750000 Penalty: 2015.537842
	Iteration 4F: 3 clusters Score -2010148 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2011887.500000 Penalty: 2015.537842
	Iteration 5F: 3 clusters Score -2011888 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -2013762.750000 Penalty: 2015.537842
	Iteration 6F: 3 clusters Score -2013763 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -2015399.125000 Penalty: 2015.537842
	Iteration 7F: 3 clusters Score -2015399 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -2016498.250000 Penalty: 2015.537842
	Iteration 8Q: 3 clusters Score -2016498 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -2017135.000000 Penalty: 2015.537842
	Iteration 9Q: 3 clusters Score -2017135 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -2017543.750000 Penalty: 2015.537842
	Iteration 10Q: 3 clusters Score -2017544 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -2017845.750000 Penalty: 2015.537842
	Iteration 11Q: 3 clusters Score -2017846 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -2018088.875000 Penalty: 2015.537842
	Iteration 12Q: 3 clusters Score -2018089 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -2018269.250000 Penalty: 2015.537842
	Iteration 13Q: 3 clusters Score -2018269 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -2018398.750000 Penalty: 2015.537842
	Iteration 14Q: 3 clusters Score -2018399 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -2018512.250000 Penalty: 2015.537842
	Iteration 15Q: 3 clusters Score -2018512 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -2018634.250000 Penalty: 2015.537842
	Iteration 16Q: 3 clusters Score -2018634 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -2018764.625000 Penalty: 2015.537842
	Iteration 17Q: 3 clusters Score -2018765 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -2018892.750000 Penalty: 2015.537842
	Iteration 18Q: 3 clusters Score -2018893 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -2019015.625000 Penalty: 2015.537842
	Iteration 19Q: 3 clusters Score -2019016 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -2019132.250000 Penalty: 2015.537842
	Iteration 20F: 3 clusters Score -2019132 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -2019237.125000 Penalty: 2015.537842
	Iteration 21Q: 3 clusters Score -2019237 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -2019346.000000 Penalty: 2015.537842
	Iteration 22Q: 3 clusters Score -2019346 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -2019460.250000 Penalty: 2015.537842
	Iteration 23Q: 3 clusters Score -2019460 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -2019560.125000 Penalty: 2015.537842
	Iteration 24Q: 3 clusters Score -2019560 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -2019662.875000 Penalty: 2015.537842
	Iteration 25Q: 3 clusters Score -2019663 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -2019806.875000 Penalty: 2015.537842
	Iteration 26Q: 3 clusters Score -2019807 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -2019968.500000 Penalty: 2015.537842
	Iteration 27Q: 3 clusters Score -2019968 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -2020139.250000 Penalty: 2015.537842
	Iteration 28Q: 3 clusters Score -2020139 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -2020327.000000 Penalty: 2015.537842
	Iteration 29Q: 3 clusters Score -2020327 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -2020525.375000 Penalty: 2015.537842
	Iteration 30Q: 3 clusters Score -2020525 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -2020749.625000 Penalty: 2015.537842
	Iteration 31Q: 3 clusters Score -2020750 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -2020965.250000 Penalty: 2015.537842
	Iteration 32Q: 3 clusters Score -2020965 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -2021154.750000 Penalty: 2015.537842
	Iteration 33Q: 3 clusters Score -2021155 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -2021323.875000 Penalty: 2015.537842
	Iteration 34Q: 3 clusters Score -2021324 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -2021480.000000 Penalty: 2015.537842
	Iteration 35Q: 3 clusters Score -2021480 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -2021582.750000 Penalty: 2015.537842
	Iteration 36Q: 3 clusters Score -2021583 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -2021661.875000 Penalty: 2015.537842
	Iteration 37Q: 3 clusters Score -2021662 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -2021728.125000 Penalty: 2015.537842
	Iteration 38Q: 3 clusters Score -2021728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -2021781.500000 Penalty: 2015.537842
	Iteration 39Q: 3 clusters Score -2021782 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -2021822.875000 Penalty: 2015.537842
	Iteration 40F: 3 clusters Score -2021823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -2021856.875000 Penalty: 2015.537842
	Iteration 41Q: 3 clusters Score -2021857 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -2021876.750000 Penalty: 2015.537842
	Iteration 42Q: 3 clusters Score -2021877 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -2021900.125000 Penalty: 2015.537842
	Iteration 43Q: 3 clusters Score -2021900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -2021910.250000 Penalty: 2015.537842
	Iteration 44Q: 3 clusters Score -2021910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -2021922.500000 Penalty: 2015.537842
	Iteration 45Q: 3 clusters Score -2021922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -2021941.125000 Penalty: 2015.537842
	Iteration 46Q: 3 clusters Score -2021941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -2021952.625000 Penalty: 2015.537842
	Iteration 47Q: 3 clusters Score -2021953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -2021968.625000 Penalty: 2015.537842
	Iteration 48Q: 3 clusters Score -2021969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -2021975.125000 Penalty: 2015.537842
	Iteration 49Q: 3 clusters Score -2021975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -2021979.625000 Penalty: 2015.537842
	Iteration 50Q: 3 clusters Score -2021980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -2021991.375000 Penalty: 2015.537842
	Iteration 51Q: 3 clusters Score -2021991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -2022002.250000 Penalty: 2015.537842
	Iteration 52Q: 3 clusters Score -2022002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -2022011.375000 Penalty: 2015.537842
	Iteration 53Q: 3 clusters Score -2022011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -2022018.750000 Penalty: 2015.537842
	Iteration 54Q: 3 clusters Score -2022019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -2022025.125000 Penalty: 2015.537842
	Iteration 55Q: 3 clusters Score -2022025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -2022028.875000 Penalty: 2015.537842
	Iteration 56Q: 3 clusters Score -2022029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -2022036.500000 Penalty: 2015.537842
	Iteration 57Q: 3 clusters Score -2022036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -2022041.875000 Penalty: 2015.537842
	Iteration 58Q: 3 clusters Score -2022042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -2022044.625000 Penalty: 2015.537842
	Iteration 59Q: 3 clusters Score -2022045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -2022050.500000 Penalty: 2015.537842
	Iteration 60F: 3 clusters Score -2022050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -2022049.875000 Penalty: 2015.537842
	Iteration 61Q: 3 clusters Score -2022050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -2022051.125000 Penalty: 2015.537842
	Iteration 62Q: 3 clusters Score -2022051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -2022055.750000 Penalty: 2015.537842
	Iteration 63Q: 3 clusters Score -2022056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -2022063.500000 Penalty: 2015.537842
	Iteration 64Q: 3 clusters Score -2022064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -2022065.625000 Penalty: 2015.537842
	Iteration 65Q: 3 clusters Score -2022066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -2022067.125000 Penalty: 2015.537842
	Iteration 66Q: 3 clusters Score -2022067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -2022067.250000 Penalty: 2015.537842
	Iteration 67Q: 3 clusters Score -2022067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -2022066.375000 Penalty: 2015.537842
	Iteration 68Q: 3 clusters Score -2022066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -2022068.625000 Penalty: 2015.537842
	Iteration 69Q: 3 clusters Score -2022069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -2022069.000000 Penalty: 2015.537842
	Iteration 70Q: 3 clusters Score -2022069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -2022068.750000 Penalty: 2015.537842
	Iteration 71Q: 3 clusters Score -2022069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -2022068.750000 Penalty: 2015.537842
	Iteration 72Q: 3 clusters Score -2022069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -2022067.125000 Penalty: 2015.537842
	Iteration 73Q: 3 clusters Score -2022067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -2022068.625000 Penalty: 2015.537842
	Iteration 74Q: 3 clusters Score -2022069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -2022067.250000 Penalty: 2015.537842
	Iteration 75Q: 3 clusters Score -2022067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -2022068.375000 Penalty: 2015.537842
	Iteration 76Q: 3 clusters Score -2022068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -2022070.000000 Penalty: 2015.537842
	Iteration 77Q: 3 clusters Score -2022070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -2022073.125000 Penalty: 2015.537842
	Iteration 78Q: 3 clusters Score -2022073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -2022071.875000 Penalty: 2015.537842
	Iteration 79Q: 3 clusters Score -2022072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -2022069.500000 Penalty: 2015.537842
	Iteration 80F: 3 clusters Score -2022070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -2022069.125000 Penalty: 2015.537842
	Iteration 81Q: 3 clusters Score -2022069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -2022070.375000 Penalty: 2015.537842
	Iteration 82Q: 3 clusters Score -2022070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -2022072.500000 Penalty: 2015.537842
	Iteration 83Q: 3 clusters Score -2022072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -2022071.125000 Penalty: 2015.537842
	Iteration 84Q: 3 clusters Score -2022071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -2022071.125000 Penalty: 2015.537842
	Iteration 85F: 3 clusters Score -2022071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -137767.781250 Penalty: 752.373352
	Iteration 0F: 2 clusters Score -137767.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -135596.046875 Penalty: 1504.746704
	Iteration 0F: 3 clusters Score -135596 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -136166.171875 Penalty: 1504.746704
	Iteration 1F: 3 clusters Score -136166.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -136262.828125 Penalty: 1504.746704
	Iteration 2F: 3 clusters Score -136262.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -136361.296875 Penalty: 1504.746704
	Iteration 3F: 3 clusters Score -136361.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -136430.562500 Penalty: 1504.746704
	Iteration 4F: 3 clusters Score -136430.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -136489.937500 Penalty: 1504.746704
	Iteration 5Q: 3 clusters Score -136489.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -136538.140625 Penalty: 1504.746704
	Iteration 6Q: 3 clusters Score -136538.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -136580.593750 Penalty: 1504.746704
	Iteration 7Q: 3 clusters Score -136580.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -136614.015625 Penalty: 1504.746704
	Iteration 8Q: 3 clusters Score -136614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -136648.062500 Penalty: 1504.746704
	Iteration 9Q: 3 clusters Score -136648.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136679.015625 Penalty: 1504.746704
	Iteration 10Q: 3 clusters Score -136679 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -136712.000000 Penalty: 1504.746704
	Iteration 11Q: 3 clusters Score -136712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -136757.671875 Penalty: 1504.746704
	Iteration 12Q: 3 clusters Score -136757.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -136800.515625 Penalty: 1504.746704
	Iteration 13Q: 3 clusters Score -136800.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -136843.484375 Penalty: 1504.746704
	Iteration 14Q: 3 clusters Score -136843.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -136879.250000 Penalty: 1504.746704
	Iteration 15Q: 3 clusters Score -136879.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -136911.265625 Penalty: 1504.746704
	Iteration 16Q: 3 clusters Score -136911.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136945.500000 Penalty: 1504.746704
	Iteration 17Q: 3 clusters Score -136945.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136977.234375 Penalty: 1504.746704
	Iteration 18Q: 3 clusters Score -136977.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136999.796875 Penalty: 1504.746704
	Iteration 19Q: 3 clusters Score -136999.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -137025.203125 Penalty: 1504.746704
	Iteration 20F: 3 clusters Score -137025.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -137050.796875 Penalty: 1504.746704
	Iteration 21Q: 3 clusters Score -137050.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -137088.312500 Penalty: 1504.746704
	Iteration 22Q: 3 clusters Score -137088.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -137123.468750 Penalty: 1504.746704
	Iteration 23Q: 3 clusters Score -137123.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -137150.687500 Penalty: 1504.746704
	Iteration 24Q: 3 clusters Score -137150.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -137168.812500 Penalty: 1504.746704
	Iteration 25Q: 3 clusters Score -137168.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -137182.609375 Penalty: 1504.746704
	Iteration 26Q: 3 clusters Score -137182.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -137195.703125 Penalty: 1504.746704
	Iteration 27Q: 3 clusters Score -137195.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -137204.375000 Penalty: 1504.746704
	Iteration 28Q: 3 clusters Score -137204.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -137210.125000 Penalty: 1504.746704
	Iteration 29Q: 3 clusters Score -137210.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -137219.046875 Penalty: 1504.746704
	Iteration 30Q: 3 clusters Score -137219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -137224.953125 Penalty: 1504.746704
	Iteration 31Q: 3 clusters Score -137225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -137229.359375 Penalty: 1504.746704
	Iteration 32Q: 3 clusters Score -137229.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -137234.046875 Penalty: 1504.746704
	Iteration 33Q: 3 clusters Score -137234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -137238.828125 Penalty: 1504.746704
	Iteration 34Q: 3 clusters Score -137238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -137242.406250 Penalty: 1504.746704
	Iteration 35Q: 3 clusters Score -137242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -137247.062500 Penalty: 1504.746704
	Iteration 36Q: 3 clusters Score -137247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -137247.984375 Penalty: 1504.746704
	Iteration 37Q: 3 clusters Score -137248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -137247.984375 Penalty: 1504.746704
	Iteration 38F: 3 clusters Score -137248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Entering Unmasked Estep 
Score: -1088325.250000 Penalty: 939.597839
	Iteration 0F: 2 clusters Score -1088325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1075147.375000 Penalty: 1879.195679
	Iteration 0F: 3 clusters Score -1075147 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1080368.375000 Penalty: 1879.195679
	Iteration 1F: 3 clusters Score -1080368 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1080650.750000 Penalty: 1879.195679
	Iteration 2Q: 3 clusters Score -1080651 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1080937.000000 Penalty: 1879.195679
	Iteration 3Q: 3 clusters Score -1080937 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1081243.625000 Penalty: 1879.195679
	Iteration 4Q: 3 clusters Score -1081244 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1081605.125000 Penalty: 1879.195679
	Iteration 5Q: 3 clusters Score -1081605 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1082088.250000 Penalty: 1879.195679
	Iteration 6Q: 3 clusters Score -1082088 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1082806.500000 Penalty: 1879.195679
	Iteration 7F: 3 clusters Score -1082806 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1084054.125000 Penalty: 1879.195679
	Iteration 8F: 3 clusters Score -1084054 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1085676.875000 Penalty: 1879.195679
	Iteration 9F: 3 clusters Score -1085677 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1086902.750000 Penalty: 1879.195679
	Iteration 10F: 3 clusters Score -1086903 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1087693.875000 Penalty: 1879.195679
	Iteration 11F: 3 clusters Score -1087694 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1088068.250000 Penalty: 1879.195679
	Iteration 12Q: 3 clusters Score -1088068 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1088207.625000 Penalty: 1879.195679
	Iteration 13Q: 3 clusters Score -1088208 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1088299.375000 Penalty: 1879.195679
	Iteration 14Q: 3 clusters Score -1088299 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1088339.125000 Penalty: 1879.195679
	Iteration 15Q: 3 clusters Score -1088339 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1088363.750000 Penalty: 1879.195679
	Iteration 16Q: 3 clusters Score -1088364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1088377.375000 Penalty: 1879.195679
	Iteration 17Q: 3 clusters Score -1088377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1088381.125000 Penalty: 1879.195679
	Iteration 18Q: 3 clusters Score -1088381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1088381.250000 Penalty: 1879.195679
	Iteration 19Q: 3 clusters Score -1088381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1088381.375000 Penalty: 1879.195679
	Iteration 20F: 3 clusters Score -1088381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1088385.500000 Penalty: 1879.195679
	Iteration 21Q: 3 clusters Score -1088386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1088388.000000 Penalty: 1879.195679
	Iteration 22Q: 3 clusters Score -1088388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1088385.875000 Penalty: 1879.195679
	Iteration 23Q: 3 clusters Score -1088386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1088388.000000 Penalty: 1879.195679
	Iteration 24Q: 3 clusters Score -1088388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1088387.250000 Penalty: 1879.195679
	Iteration 25Q: 3 clusters Score -1088387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1088387.875000 Penalty: 1879.195679
	Iteration 26Q: 3 clusters Score -1088388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1088388.750000 Penalty: 1879.195679
	Iteration 27Q: 3 clusters Score -1088389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1088390.750000 Penalty: 1879.195679
	Iteration 28Q: 3 clusters Score -1088391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1088390.875000 Penalty: 1879.195679
	Iteration 29Q: 3 clusters Score -1088391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1088391.375000 Penalty: 1879.195679
	Iteration 30Q: 3 clusters Score -1088391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1088393.250000 Penalty: 1879.195679
	Iteration 31Q: 3 clusters Score -1088393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1088392.375000 Penalty: 1879.195679
	Iteration 32Q: 3 clusters Score -1088392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1088394.000000 Penalty: 1879.195679
	Iteration 33Q: 3 clusters Score -1088394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1088393.250000 Penalty: 1879.195679
	Iteration 34Q: 3 clusters Score -1088393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1088392.250000 Penalty: 1879.195679
	Iteration 35Q: 3 clusters Score -1088392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1088392.250000 Penalty: 1879.195679
	Iteration 36F: 3 clusters Score -1088392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35124 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142353 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9613 members 
Mstep: Class 10 contains 40461 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287410 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 78628 members 
Mstep: Class 19 contains 8204 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Mstep: Class 25 contains 5365 members 
Entering Unmasked Estep 
Score: -38621360.000000 Penalty: 32088.166016
Splitting cluster 12 changes total score from -38621676.000000 to -38621360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -134815.859375 Penalty: 745.981689
	Iteration 0F: 2 clusters Score -134815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -132749.078125 Penalty: 1491.963379
	Iteration 0F: 3 clusters Score -132749.1 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -133372.062500 Penalty: 1491.963379
	Iteration 1F: 3 clusters Score -133372.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -133509.968750 Penalty: 1491.963379
	Iteration 2F: 3 clusters Score -133510 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -133662.906250 Penalty: 1491.963379
	Iteration 3F: 3 clusters Score -133662.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -133835.578125 Penalty: 1491.963379
	Iteration 4F: 3 clusters Score -133835.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -133917.390625 Penalty: 1491.963379
	Iteration 5F: 3 clusters Score -133917.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -133972.234375 Penalty: 1491.963379
	Iteration 6Q: 3 clusters Score -133972.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -134030.265625 Penalty: 1491.963379
	Iteration 7Q: 3 clusters Score -134030.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -134095.921875 Penalty: 1491.963379
	Iteration 8Q: 3 clusters Score -134095.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -134160.421875 Penalty: 1491.963379
	Iteration 9Q: 3 clusters Score -134160.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -134225.578125 Penalty: 1491.963379
	Iteration 10Q: 3 clusters Score -134225.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -134260.250000 Penalty: 1491.963379
	Iteration 11Q: 3 clusters Score -134260.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -134272.625000 Penalty: 1491.963379
	Iteration 12Q: 3 clusters Score -134272.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -134287.000000 Penalty: 1491.963379
	Iteration 13Q: 3 clusters Score -134287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -134301.203125 Penalty: 1491.963379
	Iteration 14Q: 3 clusters Score -134301.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -134322.031250 Penalty: 1491.963379
	Iteration 15Q: 3 clusters Score -134322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -134349.359375 Penalty: 1491.963379
	Iteration 16Q: 3 clusters Score -134349.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -134376.125000 Penalty: 1491.963379
	Iteration 17Q: 3 clusters Score -134376.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -134400.125000 Penalty: 1491.963379
	Iteration 18Q: 3 clusters Score -134400.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -134427.703125 Penalty: 1491.963379
	Iteration 19Q: 3 clusters Score -134427.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -134450.328125 Penalty: 1491.963379
	Iteration 20F: 3 clusters Score -134450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -134459.890625 Penalty: 1491.963379
	Iteration 21Q: 3 clusters Score -134459.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -134467.843750 Penalty: 1491.963379
	Iteration 22Q: 3 clusters Score -134467.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -134483.281250 Penalty: 1491.963379
	Iteration 23Q: 3 clusters Score -134483.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -134507.875000 Penalty: 1491.963379
	Iteration 24Q: 3 clusters Score -134507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -134520.546875 Penalty: 1491.963379
	Iteration 25Q: 3 clusters Score -134520.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -134538.687500 Penalty: 1491.963379
	Iteration 26Q: 3 clusters Score -134538.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -134551.515625 Penalty: 1491.963379
	Iteration 27Q: 3 clusters Score -134551.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -134566.656250 Penalty: 1491.963379
	Iteration 28Q: 3 clusters Score -134566.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -134575.375000 Penalty: 1491.963379
	Iteration 29Q: 3 clusters Score -134575.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -134580.687500 Penalty: 1491.963379
	Iteration 30Q: 3 clusters Score -134580.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -134587.453125 Penalty: 1491.963379
	Iteration 31Q: 3 clusters Score -134587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -134592.296875 Penalty: 1491.963379
	Iteration 32Q: 3 clusters Score -134592.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -134598.875000 Penalty: 1491.963379
	Iteration 33Q: 3 clusters Score -134598.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -134608.921875 Penalty: 1491.963379
	Iteration 34Q: 3 clusters Score -134608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -134615.062500 Penalty: 1491.963379
	Iteration 35Q: 3 clusters Score -134615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -134623.000000 Penalty: 1491.963379
	Iteration 36Q: 3 clusters Score -134623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -134641.734375 Penalty: 1491.963379
	Iteration 37Q: 3 clusters Score -134641.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -134660.750000 Penalty: 1491.963379
	Iteration 38Q: 3 clusters Score -134660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -134675.750000 Penalty: 1491.963379
	Iteration 39Q: 3 clusters Score -134675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -134688.343750 Penalty: 1491.963379
	Iteration 40F: 3 clusters Score -134688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -134692.406250 Penalty: 1491.963379
	Iteration 41Q: 3 clusters Score -134692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -134695.734375 Penalty: 1491.963379
	Iteration 42Q: 3 clusters Score -134695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -134698.906250 Penalty: 1491.963379
	Iteration 43Q: 3 clusters Score -134698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -134700.250000 Penalty: 1491.963379
	Iteration 44Q: 3 clusters Score -134700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -134700.406250 Penalty: 1491.963379
	Iteration 45Q: 3 clusters Score -134700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -134700.406250 Penalty: 1491.963379
	Iteration 46F: 3 clusters Score -134700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Entering Unmasked Estep 
Score: -450541.562500 Penalty: 861.588562
	Iteration 0F: 2 clusters Score -450541.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -444549.062500 Penalty: 1723.177124
	Iteration 0F: 3 clusters Score -444549.1 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -446652.625000 Penalty: 1723.177124
	Iteration 1F: 3 clusters Score -446652.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -446825.718750 Penalty: 1723.177124
	Iteration 2F: 3 clusters Score -446825.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -447019.343750 Penalty: 1723.177124
	Iteration 3F: 3 clusters Score -447019.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -447213.406250 Penalty: 1723.177124
	Iteration 4Q: 3 clusters Score -447213.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -447449.093750 Penalty: 1723.177124
	Iteration 5F: 3 clusters Score -447449.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -447765.781250 Penalty: 1723.177124
	Iteration 6F: 3 clusters Score -447765.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -448182.812500 Penalty: 1723.177124
	Iteration 7F: 3 clusters Score -448182.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -448665.906250 Penalty: 1723.177124
	Iteration 8F: 3 clusters Score -448665.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -449124.812500 Penalty: 1723.177124
	Iteration 9F: 3 clusters Score -449124.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -449449.468750 Penalty: 1723.177124
	Iteration 10Q: 3 clusters Score -449449.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -449633.687500 Penalty: 1723.177124
	Iteration 11Q: 3 clusters Score -449633.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -449740.656250 Penalty: 1723.177124
	Iteration 12Q: 3 clusters Score -449740.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -449786.812500 Penalty: 1723.177124
	Iteration 13Q: 3 clusters Score -449786.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -449819.187500 Penalty: 1723.177124
	Iteration 14Q: 3 clusters Score -449819.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -449836.406250 Penalty: 1723.177124
	Iteration 15Q: 3 clusters Score -449836.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -449849.156250 Penalty: 1723.177124
	Iteration 16Q: 3 clusters Score -449849.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -449862.781250 Penalty: 1723.177124
	Iteration 17Q: 3 clusters Score -449862.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -449869.062500 Penalty: 1723.177124
	Iteration 18Q: 3 clusters Score -449869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -449875.593750 Penalty: 1723.177124
	Iteration 19Q: 3 clusters Score -449875.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -449879.562500 Penalty: 1723.177124
	Iteration 20F: 3 clusters Score -449879.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -449882.781250 Penalty: 1723.177124
	Iteration 21Q: 3 clusters Score -449882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -449884.312500 Penalty: 1723.177124
	Iteration 22Q: 3 clusters Score -449884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -449885.125000 Penalty: 1723.177124
	Iteration 23Q: 3 clusters Score -449885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -449886.093750 Penalty: 1723.177124
	Iteration 24Q: 3 clusters Score -449886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -449886.093750 Penalty: 1723.177124
	Iteration 25F: 3 clusters Score -449886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Entering Unmasked Estep 
Score: -1356940.500000 Penalty: 962.888611
	Iteration 0F: 2 clusters Score -1356940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1340044.875000 Penalty: 1925.777222
	Iteration 0F: 3 clusters Score -1340045 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1346824.500000 Penalty: 1925.777222
	Iteration 1F: 3 clusters Score -1346824 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1347307.875000 Penalty: 1925.777222
	Iteration 2F: 3 clusters Score -1347308 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1347818.125000 Penalty: 1925.777222
	Iteration 3F: 3 clusters Score -1347818 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1348370.500000 Penalty: 1925.777222
	Iteration 4F: 3 clusters Score -1348370 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1348917.000000 Penalty: 1925.777222
	Iteration 5F: 3 clusters Score -1348917 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1349454.125000 Penalty: 1925.777222
	Iteration 6F: 3 clusters Score -1349454 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1349961.000000 Penalty: 1925.777222
	Iteration 7Q: 3 clusters Score -1349961 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1350442.000000 Penalty: 1925.777222
	Iteration 8Q: 3 clusters Score -1350442 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1350927.000000 Penalty: 1925.777222
	Iteration 9Q: 3 clusters Score -1350927 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1351443.875000 Penalty: 1925.777222
	Iteration 10Q: 3 clusters Score -1351444 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1352000.250000 Penalty: 1925.777222
	Iteration 11Q: 3 clusters Score -1352000 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1352598.000000 Penalty: 1925.777222
	Iteration 12Q: 3 clusters Score -1352598 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1353244.375000 Penalty: 1925.777222
	Iteration 13Q: 3 clusters Score -1353244 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1353914.375000 Penalty: 1925.777222
	Iteration 14Q: 3 clusters Score -1353914 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1354625.750000 Penalty: 1925.777222
	Iteration 15Q: 3 clusters Score -1354626 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1355320.875000 Penalty: 1925.777222
	Iteration 16Q: 3 clusters Score -1355321 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1355785.250000 Penalty: 1925.777222
	Iteration 17Q: 3 clusters Score -1355785 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1356052.250000 Penalty: 1925.777222
	Iteration 18Q: 3 clusters Score -1356052 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1356201.500000 Penalty: 1925.777222
	Iteration 19Q: 3 clusters Score -1356202 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1356354.625000 Penalty: 1925.777222
	Iteration 20F: 3 clusters Score -1356355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1356533.125000 Penalty: 1925.777222
	Iteration 21Q: 3 clusters Score -1356533 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1356704.750000 Penalty: 1925.777222
	Iteration 22Q: 3 clusters Score -1356705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1356771.375000 Penalty: 1925.777222
	Iteration 23Q: 3 clusters Score -1356771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1356791.375000 Penalty: 1925.777222
	Iteration 24Q: 3 clusters Score -1356791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1356803.125000 Penalty: 1925.777222
	Iteration 25Q: 3 clusters Score -1356803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1356812.125000 Penalty: 1925.777222
	Iteration 26Q: 3 clusters Score -1356812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1356816.500000 Penalty: 1925.777222
	Iteration 27Q: 3 clusters Score -1356816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1356820.250000 Penalty: 1925.777222
	Iteration 28Q: 3 clusters Score -1356820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1356822.250000 Penalty: 1925.777222
	Iteration 29Q: 3 clusters Score -1356822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1356827.125000 Penalty: 1925.777222
	Iteration 30Q: 3 clusters Score -1356827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1356828.500000 Penalty: 1925.777222
	Iteration 31Q: 3 clusters Score -1356828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1356829.875000 Penalty: 1925.777222
	Iteration 32Q: 3 clusters Score -1356830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1356829.875000 Penalty: 1925.777222
	Iteration 33Q: 3 clusters Score -1356830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1356830.125000 Penalty: 1925.777222
	Iteration 34Q: 3 clusters Score -1356830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1356830.125000 Penalty: 1925.777222
	Iteration 35F: 3 clusters Score -1356830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (287410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287410 members 
Entering Unmasked Estep 
Score: -16006140.000000 Penalty: 1194.023193
	Iteration 0F: 2 clusters Score -1.600614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143433 members 
Mstep: Class 2 contains 143977 members 
Entering Unmasked Estep 
Score: -15815381.000000 Penalty: 2388.046387
	Iteration 0F: 3 clusters Score -1.581538e+07 nChanged 140976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 159601 members 
Entering Unmasked Estep 
Score: -15906200.000000 Penalty: 2388.046387
	Iteration 1F: 3 clusters Score -1.59062e+07 nChanged 16283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116446 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -15913873.000000 Penalty: 2388.046387
	Iteration 2F: 3 clusters Score -1.591387e+07 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 185903 members 
Entering Unmasked Estep 
Score: -15924931.000000 Penalty: 2388.046387
	Iteration 3F: 3 clusters Score -1.592493e+07 nChanged 20635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 202170 members 
Entering Unmasked Estep 
Score: -15936668.000000 Penalty: 2388.046387
	Iteration 4F: 3 clusters Score -1.593667e+07 nChanged 19293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 218563 members 
Entering Unmasked Estep 
Score: -15948469.000000 Penalty: 2388.046387
	Iteration 5F: 3 clusters Score -1.594847e+07 nChanged 17636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 234983 members 
Entering Unmasked Estep 
Score: -15960181.000000 Penalty: 2388.046387
	Iteration 6F: 3 clusters Score -1.596018e+07 nChanged 16191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 250902 members 
Entering Unmasked Estep 
Score: -15972220.000000 Penalty: 2388.046387
	Iteration 7F: 3 clusters Score -1.597222e+07 nChanged 14394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 265260 members 
Entering Unmasked Estep 
Score: -15984294.000000 Penalty: 2388.046387
	Iteration 8F: 3 clusters Score -1.598429e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 276188 members 
Entering Unmasked Estep 
Score: -15994329.000000 Penalty: 2388.046387
	Iteration 9Q: 3 clusters Score -1.599433e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 282842 members 
Entering Unmasked Estep 
Score: -16000695.000000 Penalty: 2388.046387
	Iteration 10Q: 3 clusters Score -1.60007e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 286018 members 
Entering Unmasked Estep 
Score: -16003689.000000 Penalty: 2388.046387
	Iteration 11Q: 3 clusters Score -1.600369e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 287033 members 
Entering Unmasked Estep 
Score: -16004665.000000 Penalty: 2388.046387
	Iteration 12Q: 3 clusters Score -1.600466e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 287256 members 
Entering Unmasked Estep 
Score: -16004907.000000 Penalty: 2388.046387
	Iteration 13Q: 3 clusters Score -1.600491e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 287300 members 
Entering Unmasked Estep 
Score: -16004979.000000 Penalty: 2388.046387
	Iteration 14Q: 3 clusters Score -1.600498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 287312 members 
Entering Unmasked Estep 
Score: -16005028.000000 Penalty: 2388.046387
	Iteration 15Q: 3 clusters Score -1.600503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 287319 members 
Entering Unmasked Estep 
Score: -16005054.000000 Penalty: 2388.046387
	Iteration 16Q: 3 clusters Score -1.600505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 287320 members 
Entering Unmasked Estep 
Score: -16005063.000000 Penalty: 2388.046387
	Iteration 17Q: 3 clusters Score -1.600506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 287323 members 
Entering Unmasked Estep 
Score: -16005070.000000 Penalty: 2388.046387
	Iteration 18Q: 3 clusters Score -1.600507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 287325 members 
Entering Unmasked Estep 
Score: -16005077.000000 Penalty: 2388.046387
	Iteration 19Q: 3 clusters Score -1.600508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 287324 members 
Entering Unmasked Estep 
Score: -16005081.000000 Penalty: 2388.046387
	Iteration 20F: 3 clusters Score -1.600508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 287323 members 
Entering Unmasked Estep 
Score: -16005082.000000 Penalty: 2388.046387
	Iteration 21Q: 3 clusters Score -1.600508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 287323 members 
Entering Unmasked Estep 
Score: -16005082.000000 Penalty: 2388.046387
	Iteration 22F: 3 clusters Score -1.600508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Entering Unmasked Estep 
Score: -316781.343750 Penalty: 838.148560
	Iteration 0F: 2 clusters Score -316781.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -312105.312500 Penalty: 1676.297119
	Iteration 0F: 3 clusters Score -312105.3 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -314111.343750 Penalty: 1676.297119
	Iteration 1F: 3 clusters Score -314111.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -314507.750000 Penalty: 1676.297119
	Iteration 2F: 3 clusters Score -314507.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -314827.125000 Penalty: 1676.297119
	Iteration 3F: 3 clusters Score -314827.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -315084.062500 Penalty: 1676.297119
	Iteration 4F: 3 clusters Score -315084.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -315282.718750 Penalty: 1676.297119
	Iteration 5Q: 3 clusters Score -315282.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -315436.093750 Penalty: 1676.297119
	Iteration 6Q: 3 clusters Score -315436.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -315541.468750 Penalty: 1676.297119
	Iteration 7Q: 3 clusters Score -315541.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -315614.843750 Penalty: 1676.297119
	Iteration 8Q: 3 clusters Score -315614.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -315675.562500 Penalty: 1676.297119
	Iteration 9Q: 3 clusters Score -315675.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -315712.843750 Penalty: 1676.297119
	Iteration 10Q: 3 clusters Score -315712.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -315738.812500 Penalty: 1676.297119
	Iteration 11Q: 3 clusters Score -315738.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -315774.843750 Penalty: 1676.297119
	Iteration 12Q: 3 clusters Score -315774.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -315816.687500 Penalty: 1676.297119
	Iteration 13Q: 3 clusters Score -315816.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -315865.531250 Penalty: 1676.297119
	Iteration 14Q: 3 clusters Score -315865.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -315901.843750 Penalty: 1676.297119
	Iteration 15Q: 3 clusters Score -315901.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -315935.843750 Penalty: 1676.297119
	Iteration 16Q: 3 clusters Score -315935.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -315970.625000 Penalty: 1676.297119
	Iteration 17Q: 3 clusters Score -315970.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -316007.343750 Penalty: 1676.297119
	Iteration 18Q: 3 clusters Score -316007.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -316035.125000 Penalty: 1676.297119
	Iteration 19Q: 3 clusters Score -316035.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -316060.531250 Penalty: 1676.297119
	Iteration 20F: 3 clusters Score -316060.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -316075.343750 Penalty: 1676.297119
	Iteration 21Q: 3 clusters Score -316075.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -316082.656250 Penalty: 1676.297119
	Iteration 22Q: 3 clusters Score -316082.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -316088.937500 Penalty: 1676.297119
	Iteration 23Q: 3 clusters Score -316088.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -316100.468750 Penalty: 1676.297119
	Iteration 24Q: 3 clusters Score -316100.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -316108.031250 Penalty: 1676.297119
	Iteration 25Q: 3 clusters Score -316108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -316116.687500 Penalty: 1676.297119
	Iteration 26Q: 3 clusters Score -316116.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -316125.906250 Penalty: 1676.297119
	Iteration 27Q: 3 clusters Score -316125.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -316135.875000 Penalty: 1676.297119
	Iteration 28Q: 3 clusters Score -316135.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -316142.750000 Penalty: 1676.297119
	Iteration 29Q: 3 clusters Score -316142.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -316148.031250 Penalty: 1676.297119
	Iteration 30Q: 3 clusters Score -316148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -316155.000000 Penalty: 1676.297119
	Iteration 31Q: 3 clusters Score -316155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -316161.093750 Penalty: 1676.297119
	Iteration 32Q: 3 clusters Score -316161.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -316168.812500 Penalty: 1676.297119
	Iteration 33Q: 3 clusters Score -316168.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -316175.468750 Penalty: 1676.297119
	Iteration 34Q: 3 clusters Score -316175.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -316182.562500 Penalty: 1676.297119
	Iteration 35Q: 3 clusters Score -316182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -316185.593750 Penalty: 1676.297119
	Iteration 36Q: 3 clusters Score -316185.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -316187.968750 Penalty: 1676.297119
	Iteration 37Q: 3 clusters Score -316188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -316189.625000 Penalty: 1676.297119
	Iteration 38Q: 3 clusters Score -316189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -316190.781250 Penalty: 1676.297119
	Iteration 39Q: 3 clusters Score -316190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -316196.593750 Penalty: 1676.297119
	Iteration 40F: 3 clusters Score -316196.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -316203.531250 Penalty: 1676.297119
	Iteration 41Q: 3 clusters Score -316203.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -316209.531250 Penalty: 1676.297119
	Iteration 42Q: 3 clusters Score -316209.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -316213.843750 Penalty: 1676.297119
	Iteration 43Q: 3 clusters Score -316213.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -316217.718750 Penalty: 1676.297119
	Iteration 44Q: 3 clusters Score -316217.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -316218.843750 Penalty: 1676.297119
	Iteration 45Q: 3 clusters Score -316218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -316219.781250 Penalty: 1676.297119
	Iteration 46Q: 3 clusters Score -316219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -316219.937500 Penalty: 1676.297119
	Iteration 47Q: 3 clusters Score -316219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -316220.656250 Penalty: 1676.297119
	Iteration 48Q: 3 clusters Score -316220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -316221.531250 Penalty: 1676.297119
	Iteration 49Q: 3 clusters Score -316221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -316223.968750 Penalty: 1676.297119
	Iteration 50Q: 3 clusters Score -316224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -316225.812500 Penalty: 1676.297119
	Iteration 51Q: 3 clusters Score -316225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -316228.093750 Penalty: 1676.297119
	Iteration 52Q: 3 clusters Score -316228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -316229.906250 Penalty: 1676.297119
	Iteration 53Q: 3 clusters Score -316229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -316232.531250 Penalty: 1676.297119
	Iteration 54Q: 3 clusters Score -316232.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -316235.906250 Penalty: 1676.297119
	Iteration 55Q: 3 clusters Score -316235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -316240.343750 Penalty: 1676.297119
	Iteration 56Q: 3 clusters Score -316240.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -316243.687500 Penalty: 1676.297119
	Iteration 57Q: 3 clusters Score -316243.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -316249.250000 Penalty: 1676.297119
	Iteration 58Q: 3 clusters Score -316249.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -316254.375000 Penalty: 1676.297119
	Iteration 59Q: 3 clusters Score -316254.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -316256.562500 Penalty: 1676.297119
	Iteration 60F: 3 clusters Score -316256.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -316259.250000 Penalty: 1676.297119
	Iteration 61Q: 3 clusters Score -316259.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -316260.031250 Penalty: 1676.297119
	Iteration 62Q: 3 clusters Score -316260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -316261.093750 Penalty: 1676.297119
	Iteration 63Q: 3 clusters Score -316261.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -316262.531250 Penalty: 1676.297119
	Iteration 64Q: 3 clusters Score -316262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -316263.625000 Penalty: 1676.297119
	Iteration 65Q: 3 clusters Score -316263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -316263.250000 Penalty: 1676.297119
	Iteration 66Q: 3 clusters Score -316263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -316264.406250 Penalty: 1676.297119
	Iteration 67Q: 3 clusters Score -316264.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -316264.406250 Penalty: 1676.297119
	Iteration 68F: 3 clusters Score -316264.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Entering Unmasked Estep 
Score: -4252746.500000 Penalty: 1070.885864
	Iteration 0F: 2 clusters Score -4252746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -4199855.000000 Penalty: 2141.771729
	Iteration 0F: 3 clusters Score -4199855 nChanged 38121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -4222807.500000 Penalty: 2141.771729
	Iteration 1F: 3 clusters Score -4222808 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -4223966.000000 Penalty: 2141.771729
	Iteration 2Q: 3 clusters Score -4223966 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -4225902.500000 Penalty: 2141.771729
	Iteration 3F: 3 clusters Score -4225902 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -4228703.000000 Penalty: 2141.771729
	Iteration 4F: 3 clusters Score -4228703 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -4232018.500000 Penalty: 2141.771729
	Iteration 5F: 3 clusters Score -4232018 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -4235555.000000 Penalty: 2141.771729
	Iteration 6F: 3 clusters Score -4235555 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -4239123.000000 Penalty: 2141.771729
	Iteration 7F: 3 clusters Score -4239123 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -4242612.500000 Penalty: 2141.771729
	Iteration 8F: 3 clusters Score -4242612 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -4245779.500000 Penalty: 2141.771729
	Iteration 9Q: 3 clusters Score -4245780 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -4248402.500000 Penalty: 2141.771729
	Iteration 10Q: 3 clusters Score -4248402 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -4250175.000000 Penalty: 2141.771729
	Iteration 11Q: 3 clusters Score -4250175 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -4251091.000000 Penalty: 2141.771729
	Iteration 12Q: 3 clusters Score -4251091 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -4251497.000000 Penalty: 2141.771729
	Iteration 13Q: 3 clusters Score -4251497 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -4251651.000000 Penalty: 2141.771729
	Iteration 14Q: 3 clusters Score -4251651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -4251727.000000 Penalty: 2141.771729
	Iteration 15Q: 3 clusters Score -4251727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -4251750.000000 Penalty: 2141.771729
	Iteration 16Q: 3 clusters Score -4251750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -4251775.500000 Penalty: 2141.771729
	Iteration 17Q: 3 clusters Score -4251776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -4251797.500000 Penalty: 2141.771729
	Iteration 18Q: 3 clusters Score -4251798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -4251804.000000 Penalty: 2141.771729
	Iteration 19Q: 3 clusters Score -4251804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -4251820.000000 Penalty: 2141.771729
	Iteration 20F: 3 clusters Score -4251820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -4251825.500000 Penalty: 2141.771729
	Iteration 21Q: 3 clusters Score -4251826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -4251836.000000 Penalty: 2141.771729
	Iteration 22Q: 3 clusters Score -4251836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -4251836.500000 Penalty: 2141.771729
	Iteration 23Q: 3 clusters Score -4251836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -4251840.000000 Penalty: 2141.771729
	Iteration 24Q: 3 clusters Score -4251840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -4251840.000000 Penalty: 2141.771729
	Iteration 25F: 3 clusters Score -4251840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Entering Unmasked Estep 
Score: -382416.125000 Penalty: 856.175781
	Iteration 0F: 2 clusters Score -382416.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -376766.437500 Penalty: 1712.351562
	Iteration 0F: 3 clusters Score -376766.4 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -378769.656250 Penalty: 1712.351562
	Iteration 1F: 3 clusters Score -378769.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -379079.781250 Penalty: 1712.351562
	Iteration 2F: 3 clusters Score -379079.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -379456.593750 Penalty: 1712.351562
	Iteration 3F: 3 clusters Score -379456.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -379889.343750 Penalty: 1712.351562
	Iteration 4F: 3 clusters Score -379889.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -380343.625000 Penalty: 1712.351562
	Iteration 5F: 3 clusters Score -380343.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -380738.500000 Penalty: 1712.351562
	Iteration 6F: 3 clusters Score -380738.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -381069.343750 Penalty: 1712.351562
	Iteration 7F: 3 clusters Score -381069.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -381314.500000 Penalty: 1712.351562
	Iteration 8Q: 3 clusters Score -381314.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -381497.625000 Penalty: 1712.351562
	Iteration 9Q: 3 clusters Score -381497.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -381618.250000 Penalty: 1712.351562
	Iteration 10Q: 3 clusters Score -381618.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -381682.937500 Penalty: 1712.351562
	Iteration 11Q: 3 clusters Score -381682.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -381734.312500 Penalty: 1712.351562
	Iteration 12Q: 3 clusters Score -381734.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -381779.625000 Penalty: 1712.351562
	Iteration 13Q: 3 clusters Score -381779.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -381818.187500 Penalty: 1712.351562
	Iteration 14Q: 3 clusters Score -381818.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -381849.937500 Penalty: 1712.351562
	Iteration 15Q: 3 clusters Score -381849.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -381893.531250 Penalty: 1712.351562
	Iteration 16Q: 3 clusters Score -381893.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -381944.281250 Penalty: 1712.351562
	Iteration 17Q: 3 clusters Score -381944.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -381995.593750 Penalty: 1712.351562
	Iteration 18Q: 3 clusters Score -381995.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -382033.937500 Penalty: 1712.351562
	Iteration 19Q: 3 clusters Score -382033.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -382057.000000 Penalty: 1712.351562
	Iteration 20F: 3 clusters Score -382057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -382074.875000 Penalty: 1712.351562
	Iteration 21Q: 3 clusters Score -382074.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -382089.218750 Penalty: 1712.351562
	Iteration 22Q: 3 clusters Score -382089.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -382097.906250 Penalty: 1712.351562
	Iteration 23Q: 3 clusters Score -382097.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -382105.875000 Penalty: 1712.351562
	Iteration 24Q: 3 clusters Score -382105.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -382110.187500 Penalty: 1712.351562
	Iteration 25Q: 3 clusters Score -382110.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -382115.875000 Penalty: 1712.351562
	Iteration 26Q: 3 clusters Score -382115.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -382122.125000 Penalty: 1712.351562
	Iteration 27Q: 3 clusters Score -382122.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -382128.468750 Penalty: 1712.351562
	Iteration 28Q: 3 clusters Score -382128.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -382132.218750 Penalty: 1712.351562
	Iteration 29Q: 3 clusters Score -382132.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -382135.812500 Penalty: 1712.351562
	Iteration 30Q: 3 clusters Score -382135.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -382139.968750 Penalty: 1712.351562
	Iteration 31Q: 3 clusters Score -382140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -382144.875000 Penalty: 1712.351562
	Iteration 32Q: 3 clusters Score -382144.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382150.312500 Penalty: 1712.351562
	Iteration 33Q: 3 clusters Score -382150.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -382152.750000 Penalty: 1712.351562
	Iteration 34Q: 3 clusters Score -382152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -382154.812500 Penalty: 1712.351562
	Iteration 35Q: 3 clusters Score -382154.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -382155.875000 Penalty: 1712.351562
	Iteration 36Q: 3 clusters Score -382155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -382158.562500 Penalty: 1712.351562
	Iteration 37Q: 3 clusters Score -382158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -382158.562500 Penalty: 1712.351562
	Iteration 38Q: 3 clusters Score -382158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -382158.625000 Penalty: 1712.351562
	Iteration 39Q: 3 clusters Score -382158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -382159.062500 Penalty: 1712.351562
	Iteration 40F: 3 clusters Score -382159.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Entering Unmasked Estep 
Score: -912202.375000 Penalty: 920.360168
	Iteration 0F: 2 clusters Score -912202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -901441.250000 Penalty: 1840.720337
	Iteration 0F: 3 clusters Score -901441.2 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -905899.312500 Penalty: 1840.720337
	Iteration 1F: 3 clusters Score -905899.3 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -907083.375000 Penalty: 1840.720337
	Iteration 2F: 3 clusters Score -907083.4 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -908753.750000 Penalty: 1840.720337
	Iteration 3F: 3 clusters Score -908753.8 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -910222.000000 Penalty: 1840.720337
	Iteration 4F: 3 clusters Score -910222 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -911069.687500 Penalty: 1840.720337
	Iteration 5F: 3 clusters Score -911069.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -911394.187500 Penalty: 1840.720337
	Iteration 6Q: 3 clusters Score -911394.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -911519.500000 Penalty: 1840.720337
	Iteration 7Q: 3 clusters Score -911519.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -911577.750000 Penalty: 1840.720337
	Iteration 8Q: 3 clusters Score -911577.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -911605.437500 Penalty: 1840.720337
	Iteration 9Q: 3 clusters Score -911605.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -911627.875000 Penalty: 1840.720337
	Iteration 10Q: 3 clusters Score -911627.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -911649.625000 Penalty: 1840.720337
	Iteration 11Q: 3 clusters Score -911649.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -911657.625000 Penalty: 1840.720337
	Iteration 12Q: 3 clusters Score -911657.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -911675.875000 Penalty: 1840.720337
	Iteration 13Q: 3 clusters Score -911675.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -911684.375000 Penalty: 1840.720337
	Iteration 14Q: 3 clusters Score -911684.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -911693.812500 Penalty: 1840.720337
	Iteration 15Q: 3 clusters Score -911693.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -911702.812500 Penalty: 1840.720337
	Iteration 16Q: 3 clusters Score -911702.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -911711.500000 Penalty: 1840.720337
	Iteration 17Q: 3 clusters Score -911711.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -911719.125000 Penalty: 1840.720337
	Iteration 18Q: 3 clusters Score -911719.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -911725.812500 Penalty: 1840.720337
	Iteration 19Q: 3 clusters Score -911725.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -911729.812500 Penalty: 1840.720337
	Iteration 20F: 3 clusters Score -911729.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -911738.875000 Penalty: 1840.720337
	Iteration 21Q: 3 clusters Score -911738.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -911748.125000 Penalty: 1840.720337
	Iteration 22Q: 3 clusters Score -911748.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -911751.437500 Penalty: 1840.720337
	Iteration 23Q: 3 clusters Score -911751.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -911757.500000 Penalty: 1840.720337
	Iteration 24Q: 3 clusters Score -911757.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -911765.625000 Penalty: 1840.720337
	Iteration 25Q: 3 clusters Score -911765.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -911770.750000 Penalty: 1840.720337
	Iteration 26Q: 3 clusters Score -911770.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -911775.562500 Penalty: 1840.720337
	Iteration 27Q: 3 clusters Score -911775.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -911779.437500 Penalty: 1840.720337
	Iteration 28Q: 3 clusters Score -911779.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -911780.750000 Penalty: 1840.720337
	Iteration 29Q: 3 clusters Score -911780.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -911782.750000 Penalty: 1840.720337
	Iteration 30Q: 3 clusters Score -911782.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -911788.000000 Penalty: 1840.720337
	Iteration 31Q: 3 clusters Score -911788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -911788.187500 Penalty: 1840.720337
	Iteration 32Q: 3 clusters Score -911788.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -911792.125000 Penalty: 1840.720337
	Iteration 33Q: 3 clusters Score -911792.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -911794.437500 Penalty: 1840.720337
	Iteration 34Q: 3 clusters Score -911794.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -911794.625000 Penalty: 1840.720337
	Iteration 35Q: 3 clusters Score -911794.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -911797.375000 Penalty: 1840.720337
	Iteration 36Q: 3 clusters Score -911797.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -911799.750000 Penalty: 1840.720337
	Iteration 37Q: 3 clusters Score -911799.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -911799.250000 Penalty: 1840.720337
	Iteration 38Q: 3 clusters Score -911799.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -911800.125000 Penalty: 1840.720337
	Iteration 39Q: 3 clusters Score -911800.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -911801.375000 Penalty: 1840.720337
	Iteration 40F: 3 clusters Score -911801.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -911801.187500 Penalty: 1840.720337
	Iteration 41Q: 3 clusters Score -911801.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -911803.937500 Penalty: 1840.720337
	Iteration 42Q: 3 clusters Score -911803.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -911808.250000 Penalty: 1840.720337
	Iteration 43Q: 3 clusters Score -911808.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -911809.562500 Penalty: 1840.720337
	Iteration 44Q: 3 clusters Score -911809.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -911814.937500 Penalty: 1840.720337
	Iteration 45Q: 3 clusters Score -911814.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -911812.500000 Penalty: 1840.720337
	Iteration 46Q: 3 clusters Score -911812.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -911814.750000 Penalty: 1840.720337
	Iteration 47Q: 3 clusters Score -911814.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -911816.937500 Penalty: 1840.720337
	Iteration 48Q: 3 clusters Score -911816.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -911817.375000 Penalty: 1840.720337
	Iteration 49Q: 3 clusters Score -911817.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -911819.937500 Penalty: 1840.720337
	Iteration 50Q: 3 clusters Score -911819.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -911823.312500 Penalty: 1840.720337
	Iteration 51Q: 3 clusters Score -911823.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -911820.250000 Penalty: 1840.720337
	Iteration 52Q: 3 clusters Score -911820.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -911824.625000 Penalty: 1840.720337
	Iteration 53Q: 3 clusters Score -911824.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -911828.000000 Penalty: 1840.720337
	Iteration 54Q: 3 clusters Score -911828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -911829.125000 Penalty: 1840.720337
	Iteration 55Q: 3 clusters Score -911829.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -911836.625000 Penalty: 1840.720337
	Iteration 56Q: 3 clusters Score -911836.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -911839.750000 Penalty: 1840.720337
	Iteration 57Q: 3 clusters Score -911839.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -911842.187500 Penalty: 1840.720337
	Iteration 58Q: 3 clusters Score -911842.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -911849.000000 Penalty: 1840.720337
	Iteration 59Q: 3 clusters Score -911849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -911850.000000 Penalty: 1840.720337
	Iteration 60F: 3 clusters Score -911850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -911852.187500 Penalty: 1840.720337
	Iteration 61Q: 3 clusters Score -911852.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -911852.500000 Penalty: 1840.720337
	Iteration 62Q: 3 clusters Score -911852.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -911858.562500 Penalty: 1840.720337
	Iteration 63Q: 3 clusters Score -911858.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -911857.562500 Penalty: 1840.720337
	Iteration 64Q: 3 clusters Score -911857.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -911863.562500 Penalty: 1840.720337
	Iteration 65Q: 3 clusters Score -911863.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -911868.437500 Penalty: 1840.720337
	Iteration 66Q: 3 clusters Score -911868.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -911872.062500 Penalty: 1840.720337
	Iteration 67Q: 3 clusters Score -911872.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -911873.125000 Penalty: 1840.720337
	Iteration 68Q: 3 clusters Score -911873.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -911876.000000 Penalty: 1840.720337
	Iteration 69Q: 3 clusters Score -911876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -911878.312500 Penalty: 1840.720337
	Iteration 70Q: 3 clusters Score -911878.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -911878.250000 Penalty: 1840.720337
	Iteration 71Q: 3 clusters Score -911878.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -911881.875000 Penalty: 1840.720337
	Iteration 72Q: 3 clusters Score -911881.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -911886.250000 Penalty: 1840.720337
	Iteration 73Q: 3 clusters Score -911886.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -911890.562500 Penalty: 1840.720337
	Iteration 74Q: 3 clusters Score -911890.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -911891.687500 Penalty: 1840.720337
	Iteration 75Q: 3 clusters Score -911891.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -911891.937500 Penalty: 1840.720337
	Iteration 76Q: 3 clusters Score -911891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -911891.000000 Penalty: 1840.720337
	Iteration 77Q: 3 clusters Score -911891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -911895.812500 Penalty: 1840.720337
	Iteration 78Q: 3 clusters Score -911895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -911896.812500 Penalty: 1840.720337
	Iteration 79Q: 3 clusters Score -911896.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -911899.000000 Penalty: 1840.720337
	Iteration 80F: 3 clusters Score -911899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -911900.250000 Penalty: 1840.720337
	Iteration 81Q: 3 clusters Score -911900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -911901.125000 Penalty: 1840.720337
	Iteration 82Q: 3 clusters Score -911901.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -911902.250000 Penalty: 1840.720337
	Iteration 83Q: 3 clusters Score -911902.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -911905.375000 Penalty: 1840.720337
	Iteration 84Q: 3 clusters Score -911905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -911907.187500 Penalty: 1840.720337
	Iteration 85Q: 3 clusters Score -911907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -911908.562500 Penalty: 1840.720337
	Iteration 86Q: 3 clusters Score -911908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -911908.562500 Penalty: 1840.720337
	Iteration 87F: 3 clusters Score -911908.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -164930.250000 Penalty: 779.443848
	Iteration 0F: 2 clusters Score -164930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -162190.375000 Penalty: 1558.887695
	Iteration 0F: 3 clusters Score -162190.4 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -163182.421875 Penalty: 1558.887695
	Iteration 1F: 3 clusters Score -163182.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -163392.062500 Penalty: 1558.887695
	Iteration 2F: 3 clusters Score -163392.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -163558.312500 Penalty: 1558.887695
	Iteration 3F: 3 clusters Score -163558.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -163714.062500 Penalty: 1558.887695
	Iteration 4F: 3 clusters Score -163714.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -163853.281250 Penalty: 1558.887695
	Iteration 5F: 3 clusters Score -163853.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -163975.484375 Penalty: 1558.887695
	Iteration 6Q: 3 clusters Score -163975.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -164067.515625 Penalty: 1558.887695
	Iteration 7Q: 3 clusters Score -164067.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -164152.156250 Penalty: 1558.887695
	Iteration 8Q: 3 clusters Score -164152.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -164245.375000 Penalty: 1558.887695
	Iteration 9Q: 3 clusters Score -164245.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -164364.921875 Penalty: 1558.887695
	Iteration 10Q: 3 clusters Score -164364.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -164470.984375 Penalty: 1558.887695
	Iteration 11Q: 3 clusters Score -164471 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -164532.015625 Penalty: 1558.887695
	Iteration 12Q: 3 clusters Score -164532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -164579.062500 Penalty: 1558.887695
	Iteration 13Q: 3 clusters Score -164579.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -164607.734375 Penalty: 1558.887695
	Iteration 14Q: 3 clusters Score -164607.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -164627.375000 Penalty: 1558.887695
	Iteration 15Q: 3 clusters Score -164627.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -164635.515625 Penalty: 1558.887695
	Iteration 16Q: 3 clusters Score -164635.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -164640.812500 Penalty: 1558.887695
	Iteration 17Q: 3 clusters Score -164640.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -164645.062500 Penalty: 1558.887695
	Iteration 18Q: 3 clusters Score -164645.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -164648.031250 Penalty: 1558.887695
	Iteration 19Q: 3 clusters Score -164648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -164650.203125 Penalty: 1558.887695
	Iteration 20F: 3 clusters Score -164650.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -164653.343750 Penalty: 1558.887695
	Iteration 21Q: 3 clusters Score -164653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -164655.031250 Penalty: 1558.887695
	Iteration 22Q: 3 clusters Score -164655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -164655.812500 Penalty: 1558.887695
	Iteration 23Q: 3 clusters Score -164655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -164656.500000 Penalty: 1558.887695
	Iteration 24Q: 3 clusters Score -164656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -164657.015625 Penalty: 1558.887695
	Iteration 25Q: 3 clusters Score -164657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -164658.000000 Penalty: 1558.887695
	Iteration 26Q: 3 clusters Score -164658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -164658.234375 Penalty: 1558.887695
	Iteration 27Q: 3 clusters Score -164658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -164658.000000 Penalty: 1558.887695
	Iteration 28Q: 3 clusters Score -164658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -164658.828125 Penalty: 1558.887695
	Iteration 29Q: 3 clusters Score -164658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -164659.562500 Penalty: 1558.887695
	Iteration 30Q: 3 clusters Score -164659.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -164660.828125 Penalty: 1558.887695
	Iteration 31Q: 3 clusters Score -164660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -164661.515625 Penalty: 1558.887695
	Iteration 32Q: 3 clusters Score -164661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -164662.640625 Penalty: 1558.887695
	Iteration 33Q: 3 clusters Score -164662.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -164663.375000 Penalty: 1558.887695
	Iteration 34Q: 3 clusters Score -164663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -164663.640625 Penalty: 1558.887695
	Iteration 35Q: 3 clusters Score -164663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -164663.500000 Penalty: 1558.887695
	Iteration 36Q: 3 clusters Score -164663.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -164663.500000 Penalty: 1558.887695
	Iteration 37F: 3 clusters Score -164663.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -237406.765625 Penalty: 790.650574
	Iteration 0F: 2 clusters Score -237406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -234358.515625 Penalty: 1581.301147
	Iteration 0F: 3 clusters Score -234358.5 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -235288.843750 Penalty: 1581.301147
	Iteration 1F: 3 clusters Score -235288.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -235410.234375 Penalty: 1581.301147
	Iteration 2F: 3 clusters Score -235410.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -235502.062500 Penalty: 1581.301147
	Iteration 3F: 3 clusters Score -235502.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -235581.312500 Penalty: 1581.301147
	Iteration 4Q: 3 clusters Score -235581.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -235647.937500 Penalty: 1581.301147
	Iteration 5Q: 3 clusters Score -235647.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -235694.781250 Penalty: 1581.301147
	Iteration 6Q: 3 clusters Score -235694.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -235732.796875 Penalty: 1581.301147
	Iteration 7Q: 3 clusters Score -235732.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -235763.968750 Penalty: 1581.301147
	Iteration 8Q: 3 clusters Score -235764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -235798.531250 Penalty: 1581.301147
	Iteration 9Q: 3 clusters Score -235798.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -235829.937500 Penalty: 1581.301147
	Iteration 10Q: 3 clusters Score -235829.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -235866.234375 Penalty: 1581.301147
	Iteration 11Q: 3 clusters Score -235866.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -235916.843750 Penalty: 1581.301147
	Iteration 12Q: 3 clusters Score -235916.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -235973.125000 Penalty: 1581.301147
	Iteration 13Q: 3 clusters Score -235973.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -236036.828125 Penalty: 1581.301147
	Iteration 14Q: 3 clusters Score -236036.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -236094.890625 Penalty: 1581.301147
	Iteration 15Q: 3 clusters Score -236094.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -236136.937500 Penalty: 1581.301147
	Iteration 16Q: 3 clusters Score -236136.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -236167.781250 Penalty: 1581.301147
	Iteration 17Q: 3 clusters Score -236167.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -236196.265625 Penalty: 1581.301147
	Iteration 18Q: 3 clusters Score -236196.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -236221.843750 Penalty: 1581.301147
	Iteration 19Q: 3 clusters Score -236221.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -236242.359375 Penalty: 1581.301147
	Iteration 20F: 3 clusters Score -236242.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -236256.890625 Penalty: 1581.301147
	Iteration 21Q: 3 clusters Score -236256.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -236276.593750 Penalty: 1581.301147
	Iteration 22Q: 3 clusters Score -236276.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -236305.718750 Penalty: 1581.301147
	Iteration 23Q: 3 clusters Score -236305.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -236338.625000 Penalty: 1581.301147
	Iteration 24Q: 3 clusters Score -236338.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -236386.937500 Penalty: 1581.301147
	Iteration 25Q: 3 clusters Score -236386.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -236444.125000 Penalty: 1581.301147
	Iteration 26Q: 3 clusters Score -236444.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -236503.890625 Penalty: 1581.301147
	Iteration 27Q: 3 clusters Score -236503.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -236590.437500 Penalty: 1581.301147
	Iteration 28Q: 3 clusters Score -236590.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -236720.062500 Penalty: 1581.301147
	Iteration 29Q: 3 clusters Score -236720.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -236867.625000 Penalty: 1581.301147
	Iteration 30Q: 3 clusters Score -236867.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -237033.328125 Penalty: 1581.301147
	Iteration 31Q: 3 clusters Score -237033.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -237159.000000 Penalty: 1581.301147
	Iteration 32Q: 3 clusters Score -237159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -237209.671875 Penalty: 1581.301147
	Iteration 33Q: 3 clusters Score -237209.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -237234.031250 Penalty: 1581.301147
	Iteration 34Q: 3 clusters Score -237234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -237248.140625 Penalty: 1581.301147
	Iteration 35Q: 3 clusters Score -237248.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -237253.515625 Penalty: 1581.301147
	Iteration 36Q: 3 clusters Score -237253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -237254.359375 Penalty: 1581.301147
	Iteration 37Q: 3 clusters Score -237254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -237255.187500 Penalty: 1581.301147
	Iteration 38Q: 3 clusters Score -237255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -237255.875000 Penalty: 1581.301147
	Iteration 39Q: 3 clusters Score -237255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -237256.328125 Penalty: 1581.301147
	Iteration 40F: 3 clusters Score -237256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -237256.968750 Penalty: 1581.301147
	Iteration 41Q: 3 clusters Score -237257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -237257.390625 Penalty: 1581.301147
	Iteration 42Q: 3 clusters Score -237257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -237256.984375 Penalty: 1581.301147
	Iteration 43Q: 3 clusters Score -237257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -237257.093750 Penalty: 1581.301147
	Iteration 44Q: 3 clusters Score -237257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -237257.093750 Penalty: 1581.301147
	Iteration 45F: 3 clusters Score -237257.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Entering Unmasked Estep 
Score: -258590.859375 Penalty: 794.584045
	Iteration 0F: 2 clusters Score -258590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -255453.531250 Penalty: 1589.168091
	Iteration 0F: 3 clusters Score -255453.5 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -256348.250000 Penalty: 1589.168091
	Iteration 1F: 3 clusters Score -256348.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -256467.750000 Penalty: 1589.168091
	Iteration 2F: 3 clusters Score -256467.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -256583.281250 Penalty: 1589.168091
	Iteration 3F: 3 clusters Score -256583.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -256676.031250 Penalty: 1589.168091
	Iteration 4Q: 3 clusters Score -256676 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -256784.953125 Penalty: 1589.168091
	Iteration 5Q: 3 clusters Score -256785 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -256898.390625 Penalty: 1589.168091
	Iteration 6Q: 3 clusters Score -256898.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -257014.562500 Penalty: 1589.168091
	Iteration 7Q: 3 clusters Score -257014.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -257152.750000 Penalty: 1589.168091
	Iteration 8Q: 3 clusters Score -257152.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -257318.640625 Penalty: 1589.168091
	Iteration 9Q: 3 clusters Score -257318.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -257484.062500 Penalty: 1589.168091
	Iteration 10Q: 3 clusters Score -257484.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -257635.250000 Penalty: 1589.168091
	Iteration 11Q: 3 clusters Score -257635.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -257740.781250 Penalty: 1589.168091
	Iteration 12Q: 3 clusters Score -257740.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -257799.562500 Penalty: 1589.168091
	Iteration 13Q: 3 clusters Score -257799.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -257824.609375 Penalty: 1589.168091
	Iteration 14Q: 3 clusters Score -257824.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -257844.953125 Penalty: 1589.168091
	Iteration 15Q: 3 clusters Score -257845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -257860.875000 Penalty: 1589.168091
	Iteration 16Q: 3 clusters Score -257860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -257871.281250 Penalty: 1589.168091
	Iteration 17Q: 3 clusters Score -257871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -257877.625000 Penalty: 1589.168091
	Iteration 18Q: 3 clusters Score -257877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -257886.625000 Penalty: 1589.168091
	Iteration 19Q: 3 clusters Score -257886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -257888.187500 Penalty: 1589.168091
	Iteration 20F: 3 clusters Score -257888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -257890.375000 Penalty: 1589.168091
	Iteration 21Q: 3 clusters Score -257890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -257895.625000 Penalty: 1589.168091
	Iteration 22Q: 3 clusters Score -257895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -257902.015625 Penalty: 1589.168091
	Iteration 23Q: 3 clusters Score -257902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -257906.671875 Penalty: 1589.168091
	Iteration 24Q: 3 clusters Score -257906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -257907.734375 Penalty: 1589.168091
	Iteration 25Q: 3 clusters Score -257907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -257907.734375 Penalty: 1589.168091
	Iteration 26F: 3 clusters Score -257907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -151081.890625 Penalty: 754.861389
	Iteration 0F: 2 clusters Score -151081.9 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 1458 members 
Entering Unmasked Estep 
Score: -148872.703125 Penalty: 1509.722778
	Iteration 0F: 3 clusters Score -148872.7 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -149546.703125 Penalty: 1509.722778
	Iteration 1F: 3 clusters Score -149546.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -149707.359375 Penalty: 1509.722778
	Iteration 2F: 3 clusters Score -149707.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -149811.828125 Penalty: 1509.722778
	Iteration 3F: 3 clusters Score -149811.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -149927.890625 Penalty: 1509.722778
	Iteration 4F: 3 clusters Score -149927.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -150037.437500 Penalty: 1509.722778
	Iteration 5F: 3 clusters Score -150037.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -150133.109375 Penalty: 1509.722778
	Iteration 6Q: 3 clusters Score -150133.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -150196.718750 Penalty: 1509.722778
	Iteration 7Q: 3 clusters Score -150196.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -150254.390625 Penalty: 1509.722778
	Iteration 8Q: 3 clusters Score -150254.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -150293.312500 Penalty: 1509.722778
	Iteration 9Q: 3 clusters Score -150293.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -150313.562500 Penalty: 1509.722778
	Iteration 10Q: 3 clusters Score -150313.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -150335.890625 Penalty: 1509.722778
	Iteration 11Q: 3 clusters Score -150335.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -150363.390625 Penalty: 1509.722778
	Iteration 12Q: 3 clusters Score -150363.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -150383.937500 Penalty: 1509.722778
	Iteration 13Q: 3 clusters Score -150383.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -150399.140625 Penalty: 1509.722778
	Iteration 14Q: 3 clusters Score -150399.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -150414.125000 Penalty: 1509.722778
	Iteration 15Q: 3 clusters Score -150414.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -150433.984375 Penalty: 1509.722778
	Iteration 16Q: 3 clusters Score -150434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -150455.640625 Penalty: 1509.722778
	Iteration 17Q: 3 clusters Score -150455.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -150468.953125 Penalty: 1509.722778
	Iteration 18Q: 3 clusters Score -150469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -150478.187500 Penalty: 1509.722778
	Iteration 19Q: 3 clusters Score -150478.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -150492.343750 Penalty: 1509.722778
	Iteration 20F: 3 clusters Score -150492.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -150509.984375 Penalty: 1509.722778
	Iteration 21Q: 3 clusters Score -150510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -150519.734375 Penalty: 1509.722778
	Iteration 22Q: 3 clusters Score -150519.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -150528.937500 Penalty: 1509.722778
	Iteration 23Q: 3 clusters Score -150528.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -150535.046875 Penalty: 1509.722778
	Iteration 24Q: 3 clusters Score -150535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -150544.609375 Penalty: 1509.722778
	Iteration 25Q: 3 clusters Score -150544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -150549.109375 Penalty: 1509.722778
	Iteration 26Q: 3 clusters Score -150549.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -150556.171875 Penalty: 1509.722778
	Iteration 27Q: 3 clusters Score -150556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -150562.875000 Penalty: 1509.722778
	Iteration 28Q: 3 clusters Score -150562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -150565.015625 Penalty: 1509.722778
	Iteration 29Q: 3 clusters Score -150565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -150567.718750 Penalty: 1509.722778
	Iteration 30Q: 3 clusters Score -150567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -150570.390625 Penalty: 1509.722778
	Iteration 31Q: 3 clusters Score -150570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -150570.906250 Penalty: 1509.722778
	Iteration 32Q: 3 clusters Score -150570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -150571.125000 Penalty: 1509.722778
	Iteration 33Q: 3 clusters Score -150571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -150571.734375 Penalty: 1509.722778
	Iteration 34Q: 3 clusters Score -150571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -150571.734375 Penalty: 1509.722778
	Iteration 35F: 3 clusters Score -150571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35124 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142353 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9613 members 
Mstep: Class 10 contains 40461 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 19742 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287410 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 78628 members 
Mstep: Class 19 contains 8204 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621668.000000 Penalty: 30804.640625
Iteration 239Q: 25 clusters Score -3.862167e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35126 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142351 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9615 members 
Mstep: Class 10 contains 40447 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 19736 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 8686 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287427 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 78626 members 
Mstep: Class 19 contains 8204 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621688.000000 Penalty: 30804.640625
Iteration 240F: 25 clusters Score -3.862169e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142352 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9615 members 
Mstep: Class 10 contains 40433 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 19732 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 8686 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287443 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78627 members 
Mstep: Class 19 contains 8202 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621716.000000 Penalty: 30804.640625
Iteration 241Q: 25 clusters Score -3.862172e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142353 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9619 members 
Mstep: Class 10 contains 40426 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19727 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 8686 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287454 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78627 members 
Mstep: Class 19 contains 8201 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621692.000000 Penalty: 30804.640625
Iteration 242Q: 25 clusters Score -3.862169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142352 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9624 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19725 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 8687 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287454 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78629 members 
Mstep: Class 19 contains 8200 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621716.000000 Penalty: 30804.640625
Iteration 243Q: 25 clusters Score -3.862172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142351 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9628 members 
Mstep: Class 10 contains 40417 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19727 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287454 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78631 members 
Mstep: Class 19 contains 8198 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621728.000000 Penalty: 30804.640625
Iteration 244Q: 25 clusters Score -3.862173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142351 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9627 members 
Mstep: Class 10 contains 40410 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19729 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 287457 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78635 members 
Mstep: Class 19 contains 8196 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621716.000000 Penalty: 30804.640625
Iteration 245Q: 25 clusters Score -3.862172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142351 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9628 members 
Mstep: Class 10 contains 40404 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25228 members 
Mstep: Class 16 contains 287461 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78637 members 
Mstep: Class 19 contains 8196 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621696.000000 Penalty: 30804.640625
Iteration 246Q: 25 clusters Score -3.86217e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142352 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9631 members 
Mstep: Class 10 contains 40400 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19725 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25228 members 
Mstep: Class 16 contains 287464 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78639 members 
Mstep: Class 19 contains 8194 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4291 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621696.000000 Penalty: 30804.640625
Iteration 247Q: 25 clusters Score -3.86217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142351 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9636 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19726 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25229 members 
Mstep: Class 16 contains 287463 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78640 members 
Mstep: Class 19 contains 8192 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621688.000000 Penalty: 30804.640625
Iteration 248Q: 25 clusters Score -3.862169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142352 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9634 members 
Mstep: Class 10 contains 40392 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19727 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287464 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78643 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621716.000000 Penalty: 30804.640625
Iteration 249Q: 25 clusters Score -3.862172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142351 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9637 members 
Mstep: Class 10 contains 40387 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287464 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78647 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621696.000000 Penalty: 30804.640625
Iteration 250Q: 25 clusters Score -3.86217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9638 members 
Mstep: Class 10 contains 40386 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19729 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287464 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78648 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621696.000000 Penalty: 30804.640625
Iteration 251Q: 25 clusters Score -3.86217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142346 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9641 members 
Mstep: Class 10 contains 40386 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287464 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78648 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621676.000000 Penalty: 30804.640625
Iteration 252Q: 25 clusters Score -3.862168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142346 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 40386 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287464 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78648 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621676.000000 Penalty: 30804.640625
Iteration 253Q: 25 clusters Score -3.862168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142347 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9645 members 
Mstep: Class 10 contains 40387 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19729 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287460 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78646 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621660.000000 Penalty: 30804.640625
Iteration 254Q: 25 clusters Score -3.862166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9646 members 
Mstep: Class 10 contains 40385 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19729 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287459 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78645 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621680.000000 Penalty: 30804.640625
Iteration 255Q: 25 clusters Score -3.862168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 10 contains 40382 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19729 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287454 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78645 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621680.000000 Penalty: 30804.640625
Iteration 256Q: 25 clusters Score -3.862168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142346 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9660 members 
Mstep: Class 10 contains 40379 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287452 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78647 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621676.000000 Penalty: 30804.640625
Iteration 257Q: 25 clusters Score -3.862168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5120 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142345 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9664 members 
Mstep: Class 10 contains 40373 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287452 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621692.000000 Penalty: 30804.640625
Iteration 258Q: 25 clusters Score -3.862169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142344 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9666 members 
Mstep: Class 10 contains 40371 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287451 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621684.000000 Penalty: 30804.640625
Iteration 259Q: 25 clusters Score -3.862168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142344 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9673 members 
Mstep: Class 10 contains 40371 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8687 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287445 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621712.000000 Penalty: 30804.640625
Iteration 260F: 25 clusters Score -3.862171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142345 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9678 members 
Mstep: Class 10 contains 40371 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287438 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621692.000000 Penalty: 30804.640625
Iteration 261Q: 25 clusters Score -3.862169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142345 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9682 members 
Mstep: Class 10 contains 40372 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287434 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78648 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621672.000000 Penalty: 30804.640625
Iteration 262Q: 25 clusters Score -3.862167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142344 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9684 members 
Mstep: Class 10 contains 40370 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287437 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78646 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621688.000000 Penalty: 30804.640625
Iteration 263Q: 25 clusters Score -3.862169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142343 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9684 members 
Mstep: Class 10 contains 40369 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287438 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78646 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621708.000000 Penalty: 30804.640625
Iteration 264Q: 25 clusters Score -3.862171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142344 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9686 members 
Mstep: Class 10 contains 40367 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19727 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287438 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78646 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621696.000000 Penalty: 30804.640625
Iteration 265Q: 25 clusters Score -3.86217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142344 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9694 members 
Mstep: Class 10 contains 40365 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19725 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287434 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78646 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621700.000000 Penalty: 30804.640625
Iteration 266Q: 25 clusters Score -3.86217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35128 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142344 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9695 members 
Mstep: Class 10 contains 40362 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19722 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287438 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78647 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621676.000000 Penalty: 30804.640625
Iteration 267Q: 25 clusters Score -3.862168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142344 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9694 members 
Mstep: Class 10 contains 40358 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19722 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287441 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78647 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621684.000000 Penalty: 30804.640625
Iteration 268Q: 25 clusters Score -3.862168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142344 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9696 members 
Mstep: Class 10 contains 40356 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19723 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287440 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78648 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621668.000000 Penalty: 30804.640625
Iteration 269Q: 25 clusters Score -3.862167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142343 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9697 members 
Mstep: Class 10 contains 40356 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19722 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287440 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621664.000000 Penalty: 30804.640625
Iteration 270Q: 25 clusters Score -3.862166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142343 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9698 members 
Mstep: Class 10 contains 40356 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19721 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287440 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621660.000000 Penalty: 30804.640625
Iteration 271Q: 25 clusters Score -3.862166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142343 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9700 members 
Mstep: Class 10 contains 40355 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19719 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287441 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621656.000000 Penalty: 30804.640625
Iteration 272Q: 25 clusters Score -3.862166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142343 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9701 members 
Mstep: Class 10 contains 40357 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19715 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287442 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621644.000000 Penalty: 30804.640625
Iteration 273Q: 25 clusters Score -3.862164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142344 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9702 members 
Mstep: Class 10 contains 40354 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 19714 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287443 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621636.000000 Penalty: 30804.640625
Iteration 274Q: 25 clusters Score -3.862164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142345 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9702 members 
Mstep: Class 10 contains 40350 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 19713 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287445 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621648.000000 Penalty: 30804.640625
Iteration 275Q: 25 clusters Score -3.862165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142347 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9702 members 
Mstep: Class 10 contains 40347 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 19713 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287445 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621664.000000 Penalty: 30804.640625
Iteration 276Q: 25 clusters Score -3.862166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142347 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9703 members 
Mstep: Class 10 contains 40345 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 19713 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287444 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78651 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621676.000000 Penalty: 30804.640625
Iteration 277Q: 25 clusters Score -3.862168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142347 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9704 members 
Mstep: Class 10 contains 40343 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 19713 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287444 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78651 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621676.000000 Penalty: 30804.640625
Iteration 278Q: 25 clusters Score -3.862168e+07 nChanged 6
Entering ConstructFrom: 
Score: -38621676.000000 Penalty: 30804.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -323000.937500 Penalty: 827.383484
	Iteration 0F: 2 clusters Score -323000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -318789.562500 Penalty: 1654.766968
	Iteration 0F: 3 clusters Score -318789.6 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -320378.406250 Penalty: 1654.766968
	Iteration 1F: 3 clusters Score -320378.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -320738.062500 Penalty: 1654.766968
	Iteration 2F: 3 clusters Score -320738.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -321210.906250 Penalty: 1654.766968
	Iteration 3F: 3 clusters Score -321210.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -321726.687500 Penalty: 1654.766968
	Iteration 4F: 3 clusters Score -321726.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -322135.500000 Penalty: 1654.766968
	Iteration 5F: 3 clusters Score -322135.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -322439.843750 Penalty: 1654.766968
	Iteration 6F: 3 clusters Score -322439.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -322649.406250 Penalty: 1654.766968
	Iteration 7Q: 3 clusters Score -322649.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -322780.218750 Penalty: 1654.766968
	Iteration 8Q: 3 clusters Score -322780.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -322864.656250 Penalty: 1654.766968
	Iteration 9Q: 3 clusters Score -322864.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -322917.312500 Penalty: 1654.766968
	Iteration 10Q: 3 clusters Score -322917.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -322948.812500 Penalty: 1654.766968
	Iteration 11Q: 3 clusters Score -322948.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -322959.156250 Penalty: 1654.766968
	Iteration 12Q: 3 clusters Score -322959.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -322968.625000 Penalty: 1654.766968
	Iteration 13Q: 3 clusters Score -322968.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -322972.968750 Penalty: 1654.766968
	Iteration 14Q: 3 clusters Score -322973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -322976.656250 Penalty: 1654.766968
	Iteration 15Q: 3 clusters Score -322976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322978.531250 Penalty: 1654.766968
	Iteration 16Q: 3 clusters Score -322978.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -322979.875000 Penalty: 1654.766968
	Iteration 17Q: 3 clusters Score -322979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -322981.500000 Penalty: 1654.766968
	Iteration 18Q: 3 clusters Score -322981.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -322982.437500 Penalty: 1654.766968
	Iteration 19Q: 3 clusters Score -322982.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -322984.437500 Penalty: 1654.766968
	Iteration 20F: 3 clusters Score -322984.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -322984.468750 Penalty: 1654.766968
	Iteration 21Q: 3 clusters Score -322984.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -322984.718750 Penalty: 1654.766968
	Iteration 22Q: 3 clusters Score -322984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -322985.187500 Penalty: 1654.766968
	Iteration 23Q: 3 clusters Score -322985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -322986.093750 Penalty: 1654.766968
	Iteration 24Q: 3 clusters Score -322986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -322986.562500 Penalty: 1654.766968
	Iteration 25Q: 3 clusters Score -322986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -322986.562500 Penalty: 1654.766968
	Iteration 26F: 3 clusters Score -322986.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Entering Unmasked Estep 
Score: -2015605.875000 Penalty: 994.344360
	Iteration 0F: 2 clusters Score -2015606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1992269.125000 Penalty: 1988.688721
	Iteration 0F: 3 clusters Score -1992269 nChanged 16634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2002232.875000 Penalty: 1988.688721
	Iteration 1F: 3 clusters Score -2002233 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2003271.875000 Penalty: 1988.688721
	Iteration 2F: 3 clusters Score -2003272 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2004704.625000 Penalty: 1988.688721
	Iteration 3F: 3 clusters Score -2004705 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2006229.000000 Penalty: 1988.688721
	Iteration 4F: 3 clusters Score -2006229 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -2007624.375000 Penalty: 1988.688721
	Iteration 5F: 3 clusters Score -2007624 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -2008878.250000 Penalty: 1988.688721
	Iteration 6F: 3 clusters Score -2008878 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2009966.625000 Penalty: 1988.688721
	Iteration 7F: 3 clusters Score -2009967 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -2010886.750000 Penalty: 1988.688721
	Iteration 8Q: 3 clusters Score -2010887 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -2011616.000000 Penalty: 1988.688721
	Iteration 9Q: 3 clusters Score -2011616 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -2012256.125000 Penalty: 1988.688721
	Iteration 10Q: 3 clusters Score -2012256 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -2012840.875000 Penalty: 1988.688721
	Iteration 11Q: 3 clusters Score -2012841 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -2013333.875000 Penalty: 1988.688721
	Iteration 12Q: 3 clusters Score -2013334 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -2013751.000000 Penalty: 1988.688721
	Iteration 13Q: 3 clusters Score -2013751 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -2014077.375000 Penalty: 1988.688721
	Iteration 14Q: 3 clusters Score -2014077 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -2014304.625000 Penalty: 1988.688721
	Iteration 15Q: 3 clusters Score -2014305 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -2014441.250000 Penalty: 1988.688721
	Iteration 16Q: 3 clusters Score -2014441 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -2014534.500000 Penalty: 1988.688721
	Iteration 17Q: 3 clusters Score -2014534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -2014581.500000 Penalty: 1988.688721
	Iteration 18Q: 3 clusters Score -2014582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -2014635.000000 Penalty: 1988.688721
	Iteration 19Q: 3 clusters Score -2014635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -2014665.375000 Penalty: 1988.688721
	Iteration 20F: 3 clusters Score -2014665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -2014696.750000 Penalty: 1988.688721
	Iteration 21Q: 3 clusters Score -2014697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -2014714.875000 Penalty: 1988.688721
	Iteration 22Q: 3 clusters Score -2014715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -2014728.125000 Penalty: 1988.688721
	Iteration 23Q: 3 clusters Score -2014728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -2014734.125000 Penalty: 1988.688721
	Iteration 24Q: 3 clusters Score -2014734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -2014739.125000 Penalty: 1988.688721
	Iteration 25Q: 3 clusters Score -2014739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -2014743.125000 Penalty: 1988.688721
	Iteration 26Q: 3 clusters Score -2014743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -2014747.000000 Penalty: 1988.688721
	Iteration 27Q: 3 clusters Score -2014747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -2014751.625000 Penalty: 1988.688721
	Iteration 28Q: 3 clusters Score -2014752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -2014752.875000 Penalty: 1988.688721
	Iteration 29Q: 3 clusters Score -2014753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -2014753.000000 Penalty: 1988.688721
	Iteration 30Q: 3 clusters Score -2014753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -2014756.000000 Penalty: 1988.688721
	Iteration 31Q: 3 clusters Score -2014756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -2014756.625000 Penalty: 1988.688721
	Iteration 32Q: 3 clusters Score -2014757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -2014757.375000 Penalty: 1988.688721
	Iteration 33Q: 3 clusters Score -2014757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -2014757.625000 Penalty: 1988.688721
	Iteration 34Q: 3 clusters Score -2014758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -2014757.500000 Penalty: 1988.688721
	Iteration 35Q: 3 clusters Score -2014758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -2014757.500000 Penalty: 1988.688721
	Iteration 36F: 3 clusters Score -2014758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -246994.734375 Penalty: 811.405029
	Iteration 0F: 2 clusters Score -246994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -243307.640625 Penalty: 1622.810059
	Iteration 0F: 3 clusters Score -243307.6 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -244591.484375 Penalty: 1622.810059
	Iteration 1F: 3 clusters Score -244591.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -244803.187500 Penalty: 1622.810059
	Iteration 2F: 3 clusters Score -244803.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -245051.453125 Penalty: 1622.810059
	Iteration 3F: 3 clusters Score -245051.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -245341.015625 Penalty: 1622.810059
	Iteration 4F: 3 clusters Score -245341 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -245600.468750 Penalty: 1622.810059
	Iteration 5F: 3 clusters Score -245600.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -245840.031250 Penalty: 1622.810059
	Iteration 6F: 3 clusters Score -245840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -246026.859375 Penalty: 1622.810059
	Iteration 7Q: 3 clusters Score -246026.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -246142.453125 Penalty: 1622.810059
	Iteration 8Q: 3 clusters Score -246142.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -246241.765625 Penalty: 1622.810059
	Iteration 9Q: 3 clusters Score -246241.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -246321.078125 Penalty: 1622.810059
	Iteration 10Q: 3 clusters Score -246321.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -246383.375000 Penalty: 1622.810059
	Iteration 11Q: 3 clusters Score -246383.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -246425.093750 Penalty: 1622.810059
	Iteration 12Q: 3 clusters Score -246425.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -246459.609375 Penalty: 1622.810059
	Iteration 13Q: 3 clusters Score -246459.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -246496.875000 Penalty: 1622.810059
	Iteration 14Q: 3 clusters Score -246496.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -246516.812500 Penalty: 1622.810059
	Iteration 15Q: 3 clusters Score -246516.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -246531.656250 Penalty: 1622.810059
	Iteration 16Q: 3 clusters Score -246531.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -246545.953125 Penalty: 1622.810059
	Iteration 17Q: 3 clusters Score -246546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -246558.531250 Penalty: 1622.810059
	Iteration 18Q: 3 clusters Score -246558.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -246569.796875 Penalty: 1622.810059
	Iteration 19Q: 3 clusters Score -246569.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -246580.234375 Penalty: 1622.810059
	Iteration 20F: 3 clusters Score -246580.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -246588.000000 Penalty: 1622.810059
	Iteration 21Q: 3 clusters Score -246588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -246594.312500 Penalty: 1622.810059
	Iteration 22Q: 3 clusters Score -246594.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -246599.953125 Penalty: 1622.810059
	Iteration 23Q: 3 clusters Score -246600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -246604.015625 Penalty: 1622.810059
	Iteration 24Q: 3 clusters Score -246604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -246607.093750 Penalty: 1622.810059
	Iteration 25Q: 3 clusters Score -246607.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -246610.578125 Penalty: 1622.810059
	Iteration 26Q: 3 clusters Score -246610.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -246614.234375 Penalty: 1622.810059
	Iteration 27Q: 3 clusters Score -246614.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -246618.203125 Penalty: 1622.810059
	Iteration 28Q: 3 clusters Score -246618.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -246621.062500 Penalty: 1622.810059
	Iteration 29Q: 3 clusters Score -246621.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -246624.015625 Penalty: 1622.810059
	Iteration 30Q: 3 clusters Score -246624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -246627.046875 Penalty: 1622.810059
	Iteration 31Q: 3 clusters Score -246627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -246628.828125 Penalty: 1622.810059
	Iteration 32Q: 3 clusters Score -246628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -246630.812500 Penalty: 1622.810059
	Iteration 33Q: 3 clusters Score -246630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -246631.906250 Penalty: 1622.810059
	Iteration 34Q: 3 clusters Score -246631.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -246632.968750 Penalty: 1622.810059
	Iteration 35Q: 3 clusters Score -246633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -246633.609375 Penalty: 1622.810059
	Iteration 36Q: 3 clusters Score -246633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -246633.828125 Penalty: 1622.810059
	Iteration 37Q: 3 clusters Score -246633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -246634.359375 Penalty: 1622.810059
	Iteration 38Q: 3 clusters Score -246634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -246634.718750 Penalty: 1622.810059
	Iteration 39Q: 3 clusters Score -246634.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -246635.156250 Penalty: 1622.810059
	Iteration 40F: 3 clusters Score -246635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -246635.484375 Penalty: 1622.810059
	Iteration 41Q: 3 clusters Score -246635.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -246635.750000 Penalty: 1622.810059
	Iteration 42Q: 3 clusters Score -246635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -246636.859375 Penalty: 1622.810059
	Iteration 43Q: 3 clusters Score -246636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -246636.500000 Penalty: 1622.810059
	Iteration 44Q: 3 clusters Score -246636.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -246636.859375 Penalty: 1622.810059
	Iteration 45Q: 3 clusters Score -246636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -246636.953125 Penalty: 1622.810059
	Iteration 46Q: 3 clusters Score -246637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -246637.062500 Penalty: 1622.810059
	Iteration 47Q: 3 clusters Score -246637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -246637.062500 Penalty: 1622.810059
	Iteration 48F: 3 clusters Score -246637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -208408.625000 Penalty: 789.020935
	Iteration 0F: 2 clusters Score -208408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -205474.906250 Penalty: 1578.041870
	Iteration 0F: 3 clusters Score -205474.9 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -206480.375000 Penalty: 1578.041870
	Iteration 1F: 3 clusters Score -206480.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -206644.546875 Penalty: 1578.041870
	Iteration 2F: 3 clusters Score -206644.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -206776.203125 Penalty: 1578.041870
	Iteration 3F: 3 clusters Score -206776.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -206899.484375 Penalty: 1578.041870
	Iteration 4F: 3 clusters Score -206899.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -207013.562500 Penalty: 1578.041870
	Iteration 5Q: 3 clusters Score -207013.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -207128.796875 Penalty: 1578.041870
	Iteration 6Q: 3 clusters Score -207128.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -207249.843750 Penalty: 1578.041870
	Iteration 7Q: 3 clusters Score -207249.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -207336.375000 Penalty: 1578.041870
	Iteration 8Q: 3 clusters Score -207336.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -207442.078125 Penalty: 1578.041870
	Iteration 9Q: 3 clusters Score -207442.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -207538.578125 Penalty: 1578.041870
	Iteration 10Q: 3 clusters Score -207538.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -207623.625000 Penalty: 1578.041870
	Iteration 11Q: 3 clusters Score -207623.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -207699.718750 Penalty: 1578.041870
	Iteration 12Q: 3 clusters Score -207699.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -207745.890625 Penalty: 1578.041870
	Iteration 13Q: 3 clusters Score -207745.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -207784.500000 Penalty: 1578.041870
	Iteration 14Q: 3 clusters Score -207784.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -207811.765625 Penalty: 1578.041870
	Iteration 15Q: 3 clusters Score -207811.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -207828.375000 Penalty: 1578.041870
	Iteration 16Q: 3 clusters Score -207828.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -207846.859375 Penalty: 1578.041870
	Iteration 17Q: 3 clusters Score -207846.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -207865.421875 Penalty: 1578.041870
	Iteration 18Q: 3 clusters Score -207865.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -207884.812500 Penalty: 1578.041870
	Iteration 19Q: 3 clusters Score -207884.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -207900.250000 Penalty: 1578.041870
	Iteration 20F: 3 clusters Score -207900.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -207909.265625 Penalty: 1578.041870
	Iteration 21Q: 3 clusters Score -207909.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -207918.234375 Penalty: 1578.041870
	Iteration 22Q: 3 clusters Score -207918.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -207931.671875 Penalty: 1578.041870
	Iteration 23Q: 3 clusters Score -207931.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -207954.546875 Penalty: 1578.041870
	Iteration 24Q: 3 clusters Score -207954.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -207984.437500 Penalty: 1578.041870
	Iteration 25Q: 3 clusters Score -207984.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -208030.546875 Penalty: 1578.041870
	Iteration 26Q: 3 clusters Score -208030.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -208066.265625 Penalty: 1578.041870
	Iteration 27Q: 3 clusters Score -208066.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -208104.671875 Penalty: 1578.041870
	Iteration 28Q: 3 clusters Score -208104.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -208138.093750 Penalty: 1578.041870
	Iteration 29Q: 3 clusters Score -208138.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -208170.703125 Penalty: 1578.041870
	Iteration 30Q: 3 clusters Score -208170.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -208196.625000 Penalty: 1578.041870
	Iteration 31Q: 3 clusters Score -208196.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -208209.796875 Penalty: 1578.041870
	Iteration 32Q: 3 clusters Score -208209.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -208218.531250 Penalty: 1578.041870
	Iteration 33Q: 3 clusters Score -208218.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -208223.062500 Penalty: 1578.041870
	Iteration 34Q: 3 clusters Score -208223.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -208226.656250 Penalty: 1578.041870
	Iteration 35Q: 3 clusters Score -208226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -208229.093750 Penalty: 1578.041870
	Iteration 36Q: 3 clusters Score -208229.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -208231.328125 Penalty: 1578.041870
	Iteration 37Q: 3 clusters Score -208231.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -208232.468750 Penalty: 1578.041870
	Iteration 38Q: 3 clusters Score -208232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -208235.390625 Penalty: 1578.041870
	Iteration 39Q: 3 clusters Score -208235.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -208237.203125 Penalty: 1578.041870
	Iteration 40F: 3 clusters Score -208237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -208237.468750 Penalty: 1578.041870
	Iteration 41Q: 3 clusters Score -208237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -208238.359375 Penalty: 1578.041870
	Iteration 42Q: 3 clusters Score -208238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -208238.828125 Penalty: 1578.041870
	Iteration 43Q: 3 clusters Score -208238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -208239.125000 Penalty: 1578.041870
	Iteration 44Q: 3 clusters Score -208239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -208239.234375 Penalty: 1578.041870
	Iteration 45Q: 3 clusters Score -208239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -208239.312500 Penalty: 1578.041870
	Iteration 46Q: 3 clusters Score -208239.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -208239.312500 Penalty: 1578.041870
	Iteration 47F: 3 clusters Score -208239.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (142348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Entering Unmasked Estep 
Score: -7724548.500000 Penalty: 1127.272827
	Iteration 0F: 2 clusters Score -7724548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -7628387.500000 Penalty: 2254.545654
	Iteration 0F: 3 clusters Score -7628388 nChanged 69239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -7669946.500000 Penalty: 2254.545654
	Iteration 1F: 3 clusters Score -7669946 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -7671691.500000 Penalty: 2254.545654
	Iteration 2Q: 3 clusters Score -7671692 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -7674905.500000 Penalty: 2254.545654
	Iteration 3F: 3 clusters Score -7674906 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -7680110.500000 Penalty: 2254.545654
	Iteration 4F: 3 clusters Score -7680110 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -7687357.000000 Penalty: 2254.545654
	Iteration 5F: 3 clusters Score -7687357 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112122 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -7696108.500000 Penalty: 2254.545654
	Iteration 6F: 3 clusters Score -7696108 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122064 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -7704940.500000 Penalty: 2254.545654
	Iteration 7F: 3 clusters Score -7704940 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130274 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -7712377.500000 Penalty: 2254.545654
	Iteration 8F: 3 clusters Score -7712378 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136238 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -7718070.500000 Penalty: 2254.545654
	Iteration 9Q: 3 clusters Score -7718070 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7721318.000000 Penalty: 2254.545654
	Iteration 10Q: 3 clusters Score -7721318 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141319 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7722765.000000 Penalty: 2254.545654
	Iteration 11Q: 3 clusters Score -7722765 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141861 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7723296.000000 Penalty: 2254.545654
	Iteration 12Q: 3 clusters Score -7723296 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142034 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7723488.000000 Penalty: 2254.545654
	Iteration 13Q: 3 clusters Score -7723488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142061 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7723577.000000 Penalty: 2254.545654
	Iteration 14Q: 3 clusters Score -7723577 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7723628.000000 Penalty: 2254.545654
	Iteration 15Q: 3 clusters Score -7723628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142038 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7723686.000000 Penalty: 2254.545654
	Iteration 16Q: 3 clusters Score -7723686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7723707.000000 Penalty: 2254.545654
	Iteration 17Q: 3 clusters Score -7723707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142011 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7723753.000000 Penalty: 2254.545654
	Iteration 18Q: 3 clusters Score -7723753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141990 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7723775.500000 Penalty: 2254.545654
	Iteration 19Q: 3 clusters Score -7723776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141972 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7723807.000000 Penalty: 2254.545654
	Iteration 20F: 3 clusters Score -7723807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141948 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7723805.500000 Penalty: 2254.545654
	Iteration 21Q: 3 clusters Score -7723806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141924 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7723838.000000 Penalty: 2254.545654
	Iteration 22Q: 3 clusters Score -7723838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141901 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7723865.500000 Penalty: 2254.545654
	Iteration 23Q: 3 clusters Score -7723866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141878 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7723882.000000 Penalty: 2254.545654
	Iteration 24Q: 3 clusters Score -7723882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7723903.000000 Penalty: 2254.545654
	Iteration 25Q: 3 clusters Score -7723903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141823 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7723937.500000 Penalty: 2254.545654
	Iteration 26Q: 3 clusters Score -7723938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141790 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7723968.000000 Penalty: 2254.545654
	Iteration 27Q: 3 clusters Score -7723968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141750 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7724004.500000 Penalty: 2254.545654
	Iteration 28Q: 3 clusters Score -7724004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7724024.500000 Penalty: 2254.545654
	Iteration 29Q: 3 clusters Score -7724024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141712 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7724060.500000 Penalty: 2254.545654
	Iteration 30Q: 3 clusters Score -7724060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141675 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7724072.500000 Penalty: 2254.545654
	Iteration 31Q: 3 clusters Score -7724072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141655 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7724086.000000 Penalty: 2254.545654
	Iteration 32Q: 3 clusters Score -7724086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7724126.000000 Penalty: 2254.545654
	Iteration 33Q: 3 clusters Score -7724126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141608 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7724128.500000 Penalty: 2254.545654
	Iteration 34Q: 3 clusters Score -7724128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7724149.000000 Penalty: 2254.545654
	Iteration 35Q: 3 clusters Score -7724149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141560 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7724171.000000 Penalty: 2254.545654
	Iteration 36Q: 3 clusters Score -7724171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7724202.000000 Penalty: 2254.545654
	Iteration 37Q: 3 clusters Score -7724202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141521 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7724233.000000 Penalty: 2254.545654
	Iteration 38Q: 3 clusters Score -7724233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141488 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7724244.500000 Penalty: 2254.545654
	Iteration 39Q: 3 clusters Score -7724244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141471 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7724272.500000 Penalty: 2254.545654
	Iteration 40F: 3 clusters Score -7724272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141437 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7724308.500000 Penalty: 2254.545654
	Iteration 41Q: 3 clusters Score -7724308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141390 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7724350.000000 Penalty: 2254.545654
	Iteration 42Q: 3 clusters Score -7724350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141341 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7724386.500000 Penalty: 2254.545654
	Iteration 43Q: 3 clusters Score -7724386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7724433.500000 Penalty: 2254.545654
	Iteration 44Q: 3 clusters Score -7724434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141290 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7724430.500000 Penalty: 2254.545654
	Iteration 45Q: 3 clusters Score -7724430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141271 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7724447.500000 Penalty: 2254.545654
	Iteration 46Q: 3 clusters Score -7724448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141253 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7724462.500000 Penalty: 2254.545654
	Iteration 47Q: 3 clusters Score -7724462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7724475.000000 Penalty: 2254.545654
	Iteration 48Q: 3 clusters Score -7724475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141213 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7724482.500000 Penalty: 2254.545654
	Iteration 49Q: 3 clusters Score -7724482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141197 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7724484.000000 Penalty: 2254.545654
	Iteration 50Q: 3 clusters Score -7724484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141188 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7724487.500000 Penalty: 2254.545654
	Iteration 51Q: 3 clusters Score -7724488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141181 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7724493.500000 Penalty: 2254.545654
	Iteration 52Q: 3 clusters Score -7724494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141174 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7724494.000000 Penalty: 2254.545654
	Iteration 53Q: 3 clusters Score -7724494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141164 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7724495.500000 Penalty: 2254.545654
	Iteration 54Q: 3 clusters Score -7724496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141158 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7724495.500000 Penalty: 2254.545654
	Iteration 55Q: 3 clusters Score -7724496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7724494.500000 Penalty: 2254.545654
	Iteration 56Q: 3 clusters Score -7724494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141144 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7724495.000000 Penalty: 2254.545654
	Iteration 57Q: 3 clusters Score -7724495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141133 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7724505.000000 Penalty: 2254.545654
	Iteration 58Q: 3 clusters Score -7724505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141129 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7724505.500000 Penalty: 2254.545654
	Iteration 59Q: 3 clusters Score -7724506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141125 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7724505.500000 Penalty: 2254.545654
	Iteration 60F: 3 clusters Score -7724506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141123 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7724511.000000 Penalty: 2254.545654
	Iteration 61Q: 3 clusters Score -7724511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141123 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7724511.000000 Penalty: 2254.545654
	Iteration 62F: 3 clusters Score -7724511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -187694.671875 Penalty: 784.550171
	Iteration 0F: 2 clusters Score -187694.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -184816.140625 Penalty: 1569.100342
	Iteration 0F: 3 clusters Score -184816.1 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -185865.296875 Penalty: 1569.100342
	Iteration 1F: 3 clusters Score -185865.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -186325.562500 Penalty: 1569.100342
	Iteration 2F: 3 clusters Score -186325.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -186758.437500 Penalty: 1569.100342
	Iteration 3F: 3 clusters Score -186758.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -187029.562500 Penalty: 1569.100342
	Iteration 4F: 3 clusters Score -187029.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -187144.796875 Penalty: 1569.100342
	Iteration 5Q: 3 clusters Score -187144.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -187193.109375 Penalty: 1569.100342
	Iteration 6Q: 3 clusters Score -187193.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -187212.750000 Penalty: 1569.100342
	Iteration 7Q: 3 clusters Score -187212.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -187223.906250 Penalty: 1569.100342
	Iteration 8Q: 3 clusters Score -187223.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -187233.250000 Penalty: 1569.100342
	Iteration 9Q: 3 clusters Score -187233.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -187241.031250 Penalty: 1569.100342
	Iteration 10Q: 3 clusters Score -187241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -187245.781250 Penalty: 1569.100342
	Iteration 11Q: 3 clusters Score -187245.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -187251.578125 Penalty: 1569.100342
	Iteration 12Q: 3 clusters Score -187251.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -187255.515625 Penalty: 1569.100342
	Iteration 13Q: 3 clusters Score -187255.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -187259.046875 Penalty: 1569.100342
	Iteration 14Q: 3 clusters Score -187259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -187262.765625 Penalty: 1569.100342
	Iteration 15Q: 3 clusters Score -187262.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -187267.281250 Penalty: 1569.100342
	Iteration 16Q: 3 clusters Score -187267.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -187270.312500 Penalty: 1569.100342
	Iteration 17Q: 3 clusters Score -187270.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -187274.359375 Penalty: 1569.100342
	Iteration 18Q: 3 clusters Score -187274.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -187276.406250 Penalty: 1569.100342
	Iteration 19Q: 3 clusters Score -187276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -187279.500000 Penalty: 1569.100342
	Iteration 20F: 3 clusters Score -187279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -187282.781250 Penalty: 1569.100342
	Iteration 21Q: 3 clusters Score -187282.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -187285.828125 Penalty: 1569.100342
	Iteration 22Q: 3 clusters Score -187285.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -187290.390625 Penalty: 1569.100342
	Iteration 23Q: 3 clusters Score -187290.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -187293.296875 Penalty: 1569.100342
	Iteration 24Q: 3 clusters Score -187293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -187296.640625 Penalty: 1569.100342
	Iteration 25Q: 3 clusters Score -187296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -187298.421875 Penalty: 1569.100342
	Iteration 26Q: 3 clusters Score -187298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -187299.609375 Penalty: 1569.100342
	Iteration 27Q: 3 clusters Score -187299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -187301.203125 Penalty: 1569.100342
	Iteration 28Q: 3 clusters Score -187301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -187304.937500 Penalty: 1569.100342
	Iteration 29Q: 3 clusters Score -187304.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -187312.296875 Penalty: 1569.100342
	Iteration 30Q: 3 clusters Score -187312.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -187318.468750 Penalty: 1569.100342
	Iteration 31Q: 3 clusters Score -187318.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -187324.671875 Penalty: 1569.100342
	Iteration 32Q: 3 clusters Score -187324.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -187327.296875 Penalty: 1569.100342
	Iteration 33Q: 3 clusters Score -187327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -187328.546875 Penalty: 1569.100342
	Iteration 34Q: 3 clusters Score -187328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -187329.171875 Penalty: 1569.100342
	Iteration 35Q: 3 clusters Score -187329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -187329.531250 Penalty: 1569.100342
	Iteration 36Q: 3 clusters Score -187329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -187329.531250 Penalty: 1569.100342
	Iteration 37F: 3 clusters Score -187329.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Entering Unmasked Estep 
Score: -710164.437500 Penalty: 901.198914
	Iteration 0F: 2 clusters Score -710164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -701272.250000 Penalty: 1802.397827
	Iteration 0F: 3 clusters Score -701272.2 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -704425.375000 Penalty: 1802.397827
	Iteration 1F: 3 clusters Score -704425.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -704653.750000 Penalty: 1802.397827
	Iteration 2Q: 3 clusters Score -704653.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -704948.250000 Penalty: 1802.397827
	Iteration 3F: 3 clusters Score -704948.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -705315.187500 Penalty: 1802.397827
	Iteration 4F: 3 clusters Score -705315.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -705801.125000 Penalty: 1802.397827
	Iteration 5F: 3 clusters Score -705801.1 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -706399.812500 Penalty: 1802.397827
	Iteration 6F: 3 clusters Score -706399.8 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -707024.562500 Penalty: 1802.397827
	Iteration 7F: 3 clusters Score -707024.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -707711.812500 Penalty: 1802.397827
	Iteration 8F: 3 clusters Score -707711.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -708401.187500 Penalty: 1802.397827
	Iteration 9Q: 3 clusters Score -708401.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -708905.375000 Penalty: 1802.397827
	Iteration 10Q: 3 clusters Score -708905.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -709099.375000 Penalty: 1802.397827
	Iteration 11Q: 3 clusters Score -709099.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -709182.250000 Penalty: 1802.397827
	Iteration 12Q: 3 clusters Score -709182.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -709231.875000 Penalty: 1802.397827
	Iteration 13Q: 3 clusters Score -709231.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -709271.125000 Penalty: 1802.397827
	Iteration 14Q: 3 clusters Score -709271.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -709302.187500 Penalty: 1802.397827
	Iteration 15Q: 3 clusters Score -709302.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -709322.812500 Penalty: 1802.397827
	Iteration 16Q: 3 clusters Score -709322.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -709335.187500 Penalty: 1802.397827
	Iteration 17Q: 3 clusters Score -709335.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -709344.000000 Penalty: 1802.397827
	Iteration 18Q: 3 clusters Score -709344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -709358.375000 Penalty: 1802.397827
	Iteration 19Q: 3 clusters Score -709358.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -709370.812500 Penalty: 1802.397827
	Iteration 20F: 3 clusters Score -709370.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -709386.625000 Penalty: 1802.397827
	Iteration 21Q: 3 clusters Score -709386.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -709396.750000 Penalty: 1802.397827
	Iteration 22Q: 3 clusters Score -709396.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -709404.750000 Penalty: 1802.397827
	Iteration 23Q: 3 clusters Score -709404.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -709413.250000 Penalty: 1802.397827
	Iteration 24Q: 3 clusters Score -709413.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -709420.125000 Penalty: 1802.397827
	Iteration 25Q: 3 clusters Score -709420.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -709426.312500 Penalty: 1802.397827
	Iteration 26Q: 3 clusters Score -709426.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -709431.125000 Penalty: 1802.397827
	Iteration 27Q: 3 clusters Score -709431.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -709435.687500 Penalty: 1802.397827
	Iteration 28Q: 3 clusters Score -709435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -709438.125000 Penalty: 1802.397827
	Iteration 29Q: 3 clusters Score -709438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -709440.437500 Penalty: 1802.397827
	Iteration 30Q: 3 clusters Score -709440.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -709441.562500 Penalty: 1802.397827
	Iteration 31Q: 3 clusters Score -709441.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -709445.375000 Penalty: 1802.397827
	Iteration 32Q: 3 clusters Score -709445.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -709447.812500 Penalty: 1802.397827
	Iteration 33Q: 3 clusters Score -709447.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -709449.375000 Penalty: 1802.397827
	Iteration 34Q: 3 clusters Score -709449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -709450.875000 Penalty: 1802.397827
	Iteration 35Q: 3 clusters Score -709450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -709450.875000 Penalty: 1802.397827
	Iteration 36Q: 3 clusters Score -709450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -709451.000000 Penalty: 1802.397827
	Iteration 37Q: 3 clusters Score -709451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -709451.000000 Penalty: 1802.397827
	Iteration 38F: 3 clusters Score -709451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -349079.062500 Penalty: 834.131042
	Iteration 0F: 2 clusters Score -349079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -344566.406250 Penalty: 1668.262085
	Iteration 0F: 3 clusters Score -344566.4 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -346217.937500 Penalty: 1668.262085
	Iteration 1F: 3 clusters Score -346217.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -346490.156250 Penalty: 1668.262085
	Iteration 2F: 3 clusters Score -346490.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -346745.625000 Penalty: 1668.262085
	Iteration 3F: 3 clusters Score -346745.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -346966.062500 Penalty: 1668.262085
	Iteration 4F: 3 clusters Score -346966.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -347165.781250 Penalty: 1668.262085
	Iteration 5Q: 3 clusters Score -347165.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -347329.312500 Penalty: 1668.262085
	Iteration 6Q: 3 clusters Score -347329.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -347451.125000 Penalty: 1668.262085
	Iteration 7Q: 3 clusters Score -347451.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -347568.250000 Penalty: 1668.262085
	Iteration 8Q: 3 clusters Score -347568.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -347670.812500 Penalty: 1668.262085
	Iteration 9Q: 3 clusters Score -347670.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -347759.906250 Penalty: 1668.262085
	Iteration 10Q: 3 clusters Score -347759.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -347828.187500 Penalty: 1668.262085
	Iteration 11Q: 3 clusters Score -347828.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -347890.968750 Penalty: 1668.262085
	Iteration 12Q: 3 clusters Score -347891 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -347949.937500 Penalty: 1668.262085
	Iteration 13Q: 3 clusters Score -347949.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -348009.062500 Penalty: 1668.262085
	Iteration 14Q: 3 clusters Score -348009.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -348096.968750 Penalty: 1668.262085
	Iteration 15Q: 3 clusters Score -348097 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -348197.218750 Penalty: 1668.262085
	Iteration 16Q: 3 clusters Score -348197.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -348339.562500 Penalty: 1668.262085
	Iteration 17Q: 3 clusters Score -348339.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -348517.062500 Penalty: 1668.262085
	Iteration 18Q: 3 clusters Score -348517.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -348747.656250 Penalty: 1668.262085
	Iteration 19Q: 3 clusters Score -348747.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -348943.843750 Penalty: 1668.262085
	Iteration 20F: 3 clusters Score -348943.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -349043.375000 Penalty: 1668.262085
	Iteration 21Q: 3 clusters Score -349043.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -349098.468750 Penalty: 1668.262085
	Iteration 22Q: 3 clusters Score -349098.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -349127.343750 Penalty: 1668.262085
	Iteration 23Q: 3 clusters Score -349127.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -349140.625000 Penalty: 1668.262085
	Iteration 24Q: 3 clusters Score -349140.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -349151.531250 Penalty: 1668.262085
	Iteration 25Q: 3 clusters Score -349151.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -349157.625000 Penalty: 1668.262085
	Iteration 26Q: 3 clusters Score -349157.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -349160.218750 Penalty: 1668.262085
	Iteration 27Q: 3 clusters Score -349160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -349163.187500 Penalty: 1668.262085
	Iteration 28Q: 3 clusters Score -349163.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -349165.000000 Penalty: 1668.262085
	Iteration 29Q: 3 clusters Score -349165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -349165.093750 Penalty: 1668.262085
	Iteration 30Q: 3 clusters Score -349165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -349164.906250 Penalty: 1668.262085
	Iteration 31Q: 3 clusters Score -349164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -349166.375000 Penalty: 1668.262085
	Iteration 32Q: 3 clusters Score -349166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -349168.281250 Penalty: 1668.262085
	Iteration 33Q: 3 clusters Score -349168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -349170.312500 Penalty: 1668.262085
	Iteration 34Q: 3 clusters Score -349170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -349170.781250 Penalty: 1668.262085
	Iteration 35Q: 3 clusters Score -349170.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -349173.218750 Penalty: 1668.262085
	Iteration 36Q: 3 clusters Score -349173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -349174.531250 Penalty: 1668.262085
	Iteration 37Q: 3 clusters Score -349174.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -349175.000000 Penalty: 1668.262085
	Iteration 38Q: 3 clusters Score -349175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -349175.093750 Penalty: 1668.262085
	Iteration 39Q: 3 clusters Score -349175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -349175.968750 Penalty: 1668.262085
	Iteration 40F: 3 clusters Score -349176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -349176.937500 Penalty: 1668.262085
	Iteration 41Q: 3 clusters Score -349176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -349177.250000 Penalty: 1668.262085
	Iteration 42Q: 3 clusters Score -349177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -349179.062500 Penalty: 1668.262085
	Iteration 43Q: 3 clusters Score -349179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -349181.156250 Penalty: 1668.262085
	Iteration 44Q: 3 clusters Score -349181.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -349182.812500 Penalty: 1668.262085
	Iteration 45Q: 3 clusters Score -349182.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -349184.312500 Penalty: 1668.262085
	Iteration 46Q: 3 clusters Score -349184.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -349185.312500 Penalty: 1668.262085
	Iteration 47Q: 3 clusters Score -349185.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -349186.875000 Penalty: 1668.262085
	Iteration 48Q: 3 clusters Score -349186.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -349188.406250 Penalty: 1668.262085
	Iteration 49Q: 3 clusters Score -349188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -349190.937500 Penalty: 1668.262085
	Iteration 50Q: 3 clusters Score -349190.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -349191.937500 Penalty: 1668.262085
	Iteration 51Q: 3 clusters Score -349191.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -349193.281250 Penalty: 1668.262085
	Iteration 52Q: 3 clusters Score -349193.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -349193.593750 Penalty: 1668.262085
	Iteration 53Q: 3 clusters Score -349193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -349193.843750 Penalty: 1668.262085
	Iteration 54Q: 3 clusters Score -349193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -349194.062500 Penalty: 1668.262085
	Iteration 55Q: 3 clusters Score -349194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -349195.218750 Penalty: 1668.262085
	Iteration 56Q: 3 clusters Score -349195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -349195.687500 Penalty: 1668.262085
	Iteration 57Q: 3 clusters Score -349195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -349196.218750 Penalty: 1668.262085
	Iteration 58Q: 3 clusters Score -349196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -349197.125000 Penalty: 1668.262085
	Iteration 59Q: 3 clusters Score -349197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -349196.062500 Penalty: 1668.262085
	Iteration 60F: 3 clusters Score -349196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -349197.312500 Penalty: 1668.262085
	Iteration 61Q: 3 clusters Score -349197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -349197.875000 Penalty: 1668.262085
	Iteration 62Q: 3 clusters Score -349197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -349197.250000 Penalty: 1668.262085
	Iteration 63Q: 3 clusters Score -349197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -349197.468750 Penalty: 1668.262085
	Iteration 64Q: 3 clusters Score -349197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -349197.156250 Penalty: 1668.262085
	Iteration 65Q: 3 clusters Score -349197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -349197.156250 Penalty: 1668.262085
	Iteration 66F: 3 clusters Score -349197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 4141 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 10 contains 40340 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 19714 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287442 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Mstep: Class 25 contains 2364 members 
Entering Unmasked Estep 
Score: -38621320.000000 Penalty: 32088.166016
Splitting cluster 8 changes total score from -38621676.000000 to -38621320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Entering Unmasked Estep 
Score: -557664.375000 Penalty: 872.137634
	Iteration 0F: 2 clusters Score -557664.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -551083.062500 Penalty: 1744.275269
	Iteration 0F: 3 clusters Score -551083.1 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -553410.312500 Penalty: 1744.275269
	Iteration 1F: 3 clusters Score -553410.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -553642.937500 Penalty: 1744.275269
	Iteration 2F: 3 clusters Score -553642.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -553919.125000 Penalty: 1744.275269
	Iteration 3F: 3 clusters Score -553919.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -554229.750000 Penalty: 1744.275269
	Iteration 4F: 3 clusters Score -554229.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -554622.937500 Penalty: 1744.275269
	Iteration 5F: 3 clusters Score -554622.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -555101.250000 Penalty: 1744.275269
	Iteration 6F: 3 clusters Score -555101.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -555630.562500 Penalty: 1744.275269
	Iteration 7F: 3 clusters Score -555630.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -556095.125000 Penalty: 1744.275269
	Iteration 8Q: 3 clusters Score -556095.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -556426.000000 Penalty: 1744.275269
	Iteration 9Q: 3 clusters Score -556426 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -556625.812500 Penalty: 1744.275269
	Iteration 10Q: 3 clusters Score -556625.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -556721.687500 Penalty: 1744.275269
	Iteration 11Q: 3 clusters Score -556721.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -556773.250000 Penalty: 1744.275269
	Iteration 12Q: 3 clusters Score -556773.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -556818.187500 Penalty: 1744.275269
	Iteration 13Q: 3 clusters Score -556818.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -556843.375000 Penalty: 1744.275269
	Iteration 14Q: 3 clusters Score -556843.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -556863.437500 Penalty: 1744.275269
	Iteration 15Q: 3 clusters Score -556863.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -556880.000000 Penalty: 1744.275269
	Iteration 16Q: 3 clusters Score -556880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -556900.625000 Penalty: 1744.275269
	Iteration 17Q: 3 clusters Score -556900.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -556911.187500 Penalty: 1744.275269
	Iteration 18Q: 3 clusters Score -556911.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -556919.687500 Penalty: 1744.275269
	Iteration 19Q: 3 clusters Score -556919.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -556928.062500 Penalty: 1744.275269
	Iteration 20F: 3 clusters Score -556928.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -556931.875000 Penalty: 1744.275269
	Iteration 21Q: 3 clusters Score -556931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -556935.000000 Penalty: 1744.275269
	Iteration 22Q: 3 clusters Score -556935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -556936.062500 Penalty: 1744.275269
	Iteration 23Q: 3 clusters Score -556936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -556936.625000 Penalty: 1744.275269
	Iteration 24Q: 3 clusters Score -556936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -556939.000000 Penalty: 1744.275269
	Iteration 25Q: 3 clusters Score -556939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -556940.062500 Penalty: 1744.275269
	Iteration 26Q: 3 clusters Score -556940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -556940.062500 Penalty: 1744.275269
	Iteration 27Q: 3 clusters Score -556940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -556940.062500 Penalty: 1744.275269
	Iteration 28F: 3 clusters Score -556940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Entering Unmasked Estep 
Score: -2016586.500000 Penalty: 1007.484375
	Iteration 0F: 2 clusters Score -2016586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -1989621.250000 Penalty: 2014.968750
	Iteration 0F: 3 clusters Score -1989621 nChanged 19142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2000903.000000 Penalty: 2014.968750
	Iteration 1F: 3 clusters Score -2000903 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2001339.125000 Penalty: 2014.968750
	Iteration 2Q: 3 clusters Score -2001339 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2001828.500000 Penalty: 2014.968750
	Iteration 3Q: 3 clusters Score -2001828 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2002417.375000 Penalty: 2014.968750
	Iteration 4Q: 3 clusters Score -2002417 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2003129.250000 Penalty: 2014.968750
	Iteration 5Q: 3 clusters Score -2003129 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2003884.875000 Penalty: 2014.968750
	Iteration 6Q: 3 clusters Score -2003885 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2004741.375000 Penalty: 2014.968750
	Iteration 7Q: 3 clusters Score -2004741 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2005855.750000 Penalty: 2014.968750
	Iteration 8Q: 3 clusters Score -2005856 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2007323.000000 Penalty: 2014.968750
	Iteration 9Q: 3 clusters Score -2007323 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2008899.625000 Penalty: 2014.968750
	Iteration 10Q: 3 clusters Score -2008900 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2010024.500000 Penalty: 2014.968750
	Iteration 11Q: 3 clusters Score -2010024 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2010632.250000 Penalty: 2014.968750
	Iteration 12Q: 3 clusters Score -2010632 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2011009.125000 Penalty: 2014.968750
	Iteration 13Q: 3 clusters Score -2011009 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2011327.125000 Penalty: 2014.968750
	Iteration 14Q: 3 clusters Score -2011327 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2011583.750000 Penalty: 2014.968750
	Iteration 15Q: 3 clusters Score -2011584 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2011822.000000 Penalty: 2014.968750
	Iteration 16Q: 3 clusters Score -2011822 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2012011.875000 Penalty: 2014.968750
	Iteration 17Q: 3 clusters Score -2012012 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2012182.375000 Penalty: 2014.968750
	Iteration 18Q: 3 clusters Score -2012182 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2012379.125000 Penalty: 2014.968750
	Iteration 19Q: 3 clusters Score -2012379 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2012562.625000 Penalty: 2014.968750
	Iteration 20F: 3 clusters Score -2012563 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2012734.125000 Penalty: 2014.968750
	Iteration 21Q: 3 clusters Score -2012734 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2012885.125000 Penalty: 2014.968750
	Iteration 22Q: 3 clusters Score -2012885 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2013005.750000 Penalty: 2014.968750
	Iteration 23Q: 3 clusters Score -2013006 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2013148.125000 Penalty: 2014.968750
	Iteration 24Q: 3 clusters Score -2013148 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2013276.875000 Penalty: 2014.968750
	Iteration 25Q: 3 clusters Score -2013277 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2013386.000000 Penalty: 2014.968750
	Iteration 26Q: 3 clusters Score -2013386 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2013476.750000 Penalty: 2014.968750
	Iteration 27Q: 3 clusters Score -2013477 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2013547.875000 Penalty: 2014.968750
	Iteration 28Q: 3 clusters Score -2013548 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2013636.250000 Penalty: 2014.968750
	Iteration 29Q: 3 clusters Score -2013636 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2013715.125000 Penalty: 2014.968750
	Iteration 30Q: 3 clusters Score -2013715 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2013810.000000 Penalty: 2014.968750
	Iteration 31Q: 3 clusters Score -2013810 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2013898.750000 Penalty: 2014.968750
	Iteration 32Q: 3 clusters Score -2013899 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2013991.625000 Penalty: 2014.968750
	Iteration 33Q: 3 clusters Score -2013992 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2014077.500000 Penalty: 2014.968750
	Iteration 34Q: 3 clusters Score -2014078 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2014173.875000 Penalty: 2014.968750
	Iteration 35Q: 3 clusters Score -2014174 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2014289.125000 Penalty: 2014.968750
	Iteration 36Q: 3 clusters Score -2014289 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2014428.750000 Penalty: 2014.968750
	Iteration 37Q: 3 clusters Score -2014429 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2014576.875000 Penalty: 2014.968750
	Iteration 38Q: 3 clusters Score -2014577 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2014722.750000 Penalty: 2014.968750
	Iteration 39Q: 3 clusters Score -2014723 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2014898.000000 Penalty: 2014.968750
	Iteration 40F: 3 clusters Score -2014898 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2015053.750000 Penalty: 2014.968750
	Iteration 41Q: 3 clusters Score -2015054 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2015175.125000 Penalty: 2014.968750
	Iteration 42Q: 3 clusters Score -2015175 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2015269.250000 Penalty: 2014.968750
	Iteration 43Q: 3 clusters Score -2015269 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2015347.375000 Penalty: 2014.968750
	Iteration 44Q: 3 clusters Score -2015347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2015429.500000 Penalty: 2014.968750
	Iteration 45Q: 3 clusters Score -2015430 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2015495.125000 Penalty: 2014.968750
	Iteration 46Q: 3 clusters Score -2015495 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2015546.000000 Penalty: 2014.968750
	Iteration 47Q: 3 clusters Score -2015546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2015596.375000 Penalty: 2014.968750
	Iteration 48Q: 3 clusters Score -2015596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2015636.750000 Penalty: 2014.968750
	Iteration 49Q: 3 clusters Score -2015637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2015664.875000 Penalty: 2014.968750
	Iteration 50Q: 3 clusters Score -2015665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2015689.125000 Penalty: 2014.968750
	Iteration 51Q: 3 clusters Score -2015689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2015712.125000 Penalty: 2014.968750
	Iteration 52Q: 3 clusters Score -2015712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2015727.750000 Penalty: 2014.968750
	Iteration 53Q: 3 clusters Score -2015728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2015735.375000 Penalty: 2014.968750
	Iteration 54Q: 3 clusters Score -2015735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2015741.250000 Penalty: 2014.968750
	Iteration 55Q: 3 clusters Score -2015741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2015744.375000 Penalty: 2014.968750
	Iteration 56Q: 3 clusters Score -2015744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2015747.500000 Penalty: 2014.968750
	Iteration 57Q: 3 clusters Score -2015748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2015747.500000 Penalty: 2014.968750
	Iteration 58Q: 3 clusters Score -2015748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2015749.000000 Penalty: 2014.968750
	Iteration 59Q: 3 clusters Score -2015749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2015750.250000 Penalty: 2014.968750
	Iteration 60F: 3 clusters Score -2015750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2015753.125000 Penalty: 2014.968750
	Iteration 61Q: 3 clusters Score -2015753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2015754.250000 Penalty: 2014.968750
	Iteration 62Q: 3 clusters Score -2015754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2015753.250000 Penalty: 2014.968750
	Iteration 63Q: 3 clusters Score -2015753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2015753.250000 Penalty: 2014.968750
	Iteration 64F: 3 clusters Score -2015753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -137909.250000 Penalty: 752.476929
	Iteration 0F: 2 clusters Score -137909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -135740.718750 Penalty: 1504.953857
	Iteration 0F: 3 clusters Score -135740.7 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -136327.046875 Penalty: 1504.953857
	Iteration 1F: 3 clusters Score -136327 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -136434.093750 Penalty: 1504.953857
	Iteration 2F: 3 clusters Score -136434.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -136514.000000 Penalty: 1504.953857
	Iteration 3F: 3 clusters Score -136514 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -136561.109375 Penalty: 1504.953857
	Iteration 4Q: 3 clusters Score -136561.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -136593.078125 Penalty: 1504.953857
	Iteration 5Q: 3 clusters Score -136593.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -136628.406250 Penalty: 1504.953857
	Iteration 6Q: 3 clusters Score -136628.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -136660.640625 Penalty: 1504.953857
	Iteration 7Q: 3 clusters Score -136660.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -136691.843750 Penalty: 1504.953857
	Iteration 8Q: 3 clusters Score -136691.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -136719.656250 Penalty: 1504.953857
	Iteration 9Q: 3 clusters Score -136719.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -136745.093750 Penalty: 1504.953857
	Iteration 10Q: 3 clusters Score -136745.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -136778.171875 Penalty: 1504.953857
	Iteration 11Q: 3 clusters Score -136778.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -136829.000000 Penalty: 1504.953857
	Iteration 12Q: 3 clusters Score -136829 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -136880.078125 Penalty: 1504.953857
	Iteration 13Q: 3 clusters Score -136880.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -136928.781250 Penalty: 1504.953857
	Iteration 14Q: 3 clusters Score -136928.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -136973.765625 Penalty: 1504.953857
	Iteration 15Q: 3 clusters Score -136973.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -137030.062500 Penalty: 1504.953857
	Iteration 16Q: 3 clusters Score -137030.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -137089.593750 Penalty: 1504.953857
	Iteration 17Q: 3 clusters Score -137089.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -137171.437500 Penalty: 1504.953857
	Iteration 18Q: 3 clusters Score -137171.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -137247.265625 Penalty: 1504.953857
	Iteration 19Q: 3 clusters Score -137247.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -137288.078125 Penalty: 1504.953857
	Iteration 20F: 3 clusters Score -137288.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -137310.375000 Penalty: 1504.953857
	Iteration 21Q: 3 clusters Score -137310.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -137326.328125 Penalty: 1504.953857
	Iteration 22Q: 3 clusters Score -137326.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -137340.937500 Penalty: 1504.953857
	Iteration 23Q: 3 clusters Score -137340.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -137350.500000 Penalty: 1504.953857
	Iteration 24Q: 3 clusters Score -137350.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -137362.890625 Penalty: 1504.953857
	Iteration 25Q: 3 clusters Score -137362.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -137371.062500 Penalty: 1504.953857
	Iteration 26Q: 3 clusters Score -137371.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -137375.046875 Penalty: 1504.953857
	Iteration 27Q: 3 clusters Score -137375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -137376.406250 Penalty: 1504.953857
	Iteration 28Q: 3 clusters Score -137376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -137376.843750 Penalty: 1504.953857
	Iteration 29Q: 3 clusters Score -137376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -137377.640625 Penalty: 1504.953857
	Iteration 30Q: 3 clusters Score -137377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -137378.421875 Penalty: 1504.953857
	Iteration 31Q: 3 clusters Score -137378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -137378.859375 Penalty: 1504.953857
	Iteration 32Q: 3 clusters Score -137378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -137380.484375 Penalty: 1504.953857
	Iteration 33Q: 3 clusters Score -137380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -137382.906250 Penalty: 1504.953857
	Iteration 34Q: 3 clusters Score -137382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -137384.031250 Penalty: 1504.953857
	Iteration 35Q: 3 clusters Score -137384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -137385.203125 Penalty: 1504.953857
	Iteration 36Q: 3 clusters Score -137385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -137386.500000 Penalty: 1504.953857
	Iteration 37Q: 3 clusters Score -137386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -137386.546875 Penalty: 1504.953857
	Iteration 38Q: 3 clusters Score -137386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -137386.546875 Penalty: 1504.953857
	Iteration 39F: 3 clusters Score -137386.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Entering Unmasked Estep 
Score: -1086681.625000 Penalty: 939.462952
	Iteration 0F: 2 clusters Score -1086682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1073363.000000 Penalty: 1878.925903
	Iteration 0F: 3 clusters Score -1073363 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1078679.375000 Penalty: 1878.925903
	Iteration 1F: 3 clusters Score -1078679 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1079306.000000 Penalty: 1878.925903
	Iteration 2F: 3 clusters Score -1079306 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1080286.250000 Penalty: 1878.925903
	Iteration 3F: 3 clusters Score -1080286 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1081482.375000 Penalty: 1878.925903
	Iteration 4F: 3 clusters Score -1081482 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1082739.000000 Penalty: 1878.925903
	Iteration 5F: 3 clusters Score -1082739 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1083905.000000 Penalty: 1878.925903
	Iteration 6F: 3 clusters Score -1083905 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1084844.375000 Penalty: 1878.925903
	Iteration 7F: 3 clusters Score -1084844 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1085558.125000 Penalty: 1878.925903
	Iteration 8Q: 3 clusters Score -1085558 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1086060.125000 Penalty: 1878.925903
	Iteration 9Q: 3 clusters Score -1086060 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1086309.875000 Penalty: 1878.925903
	Iteration 10Q: 3 clusters Score -1086310 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1086445.500000 Penalty: 1878.925903
	Iteration 11Q: 3 clusters Score -1086446 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1086539.750000 Penalty: 1878.925903
	Iteration 12Q: 3 clusters Score -1086540 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1086594.875000 Penalty: 1878.925903
	Iteration 13Q: 3 clusters Score -1086595 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1086635.000000 Penalty: 1878.925903
	Iteration 14Q: 3 clusters Score -1086635 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1086667.250000 Penalty: 1878.925903
	Iteration 15Q: 3 clusters Score -1086667 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1086696.250000 Penalty: 1878.925903
	Iteration 16Q: 3 clusters Score -1086696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1086712.000000 Penalty: 1878.925903
	Iteration 17Q: 3 clusters Score -1086712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1086715.625000 Penalty: 1878.925903
	Iteration 18Q: 3 clusters Score -1086716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1086721.375000 Penalty: 1878.925903
	Iteration 19Q: 3 clusters Score -1086721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1086727.750000 Penalty: 1878.925903
	Iteration 20F: 3 clusters Score -1086728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1086732.250000 Penalty: 1878.925903
	Iteration 21Q: 3 clusters Score -1086732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1086731.500000 Penalty: 1878.925903
	Iteration 22Q: 3 clusters Score -1086732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1086734.000000 Penalty: 1878.925903
	Iteration 23Q: 3 clusters Score -1086734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1086737.250000 Penalty: 1878.925903
	Iteration 24Q: 3 clusters Score -1086737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1086736.500000 Penalty: 1878.925903
	Iteration 25Q: 3 clusters Score -1086736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1086736.250000 Penalty: 1878.925903
	Iteration 26Q: 3 clusters Score -1086736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1086735.250000 Penalty: 1878.925903
	Iteration 27Q: 3 clusters Score -1086735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1086738.250000 Penalty: 1878.925903
	Iteration 28Q: 3 clusters Score -1086738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1086738.250000 Penalty: 1878.925903
	Iteration 29F: 3 clusters Score -1086738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 10 contains 40340 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 14556 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287442 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Mstep: Class 25 contains 5158 members 
Entering Unmasked Estep 
Score: -38621376.000000 Penalty: 32088.166016
Splitting cluster 12 changes total score from -38621676.000000 to -38621376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -134578.203125 Penalty: 745.833862
	Iteration 0F: 2 clusters Score -134578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -132550.703125 Penalty: 1491.667725
	Iteration 0F: 3 clusters Score -132550.7 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -133218.312500 Penalty: 1491.667725
	Iteration 1F: 3 clusters Score -133218.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -133475.234375 Penalty: 1491.667725
	Iteration 2F: 3 clusters Score -133475.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -133640.890625 Penalty: 1491.667725
	Iteration 3F: 3 clusters Score -133640.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -133744.281250 Penalty: 1491.667725
	Iteration 4F: 3 clusters Score -133744.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133814.703125 Penalty: 1491.667725
	Iteration 5Q: 3 clusters Score -133814.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133869.875000 Penalty: 1491.667725
	Iteration 6Q: 3 clusters Score -133869.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133924.312500 Penalty: 1491.667725
	Iteration 7Q: 3 clusters Score -133924.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133973.984375 Penalty: 1491.667725
	Iteration 8Q: 3 clusters Score -133974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134019.640625 Penalty: 1491.667725
	Iteration 9Q: 3 clusters Score -134019.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134063.828125 Penalty: 1491.667725
	Iteration 10Q: 3 clusters Score -134063.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134097.343750 Penalty: 1491.667725
	Iteration 11Q: 3 clusters Score -134097.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134125.546875 Penalty: 1491.667725
	Iteration 12Q: 3 clusters Score -134125.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -134151.625000 Penalty: 1491.667725
	Iteration 13Q: 3 clusters Score -134151.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -134171.140625 Penalty: 1491.667725
	Iteration 14Q: 3 clusters Score -134171.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -134193.187500 Penalty: 1491.667725
	Iteration 15Q: 3 clusters Score -134193.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134225.906250 Penalty: 1491.667725
	Iteration 16Q: 3 clusters Score -134225.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -134253.359375 Penalty: 1491.667725
	Iteration 17Q: 3 clusters Score -134253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -134272.718750 Penalty: 1491.667725
	Iteration 18Q: 3 clusters Score -134272.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134299.406250 Penalty: 1491.667725
	Iteration 19Q: 3 clusters Score -134299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -134317.812500 Penalty: 1491.667725
	Iteration 20F: 3 clusters Score -134317.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -134331.453125 Penalty: 1491.667725
	Iteration 21Q: 3 clusters Score -134331.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -134346.703125 Penalty: 1491.667725
	Iteration 22Q: 3 clusters Score -134346.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -134353.875000 Penalty: 1491.667725
	Iteration 23Q: 3 clusters Score -134353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -134361.000000 Penalty: 1491.667725
	Iteration 24Q: 3 clusters Score -134361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -134368.593750 Penalty: 1491.667725
	Iteration 25Q: 3 clusters Score -134368.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -134379.671875 Penalty: 1491.667725
	Iteration 26Q: 3 clusters Score -134379.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -134396.390625 Penalty: 1491.667725
	Iteration 27Q: 3 clusters Score -134396.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -134403.343750 Penalty: 1491.667725
	Iteration 28Q: 3 clusters Score -134403.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -134424.484375 Penalty: 1491.667725
	Iteration 29Q: 3 clusters Score -134424.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -134439.906250 Penalty: 1491.667725
	Iteration 30Q: 3 clusters Score -134439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -134453.406250 Penalty: 1491.667725
	Iteration 31Q: 3 clusters Score -134453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -134458.687500 Penalty: 1491.667725
	Iteration 32Q: 3 clusters Score -134458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -134466.343750 Penalty: 1491.667725
	Iteration 33Q: 3 clusters Score -134466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -134467.796875 Penalty: 1491.667725
	Iteration 34Q: 3 clusters Score -134467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -134467.796875 Penalty: 1491.667725
	Iteration 35F: 3 clusters Score -134467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -450683.531250 Penalty: 861.621338
	Iteration 0F: 2 clusters Score -450683.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -444754.093750 Penalty: 1723.242676
	Iteration 0F: 3 clusters Score -444754.1 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -446770.156250 Penalty: 1723.242676
	Iteration 1F: 3 clusters Score -446770.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -446922.968750 Penalty: 1723.242676
	Iteration 2F: 3 clusters Score -446923 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -447047.625000 Penalty: 1723.242676
	Iteration 3Q: 3 clusters Score -447047.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -447193.656250 Penalty: 1723.242676
	Iteration 4Q: 3 clusters Score -447193.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -447370.375000 Penalty: 1723.242676
	Iteration 5Q: 3 clusters Score -447370.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -447578.531250 Penalty: 1723.242676
	Iteration 6Q: 3 clusters Score -447578.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -447832.156250 Penalty: 1723.242676
	Iteration 7F: 3 clusters Score -447832.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -448160.562500 Penalty: 1723.242676
	Iteration 8F: 3 clusters Score -448160.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -448565.000000 Penalty: 1723.242676
	Iteration 9F: 3 clusters Score -448565 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -449040.968750 Penalty: 1723.242676
	Iteration 10F: 3 clusters Score -449041 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -449451.625000 Penalty: 1723.242676
	Iteration 11Q: 3 clusters Score -449451.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -449720.656250 Penalty: 1723.242676
	Iteration 12Q: 3 clusters Score -449720.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -449846.468750 Penalty: 1723.242676
	Iteration 13Q: 3 clusters Score -449846.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -449891.968750 Penalty: 1723.242676
	Iteration 14Q: 3 clusters Score -449892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -449908.968750 Penalty: 1723.242676
	Iteration 15Q: 3 clusters Score -449909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -449920.093750 Penalty: 1723.242676
	Iteration 16Q: 3 clusters Score -449920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -449929.218750 Penalty: 1723.242676
	Iteration 17Q: 3 clusters Score -449929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -449933.062500 Penalty: 1723.242676
	Iteration 18Q: 3 clusters Score -449933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -449936.000000 Penalty: 1723.242676
	Iteration 19Q: 3 clusters Score -449936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -449939.687500 Penalty: 1723.242676
	Iteration 20F: 3 clusters Score -449939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -449945.468750 Penalty: 1723.242676
	Iteration 21Q: 3 clusters Score -449945.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -449950.500000 Penalty: 1723.242676
	Iteration 22Q: 3 clusters Score -449950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -449955.500000 Penalty: 1723.242676
	Iteration 23Q: 3 clusters Score -449955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -449958.000000 Penalty: 1723.242676
	Iteration 24Q: 3 clusters Score -449958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -449959.031250 Penalty: 1723.242676
	Iteration 25Q: 3 clusters Score -449959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -449961.843750 Penalty: 1723.242676
	Iteration 26Q: 3 clusters Score -449961.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -449961.843750 Penalty: 1723.242676
	Iteration 27F: 3 clusters Score -449961.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Entering Unmasked Estep 
Score: -1357151.375000 Penalty: 962.903748
	Iteration 0F: 2 clusters Score -1357151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1340229.625000 Penalty: 1925.807495
	Iteration 0F: 3 clusters Score -1340230 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1347026.250000 Penalty: 1925.807495
	Iteration 1F: 3 clusters Score -1347026 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1347676.375000 Penalty: 1925.807495
	Iteration 2F: 3 clusters Score -1347676 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1348464.250000 Penalty: 1925.807495
	Iteration 3F: 3 clusters Score -1348464 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1349329.250000 Penalty: 1925.807495
	Iteration 4F: 3 clusters Score -1349329 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1350279.875000 Penalty: 1925.807495
	Iteration 5F: 3 clusters Score -1350280 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1351350.250000 Penalty: 1925.807495
	Iteration 6F: 3 clusters Score -1351350 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1352539.750000 Penalty: 1925.807495
	Iteration 7F: 3 clusters Score -1352540 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -1353839.125000 Penalty: 1925.807495
	Iteration 8F: 3 clusters Score -1353839 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -1354938.500000 Penalty: 1925.807495
	Iteration 9Q: 3 clusters Score -1354938 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -1355732.375000 Penalty: 1925.807495
	Iteration 10Q: 3 clusters Score -1355732 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -1356205.750000 Penalty: 1925.807495
	Iteration 11Q: 3 clusters Score -1356206 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -1356463.250000 Penalty: 1925.807495
	Iteration 12Q: 3 clusters Score -1356463 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -1356606.000000 Penalty: 1925.807495
	Iteration 13Q: 3 clusters Score -1356606 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -1356691.375000 Penalty: 1925.807495
	Iteration 14Q: 3 clusters Score -1356691 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1356725.750000 Penalty: 1925.807495
	Iteration 15Q: 3 clusters Score -1356726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -1356753.375000 Penalty: 1925.807495
	Iteration 16Q: 3 clusters Score -1356753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -1356766.375000 Penalty: 1925.807495
	Iteration 17Q: 3 clusters Score -1356766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -1356777.625000 Penalty: 1925.807495
	Iteration 18Q: 3 clusters Score -1356778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -1356790.750000 Penalty: 1925.807495
	Iteration 19Q: 3 clusters Score -1356791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -1356798.125000 Penalty: 1925.807495
	Iteration 20F: 3 clusters Score -1356798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -1356801.250000 Penalty: 1925.807495
	Iteration 21Q: 3 clusters Score -1356801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -1356811.875000 Penalty: 1925.807495
	Iteration 22Q: 3 clusters Score -1356812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -1356818.375000 Penalty: 1925.807495
	Iteration 23Q: 3 clusters Score -1356818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -1356823.250000 Penalty: 1925.807495
	Iteration 24Q: 3 clusters Score -1356823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -1356823.500000 Penalty: 1925.807495
	Iteration 25Q: 3 clusters Score -1356824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -1356827.250000 Penalty: 1925.807495
	Iteration 26Q: 3 clusters Score -1356827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -1356832.125000 Penalty: 1925.807495
	Iteration 27Q: 3 clusters Score -1356832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -1356831.750000 Penalty: 1925.807495
	Iteration 28Q: 3 clusters Score -1356832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -1356834.000000 Penalty: 1925.807495
	Iteration 29Q: 3 clusters Score -1356834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -1356833.375000 Penalty: 1925.807495
	Iteration 30Q: 3 clusters Score -1356833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -1356833.625000 Penalty: 1925.807495
	Iteration 31Q: 3 clusters Score -1356834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -1356835.125000 Penalty: 1925.807495
	Iteration 32Q: 3 clusters Score -1356835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -1356835.625000 Penalty: 1925.807495
	Iteration 33Q: 3 clusters Score -1356836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -1356835.625000 Penalty: 1925.807495
	Iteration 34F: 3 clusters Score -1356836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (287442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287442 members 
Entering Unmasked Estep 
Score: -16007718.000000 Penalty: 1194.033691
	Iteration 0F: 2 clusters Score -1.600772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142985 members 
Mstep: Class 2 contains 144457 members 
Entering Unmasked Estep 
Score: -15816980.000000 Penalty: 2388.067383
	Iteration 0F: 3 clusters Score -1.581698e+07 nChanged 140981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108700 members 
Mstep: Class 2 contains 178742 members 
Entering Unmasked Estep 
Score: -15914879.000000 Penalty: 2388.067383
	Iteration 1F: 3 clusters Score -1.591488e+07 nChanged 21770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89866 members 
Mstep: Class 2 contains 197576 members 
Entering Unmasked Estep 
Score: -15928834.000000 Penalty: 2388.067383
	Iteration 2F: 3 clusters Score -1.592883e+07 nChanged 24395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 219203 members 
Entering Unmasked Estep 
Score: -15946619.000000 Penalty: 2388.067383
	Iteration 3F: 3 clusters Score -1.594662e+07 nChanged 22697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 240068 members 
Entering Unmasked Estep 
Score: -15963863.000000 Penalty: 2388.067383
	Iteration 4F: 3 clusters Score -1.596386e+07 nChanged 18450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 257908 members 
Entering Unmasked Estep 
Score: -15979146.000000 Penalty: 2388.067383
	Iteration 5F: 3 clusters Score -1.597915e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 271614 members 
Entering Unmasked Estep 
Score: -15991465.000000 Penalty: 2388.067383
	Iteration 6Q: 3 clusters Score -1.599146e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 280725 members 
Entering Unmasked Estep 
Score: -16000121.000000 Penalty: 2388.067383
	Iteration 7Q: 3 clusters Score -1.600012e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 285363 members 
Entering Unmasked Estep 
Score: -16004629.000000 Penalty: 2388.067383
	Iteration 8Q: 3 clusters Score -1.600463e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 286895 members 
Entering Unmasked Estep 
Score: -16006040.000000 Penalty: 2388.067383
	Iteration 9Q: 3 clusters Score -1.600604e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 287255 members 
Entering Unmasked Estep 
Score: -16006436.000000 Penalty: 2388.067383
	Iteration 10Q: 3 clusters Score -1.600644e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 287321 members 
Entering Unmasked Estep 
Score: -16006554.000000 Penalty: 2388.067383
	Iteration 11Q: 3 clusters Score -1.600655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 287343 members 
Entering Unmasked Estep 
Score: -16006602.000000 Penalty: 2388.067383
	Iteration 12Q: 3 clusters Score -1.60066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287348 members 
Entering Unmasked Estep 
Score: -16006597.000000 Penalty: 2388.067383
	Iteration 13Q: 3 clusters Score -1.60066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 287351 members 
Entering Unmasked Estep 
Score: -16006627.000000 Penalty: 2388.067383
	Iteration 14Q: 3 clusters Score -1.600663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 287355 members 
Entering Unmasked Estep 
Score: -16006632.000000 Penalty: 2388.067383
	Iteration 15Q: 3 clusters Score -1.600663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 287357 members 
Entering Unmasked Estep 
Score: -16006645.000000 Penalty: 2388.067383
	Iteration 16Q: 3 clusters Score -1.600664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 287359 members 
Entering Unmasked Estep 
Score: -16006643.000000 Penalty: 2388.067383
	Iteration 17Q: 3 clusters Score -1.600664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 287360 members 
Entering Unmasked Estep 
Score: -16006649.000000 Penalty: 2388.067383
	Iteration 18Q: 3 clusters Score -1.600665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 287360 members 
Entering Unmasked Estep 
Score: -16006649.000000 Penalty: 2388.067383
	Iteration 19F: 3 clusters Score -1.600665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -317016.437500 Penalty: 838.218628
	Iteration 0F: 2 clusters Score -317016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -312263.187500 Penalty: 1676.437256
	Iteration 0F: 3 clusters Score -312263.2 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -313892.281250 Penalty: 1676.437256
	Iteration 1F: 3 clusters Score -313892.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -314139.250000 Penalty: 1676.437256
	Iteration 2F: 3 clusters Score -314139.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -314380.218750 Penalty: 1676.437256
	Iteration 3F: 3 clusters Score -314380.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -314582.187500 Penalty: 1676.437256
	Iteration 4F: 3 clusters Score -314582.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -314748.593750 Penalty: 1676.437256
	Iteration 5Q: 3 clusters Score -314748.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -314902.218750 Penalty: 1676.437256
	Iteration 6Q: 3 clusters Score -314902.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -315060.843750 Penalty: 1676.437256
	Iteration 7Q: 3 clusters Score -315060.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -315211.906250 Penalty: 1676.437256
	Iteration 8Q: 3 clusters Score -315211.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -315367.781250 Penalty: 1676.437256
	Iteration 9Q: 3 clusters Score -315367.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -315525.218750 Penalty: 1676.437256
	Iteration 10Q: 3 clusters Score -315525.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -315682.468750 Penalty: 1676.437256
	Iteration 11Q: 3 clusters Score -315682.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -315827.468750 Penalty: 1676.437256
	Iteration 12Q: 3 clusters Score -315827.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -315963.187500 Penalty: 1676.437256
	Iteration 13Q: 3 clusters Score -315963.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -316055.968750 Penalty: 1676.437256
	Iteration 14Q: 3 clusters Score -316056 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -316150.968750 Penalty: 1676.437256
	Iteration 15Q: 3 clusters Score -316151 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -316244.437500 Penalty: 1676.437256
	Iteration 16Q: 3 clusters Score -316244.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -316345.781250 Penalty: 1676.437256
	Iteration 17Q: 3 clusters Score -316345.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -316436.781250 Penalty: 1676.437256
	Iteration 18Q: 3 clusters Score -316436.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -316500.218750 Penalty: 1676.437256
	Iteration 19Q: 3 clusters Score -316500.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -316565.406250 Penalty: 1676.437256
	Iteration 20F: 3 clusters Score -316565.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -316615.187500 Penalty: 1676.437256
	Iteration 21Q: 3 clusters Score -316615.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -316642.906250 Penalty: 1676.437256
	Iteration 22Q: 3 clusters Score -316642.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -316658.843750 Penalty: 1676.437256
	Iteration 23Q: 3 clusters Score -316658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -316662.062500 Penalty: 1676.437256
	Iteration 24Q: 3 clusters Score -316662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -316663.781250 Penalty: 1676.437256
	Iteration 25Q: 3 clusters Score -316663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -316664.281250 Penalty: 1676.437256
	Iteration 26Q: 3 clusters Score -316664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -316665.218750 Penalty: 1676.437256
	Iteration 27Q: 3 clusters Score -316665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -316666.000000 Penalty: 1676.437256
	Iteration 28Q: 3 clusters Score -316666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -316666.156250 Penalty: 1676.437256
	Iteration 29Q: 3 clusters Score -316666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -316667.468750 Penalty: 1676.437256
	Iteration 30Q: 3 clusters Score -316667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -316667.937500 Penalty: 1676.437256
	Iteration 31Q: 3 clusters Score -316667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -316668.218750 Penalty: 1676.437256
	Iteration 32Q: 3 clusters Score -316668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -316668.218750 Penalty: 1676.437256
	Iteration 33F: 3 clusters Score -316668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Entering Unmasked Estep 
Score: -4253922.000000 Penalty: 1070.914917
	Iteration 0F: 2 clusters Score -4253922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -4201272.500000 Penalty: 2141.829834
	Iteration 0F: 3 clusters Score -4201272 nChanged 37624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4223507.000000 Penalty: 2141.829834
	Iteration 1F: 3 clusters Score -4223507 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -4224654.500000 Penalty: 2141.829834
	Iteration 2Q: 3 clusters Score -4224654 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4226709.000000 Penalty: 2141.829834
	Iteration 3F: 3 clusters Score -4226709 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -4230241.500000 Penalty: 2141.829834
	Iteration 4F: 3 clusters Score -4230242 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -4235344.500000 Penalty: 2141.829834
	Iteration 5F: 3 clusters Score -4235344 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -4241104.500000 Penalty: 2141.829834
	Iteration 6F: 3 clusters Score -4241104 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4246219.500000 Penalty: 2141.829834
	Iteration 7F: 3 clusters Score -4246220 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4249664.500000 Penalty: 2141.829834
	Iteration 8Q: 3 clusters Score -4249664 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77006 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4251522.000000 Penalty: 2141.829834
	Iteration 9Q: 3 clusters Score -4251522 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4252403.500000 Penalty: 2141.829834
	Iteration 10Q: 3 clusters Score -4252404 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4252748.500000 Penalty: 2141.829834
	Iteration 11Q: 3 clusters Score -4252748 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4252861.500000 Penalty: 2141.829834
	Iteration 12Q: 3 clusters Score -4252862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4252903.500000 Penalty: 2141.829834
	Iteration 13Q: 3 clusters Score -4252904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4252920.500000 Penalty: 2141.829834
	Iteration 14Q: 3 clusters Score -4252920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4252936.000000 Penalty: 2141.829834
	Iteration 15Q: 3 clusters Score -4252936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4252952.000000 Penalty: 2141.829834
	Iteration 16Q: 3 clusters Score -4252952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4252963.000000 Penalty: 2141.829834
	Iteration 17Q: 3 clusters Score -4252963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4252978.000000 Penalty: 2141.829834
	Iteration 18Q: 3 clusters Score -4252978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4252986.500000 Penalty: 2141.829834
	Iteration 19Q: 3 clusters Score -4252986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4252995.500000 Penalty: 2141.829834
	Iteration 20F: 3 clusters Score -4252996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4253000.500000 Penalty: 2141.829834
	Iteration 21Q: 3 clusters Score -4253000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4253006.000000 Penalty: 2141.829834
	Iteration 22Q: 3 clusters Score -4253006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4253018.500000 Penalty: 2141.829834
	Iteration 23Q: 3 clusters Score -4253018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4253025.500000 Penalty: 2141.829834
	Iteration 24Q: 3 clusters Score -4253026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4253031.000000 Penalty: 2141.829834
	Iteration 25Q: 3 clusters Score -4253031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4253034.000000 Penalty: 2141.829834
	Iteration 26Q: 3 clusters Score -4253034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4253034.000000 Penalty: 2141.829834
	Iteration 27F: 3 clusters Score -4253034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Entering Unmasked Estep 
Score: -381562.937500 Penalty: 855.978760
	Iteration 0F: 2 clusters Score -381562.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -375882.531250 Penalty: 1711.957520
	Iteration 0F: 3 clusters Score -375882.5 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -378078.187500 Penalty: 1711.957520
	Iteration 1F: 3 clusters Score -378078.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -378284.812500 Penalty: 1711.957520
	Iteration 2F: 3 clusters Score -378284.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -378477.906250 Penalty: 1711.957520
	Iteration 3F: 3 clusters Score -378477.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -378703.187500 Penalty: 1711.957520
	Iteration 4F: 3 clusters Score -378703.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -378961.906250 Penalty: 1711.957520
	Iteration 5Q: 3 clusters Score -378961.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -379210.406250 Penalty: 1711.957520
	Iteration 6F: 3 clusters Score -379210.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -379456.093750 Penalty: 1711.957520
	Iteration 7Q: 3 clusters Score -379456.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -379702.312500 Penalty: 1711.957520
	Iteration 8Q: 3 clusters Score -379702.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -379946.156250 Penalty: 1711.957520
	Iteration 9Q: 3 clusters Score -379946.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -380195.750000 Penalty: 1711.957520
	Iteration 10Q: 3 clusters Score -380195.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -380419.062500 Penalty: 1711.957520
	Iteration 11Q: 3 clusters Score -380419.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -380635.812500 Penalty: 1711.957520
	Iteration 12Q: 3 clusters Score -380635.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -380771.531250 Penalty: 1711.957520
	Iteration 13Q: 3 clusters Score -380771.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -380870.187500 Penalty: 1711.957520
	Iteration 14Q: 3 clusters Score -380870.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -380931.656250 Penalty: 1711.957520
	Iteration 15Q: 3 clusters Score -380931.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -380966.968750 Penalty: 1711.957520
	Iteration 16Q: 3 clusters Score -380967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -380990.500000 Penalty: 1711.957520
	Iteration 17Q: 3 clusters Score -380990.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -381008.718750 Penalty: 1711.957520
	Iteration 18Q: 3 clusters Score -381008.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -381017.468750 Penalty: 1711.957520
	Iteration 19Q: 3 clusters Score -381017.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -381026.531250 Penalty: 1711.957520
	Iteration 20F: 3 clusters Score -381026.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -381033.562500 Penalty: 1711.957520
	Iteration 21Q: 3 clusters Score -381033.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -381043.187500 Penalty: 1711.957520
	Iteration 22Q: 3 clusters Score -381043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -381046.750000 Penalty: 1711.957520
	Iteration 23Q: 3 clusters Score -381046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -381048.937500 Penalty: 1711.957520
	Iteration 24Q: 3 clusters Score -381048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -381050.718750 Penalty: 1711.957520
	Iteration 25Q: 3 clusters Score -381050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -381055.875000 Penalty: 1711.957520
	Iteration 26Q: 3 clusters Score -381055.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -381060.687500 Penalty: 1711.957520
	Iteration 27Q: 3 clusters Score -381060.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -381063.750000 Penalty: 1711.957520
	Iteration 28Q: 3 clusters Score -381063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -381064.906250 Penalty: 1711.957520
	Iteration 29Q: 3 clusters Score -381064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -381066.031250 Penalty: 1711.957520
	Iteration 30Q: 3 clusters Score -381066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -381066.906250 Penalty: 1711.957520
	Iteration 31Q: 3 clusters Score -381066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -381067.468750 Penalty: 1711.957520
	Iteration 32Q: 3 clusters Score -381067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -381067.468750 Penalty: 1711.957520
	Iteration 33F: 3 clusters Score -381067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Entering Unmasked Estep 
Score: -912148.750000 Penalty: 920.354248
	Iteration 0F: 2 clusters Score -912148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -901365.250000 Penalty: 1840.708496
	Iteration 0F: 3 clusters Score -901365.2 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -905927.500000 Penalty: 1840.708496
	Iteration 1F: 3 clusters Score -905927.5 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -907018.000000 Penalty: 1840.708496
	Iteration 2F: 3 clusters Score -907018 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -908607.937500 Penalty: 1840.708496
	Iteration 3F: 3 clusters Score -908607.9 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -910044.000000 Penalty: 1840.708496
	Iteration 4F: 3 clusters Score -910044 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -910843.562500 Penalty: 1840.708496
	Iteration 5F: 3 clusters Score -910843.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -911193.937500 Penalty: 1840.708496
	Iteration 6Q: 3 clusters Score -911193.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -911326.062500 Penalty: 1840.708496
	Iteration 7Q: 3 clusters Score -911326.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -911397.000000 Penalty: 1840.708496
	Iteration 8Q: 3 clusters Score -911397 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -911438.750000 Penalty: 1840.708496
	Iteration 9Q: 3 clusters Score -911438.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -911470.687500 Penalty: 1840.708496
	Iteration 10Q: 3 clusters Score -911470.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -911501.250000 Penalty: 1840.708496
	Iteration 11Q: 3 clusters Score -911501.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -911527.000000 Penalty: 1840.708496
	Iteration 12Q: 3 clusters Score -911527 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -911543.875000 Penalty: 1840.708496
	Iteration 13Q: 3 clusters Score -911543.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -911559.562500 Penalty: 1840.708496
	Iteration 14Q: 3 clusters Score -911559.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -911575.625000 Penalty: 1840.708496
	Iteration 15Q: 3 clusters Score -911575.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -911589.875000 Penalty: 1840.708496
	Iteration 16Q: 3 clusters Score -911589.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -911605.000000 Penalty: 1840.708496
	Iteration 17Q: 3 clusters Score -911605 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -911614.875000 Penalty: 1840.708496
	Iteration 18Q: 3 clusters Score -911614.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -911628.687500 Penalty: 1840.708496
	Iteration 19Q: 3 clusters Score -911628.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -911635.000000 Penalty: 1840.708496
	Iteration 20F: 3 clusters Score -911635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -911647.500000 Penalty: 1840.708496
	Iteration 21Q: 3 clusters Score -911647.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -911654.812500 Penalty: 1840.708496
	Iteration 22Q: 3 clusters Score -911654.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -911661.500000 Penalty: 1840.708496
	Iteration 23Q: 3 clusters Score -911661.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -911670.125000 Penalty: 1840.708496
	Iteration 24Q: 3 clusters Score -911670.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -911678.812500 Penalty: 1840.708496
	Iteration 25Q: 3 clusters Score -911678.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -911684.875000 Penalty: 1840.708496
	Iteration 26Q: 3 clusters Score -911684.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -911697.625000 Penalty: 1840.708496
	Iteration 27Q: 3 clusters Score -911697.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -911699.937500 Penalty: 1840.708496
	Iteration 28Q: 3 clusters Score -911699.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -911704.250000 Penalty: 1840.708496
	Iteration 29Q: 3 clusters Score -911704.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -911713.187500 Penalty: 1840.708496
	Iteration 30Q: 3 clusters Score -911713.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -911720.687500 Penalty: 1840.708496
	Iteration 31Q: 3 clusters Score -911720.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -911721.375000 Penalty: 1840.708496
	Iteration 32Q: 3 clusters Score -911721.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -911724.562500 Penalty: 1840.708496
	Iteration 33Q: 3 clusters Score -911724.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -911725.937500 Penalty: 1840.708496
	Iteration 34Q: 3 clusters Score -911725.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -911728.500000 Penalty: 1840.708496
	Iteration 35Q: 3 clusters Score -911728.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -911730.437500 Penalty: 1840.708496
	Iteration 36Q: 3 clusters Score -911730.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -911737.125000 Penalty: 1840.708496
	Iteration 37Q: 3 clusters Score -911737.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -911741.062500 Penalty: 1840.708496
	Iteration 38Q: 3 clusters Score -911741.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -911741.875000 Penalty: 1840.708496
	Iteration 39Q: 3 clusters Score -911741.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -911740.375000 Penalty: 1840.708496
	Iteration 40F: 3 clusters Score -911740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -911741.812500 Penalty: 1840.708496
	Iteration 41Q: 3 clusters Score -911741.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -911741.062500 Penalty: 1840.708496
	Iteration 42Q: 3 clusters Score -911741.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -911744.937500 Penalty: 1840.708496
	Iteration 43Q: 3 clusters Score -911744.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -911746.187500 Penalty: 1840.708496
	Iteration 44Q: 3 clusters Score -911746.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -911747.562500 Penalty: 1840.708496
	Iteration 45Q: 3 clusters Score -911747.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -911746.750000 Penalty: 1840.708496
	Iteration 46Q: 3 clusters Score -911746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -911747.687500 Penalty: 1840.708496
	Iteration 47Q: 3 clusters Score -911747.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -911748.062500 Penalty: 1840.708496
	Iteration 48Q: 3 clusters Score -911748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -911753.937500 Penalty: 1840.708496
	Iteration 49Q: 3 clusters Score -911753.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -911753.187500 Penalty: 1840.708496
	Iteration 50Q: 3 clusters Score -911753.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -911754.875000 Penalty: 1840.708496
	Iteration 51Q: 3 clusters Score -911754.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -911758.437500 Penalty: 1840.708496
	Iteration 52Q: 3 clusters Score -911758.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -911761.562500 Penalty: 1840.708496
	Iteration 53Q: 3 clusters Score -911761.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -911763.437500 Penalty: 1840.708496
	Iteration 54Q: 3 clusters Score -911763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -911763.937500 Penalty: 1840.708496
	Iteration 55Q: 3 clusters Score -911763.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -911764.000000 Penalty: 1840.708496
	Iteration 56Q: 3 clusters Score -911764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -911764.312500 Penalty: 1840.708496
	Iteration 57Q: 3 clusters Score -911764.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -911768.312500 Penalty: 1840.708496
	Iteration 58Q: 3 clusters Score -911768.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -911771.812500 Penalty: 1840.708496
	Iteration 59Q: 3 clusters Score -911771.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -911774.187500 Penalty: 1840.708496
	Iteration 60F: 3 clusters Score -911774.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -911777.062500 Penalty: 1840.708496
	Iteration 61Q: 3 clusters Score -911777.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -911779.187500 Penalty: 1840.708496
	Iteration 62Q: 3 clusters Score -911779.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -911782.500000 Penalty: 1840.708496
	Iteration 63Q: 3 clusters Score -911782.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -911789.875000 Penalty: 1840.708496
	Iteration 64Q: 3 clusters Score -911789.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -911789.750000 Penalty: 1840.708496
	Iteration 65Q: 3 clusters Score -911789.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -911792.000000 Penalty: 1840.708496
	Iteration 66Q: 3 clusters Score -911792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -911794.250000 Penalty: 1840.708496
	Iteration 67Q: 3 clusters Score -911794.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -911797.750000 Penalty: 1840.708496
	Iteration 68Q: 3 clusters Score -911797.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -911799.875000 Penalty: 1840.708496
	Iteration 69Q: 3 clusters Score -911799.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -911801.125000 Penalty: 1840.708496
	Iteration 70Q: 3 clusters Score -911801.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -911801.437500 Penalty: 1840.708496
	Iteration 71Q: 3 clusters Score -911801.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -911807.250000 Penalty: 1840.708496
	Iteration 72Q: 3 clusters Score -911807.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -911809.250000 Penalty: 1840.708496
	Iteration 73Q: 3 clusters Score -911809.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -911812.312500 Penalty: 1840.708496
	Iteration 74Q: 3 clusters Score -911812.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -911816.312500 Penalty: 1840.708496
	Iteration 75Q: 3 clusters Score -911816.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -911820.125000 Penalty: 1840.708496
	Iteration 76Q: 3 clusters Score -911820.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -911821.500000 Penalty: 1840.708496
	Iteration 77Q: 3 clusters Score -911821.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -911824.937500 Penalty: 1840.708496
	Iteration 78Q: 3 clusters Score -911824.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -911828.062500 Penalty: 1840.708496
	Iteration 79Q: 3 clusters Score -911828.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -911832.687500 Penalty: 1840.708496
	Iteration 80F: 3 clusters Score -911832.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -911832.625000 Penalty: 1840.708496
	Iteration 81Q: 3 clusters Score -911832.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -911835.375000 Penalty: 1840.708496
	Iteration 82Q: 3 clusters Score -911835.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -911838.625000 Penalty: 1840.708496
	Iteration 83Q: 3 clusters Score -911838.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -911840.500000 Penalty: 1840.708496
	Iteration 84Q: 3 clusters Score -911840.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -911841.625000 Penalty: 1840.708496
	Iteration 85Q: 3 clusters Score -911841.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -911844.687500 Penalty: 1840.708496
	Iteration 86Q: 3 clusters Score -911844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -911846.687500 Penalty: 1840.708496
	Iteration 87Q: 3 clusters Score -911846.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -911848.625000 Penalty: 1840.708496
	Iteration 88Q: 3 clusters Score -911848.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -911848.937500 Penalty: 1840.708496
	Iteration 89Q: 3 clusters Score -911848.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -911852.000000 Penalty: 1840.708496
	Iteration 90Q: 3 clusters Score -911852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -911852.187500 Penalty: 1840.708496
	Iteration 91Q: 3 clusters Score -911852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -911853.187500 Penalty: 1840.708496
	Iteration 92Q: 3 clusters Score -911853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -911854.062500 Penalty: 1840.708496
	Iteration 93Q: 3 clusters Score -911854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -911855.125000 Penalty: 1840.708496
	Iteration 94Q: 3 clusters Score -911855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -911855.312500 Penalty: 1840.708496
	Iteration 95Q: 3 clusters Score -911855.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -911855.875000 Penalty: 1840.708496
	Iteration 96Q: 3 clusters Score -911855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -911854.625000 Penalty: 1840.708496
	Iteration 97Q: 3 clusters Score -911854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -911855.125000 Penalty: 1840.708496
	Iteration 98Q: 3 clusters Score -911855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -911856.875000 Penalty: 1840.708496
	Iteration 99Q: 3 clusters Score -911856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -911859.687500 Penalty: 1840.708496
	Iteration 100F: 3 clusters Score -911859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -911859.562500 Penalty: 1840.708496
	Iteration 101Q: 3 clusters Score -911859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -911859.687500 Penalty: 1840.708496
	Iteration 102Q: 3 clusters Score -911859.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -911859.625000 Penalty: 1840.708496
	Iteration 103Q: 3 clusters Score -911859.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -911859.625000 Penalty: 1840.708496
	Iteration 104F: 3 clusters Score -911859.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -164886.859375 Penalty: 779.417847
	Iteration 0F: 2 clusters Score -164886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -162216.218750 Penalty: 1558.835693
	Iteration 0F: 3 clusters Score -162216.2 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -163417.453125 Penalty: 1558.835693
	Iteration 1F: 3 clusters Score -163417.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -163935.484375 Penalty: 1558.835693
	Iteration 2F: 3 clusters Score -163935.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -164236.390625 Penalty: 1558.835693
	Iteration 3F: 3 clusters Score -164236.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -164414.703125 Penalty: 1558.835693
	Iteration 4F: 3 clusters Score -164414.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -164520.359375 Penalty: 1558.835693
	Iteration 5Q: 3 clusters Score -164520.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -164567.843750 Penalty: 1558.835693
	Iteration 6Q: 3 clusters Score -164567.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -164587.375000 Penalty: 1558.835693
	Iteration 7Q: 3 clusters Score -164587.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -164598.765625 Penalty: 1558.835693
	Iteration 8Q: 3 clusters Score -164598.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -164606.203125 Penalty: 1558.835693
	Iteration 9Q: 3 clusters Score -164606.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -164611.671875 Penalty: 1558.835693
	Iteration 10Q: 3 clusters Score -164611.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -164613.687500 Penalty: 1558.835693
	Iteration 11Q: 3 clusters Score -164613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -164614.750000 Penalty: 1558.835693
	Iteration 12Q: 3 clusters Score -164614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -164615.531250 Penalty: 1558.835693
	Iteration 13Q: 3 clusters Score -164615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -164616.312500 Penalty: 1558.835693
	Iteration 14Q: 3 clusters Score -164616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -164616.750000 Penalty: 1558.835693
	Iteration 15Q: 3 clusters Score -164616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -164617.265625 Penalty: 1558.835693
	Iteration 16Q: 3 clusters Score -164617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -164617.531250 Penalty: 1558.835693
	Iteration 17Q: 3 clusters Score -164617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -164618.000000 Penalty: 1558.835693
	Iteration 18Q: 3 clusters Score -164618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -164617.984375 Penalty: 1558.835693
	Iteration 19Q: 3 clusters Score -164618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -164618.375000 Penalty: 1558.835693
	Iteration 20F: 3 clusters Score -164618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -164618.312500 Penalty: 1558.835693
	Iteration 21Q: 3 clusters Score -164618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -164618.546875 Penalty: 1558.835693
	Iteration 22Q: 3 clusters Score -164618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -164618.578125 Penalty: 1558.835693
	Iteration 23Q: 3 clusters Score -164618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -164618.953125 Penalty: 1558.835693
	Iteration 24Q: 3 clusters Score -164619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -164619.046875 Penalty: 1558.835693
	Iteration 25Q: 3 clusters Score -164619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -164619.390625 Penalty: 1558.835693
	Iteration 26Q: 3 clusters Score -164619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -164619.390625 Penalty: 1558.835693
	Iteration 27Q: 3 clusters Score -164619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -164619.234375 Penalty: 1558.835693
	Iteration 28Q: 3 clusters Score -164619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -164620.203125 Penalty: 1558.835693
	Iteration 29Q: 3 clusters Score -164620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -164620.640625 Penalty: 1558.835693
	Iteration 30Q: 3 clusters Score -164620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -164620.765625 Penalty: 1558.835693
	Iteration 31Q: 3 clusters Score -164620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -164620.765625 Penalty: 1558.835693
	Iteration 32F: 3 clusters Score -164620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -237406.765625 Penalty: 790.650574
	Iteration 0F: 2 clusters Score -237406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -234318.546875 Penalty: 1581.301147
	Iteration 0F: 3 clusters Score -234318.5 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -235358.671875 Penalty: 1581.301147
	Iteration 1F: 3 clusters Score -235358.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -235488.718750 Penalty: 1581.301147
	Iteration 2F: 3 clusters Score -235488.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -235569.906250 Penalty: 1581.301147
	Iteration 3Q: 3 clusters Score -235569.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -235612.359375 Penalty: 1581.301147
	Iteration 4Q: 3 clusters Score -235612.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -235649.906250 Penalty: 1581.301147
	Iteration 5Q: 3 clusters Score -235649.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -235687.250000 Penalty: 1581.301147
	Iteration 6Q: 3 clusters Score -235687.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -235715.937500 Penalty: 1581.301147
	Iteration 7Q: 3 clusters Score -235715.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -235748.375000 Penalty: 1581.301147
	Iteration 8Q: 3 clusters Score -235748.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -235783.765625 Penalty: 1581.301147
	Iteration 9Q: 3 clusters Score -235783.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -235827.703125 Penalty: 1581.301147
	Iteration 10Q: 3 clusters Score -235827.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -235874.234375 Penalty: 1581.301147
	Iteration 11Q: 3 clusters Score -235874.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -235936.453125 Penalty: 1581.301147
	Iteration 12Q: 3 clusters Score -235936.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -236005.875000 Penalty: 1581.301147
	Iteration 13Q: 3 clusters Score -236005.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -236091.062500 Penalty: 1581.301147
	Iteration 14Q: 3 clusters Score -236091.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -236194.250000 Penalty: 1581.301147
	Iteration 15Q: 3 clusters Score -236194.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -236333.562500 Penalty: 1581.301147
	Iteration 16Q: 3 clusters Score -236333.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -236546.218750 Penalty: 1581.301147
	Iteration 17Q: 3 clusters Score -236546.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -236797.937500 Penalty: 1581.301147
	Iteration 18Q: 3 clusters Score -236797.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -236941.984375 Penalty: 1581.301147
	Iteration 19Q: 3 clusters Score -236942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -237008.859375 Penalty: 1581.301147
	Iteration 20F: 3 clusters Score -237008.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -237043.859375 Penalty: 1581.301147
	Iteration 21Q: 3 clusters Score -237043.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237059.734375 Penalty: 1581.301147
	Iteration 22Q: 3 clusters Score -237059.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237067.406250 Penalty: 1581.301147
	Iteration 23Q: 3 clusters Score -237067.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -237071.984375 Penalty: 1581.301147
	Iteration 24Q: 3 clusters Score -237072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237074.734375 Penalty: 1581.301147
	Iteration 25Q: 3 clusters Score -237074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237075.734375 Penalty: 1581.301147
	Iteration 26Q: 3 clusters Score -237075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237076.312500 Penalty: 1581.301147
	Iteration 27Q: 3 clusters Score -237076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237076.312500 Penalty: 1581.301147
	Iteration 28F: 3 clusters Score -237076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Entering Unmasked Estep 
Score: -258709.406250 Penalty: 794.628235
	Iteration 0F: 2 clusters Score -258709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -255512.140625 Penalty: 1589.256470
	Iteration 0F: 3 clusters Score -255512.1 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -256537.015625 Penalty: 1589.256470
	Iteration 1F: 3 clusters Score -256537 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -256679.562500 Penalty: 1589.256470
	Iteration 2F: 3 clusters Score -256679.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -256782.984375 Penalty: 1589.256470
	Iteration 3F: 3 clusters Score -256783 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -256869.140625 Penalty: 1589.256470
	Iteration 4Q: 3 clusters Score -256869.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -256964.750000 Penalty: 1589.256470
	Iteration 5Q: 3 clusters Score -256964.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -257056.093750 Penalty: 1589.256470
	Iteration 6Q: 3 clusters Score -257056.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -257146.062500 Penalty: 1589.256470
	Iteration 7Q: 3 clusters Score -257146.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -257243.953125 Penalty: 1589.256470
	Iteration 8Q: 3 clusters Score -257244 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -257366.296875 Penalty: 1589.256470
	Iteration 9Q: 3 clusters Score -257366.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -257514.781250 Penalty: 1589.256470
	Iteration 10Q: 3 clusters Score -257514.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -257646.640625 Penalty: 1589.256470
	Iteration 11Q: 3 clusters Score -257646.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -257765.062500 Penalty: 1589.256470
	Iteration 12Q: 3 clusters Score -257765.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -257853.406250 Penalty: 1589.256470
	Iteration 13Q: 3 clusters Score -257853.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -257912.062500 Penalty: 1589.256470
	Iteration 14Q: 3 clusters Score -257912.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -257946.812500 Penalty: 1589.256470
	Iteration 15Q: 3 clusters Score -257946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -257966.015625 Penalty: 1589.256470
	Iteration 16Q: 3 clusters Score -257966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -257979.828125 Penalty: 1589.256470
	Iteration 17Q: 3 clusters Score -257979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -257993.406250 Penalty: 1589.256470
	Iteration 18Q: 3 clusters Score -257993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -258003.703125 Penalty: 1589.256470
	Iteration 19Q: 3 clusters Score -258003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -258009.062500 Penalty: 1589.256470
	Iteration 20F: 3 clusters Score -258009.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -258013.812500 Penalty: 1589.256470
	Iteration 21Q: 3 clusters Score -258013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -258019.390625 Penalty: 1589.256470
	Iteration 22Q: 3 clusters Score -258019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -258019.953125 Penalty: 1589.256470
	Iteration 23Q: 3 clusters Score -258020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -258020.546875 Penalty: 1589.256470
	Iteration 24Q: 3 clusters Score -258020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -258020.546875 Penalty: 1589.256470
	Iteration 25F: 3 clusters Score -258020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -151134.828125 Penalty: 754.895081
	Iteration 0F: 2 clusters Score -151134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -148919.171875 Penalty: 1509.790161
	Iteration 0F: 3 clusters Score -148919.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -149582.906250 Penalty: 1509.790161
	Iteration 1F: 3 clusters Score -149582.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -149777.578125 Penalty: 1509.790161
	Iteration 2F: 3 clusters Score -149777.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -149902.859375 Penalty: 1509.790161
	Iteration 3F: 3 clusters Score -149902.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -149982.140625 Penalty: 1509.790161
	Iteration 4Q: 3 clusters Score -149982.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -150037.109375 Penalty: 1509.790161
	Iteration 5Q: 3 clusters Score -150037.1 nChanged 88
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: -150092.453125 Penalty: 1509.790161
	Iteration 6Q: 3 clusters Score -150092.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -150133.875000 Penalty: 1509.790161
	Iteration 7Q: 3 clusters Score -150133.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -150166.796875 Penalty: 1509.790161
	Iteration 8Q: 3 clusters Score -150166.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -150204.609375 Penalty: 1509.790161
	Iteration 9Q: 3 clusters Score -150204.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -150265.093750 Penalty: 1509.790161
	Iteration 10Q: 3 clusters Score -150265.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -150330.031250 Penalty: 1509.790161
	Iteration 11Q: 3 clusters Score -150330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -150377.812500 Penalty: 1509.790161
	Iteration 12Q: 3 clusters Score -150377.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -150437.140625 Penalty: 1509.790161
	Iteration 13Q: 3 clusters Score -150437.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -150496.515625 Penalty: 1509.790161
	Iteration 14Q: 3 clusters Score -150496.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -150539.078125 Penalty: 1509.790161
	Iteration 15Q: 3 clusters Score -150539.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -150571.437500 Penalty: 1509.790161
	Iteration 16Q: 3 clusters Score -150571.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -150586.000000 Penalty: 1509.790161
	Iteration 17Q: 3 clusters Score -150586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -150593.890625 Penalty: 1509.790161
	Iteration 18Q: 3 clusters Score -150593.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -150605.078125 Penalty: 1509.790161
	Iteration 19Q: 3 clusters Score -150605.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -150617.359375 Penalty: 1509.790161
	Iteration 20F: 3 clusters Score -150617.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -150627.546875 Penalty: 1509.790161
	Iteration 21Q: 3 clusters Score -150627.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -150635.250000 Penalty: 1509.790161
	Iteration 22Q: 3 clusters Score -150635.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -150643.765625 Penalty: 1509.790161
	Iteration 23Q: 3 clusters Score -150643.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -150655.390625 Penalty: 1509.790161
	Iteration 24Q: 3 clusters Score -150655.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -150662.843750 Penalty: 1509.790161
	Iteration 25Q: 3 clusters Score -150662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -150668.171875 Penalty: 1509.790161
	Iteration 26Q: 3 clusters Score -150668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -150670.390625 Penalty: 1509.790161
	Iteration 27Q: 3 clusters Score -150670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -150672.671875 Penalty: 1509.790161
	Iteration 28Q: 3 clusters Score -150672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -150674.062500 Penalty: 1509.790161
	Iteration 29Q: 3 clusters Score -150674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -150675.109375 Penalty: 1509.790161
	Iteration 30Q: 3 clusters Score -150675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -150676.265625 Penalty: 1509.790161
	Iteration 31Q: 3 clusters Score -150676.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -150678.031250 Penalty: 1509.790161
	Iteration 32Q: 3 clusters Score -150678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -150679.515625 Penalty: 1509.790161
	Iteration 33Q: 3 clusters Score -150679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -150679.687500 Penalty: 1509.790161
	Iteration 34Q: 3 clusters Score -150679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -150680.171875 Penalty: 1509.790161
	Iteration 35Q: 3 clusters Score -150680.2 nChanged 3
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: -150681.000000 Penalty: 1509.790161
	Iteration 36Q: 3 clusters Score -150681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -150681.937500 Penalty: 1509.790161
	Iteration 37Q: 3 clusters Score -150681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -150682.734375 Penalty: 1509.790161
	Iteration 38Q: 3 clusters Score -150682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -150683.750000 Penalty: 1509.790161
	Iteration 39Q: 3 clusters Score -150683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -150684.828125 Penalty: 1509.790161
	Iteration 40F: 3 clusters Score -150684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -150686.375000 Penalty: 1509.790161
	Iteration 41Q: 3 clusters Score -150686.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -150690.187500 Penalty: 1509.790161
	Iteration 42Q: 3 clusters Score -150690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -150693.953125 Penalty: 1509.790161
	Iteration 43Q: 3 clusters Score -150694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -150696.156250 Penalty: 1509.790161
	Iteration 44Q: 3 clusters Score -150696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -150698.578125 Penalty: 1509.790161
	Iteration 45Q: 3 clusters Score -150698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -150699.437500 Penalty: 1509.790161
	Iteration 46Q: 3 clusters Score -150699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -150699.890625 Penalty: 1509.790161
	Iteration 47Q: 3 clusters Score -150699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -150700.109375 Penalty: 1509.790161
	Iteration 48Q: 3 clusters Score -150700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -150700.109375 Penalty: 1509.790161
	Iteration 49F: 3 clusters Score -150700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 10 contains 40340 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 19714 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287442 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621684.000000 Penalty: 30804.640625
Iteration 279Q: 25 clusters Score -3.862168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 10 contains 40339 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 19715 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287443 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621660.000000 Penalty: 30804.640625
Iteration 280F: 25 clusters Score -3.862166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 40339 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 19715 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287443 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621656.000000 Penalty: 30804.640625
Iteration 281Q: 25 clusters Score -3.862166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 40339 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 19715 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287443 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621656.000000 Penalty: 30804.640625
Iteration 282F: 25 clusters Score -3.862166e+07 nChanged 0
Entering ConstructFrom: 
Score: -38621656.000000 Penalty: 30804.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -323000.937500 Penalty: 827.383484
	Iteration 0F: 2 clusters Score -323000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -318734.937500 Penalty: 1654.766968
	Iteration 0F: 3 clusters Score -318734.9 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -320342.843750 Penalty: 1654.766968
	Iteration 1F: 3 clusters Score -320342.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -320821.781250 Penalty: 1654.766968
	Iteration 2F: 3 clusters Score -320821.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -321253.687500 Penalty: 1654.766968
	Iteration 3F: 3 clusters Score -321253.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -321559.312500 Penalty: 1654.766968
	Iteration 4F: 3 clusters Score -321559.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -321751.031250 Penalty: 1654.766968
	Iteration 5F: 3 clusters Score -321751 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -321866.781250 Penalty: 1654.766968
	Iteration 6Q: 3 clusters Score -321866.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -321934.375000 Penalty: 1654.766968
	Iteration 7Q: 3 clusters Score -321934.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -321974.593750 Penalty: 1654.766968
	Iteration 8Q: 3 clusters Score -321974.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -322000.593750 Penalty: 1654.766968
	Iteration 9Q: 3 clusters Score -322000.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -322018.187500 Penalty: 1654.766968
	Iteration 10Q: 3 clusters Score -322018.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -322035.906250 Penalty: 1654.766968
	Iteration 11Q: 3 clusters Score -322035.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -322052.812500 Penalty: 1654.766968
	Iteration 12Q: 3 clusters Score -322052.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -322066.593750 Penalty: 1654.766968
	Iteration 13Q: 3 clusters Score -322066.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -322078.343750 Penalty: 1654.766968
	Iteration 14Q: 3 clusters Score -322078.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -322086.875000 Penalty: 1654.766968
	Iteration 15Q: 3 clusters Score -322086.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -322095.187500 Penalty: 1654.766968
	Iteration 16Q: 3 clusters Score -322095.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -322100.031250 Penalty: 1654.766968
	Iteration 17Q: 3 clusters Score -322100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -322103.468750 Penalty: 1654.766968
	Iteration 18Q: 3 clusters Score -322103.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -322105.593750 Penalty: 1654.766968
	Iteration 19Q: 3 clusters Score -322105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -322106.812500 Penalty: 1654.766968
	Iteration 20F: 3 clusters Score -322106.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -322109.906250 Penalty: 1654.766968
	Iteration 21Q: 3 clusters Score -322109.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -322113.312500 Penalty: 1654.766968
	Iteration 22Q: 3 clusters Score -322113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -322115.125000 Penalty: 1654.766968
	Iteration 23Q: 3 clusters Score -322115.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -322117.812500 Penalty: 1654.766968
	Iteration 24Q: 3 clusters Score -322117.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -322120.406250 Penalty: 1654.766968
	Iteration 25Q: 3 clusters Score -322120.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -322122.437500 Penalty: 1654.766968
	Iteration 26Q: 3 clusters Score -322122.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -322124.187500 Penalty: 1654.766968
	Iteration 27Q: 3 clusters Score -322124.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -322125.406250 Penalty: 1654.766968
	Iteration 28Q: 3 clusters Score -322125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -322125.968750 Penalty: 1654.766968
	Iteration 29Q: 3 clusters Score -322126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -322128.812500 Penalty: 1654.766968
	Iteration 30Q: 3 clusters Score -322128.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -322131.937500 Penalty: 1654.766968
	Iteration 31Q: 3 clusters Score -322131.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -322135.375000 Penalty: 1654.766968
	Iteration 32Q: 3 clusters Score -322135.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -322138.718750 Penalty: 1654.766968
	Iteration 33Q: 3 clusters Score -322138.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -322142.531250 Penalty: 1654.766968
	Iteration 34Q: 3 clusters Score -322142.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -322147.375000 Penalty: 1654.766968
	Iteration 35Q: 3 clusters Score -322147.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -322150.187500 Penalty: 1654.766968
	Iteration 36Q: 3 clusters Score -322150.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -322153.937500 Penalty: 1654.766968
	Iteration 37Q: 3 clusters Score -322153.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -322158.593750 Penalty: 1654.766968
	Iteration 38Q: 3 clusters Score -322158.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -322161.625000 Penalty: 1654.766968
	Iteration 39Q: 3 clusters Score -322161.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -322163.875000 Penalty: 1654.766968
	Iteration 40F: 3 clusters Score -322163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -322166.000000 Penalty: 1654.766968
	Iteration 41Q: 3 clusters Score -322166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -322167.781250 Penalty: 1654.766968
	Iteration 42Q: 3 clusters Score -322167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -322169.937500 Penalty: 1654.766968
	Iteration 43Q: 3 clusters Score -322169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -322170.843750 Penalty: 1654.766968
	Iteration 44Q: 3 clusters Score -322170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -322172.093750 Penalty: 1654.766968
	Iteration 45Q: 3 clusters Score -322172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -322172.687500 Penalty: 1654.766968
	Iteration 46Q: 3 clusters Score -322172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -322175.531250 Penalty: 1654.766968
	Iteration 47Q: 3 clusters Score -322175.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -322177.312500 Penalty: 1654.766968
	Iteration 48Q: 3 clusters Score -322177.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -322178.156250 Penalty: 1654.766968
	Iteration 49Q: 3 clusters Score -322178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -322179.187500 Penalty: 1654.766968
	Iteration 50Q: 3 clusters Score -322179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -322180.406250 Penalty: 1654.766968
	Iteration 51Q: 3 clusters Score -322180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -322181.625000 Penalty: 1654.766968
	Iteration 52Q: 3 clusters Score -322181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -322183.500000 Penalty: 1654.766968
	Iteration 53Q: 3 clusters Score -322183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -322184.687500 Penalty: 1654.766968
	Iteration 54Q: 3 clusters Score -322184.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -322185.468750 Penalty: 1654.766968
	Iteration 55Q: 3 clusters Score -322185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -322188.218750 Penalty: 1654.766968
	Iteration 56Q: 3 clusters Score -322188.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -322191.718750 Penalty: 1654.766968
	Iteration 57Q: 3 clusters Score -322191.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -322193.500000 Penalty: 1654.766968
	Iteration 58Q: 3 clusters Score -322193.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -322198.125000 Penalty: 1654.766968
	Iteration 59Q: 3 clusters Score -322198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -322199.437500 Penalty: 1654.766968
	Iteration 60F: 3 clusters Score -322199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -322201.281250 Penalty: 1654.766968
	Iteration 61Q: 3 clusters Score -322201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -322203.437500 Penalty: 1654.766968
	Iteration 62Q: 3 clusters Score -322203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -322204.000000 Penalty: 1654.766968
	Iteration 63Q: 3 clusters Score -322204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -322204.562500 Penalty: 1654.766968
	Iteration 64Q: 3 clusters Score -322204.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -322205.312500 Penalty: 1654.766968
	Iteration 65Q: 3 clusters Score -322205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -322205.468750 Penalty: 1654.766968
	Iteration 66Q: 3 clusters Score -322205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -322206.656250 Penalty: 1654.766968
	Iteration 67Q: 3 clusters Score -322206.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -322207.125000 Penalty: 1654.766968
	Iteration 68Q: 3 clusters Score -322207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -322207.125000 Penalty: 1654.766968
	Iteration 69F: 3 clusters Score -322207.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Entering Unmasked Estep 
Score: -2015605.875000 Penalty: 994.344360
	Iteration 0F: 2 clusters Score -2015606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1992143.750000 Penalty: 1988.688721
	Iteration 0F: 3 clusters Score -1992144 nChanged 16534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2001801.125000 Penalty: 1988.688721
	Iteration 1F: 3 clusters Score -2001801 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2002671.000000 Penalty: 1988.688721
	Iteration 2F: 3 clusters Score -2002671 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2004063.750000 Penalty: 1988.688721
	Iteration 3F: 3 clusters Score -2004064 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2005966.500000 Penalty: 1988.688721
	Iteration 4F: 3 clusters Score -2005966 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2008096.750000 Penalty: 1988.688721
	Iteration 5F: 3 clusters Score -2008097 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2010000.375000 Penalty: 1988.688721
	Iteration 6F: 3 clusters Score -2010000 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2011459.625000 Penalty: 1988.688721
	Iteration 7F: 3 clusters Score -2011460 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2012442.375000 Penalty: 1988.688721
	Iteration 8Q: 3 clusters Score -2012442 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2013109.000000 Penalty: 1988.688721
	Iteration 9Q: 3 clusters Score -2013109 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2013598.125000 Penalty: 1988.688721
	Iteration 10Q: 3 clusters Score -2013598 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2013962.125000 Penalty: 1988.688721
	Iteration 11Q: 3 clusters Score -2013962 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2014220.250000 Penalty: 1988.688721
	Iteration 12Q: 3 clusters Score -2014220 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2014389.875000 Penalty: 1988.688721
	Iteration 13Q: 3 clusters Score -2014390 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2014520.750000 Penalty: 1988.688721
	Iteration 14Q: 3 clusters Score -2014521 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2014590.250000 Penalty: 1988.688721
	Iteration 15Q: 3 clusters Score -2014590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2014639.000000 Penalty: 1988.688721
	Iteration 16Q: 3 clusters Score -2014639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2014675.125000 Penalty: 1988.688721
	Iteration 17Q: 3 clusters Score -2014675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2014697.625000 Penalty: 1988.688721
	Iteration 18Q: 3 clusters Score -2014698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2014713.375000 Penalty: 1988.688721
	Iteration 19Q: 3 clusters Score -2014713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2014723.125000 Penalty: 1988.688721
	Iteration 20F: 3 clusters Score -2014723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2014735.375000 Penalty: 1988.688721
	Iteration 21Q: 3 clusters Score -2014735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2014738.875000 Penalty: 1988.688721
	Iteration 22Q: 3 clusters Score -2014739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2014743.500000 Penalty: 1988.688721
	Iteration 23Q: 3 clusters Score -2014744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2014745.625000 Penalty: 1988.688721
	Iteration 24Q: 3 clusters Score -2014746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2014743.625000 Penalty: 1988.688721
	Iteration 25Q: 3 clusters Score -2014744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2014742.500000 Penalty: 1988.688721
	Iteration 26Q: 3 clusters Score -2014742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2014747.500000 Penalty: 1988.688721
	Iteration 27Q: 3 clusters Score -2014748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2014751.375000 Penalty: 1988.688721
	Iteration 28Q: 3 clusters Score -2014751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2014753.875000 Penalty: 1988.688721
	Iteration 29Q: 3 clusters Score -2014754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2014759.125000 Penalty: 1988.688721
	Iteration 30Q: 3 clusters Score -2014759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2014761.500000 Penalty: 1988.688721
	Iteration 31Q: 3 clusters Score -2014762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2014765.750000 Penalty: 1988.688721
	Iteration 32Q: 3 clusters Score -2014766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2014768.625000 Penalty: 1988.688721
	Iteration 33Q: 3 clusters Score -2014769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2014768.625000 Penalty: 1988.688721
	Iteration 34Q: 3 clusters Score -2014769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2014768.750000 Penalty: 1988.688721
	Iteration 35Q: 3 clusters Score -2014769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2014768.750000 Penalty: 1988.688721
	Iteration 36F: 3 clusters Score -2014769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -246994.734375 Penalty: 811.405029
	Iteration 0F: 2 clusters Score -246994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -243315.171875 Penalty: 1622.810059
	Iteration 0F: 3 clusters Score -243315.2 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -244563.468750 Penalty: 1622.810059
	Iteration 1F: 3 clusters Score -244563.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -244820.921875 Penalty: 1622.810059
	Iteration 2F: 3 clusters Score -244820.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -245132.046875 Penalty: 1622.810059
	Iteration 3F: 3 clusters Score -245132 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -245448.656250 Penalty: 1622.810059
	Iteration 4F: 3 clusters Score -245448.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -245687.000000 Penalty: 1622.810059
	Iteration 5F: 3 clusters Score -245687 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -245882.015625 Penalty: 1622.810059
	Iteration 6Q: 3 clusters Score -245882 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -246078.218750 Penalty: 1622.810059
	Iteration 7Q: 3 clusters Score -246078.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -246267.296875 Penalty: 1622.810059
	Iteration 8Q: 3 clusters Score -246267.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -246424.250000 Penalty: 1622.810059
	Iteration 9Q: 3 clusters Score -246424.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -246493.109375 Penalty: 1622.810059
	Iteration 10Q: 3 clusters Score -246493.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -246520.578125 Penalty: 1622.810059
	Iteration 11Q: 3 clusters Score -246520.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -246541.062500 Penalty: 1622.810059
	Iteration 12Q: 3 clusters Score -246541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -246552.515625 Penalty: 1622.810059
	Iteration 13Q: 3 clusters Score -246552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -246559.250000 Penalty: 1622.810059
	Iteration 14Q: 3 clusters Score -246559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -246564.203125 Penalty: 1622.810059
	Iteration 15Q: 3 clusters Score -246564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -246567.390625 Penalty: 1622.810059
	Iteration 16Q: 3 clusters Score -246567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -246569.281250 Penalty: 1622.810059
	Iteration 17Q: 3 clusters Score -246569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -246570.000000 Penalty: 1622.810059
	Iteration 18Q: 3 clusters Score -246570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -246571.671875 Penalty: 1622.810059
	Iteration 19F: 3 clusters Score -246571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -246574.640625 Penalty: 1622.810059
	Iteration 20F: 3 clusters Score -246574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -246575.671875 Penalty: 1622.810059
	Iteration 21Q: 3 clusters Score -246575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -246577.203125 Penalty: 1622.810059
	Iteration 22Q: 3 clusters Score -246577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -246577.203125 Penalty: 1622.810059
	Iteration 23F: 3 clusters Score -246577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -208408.625000 Penalty: 789.020935
	Iteration 0F: 2 clusters Score -208408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -205491.250000 Penalty: 1578.041870
	Iteration 0F: 3 clusters Score -205491.2 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -206523.312500 Penalty: 1578.041870
	Iteration 1F: 3 clusters Score -206523.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -206733.453125 Penalty: 1578.041870
	Iteration 2F: 3 clusters Score -206733.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -206921.203125 Penalty: 1578.041870
	Iteration 3F: 3 clusters Score -206921.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -207075.406250 Penalty: 1578.041870
	Iteration 4F: 3 clusters Score -207075.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -207208.125000 Penalty: 1578.041870
	Iteration 5F: 3 clusters Score -207208.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -207322.390625 Penalty: 1578.041870
	Iteration 6Q: 3 clusters Score -207322.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -207423.250000 Penalty: 1578.041870
	Iteration 7Q: 3 clusters Score -207423.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -207518.468750 Penalty: 1578.041870
	Iteration 8Q: 3 clusters Score -207518.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -207599.281250 Penalty: 1578.041870
	Iteration 9Q: 3 clusters Score -207599.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -207673.265625 Penalty: 1578.041870
	Iteration 10Q: 3 clusters Score -207673.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -207749.968750 Penalty: 1578.041870
	Iteration 11Q: 3 clusters Score -207750 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -207829.046875 Penalty: 1578.041870
	Iteration 12Q: 3 clusters Score -207829 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -207910.953125 Penalty: 1578.041870
	Iteration 13Q: 3 clusters Score -207911 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -207985.421875 Penalty: 1578.041870
	Iteration 14Q: 3 clusters Score -207985.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -208054.734375 Penalty: 1578.041870
	Iteration 15Q: 3 clusters Score -208054.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -208113.140625 Penalty: 1578.041870
	Iteration 16Q: 3 clusters Score -208113.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -208143.218750 Penalty: 1578.041870
	Iteration 17Q: 3 clusters Score -208143.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -208163.000000 Penalty: 1578.041870
	Iteration 18Q: 3 clusters Score -208163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -208171.218750 Penalty: 1578.041870
	Iteration 19Q: 3 clusters Score -208171.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -208175.671875 Penalty: 1578.041870
	Iteration 20F: 3 clusters Score -208175.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -208177.390625 Penalty: 1578.041870
	Iteration 21Q: 3 clusters Score -208177.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -208180.718750 Penalty: 1578.041870
	Iteration 22Q: 3 clusters Score -208180.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -208187.406250 Penalty: 1578.041870
	Iteration 23Q: 3 clusters Score -208187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -208189.687500 Penalty: 1578.041870
	Iteration 24Q: 3 clusters Score -208189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -208193.125000 Penalty: 1578.041870
	Iteration 25Q: 3 clusters Score -208193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -208196.484375 Penalty: 1578.041870
	Iteration 26Q: 3 clusters Score -208196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -208197.734375 Penalty: 1578.041870
	Iteration 27Q: 3 clusters Score -208197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -208200.421875 Penalty: 1578.041870
	Iteration 28Q: 3 clusters Score -208200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -208209.812500 Penalty: 1578.041870
	Iteration 29Q: 3 clusters Score -208209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -208212.531250 Penalty: 1578.041870
	Iteration 30Q: 3 clusters Score -208212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -208216.390625 Penalty: 1578.041870
	Iteration 31Q: 3 clusters Score -208216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -208218.750000 Penalty: 1578.041870
	Iteration 32Q: 3 clusters Score -208218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -208219.875000 Penalty: 1578.041870
	Iteration 33Q: 3 clusters Score -208219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -208219.703125 Penalty: 1578.041870
	Iteration 34Q: 3 clusters Score -208219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -208219.703125 Penalty: 1578.041870
	Iteration 35F: 3 clusters Score -208219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (142348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Entering Unmasked Estep 
Score: -7724548.500000 Penalty: 1127.272827
	Iteration 0F: 2 clusters Score -7724548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -7628802.500000 Penalty: 2254.545654
	Iteration 0F: 3 clusters Score -7628802 nChanged 69087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -7669918.000000 Penalty: 2254.545654
	Iteration 1F: 3 clusters Score -7669918 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -7671116.000000 Penalty: 2254.545654
	Iteration 2Q: 3 clusters Score -7671116 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -7672554.500000 Penalty: 2254.545654
	Iteration 3Q: 3 clusters Score -7672554 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -7674529.000000 Penalty: 2254.545654
	Iteration 4Q: 3 clusters Score -7674529 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89086 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -7677540.500000 Penalty: 2254.545654
	Iteration 5Q: 3 clusters Score -7677540 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -7682239.000000 Penalty: 2254.545654
	Iteration 6F: 3 clusters Score -7682239 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107399 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -7689622.000000 Penalty: 2254.545654
	Iteration 7F: 3 clusters Score -7689622 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118998 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -7699920.500000 Penalty: 2254.545654
	Iteration 8F: 3 clusters Score -7699920 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -7710904.500000 Penalty: 2254.545654
	Iteration 9F: 3 clusters Score -7710904 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137421 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -7718803.000000 Penalty: 2254.545654
	Iteration 10F: 3 clusters Score -7718803 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7722188.500000 Penalty: 2254.545654
	Iteration 11Q: 3 clusters Score -7722188 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141905 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7723132.500000 Penalty: 2254.545654
	Iteration 12Q: 3 clusters Score -7723132 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7723355.500000 Penalty: 2254.545654
	Iteration 13Q: 3 clusters Score -7723356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142220 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7723432.000000 Penalty: 2254.545654
	Iteration 14Q: 3 clusters Score -7723432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142242 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7723481.000000 Penalty: 2254.545654
	Iteration 15Q: 3 clusters Score -7723481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7723499.500000 Penalty: 2254.545654
	Iteration 16Q: 3 clusters Score -7723500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142252 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7723520.000000 Penalty: 2254.545654
	Iteration 17Q: 3 clusters Score -7723520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142253 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7723525.000000 Penalty: 2254.545654
	Iteration 18Q: 3 clusters Score -7723525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142256 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7723533.000000 Penalty: 2254.545654
	Iteration 19Q: 3 clusters Score -7723533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7723531.000000 Penalty: 2254.545654
	Iteration 20F: 3 clusters Score -7723531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142258 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7723533.000000 Penalty: 2254.545654
	Iteration 21Q: 3 clusters Score -7723533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142256 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7723533.500000 Penalty: 2254.545654
	Iteration 22Q: 3 clusters Score -7723534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142256 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7723533.500000 Penalty: 2254.545654
	Iteration 23F: 3 clusters Score -7723534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -187646.375000 Penalty: 784.525513
	Iteration 0F: 2 clusters Score -187646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -184811.062500 Penalty: 1569.051025
	Iteration 0F: 3 clusters Score -184811.1 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -185812.609375 Penalty: 1569.051025
	Iteration 1F: 3 clusters Score -185812.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -186185.765625 Penalty: 1569.051025
	Iteration 2F: 3 clusters Score -186185.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -186506.343750 Penalty: 1569.051025
	Iteration 3F: 3 clusters Score -186506.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -186739.343750 Penalty: 1569.051025
	Iteration 4F: 3 clusters Score -186739.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -186906.437500 Penalty: 1569.051025
	Iteration 5F: 3 clusters Score -186906.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -187024.390625 Penalty: 1569.051025
	Iteration 6Q: 3 clusters Score -187024.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -187084.765625 Penalty: 1569.051025
	Iteration 7Q: 3 clusters Score -187084.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -187122.296875 Penalty: 1569.051025
	Iteration 8Q: 3 clusters Score -187122.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -187151.796875 Penalty: 1569.051025
	Iteration 9Q: 3 clusters Score -187151.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -187170.875000 Penalty: 1569.051025
	Iteration 10Q: 3 clusters Score -187170.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -187182.703125 Penalty: 1569.051025
	Iteration 11Q: 3 clusters Score -187182.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -187189.187500 Penalty: 1569.051025
	Iteration 12Q: 3 clusters Score -187189.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -187194.890625 Penalty: 1569.051025
	Iteration 13Q: 3 clusters Score -187194.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -187198.187500 Penalty: 1569.051025
	Iteration 14Q: 3 clusters Score -187198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -187199.812500 Penalty: 1569.051025
	Iteration 15Q: 3 clusters Score -187199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -187200.328125 Penalty: 1569.051025
	Iteration 16Q: 3 clusters Score -187200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -187201.000000 Penalty: 1569.051025
	Iteration 17Q: 3 clusters Score -187201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -187201.453125 Penalty: 1569.051025
	Iteration 18Q: 3 clusters Score -187201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -187202.250000 Penalty: 1569.051025
	Iteration 19Q: 3 clusters Score -187202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -187202.703125 Penalty: 1569.051025
	Iteration 20F: 3 clusters Score -187202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -187203.531250 Penalty: 1569.051025
	Iteration 21Q: 3 clusters Score -187203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -187203.875000 Penalty: 1569.051025
	Iteration 22Q: 3 clusters Score -187203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -187205.000000 Penalty: 1569.051025
	Iteration 23Q: 3 clusters Score -187205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -187204.937500 Penalty: 1569.051025
	Iteration 24Q: 3 clusters Score -187204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -187205.875000 Penalty: 1569.051025
	Iteration 25Q: 3 clusters Score -187205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -187206.453125 Penalty: 1569.051025
	Iteration 26Q: 3 clusters Score -187206.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -187207.250000 Penalty: 1569.051025
	Iteration 27Q: 3 clusters Score -187207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -187207.359375 Penalty: 1569.051025
	Iteration 28Q: 3 clusters Score -187207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -187207.500000 Penalty: 1569.051025
	Iteration 29Q: 3 clusters Score -187207.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -187207.781250 Penalty: 1569.051025
	Iteration 30Q: 3 clusters Score -187207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -187208.265625 Penalty: 1569.051025
	Iteration 31Q: 3 clusters Score -187208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -187208.453125 Penalty: 1569.051025
	Iteration 32Q: 3 clusters Score -187208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -187209.015625 Penalty: 1569.051025
	Iteration 33Q: 3 clusters Score -187209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -187208.828125 Penalty: 1569.051025
	Iteration 34Q: 3 clusters Score -187208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -187209.375000 Penalty: 1569.051025
	Iteration 35Q: 3 clusters Score -187209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -187209.375000 Penalty: 1569.051025
	Iteration 36F: 3 clusters Score -187209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Entering Unmasked Estep 
Score: -710164.437500 Penalty: 901.198914
	Iteration 0F: 2 clusters Score -710164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -701305.562500 Penalty: 1802.397827
	Iteration 0F: 3 clusters Score -701305.6 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -704485.375000 Penalty: 1802.397827
	Iteration 1F: 3 clusters Score -704485.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -704692.812500 Penalty: 1802.397827
	Iteration 2Q: 3 clusters Score -704692.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -704873.875000 Penalty: 1802.397827
	Iteration 3Q: 3 clusters Score -704873.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -705027.125000 Penalty: 1802.397827
	Iteration 4Q: 3 clusters Score -705027.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -705169.062500 Penalty: 1802.397827
	Iteration 5Q: 3 clusters Score -705169.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -705349.812500 Penalty: 1802.397827
	Iteration 6Q: 3 clusters Score -705349.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -705520.812500 Penalty: 1802.397827
	Iteration 7Q: 3 clusters Score -705520.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -705670.375000 Penalty: 1802.397827
	Iteration 8Q: 3 clusters Score -705670.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -705833.750000 Penalty: 1802.397827
	Iteration 9Q: 3 clusters Score -705833.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -705994.500000 Penalty: 1802.397827
	Iteration 10Q: 3 clusters Score -705994.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -706163.437500 Penalty: 1802.397827
	Iteration 11Q: 3 clusters Score -706163.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -706382.375000 Penalty: 1802.397827
	Iteration 12Q: 3 clusters Score -706382.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -706643.062500 Penalty: 1802.397827
	Iteration 13Q: 3 clusters Score -706643.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -706956.000000 Penalty: 1802.397827
	Iteration 14Q: 3 clusters Score -706956 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -707318.750000 Penalty: 1802.397827
	Iteration 15Q: 3 clusters Score -707318.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -707719.250000 Penalty: 1802.397827
	Iteration 16Q: 3 clusters Score -707719.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -708109.187500 Penalty: 1802.397827
	Iteration 17Q: 3 clusters Score -708109.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -708459.250000 Penalty: 1802.397827
	Iteration 18Q: 3 clusters Score -708459.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -708766.625000 Penalty: 1802.397827
	Iteration 19Q: 3 clusters Score -708766.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -708985.562500 Penalty: 1802.397827
	Iteration 20F: 3 clusters Score -708985.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -709145.812500 Penalty: 1802.397827
	Iteration 21Q: 3 clusters Score -709145.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -709230.250000 Penalty: 1802.397827
	Iteration 22Q: 3 clusters Score -709230.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -709274.250000 Penalty: 1802.397827
	Iteration 23Q: 3 clusters Score -709274.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -709307.812500 Penalty: 1802.397827
	Iteration 24Q: 3 clusters Score -709307.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -709333.375000 Penalty: 1802.397827
	Iteration 25Q: 3 clusters Score -709333.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -709346.125000 Penalty: 1802.397827
	Iteration 26Q: 3 clusters Score -709346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -709354.625000 Penalty: 1802.397827
	Iteration 27Q: 3 clusters Score -709354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -709356.500000 Penalty: 1802.397827
	Iteration 28Q: 3 clusters Score -709356.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -709361.000000 Penalty: 1802.397827
	Iteration 29Q: 3 clusters Score -709361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -709361.500000 Penalty: 1802.397827
	Iteration 30Q: 3 clusters Score -709361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -709361.500000 Penalty: 1802.397827
	Iteration 31F: 3 clusters Score -709361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -349079.062500 Penalty: 834.131042
	Iteration 0F: 2 clusters Score -349079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -344521.687500 Penalty: 1668.262085
	Iteration 0F: 3 clusters Score -344521.7 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -346124.093750 Penalty: 1668.262085
	Iteration 1F: 3 clusters Score -346124.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -346306.093750 Penalty: 1668.262085
	Iteration 2F: 3 clusters Score -346306.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -346473.687500 Penalty: 1668.262085
	Iteration 3F: 3 clusters Score -346473.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -346677.406250 Penalty: 1668.262085
	Iteration 4F: 3 clusters Score -346677.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -346914.687500 Penalty: 1668.262085
	Iteration 5F: 3 clusters Score -346914.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -347221.062500 Penalty: 1668.262085
	Iteration 6F: 3 clusters Score -347221.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -347625.843750 Penalty: 1668.262085
	Iteration 7F: 3 clusters Score -347625.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -348099.718750 Penalty: 1668.262085
	Iteration 8F: 3 clusters Score -348099.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -348461.625000 Penalty: 1668.262085
	Iteration 9F: 3 clusters Score -348461.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -348672.562500 Penalty: 1668.262085
	Iteration 10Q: 3 clusters Score -348672.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -348808.718750 Penalty: 1668.262085
	Iteration 11Q: 3 clusters Score -348808.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -348879.937500 Penalty: 1668.262085
	Iteration 12Q: 3 clusters Score -348879.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -348920.500000 Penalty: 1668.262085
	Iteration 13Q: 3 clusters Score -348920.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -348943.843750 Penalty: 1668.262085
	Iteration 14Q: 3 clusters Score -348943.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -348969.593750 Penalty: 1668.262085
	Iteration 15Q: 3 clusters Score -348969.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -349003.125000 Penalty: 1668.262085
	Iteration 16Q: 3 clusters Score -349003.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -349024.593750 Penalty: 1668.262085
	Iteration 17Q: 3 clusters Score -349024.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -349043.093750 Penalty: 1668.262085
	Iteration 18Q: 3 clusters Score -349043.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -349058.062500 Penalty: 1668.262085
	Iteration 19Q: 3 clusters Score -349058.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -349070.593750 Penalty: 1668.262085
	Iteration 20F: 3 clusters Score -349070.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -349079.531250 Penalty: 1668.262085
	Iteration 21Q: 3 clusters Score -349079.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -349087.843750 Penalty: 1668.262085
	Iteration 22Q: 3 clusters Score -349087.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -349091.687500 Penalty: 1668.262085
	Iteration 23Q: 3 clusters Score -349091.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -349094.843750 Penalty: 1668.262085
	Iteration 24Q: 3 clusters Score -349094.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -349097.687500 Penalty: 1668.262085
	Iteration 25Q: 3 clusters Score -349097.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -349100.125000 Penalty: 1668.262085
	Iteration 26Q: 3 clusters Score -349100.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -349104.843750 Penalty: 1668.262085
	Iteration 27Q: 3 clusters Score -349104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -349107.656250 Penalty: 1668.262085
	Iteration 28Q: 3 clusters Score -349107.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -349109.812500 Penalty: 1668.262085
	Iteration 29Q: 3 clusters Score -349109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -349111.312500 Penalty: 1668.262085
	Iteration 30Q: 3 clusters Score -349111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -349112.375000 Penalty: 1668.262085
	Iteration 31Q: 3 clusters Score -349112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -349114.406250 Penalty: 1668.262085
	Iteration 32Q: 3 clusters Score -349114.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -349117.093750 Penalty: 1668.262085
	Iteration 33Q: 3 clusters Score -349117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -349118.281250 Penalty: 1668.262085
	Iteration 34Q: 3 clusters Score -349118.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -349119.000000 Penalty: 1668.262085
	Iteration 35Q: 3 clusters Score -349119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -349119.968750 Penalty: 1668.262085
	Iteration 36Q: 3 clusters Score -349120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -349120.156250 Penalty: 1668.262085
	Iteration 37Q: 3 clusters Score -349120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -349120.562500 Penalty: 1668.262085
	Iteration 38Q: 3 clusters Score -349120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -349119.843750 Penalty: 1668.262085
	Iteration 39Q: 3 clusters Score -349119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -349121.718750 Penalty: 1668.262085
	Iteration 40F: 3 clusters Score -349121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -349122.593750 Penalty: 1668.262085
	Iteration 41Q: 3 clusters Score -349122.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -349122.406250 Penalty: 1668.262085
	Iteration 42Q: 3 clusters Score -349122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -349122.687500 Penalty: 1668.262085
	Iteration 43Q: 3 clusters Score -349122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -349123.968750 Penalty: 1668.262085
	Iteration 44Q: 3 clusters Score -349124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -349124.500000 Penalty: 1668.262085
	Iteration 45Q: 3 clusters Score -349124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -349124.312500 Penalty: 1668.262085
	Iteration 46Q: 3 clusters Score -349124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -349124.312500 Penalty: 1668.262085
	Iteration 47F: 3 clusters Score -349124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 3636 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 40339 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 19715 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287443 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Mstep: Class 25 contains 2869 members 
Entering Unmasked Estep 
Score: -38621192.000000 Penalty: 32088.166016
Splitting cluster 8 changes total score from -38621656.000000 to -38621192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Entering Unmasked Estep 
Score: -557719.125000 Penalty: 872.147400
	Iteration 0F: 2 clusters Score -557719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -551109.750000 Penalty: 1744.294800
	Iteration 0F: 3 clusters Score -551109.8 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -553593.812500 Penalty: 1744.294800
	Iteration 1F: 3 clusters Score -553593.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -554019.687500 Penalty: 1744.294800
	Iteration 2F: 3 clusters Score -554019.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -554562.750000 Penalty: 1744.294800
	Iteration 3F: 3 clusters Score -554562.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -555184.875000 Penalty: 1744.294800
	Iteration 4F: 3 clusters Score -555184.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -555750.687500 Penalty: 1744.294800
	Iteration 5F: 3 clusters Score -555750.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -556187.437500 Penalty: 1744.294800
	Iteration 6Q: 3 clusters Score -556187.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -556536.187500 Penalty: 1744.294800
	Iteration 7Q: 3 clusters Score -556536.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -556706.937500 Penalty: 1744.294800
	Iteration 8Q: 3 clusters Score -556706.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -556795.625000 Penalty: 1744.294800
	Iteration 9Q: 3 clusters Score -556795.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -556845.250000 Penalty: 1744.294800
	Iteration 10Q: 3 clusters Score -556845.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -556881.312500 Penalty: 1744.294800
	Iteration 11Q: 3 clusters Score -556881.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -556915.062500 Penalty: 1744.294800
	Iteration 12Q: 3 clusters Score -556915.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -556937.125000 Penalty: 1744.294800
	Iteration 13Q: 3 clusters Score -556937.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -556956.750000 Penalty: 1744.294800
	Iteration 14Q: 3 clusters Score -556956.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -556969.812500 Penalty: 1744.294800
	Iteration 15Q: 3 clusters Score -556969.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -556984.687500 Penalty: 1744.294800
	Iteration 16Q: 3 clusters Score -556984.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -556987.875000 Penalty: 1744.294800
	Iteration 17Q: 3 clusters Score -556987.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -556992.750000 Penalty: 1744.294800
	Iteration 18Q: 3 clusters Score -556992.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -556995.125000 Penalty: 1744.294800
	Iteration 19Q: 3 clusters Score -556995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -556998.750000 Penalty: 1744.294800
	Iteration 20F: 3 clusters Score -556998.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -556999.375000 Penalty: 1744.294800
	Iteration 21Q: 3 clusters Score -556999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -556999.687500 Penalty: 1744.294800
	Iteration 22Q: 3 clusters Score -556999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -557000.375000 Penalty: 1744.294800
	Iteration 23Q: 3 clusters Score -557000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -557000.000000 Penalty: 1744.294800
	Iteration 24Q: 3 clusters Score -557000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -557000.562500 Penalty: 1744.294800
	Iteration 25Q: 3 clusters Score -557000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -556999.687500 Penalty: 1744.294800
	Iteration 26Q: 3 clusters Score -556999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -557000.375000 Penalty: 1744.294800
	Iteration 27Q: 3 clusters Score -557000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -557000.375000 Penalty: 1744.294800
	Iteration 28F: 3 clusters Score -557000.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Entering Unmasked Estep 
Score: -2016533.250000 Penalty: 1007.481995
	Iteration 0F: 2 clusters Score -2016533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1989559.500000 Penalty: 2014.963989
	Iteration 0F: 3 clusters Score -1989560 nChanged 19004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2000706.750000 Penalty: 2014.963989
	Iteration 1F: 3 clusters Score -2000707 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2001255.750000 Penalty: 2014.963989
	Iteration 2Q: 3 clusters Score -2001256 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2001992.500000 Penalty: 2014.963989
	Iteration 3Q: 3 clusters Score -2001992 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2003196.875000 Penalty: 2014.963989
	Iteration 4F: 3 clusters Score -2003197 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -2005216.500000 Penalty: 2014.963989
	Iteration 5F: 3 clusters Score -2005216 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -2007988.500000 Penalty: 2014.963989
	Iteration 6F: 3 clusters Score -2007988 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -2010645.875000 Penalty: 2014.963989
	Iteration 7F: 3 clusters Score -2010646 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -2012669.625000 Penalty: 2014.963989
	Iteration 8F: 3 clusters Score -2012670 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -2013893.875000 Penalty: 2014.963989
	Iteration 9Q: 3 clusters Score -2013894 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -2014617.375000 Penalty: 2014.963989
	Iteration 10Q: 3 clusters Score -2014617 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -2015023.125000 Penalty: 2014.963989
	Iteration 11Q: 3 clusters Score -2015023 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -2015249.750000 Penalty: 2014.963989
	Iteration 12Q: 3 clusters Score -2015250 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -2015408.125000 Penalty: 2014.963989
	Iteration 13Q: 3 clusters Score -2015408 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -2015517.875000 Penalty: 2014.963989
	Iteration 14Q: 3 clusters Score -2015518 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -2015589.000000 Penalty: 2014.963989
	Iteration 15Q: 3 clusters Score -2015589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -2015644.250000 Penalty: 2014.963989
	Iteration 16Q: 3 clusters Score -2015644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -2015675.250000 Penalty: 2014.963989
	Iteration 17Q: 3 clusters Score -2015675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -2015712.375000 Penalty: 2014.963989
	Iteration 18Q: 3 clusters Score -2015712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -2015730.250000 Penalty: 2014.963989
	Iteration 19Q: 3 clusters Score -2015730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -2015747.125000 Penalty: 2014.963989
	Iteration 20F: 3 clusters Score -2015747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -2015752.875000 Penalty: 2014.963989
	Iteration 21Q: 3 clusters Score -2015753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -2015759.875000 Penalty: 2014.963989
	Iteration 22Q: 3 clusters Score -2015760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -2015763.625000 Penalty: 2014.963989
	Iteration 23Q: 3 clusters Score -2015764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -2015768.250000 Penalty: 2014.963989
	Iteration 24Q: 3 clusters Score -2015768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -2015771.250000 Penalty: 2014.963989
	Iteration 25Q: 3 clusters Score -2015771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -2015771.000000 Penalty: 2014.963989
	Iteration 26Q: 3 clusters Score -2015771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -2015773.750000 Penalty: 2014.963989
	Iteration 27Q: 3 clusters Score -2015774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -2015775.500000 Penalty: 2014.963989
	Iteration 28Q: 3 clusters Score -2015776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -2015775.250000 Penalty: 2014.963989
	Iteration 29Q: 3 clusters Score -2015775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -2015775.250000 Penalty: 2014.963989
	Iteration 30F: 3 clusters Score -2015775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -137957.859375 Penalty: 752.511414
	Iteration 0F: 2 clusters Score -137957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -135801.140625 Penalty: 1505.022827
	Iteration 0F: 3 clusters Score -135801.1 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -136435.203125 Penalty: 1505.022827
	Iteration 1F: 3 clusters Score -136435.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -136558.296875 Penalty: 1505.022827
	Iteration 2F: 3 clusters Score -136558.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -136628.375000 Penalty: 1505.022827
	Iteration 3F: 3 clusters Score -136628.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -136681.453125 Penalty: 1505.022827
	Iteration 4Q: 3 clusters Score -136681.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -136717.968750 Penalty: 1505.022827
	Iteration 5Q: 3 clusters Score -136718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -136743.312500 Penalty: 1505.022827
	Iteration 6Q: 3 clusters Score -136743.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -136772.281250 Penalty: 1505.022827
	Iteration 7Q: 3 clusters Score -136772.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -136798.796875 Penalty: 1505.022827
	Iteration 8Q: 3 clusters Score -136798.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -136833.156250 Penalty: 1505.022827
	Iteration 9Q: 3 clusters Score -136833.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -136874.578125 Penalty: 1505.022827
	Iteration 10Q: 3 clusters Score -136874.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -136914.843750 Penalty: 1505.022827
	Iteration 11Q: 3 clusters Score -136914.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -136940.078125 Penalty: 1505.022827
	Iteration 12Q: 3 clusters Score -136940.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -136957.671875 Penalty: 1505.022827
	Iteration 13Q: 3 clusters Score -136957.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -136980.828125 Penalty: 1505.022827
	Iteration 14Q: 3 clusters Score -136980.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -136999.640625 Penalty: 1505.022827
	Iteration 15Q: 3 clusters Score -136999.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -137018.437500 Penalty: 1505.022827
	Iteration 16Q: 3 clusters Score -137018.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137041.000000 Penalty: 1505.022827
	Iteration 17Q: 3 clusters Score -137041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -137062.859375 Penalty: 1505.022827
	Iteration 18Q: 3 clusters Score -137062.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137084.718750 Penalty: 1505.022827
	Iteration 19Q: 3 clusters Score -137084.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137105.984375 Penalty: 1505.022827
	Iteration 20F: 3 clusters Score -137106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137125.031250 Penalty: 1505.022827
	Iteration 21Q: 3 clusters Score -137125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -137147.500000 Penalty: 1505.022827
	Iteration 22Q: 3 clusters Score -137147.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137164.937500 Penalty: 1505.022827
	Iteration 23Q: 3 clusters Score -137164.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137174.078125 Penalty: 1505.022827
	Iteration 24Q: 3 clusters Score -137174.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -137184.687500 Penalty: 1505.022827
	Iteration 25Q: 3 clusters Score -137184.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -137191.265625 Penalty: 1505.022827
	Iteration 26Q: 3 clusters Score -137191.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -137202.109375 Penalty: 1505.022827
	Iteration 27Q: 3 clusters Score -137202.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -137210.781250 Penalty: 1505.022827
	Iteration 28Q: 3 clusters Score -137210.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -137216.656250 Penalty: 1505.022827
	Iteration 29Q: 3 clusters Score -137216.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -137222.234375 Penalty: 1505.022827
	Iteration 30Q: 3 clusters Score -137222.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -137232.234375 Penalty: 1505.022827
	Iteration 31Q: 3 clusters Score -137232.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -137248.859375 Penalty: 1505.022827
	Iteration 32Q: 3 clusters Score -137248.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137265.156250 Penalty: 1505.022827
	Iteration 33Q: 3 clusters Score -137265.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -137280.984375 Penalty: 1505.022827
	Iteration 34Q: 3 clusters Score -137281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -137298.140625 Penalty: 1505.022827
	Iteration 35Q: 3 clusters Score -137298.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -137313.312500 Penalty: 1505.022827
	Iteration 36Q: 3 clusters Score -137313.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -137329.687500 Penalty: 1505.022827
	Iteration 37Q: 3 clusters Score -137329.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -137341.406250 Penalty: 1505.022827
	Iteration 38Q: 3 clusters Score -137341.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -137354.968750 Penalty: 1505.022827
	Iteration 39Q: 3 clusters Score -137355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -137384.718750 Penalty: 1505.022827
	Iteration 40F: 3 clusters Score -137384.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -137412.375000 Penalty: 1505.022827
	Iteration 41Q: 3 clusters Score -137412.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -137423.437500 Penalty: 1505.022827
	Iteration 42Q: 3 clusters Score -137423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -137428.593750 Penalty: 1505.022827
	Iteration 43Q: 3 clusters Score -137428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -137431.953125 Penalty: 1505.022827
	Iteration 44Q: 3 clusters Score -137432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -137433.281250 Penalty: 1505.022827
	Iteration 45Q: 3 clusters Score -137433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -137433.500000 Penalty: 1505.022827
	Iteration 46Q: 3 clusters Score -137433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -137433.500000 Penalty: 1505.022827
	Iteration 47F: 3 clusters Score -137433.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Entering Unmasked Estep 
Score: -1086735.875000 Penalty: 939.467834
	Iteration 0F: 2 clusters Score -1086736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1073479.875000 Penalty: 1878.935669
	Iteration 0F: 3 clusters Score -1073480 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1078560.500000 Penalty: 1878.935669
	Iteration 1F: 3 clusters Score -1078560 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1079048.125000 Penalty: 1878.935669
	Iteration 2F: 3 clusters Score -1079048 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1079907.750000 Penalty: 1878.935669
	Iteration 3F: 3 clusters Score -1079908 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1081308.125000 Penalty: 1878.935669
	Iteration 4F: 3 clusters Score -1081308 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1083017.375000 Penalty: 1878.935669
	Iteration 5F: 3 clusters Score -1083017 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1084652.375000 Penalty: 1878.935669
	Iteration 6F: 3 clusters Score -1084652 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1085821.750000 Penalty: 1878.935669
	Iteration 7F: 3 clusters Score -1085822 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1086371.250000 Penalty: 1878.935669
	Iteration 8Q: 3 clusters Score -1086371 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1086557.875000 Penalty: 1878.935669
	Iteration 9Q: 3 clusters Score -1086558 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1086619.375000 Penalty: 1878.935669
	Iteration 10Q: 3 clusters Score -1086619 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1086661.000000 Penalty: 1878.935669
	Iteration 11Q: 3 clusters Score -1086661 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1086683.750000 Penalty: 1878.935669
	Iteration 12Q: 3 clusters Score -1086684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1086702.875000 Penalty: 1878.935669
	Iteration 13Q: 3 clusters Score -1086703 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1086713.000000 Penalty: 1878.935669
	Iteration 14Q: 3 clusters Score -1086713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1086718.375000 Penalty: 1878.935669
	Iteration 15Q: 3 clusters Score -1086718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1086726.750000 Penalty: 1878.935669
	Iteration 16Q: 3 clusters Score -1086727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1086735.000000 Penalty: 1878.935669
	Iteration 17Q: 3 clusters Score -1086735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1086738.500000 Penalty: 1878.935669
	Iteration 18Q: 3 clusters Score -1086738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1086742.750000 Penalty: 1878.935669
	Iteration 19Q: 3 clusters Score -1086743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1086743.375000 Penalty: 1878.935669
	Iteration 20F: 3 clusters Score -1086743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1086745.250000 Penalty: 1878.935669
	Iteration 21Q: 3 clusters Score -1086745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1086749.625000 Penalty: 1878.935669
	Iteration 22Q: 3 clusters Score -1086750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1086748.625000 Penalty: 1878.935669
	Iteration 23Q: 3 clusters Score -1086749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1086750.500000 Penalty: 1878.935669
	Iteration 24Q: 3 clusters Score -1086750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1086754.875000 Penalty: 1878.935669
	Iteration 25Q: 3 clusters Score -1086755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1086756.875000 Penalty: 1878.935669
	Iteration 26Q: 3 clusters Score -1086757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1086760.000000 Penalty: 1878.935669
	Iteration 27Q: 3 clusters Score -1086760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1086761.750000 Penalty: 1878.935669
	Iteration 28Q: 3 clusters Score -1086762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1086761.500000 Penalty: 1878.935669
	Iteration 29Q: 3 clusters Score -1086762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1086765.000000 Penalty: 1878.935669
	Iteration 30Q: 3 clusters Score -1086765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1086765.500000 Penalty: 1878.935669
	Iteration 31Q: 3 clusters Score -1086766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1086766.875000 Penalty: 1878.935669
	Iteration 32Q: 3 clusters Score -1086767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1086770.750000 Penalty: 1878.935669
	Iteration 33Q: 3 clusters Score -1086771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1086773.125000 Penalty: 1878.935669
	Iteration 34Q: 3 clusters Score -1086773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1086772.250000 Penalty: 1878.935669
	Iteration 35Q: 3 clusters Score -1086772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1086772.625000 Penalty: 1878.935669
	Iteration 36Q: 3 clusters Score -1086773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1086773.750000 Penalty: 1878.935669
	Iteration 37Q: 3 clusters Score -1086774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1086773.500000 Penalty: 1878.935669
	Iteration 38Q: 3 clusters Score -1086774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1086775.625000 Penalty: 1878.935669
	Iteration 39Q: 3 clusters Score -1086776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1086777.500000 Penalty: 1878.935669
	Iteration 40F: 3 clusters Score -1086778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1086776.500000 Penalty: 1878.935669
	Iteration 41Q: 3 clusters Score -1086776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1086776.875000 Penalty: 1878.935669
	Iteration 42Q: 3 clusters Score -1086777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1086776.125000 Penalty: 1878.935669
	Iteration 43Q: 3 clusters Score -1086776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1086777.125000 Penalty: 1878.935669
	Iteration 44Q: 3 clusters Score -1086777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1086775.750000 Penalty: 1878.935669
	Iteration 45Q: 3 clusters Score -1086776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1086775.625000 Penalty: 1878.935669
	Iteration 46Q: 3 clusters Score -1086776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1086777.125000 Penalty: 1878.935669
	Iteration 47Q: 3 clusters Score -1086777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1086775.750000 Penalty: 1878.935669
	Iteration 48Q: 3 clusters Score -1086776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1086776.750000 Penalty: 1878.935669
	Iteration 49Q: 3 clusters Score -1086777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1086775.500000 Penalty: 1878.935669
	Iteration 50Q: 3 clusters Score -1086776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1086775.500000 Penalty: 1878.935669
	Iteration 51F: 3 clusters Score -1086776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 40339 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 287443 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Mstep: Class 25 contains 13922 members 
Entering Unmasked Estep 
Score: -38621300.000000 Penalty: 32088.166016
Splitting cluster 12 changes total score from -38621656.000000 to -38621300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -134466.781250 Penalty: 745.759827
	Iteration 0F: 2 clusters Score -134466.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -132449.140625 Penalty: 1491.519653
	Iteration 0F: 3 clusters Score -132449.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -133022.562500 Penalty: 1491.519653
	Iteration 1F: 3 clusters Score -133022.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -133140.203125 Penalty: 1491.519653
	Iteration 2F: 3 clusters Score -133140.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -133245.375000 Penalty: 1491.519653
	Iteration 3F: 3 clusters Score -133245.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -133317.390625 Penalty: 1491.519653
	Iteration 4Q: 3 clusters Score -133317.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -133389.843750 Penalty: 1491.519653
	Iteration 5Q: 3 clusters Score -133389.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -133450.078125 Penalty: 1491.519653
	Iteration 6Q: 3 clusters Score -133450.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -133508.750000 Penalty: 1491.519653
	Iteration 7Q: 3 clusters Score -133508.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -133556.968750 Penalty: 1491.519653
	Iteration 8Q: 3 clusters Score -133557 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -133590.671875 Penalty: 1491.519653
	Iteration 9Q: 3 clusters Score -133590.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -133625.375000 Penalty: 1491.519653
	Iteration 10Q: 3 clusters Score -133625.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -133670.421875 Penalty: 1491.519653
	Iteration 11Q: 3 clusters Score -133670.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -133721.328125 Penalty: 1491.519653
	Iteration 12Q: 3 clusters Score -133721.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -133790.437500 Penalty: 1491.519653
	Iteration 13Q: 3 clusters Score -133790.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133852.031250 Penalty: 1491.519653
	Iteration 14Q: 3 clusters Score -133852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133899.328125 Penalty: 1491.519653
	Iteration 15Q: 3 clusters Score -133899.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133935.437500 Penalty: 1491.519653
	Iteration 16Q: 3 clusters Score -133935.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133967.484375 Penalty: 1491.519653
	Iteration 17Q: 3 clusters Score -133967.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133999.828125 Penalty: 1491.519653
	Iteration 18Q: 3 clusters Score -133999.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -134040.156250 Penalty: 1491.519653
	Iteration 19Q: 3 clusters Score -134040.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134071.906250 Penalty: 1491.519653
	Iteration 20F: 3 clusters Score -134071.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -134096.531250 Penalty: 1491.519653
	Iteration 21Q: 3 clusters Score -134096.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -134125.375000 Penalty: 1491.519653
	Iteration 22Q: 3 clusters Score -134125.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -134143.359375 Penalty: 1491.519653
	Iteration 23Q: 3 clusters Score -134143.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -134165.031250 Penalty: 1491.519653
	Iteration 24Q: 3 clusters Score -134165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -134195.312500 Penalty: 1491.519653
	Iteration 25Q: 3 clusters Score -134195.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -134223.046875 Penalty: 1491.519653
	Iteration 26Q: 3 clusters Score -134223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -134244.015625 Penalty: 1491.519653
	Iteration 27Q: 3 clusters Score -134244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -134253.687500 Penalty: 1491.519653
	Iteration 28Q: 3 clusters Score -134253.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -134267.234375 Penalty: 1491.519653
	Iteration 29Q: 3 clusters Score -134267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -134275.359375 Penalty: 1491.519653
	Iteration 30Q: 3 clusters Score -134275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -134291.859375 Penalty: 1491.519653
	Iteration 31Q: 3 clusters Score -134291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -134312.406250 Penalty: 1491.519653
	Iteration 32Q: 3 clusters Score -134312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -134329.453125 Penalty: 1491.519653
	Iteration 33Q: 3 clusters Score -134329.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -134341.484375 Penalty: 1491.519653
	Iteration 34Q: 3 clusters Score -134341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -134347.953125 Penalty: 1491.519653
	Iteration 35Q: 3 clusters Score -134348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -134354.843750 Penalty: 1491.519653
	Iteration 36Q: 3 clusters Score -134354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -134355.796875 Penalty: 1491.519653
	Iteration 37Q: 3 clusters Score -134355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -134355.796875 Penalty: 1491.519653
	Iteration 38F: 3 clusters Score -134355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -450683.531250 Penalty: 861.621338
	Iteration 0F: 2 clusters Score -450683.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -444712.375000 Penalty: 1723.242676
	Iteration 0F: 3 clusters Score -444712.4 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -446864.593750 Penalty: 1723.242676
	Iteration 1F: 3 clusters Score -446864.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -447076.906250 Penalty: 1723.242676
	Iteration 2F: 3 clusters Score -447076.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -447280.000000 Penalty: 1723.242676
	Iteration 3F: 3 clusters Score -447280 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -447493.468750 Penalty: 1723.242676
	Iteration 4Q: 3 clusters Score -447493.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -447753.093750 Penalty: 1723.242676
	Iteration 5Q: 3 clusters Score -447753.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -448087.343750 Penalty: 1723.242676
	Iteration 6F: 3 clusters Score -448087.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -448426.187500 Penalty: 1723.242676
	Iteration 7Q: 3 clusters Score -448426.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -448761.343750 Penalty: 1723.242676
	Iteration 8Q: 3 clusters Score -448761.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -449035.781250 Penalty: 1723.242676
	Iteration 9Q: 3 clusters Score -449035.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -449228.312500 Penalty: 1723.242676
	Iteration 10Q: 3 clusters Score -449228.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -449350.437500 Penalty: 1723.242676
	Iteration 11Q: 3 clusters Score -449350.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -449448.812500 Penalty: 1723.242676
	Iteration 12Q: 3 clusters Score -449448.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -449534.625000 Penalty: 1723.242676
	Iteration 13Q: 3 clusters Score -449534.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -449601.812500 Penalty: 1723.242676
	Iteration 14Q: 3 clusters Score -449601.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -449665.062500 Penalty: 1723.242676
	Iteration 15Q: 3 clusters Score -449665.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -449729.281250 Penalty: 1723.242676
	Iteration 16Q: 3 clusters Score -449729.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -449771.593750 Penalty: 1723.242676
	Iteration 17Q: 3 clusters Score -449771.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -449795.531250 Penalty: 1723.242676
	Iteration 18Q: 3 clusters Score -449795.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -449814.750000 Penalty: 1723.242676
	Iteration 19Q: 3 clusters Score -449814.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -449834.031250 Penalty: 1723.242676
	Iteration 20F: 3 clusters Score -449834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -449846.750000 Penalty: 1723.242676
	Iteration 21Q: 3 clusters Score -449846.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -449862.906250 Penalty: 1723.242676
	Iteration 22Q: 3 clusters Score -449862.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -449876.156250 Penalty: 1723.242676
	Iteration 23Q: 3 clusters Score -449876.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -449892.250000 Penalty: 1723.242676
	Iteration 24Q: 3 clusters Score -449892.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -449902.968750 Penalty: 1723.242676
	Iteration 25Q: 3 clusters Score -449903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -449907.687500 Penalty: 1723.242676
	Iteration 26Q: 3 clusters Score -449907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -449912.000000 Penalty: 1723.242676
	Iteration 27Q: 3 clusters Score -449912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -449918.781250 Penalty: 1723.242676
	Iteration 28Q: 3 clusters Score -449918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -449921.906250 Penalty: 1723.242676
	Iteration 29Q: 3 clusters Score -449921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -449928.031250 Penalty: 1723.242676
	Iteration 30Q: 3 clusters Score -449928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -449933.562500 Penalty: 1723.242676
	Iteration 31Q: 3 clusters Score -449933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -449933.812500 Penalty: 1723.242676
	Iteration 32Q: 3 clusters Score -449933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -449934.406250 Penalty: 1723.242676
	Iteration 33Q: 3 clusters Score -449934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -449935.531250 Penalty: 1723.242676
	Iteration 34Q: 3 clusters Score -449935.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -449936.937500 Penalty: 1723.242676
	Iteration 35Q: 3 clusters Score -449936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -449936.968750 Penalty: 1723.242676
	Iteration 36Q: 3 clusters Score -449937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -449938.375000 Penalty: 1723.242676
	Iteration 37Q: 3 clusters Score -449938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -449939.500000 Penalty: 1723.242676
	Iteration 38Q: 3 clusters Score -449939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -449942.218750 Penalty: 1723.242676
	Iteration 39Q: 3 clusters Score -449942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -449942.937500 Penalty: 1723.242676
	Iteration 40F: 3 clusters Score -449942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -449944.406250 Penalty: 1723.242676
	Iteration 41Q: 3 clusters Score -449944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -449944.406250 Penalty: 1723.242676
	Iteration 42F: 3 clusters Score -449944.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Entering Unmasked Estep 
Score: -1357151.375000 Penalty: 962.903748
	Iteration 0F: 2 clusters Score -1357151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1340356.000000 Penalty: 1925.807495
	Iteration 0F: 3 clusters Score -1340356 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1347003.000000 Penalty: 1925.807495
	Iteration 1F: 3 clusters Score -1347003 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1347363.375000 Penalty: 1925.807495
	Iteration 2Q: 3 clusters Score -1347363 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1347733.250000 Penalty: 1925.807495
	Iteration 3Q: 3 clusters Score -1347733 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1348187.250000 Penalty: 1925.807495
	Iteration 4Q: 3 clusters Score -1348187 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1348696.625000 Penalty: 1925.807495
	Iteration 5Q: 3 clusters Score -1348697 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1349327.250000 Penalty: 1925.807495
	Iteration 6Q: 3 clusters Score -1349327 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1350040.250000 Penalty: 1925.807495
	Iteration 7F: 3 clusters Score -1350040 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1350823.250000 Penalty: 1925.807495
	Iteration 8F: 3 clusters Score -1350823 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1351650.125000 Penalty: 1925.807495
	Iteration 9F: 3 clusters Score -1351650 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1352561.750000 Penalty: 1925.807495
	Iteration 10Q: 3 clusters Score -1352562 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1353457.375000 Penalty: 1925.807495
	Iteration 11Q: 3 clusters Score -1353457 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1354227.500000 Penalty: 1925.807495
	Iteration 12Q: 3 clusters Score -1354228 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1354715.125000 Penalty: 1925.807495
	Iteration 13Q: 3 clusters Score -1354715 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1354975.500000 Penalty: 1925.807495
	Iteration 14Q: 3 clusters Score -1354976 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1355154.125000 Penalty: 1925.807495
	Iteration 15Q: 3 clusters Score -1355154 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1355313.250000 Penalty: 1925.807495
	Iteration 16Q: 3 clusters Score -1355313 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1355441.750000 Penalty: 1925.807495
	Iteration 17Q: 3 clusters Score -1355442 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1355545.250000 Penalty: 1925.807495
	Iteration 18Q: 3 clusters Score -1355545 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1355637.625000 Penalty: 1925.807495
	Iteration 19Q: 3 clusters Score -1355638 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -1355733.000000 Penalty: 1925.807495
	Iteration 20F: 3 clusters Score -1355733 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1355821.000000 Penalty: 1925.807495
	Iteration 21Q: 3 clusters Score -1355821 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -1355891.250000 Penalty: 1925.807495
	Iteration 22Q: 3 clusters Score -1355891 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -1355947.750000 Penalty: 1925.807495
	Iteration 23Q: 3 clusters Score -1355948 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -1356007.125000 Penalty: 1925.807495
	Iteration 24Q: 3 clusters Score -1356007 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1356048.625000 Penalty: 1925.807495
	Iteration 25Q: 3 clusters Score -1356049 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1356085.250000 Penalty: 1925.807495
	Iteration 26Q: 3 clusters Score -1356085 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1356121.625000 Penalty: 1925.807495
	Iteration 27Q: 3 clusters Score -1356122 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1356157.375000 Penalty: 1925.807495
	Iteration 28Q: 3 clusters Score -1356157 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1356180.750000 Penalty: 1925.807495
	Iteration 29Q: 3 clusters Score -1356181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -1356205.875000 Penalty: 1925.807495
	Iteration 30Q: 3 clusters Score -1356206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1356228.250000 Penalty: 1925.807495
	Iteration 31Q: 3 clusters Score -1356228 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -1356246.000000 Penalty: 1925.807495
	Iteration 32Q: 3 clusters Score -1356246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -1356266.750000 Penalty: 1925.807495
	Iteration 33Q: 3 clusters Score -1356267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -1356285.125000 Penalty: 1925.807495
	Iteration 34Q: 3 clusters Score -1356285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -1356300.250000 Penalty: 1925.807495
	Iteration 35Q: 3 clusters Score -1356300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1356312.000000 Penalty: 1925.807495
	Iteration 36Q: 3 clusters Score -1356312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -1356324.875000 Penalty: 1925.807495
	Iteration 37Q: 3 clusters Score -1356325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -1356327.250000 Penalty: 1925.807495
	Iteration 38Q: 3 clusters Score -1356327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -1356338.250000 Penalty: 1925.807495
	Iteration 39Q: 3 clusters Score -1356338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -1356346.875000 Penalty: 1925.807495
	Iteration 40F: 3 clusters Score -1356347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -1356354.250000 Penalty: 1925.807495
	Iteration 41Q: 3 clusters Score -1356354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -1356352.500000 Penalty: 1925.807495
	Iteration 42Q: 3 clusters Score -1356352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -1356365.125000 Penalty: 1925.807495
	Iteration 43Q: 3 clusters Score -1356365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -1356373.000000 Penalty: 1925.807495
	Iteration 44Q: 3 clusters Score -1356373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -1356375.625000 Penalty: 1925.807495
	Iteration 45Q: 3 clusters Score -1356376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -1356378.625000 Penalty: 1925.807495
	Iteration 46Q: 3 clusters Score -1356379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1356380.250000 Penalty: 1925.807495
	Iteration 47Q: 3 clusters Score -1356380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -1356383.250000 Penalty: 1925.807495
	Iteration 48Q: 3 clusters Score -1356383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -1356387.625000 Penalty: 1925.807495
	Iteration 49Q: 3 clusters Score -1356388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -1356393.250000 Penalty: 1925.807495
	Iteration 50Q: 3 clusters Score -1356393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -1356392.500000 Penalty: 1925.807495
	Iteration 51Q: 3 clusters Score -1356392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -1356391.125000 Penalty: 1925.807495
	Iteration 52Q: 3 clusters Score -1356391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -1356395.375000 Penalty: 1925.807495
	Iteration 53Q: 3 clusters Score -1356395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -1356395.625000 Penalty: 1925.807495
	Iteration 54Q: 3 clusters Score -1356396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1356396.125000 Penalty: 1925.807495
	Iteration 55Q: 3 clusters Score -1356396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -1356398.250000 Penalty: 1925.807495
	Iteration 56Q: 3 clusters Score -1356398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -1356402.000000 Penalty: 1925.807495
	Iteration 57Q: 3 clusters Score -1356402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -1356402.625000 Penalty: 1925.807495
	Iteration 58Q: 3 clusters Score -1356403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -1356401.750000 Penalty: 1925.807495
	Iteration 59Q: 3 clusters Score -1356402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -1356401.500000 Penalty: 1925.807495
	Iteration 60F: 3 clusters Score -1356402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -1356402.000000 Penalty: 1925.807495
	Iteration 61Q: 3 clusters Score -1356402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -1356400.500000 Penalty: 1925.807495
	Iteration 62Q: 3 clusters Score -1356400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -1356399.875000 Penalty: 1925.807495
	Iteration 63Q: 3 clusters Score -1356400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -1356400.500000 Penalty: 1925.807495
	Iteration 64Q: 3 clusters Score -1356400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -1356401.750000 Penalty: 1925.807495
	Iteration 65Q: 3 clusters Score -1356402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -1356401.750000 Penalty: 1925.807495
	Iteration 66F: 3 clusters Score -1356402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (287443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287443 members 
Entering Unmasked Estep 
Score: -16007773.000000 Penalty: 1194.034058
	Iteration 0F: 2 clusters Score -1.600777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143295 members 
Mstep: Class 2 contains 144148 members 
Entering Unmasked Estep 
Score: -15816999.000000 Penalty: 2388.068115
	Iteration 0F: 3 clusters Score -1.5817e+07 nChanged 141124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137937 members 
Mstep: Class 2 contains 149506 members 
Entering Unmasked Estep 
Score: -15908292.000000 Penalty: 2388.068115
	Iteration 1F: 3 clusters Score -1.590829e+07 nChanged 16149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137556 members 
Mstep: Class 2 contains 149887 members 
Entering Unmasked Estep 
Score: -15917400.000000 Penalty: 2388.068115
	Iteration 2F: 3 clusters Score -1.59174e+07 nChanged 19237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 151316 members 
Entering Unmasked Estep 
Score: -15929596.000000 Penalty: 2388.068115
	Iteration 3F: 3 clusters Score -1.59296e+07 nChanged 19988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131477 members 
Mstep: Class 2 contains 155966 members 
Entering Unmasked Estep 
Score: -15943595.000000 Penalty: 2388.068115
	Iteration 4F: 3 clusters Score -1.59436e+07 nChanged 18827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123124 members 
Mstep: Class 2 contains 164319 members 
Entering Unmasked Estep 
Score: -15956997.000000 Penalty: 2388.068115
	Iteration 5F: 3 clusters Score -1.5957e+07 nChanged 16821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 175254 members 
Entering Unmasked Estep 
Score: -15968694.000000 Penalty: 2388.068115
	Iteration 6F: 3 clusters Score -1.596869e+07 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100109 members 
Mstep: Class 2 contains 187334 members 
Entering Unmasked Estep 
Score: -15977563.000000 Penalty: 2388.068115
	Iteration 7F: 3 clusters Score -1.597756e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 199541 members 
Entering Unmasked Estep 
Score: -15985091.000000 Penalty: 2388.068115
	Iteration 8Q: 3 clusters Score -1.598509e+07 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 211143 members 
Entering Unmasked Estep 
Score: -15991274.000000 Penalty: 2388.068115
	Iteration 9Q: 3 clusters Score -1.599127e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 221601 members 
Entering Unmasked Estep 
Score: -15996530.000000 Penalty: 2388.068115
	Iteration 10Q: 3 clusters Score -1.599653e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 230712 members 
Entering Unmasked Estep 
Score: -16000468.000000 Penalty: 2388.068115
	Iteration 11Q: 3 clusters Score -1.600047e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 238422 members 
Entering Unmasked Estep 
Score: -16003731.000000 Penalty: 2388.068115
	Iteration 12Q: 3 clusters Score -1.600373e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 244823 members 
Entering Unmasked Estep 
Score: -16005920.000000 Penalty: 2388.068115
	Iteration 13Q: 3 clusters Score -1.600592e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 250112 members 
Entering Unmasked Estep 
Score: -16007781.000000 Penalty: 2388.068115
	Iteration 14Q: 3 clusters Score -1.600778e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 254405 members 
Entering Unmasked Estep 
Score: -16008923.000000 Penalty: 2388.068115
	Iteration 15Q: 3 clusters Score -1.600892e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 257877 members 
Entering Unmasked Estep 
Score: -16009905.000000 Penalty: 2388.068115
	Iteration 16Q: 3 clusters Score -1.60099e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 260688 members 
Entering Unmasked Estep 
Score: -16010561.000000 Penalty: 2388.068115
	Iteration 17Q: 3 clusters Score -1.601056e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 262902 members 
Entering Unmasked Estep 
Score: -16010909.000000 Penalty: 2388.068115
	Iteration 18Q: 3 clusters Score -1.601091e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 264629 members 
Entering Unmasked Estep 
Score: -16011238.000000 Penalty: 2388.068115
	Iteration 19Q: 3 clusters Score -1.601124e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 266042 members 
Entering Unmasked Estep 
Score: -16011455.000000 Penalty: 2388.068115
	Iteration 20F: 3 clusters Score -1.601146e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 267202 members 
Entering Unmasked Estep 
Score: -16011488.000000 Penalty: 2388.068115
	Iteration 21Q: 3 clusters Score -1.601149e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 268118 members 
Entering Unmasked Estep 
Score: -16011598.000000 Penalty: 2388.068115
	Iteration 22Q: 3 clusters Score -1.60116e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 268836 members 
Entering Unmasked Estep 
Score: -16011700.000000 Penalty: 2388.068115
	Iteration 23Q: 3 clusters Score -1.60117e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 269408 members 
Entering Unmasked Estep 
Score: -16011728.000000 Penalty: 2388.068115
	Iteration 24Q: 3 clusters Score -1.601173e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 269930 members 
Entering Unmasked Estep 
Score: -16011774.000000 Penalty: 2388.068115
	Iteration 25Q: 3 clusters Score -1.601177e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 270370 members 
Entering Unmasked Estep 
Score: -16011798.000000 Penalty: 2388.068115
	Iteration 26Q: 3 clusters Score -1.60118e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 270726 members 
Entering Unmasked Estep 
Score: -16011770.000000 Penalty: 2388.068115
	Iteration 27Q: 3 clusters Score -1.601177e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 271007 members 
Entering Unmasked Estep 
Score: -16011805.000000 Penalty: 2388.068115
	Iteration 28Q: 3 clusters Score -1.60118e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 271226 members 
Entering Unmasked Estep 
Score: -16011792.000000 Penalty: 2388.068115
	Iteration 29Q: 3 clusters Score -1.601179e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 271423 members 
Entering Unmasked Estep 
Score: -16011804.000000 Penalty: 2388.068115
	Iteration 30Q: 3 clusters Score -1.60118e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 271591 members 
Entering Unmasked Estep 
Score: -16011825.000000 Penalty: 2388.068115
	Iteration 31Q: 3 clusters Score -1.601182e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 271742 members 
Entering Unmasked Estep 
Score: -16011793.000000 Penalty: 2388.068115
	Iteration 32Q: 3 clusters Score -1.601179e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 271869 members 
Entering Unmasked Estep 
Score: -16011807.000000 Penalty: 2388.068115
	Iteration 33Q: 3 clusters Score -1.601181e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 271981 members 
Entering Unmasked Estep 
Score: -16011798.000000 Penalty: 2388.068115
	Iteration 34Q: 3 clusters Score -1.60118e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 272095 members 
Entering Unmasked Estep 
Score: -16011813.000000 Penalty: 2388.068115
	Iteration 35Q: 3 clusters Score -1.601181e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 272194 members 
Entering Unmasked Estep 
Score: -16011782.000000 Penalty: 2388.068115
	Iteration 36Q: 3 clusters Score -1.601178e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 272302 members 
Entering Unmasked Estep 
Score: -16011787.000000 Penalty: 2388.068115
	Iteration 37Q: 3 clusters Score -1.601179e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 272392 members 
Entering Unmasked Estep 
Score: -16011796.000000 Penalty: 2388.068115
	Iteration 38Q: 3 clusters Score -1.60118e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 272461 members 
Entering Unmasked Estep 
Score: -16011796.000000 Penalty: 2388.068115
	Iteration 39Q: 3 clusters Score -1.60118e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 272532 members 
Entering Unmasked Estep 
Score: -16011795.000000 Penalty: 2388.068115
	Iteration 40F: 3 clusters Score -1.60118e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 272603 members 
Entering Unmasked Estep 
Score: -16011786.000000 Penalty: 2388.068115
	Iteration 41Q: 3 clusters Score -1.601179e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 272667 members 
Entering Unmasked Estep 
Score: -16011791.000000 Penalty: 2388.068115
	Iteration 42Q: 3 clusters Score -1.601179e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 272713 members 
Entering Unmasked Estep 
Score: -16011781.000000 Penalty: 2388.068115
	Iteration 43Q: 3 clusters Score -1.601178e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 272757 members 
Entering Unmasked Estep 
Score: -16011777.000000 Penalty: 2388.068115
	Iteration 44Q: 3 clusters Score -1.601178e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 272793 members 
Entering Unmasked Estep 
Score: -16011807.000000 Penalty: 2388.068115
	Iteration 45Q: 3 clusters Score -1.601181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 272828 members 
Entering Unmasked Estep 
Score: -16011812.000000 Penalty: 2388.068115
	Iteration 46Q: 3 clusters Score -1.601181e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 272854 members 
Entering Unmasked Estep 
Score: -16011801.000000 Penalty: 2388.068115
	Iteration 47Q: 3 clusters Score -1.60118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 272879 members 
Entering Unmasked Estep 
Score: -16011797.000000 Penalty: 2388.068115
	Iteration 48Q: 3 clusters Score -1.60118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 272904 members 
Entering Unmasked Estep 
Score: -16011796.000000 Penalty: 2388.068115
	Iteration 49Q: 3 clusters Score -1.60118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 272927 members 
Entering Unmasked Estep 
Score: -16011799.000000 Penalty: 2388.068115
	Iteration 50Q: 3 clusters Score -1.60118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 272945 members 
Entering Unmasked Estep 
Score: -16011798.000000 Penalty: 2388.068115
	Iteration 51Q: 3 clusters Score -1.60118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 272957 members 
Entering Unmasked Estep 
Score: -16011815.000000 Penalty: 2388.068115
	Iteration 52Q: 3 clusters Score -1.601182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 272973 members 
Entering Unmasked Estep 
Score: -16011804.000000 Penalty: 2388.068115
	Iteration 53Q: 3 clusters Score -1.60118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 272980 members 
Entering Unmasked Estep 
Score: -16011816.000000 Penalty: 2388.068115
	Iteration 54Q: 3 clusters Score -1.601182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 272987 members 
Entering Unmasked Estep 
Score: -16011800.000000 Penalty: 2388.068115
	Iteration 55Q: 3 clusters Score -1.60118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 272993 members 
Entering Unmasked Estep 
Score: -16011813.000000 Penalty: 2388.068115
	Iteration 56Q: 3 clusters Score -1.601181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 273002 members 
Entering Unmasked Estep 
Score: -16011811.000000 Penalty: 2388.068115
	Iteration 57Q: 3 clusters Score -1.601181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 273013 members 
Entering Unmasked Estep 
Score: -16011813.000000 Penalty: 2388.068115
	Iteration 58Q: 3 clusters Score -1.601181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 273020 members 
Entering Unmasked Estep 
Score: -16011810.000000 Penalty: 2388.068115
	Iteration 59Q: 3 clusters Score -1.601181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 273026 members 
Entering Unmasked Estep 
Score: -16011814.000000 Penalty: 2388.068115
	Iteration 60F: 3 clusters Score -1.601181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 273031 members 
Entering Unmasked Estep 
Score: -16011799.000000 Penalty: 2388.068115
	Iteration 61Q: 3 clusters Score -1.60118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 273035 members 
Entering Unmasked Estep 
Score: -16011796.000000 Penalty: 2388.068115
	Iteration 62Q: 3 clusters Score -1.60118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 273038 members 
Entering Unmasked Estep 
Score: -16011806.000000 Penalty: 2388.068115
	Iteration 63Q: 3 clusters Score -1.601181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 273043 members 
Entering Unmasked Estep 
Score: -16011808.000000 Penalty: 2388.068115
	Iteration 64Q: 3 clusters Score -1.601181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 273045 members 
Entering Unmasked Estep 
Score: -16011796.000000 Penalty: 2388.068115
	Iteration 65Q: 3 clusters Score -1.60118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 273049 members 
Entering Unmasked Estep 
Score: -16011793.000000 Penalty: 2388.068115
	Iteration 66Q: 3 clusters Score -1.601179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 273051 members 
Entering Unmasked Estep 
Score: -16011800.000000 Penalty: 2388.068115
	Iteration 67Q: 3 clusters Score -1.60118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 273050 members 
Entering Unmasked Estep 
Score: -16011801.000000 Penalty: 2388.068115
	Iteration 68Q: 3 clusters Score -1.60118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 273050 members 
Entering Unmasked Estep 
Score: -16011801.000000 Penalty: 2388.068115
	Iteration 69F: 3 clusters Score -1.60118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 40339 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 19715 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 14393 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Mstep: Class 25 contains 273050 members 
Entering Unmasked Estep 
Score: -38625196.000000 Penalty: 32088.166016
Splitting cluster 16 changes total score from -38621656.000000 to -38625196.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -317016.437500 Penalty: 838.218628
	Iteration 0F: 2 clusters Score -317016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -312282.156250 Penalty: 1676.437256
	Iteration 0F: 3 clusters Score -312282.2 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -313929.375000 Penalty: 1676.437256
	Iteration 1F: 3 clusters Score -313929.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -314137.375000 Penalty: 1676.437256
	Iteration 2F: 3 clusters Score -314137.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -314339.250000 Penalty: 1676.437256
	Iteration 3F: 3 clusters Score -314339.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -314536.687500 Penalty: 1676.437256
	Iteration 4F: 3 clusters Score -314536.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -314739.031250 Penalty: 1676.437256
	Iteration 5F: 3 clusters Score -314739 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -314943.500000 Penalty: 1676.437256
	Iteration 6F: 3 clusters Score -314943.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -315136.906250 Penalty: 1676.437256
	Iteration 7Q: 3 clusters Score -315136.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -315335.031250 Penalty: 1676.437256
	Iteration 8Q: 3 clusters Score -315335 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -315537.875000 Penalty: 1676.437256
	Iteration 9Q: 3 clusters Score -315537.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -315740.968750 Penalty: 1676.437256
	Iteration 10Q: 3 clusters Score -315741 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -315939.968750 Penalty: 1676.437256
	Iteration 11Q: 3 clusters Score -315940 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -316139.718750 Penalty: 1676.437256
	Iteration 12Q: 3 clusters Score -316139.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -316296.437500 Penalty: 1676.437256
	Iteration 13Q: 3 clusters Score -316296.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -316415.625000 Penalty: 1676.437256
	Iteration 14Q: 3 clusters Score -316415.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -316501.000000 Penalty: 1676.437256
	Iteration 15Q: 3 clusters Score -316501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -316549.125000 Penalty: 1676.437256
	Iteration 16Q: 3 clusters Score -316549.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -316589.343750 Penalty: 1676.437256
	Iteration 17Q: 3 clusters Score -316589.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -316606.031250 Penalty: 1676.437256
	Iteration 18Q: 3 clusters Score -316606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -316619.281250 Penalty: 1676.437256
	Iteration 19Q: 3 clusters Score -316619.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -316633.593750 Penalty: 1676.437256
	Iteration 20F: 3 clusters Score -316633.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -316647.093750 Penalty: 1676.437256
	Iteration 21Q: 3 clusters Score -316647.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -316660.437500 Penalty: 1676.437256
	Iteration 22Q: 3 clusters Score -316660.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -316669.343750 Penalty: 1676.437256
	Iteration 23Q: 3 clusters Score -316669.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -316672.750000 Penalty: 1676.437256
	Iteration 24Q: 3 clusters Score -316672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -316674.375000 Penalty: 1676.437256
	Iteration 25Q: 3 clusters Score -316674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -316678.531250 Penalty: 1676.437256
	Iteration 26Q: 3 clusters Score -316678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -316679.468750 Penalty: 1676.437256
	Iteration 27Q: 3 clusters Score -316679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -316679.468750 Penalty: 1676.437256
	Iteration 28F: 3 clusters Score -316679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Entering Unmasked Estep 
Score: -4253922.000000 Penalty: 1070.914917
	Iteration 0F: 2 clusters Score -4253922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -4201126.500000 Penalty: 2141.829834
	Iteration 0F: 3 clusters Score -4201126 nChanged 37951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -4224146.000000 Penalty: 2141.829834
	Iteration 1F: 3 clusters Score -4224146 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4225522.000000 Penalty: 2141.829834
	Iteration 2Q: 3 clusters Score -4225522 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -4227420.000000 Penalty: 2141.829834
	Iteration 3F: 3 clusters Score -4227420 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -4229781.500000 Penalty: 2141.829834
	Iteration 4F: 3 clusters Score -4229782 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -4232559.500000 Penalty: 2141.829834
	Iteration 5F: 3 clusters Score -4232560 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -4235446.500000 Penalty: 2141.829834
	Iteration 6F: 3 clusters Score -4235446 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -4238270.000000 Penalty: 2141.829834
	Iteration 7F: 3 clusters Score -4238270 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -4240957.500000 Penalty: 2141.829834
	Iteration 8F: 3 clusters Score -4240958 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -4243402.500000 Penalty: 2141.829834
	Iteration 9F: 3 clusters Score -4243402 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -4245681.000000 Penalty: 2141.829834
	Iteration 10Q: 3 clusters Score -4245681 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -4247627.500000 Penalty: 2141.829834
	Iteration 11Q: 3 clusters Score -4247628 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -4249207.500000 Penalty: 2141.829834
	Iteration 12Q: 3 clusters Score -4249208 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -4250480.000000 Penalty: 2141.829834
	Iteration 13Q: 3 clusters Score -4250480 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -4251376.000000 Penalty: 2141.829834
	Iteration 14Q: 3 clusters Score -4251376 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -4252002.000000 Penalty: 2141.829834
	Iteration 15Q: 3 clusters Score -4252002 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -4252412.500000 Penalty: 2141.829834
	Iteration 16Q: 3 clusters Score -4252412 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -4252673.000000 Penalty: 2141.829834
	Iteration 17Q: 3 clusters Score -4252673 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -4252819.000000 Penalty: 2141.829834
	Iteration 18Q: 3 clusters Score -4252819 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -4252954.000000 Penalty: 2141.829834
	Iteration 19Q: 3 clusters Score -4252954 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -4253055.500000 Penalty: 2141.829834
	Iteration 20F: 3 clusters Score -4253056 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -4253133.500000 Penalty: 2141.829834
	Iteration 21Q: 3 clusters Score -4253134 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -4253187.500000 Penalty: 2141.829834
	Iteration 22Q: 3 clusters Score -4253188 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -4253226.000000 Penalty: 2141.829834
	Iteration 23Q: 3 clusters Score -4253226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -4253250.500000 Penalty: 2141.829834
	Iteration 24Q: 3 clusters Score -4253250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -4253274.500000 Penalty: 2141.829834
	Iteration 25Q: 3 clusters Score -4253274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -4253297.500000 Penalty: 2141.829834
	Iteration 26Q: 3 clusters Score -4253298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -4253302.000000 Penalty: 2141.829834
	Iteration 27Q: 3 clusters Score -4253302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -4253321.500000 Penalty: 2141.829834
	Iteration 28Q: 3 clusters Score -4253322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -4253334.500000 Penalty: 2141.829834
	Iteration 29Q: 3 clusters Score -4253334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
Score: -4253333.000000 Penalty: 2141.829834
	Iteration 30Q: 3 clusters Score -4253333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -4253337.000000 Penalty: 2141.829834
	Iteration 31Q: 3 clusters Score -4253337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -4253339.000000 Penalty: 2141.829834
	Iteration 32Q: 3 clusters Score -4253339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -4253338.000000 Penalty: 2141.829834
	Iteration 33Q: 3 clusters Score -4253338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -4253336.500000 Penalty: 2141.829834
	Iteration 34Q: 3 clusters Score -4253336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -4253341.000000 Penalty: 2141.829834
	Iteration 35Q: 3 clusters Score -4253341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -4253340.500000 Penalty: 2141.829834
	Iteration 36Q: 3 clusters Score -4253340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -4253345.500000 Penalty: 2141.829834
	Iteration 37Q: 3 clusters Score -4253346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -4253344.500000 Penalty: 2141.829834
	Iteration 38Q: 3 clusters Score -4253344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -4253345.500000 Penalty: 2141.829834
	Iteration 39Q: 3 clusters Score -4253346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -4253345.000000 Penalty: 2141.829834
	Iteration 40F: 3 clusters Score -4253345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
Score: -4253347.000000 Penalty: 2141.829834
	Iteration 41Q: 3 clusters Score -4253347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -4253345.500000 Penalty: 2141.829834
	Iteration 42Q: 3 clusters Score -4253346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -4253344.500000 Penalty: 2141.829834
	Iteration 43Q: 3 clusters Score -4253344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -4253345.500000 Penalty: 2141.829834
	Iteration 44Q: 3 clusters Score -4253346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -4253346.500000 Penalty: 2141.829834
	Iteration 45Q: 3 clusters Score -4253346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -4253346.500000 Penalty: 2141.829834
	Iteration 46Q: 3 clusters Score -4253346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -4253345.000000 Penalty: 2141.829834
	Iteration 47Q: 3 clusters Score -4253345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -4253346.000000 Penalty: 2141.829834
	Iteration 48Q: 3 clusters Score -4253346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -4253343.500000 Penalty: 2141.829834
	Iteration 49Q: 3 clusters Score -4253344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 77096 members 
Entering Unmasked Estep 
Score: -4253343.500000 Penalty: 2141.829834
	Iteration 50Q: 3 clusters Score -4253344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -4253344.000000 Penalty: 2141.829834
	Iteration 51Q: 3 clusters Score -4253344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -4253348.500000 Penalty: 2141.829834
	Iteration 52Q: 3 clusters Score -4253348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -4253349.000000 Penalty: 2141.829834
	Iteration 53Q: 3 clusters Score -4253349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -4253345.500000 Penalty: 2141.829834
	Iteration 54Q: 3 clusters Score -4253346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -4253349.500000 Penalty: 2141.829834
	Iteration 55Q: 3 clusters Score -4253350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -4253351.000000 Penalty: 2141.829834
	Iteration 56Q: 3 clusters Score -4253351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -4253350.000000 Penalty: 2141.829834
	Iteration 57Q: 3 clusters Score -4253350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -4253350.500000 Penalty: 2141.829834
	Iteration 58Q: 3 clusters Score -4253350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -4253352.500000 Penalty: 2141.829834
	Iteration 59Q: 3 clusters Score -4253352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -4253354.000000 Penalty: 2141.829834
	Iteration 60F: 3 clusters Score -4253354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -4253355.500000 Penalty: 2141.829834
	Iteration 61Q: 3 clusters Score -4253356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -4253354.500000 Penalty: 2141.829834
	Iteration 62Q: 3 clusters Score -4253354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -4253355.500000 Penalty: 2141.829834
	Iteration 63Q: 3 clusters Score -4253356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -4253348.500000 Penalty: 2141.829834
	Iteration 64Q: 3 clusters Score -4253348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -4253348.000000 Penalty: 2141.829834
	Iteration 65Q: 3 clusters Score -4253348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -4253348.000000 Penalty: 2141.829834
	Iteration 66F: 3 clusters Score -4253348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Entering Unmasked Estep 
Score: -381562.937500 Penalty: 855.978760
	Iteration 0F: 2 clusters Score -381562.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -375870.093750 Penalty: 1711.957520
	Iteration 0F: 3 clusters Score -375870.1 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -378105.781250 Penalty: 1711.957520
	Iteration 1F: 3 clusters Score -378105.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -378486.531250 Penalty: 1711.957520
	Iteration 2F: 3 clusters Score -378486.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -378846.781250 Penalty: 1711.957520
	Iteration 3F: 3 clusters Score -378846.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -379181.312500 Penalty: 1711.957520
	Iteration 4F: 3 clusters Score -379181.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -379495.937500 Penalty: 1711.957520
	Iteration 5F: 3 clusters Score -379495.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -379797.906250 Penalty: 1711.957520
	Iteration 6F: 3 clusters Score -379797.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -380100.156250 Penalty: 1711.957520
	Iteration 7Q: 3 clusters Score -380100.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -380382.750000 Penalty: 1711.957520
	Iteration 8Q: 3 clusters Score -380382.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -380597.343750 Penalty: 1711.957520
	Iteration 9Q: 3 clusters Score -380597.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -380769.593750 Penalty: 1711.957520
	Iteration 10Q: 3 clusters Score -380769.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -380872.218750 Penalty: 1711.957520
	Iteration 11Q: 3 clusters Score -380872.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -380942.250000 Penalty: 1711.957520
	Iteration 12Q: 3 clusters Score -380942.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -380976.656250 Penalty: 1711.957520
	Iteration 13Q: 3 clusters Score -380976.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -380993.843750 Penalty: 1711.957520
	Iteration 14Q: 3 clusters Score -380993.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -381011.343750 Penalty: 1711.957520
	Iteration 15Q: 3 clusters Score -381011.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -381022.750000 Penalty: 1711.957520
	Iteration 16Q: 3 clusters Score -381022.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -381033.375000 Penalty: 1711.957520
	Iteration 17Q: 3 clusters Score -381033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -381040.625000 Penalty: 1711.957520
	Iteration 18Q: 3 clusters Score -381040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -381044.812500 Penalty: 1711.957520
	Iteration 19Q: 3 clusters Score -381044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -381065.968750 Penalty: 1711.957520
	Iteration 20F: 3 clusters Score -381066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -381095.437500 Penalty: 1711.957520
	Iteration 21Q: 3 clusters Score -381095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -381107.812500 Penalty: 1711.957520
	Iteration 22Q: 3 clusters Score -381107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -381114.687500 Penalty: 1711.957520
	Iteration 23Q: 3 clusters Score -381114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -381116.812500 Penalty: 1711.957520
	Iteration 24Q: 3 clusters Score -381116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -381119.031250 Penalty: 1711.957520
	Iteration 25Q: 3 clusters Score -381119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -381119.031250 Penalty: 1711.957520
	Iteration 26F: 3 clusters Score -381119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Entering Unmasked Estep 
Score: -912148.750000 Penalty: 920.354248
	Iteration 0F: 2 clusters Score -912148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -901477.437500 Penalty: 1840.708496
	Iteration 0F: 3 clusters Score -901477.4 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -905742.000000 Penalty: 1840.708496
	Iteration 1F: 3 clusters Score -905742 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -906168.375000 Penalty: 1840.708496
	Iteration 2F: 3 clusters Score -906168.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -906616.937500 Penalty: 1840.708496
	Iteration 3F: 3 clusters Score -906616.9 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -907148.000000 Penalty: 1840.708496
	Iteration 4F: 3 clusters Score -907148 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -907848.437500 Penalty: 1840.708496
	Iteration 5F: 3 clusters Score -907848.4 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -908614.625000 Penalty: 1840.708496
	Iteration 6F: 3 clusters Score -908614.6 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -909415.687500 Penalty: 1840.708496
	Iteration 7F: 3 clusters Score -909415.7 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -910130.375000 Penalty: 1840.708496
	Iteration 8F: 3 clusters Score -910130.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -910744.312500 Penalty: 1840.708496
	Iteration 9Q: 3 clusters Score -910744.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -911215.250000 Penalty: 1840.708496
	Iteration 10Q: 3 clusters Score -911215.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -911458.750000 Penalty: 1840.708496
	Iteration 11Q: 3 clusters Score -911458.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -911591.625000 Penalty: 1840.708496
	Iteration 12Q: 3 clusters Score -911591.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -911660.937500 Penalty: 1840.708496
	Iteration 13Q: 3 clusters Score -911660.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -911694.000000 Penalty: 1840.708496
	Iteration 14Q: 3 clusters Score -911694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -911716.437500 Penalty: 1840.708496
	Iteration 15Q: 3 clusters Score -911716.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -911729.875000 Penalty: 1840.708496
	Iteration 16Q: 3 clusters Score -911729.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -911740.500000 Penalty: 1840.708496
	Iteration 17Q: 3 clusters Score -911740.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -911748.000000 Penalty: 1840.708496
	Iteration 18Q: 3 clusters Score -911748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -911755.125000 Penalty: 1840.708496
	Iteration 19Q: 3 clusters Score -911755.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -911759.250000 Penalty: 1840.708496
	Iteration 20F: 3 clusters Score -911759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -911764.437500 Penalty: 1840.708496
	Iteration 21Q: 3 clusters Score -911764.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -911769.812500 Penalty: 1840.708496
	Iteration 22Q: 3 clusters Score -911769.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -911769.875000 Penalty: 1840.708496
	Iteration 23Q: 3 clusters Score -911769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -911771.250000 Penalty: 1840.708496
	Iteration 24Q: 3 clusters Score -911771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -911772.562500 Penalty: 1840.708496
	Iteration 25Q: 3 clusters Score -911772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -911775.625000 Penalty: 1840.708496
	Iteration 26Q: 3 clusters Score -911775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -911774.062500 Penalty: 1840.708496
	Iteration 27Q: 3 clusters Score -911774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -911775.562500 Penalty: 1840.708496
	Iteration 28Q: 3 clusters Score -911775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -911774.062500 Penalty: 1840.708496
	Iteration 29Q: 3 clusters Score -911774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -911775.250000 Penalty: 1840.708496
	Iteration 30Q: 3 clusters Score -911775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -911774.812500 Penalty: 1840.708496
	Iteration 31Q: 3 clusters Score -911774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -911774.812500 Penalty: 1840.708496
	Iteration 32F: 3 clusters Score -911774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -164886.859375 Penalty: 779.417847
	Iteration 0F: 2 clusters Score -164886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -162194.781250 Penalty: 1558.835693
	Iteration 0F: 3 clusters Score -162194.8 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -163104.328125 Penalty: 1558.835693
	Iteration 1F: 3 clusters Score -163104.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -163343.531250 Penalty: 1558.835693
	Iteration 2F: 3 clusters Score -163343.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -163608.531250 Penalty: 1558.835693
	Iteration 3F: 3 clusters Score -163608.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -163930.468750 Penalty: 1558.835693
	Iteration 4F: 3 clusters Score -163930.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -164155.984375 Penalty: 1558.835693
	Iteration 5F: 3 clusters Score -164156 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -164306.578125 Penalty: 1558.835693
	Iteration 6F: 3 clusters Score -164306.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -164415.703125 Penalty: 1558.835693
	Iteration 7Q: 3 clusters Score -164415.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -164481.015625 Penalty: 1558.835693
	Iteration 8Q: 3 clusters Score -164481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -164526.734375 Penalty: 1558.835693
	Iteration 9Q: 3 clusters Score -164526.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -164549.453125 Penalty: 1558.835693
	Iteration 10Q: 3 clusters Score -164549.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -164567.515625 Penalty: 1558.835693
	Iteration 11Q: 3 clusters Score -164567.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -164583.843750 Penalty: 1558.835693
	Iteration 12Q: 3 clusters Score -164583.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -164596.250000 Penalty: 1558.835693
	Iteration 13Q: 3 clusters Score -164596.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -164607.343750 Penalty: 1558.835693
	Iteration 14Q: 3 clusters Score -164607.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -164612.625000 Penalty: 1558.835693
	Iteration 15Q: 3 clusters Score -164612.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -164618.500000 Penalty: 1558.835693
	Iteration 16Q: 3 clusters Score -164618.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -164622.593750 Penalty: 1558.835693
	Iteration 17Q: 3 clusters Score -164622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -164625.140625 Penalty: 1558.835693
	Iteration 18Q: 3 clusters Score -164625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -164627.484375 Penalty: 1558.835693
	Iteration 19Q: 3 clusters Score -164627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -164628.359375 Penalty: 1558.835693
	Iteration 20F: 3 clusters Score -164628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -164628.593750 Penalty: 1558.835693
	Iteration 21Q: 3 clusters Score -164628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -164628.953125 Penalty: 1558.835693
	Iteration 22Q: 3 clusters Score -164629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -164629.046875 Penalty: 1558.835693
	Iteration 23Q: 3 clusters Score -164629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -164629.296875 Penalty: 1558.835693
	Iteration 24Q: 3 clusters Score -164629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -164629.765625 Penalty: 1558.835693
	Iteration 25Q: 3 clusters Score -164629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -164629.937500 Penalty: 1558.835693
	Iteration 26Q: 3 clusters Score -164629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -164630.406250 Penalty: 1558.835693
	Iteration 27Q: 3 clusters Score -164630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -164630.578125 Penalty: 1558.835693
	Iteration 28Q: 3 clusters Score -164630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -164630.578125 Penalty: 1558.835693
	Iteration 29F: 3 clusters Score -164630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -237406.765625 Penalty: 790.650574
	Iteration 0F: 2 clusters Score -237406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -234313.156250 Penalty: 1581.301147
	Iteration 0F: 3 clusters Score -234313.2 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -235251.750000 Penalty: 1581.301147
	Iteration 1F: 3 clusters Score -235251.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -235351.203125 Penalty: 1581.301147
	Iteration 2F: 3 clusters Score -235351.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -235413.343750 Penalty: 1581.301147
	Iteration 3Q: 3 clusters Score -235413.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -235462.515625 Penalty: 1581.301147
	Iteration 4Q: 3 clusters Score -235462.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -235507.593750 Penalty: 1581.301147
	Iteration 5Q: 3 clusters Score -235507.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -235555.875000 Penalty: 1581.301147
	Iteration 6Q: 3 clusters Score -235555.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -235603.421875 Penalty: 1581.301147
	Iteration 7Q: 3 clusters Score -235603.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -235652.500000 Penalty: 1581.301147
	Iteration 8Q: 3 clusters Score -235652.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -235717.296875 Penalty: 1581.301147
	Iteration 9Q: 3 clusters Score -235717.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -235799.406250 Penalty: 1581.301147
	Iteration 10Q: 3 clusters Score -235799.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -235922.218750 Penalty: 1581.301147
	Iteration 11Q: 3 clusters Score -235922.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236036.000000 Penalty: 1581.301147
	Iteration 12Q: 3 clusters Score -236036 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -236151.734375 Penalty: 1581.301147
	Iteration 13Q: 3 clusters Score -236151.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -236265.578125 Penalty: 1581.301147
	Iteration 14Q: 3 clusters Score -236265.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -236381.500000 Penalty: 1581.301147
	Iteration 15Q: 3 clusters Score -236381.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -236479.031250 Penalty: 1581.301147
	Iteration 16Q: 3 clusters Score -236479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -236546.578125 Penalty: 1581.301147
	Iteration 17Q: 3 clusters Score -236546.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -236591.421875 Penalty: 1581.301147
	Iteration 18Q: 3 clusters Score -236591.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -236634.875000 Penalty: 1581.301147
	Iteration 19Q: 3 clusters Score -236634.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -236654.750000 Penalty: 1581.301147
	Iteration 20F: 3 clusters Score -236654.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -236667.781250 Penalty: 1581.301147
	Iteration 21Q: 3 clusters Score -236667.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -236676.515625 Penalty: 1581.301147
	Iteration 22Q: 3 clusters Score -236676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -236683.187500 Penalty: 1581.301147
	Iteration 23Q: 3 clusters Score -236683.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -236689.953125 Penalty: 1581.301147
	Iteration 24Q: 3 clusters Score -236690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -236693.546875 Penalty: 1581.301147
	Iteration 25Q: 3 clusters Score -236693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -236695.171875 Penalty: 1581.301147
	Iteration 26Q: 3 clusters Score -236695.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -236698.937500 Penalty: 1581.301147
	Iteration 27Q: 3 clusters Score -236698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -236700.453125 Penalty: 1581.301147
	Iteration 28Q: 3 clusters Score -236700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -236700.453125 Penalty: 1581.301147
	Iteration 29F: 3 clusters Score -236700.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Entering Unmasked Estep 
Score: -258709.406250 Penalty: 794.628235
	Iteration 0F: 2 clusters Score -258709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -255541.640625 Penalty: 1589.256470
	Iteration 0F: 3 clusters Score -255541.6 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -256475.546875 Penalty: 1589.256470
	Iteration 1F: 3 clusters Score -256475.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -256602.000000 Penalty: 1589.256470
	Iteration 2F: 3 clusters Score -256602 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -256690.093750 Penalty: 1589.256470
	Iteration 3F: 3 clusters Score -256690.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -256754.828125 Penalty: 1589.256470
	Iteration 4Q: 3 clusters Score -256754.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -256817.468750 Penalty: 1589.256470
	Iteration 5Q: 3 clusters Score -256817.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -256876.734375 Penalty: 1589.256470
	Iteration 6Q: 3 clusters Score -256876.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -256951.531250 Penalty: 1589.256470
	Iteration 7Q: 3 clusters Score -256951.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -257057.421875 Penalty: 1589.256470
	Iteration 8Q: 3 clusters Score -257057.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -257175.000000 Penalty: 1589.256470
	Iteration 9Q: 3 clusters Score -257175 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -257307.125000 Penalty: 1589.256470
	Iteration 10Q: 3 clusters Score -257307.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -257447.968750 Penalty: 1589.256470
	Iteration 11Q: 3 clusters Score -257448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -257599.234375 Penalty: 1589.256470
	Iteration 12Q: 3 clusters Score -257599.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -257755.156250 Penalty: 1589.256470
	Iteration 13Q: 3 clusters Score -257755.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -257844.921875 Penalty: 1589.256470
	Iteration 14Q: 3 clusters Score -257844.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -257900.375000 Penalty: 1589.256470
	Iteration 15Q: 3 clusters Score -257900.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -257935.906250 Penalty: 1589.256470
	Iteration 16Q: 3 clusters Score -257935.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -257964.359375 Penalty: 1589.256470
	Iteration 17Q: 3 clusters Score -257964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -257975.031250 Penalty: 1589.256470
	Iteration 18Q: 3 clusters Score -257975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -257989.046875 Penalty: 1589.256470
	Iteration 19Q: 3 clusters Score -257989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -257998.093750 Penalty: 1589.256470
	Iteration 20F: 3 clusters Score -257998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -258006.250000 Penalty: 1589.256470
	Iteration 21Q: 3 clusters Score -258006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -258014.718750 Penalty: 1589.256470
	Iteration 22Q: 3 clusters Score -258014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -258016.140625 Penalty: 1589.256470
	Iteration 23Q: 3 clusters Score -258016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -258019.343750 Penalty: 1589.256470
	Iteration 24Q: 3 clusters Score -258019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -258021.640625 Penalty: 1589.256470
	Iteration 25Q: 3 clusters Score -258021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -258022.968750 Penalty: 1589.256470
	Iteration 26Q: 3 clusters Score -258023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -258026.765625 Penalty: 1589.256470
	Iteration 27Q: 3 clusters Score -258026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -258028.234375 Penalty: 1589.256470
	Iteration 28Q: 3 clusters Score -258028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -258028.234375 Penalty: 1589.256470
	Iteration 29F: 3 clusters Score -258028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -151134.828125 Penalty: 754.895081
	Iteration 0F: 2 clusters Score -151134.8 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: -148911.484375 Penalty: 1509.790161
	Iteration 0F: 3 clusters Score -148911.5 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -149577.109375 Penalty: 1509.790161
	Iteration 1F: 3 clusters Score -149577.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -149719.406250 Penalty: 1509.790161
	Iteration 2F: 3 clusters Score -149719.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -149861.843750 Penalty: 1509.790161
	Iteration 3F: 3 clusters Score -149861.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -150004.500000 Penalty: 1509.790161
	Iteration 4F: 3 clusters Score -150004.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -150127.343750 Penalty: 1509.790161
	Iteration 5F: 3 clusters Score -150127.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -150222.281250 Penalty: 1509.790161
	Iteration 6Q: 3 clusters Score -150222.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -150298.843750 Penalty: 1509.790161
	Iteration 7Q: 3 clusters Score -150298.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -150343.156250 Penalty: 1509.790161
	Iteration 8Q: 3 clusters Score -150343.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -150365.218750 Penalty: 1509.790161
	Iteration 9Q: 3 clusters Score -150365.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -150381.265625 Penalty: 1509.790161
	Iteration 10Q: 3 clusters Score -150381.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -150389.796875 Penalty: 1509.790161
	Iteration 11Q: 3 clusters Score -150389.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -150393.890625 Penalty: 1509.790161
	Iteration 12Q: 3 clusters Score -150393.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -150398.796875 Penalty: 1509.790161
	Iteration 13Q: 3 clusters Score -150398.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -150403.484375 Penalty: 1509.790161
	Iteration 14Q: 3 clusters Score -150403.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -150406.109375 Penalty: 1509.790161
	Iteration 15Q: 3 clusters Score -150406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -150408.500000 Penalty: 1509.790161
	Iteration 16Q: 3 clusters Score -150408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -150410.859375 Penalty: 1509.790161
	Iteration 17Q: 3 clusters Score -150410.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -150412.140625 Penalty: 1509.790161
	Iteration 18Q: 3 clusters Score -150412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -150413.250000 Penalty: 1509.790161
	Iteration 19Q: 3 clusters Score -150413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -150412.906250 Penalty: 1509.790161
	Iteration 20F: 3 clusters Score -150412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -150413.187500 Penalty: 1509.790161
	Iteration 21Q: 3 clusters Score -150413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -150413.671875 Penalty: 1509.790161
	Iteration 22Q: 3 clusters Score -150413.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -150413.671875 Penalty: 1509.790161
	Iteration 23F: 3 clusters Score -150413.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 142348 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 40339 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 19715 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 14393 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625432.000000 Penalty: 32088.166016
Iteration 283F: 26 clusters Score -3.862543e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 35156 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 141946 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 9606 members 
Mstep: Class 10 contains 38984 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 19458 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 8426 members 
Mstep: Class 15 contains 25229 members 
Mstep: Class 16 contains 14394 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 78499 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 16120 members 
Mstep: Class 21 contains 3657 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2822 members 
Mstep: Class 25 contains 275746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625608.000000 Penalty: 32088.166016
Iteration 284Q: 26 clusters Score -3.862561e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35161 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 141571 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13171 members 
Mstep: Class 8 contains 6493 members 
Mstep: Class 9 contains 9498 members 
Mstep: Class 10 contains 37893 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 19257 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 8225 members 
Mstep: Class 15 contains 25234 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 6810 members 
Mstep: Class 18 contains 78405 members 
Mstep: Class 19 contains 8167 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3640 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Mstep: Class 25 contains 277857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625752.000000 Penalty: 32088.166016
Iteration 285Q: 26 clusters Score -3.862575e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 35163 members 
Mstep: Class 3 contains 5080 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 141251 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 13162 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 9387 members 
Mstep: Class 10 contains 37004 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 12 contains 19111 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 25247 members 
Mstep: Class 16 contains 14617 members 
Mstep: Class 17 contains 6839 members 
Mstep: Class 18 contains 78377 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3616 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2824 members 
Mstep: Class 25 contains 279466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625804.000000 Penalty: 32088.166016
Iteration 286Q: 26 clusters Score -3.86258e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 35164 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 141001 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 13152 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 36291 members 
Mstep: Class 11 contains 2610 members 
Mstep: Class 12 contains 18991 members 
Mstep: Class 13 contains 2509 members 
Mstep: Class 14 contains 7921 members 
Mstep: Class 15 contains 25262 members 
Mstep: Class 16 contains 14819 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 78366 members 
Mstep: Class 19 contains 8134 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3579 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2826 members 
Mstep: Class 25 contains 280688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626040.000000 Penalty: 32088.166016
Iteration 287Q: 26 clusters Score -3.862604e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35163 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 140765 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 13142 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 35670 members 
Mstep: Class 11 contains 2603 members 
Mstep: Class 12 contains 18900 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 25270 members 
Mstep: Class 16 contains 15060 members 
Mstep: Class 17 contains 6908 members 
Mstep: Class 18 contains 78360 members 
Mstep: Class 19 contains 8121 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Mstep: Class 25 contains 281699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626080.000000 Penalty: 32088.166016
Iteration 288Q: 26 clusters Score -3.862608e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35161 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 140572 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 13134 members 
Mstep: Class 8 contains 6486 members 
Mstep: Class 9 contains 9047 members 
Mstep: Class 10 contains 35143 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 18843 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 7726 members 
Mstep: Class 15 contains 25280 members 
Mstep: Class 16 contains 15335 members 
Mstep: Class 17 contains 6938 members 
Mstep: Class 18 contains 78369 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3520 members 
Mstep: Class 22 contains 3876 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2824 members 
Mstep: Class 25 contains 282452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626012.000000 Penalty: 32088.166016
Iteration 289Q: 26 clusters Score -3.862601e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35165 members 
Mstep: Class 3 contains 5050 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 140409 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 13126 members 
Mstep: Class 8 contains 6484 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 18781 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 7645 members 
Mstep: Class 15 contains 25293 members 
Mstep: Class 16 contains 15622 members 
Mstep: Class 17 contains 6963 members 
Mstep: Class 18 contains 78379 members 
Mstep: Class 19 contains 8098 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3495 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2823 members 
Mstep: Class 25 contains 283066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626092.000000 Penalty: 32088.166016
Iteration 290Q: 26 clusters Score -3.862609e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35169 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 140259 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 13114 members 
Mstep: Class 8 contains 6484 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 34326 members 
Mstep: Class 11 contains 2574 members 
Mstep: Class 12 contains 18722 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 7591 members 
Mstep: Class 15 contains 25305 members 
Mstep: Class 16 contains 15919 members 
Mstep: Class 17 contains 6992 members 
Mstep: Class 18 contains 78370 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 2825 members 
Mstep: Class 25 contains 283582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626128.000000 Penalty: 32088.166016
Iteration 291Q: 26 clusters Score -3.862613e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35175 members 
Mstep: Class 3 contains 5041 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 140106 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 13100 members 
Mstep: Class 8 contains 6481 members 
Mstep: Class 9 contains 8691 members 
Mstep: Class 10 contains 33941 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 12 contains 18679 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 7534 members 
Mstep: Class 15 contains 25317 members 
Mstep: Class 16 contains 16219 members 
Mstep: Class 17 contains 7035 members 
Mstep: Class 18 contains 78363 members 
Mstep: Class 19 contains 8083 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 3458 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 4293 members 
Mstep: Class 24 contains 2828 members 
Mstep: Class 25 contains 284063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626224.000000 Penalty: 32088.166016
Iteration 292Q: 26 clusters Score -3.862622e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35180 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 139968 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 13092 members 
Mstep: Class 8 contains 6482 members 
Mstep: Class 9 contains 8568 members 
Mstep: Class 10 contains 33610 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 18629 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 25326 members 
Mstep: Class 16 contains 16541 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 18 contains 78346 members 
Mstep: Class 19 contains 8081 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3440 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 284480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626452.000000 Penalty: 32088.166016
Iteration 293Q: 26 clusters Score -3.862645e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 35181 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 139833 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 13081 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 33333 members 
Mstep: Class 11 contains 2537 members 
Mstep: Class 12 contains 18571 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 7449 members 
Mstep: Class 15 contains 25331 members 
Mstep: Class 16 contains 16855 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 78330 members 
Mstep: Class 19 contains 8074 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3423 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 2827 members 
Mstep: Class 25 contains 284876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626364.000000 Penalty: 32088.166016
Iteration 294Q: 26 clusters Score -3.862636e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 35186 members 
Mstep: Class 3 contains 5036 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 139694 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 13076 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 8335 members 
Mstep: Class 10 contains 33049 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 7406 members 
Mstep: Class 15 contains 25334 members 
Mstep: Class 16 contains 17182 members 
Mstep: Class 17 contains 7100 members 
Mstep: Class 18 contains 78320 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3406 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 285214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626432.000000 Penalty: 32088.166016
Iteration 295Q: 26 clusters Score -3.862643e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 35192 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 139571 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 13072 members 
Mstep: Class 8 contains 6476 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 32806 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 18486 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 7379 members 
Mstep: Class 15 contains 25341 members 
Mstep: Class 16 contains 17510 members 
Mstep: Class 17 contains 7118 members 
Mstep: Class 18 contains 78307 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3387 members 
Mstep: Class 22 contains 3708 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 285477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626508.000000 Penalty: 32088.166016
Iteration 296Q: 26 clusters Score -3.862651e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 35198 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 139446 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 6474 members 
Mstep: Class 9 contains 8157 members 
Mstep: Class 10 contains 32557 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 18448 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 7358 members 
Mstep: Class 15 contains 25344 members 
Mstep: Class 16 contains 17802 members 
Mstep: Class 17 contains 7136 members 
Mstep: Class 18 contains 78305 members 
Mstep: Class 19 contains 8064 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 3679 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 285727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626480.000000 Penalty: 32088.166016
Iteration 297Q: 26 clusters Score -3.862648e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35202 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 139344 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 13071 members 
Mstep: Class 8 contains 6476 members 
Mstep: Class 9 contains 8078 members 
Mstep: Class 10 contains 32342 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 18422 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 25345 members 
Mstep: Class 16 contains 18104 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 78312 members 
Mstep: Class 19 contains 8061 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 2831 members 
Mstep: Class 25 contains 285907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626560.000000 Penalty: 32088.166016
Iteration 298Q: 26 clusters Score -3.862656e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 35206 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 139244 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 13069 members 
Mstep: Class 8 contains 6479 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 32118 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 18375 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 25348 members 
Mstep: Class 16 contains 18407 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 78328 members 
Mstep: Class 19 contains 8058 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3625 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 2833 members 
Mstep: Class 25 contains 286060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626640.000000 Penalty: 32088.166016
Iteration 299Q: 26 clusters Score -3.862664e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 35204 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 139136 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 13062 members 
Mstep: Class 8 contains 6481 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 10 contains 31940 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 2447 members 
Mstep: Class 14 contains 7299 members 
Mstep: Class 15 contains 25345 members 
Mstep: Class 16 contains 18739 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 78335 members 
Mstep: Class 19 contains 8053 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3336 members 
Mstep: Class 22 contains 3600 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 2832 members 
Mstep: Class 25 contains 286174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626768.000000 Penalty: 32088.166016
Iteration 300F: 26 clusters Score -3.862677e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 35203 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 139026 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 13058 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 7846 members 
Mstep: Class 10 contains 31762 members 
Mstep: Class 11 contains 2433 members 
Mstep: Class 12 contains 18312 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 25349 members 
Mstep: Class 16 contains 19057 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 78327 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3327 members 
Mstep: Class 22 contains 3574 members 
Mstep: Class 23 contains 4295 members 
Mstep: Class 24 contains 2835 members 
Mstep: Class 25 contains 286290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626840.000000 Penalty: 32088.166016
Iteration 301Q: 26 clusters Score -3.862684e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 35201 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 138930 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 13053 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 31589 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 18271 members 
Mstep: Class 13 contains 2453 members 
Mstep: Class 14 contains 7245 members 
Mstep: Class 15 contains 25348 members 
Mstep: Class 16 contains 19382 members 
Mstep: Class 17 contains 7274 members 
Mstep: Class 18 contains 78317 members 
Mstep: Class 19 contains 8044 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3322 members 
Mstep: Class 22 contains 3556 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 2832 members 
Mstep: Class 25 contains 286404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626764.000000 Penalty: 32088.166016
Iteration 302Q: 26 clusters Score -3.862676e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 35202 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 138841 members 
Mstep: Class 6 contains 3858 members 
Mstep: Class 7 contains 13050 members 
Mstep: Class 8 contains 6491 members 
Mstep: Class 9 contains 7692 members 
Mstep: Class 10 contains 31415 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 18247 members 
Mstep: Class 13 contains 2456 members 
Mstep: Class 14 contains 7204 members 
Mstep: Class 15 contains 25345 members 
Mstep: Class 16 contains 19659 members 
Mstep: Class 17 contains 7314 members 
Mstep: Class 18 contains 78308 members 
Mstep: Class 19 contains 8042 members 
Mstep: Class 20 contains 16120 members 
Mstep: Class 21 contains 3316 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 2828 members 
Mstep: Class 25 contains 286526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627012.000000 Penalty: 32088.166016
Iteration 303Q: 26 clusters Score -3.862701e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 35201 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 138745 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 13046 members 
Mstep: Class 8 contains 6495 members 
Mstep: Class 9 contains 7640 members 
Mstep: Class 10 contains 31262 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 7191 members 
Mstep: Class 15 contains 25347 members 
Mstep: Class 16 contains 19925 members 
Mstep: Class 17 contains 7344 members 
Mstep: Class 18 contains 78306 members 
Mstep: Class 19 contains 8037 members 
Mstep: Class 20 contains 16120 members 
Mstep: Class 21 contains 3312 members 
Mstep: Class 22 contains 3516 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 2827 members 
Mstep: Class 25 contains 286609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627020.000000 Penalty: 32088.166016
Iteration 304Q: 26 clusters Score -3.862702e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 35204 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 138650 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 13043 members 
Mstep: Class 8 contains 6497 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 31112 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 12 contains 18206 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 7187 members 
Mstep: Class 15 contains 25352 members 
Mstep: Class 16 contains 20176 members 
Mstep: Class 17 contains 7371 members 
Mstep: Class 18 contains 78304 members 
Mstep: Class 19 contains 8029 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 3306 members 
Mstep: Class 22 contains 3500 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 286691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627180.000000 Penalty: 32088.166016
Iteration 305Q: 26 clusters Score -3.862718e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 35204 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 4053 members 
Mstep: Class 5 contains 138541 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 13032 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 7545 members 
Mstep: Class 10 contains 30964 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 18200 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 7176 members 
Mstep: Class 15 contains 25352 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 7401 members 
Mstep: Class 18 contains 78301 members 
Mstep: Class 19 contains 8027 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 2828 members 
Mstep: Class 25 contains 286792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627232.000000 Penalty: 32088.166016
Iteration 306Q: 26 clusters Score -3.862723e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 35201 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 138431 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 13026 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 30806 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 18183 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 25349 members 
Mstep: Class 16 contains 20634 members 
Mstep: Class 17 contains 7426 members 
Mstep: Class 18 contains 78308 members 
Mstep: Class 19 contains 8025 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 3294 members 
Mstep: Class 22 contains 3480 members 
Mstep: Class 23 contains 4297 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 286898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627256.000000 Penalty: 32088.166016
Iteration 307Q: 26 clusters Score -3.862726e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 35197 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 138328 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 13023 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 7481 members 
Mstep: Class 10 contains 30657 members 
Mstep: Class 11 contains 2387 members 
Mstep: Class 12 contains 18165 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7161 members 
Mstep: Class 15 contains 25354 members 
Mstep: Class 16 contains 20860 members 
Mstep: Class 17 contains 7459 members 
Mstep: Class 18 contains 78304 members 
Mstep: Class 19 contains 8021 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 3292 members 
Mstep: Class 22 contains 3472 members 
Mstep: Class 23 contains 4299 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 286962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627164.000000 Penalty: 32088.166016
Iteration 308Q: 26 clusters Score -3.862716e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 35198 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 138234 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 13019 members 
Mstep: Class 8 contains 6506 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 30502 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 18146 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 7149 members 
Mstep: Class 15 contains 25359 members 
Mstep: Class 16 contains 21050 members 
Mstep: Class 17 contains 7495 members 
Mstep: Class 18 contains 78310 members 
Mstep: Class 19 contains 8016 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 3466 members 
Mstep: Class 23 contains 4302 members 
Mstep: Class 24 contains 2832 members 
Mstep: Class 25 contains 287050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627168.000000 Penalty: 32088.166016
Iteration 309Q: 26 clusters Score -3.862717e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 35202 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 138158 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 13013 members 
Mstep: Class 8 contains 6501 members 
Mstep: Class 9 contains 7420 members 
Mstep: Class 10 contains 30368 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 18129 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 7144 members 
Mstep: Class 15 contains 25363 members 
Mstep: Class 16 contains 21227 members 
Mstep: Class 17 contains 7522 members 
Mstep: Class 18 contains 78305 members 
Mstep: Class 19 contains 8015 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 3282 members 
Mstep: Class 22 contains 3457 members 
Mstep: Class 23 contains 4306 members 
Mstep: Class 24 contains 2834 members 
Mstep: Class 25 contains 287133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627260.000000 Penalty: 32088.166016
Iteration 310Q: 26 clusters Score -3.862726e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 35203 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 138072 members 
Mstep: Class 6 contains 3864 members 
Mstep: Class 7 contains 13008 members 
Mstep: Class 8 contains 6498 members 
Mstep: Class 9 contains 7388 members 
Mstep: Class 10 contains 30228 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 18118 members 
Mstep: Class 13 contains 2437 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 25370 members 
Mstep: Class 16 contains 21401 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 78308 members 
Mstep: Class 19 contains 8015 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 3448 members 
Mstep: Class 23 contains 4309 members 
Mstep: Class 24 contains 2834 members 
Mstep: Class 25 contains 287216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627220.000000 Penalty: 32088.166016
Iteration 311Q: 26 clusters Score -3.862722e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 35202 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 4080 members 
Mstep: Class 5 contains 137993 members 
Mstep: Class 6 contains 3867 members 
Mstep: Class 7 contains 13002 members 
Mstep: Class 8 contains 6498 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 30122 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 18101 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 25372 members 
Mstep: Class 16 contains 21553 members 
Mstep: Class 17 contains 7575 members 
Mstep: Class 18 contains 78312 members 
Mstep: Class 19 contains 8014 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 3266 members 
Mstep: Class 22 contains 3443 members 
Mstep: Class 23 contains 4311 members 
Mstep: Class 24 contains 2837 members 
Mstep: Class 25 contains 287308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627292.000000 Penalty: 32088.166016
Iteration 312Q: 26 clusters Score -3.862729e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 35199 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 137910 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 13000 members 
Mstep: Class 8 contains 6501 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 30030 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 2426 members 
Mstep: Class 14 contains 7105 members 
Mstep: Class 15 contains 25375 members 
Mstep: Class 16 contains 21715 members 
Mstep: Class 17 contains 7596 members 
Mstep: Class 18 contains 78312 members 
Mstep: Class 19 contains 8014 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 3261 members 
Mstep: Class 22 contains 3433 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 2839 members 
Mstep: Class 25 contains 287370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627372.000000 Penalty: 32088.166016
Iteration 313Q: 26 clusters Score -3.862737e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 35198 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 137824 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 12997 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 29941 members 
Mstep: Class 11 contains 2356 members 
Mstep: Class 12 contains 18062 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 7098 members 
Mstep: Class 15 contains 25373 members 
Mstep: Class 16 contains 21882 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 78314 members 
Mstep: Class 19 contains 8022 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 3257 members 
Mstep: Class 22 contains 3419 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 2839 members 
Mstep: Class 25 contains 287431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627288.000000 Penalty: 32088.166016
Iteration 314Q: 26 clusters Score -3.862729e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 35203 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 4086 members 
Mstep: Class 5 contains 137732 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 12996 members 
Mstep: Class 8 contains 6498 members 
Mstep: Class 9 contains 7278 members 
Mstep: Class 10 contains 29834 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 18053 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 7092 members 
Mstep: Class 15 contains 25374 members 
Mstep: Class 16 contains 22025 members 
Mstep: Class 17 contains 7660 members 
Mstep: Class 18 contains 78315 members 
Mstep: Class 19 contains 8024 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 3255 members 
Mstep: Class 22 contains 3414 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 287490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627372.000000 Penalty: 32088.166016
Iteration 315Q: 26 clusters Score -3.862737e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 35204 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 137659 members 
Mstep: Class 6 contains 3873 members 
Mstep: Class 7 contains 12991 members 
Mstep: Class 8 contains 6501 members 
Mstep: Class 9 contains 7254 members 
Mstep: Class 10 contains 29757 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 18035 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 14 contains 7081 members 
Mstep: Class 15 contains 25377 members 
Mstep: Class 16 contains 22167 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 78305 members 
Mstep: Class 19 contains 8023 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 3250 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 287531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627424.000000 Penalty: 32088.166016
Iteration 316Q: 26 clusters Score -3.862742e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35201 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 137609 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 12989 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 7226 members 
Mstep: Class 10 contains 29698 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 18024 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 7067 members 
Mstep: Class 15 contains 25378 members 
Mstep: Class 16 contains 22324 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 78293 members 
Mstep: Class 19 contains 8023 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3399 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 287540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627428.000000 Penalty: 32088.166016
Iteration 317Q: 26 clusters Score -3.862743e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35198 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 137550 members 
Mstep: Class 6 contains 3878 members 
Mstep: Class 7 contains 12990 members 
Mstep: Class 8 contains 6509 members 
Mstep: Class 9 contains 7204 members 
Mstep: Class 10 contains 29635 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 18014 members 
Mstep: Class 13 contains 2406 members 
Mstep: Class 14 contains 7054 members 
Mstep: Class 15 contains 25380 members 
Mstep: Class 16 contains 22461 members 
Mstep: Class 17 contains 7753 members 
Mstep: Class 18 contains 78287 members 
Mstep: Class 19 contains 8021 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 4322 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 287557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627432.000000 Penalty: 32088.166016
Iteration 318Q: 26 clusters Score -3.862743e+07 nChanged 378
Entering ConstructFrom: 
Score: -38627432.000000 Penalty: 32088.166016
Entering ConstructFrom: 
Trying to split cluster 1 (6063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Entering Unmasked Estep 
Score: -323338.468750 Penalty: 827.446228
	Iteration 0F: 2 clusters Score -323338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -319077.281250 Penalty: 1654.892456
	Iteration 0F: 3 clusters Score -319077.3 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -320728.093750 Penalty: 1654.892456
	Iteration 1F: 3 clusters Score -320728.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -321023.187500 Penalty: 1654.892456
	Iteration 2F: 3 clusters Score -321023.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -321310.187500 Penalty: 1654.892456
	Iteration 3F: 3 clusters Score -321310.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -321606.000000 Penalty: 1654.892456
	Iteration 4F: 3 clusters Score -321606 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -321884.500000 Penalty: 1654.892456
	Iteration 5F: 3 clusters Score -321884.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -322196.718750 Penalty: 1654.892456
	Iteration 6F: 3 clusters Score -322196.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -322483.781250 Penalty: 1654.892456
	Iteration 7F: 3 clusters Score -322483.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -322736.437500 Penalty: 1654.892456
	Iteration 8Q: 3 clusters Score -322736.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -322955.968750 Penalty: 1654.892456
	Iteration 9Q: 3 clusters Score -322956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -323082.406250 Penalty: 1654.892456
	Iteration 10Q: 3 clusters Score -323082.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -323171.375000 Penalty: 1654.892456
	Iteration 11Q: 3 clusters Score -323171.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -323229.312500 Penalty: 1654.892456
	Iteration 12Q: 3 clusters Score -323229.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -323266.093750 Penalty: 1654.892456
	Iteration 13Q: 3 clusters Score -323266.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -323290.093750 Penalty: 1654.892456
	Iteration 14Q: 3 clusters Score -323290.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -323306.750000 Penalty: 1654.892456
	Iteration 15Q: 3 clusters Score -323306.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -323313.000000 Penalty: 1654.892456
	Iteration 16Q: 3 clusters Score -323313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -323316.437500 Penalty: 1654.892456
	Iteration 17Q: 3 clusters Score -323316.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -323319.312500 Penalty: 1654.892456
	Iteration 18Q: 3 clusters Score -323319.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -323319.906250 Penalty: 1654.892456
	Iteration 19Q: 3 clusters Score -323319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -323320.593750 Penalty: 1654.892456
	Iteration 20F: 3 clusters Score -323320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -323320.562500 Penalty: 1654.892456
	Iteration 21Q: 3 clusters Score -323320.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -323320.968750 Penalty: 1654.892456
	Iteration 22Q: 3 clusters Score -323321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -323321.312500 Penalty: 1654.892456
	Iteration 23Q: 3 clusters Score -323321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -323321.625000 Penalty: 1654.892456
	Iteration 24Q: 3 clusters Score -323321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -323322.125000 Penalty: 1654.892456
	Iteration 25Q: 3 clusters Score -323322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -323322.125000 Penalty: 1654.892456
	Iteration 26Q: 3 clusters Score -323322.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -323322.125000 Penalty: 1654.892456
	Iteration 27F: 3 clusters Score -323322.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Entering Unmasked Estep 
Score: -2019262.625000 Penalty: 994.519897
	Iteration 0F: 2 clusters Score -2019263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1995861.000000 Penalty: 1989.039795
	Iteration 0F: 3 clusters Score -1995861 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2005380.000000 Penalty: 1989.039795
	Iteration 1F: 3 clusters Score -2005380 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2005774.375000 Penalty: 1989.039795
	Iteration 2Q: 3 clusters Score -2005774 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2006196.375000 Penalty: 1989.039795
	Iteration 3Q: 3 clusters Score -2006196 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2006667.750000 Penalty: 1989.039795
	Iteration 4Q: 3 clusters Score -2006668 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2007198.750000 Penalty: 1989.039795
	Iteration 5Q: 3 clusters Score -2007199 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2007855.000000 Penalty: 1989.039795
	Iteration 6Q: 3 clusters Score -2007855 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2008747.875000 Penalty: 1989.039795
	Iteration 7Q: 3 clusters Score -2008748 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2009971.125000 Penalty: 1989.039795
	Iteration 8Q: 3 clusters Score -2009971 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -2011489.125000 Penalty: 1989.039795
	Iteration 9F: 3 clusters Score -2011489 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2013001.375000 Penalty: 1989.039795
	Iteration 10F: 3 clusters Score -2013001 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -2014384.750000 Penalty: 1989.039795
	Iteration 11F: 3 clusters Score -2014385 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -2015439.250000 Penalty: 1989.039795
	Iteration 12Q: 3 clusters Score -2015439 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -2016229.000000 Penalty: 1989.039795
	Iteration 13Q: 3 clusters Score -2016229 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -2016804.000000 Penalty: 1989.039795
	Iteration 14Q: 3 clusters Score -2016804 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -2017245.750000 Penalty: 1989.039795
	Iteration 15Q: 3 clusters Score -2017246 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -2017561.250000 Penalty: 1989.039795
	Iteration 16Q: 3 clusters Score -2017561 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -2017813.250000 Penalty: 1989.039795
	Iteration 17Q: 3 clusters Score -2017813 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -2017983.000000 Penalty: 1989.039795
	Iteration 18Q: 3 clusters Score -2017983 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -2018108.500000 Penalty: 1989.039795
	Iteration 19Q: 3 clusters Score -2018108 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -2018218.500000 Penalty: 1989.039795
	Iteration 20F: 3 clusters Score -2018218 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -2018296.000000 Penalty: 1989.039795
	Iteration 21Q: 3 clusters Score -2018296 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -2018369.500000 Penalty: 1989.039795
	Iteration 22Q: 3 clusters Score -2018370 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -2018408.000000 Penalty: 1989.039795
	Iteration 23Q: 3 clusters Score -2018408 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -2018447.125000 Penalty: 1989.039795
	Iteration 24Q: 3 clusters Score -2018447 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -2018478.000000 Penalty: 1989.039795
	Iteration 25Q: 3 clusters Score -2018478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -2018496.625000 Penalty: 1989.039795
	Iteration 26Q: 3 clusters Score -2018497 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -2018513.375000 Penalty: 1989.039795
	Iteration 27Q: 3 clusters Score -2018513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -2018527.375000 Penalty: 1989.039795
	Iteration 28Q: 3 clusters Score -2018527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -2018539.125000 Penalty: 1989.039795
	Iteration 29Q: 3 clusters Score -2018539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -2018554.750000 Penalty: 1989.039795
	Iteration 30Q: 3 clusters Score -2018555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -2018561.625000 Penalty: 1989.039795
	Iteration 31Q: 3 clusters Score -2018562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -2018565.750000 Penalty: 1989.039795
	Iteration 32Q: 3 clusters Score -2018566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -2018574.875000 Penalty: 1989.039795
	Iteration 33Q: 3 clusters Score -2018575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -2018578.625000 Penalty: 1989.039795
	Iteration 34Q: 3 clusters Score -2018579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -2018585.125000 Penalty: 1989.039795
	Iteration 35Q: 3 clusters Score -2018585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -2018599.500000 Penalty: 1989.039795
	Iteration 36Q: 3 clusters Score -2018600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -2018606.750000 Penalty: 1989.039795
	Iteration 37Q: 3 clusters Score -2018607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -2018617.000000 Penalty: 1989.039795
	Iteration 38Q: 3 clusters Score -2018617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -2018626.125000 Penalty: 1989.039795
	Iteration 39Q: 3 clusters Score -2018626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -2018631.625000 Penalty: 1989.039795
	Iteration 40F: 3 clusters Score -2018632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -2018634.125000 Penalty: 1989.039795
	Iteration 41Q: 3 clusters Score -2018634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -2018640.250000 Penalty: 1989.039795
	Iteration 42Q: 3 clusters Score -2018640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -2018646.500000 Penalty: 1989.039795
	Iteration 43Q: 3 clusters Score -2018646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -2018650.250000 Penalty: 1989.039795
	Iteration 44Q: 3 clusters Score -2018650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -2018656.125000 Penalty: 1989.039795
	Iteration 45Q: 3 clusters Score -2018656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -2018657.875000 Penalty: 1989.039795
	Iteration 46Q: 3 clusters Score -2018658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -2018661.500000 Penalty: 1989.039795
	Iteration 47Q: 3 clusters Score -2018662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -2018667.500000 Penalty: 1989.039795
	Iteration 48Q: 3 clusters Score -2018668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -2018669.125000 Penalty: 1989.039795
	Iteration 49Q: 3 clusters Score -2018669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -2018672.000000 Penalty: 1989.039795
	Iteration 50Q: 3 clusters Score -2018672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -2018674.250000 Penalty: 1989.039795
	Iteration 51Q: 3 clusters Score -2018674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -2018676.250000 Penalty: 1989.039795
	Iteration 52Q: 3 clusters Score -2018676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -2018675.375000 Penalty: 1989.039795
	Iteration 53Q: 3 clusters Score -2018675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -2018677.125000 Penalty: 1989.039795
	Iteration 54Q: 3 clusters Score -2018677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -2018677.375000 Penalty: 1989.039795
	Iteration 55Q: 3 clusters Score -2018677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -2018679.250000 Penalty: 1989.039795
	Iteration 56Q: 3 clusters Score -2018679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -2018682.125000 Penalty: 1989.039795
	Iteration 57Q: 3 clusters Score -2018682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -2018680.625000 Penalty: 1989.039795
	Iteration 58Q: 3 clusters Score -2018681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -2018682.875000 Penalty: 1989.039795
	Iteration 59Q: 3 clusters Score -2018683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -2018683.375000 Penalty: 1989.039795
	Iteration 60F: 3 clusters Score -2018683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -2018682.250000 Penalty: 1989.039795
	Iteration 61Q: 3 clusters Score -2018682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -2018684.000000 Penalty: 1989.039795
	Iteration 62Q: 3 clusters Score -2018684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -2018683.000000 Penalty: 1989.039795
	Iteration 63Q: 3 clusters Score -2018683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -2018683.000000 Penalty: 1989.039795
	Iteration 64Q: 3 clusters Score -2018683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -2018683.500000 Penalty: 1989.039795
	Iteration 65Q: 3 clusters Score -2018684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -2018683.625000 Penalty: 1989.039795
	Iteration 66Q: 3 clusters Score -2018684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -2018683.625000 Penalty: 1989.039795
	Iteration 67F: 3 clusters Score -2018684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -241493.468750 Penalty: 809.361084
	Iteration 0F: 2 clusters Score -241493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -237934.468750 Penalty: 1618.722168
	Iteration 0F: 3 clusters Score -237934.5 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -239131.515625 Penalty: 1618.722168
	Iteration 1F: 3 clusters Score -239131.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -239409.515625 Penalty: 1618.722168
	Iteration 2F: 3 clusters Score -239409.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -239671.515625 Penalty: 1618.722168
	Iteration 3F: 3 clusters Score -239671.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -239914.359375 Penalty: 1618.722168
	Iteration 4F: 3 clusters Score -239914.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -240138.625000 Penalty: 1618.722168
	Iteration 5F: 3 clusters Score -240138.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -240341.000000 Penalty: 1618.722168
	Iteration 6F: 3 clusters Score -240341 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -240529.781250 Penalty: 1618.722168
	Iteration 7Q: 3 clusters Score -240529.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -240701.093750 Penalty: 1618.722168
	Iteration 8Q: 3 clusters Score -240701.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -240810.484375 Penalty: 1618.722168
	Iteration 9Q: 3 clusters Score -240810.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -240900.296875 Penalty: 1618.722168
	Iteration 10Q: 3 clusters Score -240900.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -240964.828125 Penalty: 1618.722168
	Iteration 11Q: 3 clusters Score -240964.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -241010.671875 Penalty: 1618.722168
	Iteration 12Q: 3 clusters Score -241010.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -241041.406250 Penalty: 1618.722168
	Iteration 13Q: 3 clusters Score -241041.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -241056.656250 Penalty: 1618.722168
	Iteration 14Q: 3 clusters Score -241056.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -241069.140625 Penalty: 1618.722168
	Iteration 15Q: 3 clusters Score -241069.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -241081.937500 Penalty: 1618.722168
	Iteration 16Q: 3 clusters Score -241081.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -241091.531250 Penalty: 1618.722168
	Iteration 17Q: 3 clusters Score -241091.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -241099.343750 Penalty: 1618.722168
	Iteration 18Q: 3 clusters Score -241099.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -241107.609375 Penalty: 1618.722168
	Iteration 19Q: 3 clusters Score -241107.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -241116.609375 Penalty: 1618.722168
	Iteration 20F: 3 clusters Score -241116.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -241123.437500 Penalty: 1618.722168
	Iteration 21Q: 3 clusters Score -241123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -241126.750000 Penalty: 1618.722168
	Iteration 22Q: 3 clusters Score -241126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -241131.562500 Penalty: 1618.722168
	Iteration 23Q: 3 clusters Score -241131.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -241136.234375 Penalty: 1618.722168
	Iteration 24Q: 3 clusters Score -241136.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -241138.765625 Penalty: 1618.722168
	Iteration 25Q: 3 clusters Score -241138.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -241140.109375 Penalty: 1618.722168
	Iteration 26Q: 3 clusters Score -241140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -241142.515625 Penalty: 1618.722168
	Iteration 27Q: 3 clusters Score -241142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -241143.984375 Penalty: 1618.722168
	Iteration 28Q: 3 clusters Score -241144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -241144.781250 Penalty: 1618.722168
	Iteration 29Q: 3 clusters Score -241144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -241146.015625 Penalty: 1618.722168
	Iteration 30Q: 3 clusters Score -241146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -241147.125000 Penalty: 1618.722168
	Iteration 31Q: 3 clusters Score -241147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -241148.312500 Penalty: 1618.722168
	Iteration 32Q: 3 clusters Score -241148.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -241148.578125 Penalty: 1618.722168
	Iteration 33Q: 3 clusters Score -241148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -241149.703125 Penalty: 1618.722168
	Iteration 34Q: 3 clusters Score -241149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -241150.046875 Penalty: 1618.722168
	Iteration 35Q: 3 clusters Score -241150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -241150.375000 Penalty: 1618.722168
	Iteration 36Q: 3 clusters Score -241150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -241149.953125 Penalty: 1618.722168
	Iteration 37Q: 3 clusters Score -241150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -241150.156250 Penalty: 1618.722168
	Iteration 38Q: 3 clusters Score -241150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -241150.593750 Penalty: 1618.722168
	Iteration 39Q: 3 clusters Score -241150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -241150.500000 Penalty: 1618.722168
	Iteration 40F: 3 clusters Score -241150.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -241150.781250 Penalty: 1618.722168
	Iteration 41Q: 3 clusters Score -241150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -241151.203125 Penalty: 1618.722168
	Iteration 42Q: 3 clusters Score -241151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -241151.515625 Penalty: 1618.722168
	Iteration 43Q: 3 clusters Score -241151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -241151.515625 Penalty: 1618.722168
	Iteration 44F: 3 clusters Score -241151.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -210416.984375 Penalty: 789.932312
	Iteration 0F: 2 clusters Score -210417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -207471.078125 Penalty: 1579.864624
	Iteration 0F: 3 clusters Score -207471.1 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -208375.781250 Penalty: 1579.864624
	Iteration 1F: 3 clusters Score -208375.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -208537.531250 Penalty: 1579.864624
	Iteration 2F: 3 clusters Score -208537.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -208678.843750 Penalty: 1579.864624
	Iteration 3F: 3 clusters Score -208678.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -208839.812500 Penalty: 1579.864624
	Iteration 4F: 3 clusters Score -208839.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -209012.484375 Penalty: 1579.864624
	Iteration 5F: 3 clusters Score -209012.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -209156.515625 Penalty: 1579.864624
	Iteration 6F: 3 clusters Score -209156.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -209303.140625 Penalty: 1579.864624
	Iteration 7F: 3 clusters Score -209303.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -209435.125000 Penalty: 1579.864624
	Iteration 8Q: 3 clusters Score -209435.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -209592.203125 Penalty: 1579.864624
	Iteration 9Q: 3 clusters Score -209592.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -209802.265625 Penalty: 1579.864624
	Iteration 10Q: 3 clusters Score -209802.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -209986.140625 Penalty: 1579.864624
	Iteration 11Q: 3 clusters Score -209986.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -210129.515625 Penalty: 1579.864624
	Iteration 12Q: 3 clusters Score -210129.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -210213.015625 Penalty: 1579.864624
	Iteration 13Q: 3 clusters Score -210213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -210244.734375 Penalty: 1579.864624
	Iteration 14Q: 3 clusters Score -210244.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -210263.625000 Penalty: 1579.864624
	Iteration 15Q: 3 clusters Score -210263.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -210277.046875 Penalty: 1579.864624
	Iteration 16Q: 3 clusters Score -210277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -210283.796875 Penalty: 1579.864624
	Iteration 17Q: 3 clusters Score -210283.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -210288.515625 Penalty: 1579.864624
	Iteration 18Q: 3 clusters Score -210288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -210289.734375 Penalty: 1579.864624
	Iteration 19Q: 3 clusters Score -210289.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -210291.812500 Penalty: 1579.864624
	Iteration 20F: 3 clusters Score -210291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -210293.625000 Penalty: 1579.864624
	Iteration 21Q: 3 clusters Score -210293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -210294.671875 Penalty: 1579.864624
	Iteration 22Q: 3 clusters Score -210294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -210296.609375 Penalty: 1579.864624
	Iteration 23Q: 3 clusters Score -210296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -210296.734375 Penalty: 1579.864624
	Iteration 24Q: 3 clusters Score -210296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -210296.734375 Penalty: 1579.864624
	Iteration 25F: 3 clusters Score -210296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (137499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137499 members 
Entering Unmasked Estep 
Score: -7476501.500000 Penalty: 1123.980347
	Iteration 0F: 2 clusters Score -7476502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -7383667.500000 Penalty: 2247.960693
	Iteration 0F: 3 clusters Score -7383668 nChanged 66986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -7423938.000000 Penalty: 2247.960693
	Iteration 1F: 3 clusters Score -7423938 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -7425965.500000 Penalty: 2247.960693
	Iteration 2Q: 3 clusters Score -7425966 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -7429402.500000 Penalty: 2247.960693
	Iteration 3F: 3 clusters Score -7429402 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -7434216.500000 Penalty: 2247.960693
	Iteration 4F: 3 clusters Score -7434216 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -7439631.000000 Penalty: 2247.960693
	Iteration 5F: 3 clusters Score -7439631 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -7444550.500000 Penalty: 2247.960693
	Iteration 6F: 3 clusters Score -7444550 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -7448688.000000 Penalty: 2247.960693
	Iteration 7F: 3 clusters Score -7448688 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105399 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -7452380.500000 Penalty: 2247.960693
	Iteration 8Q: 3 clusters Score -7452380 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111697 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -7456405.000000 Penalty: 2247.960693
	Iteration 9Q: 3 clusters Score -7456405 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118153 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -7460973.000000 Penalty: 2247.960693
	Iteration 10Q: 3 clusters Score -7460973 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124268 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -7465692.500000 Penalty: 2247.960693
	Iteration 11Q: 3 clusters Score -7465692 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129272 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -7469808.500000 Penalty: 2247.960693
	Iteration 12Q: 3 clusters Score -7469808 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -7472821.500000 Penalty: 2247.960693
	Iteration 13Q: 3 clusters Score -7472822 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7474543.500000 Penalty: 2247.960693
	Iteration 14Q: 3 clusters Score -7474544 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135506 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7475413.000000 Penalty: 2247.960693
	Iteration 15Q: 3 clusters Score -7475413 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135775 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7475834.000000 Penalty: 2247.960693
	Iteration 16Q: 3 clusters Score -7475834 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135839 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7476061.000000 Penalty: 2247.960693
	Iteration 17Q: 3 clusters Score -7476061 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135870 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7476188.000000 Penalty: 2247.960693
	Iteration 18Q: 3 clusters Score -7476188 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135884 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7476240.000000 Penalty: 2247.960693
	Iteration 19Q: 3 clusters Score -7476240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7476281.500000 Penalty: 2247.960693
	Iteration 20F: 3 clusters Score -7476282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135869 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7476315.000000 Penalty: 2247.960693
	Iteration 21Q: 3 clusters Score -7476315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7476327.000000 Penalty: 2247.960693
	Iteration 22Q: 3 clusters Score -7476327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135881 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7476336.500000 Penalty: 2247.960693
	Iteration 23Q: 3 clusters Score -7476336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135893 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7476347.500000 Penalty: 2247.960693
	Iteration 24Q: 3 clusters Score -7476348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135905 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7476347.000000 Penalty: 2247.960693
	Iteration 25Q: 3 clusters Score -7476347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135914 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7476343.000000 Penalty: 2247.960693
	Iteration 26Q: 3 clusters Score -7476343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135922 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7476343.500000 Penalty: 2247.960693
	Iteration 27Q: 3 clusters Score -7476344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135924 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7476348.500000 Penalty: 2247.960693
	Iteration 28Q: 3 clusters Score -7476348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135925 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7476347.500000 Penalty: 2247.960693
	Iteration 29Q: 3 clusters Score -7476348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135927 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7476346.500000 Penalty: 2247.960693
	Iteration 30Q: 3 clusters Score -7476346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7476346.000000 Penalty: 2247.960693
	Iteration 31Q: 3 clusters Score -7476346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7476351.000000 Penalty: 2247.960693
	Iteration 32Q: 3 clusters Score -7476351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135937 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7476349.500000 Penalty: 2247.960693
	Iteration 33Q: 3 clusters Score -7476350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135938 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7476351.500000 Penalty: 2247.960693
	Iteration 34Q: 3 clusters Score -7476352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135938 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7476350.500000 Penalty: 2247.960693
	Iteration 35Q: 3 clusters Score -7476350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135938 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7476350.500000 Penalty: 2247.960693
	Iteration 36F: 3 clusters Score -7476350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -188418.750000 Penalty: 785.065613
	Iteration 0F: 2 clusters Score -188418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -185538.250000 Penalty: 1570.131226
	Iteration 0F: 3 clusters Score -185538.2 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -186547.578125 Penalty: 1570.131226
	Iteration 1F: 3 clusters Score -186547.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -186839.671875 Penalty: 1570.131226
	Iteration 2F: 3 clusters Score -186839.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -187126.828125 Penalty: 1570.131226
	Iteration 3F: 3 clusters Score -187126.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -187404.421875 Penalty: 1570.131226
	Iteration 4F: 3 clusters Score -187404.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -187610.437500 Penalty: 1570.131226
	Iteration 5F: 3 clusters Score -187610.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -187728.562500 Penalty: 1570.131226
	Iteration 6Q: 3 clusters Score -187728.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -187791.281250 Penalty: 1570.131226
	Iteration 7Q: 3 clusters Score -187791.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -187834.406250 Penalty: 1570.131226
	Iteration 8Q: 3 clusters Score -187834.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -187864.125000 Penalty: 1570.131226
	Iteration 9Q: 3 clusters Score -187864.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -187889.453125 Penalty: 1570.131226
	Iteration 10Q: 3 clusters Score -187889.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -187908.921875 Penalty: 1570.131226
	Iteration 11Q: 3 clusters Score -187908.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -187924.265625 Penalty: 1570.131226
	Iteration 12Q: 3 clusters Score -187924.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -187935.781250 Penalty: 1570.131226
	Iteration 13Q: 3 clusters Score -187935.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -187940.453125 Penalty: 1570.131226
	Iteration 14Q: 3 clusters Score -187940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -187942.859375 Penalty: 1570.131226
	Iteration 15Q: 3 clusters Score -187942.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -187946.250000 Penalty: 1570.131226
	Iteration 16Q: 3 clusters Score -187946.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -187951.640625 Penalty: 1570.131226
	Iteration 17Q: 3 clusters Score -187951.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -187955.843750 Penalty: 1570.131226
	Iteration 18Q: 3 clusters Score -187955.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -187959.765625 Penalty: 1570.131226
	Iteration 19Q: 3 clusters Score -187959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -187965.812500 Penalty: 1570.131226
	Iteration 20F: 3 clusters Score -187965.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -187971.000000 Penalty: 1570.131226
	Iteration 21Q: 3 clusters Score -187971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -187973.250000 Penalty: 1570.131226
	Iteration 22Q: 3 clusters Score -187973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -187975.703125 Penalty: 1570.131226
	Iteration 23Q: 3 clusters Score -187975.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -187980.312500 Penalty: 1570.131226
	Iteration 24Q: 3 clusters Score -187980.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -187985.953125 Penalty: 1570.131226
	Iteration 25Q: 3 clusters Score -187986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -187995.578125 Penalty: 1570.131226
	Iteration 26Q: 3 clusters Score -187995.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -188004.656250 Penalty: 1570.131226
	Iteration 27Q: 3 clusters Score -188004.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -188012.750000 Penalty: 1570.131226
	Iteration 28Q: 3 clusters Score -188012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -188018.968750 Penalty: 1570.131226
	Iteration 29Q: 3 clusters Score -188019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -188024.328125 Penalty: 1570.131226
	Iteration 30Q: 3 clusters Score -188024.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -188033.312500 Penalty: 1570.131226
	Iteration 31Q: 3 clusters Score -188033.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -188039.609375 Penalty: 1570.131226
	Iteration 32Q: 3 clusters Score -188039.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -188045.703125 Penalty: 1570.131226
	Iteration 33Q: 3 clusters Score -188045.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -188049.625000 Penalty: 1570.131226
	Iteration 34Q: 3 clusters Score -188049.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -188052.078125 Penalty: 1570.131226
	Iteration 35Q: 3 clusters Score -188052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -188052.687500 Penalty: 1570.131226
	Iteration 36Q: 3 clusters Score -188052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -188053.953125 Penalty: 1570.131226
	Iteration 37Q: 3 clusters Score -188054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -188054.593750 Penalty: 1570.131226
	Iteration 38Q: 3 clusters Score -188054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -188054.890625 Penalty: 1570.131226
	Iteration 39Q: 3 clusters Score -188054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -188055.343750 Penalty: 1570.131226
	Iteration 40F: 3 clusters Score -188055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -188055.781250 Penalty: 1570.131226
	Iteration 41Q: 3 clusters Score -188055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -188055.781250 Penalty: 1570.131226
	Iteration 42F: 3 clusters Score -188055.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Entering Unmasked Estep 
Score: -699366.125000 Penalty: 899.819153
	Iteration 0F: 2 clusters Score -699366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -690653.937500 Penalty: 1799.638306
	Iteration 0F: 3 clusters Score -690653.9 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -693924.875000 Penalty: 1799.638306
	Iteration 1F: 3 clusters Score -693924.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -694214.375000 Penalty: 1799.638306
	Iteration 2F: 3 clusters Score -694214.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -694516.562500 Penalty: 1799.638306
	Iteration 3F: 3 clusters Score -694516.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -694893.437500 Penalty: 1799.638306
	Iteration 4F: 3 clusters Score -694893.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -695290.687500 Penalty: 1799.638306
	Iteration 5F: 3 clusters Score -695290.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -695759.312500 Penalty: 1799.638306
	Iteration 6F: 3 clusters Score -695759.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -696278.687500 Penalty: 1799.638306
	Iteration 7F: 3 clusters Score -696278.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -696798.625000 Penalty: 1799.638306
	Iteration 8F: 3 clusters Score -696798.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -697293.500000 Penalty: 1799.638306
	Iteration 9Q: 3 clusters Score -697293.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -697727.937500 Penalty: 1799.638306
	Iteration 10Q: 3 clusters Score -697727.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -698061.000000 Penalty: 1799.638306
	Iteration 11Q: 3 clusters Score -698061 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -698265.562500 Penalty: 1799.638306
	Iteration 12Q: 3 clusters Score -698265.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -698378.875000 Penalty: 1799.638306
	Iteration 13Q: 3 clusters Score -698378.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -698457.312500 Penalty: 1799.638306
	Iteration 14Q: 3 clusters Score -698457.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -698506.687500 Penalty: 1799.638306
	Iteration 15Q: 3 clusters Score -698506.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -698535.250000 Penalty: 1799.638306
	Iteration 16Q: 3 clusters Score -698535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -698540.437500 Penalty: 1799.638306
	Iteration 17Q: 3 clusters Score -698540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -698542.687500 Penalty: 1799.638306
	Iteration 18Q: 3 clusters Score -698542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -698548.937500 Penalty: 1799.638306
	Iteration 19Q: 3 clusters Score -698548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -698557.375000 Penalty: 1799.638306
	Iteration 20F: 3 clusters Score -698557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -698563.375000 Penalty: 1799.638306
	Iteration 21Q: 3 clusters Score -698563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -698566.500000 Penalty: 1799.638306
	Iteration 22Q: 3 clusters Score -698566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -698568.625000 Penalty: 1799.638306
	Iteration 23Q: 3 clusters Score -698568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -698569.500000 Penalty: 1799.638306
	Iteration 24Q: 3 clusters Score -698569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -698568.687500 Penalty: 1799.638306
	Iteration 25Q: 3 clusters Score -698568.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -698568.687500 Penalty: 1799.638306
	Iteration 26F: 3 clusters Score -698568.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Entering Unmasked Estep 
Score: -349212.343750 Penalty: 834.218567
	Iteration 0F: 2 clusters Score -349212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -344666.062500 Penalty: 1668.437134
	Iteration 0F: 3 clusters Score -344666.1 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -346245.968750 Penalty: 1668.437134
	Iteration 1F: 3 clusters Score -346246 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -346459.812500 Penalty: 1668.437134
	Iteration 2F: 3 clusters Score -346459.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -346689.812500 Penalty: 1668.437134
	Iteration 3F: 3 clusters Score -346689.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -346936.500000 Penalty: 1668.437134
	Iteration 4F: 3 clusters Score -346936.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -347207.437500 Penalty: 1668.437134
	Iteration 5F: 3 clusters Score -347207.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -347492.031250 Penalty: 1668.437134
	Iteration 6F: 3 clusters Score -347492 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -347725.312500 Penalty: 1668.437134
	Iteration 7F: 3 clusters Score -347725.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -347872.687500 Penalty: 1668.437134
	Iteration 8Q: 3 clusters Score -347872.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -347995.250000 Penalty: 1668.437134
	Iteration 9Q: 3 clusters Score -347995.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -348093.906250 Penalty: 1668.437134
	Iteration 10Q: 3 clusters Score -348093.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -348170.937500 Penalty: 1668.437134
	Iteration 11Q: 3 clusters Score -348170.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -348227.750000 Penalty: 1668.437134
	Iteration 12Q: 3 clusters Score -348227.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -348275.500000 Penalty: 1668.437134
	Iteration 13Q: 3 clusters Score -348275.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -348319.562500 Penalty: 1668.437134
	Iteration 14Q: 3 clusters Score -348319.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -348343.375000 Penalty: 1668.437134
	Iteration 15Q: 3 clusters Score -348343.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -348356.812500 Penalty: 1668.437134
	Iteration 16Q: 3 clusters Score -348356.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -348370.968750 Penalty: 1668.437134
	Iteration 17Q: 3 clusters Score -348371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -348384.906250 Penalty: 1668.437134
	Iteration 18Q: 3 clusters Score -348384.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -348399.343750 Penalty: 1668.437134
	Iteration 19Q: 3 clusters Score -348399.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -348412.250000 Penalty: 1668.437134
	Iteration 20F: 3 clusters Score -348412.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -348423.750000 Penalty: 1668.437134
	Iteration 21Q: 3 clusters Score -348423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -348432.687500 Penalty: 1668.437134
	Iteration 22Q: 3 clusters Score -348432.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -348439.593750 Penalty: 1668.437134
	Iteration 23Q: 3 clusters Score -348439.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -348446.187500 Penalty: 1668.437134
	Iteration 24Q: 3 clusters Score -348446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -348450.500000 Penalty: 1668.437134
	Iteration 25Q: 3 clusters Score -348450.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -348455.937500 Penalty: 1668.437134
	Iteration 26Q: 3 clusters Score -348455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -348462.125000 Penalty: 1668.437134
	Iteration 27Q: 3 clusters Score -348462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -348464.593750 Penalty: 1668.437134
	Iteration 28Q: 3 clusters Score -348464.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -348465.187500 Penalty: 1668.437134
	Iteration 29Q: 3 clusters Score -348465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -348467.125000 Penalty: 1668.437134
	Iteration 30Q: 3 clusters Score -348467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -348469.000000 Penalty: 1668.437134
	Iteration 31Q: 3 clusters Score -348469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -348472.656250 Penalty: 1668.437134
	Iteration 32Q: 3 clusters Score -348472.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -348474.312500 Penalty: 1668.437134
	Iteration 33Q: 3 clusters Score -348474.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -348477.250000 Penalty: 1668.437134
	Iteration 34Q: 3 clusters Score -348477.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -348483.656250 Penalty: 1668.437134
	Iteration 35Q: 3 clusters Score -348483.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -348488.937500 Penalty: 1668.437134
	Iteration 36Q: 3 clusters Score -348488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -348494.875000 Penalty: 1668.437134
	Iteration 37Q: 3 clusters Score -348494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -348497.781250 Penalty: 1668.437134
	Iteration 38Q: 3 clusters Score -348497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -348498.093750 Penalty: 1668.437134
	Iteration 39Q: 3 clusters Score -348498.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -348498.093750 Penalty: 1668.437134
	Iteration 40F: 3 clusters Score -348498.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -414155.656250 Penalty: 843.483765
	Iteration 0F: 2 clusters Score -414155.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -409173.125000 Penalty: 1686.967529
	Iteration 0F: 3 clusters Score -409173.1 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -410784.250000 Penalty: 1686.967529
	Iteration 1F: 3 clusters Score -410784.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -410943.187500 Penalty: 1686.967529
	Iteration 2F: 3 clusters Score -410943.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -411086.406250 Penalty: 1686.967529
	Iteration 3Q: 3 clusters Score -411086.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -411239.093750 Penalty: 1686.967529
	Iteration 4Q: 3 clusters Score -411239.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -411454.562500 Penalty: 1686.967529
	Iteration 5F: 3 clusters Score -411454.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -411786.343750 Penalty: 1686.967529
	Iteration 6F: 3 clusters Score -411786.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -412211.968750 Penalty: 1686.967529
	Iteration 7F: 3 clusters Score -412212 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -412567.406250 Penalty: 1686.967529
	Iteration 8F: 3 clusters Score -412567.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -412794.000000 Penalty: 1686.967529
	Iteration 9Q: 3 clusters Score -412794 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -412956.125000 Penalty: 1686.967529
	Iteration 10Q: 3 clusters Score -412956.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -413066.812500 Penalty: 1686.967529
	Iteration 11Q: 3 clusters Score -413066.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -413130.906250 Penalty: 1686.967529
	Iteration 12Q: 3 clusters Score -413130.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -413170.468750 Penalty: 1686.967529
	Iteration 13Q: 3 clusters Score -413170.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -413197.031250 Penalty: 1686.967529
	Iteration 14Q: 3 clusters Score -413197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -413221.750000 Penalty: 1686.967529
	Iteration 15Q: 3 clusters Score -413221.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -413248.093750 Penalty: 1686.967529
	Iteration 16Q: 3 clusters Score -413248.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -413273.968750 Penalty: 1686.967529
	Iteration 17Q: 3 clusters Score -413274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -413294.812500 Penalty: 1686.967529
	Iteration 18Q: 3 clusters Score -413294.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -413311.218750 Penalty: 1686.967529
	Iteration 19Q: 3 clusters Score -413311.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -413319.156250 Penalty: 1686.967529
	Iteration 20F: 3 clusters Score -413319.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -413330.781250 Penalty: 1686.967529
	Iteration 21Q: 3 clusters Score -413330.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -413349.812500 Penalty: 1686.967529
	Iteration 22Q: 3 clusters Score -413349.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -413369.593750 Penalty: 1686.967529
	Iteration 23Q: 3 clusters Score -413369.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -413387.031250 Penalty: 1686.967529
	Iteration 24Q: 3 clusters Score -413387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -413405.281250 Penalty: 1686.967529
	Iteration 25Q: 3 clusters Score -413405.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -413417.812500 Penalty: 1686.967529
	Iteration 26Q: 3 clusters Score -413417.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -413424.218750 Penalty: 1686.967529
	Iteration 27Q: 3 clusters Score -413424.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -413430.531250 Penalty: 1686.967529
	Iteration 28Q: 3 clusters Score -413430.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -413434.343750 Penalty: 1686.967529
	Iteration 29Q: 3 clusters Score -413434.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -413436.093750 Penalty: 1686.967529
	Iteration 30Q: 3 clusters Score -413436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -413438.500000 Penalty: 1686.967529
	Iteration 31Q: 3 clusters Score -413438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -413439.750000 Penalty: 1686.967529
	Iteration 32Q: 3 clusters Score -413439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -413442.468750 Penalty: 1686.967529
	Iteration 33Q: 3 clusters Score -413442.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -413443.593750 Penalty: 1686.967529
	Iteration 34Q: 3 clusters Score -413443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -413443.625000 Penalty: 1686.967529
	Iteration 35Q: 3 clusters Score -413443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -413444.562500 Penalty: 1686.967529
	Iteration 36Q: 3 clusters Score -413444.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -413445.656250 Penalty: 1686.967529
	Iteration 37Q: 3 clusters Score -413445.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -413446.531250 Penalty: 1686.967529
	Iteration 38Q: 3 clusters Score -413446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -413447.281250 Penalty: 1686.967529
	Iteration 39Q: 3 clusters Score -413447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -413448.125000 Penalty: 1686.967529
	Iteration 40F: 3 clusters Score -413448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -413449.625000 Penalty: 1686.967529
	Iteration 41Q: 3 clusters Score -413449.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -413450.468750 Penalty: 1686.967529
	Iteration 42Q: 3 clusters Score -413450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -413451.218750 Penalty: 1686.967529
	Iteration 43Q: 3 clusters Score -413451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -413453.437500 Penalty: 1686.967529
	Iteration 44Q: 3 clusters Score -413453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -413455.375000 Penalty: 1686.967529
	Iteration 45Q: 3 clusters Score -413455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -413456.812500 Penalty: 1686.967529
	Iteration 46Q: 3 clusters Score -413456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -413457.343750 Penalty: 1686.967529
	Iteration 47Q: 3 clusters Score -413457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -413458.375000 Penalty: 1686.967529
	Iteration 48Q: 3 clusters Score -413458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -413458.656250 Penalty: 1686.967529
	Iteration 49Q: 3 clusters Score -413458.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -413457.968750 Penalty: 1686.967529
	Iteration 50Q: 3 clusters Score -413458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -413459.125000 Penalty: 1686.967529
	Iteration 51Q: 3 clusters Score -413459.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -413458.562500 Penalty: 1686.967529
	Iteration 52Q: 3 clusters Score -413458.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -413458.562500 Penalty: 1686.967529
	Iteration 53F: 3 clusters Score -413458.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Entering Unmasked Estep 
Score: -1467061.250000 Penalty: 977.966125
	Iteration 0F: 2 clusters Score -1467061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1447303.000000 Penalty: 1955.932251
	Iteration 0F: 3 clusters Score -1447303 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1455175.000000 Penalty: 1955.932251
	Iteration 1F: 3 clusters Score -1455175 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1455642.125000 Penalty: 1955.932251
	Iteration 2Q: 3 clusters Score -1455642 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1456342.625000 Penalty: 1955.932251
	Iteration 3F: 3 clusters Score -1456343 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1457403.500000 Penalty: 1955.932251
	Iteration 4F: 3 clusters Score -1457404 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1458977.500000 Penalty: 1955.932251
	Iteration 5F: 3 clusters Score -1458978 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -1460912.500000 Penalty: 1955.932251
	Iteration 6F: 3 clusters Score -1460912 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -1462759.625000 Penalty: 1955.932251
	Iteration 7F: 3 clusters Score -1462760 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -1464147.125000 Penalty: 1955.932251
	Iteration 8F: 3 clusters Score -1464147 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -1465093.375000 Penalty: 1955.932251
	Iteration 9Q: 3 clusters Score -1465093 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -1465691.500000 Penalty: 1955.932251
	Iteration 10Q: 3 clusters Score -1465692 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -1465990.625000 Penalty: 1955.932251
	Iteration 11Q: 3 clusters Score -1465991 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -1466136.625000 Penalty: 1955.932251
	Iteration 12Q: 3 clusters Score -1466137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -1466220.375000 Penalty: 1955.932251
	Iteration 13Q: 3 clusters Score -1466220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -1466246.750000 Penalty: 1955.932251
	Iteration 14Q: 3 clusters Score -1466247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -1466265.625000 Penalty: 1955.932251
	Iteration 15Q: 3 clusters Score -1466266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -1466280.250000 Penalty: 1955.932251
	Iteration 16Q: 3 clusters Score -1466280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -1466297.125000 Penalty: 1955.932251
	Iteration 17Q: 3 clusters Score -1466297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -1466313.125000 Penalty: 1955.932251
	Iteration 18Q: 3 clusters Score -1466313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -1466320.875000 Penalty: 1955.932251
	Iteration 19Q: 3 clusters Score -1466321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -1466326.250000 Penalty: 1955.932251
	Iteration 20F: 3 clusters Score -1466326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -1466330.500000 Penalty: 1955.932251
	Iteration 21Q: 3 clusters Score -1466330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -1466333.625000 Penalty: 1955.932251
	Iteration 22Q: 3 clusters Score -1466334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -1466339.500000 Penalty: 1955.932251
	Iteration 23Q: 3 clusters Score -1466340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -1466342.375000 Penalty: 1955.932251
	Iteration 24Q: 3 clusters Score -1466342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -1466342.750000 Penalty: 1955.932251
	Iteration 25Q: 3 clusters Score -1466343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -1466344.750000 Penalty: 1955.932251
	Iteration 26Q: 3 clusters Score -1466345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -1466345.625000 Penalty: 1955.932251
	Iteration 27Q: 3 clusters Score -1466346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -1466345.750000 Penalty: 1955.932251
	Iteration 28Q: 3 clusters Score -1466346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -1466346.250000 Penalty: 1955.932251
	Iteration 29Q: 3 clusters Score -1466346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -1466347.500000 Penalty: 1955.932251
	Iteration 30Q: 3 clusters Score -1466348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -1466348.125000 Penalty: 1955.932251
	Iteration 31Q: 3 clusters Score -1466348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -1466348.125000 Penalty: 1955.932251
	Iteration 32F: 3 clusters Score -1466348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -115148.703125 Penalty: 737.203857
	Iteration 0F: 2 clusters Score -115148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -113257.812500 Penalty: 1474.407715
	Iteration 0F: 3 clusters Score -113257.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -113801.250000 Penalty: 1474.407715
	Iteration 1F: 3 clusters Score -113801.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -113891.906250 Penalty: 1474.407715
	Iteration 2F: 3 clusters Score -113891.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113949.953125 Penalty: 1474.407715
	Iteration 3Q: 3 clusters Score -113950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -113991.218750 Penalty: 1474.407715
	Iteration 4Q: 3 clusters Score -113991.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114025.054688 Penalty: 1474.407715
	Iteration 5Q: 3 clusters Score -114025.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -114054.859375 Penalty: 1474.407715
	Iteration 6Q: 3 clusters Score -114054.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -114088.171875 Penalty: 1474.407715
	Iteration 7Q: 3 clusters Score -114088.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -114127.093750 Penalty: 1474.407715
	Iteration 8Q: 3 clusters Score -114127.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -114173.593750 Penalty: 1474.407715
	Iteration 9Q: 3 clusters Score -114173.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -114228.687500 Penalty: 1474.407715
	Iteration 10Q: 3 clusters Score -114228.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -114290.195312 Penalty: 1474.407715
	Iteration 11Q: 3 clusters Score -114290.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114366.710938 Penalty: 1474.407715
	Iteration 12Q: 3 clusters Score -114366.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -114457.765625 Penalty: 1474.407715
	Iteration 13Q: 3 clusters Score -114457.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -114545.101562 Penalty: 1474.407715
	Iteration 14Q: 3 clusters Score -114545.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -114591.093750 Penalty: 1474.407715
	Iteration 15Q: 3 clusters Score -114591.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -114629.726562 Penalty: 1474.407715
	Iteration 16Q: 3 clusters Score -114629.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -114647.250000 Penalty: 1474.407715
	Iteration 17Q: 3 clusters Score -114647.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -114665.023438 Penalty: 1474.407715
	Iteration 18Q: 3 clusters Score -114665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -114667.867188 Penalty: 1474.407715
	Iteration 19Q: 3 clusters Score -114667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -114688.101562 Penalty: 1474.407715
	Iteration 20F: 3 clusters Score -114688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -114706.781250 Penalty: 1474.407715
	Iteration 21Q: 3 clusters Score -114706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -114713.250000 Penalty: 1474.407715
	Iteration 22Q: 3 clusters Score -114713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -114719.015625 Penalty: 1474.407715
	Iteration 23Q: 3 clusters Score -114719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -114721.210938 Penalty: 1474.407715
	Iteration 24Q: 3 clusters Score -114721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -114726.984375 Penalty: 1474.407715
	Iteration 25Q: 3 clusters Score -114727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -114731.921875 Penalty: 1474.407715
	Iteration 26Q: 3 clusters Score -114731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -114736.851562 Penalty: 1474.407715
	Iteration 27Q: 3 clusters Score -114736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -114740.007812 Penalty: 1474.407715
	Iteration 28Q: 3 clusters Score -114740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -114740.953125 Penalty: 1474.407715
	Iteration 29Q: 3 clusters Score -114741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -114740.953125 Penalty: 1474.407715
	Iteration 30F: 3 clusters Score -114741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Entering Unmasked Estep 
Score: -990639.500000 Penalty: 930.864319
	Iteration 0F: 2 clusters Score -990639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -978511.187500 Penalty: 1861.728638
	Iteration 0F: 3 clusters Score -978511.2 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -983238.375000 Penalty: 1861.728638
	Iteration 1F: 3 clusters Score -983238.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -983462.562500 Penalty: 1861.728638
	Iteration 2Q: 3 clusters Score -983462.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -983686.187500 Penalty: 1861.728638
	Iteration 3Q: 3 clusters Score -983686.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -983912.000000 Penalty: 1861.728638
	Iteration 4Q: 3 clusters Score -983912 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -984183.750000 Penalty: 1861.728638
	Iteration 5Q: 3 clusters Score -984183.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -984507.187500 Penalty: 1861.728638
	Iteration 6Q: 3 clusters Score -984507.2 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -984892.625000 Penalty: 1861.728638
	Iteration 7Q: 3 clusters Score -984892.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -985332.187500 Penalty: 1861.728638
	Iteration 8Q: 3 clusters Score -985332.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -985846.500000 Penalty: 1861.728638
	Iteration 9Q: 3 clusters Score -985846.5 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -986377.062500 Penalty: 1861.728638
	Iteration 10Q: 3 clusters Score -986377.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -986835.062500 Penalty: 1861.728638
	Iteration 11Q: 3 clusters Score -986835.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -987239.125000 Penalty: 1861.728638
	Iteration 12Q: 3 clusters Score -987239.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -987595.250000 Penalty: 1861.728638
	Iteration 13Q: 3 clusters Score -987595.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -987887.812500 Penalty: 1861.728638
	Iteration 14Q: 3 clusters Score -987887.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -988169.187500 Penalty: 1861.728638
	Iteration 15Q: 3 clusters Score -988169.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -988484.250000 Penalty: 1861.728638
	Iteration 16Q: 3 clusters Score -988484.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -988837.687500 Penalty: 1861.728638
	Iteration 17Q: 3 clusters Score -988837.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -989181.125000 Penalty: 1861.728638
	Iteration 18Q: 3 clusters Score -989181.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -989476.625000 Penalty: 1861.728638
	Iteration 19Q: 3 clusters Score -989476.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -989727.187500 Penalty: 1861.728638
	Iteration 20F: 3 clusters Score -989727.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -989918.687500 Penalty: 1861.728638
	Iteration 21Q: 3 clusters Score -989918.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -990083.750000 Penalty: 1861.728638
	Iteration 22Q: 3 clusters Score -990083.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -990223.625000 Penalty: 1861.728638
	Iteration 23Q: 3 clusters Score -990223.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -990328.312500 Penalty: 1861.728638
	Iteration 24Q: 3 clusters Score -990328.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -990377.437500 Penalty: 1861.728638
	Iteration 25Q: 3 clusters Score -990377.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -990412.125000 Penalty: 1861.728638
	Iteration 26Q: 3 clusters Score -990412.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -990430.187500 Penalty: 1861.728638
	Iteration 27Q: 3 clusters Score -990430.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -990442.312500 Penalty: 1861.728638
	Iteration 28Q: 3 clusters Score -990442.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -990449.500000 Penalty: 1861.728638
	Iteration 29Q: 3 clusters Score -990449.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -990458.875000 Penalty: 1861.728638
	Iteration 30Q: 3 clusters Score -990458.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -990469.750000 Penalty: 1861.728638
	Iteration 31Q: 3 clusters Score -990469.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -990473.812500 Penalty: 1861.728638
	Iteration 32Q: 3 clusters Score -990473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -990480.625000 Penalty: 1861.728638
	Iteration 33Q: 3 clusters Score -990480.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -990483.437500 Penalty: 1861.728638
	Iteration 34Q: 3 clusters Score -990483.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -990486.750000 Penalty: 1861.728638
	Iteration 35Q: 3 clusters Score -990486.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -990488.500000 Penalty: 1861.728638
	Iteration 36Q: 3 clusters Score -990488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -990491.187500 Penalty: 1861.728638
	Iteration 37Q: 3 clusters Score -990491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -990492.625000 Penalty: 1861.728638
	Iteration 38Q: 3 clusters Score -990492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -990494.250000 Penalty: 1861.728638
	Iteration 39Q: 3 clusters Score -990494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -990500.000000 Penalty: 1861.728638
	Iteration 40F: 3 clusters Score -990500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -990498.937500 Penalty: 1861.728638
	Iteration 41Q: 3 clusters Score -990498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -990499.875000 Penalty: 1861.728638
	Iteration 42Q: 3 clusters Score -990499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -990499.875000 Penalty: 1861.728638
	Iteration 43F: 3 clusters Score -990499.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -125546.093750 Penalty: 739.524963
	Iteration 0F: 2 clusters Score -125546.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -123605.773438 Penalty: 1479.049927
	Iteration 0F: 3 clusters Score -123605.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -124206.257812 Penalty: 1479.049927
	Iteration 1F: 3 clusters Score -124206.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -124319.062500 Penalty: 1479.049927
	Iteration 2F: 3 clusters Score -124319.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -124411.898438 Penalty: 1479.049927
	Iteration 3F: 3 clusters Score -124411.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -124507.070312 Penalty: 1479.049927
	Iteration 4F: 3 clusters Score -124507.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -124593.312500 Penalty: 1479.049927
	Iteration 5Q: 3 clusters Score -124593.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -124685.078125 Penalty: 1479.049927
	Iteration 6F: 3 clusters Score -124685.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -124779.921875 Penalty: 1479.049927
	Iteration 7Q: 3 clusters Score -124779.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -124861.953125 Penalty: 1479.049927
	Iteration 8Q: 3 clusters Score -124862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -124919.382812 Penalty: 1479.049927
	Iteration 9Q: 3 clusters Score -124919.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -124968.554688 Penalty: 1479.049927
	Iteration 10Q: 3 clusters Score -124968.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -125006.898438 Penalty: 1479.049927
	Iteration 11Q: 3 clusters Score -125006.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -125043.054688 Penalty: 1479.049927
	Iteration 12Q: 3 clusters Score -125043.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -125072.390625 Penalty: 1479.049927
	Iteration 13Q: 3 clusters Score -125072.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -125108.585938 Penalty: 1479.049927
	Iteration 14Q: 3 clusters Score -125108.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -125151.046875 Penalty: 1479.049927
	Iteration 15Q: 3 clusters Score -125151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -125193.125000 Penalty: 1479.049927
	Iteration 16Q: 3 clusters Score -125193.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -125222.765625 Penalty: 1479.049927
	Iteration 17Q: 3 clusters Score -125222.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -125245.546875 Penalty: 1479.049927
	Iteration 18Q: 3 clusters Score -125245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -125261.015625 Penalty: 1479.049927
	Iteration 19Q: 3 clusters Score -125261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -125266.898438 Penalty: 1479.049927
	Iteration 20F: 3 clusters Score -125266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -125271.976562 Penalty: 1479.049927
	Iteration 21Q: 3 clusters Score -125272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -125275.164062 Penalty: 1479.049927
	Iteration 22Q: 3 clusters Score -125275.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -125281.179688 Penalty: 1479.049927
	Iteration 23Q: 3 clusters Score -125281.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -125287.804688 Penalty: 1479.049927
	Iteration 24Q: 3 clusters Score -125287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -125295.218750 Penalty: 1479.049927
	Iteration 25Q: 3 clusters Score -125295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -125303.500000 Penalty: 1479.049927
	Iteration 26Q: 3 clusters Score -125303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -125307.750000 Penalty: 1479.049927
	Iteration 27Q: 3 clusters Score -125307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -125308.968750 Penalty: 1479.049927
	Iteration 28Q: 3 clusters Score -125309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -125310.000000 Penalty: 1479.049927
	Iteration 29Q: 3 clusters Score -125310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -125310.000000 Penalty: 1479.049927
	Iteration 30F: 3 clusters Score -125310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -365618.281250 Penalty: 841.760925
	Iteration 0F: 2 clusters Score -365618.3 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 3537 members 
Entering Unmasked Estep 
Score: -360638.718750 Penalty: 1683.521851
	Iteration 0F: 3 clusters Score -360638.7 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -362333.843750 Penalty: 1683.521851
	Iteration 1F: 3 clusters Score -362333.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -362486.656250 Penalty: 1683.521851
	Iteration 2F: 3 clusters Score -362486.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -362640.125000 Penalty: 1683.521851
	Iteration 3Q: 3 clusters Score -362640.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -362795.218750 Penalty: 1683.521851
	Iteration 4Q: 3 clusters Score -362795.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -362937.312500 Penalty: 1683.521851
	Iteration 5Q: 3 clusters Score -362937.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -363093.937500 Penalty: 1683.521851
	Iteration 6Q: 3 clusters Score -363093.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -363288.875000 Penalty: 1683.521851
	Iteration 7Q: 3 clusters Score -363288.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -363508.468750 Penalty: 1683.521851
	Iteration 8Q: 3 clusters Score -363508.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -363739.156250 Penalty: 1683.521851
	Iteration 9Q: 3 clusters Score -363739.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -363924.218750 Penalty: 1683.521851
	Iteration 10Q: 3 clusters Score -363924.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -364116.812500 Penalty: 1683.521851
	Iteration 11Q: 3 clusters Score -364116.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -364286.406250 Penalty: 1683.521851
	Iteration 12Q: 3 clusters Score -364286.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -364409.562500 Penalty: 1683.521851
	Iteration 13Q: 3 clusters Score -364409.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -364513.218750 Penalty: 1683.521851
	Iteration 14Q: 3 clusters Score -364513.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -364594.406250 Penalty: 1683.521851
	Iteration 15Q: 3 clusters Score -364594.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -364684.437500 Penalty: 1683.521851
	Iteration 16Q: 3 clusters Score -364684.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -364772.593750 Penalty: 1683.521851
	Iteration 17Q: 3 clusters Score -364772.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -364832.375000 Penalty: 1683.521851
	Iteration 18Q: 3 clusters Score -364832.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -364869.375000 Penalty: 1683.521851
	Iteration 19Q: 3 clusters Score -364869.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -364897.562500 Penalty: 1683.521851
	Iteration 20F: 3 clusters Score -364897.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -364921.875000 Penalty: 1683.521851
	Iteration 21Q: 3 clusters Score -364921.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -364936.875000 Penalty: 1683.521851
	Iteration 22Q: 3 clusters Score -364936.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -364951.937500 Penalty: 1683.521851
	Iteration 23Q: 3 clusters Score -364951.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -364966.812500 Penalty: 1683.521851
	Iteration 24Q: 3 clusters Score -364966.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -364978.093750 Penalty: 1683.521851
	Iteration 25Q: 3 clusters Score -364978.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -364985.250000 Penalty: 1683.521851
	Iteration 26Q: 3 clusters Score -364985.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -364989.156250 Penalty: 1683.521851
	Iteration 27Q: 3 clusters Score -364989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -364992.250000 Penalty: 1683.521851
	Iteration 28Q: 3 clusters Score -364992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -364994.187500 Penalty: 1683.521851
	Iteration 29Q: 3 clusters Score -364994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -364994.968750 Penalty: 1683.521851
	Iteration 30Q: 3 clusters Score -364995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -364994.906250 Penalty: 1683.521851
	Iteration 31Q: 3 clusters Score -364994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -364994.906250 Penalty: 1683.521851
	Iteration 32F: 3 clusters Score -364994.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Entering Unmasked Estep 
Score: -1364848.875000 Penalty: 963.478088
	Iteration 0F: 2 clusters Score -1364849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1347802.875000 Penalty: 1926.956177
	Iteration 0F: 3 clusters Score -1347803 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1355319.875000 Penalty: 1926.956177
	Iteration 1F: 3 clusters Score -1355320 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1356444.625000 Penalty: 1926.956177
	Iteration 2F: 3 clusters Score -1356445 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1357839.750000 Penalty: 1926.956177
	Iteration 3F: 3 clusters Score -1357840 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1359327.625000 Penalty: 1926.956177
	Iteration 4F: 3 clusters Score -1359328 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -1360690.250000 Penalty: 1926.956177
	Iteration 5F: 3 clusters Score -1360690 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -1361817.000000 Penalty: 1926.956177
	Iteration 6F: 3 clusters Score -1361817 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -1362673.500000 Penalty: 1926.956177
	Iteration 7Q: 3 clusters Score -1362674 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -1363297.000000 Penalty: 1926.956177
	Iteration 8Q: 3 clusters Score -1363297 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -1363650.000000 Penalty: 1926.956177
	Iteration 9Q: 3 clusters Score -1363650 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -1363842.000000 Penalty: 1926.956177
	Iteration 10Q: 3 clusters Score -1363842 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -1363931.875000 Penalty: 1926.956177
	Iteration 11Q: 3 clusters Score -1363932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -1363966.750000 Penalty: 1926.956177
	Iteration 12Q: 3 clusters Score -1363967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -1363989.250000 Penalty: 1926.956177
	Iteration 13Q: 3 clusters Score -1363989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -1364007.875000 Penalty: 1926.956177
	Iteration 14Q: 3 clusters Score -1364008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -1364014.875000 Penalty: 1926.956177
	Iteration 15Q: 3 clusters Score -1364015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -1364021.625000 Penalty: 1926.956177
	Iteration 16Q: 3 clusters Score -1364022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -1364026.750000 Penalty: 1926.956177
	Iteration 17Q: 3 clusters Score -1364027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -1364028.125000 Penalty: 1926.956177
	Iteration 18Q: 3 clusters Score -1364028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -1364028.125000 Penalty: 1926.956177
	Iteration 19F: 3 clusters Score -1364028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Entering Unmasked Estep 
Score: -1421526.000000 Penalty: 952.311646
	Iteration 0F: 2 clusters Score -1421526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1406292.875000 Penalty: 1904.623291
	Iteration 0F: 3 clusters Score -1406293 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1412211.875000 Penalty: 1904.623291
	Iteration 1F: 3 clusters Score -1412212 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1412528.125000 Penalty: 1904.623291
	Iteration 2Q: 3 clusters Score -1412528 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1412943.500000 Penalty: 1904.623291
	Iteration 3Q: 3 clusters Score -1412944 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1413516.875000 Penalty: 1904.623291
	Iteration 4F: 3 clusters Score -1413517 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1414462.125000 Penalty: 1904.623291
	Iteration 5F: 3 clusters Score -1414462 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1415792.000000 Penalty: 1904.623291
	Iteration 6F: 3 clusters Score -1415792 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1417158.250000 Penalty: 1904.623291
	Iteration 7F: 3 clusters Score -1417158 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -1418210.125000 Penalty: 1904.623291
	Iteration 8F: 3 clusters Score -1418210 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1418832.625000 Penalty: 1904.623291
	Iteration 9Q: 3 clusters Score -1418833 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1419161.625000 Penalty: 1904.623291
	Iteration 10Q: 3 clusters Score -1419162 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -1419380.375000 Penalty: 1904.623291
	Iteration 11Q: 3 clusters Score -1419380 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -1419599.875000 Penalty: 1904.623291
	Iteration 12Q: 3 clusters Score -1419600 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -1419789.375000 Penalty: 1904.623291
	Iteration 13Q: 3 clusters Score -1419789 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -1419936.000000 Penalty: 1904.623291
	Iteration 14Q: 3 clusters Score -1419936 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -1420076.750000 Penalty: 1904.623291
	Iteration 15Q: 3 clusters Score -1420077 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -1420195.750000 Penalty: 1904.623291
	Iteration 16Q: 3 clusters Score -1420196 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -1420304.625000 Penalty: 1904.623291
	Iteration 17Q: 3 clusters Score -1420305 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -1420373.875000 Penalty: 1904.623291
	Iteration 18Q: 3 clusters Score -1420374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -1420430.625000 Penalty: 1904.623291
	Iteration 19Q: 3 clusters Score -1420431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -1420477.625000 Penalty: 1904.623291
	Iteration 20F: 3 clusters Score -1420478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -1420527.250000 Penalty: 1904.623291
	Iteration 21Q: 3 clusters Score -1420527 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -1420569.875000 Penalty: 1904.623291
	Iteration 22Q: 3 clusters Score -1420570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -1420610.500000 Penalty: 1904.623291
	Iteration 23Q: 3 clusters Score -1420610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -1420632.000000 Penalty: 1904.623291
	Iteration 24Q: 3 clusters Score -1420632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -1420646.250000 Penalty: 1904.623291
	Iteration 25Q: 3 clusters Score -1420646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -1420661.750000 Penalty: 1904.623291
	Iteration 26Q: 3 clusters Score -1420662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -1420672.750000 Penalty: 1904.623291
	Iteration 27Q: 3 clusters Score -1420673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1420684.750000 Penalty: 1904.623291
	Iteration 28Q: 3 clusters Score -1420685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -1420690.500000 Penalty: 1904.623291
	Iteration 29Q: 3 clusters Score -1420690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -1420698.125000 Penalty: 1904.623291
	Iteration 30Q: 3 clusters Score -1420698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -1420703.000000 Penalty: 1904.623291
	Iteration 31Q: 3 clusters Score -1420703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -1420709.500000 Penalty: 1904.623291
	Iteration 32Q: 3 clusters Score -1420710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -1420711.000000 Penalty: 1904.623291
	Iteration 33Q: 3 clusters Score -1420711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -1420713.875000 Penalty: 1904.623291
	Iteration 34Q: 3 clusters Score -1420714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -1420714.125000 Penalty: 1904.623291
	Iteration 35Q: 3 clusters Score -1420714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -1420717.625000 Penalty: 1904.623291
	Iteration 36Q: 3 clusters Score -1420718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -1420723.750000 Penalty: 1904.623291
	Iteration 37Q: 3 clusters Score -1420724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -1420728.625000 Penalty: 1904.623291
	Iteration 38Q: 3 clusters Score -1420729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1420733.250000 Penalty: 1904.623291
	Iteration 39Q: 3 clusters Score -1420733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -1420735.125000 Penalty: 1904.623291
	Iteration 40F: 3 clusters Score -1420735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -1420737.125000 Penalty: 1904.623291
	Iteration 41Q: 3 clusters Score -1420737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -1420739.000000 Penalty: 1904.623291
	Iteration 42Q: 3 clusters Score -1420739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -1420739.875000 Penalty: 1904.623291
	Iteration 43Q: 3 clusters Score -1420740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -1420742.125000 Penalty: 1904.623291
	Iteration 44Q: 3 clusters Score -1420742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -1420742.750000 Penalty: 1904.623291
	Iteration 45Q: 3 clusters Score -1420743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -1420742.750000 Penalty: 1904.623291
	Iteration 46F: 3 clusters Score -1420743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -366100.468750 Penalty: 851.183411
	Iteration 0F: 2 clusters Score -366100.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -360674.625000 Penalty: 1702.366821
	Iteration 0F: 3 clusters Score -360674.6 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -362493.375000 Penalty: 1702.366821
	Iteration 1F: 3 clusters Score -362493.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -362694.218750 Penalty: 1702.366821
	Iteration 2F: 3 clusters Score -362694.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -362905.031250 Penalty: 1702.366821
	Iteration 3F: 3 clusters Score -362905 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -363161.531250 Penalty: 1702.366821
	Iteration 4F: 3 clusters Score -363161.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -363524.875000 Penalty: 1702.366821
	Iteration 5F: 3 clusters Score -363524.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -363991.843750 Penalty: 1702.366821
	Iteration 6F: 3 clusters Score -363991.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -364487.687500 Penalty: 1702.366821
	Iteration 7F: 3 clusters Score -364487.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -364839.687500 Penalty: 1702.366821
	Iteration 8F: 3 clusters Score -364839.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -365145.687500 Penalty: 1702.366821
	Iteration 9Q: 3 clusters Score -365145.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -365354.000000 Penalty: 1702.366821
	Iteration 10Q: 3 clusters Score -365354 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -365485.687500 Penalty: 1702.366821
	Iteration 11Q: 3 clusters Score -365485.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -365563.906250 Penalty: 1702.366821
	Iteration 12Q: 3 clusters Score -365563.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -365620.687500 Penalty: 1702.366821
	Iteration 13Q: 3 clusters Score -365620.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -365659.125000 Penalty: 1702.366821
	Iteration 14Q: 3 clusters Score -365659.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -365690.375000 Penalty: 1702.366821
	Iteration 15Q: 3 clusters Score -365690.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -365717.843750 Penalty: 1702.366821
	Iteration 16Q: 3 clusters Score -365717.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -365748.375000 Penalty: 1702.366821
	Iteration 17Q: 3 clusters Score -365748.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -365766.562500 Penalty: 1702.366821
	Iteration 18Q: 3 clusters Score -365766.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -365776.437500 Penalty: 1702.366821
	Iteration 19Q: 3 clusters Score -365776.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -365789.218750 Penalty: 1702.366821
	Iteration 20F: 3 clusters Score -365789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -365796.218750 Penalty: 1702.366821
	Iteration 21Q: 3 clusters Score -365796.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -365799.281250 Penalty: 1702.366821
	Iteration 22Q: 3 clusters Score -365799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -365800.281250 Penalty: 1702.366821
	Iteration 23Q: 3 clusters Score -365800.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -365800.281250 Penalty: 1702.366821
	Iteration 24F: 3 clusters Score -365800.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Entering Unmasked Estep 
Score: -4233093.000000 Penalty: 1070.460815
	Iteration 0F: 2 clusters Score -4233093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -4180574.500000 Penalty: 2140.921631
	Iteration 0F: 3 clusters Score -4180574 nChanged 37738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -4202894.000000 Penalty: 2140.921631
	Iteration 1F: 3 clusters Score -4202894 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -4203815.000000 Penalty: 2140.921631
	Iteration 2Q: 3 clusters Score -4203815 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -4205263.500000 Penalty: 2140.921631
	Iteration 3Q: 3 clusters Score -4205264 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -4207756.500000 Penalty: 2140.921631
	Iteration 4F: 3 clusters Score -4207756 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -4211590.500000 Penalty: 2140.921631
	Iteration 5F: 3 clusters Score -4211590 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -4216855.500000 Penalty: 2140.921631
	Iteration 6F: 3 clusters Score -4216856 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -4222636.000000 Penalty: 2140.921631
	Iteration 7F: 3 clusters Score -4222636 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -4227227.500000 Penalty: 2140.921631
	Iteration 8F: 3 clusters Score -4227228 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -4230040.500000 Penalty: 2140.921631
	Iteration 9Q: 3 clusters Score -4230040 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -4231409.000000 Penalty: 2140.921631
	Iteration 10Q: 3 clusters Score -4231409 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -4232017.000000 Penalty: 2140.921631
	Iteration 11Q: 3 clusters Score -4232017 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -4232330.500000 Penalty: 2140.921631
	Iteration 12Q: 3 clusters Score -4232330 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -4232478.000000 Penalty: 2140.921631
	Iteration 13Q: 3 clusters Score -4232478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -4232572.000000 Penalty: 2140.921631
	Iteration 14Q: 3 clusters Score -4232572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -4232635.000000 Penalty: 2140.921631
	Iteration 15Q: 3 clusters Score -4232635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -4232679.000000 Penalty: 2140.921631
	Iteration 16Q: 3 clusters Score -4232679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -4232714.000000 Penalty: 2140.921631
	Iteration 17Q: 3 clusters Score -4232714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -4232734.000000 Penalty: 2140.921631
	Iteration 18Q: 3 clusters Score -4232734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -4232737.500000 Penalty: 2140.921631
	Iteration 19Q: 3 clusters Score -4232738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -4232743.000000 Penalty: 2140.921631
	Iteration 20F: 3 clusters Score -4232743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -4232750.500000 Penalty: 2140.921631
	Iteration 21Q: 3 clusters Score -4232750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -4232758.500000 Penalty: 2140.921631
	Iteration 22Q: 3 clusters Score -4232758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -4232759.000000 Penalty: 2140.921631
	Iteration 23Q: 3 clusters Score -4232759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -4232764.000000 Penalty: 2140.921631
	Iteration 24Q: 3 clusters Score -4232764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -4232766.500000 Penalty: 2140.921631
	Iteration 25Q: 3 clusters Score -4232766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -4232767.000000 Penalty: 2140.921631
	Iteration 26Q: 3 clusters Score -4232767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -4232765.500000 Penalty: 2140.921631
	Iteration 27Q: 3 clusters Score -4232766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -4232766.500000 Penalty: 2140.921631
	Iteration 28Q: 3 clusters Score -4232766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -4232767.500000 Penalty: 2140.921631
	Iteration 29Q: 3 clusters Score -4232768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -4232764.000000 Penalty: 2140.921631
	Iteration 30Q: 3 clusters Score -4232764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -4232766.500000 Penalty: 2140.921631
	Iteration 31Q: 3 clusters Score -4232766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -4232763.500000 Penalty: 2140.921631
	Iteration 32Q: 3 clusters Score -4232764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -4232764.500000 Penalty: 2140.921631
	Iteration 33Q: 3 clusters Score -4232764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -4232763.000000 Penalty: 2140.921631
	Iteration 34Q: 3 clusters Score -4232763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -4232761.000000 Penalty: 2140.921631
	Iteration 35Q: 3 clusters Score -4232761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -4232762.000000 Penalty: 2140.921631
	Iteration 36Q: 3 clusters Score -4232762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -4232762.000000 Penalty: 2140.921631
	Iteration 37Q: 3 clusters Score -4232762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -4232762.000000 Penalty: 2140.921631
	Iteration 38Q: 3 clusters Score -4232762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -4232762.500000 Penalty: 2140.921631
	Iteration 39Q: 3 clusters Score -4232762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -4232762.500000 Penalty: 2140.921631
	Iteration 40F: 3 clusters Score -4232762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Entering Unmasked Estep 
Score: -373614.062500 Penalty: 853.985352
	Iteration 0F: 2 clusters Score -373614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -368130.031250 Penalty: 1707.970703
	Iteration 0F: 3 clusters Score -368130 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -370446.718750 Penalty: 1707.970703
	Iteration 1F: 3 clusters Score -370446.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -371026.093750 Penalty: 1707.970703
	Iteration 2F: 3 clusters Score -371026.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -371539.312500 Penalty: 1707.970703
	Iteration 3F: 3 clusters Score -371539.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -371931.781250 Penalty: 1707.970703
	Iteration 4F: 3 clusters Score -371931.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -372174.687500 Penalty: 1707.970703
	Iteration 5Q: 3 clusters Score -372174.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -372334.875000 Penalty: 1707.970703
	Iteration 6Q: 3 clusters Score -372334.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -372451.343750 Penalty: 1707.970703
	Iteration 7Q: 3 clusters Score -372451.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -372540.500000 Penalty: 1707.970703
	Iteration 8Q: 3 clusters Score -372540.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -372625.281250 Penalty: 1707.970703
	Iteration 9Q: 3 clusters Score -372625.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -372692.062500 Penalty: 1707.970703
	Iteration 10Q: 3 clusters Score -372692.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -372740.375000 Penalty: 1707.970703
	Iteration 11Q: 3 clusters Score -372740.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -372778.375000 Penalty: 1707.970703
	Iteration 12Q: 3 clusters Score -372778.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -372812.406250 Penalty: 1707.970703
	Iteration 13Q: 3 clusters Score -372812.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -372839.687500 Penalty: 1707.970703
	Iteration 14Q: 3 clusters Score -372839.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -372856.750000 Penalty: 1707.970703
	Iteration 15Q: 3 clusters Score -372856.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -372871.250000 Penalty: 1707.970703
	Iteration 16Q: 3 clusters Score -372871.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -372883.031250 Penalty: 1707.970703
	Iteration 17Q: 3 clusters Score -372883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -372893.562500 Penalty: 1707.970703
	Iteration 18Q: 3 clusters Score -372893.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -372903.218750 Penalty: 1707.970703
	Iteration 19Q: 3 clusters Score -372903.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -372912.781250 Penalty: 1707.970703
	Iteration 20F: 3 clusters Score -372912.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -372921.781250 Penalty: 1707.970703
	Iteration 21Q: 3 clusters Score -372921.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -372932.125000 Penalty: 1707.970703
	Iteration 22Q: 3 clusters Score -372932.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -372940.625000 Penalty: 1707.970703
	Iteration 23Q: 3 clusters Score -372940.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -372949.125000 Penalty: 1707.970703
	Iteration 24Q: 3 clusters Score -372949.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -372954.468750 Penalty: 1707.970703
	Iteration 25Q: 3 clusters Score -372954.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -372963.031250 Penalty: 1707.970703
	Iteration 26Q: 3 clusters Score -372963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -372975.062500 Penalty: 1707.970703
	Iteration 27Q: 3 clusters Score -372975.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -372990.187500 Penalty: 1707.970703
	Iteration 28Q: 3 clusters Score -372990.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -373001.625000 Penalty: 1707.970703
	Iteration 29Q: 3 clusters Score -373001.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -373010.593750 Penalty: 1707.970703
	Iteration 30Q: 3 clusters Score -373010.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -373020.937500 Penalty: 1707.970703
	Iteration 31Q: 3 clusters Score -373020.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -373037.750000 Penalty: 1707.970703
	Iteration 32Q: 3 clusters Score -373037.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -373047.656250 Penalty: 1707.970703
	Iteration 33Q: 3 clusters Score -373047.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -373056.468750 Penalty: 1707.970703
	Iteration 34Q: 3 clusters Score -373056.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -373064.937500 Penalty: 1707.970703
	Iteration 35Q: 3 clusters Score -373064.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -373072.062500 Penalty: 1707.970703
	Iteration 36Q: 3 clusters Score -373072.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -373076.531250 Penalty: 1707.970703
	Iteration 37Q: 3 clusters Score -373076.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -373083.125000 Penalty: 1707.970703
	Iteration 38Q: 3 clusters Score -373083.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -373087.343750 Penalty: 1707.970703
	Iteration 39Q: 3 clusters Score -373087.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -373091.062500 Penalty: 1707.970703
	Iteration 40F: 3 clusters Score -373091.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -373093.218750 Penalty: 1707.970703
	Iteration 41Q: 3 clusters Score -373093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -373096.625000 Penalty: 1707.970703
	Iteration 42Q: 3 clusters Score -373096.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -373103.187500 Penalty: 1707.970703
	Iteration 43Q: 3 clusters Score -373103.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -373111.343750 Penalty: 1707.970703
	Iteration 44Q: 3 clusters Score -373111.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -373116.187500 Penalty: 1707.970703
	Iteration 45Q: 3 clusters Score -373116.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -373121.187500 Penalty: 1707.970703
	Iteration 46Q: 3 clusters Score -373121.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -373123.687500 Penalty: 1707.970703
	Iteration 47Q: 3 clusters Score -373123.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -373129.125000 Penalty: 1707.970703
	Iteration 48Q: 3 clusters Score -373129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -373133.531250 Penalty: 1707.970703
	Iteration 49Q: 3 clusters Score -373133.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -373137.406250 Penalty: 1707.970703
	Iteration 50Q: 3 clusters Score -373137.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -373140.312500 Penalty: 1707.970703
	Iteration 51Q: 3 clusters Score -373140.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -373143.781250 Penalty: 1707.970703
	Iteration 52Q: 3 clusters Score -373143.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -373149.750000 Penalty: 1707.970703
	Iteration 53Q: 3 clusters Score -373149.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -373156.437500 Penalty: 1707.970703
	Iteration 54Q: 3 clusters Score -373156.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -373160.000000 Penalty: 1707.970703
	Iteration 55Q: 3 clusters Score -373160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -373163.062500 Penalty: 1707.970703
	Iteration 56Q: 3 clusters Score -373163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -373163.437500 Penalty: 1707.970703
	Iteration 57Q: 3 clusters Score -373163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -373165.218750 Penalty: 1707.970703
	Iteration 58Q: 3 clusters Score -373165.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -373170.343750 Penalty: 1707.970703
	Iteration 59Q: 3 clusters Score -373170.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -373177.437500 Penalty: 1707.970703
	Iteration 60F: 3 clusters Score -373177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -373178.281250 Penalty: 1707.970703
	Iteration 61Q: 3 clusters Score -373178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -373180.281250 Penalty: 1707.970703
	Iteration 62Q: 3 clusters Score -373180.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -373181.093750 Penalty: 1707.970703
	Iteration 63Q: 3 clusters Score -373181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -373182.187500 Penalty: 1707.970703
	Iteration 64Q: 3 clusters Score -373182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -373182.031250 Penalty: 1707.970703
	Iteration 65Q: 3 clusters Score -373182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -373184.906250 Penalty: 1707.970703
	Iteration 66Q: 3 clusters Score -373184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -373185.187500 Penalty: 1707.970703
	Iteration 67Q: 3 clusters Score -373185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -373184.718750 Penalty: 1707.970703
	Iteration 68Q: 3 clusters Score -373184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -373185.343750 Penalty: 1707.970703
	Iteration 69Q: 3 clusters Score -373185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -373185.718750 Penalty: 1707.970703
	Iteration 70Q: 3 clusters Score -373185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -373187.125000 Penalty: 1707.970703
	Iteration 71Q: 3 clusters Score -373187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -373187.125000 Penalty: 1707.970703
	Iteration 72F: 3 clusters Score -373187.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Entering Unmasked Estep 
Score: -911955.375000 Penalty: 920.330688
	Iteration 0F: 2 clusters Score -911955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -901160.750000 Penalty: 1840.661377
	Iteration 0F: 3 clusters Score -901160.8 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -905583.500000 Penalty: 1840.661377
	Iteration 1F: 3 clusters Score -905583.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -906110.750000 Penalty: 1840.661377
	Iteration 2F: 3 clusters Score -906110.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -906669.312500 Penalty: 1840.661377
	Iteration 3F: 3 clusters Score -906669.3 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -907256.875000 Penalty: 1840.661377
	Iteration 4F: 3 clusters Score -907256.9 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -907850.562500 Penalty: 1840.661377
	Iteration 5F: 3 clusters Score -907850.6 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -908428.750000 Penalty: 1840.661377
	Iteration 6F: 3 clusters Score -908428.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -908983.625000 Penalty: 1840.661377
	Iteration 7F: 3 clusters Score -908983.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -909525.625000 Penalty: 1840.661377
	Iteration 8F: 3 clusters Score -909525.6 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -910058.000000 Penalty: 1840.661377
	Iteration 9F: 3 clusters Score -910058 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -910477.000000 Penalty: 1840.661377
	Iteration 10Q: 3 clusters Score -910477 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -910745.312500 Penalty: 1840.661377
	Iteration 11Q: 3 clusters Score -910745.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -910900.375000 Penalty: 1840.661377
	Iteration 12Q: 3 clusters Score -910900.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -910988.000000 Penalty: 1840.661377
	Iteration 13Q: 3 clusters Score -910988 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -911042.437500 Penalty: 1840.661377
	Iteration 14Q: 3 clusters Score -911042.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -911078.625000 Penalty: 1840.661377
	Iteration 15Q: 3 clusters Score -911078.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -911107.125000 Penalty: 1840.661377
	Iteration 16Q: 3 clusters Score -911107.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -911135.250000 Penalty: 1840.661377
	Iteration 17Q: 3 clusters Score -911135.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -911159.375000 Penalty: 1840.661377
	Iteration 18Q: 3 clusters Score -911159.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -911193.937500 Penalty: 1840.661377
	Iteration 19Q: 3 clusters Score -911193.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -911220.812500 Penalty: 1840.661377
	Iteration 20F: 3 clusters Score -911220.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -911247.375000 Penalty: 1840.661377
	Iteration 21Q: 3 clusters Score -911247.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -911276.687500 Penalty: 1840.661377
	Iteration 22Q: 3 clusters Score -911276.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -911312.875000 Penalty: 1840.661377
	Iteration 23Q: 3 clusters Score -911312.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -911337.250000 Penalty: 1840.661377
	Iteration 24Q: 3 clusters Score -911337.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -911353.687500 Penalty: 1840.661377
	Iteration 25Q: 3 clusters Score -911353.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -911367.437500 Penalty: 1840.661377
	Iteration 26Q: 3 clusters Score -911367.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -911386.812500 Penalty: 1840.661377
	Iteration 27Q: 3 clusters Score -911386.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -911395.687500 Penalty: 1840.661377
	Iteration 28Q: 3 clusters Score -911395.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -911409.562500 Penalty: 1840.661377
	Iteration 29Q: 3 clusters Score -911409.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -911422.437500 Penalty: 1840.661377
	Iteration 30Q: 3 clusters Score -911422.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -911436.500000 Penalty: 1840.661377
	Iteration 31Q: 3 clusters Score -911436.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -911444.562500 Penalty: 1840.661377
	Iteration 32Q: 3 clusters Score -911444.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -911454.312500 Penalty: 1840.661377
	Iteration 33Q: 3 clusters Score -911454.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -911463.750000 Penalty: 1840.661377
	Iteration 34Q: 3 clusters Score -911463.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -911472.312500 Penalty: 1840.661377
	Iteration 35Q: 3 clusters Score -911472.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -911476.687500 Penalty: 1840.661377
	Iteration 36Q: 3 clusters Score -911476.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -911483.812500 Penalty: 1840.661377
	Iteration 37Q: 3 clusters Score -911483.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -911491.875000 Penalty: 1840.661377
	Iteration 38Q: 3 clusters Score -911491.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -911497.625000 Penalty: 1840.661377
	Iteration 39Q: 3 clusters Score -911497.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -911506.687500 Penalty: 1840.661377
	Iteration 40F: 3 clusters Score -911506.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -911512.312500 Penalty: 1840.661377
	Iteration 41Q: 3 clusters Score -911512.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -911512.812500 Penalty: 1840.661377
	Iteration 42Q: 3 clusters Score -911512.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -911518.937500 Penalty: 1840.661377
	Iteration 43Q: 3 clusters Score -911518.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -911527.562500 Penalty: 1840.661377
	Iteration 44Q: 3 clusters Score -911527.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -911530.250000 Penalty: 1840.661377
	Iteration 45Q: 3 clusters Score -911530.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -911532.187500 Penalty: 1840.661377
	Iteration 46Q: 3 clusters Score -911532.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -911531.250000 Penalty: 1840.661377
	Iteration 47Q: 3 clusters Score -911531.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -911531.312500 Penalty: 1840.661377
	Iteration 48Q: 3 clusters Score -911531.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -911534.187500 Penalty: 1840.661377
	Iteration 49Q: 3 clusters Score -911534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -911534.062500 Penalty: 1840.661377
	Iteration 50Q: 3 clusters Score -911534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -911535.250000 Penalty: 1840.661377
	Iteration 51Q: 3 clusters Score -911535.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -911536.750000 Penalty: 1840.661377
	Iteration 52Q: 3 clusters Score -911536.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -911540.812500 Penalty: 1840.661377
	Iteration 53Q: 3 clusters Score -911540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -911542.625000 Penalty: 1840.661377
	Iteration 54Q: 3 clusters Score -911542.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -911543.500000 Penalty: 1840.661377
	Iteration 55Q: 3 clusters Score -911543.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -911543.625000 Penalty: 1840.661377
	Iteration 56Q: 3 clusters Score -911543.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -911546.812500 Penalty: 1840.661377
	Iteration 57Q: 3 clusters Score -911546.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -911548.437500 Penalty: 1840.661377
	Iteration 58Q: 3 clusters Score -911548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -911549.375000 Penalty: 1840.661377
	Iteration 59Q: 3 clusters Score -911549.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -911549.125000 Penalty: 1840.661377
	Iteration 60F: 3 clusters Score -911549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -911550.187500 Penalty: 1840.661377
	Iteration 61Q: 3 clusters Score -911550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -911550.750000 Penalty: 1840.661377
	Iteration 62Q: 3 clusters Score -911550.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -911551.250000 Penalty: 1840.661377
	Iteration 63Q: 3 clusters Score -911551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -911551.000000 Penalty: 1840.661377
	Iteration 64Q: 3 clusters Score -911551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -911553.687500 Penalty: 1840.661377
	Iteration 65Q: 3 clusters Score -911553.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -911554.062500 Penalty: 1840.661377
	Iteration 66Q: 3 clusters Score -911554.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -911552.125000 Penalty: 1840.661377
	Iteration 67Q: 3 clusters Score -911552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -911554.437500 Penalty: 1840.661377
	Iteration 68Q: 3 clusters Score -911554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -911555.687500 Penalty: 1840.661377
	Iteration 69Q: 3 clusters Score -911555.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -911554.312500 Penalty: 1840.661377
	Iteration 70Q: 3 clusters Score -911554.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -911556.250000 Penalty: 1840.661377
	Iteration 71Q: 3 clusters Score -911556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -911555.625000 Penalty: 1840.661377
	Iteration 72Q: 3 clusters Score -911555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -911554.812500 Penalty: 1840.661377
	Iteration 73Q: 3 clusters Score -911554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -911555.437500 Penalty: 1840.661377
	Iteration 74Q: 3 clusters Score -911555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -911554.312500 Penalty: 1840.661377
	Iteration 75Q: 3 clusters Score -911554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -911556.625000 Penalty: 1840.661377
	Iteration 76Q: 3 clusters Score -911556.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -911555.875000 Penalty: 1840.661377
	Iteration 77Q: 3 clusters Score -911555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -911557.250000 Penalty: 1840.661377
	Iteration 78Q: 3 clusters Score -911557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -911559.312500 Penalty: 1840.661377
	Iteration 79Q: 3 clusters Score -911559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -911560.812500 Penalty: 1840.661377
	Iteration 80F: 3 clusters Score -911560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -911559.875000 Penalty: 1840.661377
	Iteration 81Q: 3 clusters Score -911559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -911559.437500 Penalty: 1840.661377
	Iteration 82Q: 3 clusters Score -911559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -911558.625000 Penalty: 1840.661377
	Iteration 83Q: 3 clusters Score -911558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -911558.562500 Penalty: 1840.661377
	Iteration 84Q: 3 clusters Score -911558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -911559.187500 Penalty: 1840.661377
	Iteration 85Q: 3 clusters Score -911559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -911558.500000 Penalty: 1840.661377
	Iteration 86Q: 3 clusters Score -911558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -911558.625000 Penalty: 1840.661377
	Iteration 87Q: 3 clusters Score -911558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -911560.812500 Penalty: 1840.661377
	Iteration 88Q: 3 clusters Score -911560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -911560.562500 Penalty: 1840.661377
	Iteration 89Q: 3 clusters Score -911560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -911562.250000 Penalty: 1840.661377
	Iteration 90Q: 3 clusters Score -911562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -911564.437500 Penalty: 1840.661377
	Iteration 91Q: 3 clusters Score -911564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -911563.875000 Penalty: 1840.661377
	Iteration 92Q: 3 clusters Score -911563.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -911563.125000 Penalty: 1840.661377
	Iteration 93Q: 3 clusters Score -911563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -911563.125000 Penalty: 1840.661377
	Iteration 94Q: 3 clusters Score -911563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -911565.250000 Penalty: 1840.661377
	Iteration 95Q: 3 clusters Score -911565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -911565.125000 Penalty: 1840.661377
	Iteration 96Q: 3 clusters Score -911565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -911567.000000 Penalty: 1840.661377
	Iteration 97Q: 3 clusters Score -911567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -911568.187500 Penalty: 1840.661377
	Iteration 98Q: 3 clusters Score -911568.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -911570.625000 Penalty: 1840.661377
	Iteration 99Q: 3 clusters Score -911570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -911571.687500 Penalty: 1840.661377
	Iteration 100F: 3 clusters Score -911571.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -911572.625000 Penalty: 1840.661377
	Iteration 101Q: 3 clusters Score -911572.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -911573.125000 Penalty: 1840.661377
	Iteration 102Q: 3 clusters Score -911573.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -911572.250000 Penalty: 1840.661377
	Iteration 103Q: 3 clusters Score -911572.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -911577.250000 Penalty: 1840.661377
	Iteration 104Q: 3 clusters Score -911577.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -911579.437500 Penalty: 1840.661377
	Iteration 105Q: 3 clusters Score -911579.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -911583.250000 Penalty: 1840.661377
	Iteration 106Q: 3 clusters Score -911583.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -911585.812500 Penalty: 1840.661377
	Iteration 107Q: 3 clusters Score -911585.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -911584.875000 Penalty: 1840.661377
	Iteration 108Q: 3 clusters Score -911584.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -911587.125000 Penalty: 1840.661377
	Iteration 109Q: 3 clusters Score -911587.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -911591.187500 Penalty: 1840.661377
	Iteration 110Q: 3 clusters Score -911591.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -911593.125000 Penalty: 1840.661377
	Iteration 111Q: 3 clusters Score -911593.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -911592.812500 Penalty: 1840.661377
	Iteration 112Q: 3 clusters Score -911592.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -911594.125000 Penalty: 1840.661377
	Iteration 113Q: 3 clusters Score -911594.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -911595.687500 Penalty: 1840.661377
	Iteration 114Q: 3 clusters Score -911595.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -911598.250000 Penalty: 1840.661377
	Iteration 115Q: 3 clusters Score -911598.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -911604.187500 Penalty: 1840.661377
	Iteration 116Q: 3 clusters Score -911604.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -911608.875000 Penalty: 1840.661377
	Iteration 117Q: 3 clusters Score -911608.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -911612.937500 Penalty: 1840.661377
	Iteration 118Q: 3 clusters Score -911612.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -911613.687500 Penalty: 1840.661377
	Iteration 119Q: 3 clusters Score -911613.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -911614.437500 Penalty: 1840.661377
	Iteration 120F: 3 clusters Score -911614.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -911614.125000 Penalty: 1840.661377
	Iteration 121Q: 3 clusters Score -911614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -911618.000000 Penalty: 1840.661377
	Iteration 122Q: 3 clusters Score -911618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -911618.125000 Penalty: 1840.661377
	Iteration 123Q: 3 clusters Score -911618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -911616.875000 Penalty: 1840.661377
	Iteration 124Q: 3 clusters Score -911616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -911617.250000 Penalty: 1840.661377
	Iteration 125Q: 3 clusters Score -911617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -911618.750000 Penalty: 1840.661377
	Iteration 126Q: 3 clusters Score -911618.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -911622.500000 Penalty: 1840.661377
	Iteration 127Q: 3 clusters Score -911622.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -911622.812500 Penalty: 1840.661377
	Iteration 128Q: 3 clusters Score -911622.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -911622.000000 Penalty: 1840.661377
	Iteration 129Q: 3 clusters Score -911622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -911621.625000 Penalty: 1840.661377
	Iteration 130Q: 3 clusters Score -911621.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -911623.562500 Penalty: 1840.661377
	Iteration 131Q: 3 clusters Score -911623.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -911626.812500 Penalty: 1840.661377
	Iteration 132Q: 3 clusters Score -911626.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -911629.250000 Penalty: 1840.661377
	Iteration 133Q: 3 clusters Score -911629.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -911631.687500 Penalty: 1840.661377
	Iteration 134Q: 3 clusters Score -911631.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -911635.562500 Penalty: 1840.661377
	Iteration 135Q: 3 clusters Score -911635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -911636.187500 Penalty: 1840.661377
	Iteration 136Q: 3 clusters Score -911636.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -911637.562500 Penalty: 1840.661377
	Iteration 137Q: 3 clusters Score -911637.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -911638.250000 Penalty: 1840.661377
	Iteration 138Q: 3 clusters Score -911638.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -911640.187500 Penalty: 1840.661377
	Iteration 139Q: 3 clusters Score -911640.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -911643.250000 Penalty: 1840.661377
	Iteration 140F: 3 clusters Score -911643.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -911645.562500 Penalty: 1840.661377
	Iteration 141Q: 3 clusters Score -911645.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -911645.437500 Penalty: 1840.661377
	Iteration 142Q: 3 clusters Score -911645.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -911650.187500 Penalty: 1840.661377
	Iteration 143Q: 3 clusters Score -911650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -911648.875000 Penalty: 1840.661377
	Iteration 144Q: 3 clusters Score -911648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -911651.750000 Penalty: 1840.661377
	Iteration 145Q: 3 clusters Score -911651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -911650.687500 Penalty: 1840.661377
	Iteration 146Q: 3 clusters Score -911650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -911652.625000 Penalty: 1840.661377
	Iteration 147Q: 3 clusters Score -911652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -911650.437500 Penalty: 1840.661377
	Iteration 148Q: 3 clusters Score -911650.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -911649.062500 Penalty: 1840.661377
	Iteration 149Q: 3 clusters Score -911649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -911652.375000 Penalty: 1840.661377
	Iteration 150Q: 3 clusters Score -911652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -911651.500000 Penalty: 1840.661377
	Iteration 151Q: 3 clusters Score -911651.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -911651.750000 Penalty: 1840.661377
	Iteration 152Q: 3 clusters Score -911651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -911651.250000 Penalty: 1840.661377
	Iteration 153Q: 3 clusters Score -911651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -911652.437500 Penalty: 1840.661377
	Iteration 154Q: 3 clusters Score -911652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -911651.375000 Penalty: 1840.661377
	Iteration 155Q: 3 clusters Score -911651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -911652.437500 Penalty: 1840.661377
	Iteration 156Q: 3 clusters Score -911652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -911652.812500 Penalty: 1840.661377
	Iteration 157Q: 3 clusters Score -911652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -911651.562500 Penalty: 1840.661377
	Iteration 158Q: 3 clusters Score -911651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -911652.250000 Penalty: 1840.661377
	Iteration 159Q: 3 clusters Score -911652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -911651.312500 Penalty: 1840.661377
	Iteration 160F: 3 clusters Score -911651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -911652.000000 Penalty: 1840.661377
	Iteration 161Q: 3 clusters Score -911652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -911654.562500 Penalty: 1840.661377
	Iteration 162Q: 3 clusters Score -911654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -911654.187500 Penalty: 1840.661377
	Iteration 163Q: 3 clusters Score -911654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -911655.125000 Penalty: 1840.661377
	Iteration 164Q: 3 clusters Score -911655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -911655.125000 Penalty: 1840.661377
	Iteration 165F: 3 clusters Score -911655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -145744.203125 Penalty: 768.062683
	Iteration 0F: 2 clusters Score -145744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -143278.500000 Penalty: 1536.125366
	Iteration 0F: 3 clusters Score -143278.5 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -144115.359375 Penalty: 1536.125366
	Iteration 1F: 3 clusters Score -144115.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -144247.640625 Penalty: 1536.125366
	Iteration 2F: 3 clusters Score -144247.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -144344.812500 Penalty: 1536.125366
	Iteration 3F: 3 clusters Score -144344.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -144460.093750 Penalty: 1536.125366
	Iteration 4F: 3 clusters Score -144460.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -144588.140625 Penalty: 1536.125366
	Iteration 5F: 3 clusters Score -144588.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -144728.937500 Penalty: 1536.125366
	Iteration 6F: 3 clusters Score -144728.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -144860.515625 Penalty: 1536.125366
	Iteration 7F: 3 clusters Score -144860.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -144978.250000 Penalty: 1536.125366
	Iteration 8F: 3 clusters Score -144978.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -145064.125000 Penalty: 1536.125366
	Iteration 9Q: 3 clusters Score -145064.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -145142.781250 Penalty: 1536.125366
	Iteration 10Q: 3 clusters Score -145142.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -145222.156250 Penalty: 1536.125366
	Iteration 11Q: 3 clusters Score -145222.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -145290.937500 Penalty: 1536.125366
	Iteration 12Q: 3 clusters Score -145290.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -145351.062500 Penalty: 1536.125366
	Iteration 13Q: 3 clusters Score -145351.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -145391.062500 Penalty: 1536.125366
	Iteration 14Q: 3 clusters Score -145391.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -145412.281250 Penalty: 1536.125366
	Iteration 15Q: 3 clusters Score -145412.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -145426.203125 Penalty: 1536.125366
	Iteration 16Q: 3 clusters Score -145426.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -145442.203125 Penalty: 1536.125366
	Iteration 17Q: 3 clusters Score -145442.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -145451.968750 Penalty: 1536.125366
	Iteration 18Q: 3 clusters Score -145452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -145456.984375 Penalty: 1536.125366
	Iteration 19Q: 3 clusters Score -145457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -145459.500000 Penalty: 1536.125366
	Iteration 20F: 3 clusters Score -145459.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -145461.234375 Penalty: 1536.125366
	Iteration 21Q: 3 clusters Score -145461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -145462.687500 Penalty: 1536.125366
	Iteration 22Q: 3 clusters Score -145462.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -145464.640625 Penalty: 1536.125366
	Iteration 23Q: 3 clusters Score -145464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -145466.281250 Penalty: 1536.125366
	Iteration 24Q: 3 clusters Score -145466.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -145468.437500 Penalty: 1536.125366
	Iteration 25Q: 3 clusters Score -145468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -145469.921875 Penalty: 1536.125366
	Iteration 26Q: 3 clusters Score -145469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -145471.515625 Penalty: 1536.125366
	Iteration 27Q: 3 clusters Score -145471.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -145472.937500 Penalty: 1536.125366
	Iteration 28Q: 3 clusters Score -145472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -145475.171875 Penalty: 1536.125366
	Iteration 29Q: 3 clusters Score -145475.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -145477.156250 Penalty: 1536.125366
	Iteration 30Q: 3 clusters Score -145477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -145478.625000 Penalty: 1536.125366
	Iteration 31Q: 3 clusters Score -145478.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -145480.562500 Penalty: 1536.125366
	Iteration 32Q: 3 clusters Score -145480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -145483.171875 Penalty: 1536.125366
	Iteration 33Q: 3 clusters Score -145483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -145484.359375 Penalty: 1536.125366
	Iteration 34Q: 3 clusters Score -145484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -145484.515625 Penalty: 1536.125366
	Iteration 35Q: 3 clusters Score -145484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -145484.843750 Penalty: 1536.125366
	Iteration 36Q: 3 clusters Score -145484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -145484.812500 Penalty: 1536.125366
	Iteration 37Q: 3 clusters Score -145484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -145484.812500 Penalty: 1536.125366
	Iteration 38F: 3 clusters Score -145484.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -195162.968750 Penalty: 771.991150
	Iteration 0F: 2 clusters Score -195163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -192562.062500 Penalty: 1543.982300
	Iteration 0F: 3 clusters Score -192562.1 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -193310.156250 Penalty: 1543.982300
	Iteration 1F: 3 clusters Score -193310.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -193435.171875 Penalty: 1543.982300
	Iteration 2F: 3 clusters Score -193435.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -193507.250000 Penalty: 1543.982300
	Iteration 3Q: 3 clusters Score -193507.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -193571.765625 Penalty: 1543.982300
	Iteration 4Q: 3 clusters Score -193571.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -193617.171875 Penalty: 1543.982300
	Iteration 5Q: 3 clusters Score -193617.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -193647.406250 Penalty: 1543.982300
	Iteration 6Q: 3 clusters Score -193647.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -193675.328125 Penalty: 1543.982300
	Iteration 7Q: 3 clusters Score -193675.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -193700.546875 Penalty: 1543.982300
	Iteration 8Q: 3 clusters Score -193700.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -193721.953125 Penalty: 1543.982300
	Iteration 9Q: 3 clusters Score -193722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -193736.750000 Penalty: 1543.982300
	Iteration 10Q: 3 clusters Score -193736.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -193749.906250 Penalty: 1543.982300
	Iteration 11Q: 3 clusters Score -193749.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -193766.171875 Penalty: 1543.982300
	Iteration 12Q: 3 clusters Score -193766.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -193786.250000 Penalty: 1543.982300
	Iteration 13Q: 3 clusters Score -193786.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -193804.796875 Penalty: 1543.982300
	Iteration 14Q: 3 clusters Score -193804.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -193826.906250 Penalty: 1543.982300
	Iteration 15Q: 3 clusters Score -193826.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -193849.718750 Penalty: 1543.982300
	Iteration 16Q: 3 clusters Score -193849.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -193869.500000 Penalty: 1543.982300
	Iteration 17Q: 3 clusters Score -193869.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -193889.359375 Penalty: 1543.982300
	Iteration 18Q: 3 clusters Score -193889.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -193909.046875 Penalty: 1543.982300
	Iteration 19Q: 3 clusters Score -193909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -193924.796875 Penalty: 1543.982300
	Iteration 20F: 3 clusters Score -193924.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -193935.218750 Penalty: 1543.982300
	Iteration 21Q: 3 clusters Score -193935.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -193946.468750 Penalty: 1543.982300
	Iteration 22Q: 3 clusters Score -193946.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -193957.265625 Penalty: 1543.982300
	Iteration 23Q: 3 clusters Score -193957.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -193967.390625 Penalty: 1543.982300
	Iteration 24Q: 3 clusters Score -193967.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -193979.875000 Penalty: 1543.982300
	Iteration 25Q: 3 clusters Score -193979.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -193993.765625 Penalty: 1543.982300
	Iteration 26Q: 3 clusters Score -193993.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -194012.437500 Penalty: 1543.982300
	Iteration 27Q: 3 clusters Score -194012.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -194030.218750 Penalty: 1543.982300
	Iteration 28Q: 3 clusters Score -194030.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -194046.796875 Penalty: 1543.982300
	Iteration 29Q: 3 clusters Score -194046.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -194068.765625 Penalty: 1543.982300
	Iteration 30Q: 3 clusters Score -194068.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -194096.734375 Penalty: 1543.982300
	Iteration 31Q: 3 clusters Score -194096.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -194126.250000 Penalty: 1543.982300
	Iteration 32Q: 3 clusters Score -194126.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -194153.203125 Penalty: 1543.982300
	Iteration 33Q: 3 clusters Score -194153.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -194176.578125 Penalty: 1543.982300
	Iteration 34Q: 3 clusters Score -194176.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -194192.781250 Penalty: 1543.982300
	Iteration 35Q: 3 clusters Score -194192.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -194200.796875 Penalty: 1543.982300
	Iteration 36Q: 3 clusters Score -194200.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -194206.546875 Penalty: 1543.982300
	Iteration 37Q: 3 clusters Score -194206.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -194216.453125 Penalty: 1543.982300
	Iteration 38Q: 3 clusters Score -194216.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -194226.453125 Penalty: 1543.982300
	Iteration 39Q: 3 clusters Score -194226.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -194234.546875 Penalty: 1543.982300
	Iteration 40F: 3 clusters Score -194234.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -194241.015625 Penalty: 1543.982300
	Iteration 41Q: 3 clusters Score -194241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -194249.203125 Penalty: 1543.982300
	Iteration 42Q: 3 clusters Score -194249.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -194258.218750 Penalty: 1543.982300
	Iteration 43Q: 3 clusters Score -194258.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -194265.578125 Penalty: 1543.982300
	Iteration 44Q: 3 clusters Score -194265.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -194273.062500 Penalty: 1543.982300
	Iteration 45Q: 3 clusters Score -194273.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -194279.953125 Penalty: 1543.982300
	Iteration 46Q: 3 clusters Score -194280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -194285.265625 Penalty: 1543.982300
	Iteration 47Q: 3 clusters Score -194285.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -194293.562500 Penalty: 1543.982300
	Iteration 48Q: 3 clusters Score -194293.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -194300.515625 Penalty: 1543.982300
	Iteration 49Q: 3 clusters Score -194300.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -194313.109375 Penalty: 1543.982300
	Iteration 50Q: 3 clusters Score -194313.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -194324.078125 Penalty: 1543.982300
	Iteration 51Q: 3 clusters Score -194324.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -194333.875000 Penalty: 1543.982300
	Iteration 52Q: 3 clusters Score -194333.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -194344.703125 Penalty: 1543.982300
	Iteration 53Q: 3 clusters Score -194344.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -194354.421875 Penalty: 1543.982300
	Iteration 54Q: 3 clusters Score -194354.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -194362.843750 Penalty: 1543.982300
	Iteration 55Q: 3 clusters Score -194362.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -194368.953125 Penalty: 1543.982300
	Iteration 56Q: 3 clusters Score -194369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -194377.812500 Penalty: 1543.982300
	Iteration 57Q: 3 clusters Score -194377.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -194389.156250 Penalty: 1543.982300
	Iteration 58Q: 3 clusters Score -194389.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -194397.125000 Penalty: 1543.982300
	Iteration 59Q: 3 clusters Score -194397.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -194402.781250 Penalty: 1543.982300
	Iteration 60F: 3 clusters Score -194402.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -194408.515625 Penalty: 1543.982300
	Iteration 61Q: 3 clusters Score -194408.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -194416.468750 Penalty: 1543.982300
	Iteration 62Q: 3 clusters Score -194416.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -194427.734375 Penalty: 1543.982300
	Iteration 63Q: 3 clusters Score -194427.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -194434.265625 Penalty: 1543.982300
	Iteration 64Q: 3 clusters Score -194434.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -194438.296875 Penalty: 1543.982300
	Iteration 65Q: 3 clusters Score -194438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -194442.781250 Penalty: 1543.982300
	Iteration 66Q: 3 clusters Score -194442.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -194448.109375 Penalty: 1543.982300
	Iteration 67Q: 3 clusters Score -194448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -194453.937500 Penalty: 1543.982300
	Iteration 68Q: 3 clusters Score -194453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -194455.421875 Penalty: 1543.982300
	Iteration 69Q: 3 clusters Score -194455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -194458.765625 Penalty: 1543.982300
	Iteration 70Q: 3 clusters Score -194458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -194461.171875 Penalty: 1543.982300
	Iteration 71Q: 3 clusters Score -194461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -194464.500000 Penalty: 1543.982300
	Iteration 72Q: 3 clusters Score -194464.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -194471.250000 Penalty: 1543.982300
	Iteration 73Q: 3 clusters Score -194471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -194478.265625 Penalty: 1543.982300
	Iteration 74Q: 3 clusters Score -194478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -194484.343750 Penalty: 1543.982300
	Iteration 75Q: 3 clusters Score -194484.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -194489.046875 Penalty: 1543.982300
	Iteration 76Q: 3 clusters Score -194489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -194490.875000 Penalty: 1543.982300
	Iteration 77Q: 3 clusters Score -194490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -194493.359375 Penalty: 1543.982300
	Iteration 78Q: 3 clusters Score -194493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -194494.687500 Penalty: 1543.982300
	Iteration 79Q: 3 clusters Score -194494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -194496.718750 Penalty: 1543.982300
	Iteration 80F: 3 clusters Score -194496.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -194497.078125 Penalty: 1543.982300
	Iteration 81Q: 3 clusters Score -194497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -194497.968750 Penalty: 1543.982300
	Iteration 82Q: 3 clusters Score -194498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -194499.125000 Penalty: 1543.982300
	Iteration 83Q: 3 clusters Score -194499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -194499.125000 Penalty: 1543.982300
	Iteration 84F: 3 clusters Score -194499.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Entering Unmasked Estep 
Score: -260448.890625 Penalty: 795.289978
	Iteration 0F: 2 clusters Score -260448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -257272.859375 Penalty: 1590.579956
	Iteration 0F: 3 clusters Score -257272.9 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -258190.000000 Penalty: 1590.579956
	Iteration 1F: 3 clusters Score -258190 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -258309.671875 Penalty: 1590.579956
	Iteration 2F: 3 clusters Score -258309.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -258407.421875 Penalty: 1590.579956
	Iteration 3Q: 3 clusters Score -258407.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -258496.156250 Penalty: 1590.579956
	Iteration 4Q: 3 clusters Score -258496.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -258557.968750 Penalty: 1590.579956
	Iteration 5Q: 3 clusters Score -258558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -258600.562500 Penalty: 1590.579956
	Iteration 6Q: 3 clusters Score -258600.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -258630.406250 Penalty: 1590.579956
	Iteration 7Q: 3 clusters Score -258630.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -258652.859375 Penalty: 1590.579956
	Iteration 8Q: 3 clusters Score -258652.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -258668.484375 Penalty: 1590.579956
	Iteration 9Q: 3 clusters Score -258668.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -258677.984375 Penalty: 1590.579956
	Iteration 10Q: 3 clusters Score -258678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -258689.328125 Penalty: 1590.579956
	Iteration 11Q: 3 clusters Score -258689.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -258697.406250 Penalty: 1590.579956
	Iteration 12Q: 3 clusters Score -258697.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -258703.031250 Penalty: 1590.579956
	Iteration 13Q: 3 clusters Score -258703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -258708.578125 Penalty: 1590.579956
	Iteration 14Q: 3 clusters Score -258708.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -258716.234375 Penalty: 1590.579956
	Iteration 15Q: 3 clusters Score -258716.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -258724.406250 Penalty: 1590.579956
	Iteration 16Q: 3 clusters Score -258724.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -258731.015625 Penalty: 1590.579956
	Iteration 17Q: 3 clusters Score -258731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -258736.968750 Penalty: 1590.579956
	Iteration 18Q: 3 clusters Score -258737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -258743.937500 Penalty: 1590.579956
	Iteration 19Q: 3 clusters Score -258743.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -258755.203125 Penalty: 1590.579956
	Iteration 20F: 3 clusters Score -258755.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -258768.750000 Penalty: 1590.579956
	Iteration 21Q: 3 clusters Score -258768.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -258785.234375 Penalty: 1590.579956
	Iteration 22Q: 3 clusters Score -258785.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -258804.359375 Penalty: 1590.579956
	Iteration 23Q: 3 clusters Score -258804.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -258823.015625 Penalty: 1590.579956
	Iteration 24Q: 3 clusters Score -258823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -258845.578125 Penalty: 1590.579956
	Iteration 25Q: 3 clusters Score -258845.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -258872.546875 Penalty: 1590.579956
	Iteration 26Q: 3 clusters Score -258872.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -258902.703125 Penalty: 1590.579956
	Iteration 27Q: 3 clusters Score -258902.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -258932.796875 Penalty: 1590.579956
	Iteration 28Q: 3 clusters Score -258932.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -258965.593750 Penalty: 1590.579956
	Iteration 29Q: 3 clusters Score -258965.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -259004.890625 Penalty: 1590.579956
	Iteration 30Q: 3 clusters Score -259004.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -259050.328125 Penalty: 1590.579956
	Iteration 31Q: 3 clusters Score -259050.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -259097.593750 Penalty: 1590.579956
	Iteration 32Q: 3 clusters Score -259097.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -259136.015625 Penalty: 1590.579956
	Iteration 33Q: 3 clusters Score -259136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -259161.312500 Penalty: 1590.579956
	Iteration 34Q: 3 clusters Score -259161.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -259175.062500 Penalty: 1590.579956
	Iteration 35Q: 3 clusters Score -259175.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -259188.656250 Penalty: 1590.579956
	Iteration 36Q: 3 clusters Score -259188.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -259202.859375 Penalty: 1590.579956
	Iteration 37Q: 3 clusters Score -259202.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -259211.656250 Penalty: 1590.579956
	Iteration 38Q: 3 clusters Score -259211.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -259216.671875 Penalty: 1590.579956
	Iteration 39Q: 3 clusters Score -259216.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -259219.265625 Penalty: 1590.579956
	Iteration 40F: 3 clusters Score -259219.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -259222.000000 Penalty: 1590.579956
	Iteration 41Q: 3 clusters Score -259222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -259223.250000 Penalty: 1590.579956
	Iteration 42Q: 3 clusters Score -259223.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -259225.296875 Penalty: 1590.579956
	Iteration 43Q: 3 clusters Score -259225.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -259226.515625 Penalty: 1590.579956
	Iteration 44Q: 3 clusters Score -259226.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -259227.984375 Penalty: 1590.579956
	Iteration 45Q: 3 clusters Score -259228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -259228.203125 Penalty: 1590.579956
	Iteration 46Q: 3 clusters Score -259228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -259229.750000 Penalty: 1590.579956
	Iteration 47Q: 3 clusters Score -259229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -259230.609375 Penalty: 1590.579956
	Iteration 48Q: 3 clusters Score -259230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -259230.375000 Penalty: 1590.579956
	Iteration 49Q: 3 clusters Score -259230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -259230.515625 Penalty: 1590.579956
	Iteration 50Q: 3 clusters Score -259230.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -259230.515625 Penalty: 1590.579956
	Iteration 51F: 3 clusters Score -259230.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -152040.328125 Penalty: 755.531860
	Iteration 0F: 2 clusters Score -152040.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -149832.375000 Penalty: 1511.063721
	Iteration 0F: 3 clusters Score -149832.4 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -150510.250000 Penalty: 1511.063721
	Iteration 1F: 3 clusters Score -150510.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -150651.687500 Penalty: 1511.063721
	Iteration 2F: 3 clusters Score -150651.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -150770.812500 Penalty: 1511.063721
	Iteration 3F: 3 clusters Score -150770.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -150892.390625 Penalty: 1511.063721
	Iteration 4F: 3 clusters Score -150892.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -150977.937500 Penalty: 1511.063721
	Iteration 5Q: 3 clusters Score -150977.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -151044.296875 Penalty: 1511.063721
	Iteration 6Q: 3 clusters Score -151044.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -151105.515625 Penalty: 1511.063721
	Iteration 7Q: 3 clusters Score -151105.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -151161.703125 Penalty: 1511.063721
	Iteration 8Q: 3 clusters Score -151161.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -151216.281250 Penalty: 1511.063721
	Iteration 9Q: 3 clusters Score -151216.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -151257.546875 Penalty: 1511.063721
	Iteration 10Q: 3 clusters Score -151257.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -151303.375000 Penalty: 1511.063721
	Iteration 11Q: 3 clusters Score -151303.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -151325.390625 Penalty: 1511.063721
	Iteration 12Q: 3 clusters Score -151325.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -151344.937500 Penalty: 1511.063721
	Iteration 13Q: 3 clusters Score -151344.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -151369.515625 Penalty: 1511.063721
	Iteration 14Q: 3 clusters Score -151369.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -151397.703125 Penalty: 1511.063721
	Iteration 15Q: 3 clusters Score -151397.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -151446.640625 Penalty: 1511.063721
	Iteration 16Q: 3 clusters Score -151446.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -151495.515625 Penalty: 1511.063721
	Iteration 17Q: 3 clusters Score -151495.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -151543.640625 Penalty: 1511.063721
	Iteration 18Q: 3 clusters Score -151543.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -151581.812500 Penalty: 1511.063721
	Iteration 19Q: 3 clusters Score -151581.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -151607.859375 Penalty: 1511.063721
	Iteration 20F: 3 clusters Score -151607.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -151625.187500 Penalty: 1511.063721
	Iteration 21Q: 3 clusters Score -151625.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -151636.453125 Penalty: 1511.063721
	Iteration 22Q: 3 clusters Score -151636.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -151643.437500 Penalty: 1511.063721
	Iteration 23Q: 3 clusters Score -151643.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -151647.281250 Penalty: 1511.063721
	Iteration 24Q: 3 clusters Score -151647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -151650.484375 Penalty: 1511.063721
	Iteration 25Q: 3 clusters Score -151650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -151651.984375 Penalty: 1511.063721
	Iteration 26Q: 3 clusters Score -151652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -151653.531250 Penalty: 1511.063721
	Iteration 27Q: 3 clusters Score -151653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -151655.890625 Penalty: 1511.063721
	Iteration 28Q: 3 clusters Score -151655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -151659.921875 Penalty: 1511.063721
	Iteration 29Q: 3 clusters Score -151659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -151661.437500 Penalty: 1511.063721
	Iteration 30Q: 3 clusters Score -151661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -151662.625000 Penalty: 1511.063721
	Iteration 31Q: 3 clusters Score -151662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -151663.140625 Penalty: 1511.063721
	Iteration 32Q: 3 clusters Score -151663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -151663.953125 Penalty: 1511.063721
	Iteration 33Q: 3 clusters Score -151664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -151664.546875 Penalty: 1511.063721
	Iteration 34Q: 3 clusters Score -151664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -151666.312500 Penalty: 1511.063721
	Iteration 35Q: 3 clusters Score -151666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -151668.625000 Penalty: 1511.063721
	Iteration 36Q: 3 clusters Score -151668.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -151671.453125 Penalty: 1511.063721
	Iteration 37Q: 3 clusters Score -151671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -151673.734375 Penalty: 1511.063721
	Iteration 38Q: 3 clusters Score -151673.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -151674.546875 Penalty: 1511.063721
	Iteration 39Q: 3 clusters Score -151674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -151675.187500 Penalty: 1511.063721
	Iteration 40F: 3 clusters Score -151675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -151675.171875 Penalty: 1511.063721
	Iteration 41Q: 3 clusters Score -151675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -151675.171875 Penalty: 1511.063721
	Iteration 42F: 3 clusters Score -151675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (287606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287606 members 
Entering Unmasked Estep 
Score: -15816200.000000 Penalty: 1194.087891
	Iteration 0F: 2 clusters Score -1.58162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143589 members 
Mstep: Class 2 contains 144017 members 
Entering Unmasked Estep 
Score: -15624766.000000 Penalty: 2388.175781
	Iteration 0F: 3 clusters Score -1.562477e+07 nChanged 141145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138572 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -15709575.000000 Penalty: 2388.175781
	Iteration 1F: 3 clusters Score -1.570958e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135253 members 
Mstep: Class 2 contains 152353 members 
Entering Unmasked Estep 
Score: -15711813.000000 Penalty: 2388.175781
	Iteration 2Q: 3 clusters Score -1.571181e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130005 members 
Mstep: Class 2 contains 157601 members 
Entering Unmasked Estep 
Score: -15715161.000000 Penalty: 2388.175781
	Iteration 3Q: 3 clusters Score -1.571516e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121915 members 
Mstep: Class 2 contains 165691 members 
Entering Unmasked Estep 
Score: -15720606.000000 Penalty: 2388.175781
	Iteration 4Q: 3 clusters Score -1.572061e+07 nChanged 15436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 177455 members 
Entering Unmasked Estep 
Score: -15729225.000000 Penalty: 2388.175781
	Iteration 5F: 3 clusters Score -1.572922e+07 nChanged 18551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 193276 members 
Entering Unmasked Estep 
Score: -15742072.000000 Penalty: 2388.175781
	Iteration 6F: 3 clusters Score -1.574207e+07 nChanged 20170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 211816 members 
Entering Unmasked Estep 
Score: -15757956.000000 Penalty: 2388.175781
	Iteration 7F: 3 clusters Score -1.575796e+07 nChanged 19556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 230480 members 
Entering Unmasked Estep 
Score: -15773970.000000 Penalty: 2388.175781
	Iteration 8F: 3 clusters Score -1.577397e+07 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 246881 members 
Entering Unmasked Estep 
Score: -15787657.000000 Penalty: 2388.175781
	Iteration 9F: 3 clusters Score -1.578766e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 259521 members 
Entering Unmasked Estep 
Score: -15798379.000000 Penalty: 2388.175781
	Iteration 10Q: 3 clusters Score -1.579838e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 268379 members 
Entering Unmasked Estep 
Score: -15805466.000000 Penalty: 2388.175781
	Iteration 11Q: 3 clusters Score -1.580547e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 274208 members 
Entering Unmasked Estep 
Score: -15809811.000000 Penalty: 2388.175781
	Iteration 12Q: 3 clusters Score -1.580981e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 277986 members 
Entering Unmasked Estep 
Score: -15812339.000000 Penalty: 2388.175781
	Iteration 13Q: 3 clusters Score -1.581234e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 280387 members 
Entering Unmasked Estep 
Score: -15813779.000000 Penalty: 2388.175781
	Iteration 14Q: 3 clusters Score -1.581378e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 281891 members 
Entering Unmasked Estep 
Score: -15814660.000000 Penalty: 2388.175781
	Iteration 15Q: 3 clusters Score -1.581466e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 282848 members 
Entering Unmasked Estep 
Score: -15815215.000000 Penalty: 2388.175781
	Iteration 16Q: 3 clusters Score -1.581522e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 283473 members 
Entering Unmasked Estep 
Score: -15815397.000000 Penalty: 2388.175781
	Iteration 17Q: 3 clusters Score -1.58154e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 283896 members 
Entering Unmasked Estep 
Score: -15815568.000000 Penalty: 2388.175781
	Iteration 18Q: 3 clusters Score -1.581557e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 284185 members 
Entering Unmasked Estep 
Score: -15815653.000000 Penalty: 2388.175781
	Iteration 19Q: 3 clusters Score -1.581565e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 284395 members 
Entering Unmasked Estep 
Score: -15815726.000000 Penalty: 2388.175781
	Iteration 20F: 3 clusters Score -1.581573e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 284541 members 
Entering Unmasked Estep 
Score: -15815739.000000 Penalty: 2388.175781
	Iteration 21Q: 3 clusters Score -1.581574e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 284674 members 
Entering Unmasked Estep 
Score: -15815781.000000 Penalty: 2388.175781
	Iteration 22Q: 3 clusters Score -1.581578e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 284790 members 
Entering Unmasked Estep 
Score: -15815788.000000 Penalty: 2388.175781
	Iteration 23Q: 3 clusters Score -1.581579e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 284873 members 
Entering Unmasked Estep 
Score: -15815800.000000 Penalty: 2388.175781
	Iteration 24Q: 3 clusters Score -1.58158e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 284940 members 
Entering Unmasked Estep 
Score: -15815822.000000 Penalty: 2388.175781
	Iteration 25Q: 3 clusters Score -1.581582e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 285004 members 
Entering Unmasked Estep 
Score: -15815871.000000 Penalty: 2388.175781
	Iteration 26Q: 3 clusters Score -1.581587e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 285048 members 
Entering Unmasked Estep 
Score: -15815876.000000 Penalty: 2388.175781
	Iteration 27Q: 3 clusters Score -1.581588e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 285081 members 
Entering Unmasked Estep 
Score: -15815879.000000 Penalty: 2388.175781
	Iteration 28Q: 3 clusters Score -1.581588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 285101 members 
Entering Unmasked Estep 
Score: -15815874.000000 Penalty: 2388.175781
	Iteration 29Q: 3 clusters Score -1.581587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 285122 members 
Entering Unmasked Estep 
Score: -15815865.000000 Penalty: 2388.175781
	Iteration 30Q: 3 clusters Score -1.581586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 285146 members 
Entering Unmasked Estep 
Score: -15815851.000000 Penalty: 2388.175781
	Iteration 31Q: 3 clusters Score -1.581585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 285164 members 
Entering Unmasked Estep 
Score: -15815856.000000 Penalty: 2388.175781
	Iteration 32Q: 3 clusters Score -1.581586e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 285181 members 
Entering Unmasked Estep 
Score: -15815863.000000 Penalty: 2388.175781
	Iteration 33Q: 3 clusters Score -1.581586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 285191 members 
Entering Unmasked Estep 
Score: -15815864.000000 Penalty: 2388.175781
	Iteration 34Q: 3 clusters Score -1.581586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 285201 members 
Entering Unmasked Estep 
Score: -15815858.000000 Penalty: 2388.175781
	Iteration 35Q: 3 clusters Score -1.581586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 285217 members 
Entering Unmasked Estep 
Score: -15815864.000000 Penalty: 2388.175781
	Iteration 36Q: 3 clusters Score -1.581586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 285230 members 
Entering Unmasked Estep 
Score: -15815862.000000 Penalty: 2388.175781
	Iteration 37Q: 3 clusters Score -1.581586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 285241 members 
Entering Unmasked Estep 
Score: -15815872.000000 Penalty: 2388.175781
	Iteration 38Q: 3 clusters Score -1.581587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 285252 members 
Entering Unmasked Estep 
Score: -15815873.000000 Penalty: 2388.175781
	Iteration 39Q: 3 clusters Score -1.581587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 285266 members 
Entering Unmasked Estep 
Score: -15815890.000000 Penalty: 2388.175781
	Iteration 40F: 3 clusters Score -1.581589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 285278 members 
Entering Unmasked Estep 
Score: -15815894.000000 Penalty: 2388.175781
	Iteration 41Q: 3 clusters Score -1.581589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 285287 members 
Entering Unmasked Estep 
Score: -15815875.000000 Penalty: 2388.175781
	Iteration 42Q: 3 clusters Score -1.581588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 285299 members 
Entering Unmasked Estep 
Score: -15815876.000000 Penalty: 2388.175781
	Iteration 43Q: 3 clusters Score -1.581588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 285308 members 
Entering Unmasked Estep 
Score: -15815873.000000 Penalty: 2388.175781
	Iteration 44Q: 3 clusters Score -1.581587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 285317 members 
Entering Unmasked Estep 
Score: -15815865.000000 Penalty: 2388.175781
	Iteration 45Q: 3 clusters Score -1.581586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 285319 members 
Entering Unmasked Estep 
Score: -15815869.000000 Penalty: 2388.175781
	Iteration 46Q: 3 clusters Score -1.581587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 285321 members 
Entering Unmasked Estep 
Score: -15815862.000000 Penalty: 2388.175781
	Iteration 47Q: 3 clusters Score -1.581586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 285324 members 
Entering Unmasked Estep 
Score: -15815868.000000 Penalty: 2388.175781
	Iteration 48Q: 3 clusters Score -1.581587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 285326 members 
Entering Unmasked Estep 
Score: -15815871.000000 Penalty: 2388.175781
	Iteration 49Q: 3 clusters Score -1.581587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 285327 members 
Entering Unmasked Estep 
Score: -15815878.000000 Penalty: 2388.175781
	Iteration 50Q: 3 clusters Score -1.581588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 285328 members 
Entering Unmasked Estep 
Score: -15815878.000000 Penalty: 2388.175781
	Iteration 51Q: 3 clusters Score -1.581588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 285328 members 
Entering Unmasked Estep 
Score: -15815878.000000 Penalty: 2388.175781
	Iteration 52F: 3 clusters Score -1.581588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 35194 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 137499 members 
Mstep: Class 6 contains 3881 members 
Mstep: Class 7 contains 12988 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 29566 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 18008 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 14 contains 7049 members 
Mstep: Class 15 contains 25384 members 
Mstep: Class 16 contains 22569 members 
Mstep: Class 17 contains 7784 members 
Mstep: Class 18 contains 78277 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 3245 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 4322 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 287606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627432.000000 Penalty: 32088.166016
Iteration 319Q: 26 clusters Score -3.862743e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35194 members 
Mstep: Class 3 contains 5003 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 137453 members 
Mstep: Class 6 contains 3883 members 
Mstep: Class 7 contains 12985 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 7156 members 
Mstep: Class 10 contains 29489 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 17995 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 14 contains 7040 members 
Mstep: Class 15 contains 25388 members 
Mstep: Class 16 contains 22655 members 
Mstep: Class 17 contains 7816 members 
Mstep: Class 18 contains 78275 members 
Mstep: Class 19 contains 8010 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 3243 members 
Mstep: Class 22 contains 3375 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 287688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627456.000000 Penalty: 32088.166016
Iteration 320F: 26 clusters Score -3.862746e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35195 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 4086 members 
Mstep: Class 5 contains 137400 members 
Mstep: Class 6 contains 3882 members 
Mstep: Class 7 contains 12987 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 7136 members 
Mstep: Class 10 contains 29418 members 
Mstep: Class 11 contains 2327 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 7025 members 
Mstep: Class 15 contains 25391 members 
Mstep: Class 16 contains 22744 members 
Mstep: Class 17 contains 7834 members 
Mstep: Class 18 contains 78278 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 3242 members 
Mstep: Class 22 contains 3366 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 287765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627432.000000 Penalty: 32088.166016
Iteration 321Q: 26 clusters Score -3.862743e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35196 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 137348 members 
Mstep: Class 6 contains 3882 members 
Mstep: Class 7 contains 12984 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 29353 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 7004 members 
Mstep: Class 15 contains 25392 members 
Mstep: Class 16 contains 22830 members 
Mstep: Class 17 contains 7858 members 
Mstep: Class 18 contains 78277 members 
Mstep: Class 19 contains 8005 members 
Mstep: Class 20 contains 16116 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2846 members 
Mstep: Class 25 contains 287844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627412.000000 Penalty: 32088.166016
Iteration 322Q: 26 clusters Score -3.862741e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35196 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 137296 members 
Mstep: Class 6 contains 3882 members 
Mstep: Class 7 contains 12985 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 7089 members 
Mstep: Class 10 contains 29296 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 17969 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 6985 members 
Mstep: Class 15 contains 25393 members 
Mstep: Class 16 contains 22899 members 
Mstep: Class 17 contains 7871 members 
Mstep: Class 18 contains 78272 members 
Mstep: Class 19 contains 8003 members 
Mstep: Class 20 contains 16117 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 287936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627420.000000 Penalty: 32088.166016
Iteration 323Q: 26 clusters Score -3.862742e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35193 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 137257 members 
Mstep: Class 6 contains 3884 members 
Mstep: Class 7 contains 12983 members 
Mstep: Class 8 contains 6515 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 29252 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 17959 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 6957 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 22969 members 
Mstep: Class 17 contains 7880 members 
Mstep: Class 18 contains 78261 members 
Mstep: Class 19 contains 8001 members 
Mstep: Class 20 contains 16117 members 
Mstep: Class 21 contains 3236 members 
Mstep: Class 22 contains 3350 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627436.000000 Penalty: 32088.166016
Iteration 324Q: 26 clusters Score -3.862744e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35191 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 137237 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12980 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 17947 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 6928 members 
Mstep: Class 15 contains 25396 members 
Mstep: Class 16 contains 23035 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 78254 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 16117 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 3344 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627520.000000 Penalty: 32088.166016
Iteration 325Q: 26 clusters Score -3.862752e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35190 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 137208 members 
Mstep: Class 6 contains 3884 members 
Mstep: Class 7 contains 12976 members 
Mstep: Class 8 contains 6513 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 29152 members 
Mstep: Class 11 contains 2308 members 
Mstep: Class 12 contains 17940 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 6906 members 
Mstep: Class 15 contains 25398 members 
Mstep: Class 16 contains 23114 members 
Mstep: Class 17 contains 7915 members 
Mstep: Class 18 contains 78253 members 
Mstep: Class 19 contains 7997 members 
Mstep: Class 20 contains 16116 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627428.000000 Penalty: 32088.166016
Iteration 326Q: 26 clusters Score -3.862743e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35191 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 5 contains 137175 members 
Mstep: Class 6 contains 3883 members 
Mstep: Class 7 contains 12972 members 
Mstep: Class 8 contains 6512 members 
Mstep: Class 9 contains 7005 members 
Mstep: Class 10 contains 29115 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 17936 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 6890 members 
Mstep: Class 15 contains 25401 members 
Mstep: Class 16 contains 23185 members 
Mstep: Class 17 contains 7936 members 
Mstep: Class 18 contains 78242 members 
Mstep: Class 19 contains 7995 members 
Mstep: Class 20 contains 16116 members 
Mstep: Class 21 contains 3230 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627388.000000 Penalty: 32088.166016
Iteration 327Q: 26 clusters Score -3.862739e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35191 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 137154 members 
Mstep: Class 6 contains 3883 members 
Mstep: Class 7 contains 12968 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 6991 members 
Mstep: Class 10 contains 29080 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 17931 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 15 contains 25405 members 
Mstep: Class 16 contains 23258 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 18 contains 78241 members 
Mstep: Class 19 contains 7995 members 
Mstep: Class 20 contains 16117 members 
Mstep: Class 21 contains 3228 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627428.000000 Penalty: 32088.166016
Iteration 328Q: 26 clusters Score -3.862743e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35190 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 137120 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12962 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 29034 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 17928 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 6862 members 
Mstep: Class 15 contains 25411 members 
Mstep: Class 16 contains 23324 members 
Mstep: Class 17 contains 7981 members 
Mstep: Class 18 contains 78237 members 
Mstep: Class 19 contains 7994 members 
Mstep: Class 20 contains 16116 members 
Mstep: Class 21 contains 3228 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627416.000000 Penalty: 32088.166016
Iteration 329Q: 26 clusters Score -3.862742e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35189 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 137076 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12961 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 28991 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 17926 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 6854 members 
Mstep: Class 15 contains 25416 members 
Mstep: Class 16 contains 23355 members 
Mstep: Class 17 contains 8002 members 
Mstep: Class 18 contains 78226 members 
Mstep: Class 19 contains 7995 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 3226 members 
Mstep: Class 22 contains 3326 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627384.000000 Penalty: 32088.166016
Iteration 330Q: 26 clusters Score -3.862738e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35188 members 
Mstep: Class 3 contains 4982 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 137048 members 
Mstep: Class 6 contains 3884 members 
Mstep: Class 7 contains 12961 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 6966 members 
Mstep: Class 10 contains 28955 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 17926 members 
Mstep: Class 13 contains 2409 members 
Mstep: Class 14 contains 6844 members 
Mstep: Class 15 contains 25421 members 
Mstep: Class 16 contains 23377 members 
Mstep: Class 17 contains 8026 members 
Mstep: Class 18 contains 78215 members 
Mstep: Class 19 contains 7996 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 3223 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627376.000000 Penalty: 32088.166016
Iteration 331Q: 26 clusters Score -3.862738e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35188 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 137011 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12961 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 6956 members 
Mstep: Class 10 contains 28923 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 17926 members 
Mstep: Class 13 contains 2409 members 
Mstep: Class 14 contains 6833 members 
Mstep: Class 15 contains 25425 members 
Mstep: Class 16 contains 23400 members 
Mstep: Class 17 contains 8049 members 
Mstep: Class 18 contains 78197 members 
Mstep: Class 19 contains 7996 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627388.000000 Penalty: 32088.166016
Iteration 332Q: 26 clusters Score -3.862739e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 35189 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 136969 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12963 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 6950 members 
Mstep: Class 10 contains 28898 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 17926 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 25430 members 
Mstep: Class 16 contains 23429 members 
Mstep: Class 17 contains 8069 members 
Mstep: Class 18 contains 78177 members 
Mstep: Class 19 contains 7995 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 3217 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627360.000000 Penalty: 32088.166016
Iteration 333Q: 26 clusters Score -3.862736e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 35188 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 5 contains 136940 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12963 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 6947 members 
Mstep: Class 10 contains 28878 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 25437 members 
Mstep: Class 16 contains 23456 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 78161 members 
Mstep: Class 19 contains 7991 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627320.000000 Penalty: 32088.166016
Iteration 334Q: 26 clusters Score -3.862732e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35187 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 5 contains 136910 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12963 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 28848 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 2409 members 
Mstep: Class 14 contains 6828 members 
Mstep: Class 15 contains 25443 members 
Mstep: Class 16 contains 23489 members 
Mstep: Class 17 contains 8102 members 
Mstep: Class 18 contains 78152 members 
Mstep: Class 19 contains 7990 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627320.000000 Penalty: 32088.166016
Iteration 335Q: 26 clusters Score -3.862732e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 35187 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 136882 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12962 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 28817 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 25447 members 
Mstep: Class 16 contains 23525 members 
Mstep: Class 17 contains 8123 members 
Mstep: Class 18 contains 78142 members 
Mstep: Class 19 contains 7990 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627248.000000 Penalty: 32088.166016
Iteration 336Q: 26 clusters Score -3.862725e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 35186 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 136863 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12959 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 6927 members 
Mstep: Class 10 contains 28782 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 17923 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 25452 members 
Mstep: Class 16 contains 23558 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 78135 members 
Mstep: Class 19 contains 7989 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627164.000000 Penalty: 32088.166016
Iteration 337Q: 26 clusters Score -3.862716e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 136837 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 12957 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 28763 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 25454 members 
Mstep: Class 16 contains 23587 members 
Mstep: Class 17 contains 8142 members 
Mstep: Class 18 contains 78128 members 
Mstep: Class 19 contains 7990 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627180.000000 Penalty: 32088.166016
Iteration 338Q: 26 clusters Score -3.862718e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 136806 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 12956 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 6904 members 
Mstep: Class 10 contains 28730 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 25458 members 
Mstep: Class 16 contains 23613 members 
Mstep: Class 17 contains 8152 members 
Mstep: Class 18 contains 78124 members 
Mstep: Class 19 contains 7992 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627228.000000 Penalty: 32088.166016
Iteration 339Q: 26 clusters Score -3.862723e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35186 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 136776 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 12957 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 28721 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 17915 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 25460 members 
Mstep: Class 16 contains 23648 members 
Mstep: Class 17 contains 8165 members 
Mstep: Class 18 contains 78117 members 
Mstep: Class 19 contains 7992 members 
Mstep: Class 20 contains 16113 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627224.000000 Penalty: 32088.166016
Iteration 340F: 26 clusters Score -3.862722e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35187 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 136752 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 12955 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 28711 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 17914 members 
Mstep: Class 13 contains 2409 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 25462 members 
Mstep: Class 16 contains 23691 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 78109 members 
Mstep: Class 19 contains 7992 members 
Mstep: Class 20 contains 16113 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 3307 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627252.000000 Penalty: 32088.166016
Iteration 341Q: 26 clusters Score -3.862725e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 35187 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 136738 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 28695 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 17914 members 
Mstep: Class 13 contains 2409 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 25463 members 
Mstep: Class 16 contains 23721 members 
Mstep: Class 17 contains 8185 members 
Mstep: Class 18 contains 78105 members 
Mstep: Class 19 contains 7992 members 
Mstep: Class 20 contains 16113 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627188.000000 Penalty: 32088.166016
Iteration 342Q: 26 clusters Score -3.862719e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 35187 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 136727 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 6856 members 
Mstep: Class 10 contains 28681 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 17915 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 25465 members 
Mstep: Class 16 contains 23750 members 
Mstep: Class 17 contains 8191 members 
Mstep: Class 18 contains 78102 members 
Mstep: Class 19 contains 7991 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627228.000000 Penalty: 32088.166016
Iteration 343Q: 26 clusters Score -3.862723e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 35186 members 
Mstep: Class 3 contains 4961 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136714 members 
Mstep: Class 6 contains 3891 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 6849 members 
Mstep: Class 10 contains 28668 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 2406 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 25468 members 
Mstep: Class 16 contains 23783 members 
Mstep: Class 17 contains 8201 members 
Mstep: Class 18 contains 78094 members 
Mstep: Class 19 contains 7989 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627228.000000 Penalty: 32088.166016
Iteration 344Q: 26 clusters Score -3.862723e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 35186 members 
Mstep: Class 3 contains 4960 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136694 members 
Mstep: Class 6 contains 3894 members 
Mstep: Class 7 contains 12953 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 28658 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 25470 members 
Mstep: Class 16 contains 23814 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 18 contains 78088 members 
Mstep: Class 19 contains 7989 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 3291 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627240.000000 Penalty: 32088.166016
Iteration 345Q: 26 clusters Score -3.862724e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136682 members 
Mstep: Class 6 contains 3894 members 
Mstep: Class 7 contains 12952 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 10 contains 28646 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 17917 members 
Mstep: Class 13 contains 2409 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 25471 members 
Mstep: Class 16 contains 23849 members 
Mstep: Class 17 contains 8238 members 
Mstep: Class 18 contains 78084 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 3203 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627244.000000 Penalty: 32088.166016
Iteration 346Q: 26 clusters Score -3.862724e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35184 members 
Mstep: Class 3 contains 4956 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136670 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 12950 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 6817 members 
Mstep: Class 10 contains 28634 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 17915 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 25472 members 
Mstep: Class 16 contains 23879 members 
Mstep: Class 17 contains 8253 members 
Mstep: Class 18 contains 78080 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 3203 members 
Mstep: Class 22 contains 3282 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627232.000000 Penalty: 32088.166016
Iteration 347Q: 26 clusters Score -3.862723e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 4954 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136657 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 12949 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 10 contains 28619 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 17916 members 
Mstep: Class 13 contains 2409 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 25473 members 
Mstep: Class 16 contains 23902 members 
Mstep: Class 17 contains 8277 members 
Mstep: Class 18 contains 78075 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 3202 members 
Mstep: Class 22 contains 3279 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627168.000000 Penalty: 32088.166016
Iteration 348Q: 26 clusters Score -3.862717e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 4952 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136646 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 12948 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 28604 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 25476 members 
Mstep: Class 16 contains 23924 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 78066 members 
Mstep: Class 19 contains 7982 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627124.000000 Penalty: 32088.166016
Iteration 349Q: 26 clusters Score -3.862712e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136640 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 10 contains 28591 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 25478 members 
Mstep: Class 16 contains 23947 members 
Mstep: Class 17 contains 8315 members 
Mstep: Class 18 contains 78061 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627184.000000 Penalty: 32088.166016
Iteration 350Q: 26 clusters Score -3.862718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 35182 members 
Mstep: Class 3 contains 4946 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136632 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 12946 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 6782 members 
Mstep: Class 10 contains 28582 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 25480 members 
Mstep: Class 16 contains 23965 members 
Mstep: Class 17 contains 8327 members 
Mstep: Class 18 contains 78057 members 
Mstep: Class 19 contains 7982 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 3197 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627184.000000 Penalty: 32088.166016
Iteration 351Q: 26 clusters Score -3.862718e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 35181 members 
Mstep: Class 3 contains 4947 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136629 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 6776 members 
Mstep: Class 10 contains 28573 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 17914 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 25481 members 
Mstep: Class 16 contains 23980 members 
Mstep: Class 17 contains 8334 members 
Mstep: Class 18 contains 78050 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2842 members 
Mstep: Class 25 contains 288753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627204.000000 Penalty: 32088.166016
Iteration 352Q: 26 clusters Score -3.86272e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35180 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136624 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 12942 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 6770 members 
Mstep: Class 10 contains 28566 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 17911 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 25482 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 8344 members 
Mstep: Class 18 contains 78045 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 3193 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627172.000000 Penalty: 32088.166016
Iteration 353Q: 26 clusters Score -3.862717e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35180 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 136620 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 12941 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 28555 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 25485 members 
Mstep: Class 16 contains 24022 members 
Mstep: Class 17 contains 8351 members 
Mstep: Class 18 contains 78040 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 3192 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627212.000000 Penalty: 32088.166016
Iteration 354Q: 26 clusters Score -3.862721e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35181 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 136613 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 12943 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 28542 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 25487 members 
Mstep: Class 16 contains 24036 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 78035 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 16113 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627244.000000 Penalty: 32088.166016
Iteration 355Q: 26 clusters Score -3.862724e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35176 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 136608 members 
Mstep: Class 6 contains 3893 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 28534 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 25491 members 
Mstep: Class 16 contains 24050 members 
Mstep: Class 17 contains 8372 members 
Mstep: Class 18 contains 78030 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627204.000000 Penalty: 32088.166016
Iteration 356Q: 26 clusters Score -3.86272e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 4104 members 
Mstep: Class 5 contains 136597 members 
Mstep: Class 6 contains 3891 members 
Mstep: Class 7 contains 12948 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 10 contains 28529 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 25494 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 8378 members 
Mstep: Class 18 contains 78029 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627232.000000 Penalty: 32088.166016
Iteration 357Q: 26 clusters Score -3.862723e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35175 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 4104 members 
Mstep: Class 5 contains 136590 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 12948 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 10 contains 28525 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 25495 members 
Mstep: Class 16 contains 24076 members 
Mstep: Class 17 contains 8382 members 
Mstep: Class 18 contains 78027 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627260.000000 Penalty: 32088.166016
Iteration 358Q: 26 clusters Score -3.862726e+07 nChanged 64
Entering ConstructFrom: 
Score: -38627260.000000 Penalty: 32088.166016
Entering ConstructFrom: 
Trying to split cluster 1 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -322778.281250 Penalty: 827.273682
	Iteration 0F: 2 clusters Score -322778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -318550.375000 Penalty: 1654.547363
	Iteration 0F: 3 clusters Score -318550.4 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -319988.500000 Penalty: 1654.547363
	Iteration 1F: 3 clusters Score -319988.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -320206.375000 Penalty: 1654.547363
	Iteration 2F: 3 clusters Score -320206.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -320421.343750 Penalty: 1654.547363
	Iteration 3F: 3 clusters Score -320421.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -320654.343750 Penalty: 1654.547363
	Iteration 4F: 3 clusters Score -320654.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -320914.375000 Penalty: 1654.547363
	Iteration 5F: 3 clusters Score -320914.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -321229.781250 Penalty: 1654.547363
	Iteration 6F: 3 clusters Score -321229.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -321558.718750 Penalty: 1654.547363
	Iteration 7F: 3 clusters Score -321558.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -321818.312500 Penalty: 1654.547363
	Iteration 8F: 3 clusters Score -321818.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -322008.156250 Penalty: 1654.547363
	Iteration 9Q: 3 clusters Score -322008.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -322113.906250 Penalty: 1654.547363
	Iteration 10Q: 3 clusters Score -322113.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -322168.500000 Penalty: 1654.547363
	Iteration 11Q: 3 clusters Score -322168.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -322209.125000 Penalty: 1654.547363
	Iteration 12Q: 3 clusters Score -322209.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -322236.281250 Penalty: 1654.547363
	Iteration 13Q: 3 clusters Score -322236.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -322258.343750 Penalty: 1654.547363
	Iteration 14Q: 3 clusters Score -322258.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -322280.125000 Penalty: 1654.547363
	Iteration 15Q: 3 clusters Score -322280.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -322295.937500 Penalty: 1654.547363
	Iteration 16Q: 3 clusters Score -322295.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -322306.500000 Penalty: 1654.547363
	Iteration 17Q: 3 clusters Score -322306.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -322313.562500 Penalty: 1654.547363
	Iteration 18Q: 3 clusters Score -322313.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -322317.687500 Penalty: 1654.547363
	Iteration 19Q: 3 clusters Score -322317.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -322319.562500 Penalty: 1654.547363
	Iteration 20F: 3 clusters Score -322319.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -322321.718750 Penalty: 1654.547363
	Iteration 21Q: 3 clusters Score -322321.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -322324.031250 Penalty: 1654.547363
	Iteration 22Q: 3 clusters Score -322324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -322324.593750 Penalty: 1654.547363
	Iteration 23Q: 3 clusters Score -322324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -322327.000000 Penalty: 1654.547363
	Iteration 24Q: 3 clusters Score -322327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -322328.531250 Penalty: 1654.547363
	Iteration 25Q: 3 clusters Score -322328.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -322330.593750 Penalty: 1654.547363
	Iteration 26Q: 3 clusters Score -322330.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -322332.062500 Penalty: 1654.547363
	Iteration 27Q: 3 clusters Score -322332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -322333.687500 Penalty: 1654.547363
	Iteration 28Q: 3 clusters Score -322333.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -322334.468750 Penalty: 1654.547363
	Iteration 29Q: 3 clusters Score -322334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -322335.468750 Penalty: 1654.547363
	Iteration 30Q: 3 clusters Score -322335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -322335.875000 Penalty: 1654.547363
	Iteration 31Q: 3 clusters Score -322335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -322335.625000 Penalty: 1654.547363
	Iteration 32Q: 3 clusters Score -322335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -322336.406250 Penalty: 1654.547363
	Iteration 33Q: 3 clusters Score -322336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -322336.093750 Penalty: 1654.547363
	Iteration 34Q: 3 clusters Score -322336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -322336.000000 Penalty: 1654.547363
	Iteration 35Q: 3 clusters Score -322336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -322336.562500 Penalty: 1654.547363
	Iteration 36Q: 3 clusters Score -322336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -322336.562500 Penalty: 1654.547363
	Iteration 37F: 3 clusters Score -322336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Entering Unmasked Estep 
Score: -2018096.625000 Penalty: 994.465942
	Iteration 0F: 2 clusters Score -2018097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1994593.000000 Penalty: 1988.931885
	Iteration 0F: 3 clusters Score -1994593 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2004083.750000 Penalty: 1988.931885
	Iteration 1F: 3 clusters Score -2004084 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2004677.250000 Penalty: 1988.931885
	Iteration 2Q: 3 clusters Score -2004677 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2005498.500000 Penalty: 1988.931885
	Iteration 3F: 3 clusters Score -2005498 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2006670.625000 Penalty: 1988.931885
	Iteration 4F: 3 clusters Score -2006671 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2008125.250000 Penalty: 1988.931885
	Iteration 5F: 3 clusters Score -2008125 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2009942.625000 Penalty: 1988.931885
	Iteration 6F: 3 clusters Score -2009943 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2011748.250000 Penalty: 1988.931885
	Iteration 7F: 3 clusters Score -2011748 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2013229.625000 Penalty: 1988.931885
	Iteration 8F: 3 clusters Score -2013230 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2014300.250000 Penalty: 1988.931885
	Iteration 9Q: 3 clusters Score -2014300 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2015084.125000 Penalty: 1988.931885
	Iteration 10Q: 3 clusters Score -2015084 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2015646.750000 Penalty: 1988.931885
	Iteration 11Q: 3 clusters Score -2015647 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2016090.375000 Penalty: 1988.931885
	Iteration 12Q: 3 clusters Score -2016090 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2016427.125000 Penalty: 1988.931885
	Iteration 13Q: 3 clusters Score -2016427 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2016653.000000 Penalty: 1988.931885
	Iteration 14Q: 3 clusters Score -2016653 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2016825.500000 Penalty: 1988.931885
	Iteration 15Q: 3 clusters Score -2016826 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2016959.875000 Penalty: 1988.931885
	Iteration 16Q: 3 clusters Score -2016960 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2017018.750000 Penalty: 1988.931885
	Iteration 17Q: 3 clusters Score -2017019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2017057.375000 Penalty: 1988.931885
	Iteration 18Q: 3 clusters Score -2017057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2017084.000000 Penalty: 1988.931885
	Iteration 19Q: 3 clusters Score -2017084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2017119.625000 Penalty: 1988.931885
	Iteration 20F: 3 clusters Score -2017120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2017140.000000 Penalty: 1988.931885
	Iteration 21Q: 3 clusters Score -2017140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2017152.750000 Penalty: 1988.931885
	Iteration 22Q: 3 clusters Score -2017153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2017167.750000 Penalty: 1988.931885
	Iteration 23Q: 3 clusters Score -2017168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2017177.250000 Penalty: 1988.931885
	Iteration 24Q: 3 clusters Score -2017177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2017185.375000 Penalty: 1988.931885
	Iteration 25Q: 3 clusters Score -2017185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2017197.000000 Penalty: 1988.931885
	Iteration 26Q: 3 clusters Score -2017197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2017207.250000 Penalty: 1988.931885
	Iteration 27Q: 3 clusters Score -2017207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2017222.000000 Penalty: 1988.931885
	Iteration 28Q: 3 clusters Score -2017222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2017239.500000 Penalty: 1988.931885
	Iteration 29Q: 3 clusters Score -2017240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2017251.000000 Penalty: 1988.931885
	Iteration 30Q: 3 clusters Score -2017251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2017262.000000 Penalty: 1988.931885
	Iteration 31Q: 3 clusters Score -2017262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2017271.000000 Penalty: 1988.931885
	Iteration 32Q: 3 clusters Score -2017271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2017271.250000 Penalty: 1988.931885
	Iteration 33Q: 3 clusters Score -2017271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2017272.500000 Penalty: 1988.931885
	Iteration 34Q: 3 clusters Score -2017272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2017273.375000 Penalty: 1988.931885
	Iteration 35Q: 3 clusters Score -2017273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2017277.000000 Penalty: 1988.931885
	Iteration 36Q: 3 clusters Score -2017277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2017278.500000 Penalty: 1988.931885
	Iteration 37Q: 3 clusters Score -2017278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2017277.750000 Penalty: 1988.931885
	Iteration 38Q: 3 clusters Score -2017278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2017277.750000 Penalty: 1988.931885
	Iteration 39F: 3 clusters Score -2017278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -237813.687500 Penalty: 808.005737
	Iteration 0F: 2 clusters Score -237813.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -234226.109375 Penalty: 1616.011475
	Iteration 0F: 3 clusters Score -234226.1 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -235410.718750 Penalty: 1616.011475
	Iteration 1F: 3 clusters Score -235410.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -235598.859375 Penalty: 1616.011475
	Iteration 2F: 3 clusters Score -235598.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -235773.734375 Penalty: 1616.011475
	Iteration 3F: 3 clusters Score -235773.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -235940.656250 Penalty: 1616.011475
	Iteration 4F: 3 clusters Score -235940.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -236124.234375 Penalty: 1616.011475
	Iteration 5F: 3 clusters Score -236124.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -236355.546875 Penalty: 1616.011475
	Iteration 6F: 3 clusters Score -236355.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -236652.875000 Penalty: 1616.011475
	Iteration 7F: 3 clusters Score -236652.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -236958.562500 Penalty: 1616.011475
	Iteration 8F: 3 clusters Score -236958.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -237165.250000 Penalty: 1616.011475
	Iteration 9Q: 3 clusters Score -237165.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -237294.421875 Penalty: 1616.011475
	Iteration 10Q: 3 clusters Score -237294.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -237365.593750 Penalty: 1616.011475
	Iteration 11Q: 3 clusters Score -237365.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -237401.734375 Penalty: 1616.011475
	Iteration 12Q: 3 clusters Score -237401.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -237428.343750 Penalty: 1616.011475
	Iteration 13Q: 3 clusters Score -237428.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -237448.109375 Penalty: 1616.011475
	Iteration 14Q: 3 clusters Score -237448.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -237461.937500 Penalty: 1616.011475
	Iteration 15Q: 3 clusters Score -237461.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -237473.421875 Penalty: 1616.011475
	Iteration 16Q: 3 clusters Score -237473.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -237480.015625 Penalty: 1616.011475
	Iteration 17Q: 3 clusters Score -237480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -237485.078125 Penalty: 1616.011475
	Iteration 18Q: 3 clusters Score -237485.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -237488.734375 Penalty: 1616.011475
	Iteration 19Q: 3 clusters Score -237488.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -237494.625000 Penalty: 1616.011475
	Iteration 20F: 3 clusters Score -237494.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -237498.468750 Penalty: 1616.011475
	Iteration 21Q: 3 clusters Score -237498.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -237500.359375 Penalty: 1616.011475
	Iteration 22Q: 3 clusters Score -237500.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -237502.093750 Penalty: 1616.011475
	Iteration 23Q: 3 clusters Score -237502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -237502.921875 Penalty: 1616.011475
	Iteration 24Q: 3 clusters Score -237502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -237502.984375 Penalty: 1616.011475
	Iteration 25Q: 3 clusters Score -237503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -237503.406250 Penalty: 1616.011475
	Iteration 26Q: 3 clusters Score -237503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -237503.640625 Penalty: 1616.011475
	Iteration 27Q: 3 clusters Score -237503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -237503.328125 Penalty: 1616.011475
	Iteration 28Q: 3 clusters Score -237503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -237504.578125 Penalty: 1616.011475
	Iteration 29Q: 3 clusters Score -237504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -237504.578125 Penalty: 1616.011475
	Iteration 30F: 3 clusters Score -237504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -211403.375000 Penalty: 790.373169
	Iteration 0F: 2 clusters Score -211403.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -208386.000000 Penalty: 1580.746338
	Iteration 0F: 3 clusters Score -208386 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -209359.703125 Penalty: 1580.746338
	Iteration 1F: 3 clusters Score -209359.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -209516.203125 Penalty: 1580.746338
	Iteration 2F: 3 clusters Score -209516.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -209694.500000 Penalty: 1580.746338
	Iteration 3F: 3 clusters Score -209694.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -209893.718750 Penalty: 1580.746338
	Iteration 4F: 3 clusters Score -209893.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -210111.500000 Penalty: 1580.746338
	Iteration 5F: 3 clusters Score -210111.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -210402.765625 Penalty: 1580.746338
	Iteration 6F: 3 clusters Score -210402.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210693.890625 Penalty: 1580.746338
	Iteration 7F: 3 clusters Score -210693.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -210927.078125 Penalty: 1580.746338
	Iteration 8F: 3 clusters Score -210927.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -211068.718750 Penalty: 1580.746338
	Iteration 9Q: 3 clusters Score -211068.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -211148.515625 Penalty: 1580.746338
	Iteration 10Q: 3 clusters Score -211148.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -211202.062500 Penalty: 1580.746338
	Iteration 11Q: 3 clusters Score -211202.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -211233.312500 Penalty: 1580.746338
	Iteration 12Q: 3 clusters Score -211233.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -211250.109375 Penalty: 1580.746338
	Iteration 13Q: 3 clusters Score -211250.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -211261.468750 Penalty: 1580.746338
	Iteration 14Q: 3 clusters Score -211261.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -211269.875000 Penalty: 1580.746338
	Iteration 15Q: 3 clusters Score -211269.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -211274.906250 Penalty: 1580.746338
	Iteration 16Q: 3 clusters Score -211274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -211277.078125 Penalty: 1580.746338
	Iteration 17Q: 3 clusters Score -211277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -211278.625000 Penalty: 1580.746338
	Iteration 18Q: 3 clusters Score -211278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -211279.640625 Penalty: 1580.746338
	Iteration 19Q: 3 clusters Score -211279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -211280.812500 Penalty: 1580.746338
	Iteration 20F: 3 clusters Score -211280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -211281.781250 Penalty: 1580.746338
	Iteration 21Q: 3 clusters Score -211281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -211282.796875 Penalty: 1580.746338
	Iteration 22Q: 3 clusters Score -211282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -211283.265625 Penalty: 1580.746338
	Iteration 23Q: 3 clusters Score -211283.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -211283.265625 Penalty: 1580.746338
	Iteration 24F: 3 clusters Score -211283.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (136582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136582 members 
Entering Unmasked Estep 
Score: -7430036.500000 Penalty: 1123.344604
	Iteration 0F: 2 clusters Score -7430036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -7337998.500000 Penalty: 2246.689209
	Iteration 0F: 3 clusters Score -7337998 nChanged 66422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -7378241.500000 Penalty: 2246.689209
	Iteration 1F: 3 clusters Score -7378242 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -7379645.500000 Penalty: 2246.689209
	Iteration 2Q: 3 clusters Score -7379646 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -7381918.000000 Penalty: 2246.689209
	Iteration 3Q: 3 clusters Score -7381918 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -7385604.500000 Penalty: 2246.689209
	Iteration 4F: 3 clusters Score -7385604 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -7391279.000000 Penalty: 2246.689209
	Iteration 5F: 3 clusters Score -7391279 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -7398963.500000 Penalty: 2246.689209
	Iteration 6F: 3 clusters Score -7398964 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -7407617.500000 Penalty: 2246.689209
	Iteration 7F: 3 clusters Score -7407618 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118365 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -7415062.500000 Penalty: 2246.689209
	Iteration 8F: 3 clusters Score -7415062 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123861 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -7420069.500000 Penalty: 2246.689209
	Iteration 9Q: 3 clusters Score -7420070 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127529 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -7423251.000000 Penalty: 2246.689209
	Iteration 10Q: 3 clusters Score -7423251 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -7425343.500000 Penalty: 2246.689209
	Iteration 11Q: 3 clusters Score -7425344 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -7426599.500000 Penalty: 2246.689209
	Iteration 12Q: 3 clusters Score -7426600 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7427513.500000 Penalty: 2246.689209
	Iteration 13Q: 3 clusters Score -7427514 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133849 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7428098.500000 Penalty: 2246.689209
	Iteration 14Q: 3 clusters Score -7428098 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134440 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7428453.500000 Penalty: 2246.689209
	Iteration 15Q: 3 clusters Score -7428454 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134814 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7428618.000000 Penalty: 2246.689209
	Iteration 16Q: 3 clusters Score -7428618 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135085 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7428756.500000 Penalty: 2246.689209
	Iteration 17Q: 3 clusters Score -7428756 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135288 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7428883.000000 Penalty: 2246.689209
	Iteration 18Q: 3 clusters Score -7428883 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135440 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7428974.500000 Penalty: 2246.689209
	Iteration 19Q: 3 clusters Score -7428974 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135568 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7428994.000000 Penalty: 2246.689209
	Iteration 20F: 3 clusters Score -7428994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135653 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7429034.500000 Penalty: 2246.689209
	Iteration 21Q: 3 clusters Score -7429034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135718 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7429063.000000 Penalty: 2246.689209
	Iteration 22Q: 3 clusters Score -7429063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135770 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7429075.000000 Penalty: 2246.689209
	Iteration 23Q: 3 clusters Score -7429075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135813 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7429098.500000 Penalty: 2246.689209
	Iteration 24Q: 3 clusters Score -7429098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135848 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7429104.500000 Penalty: 2246.689209
	Iteration 25Q: 3 clusters Score -7429104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135870 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7429124.500000 Penalty: 2246.689209
	Iteration 26Q: 3 clusters Score -7429124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135883 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7429147.000000 Penalty: 2246.689209
	Iteration 27Q: 3 clusters Score -7429147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135903 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7429151.000000 Penalty: 2246.689209
	Iteration 28Q: 3 clusters Score -7429151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135926 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7429168.500000 Penalty: 2246.689209
	Iteration 29Q: 3 clusters Score -7429168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135946 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7429173.500000 Penalty: 2246.689209
	Iteration 30Q: 3 clusters Score -7429174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135948 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7429186.500000 Penalty: 2246.689209
	Iteration 31Q: 3 clusters Score -7429186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135955 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7429189.000000 Penalty: 2246.689209
	Iteration 32Q: 3 clusters Score -7429189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7429189.000000 Penalty: 2246.689209
	Iteration 33Q: 3 clusters Score -7429189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135957 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7429187.000000 Penalty: 2246.689209
	Iteration 34Q: 3 clusters Score -7429187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135962 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7429194.500000 Penalty: 2246.689209
	Iteration 35Q: 3 clusters Score -7429194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135964 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7429190.500000 Penalty: 2246.689209
	Iteration 36Q: 3 clusters Score -7429190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135962 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7429191.000000 Penalty: 2246.689209
	Iteration 37Q: 3 clusters Score -7429191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135966 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7429183.000000 Penalty: 2246.689209
	Iteration 38Q: 3 clusters Score -7429183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7429178.500000 Penalty: 2246.689209
	Iteration 39Q: 3 clusters Score -7429178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7429178.500000 Penalty: 2246.689209
	Iteration 40F: 3 clusters Score -7429178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Entering Unmasked Estep 
Score: -188613.703125 Penalty: 785.236755
	Iteration 0F: 2 clusters Score -188613.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -185738.218750 Penalty: 1570.473511
	Iteration 0F: 3 clusters Score -185738.2 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -186911.500000 Penalty: 1570.473511
	Iteration 1F: 3 clusters Score -186911.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -187391.593750 Penalty: 1570.473511
	Iteration 2F: 3 clusters Score -187391.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -187749.656250 Penalty: 1570.473511
	Iteration 3F: 3 clusters Score -187749.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -187970.718750 Penalty: 1570.473511
	Iteration 4F: 3 clusters Score -187970.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -188083.703125 Penalty: 1570.473511
	Iteration 5Q: 3 clusters Score -188083.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -188134.890625 Penalty: 1570.473511
	Iteration 6Q: 3 clusters Score -188134.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -188161.796875 Penalty: 1570.473511
	Iteration 7Q: 3 clusters Score -188161.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -188184.531250 Penalty: 1570.473511
	Iteration 8Q: 3 clusters Score -188184.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -188197.187500 Penalty: 1570.473511
	Iteration 9Q: 3 clusters Score -188197.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -188203.265625 Penalty: 1570.473511
	Iteration 10Q: 3 clusters Score -188203.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -188208.062500 Penalty: 1570.473511
	Iteration 11Q: 3 clusters Score -188208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -188210.390625 Penalty: 1570.473511
	Iteration 12Q: 3 clusters Score -188210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -188211.937500 Penalty: 1570.473511
	Iteration 13Q: 3 clusters Score -188211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -188212.078125 Penalty: 1570.473511
	Iteration 14Q: 3 clusters Score -188212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -188213.796875 Penalty: 1570.473511
	Iteration 15Q: 3 clusters Score -188213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -188213.734375 Penalty: 1570.473511
	Iteration 16Q: 3 clusters Score -188213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -188214.484375 Penalty: 1570.473511
	Iteration 17Q: 3 clusters Score -188214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -188214.921875 Penalty: 1570.473511
	Iteration 18Q: 3 clusters Score -188214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -188214.796875 Penalty: 1570.473511
	Iteration 19Q: 3 clusters Score -188214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -188215.453125 Penalty: 1570.473511
	Iteration 20F: 3 clusters Score -188215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -188215.390625 Penalty: 1570.473511
	Iteration 21Q: 3 clusters Score -188215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -188215.500000 Penalty: 1570.473511
	Iteration 22Q: 3 clusters Score -188215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -188215.718750 Penalty: 1570.473511
	Iteration 23Q: 3 clusters Score -188215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -188215.843750 Penalty: 1570.473511
	Iteration 24Q: 3 clusters Score -188215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -188215.843750 Penalty: 1570.473511
	Iteration 25F: 3 clusters Score -188215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Entering Unmasked Estep 
Score: -696752.562500 Penalty: 899.504150
	Iteration 0F: 2 clusters Score -696752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -687957.187500 Penalty: 1799.008301
	Iteration 0F: 3 clusters Score -687957.2 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -691279.812500 Penalty: 1799.008301
	Iteration 1F: 3 clusters Score -691279.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -691568.875000 Penalty: 1799.008301
	Iteration 2F: 3 clusters Score -691568.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -691922.625000 Penalty: 1799.008301
	Iteration 3F: 3 clusters Score -691922.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -692387.812500 Penalty: 1799.008301
	Iteration 4F: 3 clusters Score -692387.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -692989.562500 Penalty: 1799.008301
	Iteration 5F: 3 clusters Score -692989.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -693628.125000 Penalty: 1799.008301
	Iteration 6F: 3 clusters Score -693628.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -694205.687500 Penalty: 1799.008301
	Iteration 7F: 3 clusters Score -694205.7 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -694755.625000 Penalty: 1799.008301
	Iteration 8F: 3 clusters Score -694755.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -695192.625000 Penalty: 1799.008301
	Iteration 9Q: 3 clusters Score -695192.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -695524.187500 Penalty: 1799.008301
	Iteration 10Q: 3 clusters Score -695524.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -695732.062500 Penalty: 1799.008301
	Iteration 11Q: 3 clusters Score -695732.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -695851.250000 Penalty: 1799.008301
	Iteration 12Q: 3 clusters Score -695851.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -695916.812500 Penalty: 1799.008301
	Iteration 13Q: 3 clusters Score -695916.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -695942.437500 Penalty: 1799.008301
	Iteration 14Q: 3 clusters Score -695942.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -695953.437500 Penalty: 1799.008301
	Iteration 15Q: 3 clusters Score -695953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -695958.187500 Penalty: 1799.008301
	Iteration 16Q: 3 clusters Score -695958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -695960.500000 Penalty: 1799.008301
	Iteration 17Q: 3 clusters Score -695960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -695960.937500 Penalty: 1799.008301
	Iteration 18Q: 3 clusters Score -695960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -695960.937500 Penalty: 1799.008301
	Iteration 19F: 3 clusters Score -695960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -350164.562500 Penalty: 834.437195
	Iteration 0F: 2 clusters Score -350164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -345622.875000 Penalty: 1668.874390
	Iteration 0F: 3 clusters Score -345622.9 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -347237.281250 Penalty: 1668.874390
	Iteration 1F: 3 clusters Score -347237.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -347530.406250 Penalty: 1668.874390
	Iteration 2F: 3 clusters Score -347530.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -347845.062500 Penalty: 1668.874390
	Iteration 3F: 3 clusters Score -347845.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -348155.625000 Penalty: 1668.874390
	Iteration 4F: 3 clusters Score -348155.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -348410.937500 Penalty: 1668.874390
	Iteration 5F: 3 clusters Score -348410.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -348628.843750 Penalty: 1668.874390
	Iteration 6Q: 3 clusters Score -348628.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -348772.343750 Penalty: 1668.874390
	Iteration 7Q: 3 clusters Score -348772.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -348875.093750 Penalty: 1668.874390
	Iteration 8Q: 3 clusters Score -348875.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -348950.156250 Penalty: 1668.874390
	Iteration 9Q: 3 clusters Score -348950.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -349021.531250 Penalty: 1668.874390
	Iteration 10Q: 3 clusters Score -349021.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -349076.593750 Penalty: 1668.874390
	Iteration 11Q: 3 clusters Score -349076.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -349130.406250 Penalty: 1668.874390
	Iteration 12Q: 3 clusters Score -349130.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -349187.093750 Penalty: 1668.874390
	Iteration 13Q: 3 clusters Score -349187.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -349250.531250 Penalty: 1668.874390
	Iteration 14Q: 3 clusters Score -349250.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -349316.875000 Penalty: 1668.874390
	Iteration 15Q: 3 clusters Score -349316.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -349377.125000 Penalty: 1668.874390
	Iteration 16Q: 3 clusters Score -349377.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -349426.531250 Penalty: 1668.874390
	Iteration 17Q: 3 clusters Score -349426.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -349461.531250 Penalty: 1668.874390
	Iteration 18Q: 3 clusters Score -349461.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -349495.562500 Penalty: 1668.874390
	Iteration 19Q: 3 clusters Score -349495.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -349517.687500 Penalty: 1668.874390
	Iteration 20F: 3 clusters Score -349517.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -349537.875000 Penalty: 1668.874390
	Iteration 21Q: 3 clusters Score -349537.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -349548.812500 Penalty: 1668.874390
	Iteration 22Q: 3 clusters Score -349548.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -349558.312500 Penalty: 1668.874390
	Iteration 23Q: 3 clusters Score -349558.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -349565.906250 Penalty: 1668.874390
	Iteration 24Q: 3 clusters Score -349565.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -349573.875000 Penalty: 1668.874390
	Iteration 25Q: 3 clusters Score -349573.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -349582.312500 Penalty: 1668.874390
	Iteration 26Q: 3 clusters Score -349582.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -349589.062500 Penalty: 1668.874390
	Iteration 27Q: 3 clusters Score -349589.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -349593.718750 Penalty: 1668.874390
	Iteration 28Q: 3 clusters Score -349593.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -349598.187500 Penalty: 1668.874390
	Iteration 29Q: 3 clusters Score -349598.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -349604.000000 Penalty: 1668.874390
	Iteration 30Q: 3 clusters Score -349604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -349608.625000 Penalty: 1668.874390
	Iteration 31Q: 3 clusters Score -349608.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -349613.468750 Penalty: 1668.874390
	Iteration 32Q: 3 clusters Score -349613.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -349616.406250 Penalty: 1668.874390
	Iteration 33Q: 3 clusters Score -349616.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -349617.937500 Penalty: 1668.874390
	Iteration 34Q: 3 clusters Score -349617.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -349620.437500 Penalty: 1668.874390
	Iteration 35Q: 3 clusters Score -349620.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -349621.281250 Penalty: 1668.874390
	Iteration 36Q: 3 clusters Score -349621.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -349624.187500 Penalty: 1668.874390
	Iteration 37Q: 3 clusters Score -349624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -349625.812500 Penalty: 1668.874390
	Iteration 38Q: 3 clusters Score -349625.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -349627.937500 Penalty: 1668.874390
	Iteration 39Q: 3 clusters Score -349627.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -349630.343750 Penalty: 1668.874390
	Iteration 40F: 3 clusters Score -349630.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -349630.562500 Penalty: 1668.874390
	Iteration 41Q: 3 clusters Score -349630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -349632.031250 Penalty: 1668.874390
	Iteration 42Q: 3 clusters Score -349632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -349632.687500 Penalty: 1668.874390
	Iteration 43Q: 3 clusters Score -349632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -349633.812500 Penalty: 1668.874390
	Iteration 44Q: 3 clusters Score -349633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -349635.312500 Penalty: 1668.874390
	Iteration 45Q: 3 clusters Score -349635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -349636.343750 Penalty: 1668.874390
	Iteration 46Q: 3 clusters Score -349636.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -349637.718750 Penalty: 1668.874390
	Iteration 47Q: 3 clusters Score -349637.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -349637.937500 Penalty: 1668.874390
	Iteration 48Q: 3 clusters Score -349637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -349637.187500 Penalty: 1668.874390
	Iteration 49Q: 3 clusters Score -349637.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -349637.187500 Penalty: 1668.874390
	Iteration 50F: 3 clusters Score -349637.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -389283.968750 Penalty: 837.417786
	Iteration 0F: 2 clusters Score -389284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -384573.812500 Penalty: 1674.835571
	Iteration 0F: 3 clusters Score -384573.8 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -386186.312500 Penalty: 1674.835571
	Iteration 1F: 3 clusters Score -386186.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -386407.812500 Penalty: 1674.835571
	Iteration 2F: 3 clusters Score -386407.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -386632.593750 Penalty: 1674.835571
	Iteration 3F: 3 clusters Score -386632.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -386863.625000 Penalty: 1674.835571
	Iteration 4F: 3 clusters Score -386863.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -387091.500000 Penalty: 1674.835571
	Iteration 5F: 3 clusters Score -387091.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -387388.468750 Penalty: 1674.835571
	Iteration 6F: 3 clusters Score -387388.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -387737.312500 Penalty: 1674.835571
	Iteration 7F: 3 clusters Score -387737.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -388044.937500 Penalty: 1674.835571
	Iteration 8Q: 3 clusters Score -388044.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -388233.406250 Penalty: 1674.835571
	Iteration 9Q: 3 clusters Score -388233.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -388322.437500 Penalty: 1674.835571
	Iteration 10Q: 3 clusters Score -388322.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -388381.625000 Penalty: 1674.835571
	Iteration 11Q: 3 clusters Score -388381.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -388425.625000 Penalty: 1674.835571
	Iteration 12Q: 3 clusters Score -388425.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -388463.156250 Penalty: 1674.835571
	Iteration 13Q: 3 clusters Score -388463.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -388482.187500 Penalty: 1674.835571
	Iteration 14Q: 3 clusters Score -388482.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -388497.000000 Penalty: 1674.835571
	Iteration 15Q: 3 clusters Score -388497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -388514.687500 Penalty: 1674.835571
	Iteration 16Q: 3 clusters Score -388514.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -388530.656250 Penalty: 1674.835571
	Iteration 17Q: 3 clusters Score -388530.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -388538.343750 Penalty: 1674.835571
	Iteration 18Q: 3 clusters Score -388538.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -388547.031250 Penalty: 1674.835571
	Iteration 19Q: 3 clusters Score -388547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -388550.718750 Penalty: 1674.835571
	Iteration 20F: 3 clusters Score -388550.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -388556.125000 Penalty: 1674.835571
	Iteration 21Q: 3 clusters Score -388556.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -388560.531250 Penalty: 1674.835571
	Iteration 22Q: 3 clusters Score -388560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -388563.625000 Penalty: 1674.835571
	Iteration 23Q: 3 clusters Score -388563.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -388568.468750 Penalty: 1674.835571
	Iteration 24Q: 3 clusters Score -388568.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -388571.625000 Penalty: 1674.835571
	Iteration 25Q: 3 clusters Score -388571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -388572.906250 Penalty: 1674.835571
	Iteration 26Q: 3 clusters Score -388572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -388575.187500 Penalty: 1674.835571
	Iteration 27Q: 3 clusters Score -388575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -388576.718750 Penalty: 1674.835571
	Iteration 28Q: 3 clusters Score -388576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -388578.218750 Penalty: 1674.835571
	Iteration 29Q: 3 clusters Score -388578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -388578.218750 Penalty: 1674.835571
	Iteration 30Q: 3 clusters Score -388578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -388579.156250 Penalty: 1674.835571
	Iteration 31Q: 3 clusters Score -388579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -388579.593750 Penalty: 1674.835571
	Iteration 32Q: 3 clusters Score -388579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -388579.375000 Penalty: 1674.835571
	Iteration 33Q: 3 clusters Score -388579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -388579.593750 Penalty: 1674.835571
	Iteration 34Q: 3 clusters Score -388579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -388580.625000 Penalty: 1674.835571
	Iteration 35Q: 3 clusters Score -388580.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -388580.625000 Penalty: 1674.835571
	Iteration 36F: 3 clusters Score -388580.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Entering Unmasked Estep 
Score: -1414869.750000 Penalty: 974.537598
	Iteration 0F: 2 clusters Score -1414870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1395806.125000 Penalty: 1949.075195
	Iteration 0F: 3 clusters Score -1395806 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1403440.625000 Penalty: 1949.075195
	Iteration 1F: 3 clusters Score -1403441 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1404067.500000 Penalty: 1949.075195
	Iteration 2Q: 3 clusters Score -1404068 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1405135.000000 Penalty: 1949.075195
	Iteration 3F: 3 clusters Score -1405135 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1406944.750000 Penalty: 1949.075195
	Iteration 4F: 3 clusters Score -1406945 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1409375.500000 Penalty: 1949.075195
	Iteration 5F: 3 clusters Score -1409376 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1411580.875000 Penalty: 1949.075195
	Iteration 6F: 3 clusters Score -1411581 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1412955.625000 Penalty: 1949.075195
	Iteration 7F: 3 clusters Score -1412956 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1413548.375000 Penalty: 1949.075195
	Iteration 8Q: 3 clusters Score -1413548 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1413784.125000 Penalty: 1949.075195
	Iteration 9Q: 3 clusters Score -1413784 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1413894.250000 Penalty: 1949.075195
	Iteration 10Q: 3 clusters Score -1413894 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1413971.750000 Penalty: 1949.075195
	Iteration 11Q: 3 clusters Score -1413972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1414012.500000 Penalty: 1949.075195
	Iteration 12Q: 3 clusters Score -1414012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1414042.375000 Penalty: 1949.075195
	Iteration 13Q: 3 clusters Score -1414042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1414060.250000 Penalty: 1949.075195
	Iteration 14Q: 3 clusters Score -1414060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1414075.500000 Penalty: 1949.075195
	Iteration 15Q: 3 clusters Score -1414076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1414089.625000 Penalty: 1949.075195
	Iteration 16Q: 3 clusters Score -1414090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1414107.250000 Penalty: 1949.075195
	Iteration 17Q: 3 clusters Score -1414107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1414112.000000 Penalty: 1949.075195
	Iteration 18Q: 3 clusters Score -1414112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1414112.625000 Penalty: 1949.075195
	Iteration 19Q: 3 clusters Score -1414113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1414114.625000 Penalty: 1949.075195
	Iteration 20F: 3 clusters Score -1414115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1414113.750000 Penalty: 1949.075195
	Iteration 21Q: 3 clusters Score -1414114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1414114.000000 Penalty: 1949.075195
	Iteration 22Q: 3 clusters Score -1414114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1414122.375000 Penalty: 1949.075195
	Iteration 23Q: 3 clusters Score -1414122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1414123.250000 Penalty: 1949.075195
	Iteration 24Q: 3 clusters Score -1414123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1414124.500000 Penalty: 1949.075195
	Iteration 25Q: 3 clusters Score -1414124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1414124.500000 Penalty: 1949.075195
	Iteration 26F: 3 clusters Score -1414124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -110277.671875 Penalty: 733.359497
	Iteration 0F: 2 clusters Score -110277.7 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 1131 members 
Entering Unmasked Estep 
Score: -108407.195312 Penalty: 1466.718994
	Iteration 0F: 3 clusters Score -108407.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -108954.445312 Penalty: 1466.718994
	Iteration 1F: 3 clusters Score -108954.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -109031.812500 Penalty: 1466.718994
	Iteration 2F: 3 clusters Score -109031.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -109073.632812 Penalty: 1466.718994
	Iteration 3Q: 3 clusters Score -109073.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -109105.562500 Penalty: 1466.718994
	Iteration 4Q: 3 clusters Score -109105.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -109135.390625 Penalty: 1466.718994
	Iteration 5Q: 3 clusters Score -109135.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -109164.617188 Penalty: 1466.718994
	Iteration 6Q: 3 clusters Score -109164.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -109193.257812 Penalty: 1466.718994
	Iteration 7Q: 3 clusters Score -109193.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -109225.679688 Penalty: 1466.718994
	Iteration 8Q: 3 clusters Score -109225.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -109262.953125 Penalty: 1466.718994
	Iteration 9Q: 3 clusters Score -109263 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -109317.828125 Penalty: 1466.718994
	Iteration 10Q: 3 clusters Score -109317.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -109371.796875 Penalty: 1466.718994
	Iteration 11Q: 3 clusters Score -109371.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -109422.312500 Penalty: 1466.718994
	Iteration 12Q: 3 clusters Score -109422.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -109472.078125 Penalty: 1466.718994
	Iteration 13Q: 3 clusters Score -109472.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -109529.218750 Penalty: 1466.718994
	Iteration 14Q: 3 clusters Score -109529.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -109579.320312 Penalty: 1466.718994
	Iteration 15Q: 3 clusters Score -109579.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -109636.921875 Penalty: 1466.718994
	Iteration 16Q: 3 clusters Score -109636.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -109685.812500 Penalty: 1466.718994
	Iteration 17Q: 3 clusters Score -109685.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -109723.859375 Penalty: 1466.718994
	Iteration 18Q: 3 clusters Score -109723.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -109744.867188 Penalty: 1466.718994
	Iteration 19Q: 3 clusters Score -109744.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -109764.312500 Penalty: 1466.718994
	Iteration 20F: 3 clusters Score -109764.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -109785.609375 Penalty: 1466.718994
	Iteration 21Q: 3 clusters Score -109785.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -109796.328125 Penalty: 1466.718994
	Iteration 22Q: 3 clusters Score -109796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -109804.132812 Penalty: 1466.718994
	Iteration 23Q: 3 clusters Score -109804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -109804.132812 Penalty: 1466.718994
	Iteration 24F: 3 clusters Score -109804.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Entering Unmasked Estep 
Score: -984639.625000 Penalty: 930.329956
	Iteration 0F: 2 clusters Score -984639.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -972653.250000 Penalty: 1860.659912
	Iteration 0F: 3 clusters Score -972653.2 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -977240.375000 Penalty: 1860.659912
	Iteration 1F: 3 clusters Score -977240.4 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -977538.875000 Penalty: 1860.659912
	Iteration 2Q: 3 clusters Score -977538.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -977867.000000 Penalty: 1860.659912
	Iteration 3Q: 3 clusters Score -977867 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -978251.937500 Penalty: 1860.659912
	Iteration 4F: 3 clusters Score -978251.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -978704.500000 Penalty: 1860.659912
	Iteration 5F: 3 clusters Score -978704.5 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -979231.875000 Penalty: 1860.659912
	Iteration 6F: 3 clusters Score -979231.9 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -979911.687500 Penalty: 1860.659912
	Iteration 7F: 3 clusters Score -979911.7 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -980705.375000 Penalty: 1860.659912
	Iteration 8F: 3 clusters Score -980705.4 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -981509.625000 Penalty: 1860.659912
	Iteration 9F: 3 clusters Score -981509.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -982232.562500 Penalty: 1860.659912
	Iteration 10F: 3 clusters Score -982232.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -982868.000000 Penalty: 1860.659912
	Iteration 11Q: 3 clusters Score -982868 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -983415.187500 Penalty: 1860.659912
	Iteration 12Q: 3 clusters Score -983415.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -983796.250000 Penalty: 1860.659912
	Iteration 13Q: 3 clusters Score -983796.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -984022.437500 Penalty: 1860.659912
	Iteration 14Q: 3 clusters Score -984022.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -984149.000000 Penalty: 1860.659912
	Iteration 15Q: 3 clusters Score -984149 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -984234.437500 Penalty: 1860.659912
	Iteration 16Q: 3 clusters Score -984234.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -984296.625000 Penalty: 1860.659912
	Iteration 17Q: 3 clusters Score -984296.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -984339.187500 Penalty: 1860.659912
	Iteration 18Q: 3 clusters Score -984339.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -984375.437500 Penalty: 1860.659912
	Iteration 19Q: 3 clusters Score -984375.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -984397.125000 Penalty: 1860.659912
	Iteration 20F: 3 clusters Score -984397.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -984418.375000 Penalty: 1860.659912
	Iteration 21Q: 3 clusters Score -984418.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -984430.312500 Penalty: 1860.659912
	Iteration 22Q: 3 clusters Score -984430.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -984439.250000 Penalty: 1860.659912
	Iteration 23Q: 3 clusters Score -984439.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -984444.562500 Penalty: 1860.659912
	Iteration 24Q: 3 clusters Score -984444.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -984445.937500 Penalty: 1860.659912
	Iteration 25Q: 3 clusters Score -984445.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -984453.500000 Penalty: 1860.659912
	Iteration 26Q: 3 clusters Score -984453.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -984460.812500 Penalty: 1860.659912
	Iteration 27Q: 3 clusters Score -984460.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -984467.500000 Penalty: 1860.659912
	Iteration 28Q: 3 clusters Score -984467.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -984470.500000 Penalty: 1860.659912
	Iteration 29Q: 3 clusters Score -984470.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -984473.875000 Penalty: 1860.659912
	Iteration 30Q: 3 clusters Score -984473.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -984474.375000 Penalty: 1860.659912
	Iteration 31Q: 3 clusters Score -984474.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -984477.375000 Penalty: 1860.659912
	Iteration 32Q: 3 clusters Score -984477.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -984479.562500 Penalty: 1860.659912
	Iteration 33Q: 3 clusters Score -984479.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -984482.250000 Penalty: 1860.659912
	Iteration 34Q: 3 clusters Score -984482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -984478.937500 Penalty: 1860.659912
	Iteration 35Q: 3 clusters Score -984478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -984480.875000 Penalty: 1860.659912
	Iteration 36Q: 3 clusters Score -984480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -984479.000000 Penalty: 1860.659912
	Iteration 37Q: 3 clusters Score -984479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -984479.500000 Penalty: 1860.659912
	Iteration 38Q: 3 clusters Score -984479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -984481.437500 Penalty: 1860.659912
	Iteration 39Q: 3 clusters Score -984481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -984482.437500 Penalty: 1860.659912
	Iteration 40F: 3 clusters Score -984482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -984482.187500 Penalty: 1860.659912
	Iteration 41Q: 3 clusters Score -984482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -984481.125000 Penalty: 1860.659912
	Iteration 42Q: 3 clusters Score -984481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -984482.500000 Penalty: 1860.659912
	Iteration 43Q: 3 clusters Score -984482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -984480.875000 Penalty: 1860.659912
	Iteration 44Q: 3 clusters Score -984480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -984481.687500 Penalty: 1860.659912
	Iteration 45Q: 3 clusters Score -984481.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -984482.500000 Penalty: 1860.659912
	Iteration 46Q: 3 clusters Score -984482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -984483.000000 Penalty: 1860.659912
	Iteration 47Q: 3 clusters Score -984483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -984483.000000 Penalty: 1860.659912
	Iteration 48F: 3 clusters Score -984483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -126103.421875 Penalty: 739.880066
	Iteration 0F: 2 clusters Score -126103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -124144.695312 Penalty: 1479.760132
	Iteration 0F: 3 clusters Score -124144.7 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -124783.664062 Penalty: 1479.760132
	Iteration 1F: 3 clusters Score -124783.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -124966.437500 Penalty: 1479.760132
	Iteration 2F: 3 clusters Score -124966.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -125105.046875 Penalty: 1479.760132
	Iteration 3F: 3 clusters Score -125105 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -125230.742188 Penalty: 1479.760132
	Iteration 4F: 3 clusters Score -125230.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -125325.765625 Penalty: 1479.760132
	Iteration 5F: 3 clusters Score -125325.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -125400.765625 Penalty: 1479.760132
	Iteration 6Q: 3 clusters Score -125400.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -125459.117188 Penalty: 1479.760132
	Iteration 7Q: 3 clusters Score -125459.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125492.195312 Penalty: 1479.760132
	Iteration 8Q: 3 clusters Score -125492.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -125524.500000 Penalty: 1479.760132
	Iteration 9Q: 3 clusters Score -125524.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -125554.851562 Penalty: 1479.760132
	Iteration 10Q: 3 clusters Score -125554.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -125581.101562 Penalty: 1479.760132
	Iteration 11Q: 3 clusters Score -125581.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -125611.226562 Penalty: 1479.760132
	Iteration 12Q: 3 clusters Score -125611.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -125636.968750 Penalty: 1479.760132
	Iteration 13Q: 3 clusters Score -125637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -125659.578125 Penalty: 1479.760132
	Iteration 14Q: 3 clusters Score -125659.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125675.781250 Penalty: 1479.760132
	Iteration 15Q: 3 clusters Score -125675.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125690.273438 Penalty: 1479.760132
	Iteration 16Q: 3 clusters Score -125690.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125706.031250 Penalty: 1479.760132
	Iteration 17Q: 3 clusters Score -125706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125723.625000 Penalty: 1479.760132
	Iteration 18Q: 3 clusters Score -125723.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -125743.218750 Penalty: 1479.760132
	Iteration 19Q: 3 clusters Score -125743.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125758.242188 Penalty: 1479.760132
	Iteration 20F: 3 clusters Score -125758.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125771.523438 Penalty: 1479.760132
	Iteration 21Q: 3 clusters Score -125771.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125786.632812 Penalty: 1479.760132
	Iteration 22Q: 3 clusters Score -125786.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -125802.359375 Penalty: 1479.760132
	Iteration 23Q: 3 clusters Score -125802.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -125821.656250 Penalty: 1479.760132
	Iteration 24Q: 3 clusters Score -125821.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -125835.890625 Penalty: 1479.760132
	Iteration 25Q: 3 clusters Score -125835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -125847.968750 Penalty: 1479.760132
	Iteration 26Q: 3 clusters Score -125848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -125861.820312 Penalty: 1479.760132
	Iteration 27Q: 3 clusters Score -125861.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -125871.203125 Penalty: 1479.760132
	Iteration 28Q: 3 clusters Score -125871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -125877.921875 Penalty: 1479.760132
	Iteration 29Q: 3 clusters Score -125877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -125889.656250 Penalty: 1479.760132
	Iteration 30Q: 3 clusters Score -125889.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -125900.234375 Penalty: 1479.760132
	Iteration 31Q: 3 clusters Score -125900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -125911.164062 Penalty: 1479.760132
	Iteration 32Q: 3 clusters Score -125911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -125919.140625 Penalty: 1479.760132
	Iteration 33Q: 3 clusters Score -125919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -125926.812500 Penalty: 1479.760132
	Iteration 34Q: 3 clusters Score -125926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -125946.125000 Penalty: 1479.760132
	Iteration 35Q: 3 clusters Score -125946.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -125960.015625 Penalty: 1479.760132
	Iteration 36Q: 3 clusters Score -125960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -125963.281250 Penalty: 1479.760132
	Iteration 37Q: 3 clusters Score -125963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -125963.679688 Penalty: 1479.760132
	Iteration 38Q: 3 clusters Score -125963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -125965.218750 Penalty: 1479.760132
	Iteration 39Q: 3 clusters Score -125965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -125967.281250 Penalty: 1479.760132
	Iteration 40F: 3 clusters Score -125967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -125972.921875 Penalty: 1479.760132
	Iteration 41Q: 3 clusters Score -125972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -125978.343750 Penalty: 1479.760132
	Iteration 42Q: 3 clusters Score -125978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -125984.515625 Penalty: 1479.760132
	Iteration 43Q: 3 clusters Score -125984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -125989.617188 Penalty: 1479.760132
	Iteration 44Q: 3 clusters Score -125989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -125993.007812 Penalty: 1479.760132
	Iteration 45Q: 3 clusters Score -125993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -125995.937500 Penalty: 1479.760132
	Iteration 46Q: 3 clusters Score -125995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -125995.937500 Penalty: 1479.760132
	Iteration 47F: 3 clusters Score -125995.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Entering Unmasked Estep 
Score: -352821.062500 Penalty: 838.148560
	Iteration 0F: 2 clusters Score -352821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -348087.187500 Penalty: 1676.297119
	Iteration 0F: 3 clusters Score -348087.2 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -349514.625000 Penalty: 1676.297119
	Iteration 1F: 3 clusters Score -349514.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -349650.468750 Penalty: 1676.297119
	Iteration 2F: 3 clusters Score -349650.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -349760.625000 Penalty: 1676.297119
	Iteration 3Q: 3 clusters Score -349760.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -349848.093750 Penalty: 1676.297119
	Iteration 4Q: 3 clusters Score -349848.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -349915.718750 Penalty: 1676.297119
	Iteration 5Q: 3 clusters Score -349915.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -349989.312500 Penalty: 1676.297119
	Iteration 6Q: 3 clusters Score -349989.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -350060.562500 Penalty: 1676.297119
	Iteration 7Q: 3 clusters Score -350060.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -350137.437500 Penalty: 1676.297119
	Iteration 8Q: 3 clusters Score -350137.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -350231.406250 Penalty: 1676.297119
	Iteration 9Q: 3 clusters Score -350231.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -350351.656250 Penalty: 1676.297119
	Iteration 10Q: 3 clusters Score -350351.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -350508.062500 Penalty: 1676.297119
	Iteration 11Q: 3 clusters Score -350508.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -350743.531250 Penalty: 1676.297119
	Iteration 12F: 3 clusters Score -350743.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -351050.781250 Penalty: 1676.297119
	Iteration 13F: 3 clusters Score -351050.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -351353.937500 Penalty: 1676.297119
	Iteration 14F: 3 clusters Score -351353.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -351635.187500 Penalty: 1676.297119
	Iteration 15Q: 3 clusters Score -351635.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -351827.312500 Penalty: 1676.297119
	Iteration 16Q: 3 clusters Score -351827.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -351928.656250 Penalty: 1676.297119
	Iteration 17Q: 3 clusters Score -351928.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -352000.000000 Penalty: 1676.297119
	Iteration 18Q: 3 clusters Score -352000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -352052.218750 Penalty: 1676.297119
	Iteration 19Q: 3 clusters Score -352052.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -352080.968750 Penalty: 1676.297119
	Iteration 20F: 3 clusters Score -352081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -352103.125000 Penalty: 1676.297119
	Iteration 21Q: 3 clusters Score -352103.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -352119.218750 Penalty: 1676.297119
	Iteration 22Q: 3 clusters Score -352119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -352133.812500 Penalty: 1676.297119
	Iteration 23Q: 3 clusters Score -352133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -352138.656250 Penalty: 1676.297119
	Iteration 24Q: 3 clusters Score -352138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -352139.718750 Penalty: 1676.297119
	Iteration 25Q: 3 clusters Score -352139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -352141.937500 Penalty: 1676.297119
	Iteration 26Q: 3 clusters Score -352141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -352141.937500 Penalty: 1676.297119
	Iteration 27F: 3 clusters Score -352141.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Entering Unmasked Estep 
Score: -1370881.000000 Penalty: 963.907471
	Iteration 0F: 2 clusters Score -1370881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1353829.875000 Penalty: 1927.814941
	Iteration 0F: 3 clusters Score -1353830 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1360884.875000 Penalty: 1927.814941
	Iteration 1F: 3 clusters Score -1360885 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1361427.125000 Penalty: 1927.814941
	Iteration 2Q: 3 clusters Score -1361427 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1362062.375000 Penalty: 1927.814941
	Iteration 3F: 3 clusters Score -1362062 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1362810.125000 Penalty: 1927.814941
	Iteration 4F: 3 clusters Score -1362810 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1363765.125000 Penalty: 1927.814941
	Iteration 5F: 3 clusters Score -1363765 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1364964.875000 Penalty: 1927.814941
	Iteration 6F: 3 clusters Score -1364965 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1366263.125000 Penalty: 1927.814941
	Iteration 7F: 3 clusters Score -1366263 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1367338.000000 Penalty: 1927.814941
	Iteration 8F: 3 clusters Score -1367338 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1368123.375000 Penalty: 1927.814941
	Iteration 9Q: 3 clusters Score -1368123 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1368655.000000 Penalty: 1927.814941
	Iteration 10Q: 3 clusters Score -1368655 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1369022.375000 Penalty: 1927.814941
	Iteration 11Q: 3 clusters Score -1369022 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1369279.750000 Penalty: 1927.814941
	Iteration 12Q: 3 clusters Score -1369280 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1369451.750000 Penalty: 1927.814941
	Iteration 13Q: 3 clusters Score -1369452 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1369597.500000 Penalty: 1927.814941
	Iteration 14Q: 3 clusters Score -1369598 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1369697.000000 Penalty: 1927.814941
	Iteration 15Q: 3 clusters Score -1369697 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1369781.250000 Penalty: 1927.814941
	Iteration 16Q: 3 clusters Score -1369781 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1369855.375000 Penalty: 1927.814941
	Iteration 17Q: 3 clusters Score -1369855 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1369914.500000 Penalty: 1927.814941
	Iteration 18Q: 3 clusters Score -1369914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1369968.500000 Penalty: 1927.814941
	Iteration 19Q: 3 clusters Score -1369968 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1370005.000000 Penalty: 1927.814941
	Iteration 20F: 3 clusters Score -1370005 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1370035.375000 Penalty: 1927.814941
	Iteration 21Q: 3 clusters Score -1370035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1370055.250000 Penalty: 1927.814941
	Iteration 22Q: 3 clusters Score -1370055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1370069.125000 Penalty: 1927.814941
	Iteration 23Q: 3 clusters Score -1370069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1370081.750000 Penalty: 1927.814941
	Iteration 24Q: 3 clusters Score -1370082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1370089.375000 Penalty: 1927.814941
	Iteration 25Q: 3 clusters Score -1370089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1370103.875000 Penalty: 1927.814941
	Iteration 26Q: 3 clusters Score -1370104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1370110.000000 Penalty: 1927.814941
	Iteration 27Q: 3 clusters Score -1370110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1370120.875000 Penalty: 1927.814941
	Iteration 28Q: 3 clusters Score -1370121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1370133.500000 Penalty: 1927.814941
	Iteration 29Q: 3 clusters Score -1370134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1370141.375000 Penalty: 1927.814941
	Iteration 30Q: 3 clusters Score -1370141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1370151.750000 Penalty: 1927.814941
	Iteration 31Q: 3 clusters Score -1370152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1370158.125000 Penalty: 1927.814941
	Iteration 32Q: 3 clusters Score -1370158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1370163.250000 Penalty: 1927.814941
	Iteration 33Q: 3 clusters Score -1370163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1370170.750000 Penalty: 1927.814941
	Iteration 34Q: 3 clusters Score -1370171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1370178.250000 Penalty: 1927.814941
	Iteration 35Q: 3 clusters Score -1370178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1370186.625000 Penalty: 1927.814941
	Iteration 36Q: 3 clusters Score -1370187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1370196.750000 Penalty: 1927.814941
	Iteration 37Q: 3 clusters Score -1370197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1370205.125000 Penalty: 1927.814941
	Iteration 38Q: 3 clusters Score -1370205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1370214.750000 Penalty: 1927.814941
	Iteration 39Q: 3 clusters Score -1370215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1370226.125000 Penalty: 1927.814941
	Iteration 40F: 3 clusters Score -1370226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1370237.750000 Penalty: 1927.814941
	Iteration 41Q: 3 clusters Score -1370238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1370249.000000 Penalty: 1927.814941
	Iteration 42Q: 3 clusters Score -1370249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1370254.500000 Penalty: 1927.814941
	Iteration 43Q: 3 clusters Score -1370254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1370259.250000 Penalty: 1927.814941
	Iteration 44Q: 3 clusters Score -1370259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1370260.875000 Penalty: 1927.814941
	Iteration 45Q: 3 clusters Score -1370261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1370268.625000 Penalty: 1927.814941
	Iteration 46Q: 3 clusters Score -1370269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1370272.375000 Penalty: 1927.814941
	Iteration 47Q: 3 clusters Score -1370272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1370274.500000 Penalty: 1927.814941
	Iteration 48Q: 3 clusters Score -1370274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1370278.875000 Penalty: 1927.814941
	Iteration 49Q: 3 clusters Score -1370279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1370284.125000 Penalty: 1927.814941
	Iteration 50Q: 3 clusters Score -1370284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1370286.500000 Penalty: 1927.814941
	Iteration 51Q: 3 clusters Score -1370286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1370289.625000 Penalty: 1927.814941
	Iteration 52Q: 3 clusters Score -1370290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1370291.250000 Penalty: 1927.814941
	Iteration 53Q: 3 clusters Score -1370291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1370292.125000 Penalty: 1927.814941
	Iteration 54Q: 3 clusters Score -1370292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1370295.875000 Penalty: 1927.814941
	Iteration 55Q: 3 clusters Score -1370296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1370295.250000 Penalty: 1927.814941
	Iteration 56Q: 3 clusters Score -1370295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1370297.625000 Penalty: 1927.814941
	Iteration 57Q: 3 clusters Score -1370298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1370299.750000 Penalty: 1927.814941
	Iteration 58Q: 3 clusters Score -1370300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1370299.875000 Penalty: 1927.814941
	Iteration 59Q: 3 clusters Score -1370300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1370299.875000 Penalty: 1927.814941
	Iteration 60F: 3 clusters Score -1370300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Entering Unmasked Estep 
Score: -1513803.250000 Penalty: 958.507446
	Iteration 0F: 2 clusters Score -1513803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1497571.750000 Penalty: 1917.014893
	Iteration 0F: 3 clusters Score -1497572 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1503969.125000 Penalty: 1917.014893
	Iteration 1F: 3 clusters Score -1503969 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1504227.375000 Penalty: 1917.014893
	Iteration 2Q: 3 clusters Score -1504227 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1504551.375000 Penalty: 1917.014893
	Iteration 3Q: 3 clusters Score -1504551 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1505013.750000 Penalty: 1917.014893
	Iteration 4Q: 3 clusters Score -1505014 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1505736.750000 Penalty: 1917.014893
	Iteration 5Q: 3 clusters Score -1505737 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1506860.000000 Penalty: 1917.014893
	Iteration 6F: 3 clusters Score -1506860 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1508251.000000 Penalty: 1917.014893
	Iteration 7F: 3 clusters Score -1508251 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1509364.625000 Penalty: 1917.014893
	Iteration 8F: 3 clusters Score -1509365 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1509945.375000 Penalty: 1917.014893
	Iteration 9Q: 3 clusters Score -1509945 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1510223.000000 Penalty: 1917.014893
	Iteration 10Q: 3 clusters Score -1510223 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1510401.750000 Penalty: 1917.014893
	Iteration 11Q: 3 clusters Score -1510402 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1510567.500000 Penalty: 1917.014893
	Iteration 12Q: 3 clusters Score -1510568 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -1510706.875000 Penalty: 1917.014893
	Iteration 13Q: 3 clusters Score -1510707 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -1510843.125000 Penalty: 1917.014893
	Iteration 14Q: 3 clusters Score -1510843 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1510978.625000 Penalty: 1917.014893
	Iteration 15Q: 3 clusters Score -1510979 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1511114.625000 Penalty: 1917.014893
	Iteration 16Q: 3 clusters Score -1511115 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -1511241.875000 Penalty: 1917.014893
	Iteration 17Q: 3 clusters Score -1511242 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -1511376.500000 Penalty: 1917.014893
	Iteration 18Q: 3 clusters Score -1511376 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -1511503.250000 Penalty: 1917.014893
	Iteration 19Q: 3 clusters Score -1511503 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -1511614.750000 Penalty: 1917.014893
	Iteration 20F: 3 clusters Score -1511615 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -1511724.000000 Penalty: 1917.014893
	Iteration 21Q: 3 clusters Score -1511724 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -1511870.875000 Penalty: 1917.014893
	Iteration 22Q: 3 clusters Score -1511871 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -1512013.375000 Penalty: 1917.014893
	Iteration 23Q: 3 clusters Score -1512013 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -1512161.125000 Penalty: 1917.014893
	Iteration 24Q: 3 clusters Score -1512161 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -1512275.125000 Penalty: 1917.014893
	Iteration 25Q: 3 clusters Score -1512275 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -1512397.125000 Penalty: 1917.014893
	Iteration 26Q: 3 clusters Score -1512397 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -1512496.000000 Penalty: 1917.014893
	Iteration 27Q: 3 clusters Score -1512496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -1512585.875000 Penalty: 1917.014893
	Iteration 28Q: 3 clusters Score -1512586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -1512669.500000 Penalty: 1917.014893
	Iteration 29Q: 3 clusters Score -1512670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -1512743.625000 Penalty: 1917.014893
	Iteration 30Q: 3 clusters Score -1512744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -1512802.000000 Penalty: 1917.014893
	Iteration 31Q: 3 clusters Score -1512802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -1512837.625000 Penalty: 1917.014893
	Iteration 32Q: 3 clusters Score -1512838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -1512859.875000 Penalty: 1917.014893
	Iteration 33Q: 3 clusters Score -1512860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -1512876.875000 Penalty: 1917.014893
	Iteration 34Q: 3 clusters Score -1512877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -1512894.625000 Penalty: 1917.014893
	Iteration 35Q: 3 clusters Score -1512895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -1512910.375000 Penalty: 1917.014893
	Iteration 36Q: 3 clusters Score -1512910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -1512920.125000 Penalty: 1917.014893
	Iteration 37Q: 3 clusters Score -1512920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -1512926.250000 Penalty: 1917.014893
	Iteration 38Q: 3 clusters Score -1512926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -1512929.000000 Penalty: 1917.014893
	Iteration 39Q: 3 clusters Score -1512929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -1512931.875000 Penalty: 1917.014893
	Iteration 40F: 3 clusters Score -1512932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -1512937.375000 Penalty: 1917.014893
	Iteration 41Q: 3 clusters Score -1512937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -1512937.000000 Penalty: 1917.014893
	Iteration 42Q: 3 clusters Score -1512937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -1512937.000000 Penalty: 1917.014893
	Iteration 43F: 3 clusters Score -1512937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Entering Unmasked Estep 
Score: -395268.281250 Penalty: 858.271606
	Iteration 0F: 2 clusters Score -395268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -389544.437500 Penalty: 1716.543213
	Iteration 0F: 3 clusters Score -389544.4 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -391730.687500 Penalty: 1716.543213
	Iteration 1F: 3 clusters Score -391730.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -392075.937500 Penalty: 1716.543213
	Iteration 2F: 3 clusters Score -392075.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -392424.968750 Penalty: 1716.543213
	Iteration 3F: 3 clusters Score -392425 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -392766.750000 Penalty: 1716.543213
	Iteration 4F: 3 clusters Score -392766.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -393066.937500 Penalty: 1716.543213
	Iteration 5F: 3 clusters Score -393066.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -393341.406250 Penalty: 1716.543213
	Iteration 6F: 3 clusters Score -393341.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -393584.218750 Penalty: 1716.543213
	Iteration 7Q: 3 clusters Score -393584.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -393803.562500 Penalty: 1716.543213
	Iteration 8Q: 3 clusters Score -393803.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -393992.031250 Penalty: 1716.543213
	Iteration 9Q: 3 clusters Score -393992 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -394141.000000 Penalty: 1716.543213
	Iteration 10Q: 3 clusters Score -394141 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -394265.375000 Penalty: 1716.543213
	Iteration 11Q: 3 clusters Score -394265.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -394353.156250 Penalty: 1716.543213
	Iteration 12Q: 3 clusters Score -394353.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -394426.718750 Penalty: 1716.543213
	Iteration 13Q: 3 clusters Score -394426.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -394477.531250 Penalty: 1716.543213
	Iteration 14Q: 3 clusters Score -394477.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -394504.250000 Penalty: 1716.543213
	Iteration 15Q: 3 clusters Score -394504.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -394525.468750 Penalty: 1716.543213
	Iteration 16Q: 3 clusters Score -394525.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -394541.531250 Penalty: 1716.543213
	Iteration 17Q: 3 clusters Score -394541.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -394557.218750 Penalty: 1716.543213
	Iteration 18Q: 3 clusters Score -394557.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -394571.843750 Penalty: 1716.543213
	Iteration 19Q: 3 clusters Score -394571.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -394578.875000 Penalty: 1716.543213
	Iteration 20F: 3 clusters Score -394578.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -394586.937500 Penalty: 1716.543213
	Iteration 21Q: 3 clusters Score -394586.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -394594.687500 Penalty: 1716.543213
	Iteration 22Q: 3 clusters Score -394594.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -394600.250000 Penalty: 1716.543213
	Iteration 23Q: 3 clusters Score -394600.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -394603.125000 Penalty: 1716.543213
	Iteration 24Q: 3 clusters Score -394603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -394606.312500 Penalty: 1716.543213
	Iteration 25Q: 3 clusters Score -394606.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -394608.312500 Penalty: 1716.543213
	Iteration 26Q: 3 clusters Score -394608.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -394610.312500 Penalty: 1716.543213
	Iteration 27Q: 3 clusters Score -394610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -394611.687500 Penalty: 1716.543213
	Iteration 28Q: 3 clusters Score -394611.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -394612.468750 Penalty: 1716.543213
	Iteration 29Q: 3 clusters Score -394612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -394614.375000 Penalty: 1716.543213
	Iteration 30Q: 3 clusters Score -394614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -394616.968750 Penalty: 1716.543213
	Iteration 31Q: 3 clusters Score -394617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -394618.093750 Penalty: 1716.543213
	Iteration 32Q: 3 clusters Score -394618.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -394619.406250 Penalty: 1716.543213
	Iteration 33Q: 3 clusters Score -394619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -394620.843750 Penalty: 1716.543213
	Iteration 34Q: 3 clusters Score -394620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -394622.093750 Penalty: 1716.543213
	Iteration 35Q: 3 clusters Score -394622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -394621.375000 Penalty: 1716.543213
	Iteration 36Q: 3 clusters Score -394621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -394622.781250 Penalty: 1716.543213
	Iteration 37Q: 3 clusters Score -394622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -394622.156250 Penalty: 1716.543213
	Iteration 38Q: 3 clusters Score -394622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -394623.687500 Penalty: 1716.543213
	Iteration 39Q: 3 clusters Score -394623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -394623.500000 Penalty: 1716.543213
	Iteration 40F: 3 clusters Score -394623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -394624.250000 Penalty: 1716.543213
	Iteration 41Q: 3 clusters Score -394624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -394624.812500 Penalty: 1716.543213
	Iteration 42Q: 3 clusters Score -394624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -394625.187500 Penalty: 1716.543213
	Iteration 43Q: 3 clusters Score -394625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -394625.875000 Penalty: 1716.543213
	Iteration 44Q: 3 clusters Score -394625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -394626.125000 Penalty: 1716.543213
	Iteration 45Q: 3 clusters Score -394626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -394627.562500 Penalty: 1716.543213
	Iteration 46Q: 3 clusters Score -394627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -394629.093750 Penalty: 1716.543213
	Iteration 47Q: 3 clusters Score -394629.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -394632.437500 Penalty: 1716.543213
	Iteration 48Q: 3 clusters Score -394632.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -394636.093750 Penalty: 1716.543213
	Iteration 49Q: 3 clusters Score -394636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -394637.937500 Penalty: 1716.543213
	Iteration 50Q: 3 clusters Score -394637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -394639.187500 Penalty: 1716.543213
	Iteration 51Q: 3 clusters Score -394639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -394639.343750 Penalty: 1716.543213
	Iteration 52Q: 3 clusters Score -394639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -394641.312500 Penalty: 1716.543213
	Iteration 53Q: 3 clusters Score -394641.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -394643.093750 Penalty: 1716.543213
	Iteration 54Q: 3 clusters Score -394643.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -394647.468750 Penalty: 1716.543213
	Iteration 55Q: 3 clusters Score -394647.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -394649.593750 Penalty: 1716.543213
	Iteration 56Q: 3 clusters Score -394649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -394651.187500 Penalty: 1716.543213
	Iteration 57Q: 3 clusters Score -394651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -394651.500000 Penalty: 1716.543213
	Iteration 58Q: 3 clusters Score -394651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -394652.500000 Penalty: 1716.543213
	Iteration 59Q: 3 clusters Score -394652.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -394653.812500 Penalty: 1716.543213
	Iteration 60F: 3 clusters Score -394653.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -394653.312500 Penalty: 1716.543213
	Iteration 61Q: 3 clusters Score -394653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -394654.468750 Penalty: 1716.543213
	Iteration 62Q: 3 clusters Score -394654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -394654.281250 Penalty: 1716.543213
	Iteration 63Q: 3 clusters Score -394654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -394654.000000 Penalty: 1716.543213
	Iteration 64Q: 3 clusters Score -394654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -394654.000000 Penalty: 1716.543213
	Iteration 65F: 3 clusters Score -394654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Entering Unmasked Estep 
Score: -4220386.500000 Penalty: 1070.155762
	Iteration 0F: 2 clusters Score -4220386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4167942.000000 Penalty: 2140.311523
	Iteration 0F: 3 clusters Score -4167942 nChanged 37560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4190137.000000 Penalty: 2140.311523
	Iteration 1F: 3 clusters Score -4190137 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -4191515.000000 Penalty: 2140.311523
	Iteration 2Q: 3 clusters Score -4191515 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -4193714.000000 Penalty: 2140.311523
	Iteration 3F: 3 clusters Score -4193714 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -4196873.500000 Penalty: 2140.311523
	Iteration 4F: 3 clusters Score -4196874 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4201091.500000 Penalty: 2140.311523
	Iteration 5F: 3 clusters Score -4201092 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -4206044.000000 Penalty: 2140.311523
	Iteration 6F: 3 clusters Score -4206044 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -4211113.000000 Penalty: 2140.311523
	Iteration 7F: 3 clusters Score -4211113 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4215171.000000 Penalty: 2140.311523
	Iteration 8F: 3 clusters Score -4215171 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4217665.000000 Penalty: 2140.311523
	Iteration 9Q: 3 clusters Score -4217665 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4218786.500000 Penalty: 2140.311523
	Iteration 10Q: 3 clusters Score -4218786 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4219172.500000 Penalty: 2140.311523
	Iteration 11Q: 3 clusters Score -4219172 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4219319.500000 Penalty: 2140.311523
	Iteration 12Q: 3 clusters Score -4219320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4219374.500000 Penalty: 2140.311523
	Iteration 13Q: 3 clusters Score -4219374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4219394.500000 Penalty: 2140.311523
	Iteration 14Q: 3 clusters Score -4219394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4219412.500000 Penalty: 2140.311523
	Iteration 15Q: 3 clusters Score -4219412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4219419.000000 Penalty: 2140.311523
	Iteration 16Q: 3 clusters Score -4219419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4219422.000000 Penalty: 2140.311523
	Iteration 17Q: 3 clusters Score -4219422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4219423.500000 Penalty: 2140.311523
	Iteration 18Q: 3 clusters Score -4219424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4219425.000000 Penalty: 2140.311523
	Iteration 19Q: 3 clusters Score -4219425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4219427.500000 Penalty: 2140.311523
	Iteration 20F: 3 clusters Score -4219428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4219426.500000 Penalty: 2140.311523
	Iteration 21Q: 3 clusters Score -4219426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4219428.500000 Penalty: 2140.311523
	Iteration 22Q: 3 clusters Score -4219428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4219429.500000 Penalty: 2140.311523
	Iteration 23Q: 3 clusters Score -4219430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4219432.000000 Penalty: 2140.311523
	Iteration 24Q: 3 clusters Score -4219432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4219434.500000 Penalty: 2140.311523
	Iteration 25Q: 3 clusters Score -4219434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4219431.500000 Penalty: 2140.311523
	Iteration 26Q: 3 clusters Score -4219432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4219431.500000 Penalty: 2140.311523
	Iteration 27F: 3 clusters Score -4219432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Entering Unmasked Estep 
Score: -372168.375000 Penalty: 853.629211
	Iteration 0F: 2 clusters Score -372168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -366673.312500 Penalty: 1707.258423
	Iteration 0F: 3 clusters Score -366673.3 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -368915.031250 Penalty: 1707.258423
	Iteration 1F: 3 clusters Score -368915 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -369369.062500 Penalty: 1707.258423
	Iteration 2F: 3 clusters Score -369369.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -369891.750000 Penalty: 1707.258423
	Iteration 3F: 3 clusters Score -369891.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -370319.843750 Penalty: 1707.258423
	Iteration 4F: 3 clusters Score -370319.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -370687.375000 Penalty: 1707.258423
	Iteration 5F: 3 clusters Score -370687.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -371022.968750 Penalty: 1707.258423
	Iteration 6F: 3 clusters Score -371023 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -371263.343750 Penalty: 1707.258423
	Iteration 7Q: 3 clusters Score -371263.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -371415.750000 Penalty: 1707.258423
	Iteration 8Q: 3 clusters Score -371415.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -371545.531250 Penalty: 1707.258423
	Iteration 9Q: 3 clusters Score -371545.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -371627.093750 Penalty: 1707.258423
	Iteration 10Q: 3 clusters Score -371627.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -371679.625000 Penalty: 1707.258423
	Iteration 11Q: 3 clusters Score -371679.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -371730.906250 Penalty: 1707.258423
	Iteration 12Q: 3 clusters Score -371730.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -371764.906250 Penalty: 1707.258423
	Iteration 13Q: 3 clusters Score -371764.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -371790.937500 Penalty: 1707.258423
	Iteration 14Q: 3 clusters Score -371790.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -371807.000000 Penalty: 1707.258423
	Iteration 15Q: 3 clusters Score -371807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -371820.843750 Penalty: 1707.258423
	Iteration 16Q: 3 clusters Score -371820.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -371832.625000 Penalty: 1707.258423
	Iteration 17Q: 3 clusters Score -371832.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -371840.218750 Penalty: 1707.258423
	Iteration 18Q: 3 clusters Score -371840.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -371848.218750 Penalty: 1707.258423
	Iteration 19Q: 3 clusters Score -371848.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -371856.093750 Penalty: 1707.258423
	Iteration 20F: 3 clusters Score -371856.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -371864.406250 Penalty: 1707.258423
	Iteration 21Q: 3 clusters Score -371864.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -371870.906250 Penalty: 1707.258423
	Iteration 22Q: 3 clusters Score -371870.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -371876.218750 Penalty: 1707.258423
	Iteration 23Q: 3 clusters Score -371876.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -371883.593750 Penalty: 1707.258423
	Iteration 24Q: 3 clusters Score -371883.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -371887.000000 Penalty: 1707.258423
	Iteration 25Q: 3 clusters Score -371887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -371891.750000 Penalty: 1707.258423
	Iteration 26Q: 3 clusters Score -371891.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -371897.281250 Penalty: 1707.258423
	Iteration 27Q: 3 clusters Score -371897.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -371901.468750 Penalty: 1707.258423
	Iteration 28Q: 3 clusters Score -371901.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -371906.750000 Penalty: 1707.258423
	Iteration 29Q: 3 clusters Score -371906.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -371913.812500 Penalty: 1707.258423
	Iteration 30Q: 3 clusters Score -371913.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -371915.406250 Penalty: 1707.258423
	Iteration 31Q: 3 clusters Score -371915.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -371919.125000 Penalty: 1707.258423
	Iteration 32Q: 3 clusters Score -371919.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -371921.937500 Penalty: 1707.258423
	Iteration 33Q: 3 clusters Score -371921.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -371922.625000 Penalty: 1707.258423
	Iteration 34Q: 3 clusters Score -371922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -371923.156250 Penalty: 1707.258423
	Iteration 35Q: 3 clusters Score -371923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -371923.187500 Penalty: 1707.258423
	Iteration 36Q: 3 clusters Score -371923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -371924.406250 Penalty: 1707.258423
	Iteration 37Q: 3 clusters Score -371924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -371925.968750 Penalty: 1707.258423
	Iteration 38Q: 3 clusters Score -371926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -371926.250000 Penalty: 1707.258423
	Iteration 39Q: 3 clusters Score -371926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -371927.218750 Penalty: 1707.258423
	Iteration 40F: 3 clusters Score -371927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -371927.062500 Penalty: 1707.258423
	Iteration 41Q: 3 clusters Score -371927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -371928.250000 Penalty: 1707.258423
	Iteration 42Q: 3 clusters Score -371928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -371929.625000 Penalty: 1707.258423
	Iteration 43Q: 3 clusters Score -371929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -371931.781250 Penalty: 1707.258423
	Iteration 44Q: 3 clusters Score -371931.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -371934.500000 Penalty: 1707.258423
	Iteration 45Q: 3 clusters Score -371934.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -371935.406250 Penalty: 1707.258423
	Iteration 46Q: 3 clusters Score -371935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -371935.906250 Penalty: 1707.258423
	Iteration 47Q: 3 clusters Score -371935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -371936.312500 Penalty: 1707.258423
	Iteration 48Q: 3 clusters Score -371936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -371936.812500 Penalty: 1707.258423
	Iteration 49Q: 3 clusters Score -371936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -371936.812500 Penalty: 1707.258423
	Iteration 50F: 3 clusters Score -371936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -911620.562500 Penalty: 920.289490
	Iteration 0F: 2 clusters Score -911620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -900810.062500 Penalty: 1840.578979
	Iteration 0F: 3 clusters Score -900810.1 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -905066.875000 Penalty: 1840.578979
	Iteration 1F: 3 clusters Score -905066.9 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -905514.312500 Penalty: 1840.578979
	Iteration 2F: 3 clusters Score -905514.3 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -906103.875000 Penalty: 1840.578979
	Iteration 3F: 3 clusters Score -906103.9 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -906915.000000 Penalty: 1840.578979
	Iteration 4F: 3 clusters Score -906915 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -907954.500000 Penalty: 1840.578979
	Iteration 5F: 3 clusters Score -907954.5 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -909053.812500 Penalty: 1840.578979
	Iteration 6F: 3 clusters Score -909053.8 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -909903.000000 Penalty: 1840.578979
	Iteration 7F: 3 clusters Score -909903 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -910383.562500 Penalty: 1840.578979
	Iteration 8Q: 3 clusters Score -910383.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -910658.187500 Penalty: 1840.578979
	Iteration 9Q: 3 clusters Score -910658.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -910863.500000 Penalty: 1840.578979
	Iteration 10Q: 3 clusters Score -910863.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -911002.312500 Penalty: 1840.578979
	Iteration 11Q: 3 clusters Score -911002.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -911083.750000 Penalty: 1840.578979
	Iteration 12Q: 3 clusters Score -911083.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -911120.812500 Penalty: 1840.578979
	Iteration 13Q: 3 clusters Score -911120.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -911148.250000 Penalty: 1840.578979
	Iteration 14Q: 3 clusters Score -911148.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -911162.625000 Penalty: 1840.578979
	Iteration 15Q: 3 clusters Score -911162.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -911172.937500 Penalty: 1840.578979
	Iteration 16Q: 3 clusters Score -911172.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -911176.250000 Penalty: 1840.578979
	Iteration 17Q: 3 clusters Score -911176.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -911181.250000 Penalty: 1840.578979
	Iteration 18Q: 3 clusters Score -911181.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -911185.375000 Penalty: 1840.578979
	Iteration 19Q: 3 clusters Score -911185.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -911185.500000 Penalty: 1840.578979
	Iteration 20F: 3 clusters Score -911185.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -911189.625000 Penalty: 1840.578979
	Iteration 21Q: 3 clusters Score -911189.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -911190.375000 Penalty: 1840.578979
	Iteration 22Q: 3 clusters Score -911190.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -911192.500000 Penalty: 1840.578979
	Iteration 23Q: 3 clusters Score -911192.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -911196.125000 Penalty: 1840.578979
	Iteration 24Q: 3 clusters Score -911196.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -911192.937500 Penalty: 1840.578979
	Iteration 25Q: 3 clusters Score -911192.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -911194.750000 Penalty: 1840.578979
	Iteration 26Q: 3 clusters Score -911194.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -911198.500000 Penalty: 1840.578979
	Iteration 27Q: 3 clusters Score -911198.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -911201.437500 Penalty: 1840.578979
	Iteration 28Q: 3 clusters Score -911201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -911200.187500 Penalty: 1840.578979
	Iteration 29Q: 3 clusters Score -911200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -911200.312500 Penalty: 1840.578979
	Iteration 30Q: 3 clusters Score -911200.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -911203.812500 Penalty: 1840.578979
	Iteration 31Q: 3 clusters Score -911203.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -911201.625000 Penalty: 1840.578979
	Iteration 32Q: 3 clusters Score -911201.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -911203.875000 Penalty: 1840.578979
	Iteration 33Q: 3 clusters Score -911203.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -911206.500000 Penalty: 1840.578979
	Iteration 34Q: 3 clusters Score -911206.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -911208.312500 Penalty: 1840.578979
	Iteration 35Q: 3 clusters Score -911208.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -911208.562500 Penalty: 1840.578979
	Iteration 36Q: 3 clusters Score -911208.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -911212.562500 Penalty: 1840.578979
	Iteration 37Q: 3 clusters Score -911212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -911208.625000 Penalty: 1840.578979
	Iteration 38Q: 3 clusters Score -911208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -911211.687500 Penalty: 1840.578979
	Iteration 39Q: 3 clusters Score -911211.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -911212.312500 Penalty: 1840.578979
	Iteration 40F: 3 clusters Score -911212.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -911216.562500 Penalty: 1840.578979
	Iteration 41Q: 3 clusters Score -911216.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -911214.187500 Penalty: 1840.578979
	Iteration 42Q: 3 clusters Score -911214.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -911216.750000 Penalty: 1840.578979
	Iteration 43Q: 3 clusters Score -911216.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -911221.750000 Penalty: 1840.578979
	Iteration 44Q: 3 clusters Score -911221.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -911226.125000 Penalty: 1840.578979
	Iteration 45Q: 3 clusters Score -911226.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -911228.437500 Penalty: 1840.578979
	Iteration 46Q: 3 clusters Score -911228.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -911232.562500 Penalty: 1840.578979
	Iteration 47Q: 3 clusters Score -911232.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -911233.250000 Penalty: 1840.578979
	Iteration 48Q: 3 clusters Score -911233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -911235.375000 Penalty: 1840.578979
	Iteration 49Q: 3 clusters Score -911235.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -911236.187500 Penalty: 1840.578979
	Iteration 50Q: 3 clusters Score -911236.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -911239.312500 Penalty: 1840.578979
	Iteration 51Q: 3 clusters Score -911239.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -911240.812500 Penalty: 1840.578979
	Iteration 52Q: 3 clusters Score -911240.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -911247.312500 Penalty: 1840.578979
	Iteration 53Q: 3 clusters Score -911247.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -911247.750000 Penalty: 1840.578979
	Iteration 54Q: 3 clusters Score -911247.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -911250.812500 Penalty: 1840.578979
	Iteration 55Q: 3 clusters Score -911250.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -911256.250000 Penalty: 1840.578979
	Iteration 56Q: 3 clusters Score -911256.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -911255.625000 Penalty: 1840.578979
	Iteration 57Q: 3 clusters Score -911255.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -911260.062500 Penalty: 1840.578979
	Iteration 58Q: 3 clusters Score -911260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -911263.562500 Penalty: 1840.578979
	Iteration 59Q: 3 clusters Score -911263.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -911263.437500 Penalty: 1840.578979
	Iteration 60F: 3 clusters Score -911263.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -911265.750000 Penalty: 1840.578979
	Iteration 61Q: 3 clusters Score -911265.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -911266.812500 Penalty: 1840.578979
	Iteration 62Q: 3 clusters Score -911266.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -911266.562500 Penalty: 1840.578979
	Iteration 63Q: 3 clusters Score -911266.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -911269.062500 Penalty: 1840.578979
	Iteration 64Q: 3 clusters Score -911269.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -911270.000000 Penalty: 1840.578979
	Iteration 65Q: 3 clusters Score -911270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -911272.437500 Penalty: 1840.578979
	Iteration 66Q: 3 clusters Score -911272.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -911277.250000 Penalty: 1840.578979
	Iteration 67Q: 3 clusters Score -911277.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -911280.687500 Penalty: 1840.578979
	Iteration 68Q: 3 clusters Score -911280.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -911281.250000 Penalty: 1840.578979
	Iteration 69Q: 3 clusters Score -911281.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -911282.062500 Penalty: 1840.578979
	Iteration 70Q: 3 clusters Score -911282.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -911290.937500 Penalty: 1840.578979
	Iteration 71Q: 3 clusters Score -911290.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -911297.000000 Penalty: 1840.578979
	Iteration 72Q: 3 clusters Score -911297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -911296.125000 Penalty: 1840.578979
	Iteration 73Q: 3 clusters Score -911296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -911297.625000 Penalty: 1840.578979
	Iteration 74Q: 3 clusters Score -911297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -911297.375000 Penalty: 1840.578979
	Iteration 75Q: 3 clusters Score -911297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -911296.125000 Penalty: 1840.578979
	Iteration 76Q: 3 clusters Score -911296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -911296.312500 Penalty: 1840.578979
	Iteration 77Q: 3 clusters Score -911296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -911297.312500 Penalty: 1840.578979
	Iteration 78Q: 3 clusters Score -911297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -911297.062500 Penalty: 1840.578979
	Iteration 79Q: 3 clusters Score -911297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -911297.062500 Penalty: 1840.578979
	Iteration 80F: 3 clusters Score -911297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -143192.765625 Penalty: 766.438721
	Iteration 0F: 2 clusters Score -143192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -140790.718750 Penalty: 1532.877441
	Iteration 0F: 3 clusters Score -140790.7 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -141883.484375 Penalty: 1532.877441
	Iteration 1F: 3 clusters Score -141883.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -142332.234375 Penalty: 1532.877441
	Iteration 2F: 3 clusters Score -142332.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -142645.031250 Penalty: 1532.877441
	Iteration 3F: 3 clusters Score -142645 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -142806.250000 Penalty: 1532.877441
	Iteration 4F: 3 clusters Score -142806.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142875.031250 Penalty: 1532.877441
	Iteration 5Q: 3 clusters Score -142875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -142903.375000 Penalty: 1532.877441
	Iteration 6Q: 3 clusters Score -142903.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -142924.250000 Penalty: 1532.877441
	Iteration 7Q: 3 clusters Score -142924.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142939.406250 Penalty: 1532.877441
	Iteration 8Q: 3 clusters Score -142939.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142948.078125 Penalty: 1532.877441
	Iteration 9Q: 3 clusters Score -142948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142953.750000 Penalty: 1532.877441
	Iteration 10Q: 3 clusters Score -142953.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -142959.546875 Penalty: 1532.877441
	Iteration 11Q: 3 clusters Score -142959.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -142964.421875 Penalty: 1532.877441
	Iteration 12Q: 3 clusters Score -142964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142965.968750 Penalty: 1532.877441
	Iteration 13Q: 3 clusters Score -142966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142966.031250 Penalty: 1532.877441
	Iteration 14Q: 3 clusters Score -142966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142966.031250 Penalty: 1532.877441
	Iteration 15F: 3 clusters Score -142966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -188436.937500 Penalty: 768.646423
	Iteration 0F: 2 clusters Score -188436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -185909.718750 Penalty: 1537.292847
	Iteration 0F: 3 clusters Score -185909.7 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -186601.656250 Penalty: 1537.292847
	Iteration 1F: 3 clusters Score -186601.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -186740.250000 Penalty: 1537.292847
	Iteration 2F: 3 clusters Score -186740.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -186847.234375 Penalty: 1537.292847
	Iteration 3F: 3 clusters Score -186847.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -186948.250000 Penalty: 1537.292847
	Iteration 4Q: 3 clusters Score -186948.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -187056.609375 Penalty: 1537.292847
	Iteration 5Q: 3 clusters Score -187056.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -187146.437500 Penalty: 1537.292847
	Iteration 6Q: 3 clusters Score -187146.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -187229.437500 Penalty: 1537.292847
	Iteration 7Q: 3 clusters Score -187229.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -187317.687500 Penalty: 1537.292847
	Iteration 8Q: 3 clusters Score -187317.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -187400.031250 Penalty: 1537.292847
	Iteration 9Q: 3 clusters Score -187400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -187457.859375 Penalty: 1537.292847
	Iteration 10Q: 3 clusters Score -187457.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -187512.062500 Penalty: 1537.292847
	Iteration 11Q: 3 clusters Score -187512.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -187561.921875 Penalty: 1537.292847
	Iteration 12Q: 3 clusters Score -187561.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -187625.421875 Penalty: 1537.292847
	Iteration 13Q: 3 clusters Score -187625.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -187706.156250 Penalty: 1537.292847
	Iteration 14Q: 3 clusters Score -187706.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -187798.796875 Penalty: 1537.292847
	Iteration 15Q: 3 clusters Score -187798.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -187860.109375 Penalty: 1537.292847
	Iteration 16Q: 3 clusters Score -187860.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -187895.734375 Penalty: 1537.292847
	Iteration 17Q: 3 clusters Score -187895.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -187922.609375 Penalty: 1537.292847
	Iteration 18Q: 3 clusters Score -187922.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -187932.718750 Penalty: 1537.292847
	Iteration 19Q: 3 clusters Score -187932.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -187948.250000 Penalty: 1537.292847
	Iteration 20F: 3 clusters Score -187948.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -187958.671875 Penalty: 1537.292847
	Iteration 21Q: 3 clusters Score -187958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -187965.015625 Penalty: 1537.292847
	Iteration 22Q: 3 clusters Score -187965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -187969.718750 Penalty: 1537.292847
	Iteration 23Q: 3 clusters Score -187969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -187972.562500 Penalty: 1537.292847
	Iteration 24Q: 3 clusters Score -187972.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -187977.968750 Penalty: 1537.292847
	Iteration 25Q: 3 clusters Score -187978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -187982.515625 Penalty: 1537.292847
	Iteration 26Q: 3 clusters Score -187982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -187986.484375 Penalty: 1537.292847
	Iteration 27Q: 3 clusters Score -187986.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -187989.921875 Penalty: 1537.292847
	Iteration 28Q: 3 clusters Score -187989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -187995.593750 Penalty: 1537.292847
	Iteration 29Q: 3 clusters Score -187995.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -188004.890625 Penalty: 1537.292847
	Iteration 30Q: 3 clusters Score -188004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -188015.968750 Penalty: 1537.292847
	Iteration 31Q: 3 clusters Score -188016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -188029.421875 Penalty: 1537.292847
	Iteration 32Q: 3 clusters Score -188029.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -188040.359375 Penalty: 1537.292847
	Iteration 33Q: 3 clusters Score -188040.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -188050.984375 Penalty: 1537.292847
	Iteration 34Q: 3 clusters Score -188051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -188069.296875 Penalty: 1537.292847
	Iteration 35Q: 3 clusters Score -188069.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -188086.062500 Penalty: 1537.292847
	Iteration 36Q: 3 clusters Score -188086.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -188093.703125 Penalty: 1537.292847
	Iteration 37Q: 3 clusters Score -188093.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -188098.671875 Penalty: 1537.292847
	Iteration 38Q: 3 clusters Score -188098.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -188101.203125 Penalty: 1537.292847
	Iteration 39Q: 3 clusters Score -188101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -188108.093750 Penalty: 1537.292847
	Iteration 40F: 3 clusters Score -188108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -188111.171875 Penalty: 1537.292847
	Iteration 41Q: 3 clusters Score -188111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -188112.218750 Penalty: 1537.292847
	Iteration 42Q: 3 clusters Score -188112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -188112.640625 Penalty: 1537.292847
	Iteration 43Q: 3 clusters Score -188112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -188112.875000 Penalty: 1537.292847
	Iteration 44Q: 3 clusters Score -188112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -188112.875000 Penalty: 1537.292847
	Iteration 45F: 3 clusters Score -188112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -260563.000000 Penalty: 795.333923
	Iteration 0F: 2 clusters Score -260563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -257393.671875 Penalty: 1590.667847
	Iteration 0F: 3 clusters Score -257393.7 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -258353.343750 Penalty: 1590.667847
	Iteration 1F: 3 clusters Score -258353.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -258457.250000 Penalty: 1590.667847
	Iteration 2F: 3 clusters Score -258457.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -258543.578125 Penalty: 1590.667847
	Iteration 3Q: 3 clusters Score -258543.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -258616.281250 Penalty: 1590.667847
	Iteration 4Q: 3 clusters Score -258616.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -258674.921875 Penalty: 1590.667847
	Iteration 5Q: 3 clusters Score -258674.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -258723.109375 Penalty: 1590.667847
	Iteration 6Q: 3 clusters Score -258723.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -258781.781250 Penalty: 1590.667847
	Iteration 7Q: 3 clusters Score -258781.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -258848.734375 Penalty: 1590.667847
	Iteration 8Q: 3 clusters Score -258848.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -258938.328125 Penalty: 1590.667847
	Iteration 9Q: 3 clusters Score -258938.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -259052.468750 Penalty: 1590.667847
	Iteration 10Q: 3 clusters Score -259052.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -259185.046875 Penalty: 1590.667847
	Iteration 11Q: 3 clusters Score -259185 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -259315.531250 Penalty: 1590.667847
	Iteration 12Q: 3 clusters Score -259315.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -259462.109375 Penalty: 1590.667847
	Iteration 13Q: 3 clusters Score -259462.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -259600.734375 Penalty: 1590.667847
	Iteration 14Q: 3 clusters Score -259600.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -259707.125000 Penalty: 1590.667847
	Iteration 15Q: 3 clusters Score -259707.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -259770.703125 Penalty: 1590.667847
	Iteration 16Q: 3 clusters Score -259770.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -259805.437500 Penalty: 1590.667847
	Iteration 17Q: 3 clusters Score -259805.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -259829.078125 Penalty: 1590.667847
	Iteration 18Q: 3 clusters Score -259829.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -259840.828125 Penalty: 1590.667847
	Iteration 19Q: 3 clusters Score -259840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -259851.937500 Penalty: 1590.667847
	Iteration 20F: 3 clusters Score -259851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -259861.859375 Penalty: 1590.667847
	Iteration 21Q: 3 clusters Score -259861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -259868.921875 Penalty: 1590.667847
	Iteration 22Q: 3 clusters Score -259868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -259871.812500 Penalty: 1590.667847
	Iteration 23Q: 3 clusters Score -259871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -259872.890625 Penalty: 1590.667847
	Iteration 24Q: 3 clusters Score -259872.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -259872.890625 Penalty: 1590.667847
	Iteration 25F: 3 clusters Score -259872.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -152027.734375 Penalty: 755.565247
	Iteration 0F: 2 clusters Score -152027.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -149790.421875 Penalty: 1511.130493
	Iteration 0F: 3 clusters Score -149790.4 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -150408.953125 Penalty: 1511.130493
	Iteration 1F: 3 clusters Score -150409 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -150517.593750 Penalty: 1511.130493
	Iteration 2F: 3 clusters Score -150517.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -150609.203125 Penalty: 1511.130493
	Iteration 3F: 3 clusters Score -150609.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -150713.640625 Penalty: 1511.130493
	Iteration 4F: 3 clusters Score -150713.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -150818.515625 Penalty: 1511.130493
	Iteration 5F: 3 clusters Score -150818.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -150919.796875 Penalty: 1511.130493
	Iteration 6Q: 3 clusters Score -150919.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -151012.953125 Penalty: 1511.130493
	Iteration 7Q: 3 clusters Score -151013 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -151083.562500 Penalty: 1511.130493
	Iteration 8Q: 3 clusters Score -151083.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -151139.078125 Penalty: 1511.130493
	Iteration 9Q: 3 clusters Score -151139.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -151185.562500 Penalty: 1511.130493
	Iteration 10Q: 3 clusters Score -151185.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -151216.859375 Penalty: 1511.130493
	Iteration 11Q: 3 clusters Score -151216.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -151238.703125 Penalty: 1511.130493
	Iteration 12Q: 3 clusters Score -151238.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -151257.875000 Penalty: 1511.130493
	Iteration 13Q: 3 clusters Score -151257.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -151275.875000 Penalty: 1511.130493
	Iteration 14Q: 3 clusters Score -151275.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -151292.312500 Penalty: 1511.130493
	Iteration 15Q: 3 clusters Score -151292.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -151302.937500 Penalty: 1511.130493
	Iteration 16Q: 3 clusters Score -151302.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -151311.609375 Penalty: 1511.130493
	Iteration 17Q: 3 clusters Score -151311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -151315.250000 Penalty: 1511.130493
	Iteration 18Q: 3 clusters Score -151315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -151318.859375 Penalty: 1511.130493
	Iteration 19Q: 3 clusters Score -151318.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -151322.687500 Penalty: 1511.130493
	Iteration 20F: 3 clusters Score -151322.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -151327.093750 Penalty: 1511.130493
	Iteration 21Q: 3 clusters Score -151327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -151329.296875 Penalty: 1511.130493
	Iteration 22Q: 3 clusters Score -151329.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -151333.343750 Penalty: 1511.130493
	Iteration 23Q: 3 clusters Score -151333.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -151339.265625 Penalty: 1511.130493
	Iteration 24Q: 3 clusters Score -151339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -151341.296875 Penalty: 1511.130493
	Iteration 25Q: 3 clusters Score -151341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -151343.578125 Penalty: 1511.130493
	Iteration 26Q: 3 clusters Score -151343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -151349.156250 Penalty: 1511.130493
	Iteration 27Q: 3 clusters Score -151349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -151349.984375 Penalty: 1511.130493
	Iteration 28Q: 3 clusters Score -151350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -151352.437500 Penalty: 1511.130493
	Iteration 29Q: 3 clusters Score -151352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -151356.046875 Penalty: 1511.130493
	Iteration 30Q: 3 clusters Score -151356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -151357.843750 Penalty: 1511.130493
	Iteration 31Q: 3 clusters Score -151357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -151360.531250 Penalty: 1511.130493
	Iteration 32Q: 3 clusters Score -151360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -151362.640625 Penalty: 1511.130493
	Iteration 33Q: 3 clusters Score -151362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -151364.562500 Penalty: 1511.130493
	Iteration 34Q: 3 clusters Score -151364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -151365.390625 Penalty: 1511.130493
	Iteration 35Q: 3 clusters Score -151365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -151365.390625 Penalty: 1511.130493
	Iteration 36F: 3 clusters Score -151365.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (288785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288785 members 
Entering Unmasked Estep 
Score: -15863384.000000 Penalty: 1194.476562
	Iteration 0F: 2 clusters Score -1.586338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144406 members 
Mstep: Class 2 contains 144379 members 
Entering Unmasked Estep 
Score: -15670964.000000 Penalty: 2388.953125
	Iteration 0F: 3 clusters Score -1.567096e+07 nChanged 141813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148255 members 
Mstep: Class 2 contains 140530 members 
Entering Unmasked Estep 
Score: -15758406.000000 Penalty: 2388.953125
	Iteration 1F: 3 clusters Score -1.575841e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152002 members 
Mstep: Class 2 contains 136783 members 
Entering Unmasked Estep 
Score: -15761933.000000 Penalty: 2388.953125
	Iteration 2Q: 3 clusters Score -1.576193e+07 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157831 members 
Mstep: Class 2 contains 130954 members 
Entering Unmasked Estep 
Score: -15767085.000000 Penalty: 2388.953125
	Iteration 3Q: 3 clusters Score -1.576708e+07 nChanged 15679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165976 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -15774166.000000 Penalty: 2388.953125
	Iteration 4F: 3 clusters Score -1.577417e+07 nChanged 17457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176095 members 
Mstep: Class 2 contains 112690 members 
Entering Unmasked Estep 
Score: -15782254.000000 Penalty: 2388.953125
	Iteration 5F: 3 clusters Score -1.578225e+07 nChanged 17311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187442 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -15790424.000000 Penalty: 2388.953125
	Iteration 6F: 3 clusters Score -1.579042e+07 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199626 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -15798259.000000 Penalty: 2388.953125
	Iteration 7F: 3 clusters Score -1.579826e+07 nChanged 15077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212627 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -15805844.000000 Penalty: 2388.953125
	Iteration 8F: 3 clusters Score -1.580584e+07 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226371 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -15814320.000000 Penalty: 2388.953125
	Iteration 9F: 3 clusters Score -1.581432e+07 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240345 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -15823653.000000 Penalty: 2388.953125
	Iteration 10Q: 3 clusters Score -1.582365e+07 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253747 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -15833064.000000 Penalty: 2388.953125
	Iteration 11Q: 3 clusters Score -1.583306e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265613 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -15842200.000000 Penalty: 2388.953125
	Iteration 12Q: 3 clusters Score -1.58422e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275167 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -15850159.000000 Penalty: 2388.953125
	Iteration 13Q: 3 clusters Score -1.585016e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281978 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -15856337.000000 Penalty: 2388.953125
	Iteration 14Q: 3 clusters Score -1.585634e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285912 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -15859854.000000 Penalty: 2388.953125
	Iteration 15Q: 3 clusters Score -1.585985e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287660 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -15861378.000000 Penalty: 2388.953125
	Iteration 16Q: 3 clusters Score -1.586138e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288290 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15862006.000000 Penalty: 2388.953125
	Iteration 17Q: 3 clusters Score -1.586201e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288483 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15862136.000000 Penalty: 2388.953125
	Iteration 18Q: 3 clusters Score -1.586214e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288567 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15862220.000000 Penalty: 2388.953125
	Iteration 19Q: 3 clusters Score -1.586222e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288596 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15862261.000000 Penalty: 2388.953125
	Iteration 20F: 3 clusters Score -1.586226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288608 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15862287.000000 Penalty: 2388.953125
	Iteration 21Q: 3 clusters Score -1.586229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288612 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15862287.000000 Penalty: 2388.953125
	Iteration 22Q: 3 clusters Score -1.586229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288612 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15862301.000000 Penalty: 2388.953125
	Iteration 23Q: 3 clusters Score -1.58623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288615 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15862301.000000 Penalty: 2388.953125
	Iteration 24Q: 3 clusters Score -1.58623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288617 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15862318.000000 Penalty: 2388.953125
	Iteration 25Q: 3 clusters Score -1.586232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288619 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15862316.000000 Penalty: 2388.953125
	Iteration 26Q: 3 clusters Score -1.586232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288620 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15862334.000000 Penalty: 2388.953125
	Iteration 27Q: 3 clusters Score -1.586233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288620 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15862338.000000 Penalty: 2388.953125
	Iteration 28Q: 3 clusters Score -1.586234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288620 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15862347.000000 Penalty: 2388.953125
	Iteration 29Q: 3 clusters Score -1.586235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288618 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15862339.000000 Penalty: 2388.953125
	Iteration 30Q: 3 clusters Score -1.586234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288618 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15862345.000000 Penalty: 2388.953125
	Iteration 31Q: 3 clusters Score -1.586234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288619 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15862346.000000 Penalty: 2388.953125
	Iteration 32Q: 3 clusters Score -1.586235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288618 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15862348.000000 Penalty: 2388.953125
	Iteration 33Q: 3 clusters Score -1.586235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288615 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15862343.000000 Penalty: 2388.953125
	Iteration 34Q: 3 clusters Score -1.586234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288614 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15862342.000000 Penalty: 2388.953125
	Iteration 35Q: 3 clusters Score -1.586234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288615 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15862342.000000 Penalty: 2388.953125
	Iteration 36Q: 3 clusters Score -1.586234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288615 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15862342.000000 Penalty: 2388.953125
	Iteration 37F: 3 clusters Score -1.586234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4104 members 
Mstep: Class 5 contains 136582 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 6734 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 25499 members 
Mstep: Class 16 contains 24090 members 
Mstep: Class 17 contains 8387 members 
Mstep: Class 18 contains 78026 members 
Mstep: Class 19 contains 7987 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627280.000000 Penalty: 32088.166016
Iteration 359Q: 26 clusters Score -3.862728e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136576 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 28516 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 25501 members 
Mstep: Class 16 contains 24102 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 78022 members 
Mstep: Class 19 contains 7987 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627312.000000 Penalty: 32088.166016
Iteration 360F: 26 clusters Score -3.862731e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 136569 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 6725 members 
Mstep: Class 10 contains 28509 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 25501 members 
Mstep: Class 16 contains 24112 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 78020 members 
Mstep: Class 19 contains 7987 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4325 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627304.000000 Penalty: 32088.166016
Iteration 361Q: 26 clusters Score -3.86273e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 136563 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 28507 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 25502 members 
Mstep: Class 16 contains 24118 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 78013 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 288789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627316.000000 Penalty: 32088.166016
Iteration 362Q: 26 clusters Score -3.862732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 136552 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 6718 members 
Mstep: Class 10 contains 28505 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 25502 members 
Mstep: Class 16 contains 24121 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 78013 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 288799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627340.000000 Penalty: 32088.166016
Iteration 363Q: 26 clusters Score -3.862734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 136543 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 6530 members 
Mstep: Class 9 contains 6719 members 
Mstep: Class 10 contains 28504 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 25501 members 
Mstep: Class 16 contains 24127 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 78014 members 
Mstep: Class 19 contains 7987 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627324.000000 Penalty: 32088.166016
Iteration 364Q: 26 clusters Score -3.862732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136535 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 12943 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 6718 members 
Mstep: Class 10 contains 28503 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 25501 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 78013 members 
Mstep: Class 19 contains 7987 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627316.000000 Penalty: 32088.166016
Iteration 365Q: 26 clusters Score -3.862732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136527 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 12943 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 6716 members 
Mstep: Class 10 contains 28502 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 25502 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8413 members 
Mstep: Class 18 contains 78013 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627288.000000 Penalty: 32088.166016
Iteration 366Q: 26 clusters Score -3.862729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35174 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136523 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 12943 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 6713 members 
Mstep: Class 10 contains 28500 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 25502 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8416 members 
Mstep: Class 18 contains 78012 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627300.000000 Penalty: 32088.166016
Iteration 367Q: 26 clusters Score -3.86273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136518 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 25503 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 78011 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627332.000000 Penalty: 32088.166016
Iteration 368Q: 26 clusters Score -3.862733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136510 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28497 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 25503 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8420 members 
Mstep: Class 18 contains 78011 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627364.000000 Penalty: 32088.166016
Iteration 369Q: 26 clusters Score -3.862736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136505 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28496 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 25504 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8420 members 
Mstep: Class 18 contains 78015 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627372.000000 Penalty: 32088.166016
Iteration 370Q: 26 clusters Score -3.862737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136500 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28494 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 25504 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8421 members 
Mstep: Class 18 contains 78016 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627360.000000 Penalty: 32088.166016
Iteration 371Q: 26 clusters Score -3.862736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136498 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28490 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 25504 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8423 members 
Mstep: Class 18 contains 78017 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627352.000000 Penalty: 32088.166016
Iteration 372Q: 26 clusters Score -3.862735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136496 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 25504 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8424 members 
Mstep: Class 18 contains 78017 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627340.000000 Penalty: 32088.166016
Iteration 373Q: 26 clusters Score -3.862734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136493 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17905 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 25504 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8425 members 
Mstep: Class 18 contains 78017 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627328.000000 Penalty: 32088.166016
Iteration 374Q: 26 clusters Score -3.862733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136490 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 25504 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8426 members 
Mstep: Class 18 contains 78016 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627356.000000 Penalty: 32088.166016
Iteration 375Q: 26 clusters Score -3.862736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136489 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 25504 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8426 members 
Mstep: Class 18 contains 78015 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627364.000000 Penalty: 32088.166016
Iteration 376Q: 26 clusters Score -3.862736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136488 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 25504 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8426 members 
Mstep: Class 18 contains 78015 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627360.000000 Penalty: 32088.166016
Iteration 377Q: 26 clusters Score -3.862736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35173 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 136488 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 25504 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 8426 members 
Mstep: Class 18 contains 78015 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 288860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627360.000000 Penalty: 32088.166016
Iteration 378F: 26 clusters Score -3.862736e+07 nChanged 0
Entering ConstructFrom: 
Score: -38627360.000000 Penalty: 32088.166016
Entering ConstructFrom: 
Trying to split cluster 1 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -322778.281250 Penalty: 827.273682
	Iteration 0F: 2 clusters Score -322778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -318467.093750 Penalty: 1654.547363
	Iteration 0F: 3 clusters Score -318467.1 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -320329.437500 Penalty: 1654.547363
	Iteration 1F: 3 clusters Score -320329.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -320925.375000 Penalty: 1654.547363
	Iteration 2F: 3 clusters Score -320925.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -321489.281250 Penalty: 1654.547363
	Iteration 3F: 3 clusters Score -321489.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -321832.906250 Penalty: 1654.547363
	Iteration 4F: 3 clusters Score -321832.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -322022.687500 Penalty: 1654.547363
	Iteration 5Q: 3 clusters Score -322022.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -322143.906250 Penalty: 1654.547363
	Iteration 6Q: 3 clusters Score -322143.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -322218.468750 Penalty: 1654.547363
	Iteration 7Q: 3 clusters Score -322218.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -322265.156250 Penalty: 1654.547363
	Iteration 8Q: 3 clusters Score -322265.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -322316.500000 Penalty: 1654.547363
	Iteration 9Q: 3 clusters Score -322316.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -322350.187500 Penalty: 1654.547363
	Iteration 10Q: 3 clusters Score -322350.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -322378.312500 Penalty: 1654.547363
	Iteration 11Q: 3 clusters Score -322378.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -322396.937500 Penalty: 1654.547363
	Iteration 12Q: 3 clusters Score -322396.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -322410.343750 Penalty: 1654.547363
	Iteration 13Q: 3 clusters Score -322410.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -322416.375000 Penalty: 1654.547363
	Iteration 14Q: 3 clusters Score -322416.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -322420.031250 Penalty: 1654.547363
	Iteration 15Q: 3 clusters Score -322420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -322421.906250 Penalty: 1654.547363
	Iteration 16Q: 3 clusters Score -322421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -322423.218750 Penalty: 1654.547363
	Iteration 17Q: 3 clusters Score -322423.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -322425.093750 Penalty: 1654.547363
	Iteration 18Q: 3 clusters Score -322425.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -322426.343750 Penalty: 1654.547363
	Iteration 19Q: 3 clusters Score -322426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -322426.281250 Penalty: 1654.547363
	Iteration 20F: 3 clusters Score -322426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -322427.187500 Penalty: 1654.547363
	Iteration 21Q: 3 clusters Score -322427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -322427.375000 Penalty: 1654.547363
	Iteration 22Q: 3 clusters Score -322427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -322426.656250 Penalty: 1654.547363
	Iteration 23Q: 3 clusters Score -322426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -322427.125000 Penalty: 1654.547363
	Iteration 24Q: 3 clusters Score -322427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -322426.656250 Penalty: 1654.547363
	Iteration 25Q: 3 clusters Score -322426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -322427.031250 Penalty: 1654.547363
	Iteration 26Q: 3 clusters Score -322427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -322427.031250 Penalty: 1654.547363
	Iteration 27F: 3 clusters Score -322427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Entering Unmasked Estep 
Score: -2018038.625000 Penalty: 994.463196
	Iteration 0F: 2 clusters Score -2018039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1994613.000000 Penalty: 1988.926392
	Iteration 0F: 3 clusters Score -1994613 nChanged 16608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2004761.625000 Penalty: 1988.926392
	Iteration 1F: 3 clusters Score -2004762 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2006318.875000 Penalty: 1988.926392
	Iteration 2F: 3 clusters Score -2006319 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2008508.000000 Penalty: 1988.926392
	Iteration 3F: 3 clusters Score -2008508 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2010730.750000 Penalty: 1988.926392
	Iteration 4F: 3 clusters Score -2010731 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2012115.750000 Penalty: 1988.926392
	Iteration 5F: 3 clusters Score -2012116 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2012855.875000 Penalty: 1988.926392
	Iteration 6F: 3 clusters Score -2012856 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2013209.875000 Penalty: 1988.926392
	Iteration 7Q: 3 clusters Score -2013210 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2013442.000000 Penalty: 1988.926392
	Iteration 8Q: 3 clusters Score -2013442 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2013619.125000 Penalty: 1988.926392
	Iteration 9Q: 3 clusters Score -2013619 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2013798.750000 Penalty: 1988.926392
	Iteration 10Q: 3 clusters Score -2013799 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2013996.875000 Penalty: 1988.926392
	Iteration 11Q: 3 clusters Score -2013997 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2014217.750000 Penalty: 1988.926392
	Iteration 12Q: 3 clusters Score -2014218 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2014455.750000 Penalty: 1988.926392
	Iteration 13Q: 3 clusters Score -2014456 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2014752.875000 Penalty: 1988.926392
	Iteration 14Q: 3 clusters Score -2014753 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2015072.000000 Penalty: 1988.926392
	Iteration 15Q: 3 clusters Score -2015072 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2015416.250000 Penalty: 1988.926392
	Iteration 16Q: 3 clusters Score -2015416 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2015759.750000 Penalty: 1988.926392
	Iteration 17Q: 3 clusters Score -2015760 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2016089.125000 Penalty: 1988.926392
	Iteration 18Q: 3 clusters Score -2016089 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2016383.125000 Penalty: 1988.926392
	Iteration 19Q: 3 clusters Score -2016383 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2016577.375000 Penalty: 1988.926392
	Iteration 20F: 3 clusters Score -2016577 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2016726.375000 Penalty: 1988.926392
	Iteration 21Q: 3 clusters Score -2016726 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2016838.000000 Penalty: 1988.926392
	Iteration 22Q: 3 clusters Score -2016838 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2016929.375000 Penalty: 1988.926392
	Iteration 23Q: 3 clusters Score -2016929 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2016981.250000 Penalty: 1988.926392
	Iteration 24Q: 3 clusters Score -2016981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2017042.250000 Penalty: 1988.926392
	Iteration 25Q: 3 clusters Score -2017042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2017061.000000 Penalty: 1988.926392
	Iteration 26Q: 3 clusters Score -2017061 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2017090.125000 Penalty: 1988.926392
	Iteration 27Q: 3 clusters Score -2017090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2017115.000000 Penalty: 1988.926392
	Iteration 28Q: 3 clusters Score -2017115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2017131.250000 Penalty: 1988.926392
	Iteration 29Q: 3 clusters Score -2017131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2017140.750000 Penalty: 1988.926392
	Iteration 30Q: 3 clusters Score -2017141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2017144.125000 Penalty: 1988.926392
	Iteration 31Q: 3 clusters Score -2017144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2017147.750000 Penalty: 1988.926392
	Iteration 32Q: 3 clusters Score -2017148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2017146.750000 Penalty: 1988.926392
	Iteration 33Q: 3 clusters Score -2017147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2017153.625000 Penalty: 1988.926392
	Iteration 34Q: 3 clusters Score -2017154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2017157.000000 Penalty: 1988.926392
	Iteration 35Q: 3 clusters Score -2017157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2017162.500000 Penalty: 1988.926392
	Iteration 36Q: 3 clusters Score -2017162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2017160.375000 Penalty: 1988.926392
	Iteration 37Q: 3 clusters Score -2017160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2017160.375000 Penalty: 1988.926392
	Iteration 38F: 3 clusters Score -2017160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -237808.796875 Penalty: 808.005737
	Iteration 0F: 2 clusters Score -237808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -234248.953125 Penalty: 1616.011475
	Iteration 0F: 3 clusters Score -234249 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -235507.453125 Penalty: 1616.011475
	Iteration 1F: 3 clusters Score -235507.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -235708.500000 Penalty: 1616.011475
	Iteration 2F: 3 clusters Score -235708.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -235872.625000 Penalty: 1616.011475
	Iteration 3F: 3 clusters Score -235872.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -236040.015625 Penalty: 1616.011475
	Iteration 4Q: 3 clusters Score -236040 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -236179.171875 Penalty: 1616.011475
	Iteration 5F: 3 clusters Score -236179.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -236279.031250 Penalty: 1616.011475
	Iteration 6Q: 3 clusters Score -236279 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -236371.984375 Penalty: 1616.011475
	Iteration 7Q: 3 clusters Score -236372 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -236455.812500 Penalty: 1616.011475
	Iteration 8Q: 3 clusters Score -236455.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -236521.218750 Penalty: 1616.011475
	Iteration 9Q: 3 clusters Score -236521.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -236575.484375 Penalty: 1616.011475
	Iteration 10Q: 3 clusters Score -236575.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -236633.765625 Penalty: 1616.011475
	Iteration 11Q: 3 clusters Score -236633.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -236705.984375 Penalty: 1616.011475
	Iteration 12Q: 3 clusters Score -236706 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -236830.187500 Penalty: 1616.011475
	Iteration 13Q: 3 clusters Score -236830.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -236996.828125 Penalty: 1616.011475
	Iteration 14Q: 3 clusters Score -236996.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -237158.421875 Penalty: 1616.011475
	Iteration 15Q: 3 clusters Score -237158.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -237281.046875 Penalty: 1616.011475
	Iteration 16Q: 3 clusters Score -237281 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -237335.703125 Penalty: 1616.011475
	Iteration 17Q: 3 clusters Score -237335.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -237376.171875 Penalty: 1616.011475
	Iteration 18Q: 3 clusters Score -237376.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -237401.531250 Penalty: 1616.011475
	Iteration 19Q: 3 clusters Score -237401.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -237431.890625 Penalty: 1616.011475
	Iteration 20F: 3 clusters Score -237431.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -237461.531250 Penalty: 1616.011475
	Iteration 21Q: 3 clusters Score -237461.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -237478.765625 Penalty: 1616.011475
	Iteration 22Q: 3 clusters Score -237478.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -237487.343750 Penalty: 1616.011475
	Iteration 23Q: 3 clusters Score -237487.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -237492.921875 Penalty: 1616.011475
	Iteration 24Q: 3 clusters Score -237492.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -237497.843750 Penalty: 1616.011475
	Iteration 25Q: 3 clusters Score -237497.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -237501.000000 Penalty: 1616.011475
	Iteration 26Q: 3 clusters Score -237501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -237503.140625 Penalty: 1616.011475
	Iteration 27Q: 3 clusters Score -237503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -237504.093750 Penalty: 1616.011475
	Iteration 28Q: 3 clusters Score -237504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -237504.312500 Penalty: 1616.011475
	Iteration 29Q: 3 clusters Score -237504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -237504.812500 Penalty: 1616.011475
	Iteration 30Q: 3 clusters Score -237504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -237505.718750 Penalty: 1616.011475
	Iteration 31Q: 3 clusters Score -237505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -237505.968750 Penalty: 1616.011475
	Iteration 32Q: 3 clusters Score -237506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -237506.796875 Penalty: 1616.011475
	Iteration 33Q: 3 clusters Score -237506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -237506.640625 Penalty: 1616.011475
	Iteration 34Q: 3 clusters Score -237506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -237506.796875 Penalty: 1616.011475
	Iteration 35Q: 3 clusters Score -237506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -237507.921875 Penalty: 1616.011475
	Iteration 36Q: 3 clusters Score -237507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -237507.984375 Penalty: 1616.011475
	Iteration 37Q: 3 clusters Score -237508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -237508.171875 Penalty: 1616.011475
	Iteration 38Q: 3 clusters Score -237508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -237508.171875 Penalty: 1616.011475
	Iteration 39F: 3 clusters Score -237508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Entering Unmasked Estep 
Score: -211456.265625 Penalty: 790.396240
	Iteration 0F: 2 clusters Score -211456.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -208451.968750 Penalty: 1580.792480
	Iteration 0F: 3 clusters Score -208452 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -209444.031250 Penalty: 1580.792480
	Iteration 1F: 3 clusters Score -209444 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -209702.921875 Penalty: 1580.792480
	Iteration 2F: 3 clusters Score -209702.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -209938.593750 Penalty: 1580.792480
	Iteration 3F: 3 clusters Score -209938.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -210110.046875 Penalty: 1580.792480
	Iteration 4F: 3 clusters Score -210110 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210288.296875 Penalty: 1580.792480
	Iteration 5Q: 3 clusters Score -210288.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -210442.625000 Penalty: 1580.792480
	Iteration 6Q: 3 clusters Score -210442.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -210567.921875 Penalty: 1580.792480
	Iteration 7Q: 3 clusters Score -210567.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210685.890625 Penalty: 1580.792480
	Iteration 8Q: 3 clusters Score -210685.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -210804.718750 Penalty: 1580.792480
	Iteration 9Q: 3 clusters Score -210804.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -210914.000000 Penalty: 1580.792480
	Iteration 10Q: 3 clusters Score -210914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -211034.265625 Penalty: 1580.792480
	Iteration 11Q: 3 clusters Score -211034.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -211157.062500 Penalty: 1580.792480
	Iteration 12Q: 3 clusters Score -211157.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -211227.796875 Penalty: 1580.792480
	Iteration 13Q: 3 clusters Score -211227.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -211268.343750 Penalty: 1580.792480
	Iteration 14Q: 3 clusters Score -211268.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -211282.421875 Penalty: 1580.792480
	Iteration 15Q: 3 clusters Score -211282.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -211303.375000 Penalty: 1580.792480
	Iteration 16Q: 3 clusters Score -211303.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -211309.968750 Penalty: 1580.792480
	Iteration 17Q: 3 clusters Score -211310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -211314.500000 Penalty: 1580.792480
	Iteration 18Q: 3 clusters Score -211314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -211317.656250 Penalty: 1580.792480
	Iteration 19Q: 3 clusters Score -211317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -211330.406250 Penalty: 1580.792480
	Iteration 20F: 3 clusters Score -211330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -211333.453125 Penalty: 1580.792480
	Iteration 21Q: 3 clusters Score -211333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -211334.359375 Penalty: 1580.792480
	Iteration 22Q: 3 clusters Score -211334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -211334.359375 Penalty: 1580.792480
	Iteration 23F: 3 clusters Score -211334.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (136488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136488 members 
Entering Unmasked Estep 
Score: -7425212.500000 Penalty: 1123.279175
	Iteration 0F: 2 clusters Score -7425212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -7333109.500000 Penalty: 2246.558350
	Iteration 0F: 3 clusters Score -7333110 nChanged 66401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -7373682.000000 Penalty: 2246.558350
	Iteration 1F: 3 clusters Score -7373682 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -7377037.000000 Penalty: 2246.558350
	Iteration 2F: 3 clusters Score -7377037 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -7382322.000000 Penalty: 2246.558350
	Iteration 3F: 3 clusters Score -7382322 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -7389861.500000 Penalty: 2246.558350
	Iteration 4F: 3 clusters Score -7389862 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -7398515.500000 Penalty: 2246.558350
	Iteration 5F: 3 clusters Score -7398516 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114313 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -7406794.000000 Penalty: 2246.558350
	Iteration 6F: 3 clusters Score -7406794 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -7413496.500000 Penalty: 2246.558350
	Iteration 7F: 3 clusters Score -7413496 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126509 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -7418334.000000 Penalty: 2246.558350
	Iteration 8Q: 3 clusters Score -7418334 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129802 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -7421441.000000 Penalty: 2246.558350
	Iteration 9Q: 3 clusters Score -7421441 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131629 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -7423041.500000 Penalty: 2246.558350
	Iteration 10Q: 3 clusters Score -7423042 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132697 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7423861.000000 Penalty: 2246.558350
	Iteration 11Q: 3 clusters Score -7423861 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133407 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7424378.500000 Penalty: 2246.558350
	Iteration 12Q: 3 clusters Score -7424378 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133833 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7424687.000000 Penalty: 2246.558350
	Iteration 13Q: 3 clusters Score -7424687 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134102 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7424822.500000 Penalty: 2246.558350
	Iteration 14Q: 3 clusters Score -7424822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134266 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7424895.000000 Penalty: 2246.558350
	Iteration 15Q: 3 clusters Score -7424895 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134389 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7424949.500000 Penalty: 2246.558350
	Iteration 16Q: 3 clusters Score -7424950 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134485 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7424991.500000 Penalty: 2246.558350
	Iteration 17Q: 3 clusters Score -7424992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134548 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7425008.000000 Penalty: 2246.558350
	Iteration 18Q: 3 clusters Score -7425008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7425021.000000 Penalty: 2246.558350
	Iteration 19Q: 3 clusters Score -7425021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134640 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7425030.000000 Penalty: 2246.558350
	Iteration 20F: 3 clusters Score -7425030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7425024.000000 Penalty: 2246.558350
	Iteration 21Q: 3 clusters Score -7425024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134709 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7425036.500000 Penalty: 2246.558350
	Iteration 22Q: 3 clusters Score -7425036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134742 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7425040.500000 Penalty: 2246.558350
	Iteration 23Q: 3 clusters Score -7425040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134773 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7425049.000000 Penalty: 2246.558350
	Iteration 24Q: 3 clusters Score -7425049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134804 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7425055.000000 Penalty: 2246.558350
	Iteration 25Q: 3 clusters Score -7425055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134813 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7425049.000000 Penalty: 2246.558350
	Iteration 26Q: 3 clusters Score -7425049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134822 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7425051.500000 Penalty: 2246.558350
	Iteration 27Q: 3 clusters Score -7425052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134830 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7425053.500000 Penalty: 2246.558350
	Iteration 28Q: 3 clusters Score -7425054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134834 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7425058.500000 Penalty: 2246.558350
	Iteration 29Q: 3 clusters Score -7425058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134837 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7425052.500000 Penalty: 2246.558350
	Iteration 30Q: 3 clusters Score -7425052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134840 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7425049.000000 Penalty: 2246.558350
	Iteration 31Q: 3 clusters Score -7425049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7425042.500000 Penalty: 2246.558350
	Iteration 32Q: 3 clusters Score -7425042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134843 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7425051.000000 Penalty: 2246.558350
	Iteration 33Q: 3 clusters Score -7425051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134848 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7425052.000000 Penalty: 2246.558350
	Iteration 34Q: 3 clusters Score -7425052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134853 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7425053.000000 Penalty: 2246.558350
	Iteration 35Q: 3 clusters Score -7425053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7425058.500000 Penalty: 2246.558350
	Iteration 36Q: 3 clusters Score -7425058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7425051.000000 Penalty: 2246.558350
	Iteration 37Q: 3 clusters Score -7425051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7425050.000000 Penalty: 2246.558350
	Iteration 38Q: 3 clusters Score -7425050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7425046.000000 Penalty: 2246.558350
	Iteration 39Q: 3 clusters Score -7425046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134876 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7425046.500000 Penalty: 2246.558350
	Iteration 40F: 3 clusters Score -7425046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134879 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7425054.000000 Penalty: 2246.558350
	Iteration 41Q: 3 clusters Score -7425054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7425049.500000 Penalty: 2246.558350
	Iteration 42Q: 3 clusters Score -7425050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134888 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7425056.000000 Penalty: 2246.558350
	Iteration 43Q: 3 clusters Score -7425056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134888 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7425056.000000 Penalty: 2246.558350
	Iteration 44F: 3 clusters Score -7425056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -188470.500000 Penalty: 785.163452
	Iteration 0F: 2 clusters Score -188470.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -185624.828125 Penalty: 1570.326904
	Iteration 0F: 3 clusters Score -185624.8 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -186752.359375 Penalty: 1570.326904
	Iteration 1F: 3 clusters Score -186752.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -187243.843750 Penalty: 1570.326904
	Iteration 2F: 3 clusters Score -187243.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -187558.765625 Penalty: 1570.326904
	Iteration 3F: 3 clusters Score -187558.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -187741.906250 Penalty: 1570.326904
	Iteration 4F: 3 clusters Score -187741.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -187846.812500 Penalty: 1570.326904
	Iteration 5Q: 3 clusters Score -187846.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -187905.156250 Penalty: 1570.326904
	Iteration 6Q: 3 clusters Score -187905.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -187934.421875 Penalty: 1570.326904
	Iteration 7Q: 3 clusters Score -187934.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -187956.093750 Penalty: 1570.326904
	Iteration 8Q: 3 clusters Score -187956.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -187976.218750 Penalty: 1570.326904
	Iteration 9Q: 3 clusters Score -187976.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -187993.296875 Penalty: 1570.326904
	Iteration 10Q: 3 clusters Score -187993.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188001.453125 Penalty: 1570.326904
	Iteration 11Q: 3 clusters Score -188001.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -188006.734375 Penalty: 1570.326904
	Iteration 12Q: 3 clusters Score -188006.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188010.718750 Penalty: 1570.326904
	Iteration 13Q: 3 clusters Score -188010.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -188013.390625 Penalty: 1570.326904
	Iteration 14Q: 3 clusters Score -188013.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188015.937500 Penalty: 1570.326904
	Iteration 15Q: 3 clusters Score -188015.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188018.015625 Penalty: 1570.326904
	Iteration 16Q: 3 clusters Score -188018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -188018.875000 Penalty: 1570.326904
	Iteration 17Q: 3 clusters Score -188018.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188020.015625 Penalty: 1570.326904
	Iteration 18Q: 3 clusters Score -188020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -188020.515625 Penalty: 1570.326904
	Iteration 19Q: 3 clusters Score -188020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -188021.031250 Penalty: 1570.326904
	Iteration 20F: 3 clusters Score -188021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -188021.671875 Penalty: 1570.326904
	Iteration 21Q: 3 clusters Score -188021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -188021.984375 Penalty: 1570.326904
	Iteration 22Q: 3 clusters Score -188022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -188021.953125 Penalty: 1570.326904
	Iteration 23Q: 3 clusters Score -188022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -188022.406250 Penalty: 1570.326904
	Iteration 24Q: 3 clusters Score -188022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -188022.750000 Penalty: 1570.326904
	Iteration 25Q: 3 clusters Score -188022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -188023.171875 Penalty: 1570.326904
	Iteration 26Q: 3 clusters Score -188023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -188023.484375 Penalty: 1570.326904
	Iteration 27Q: 3 clusters Score -188023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -188023.484375 Penalty: 1570.326904
	Iteration 28F: 3 clusters Score -188023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Entering Unmasked Estep 
Score: -696741.937500 Penalty: 899.504150
	Iteration 0F: 2 clusters Score -696741.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -688021.187500 Penalty: 1799.008301
	Iteration 0F: 3 clusters Score -688021.2 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -691230.937500 Penalty: 1799.008301
	Iteration 1F: 3 clusters Score -691230.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -691428.437500 Penalty: 1799.008301
	Iteration 2Q: 3 clusters Score -691428.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -691647.437500 Penalty: 1799.008301
	Iteration 3Q: 3 clusters Score -691647.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -691926.937500 Penalty: 1799.008301
	Iteration 4Q: 3 clusters Score -691926.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -692301.875000 Penalty: 1799.008301
	Iteration 5F: 3 clusters Score -692301.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -692846.437500 Penalty: 1799.008301
	Iteration 6F: 3 clusters Score -692846.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -693571.125000 Penalty: 1799.008301
	Iteration 7F: 3 clusters Score -693571.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -694374.062500 Penalty: 1799.008301
	Iteration 8F: 3 clusters Score -694374.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -695096.062500 Penalty: 1799.008301
	Iteration 9F: 3 clusters Score -695096.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -695559.250000 Penalty: 1799.008301
	Iteration 10Q: 3 clusters Score -695559.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -695758.562500 Penalty: 1799.008301
	Iteration 11Q: 3 clusters Score -695758.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -695870.937500 Penalty: 1799.008301
	Iteration 12Q: 3 clusters Score -695870.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -695926.312500 Penalty: 1799.008301
	Iteration 13Q: 3 clusters Score -695926.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -695953.937500 Penalty: 1799.008301
	Iteration 14Q: 3 clusters Score -695953.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -695969.125000 Penalty: 1799.008301
	Iteration 15Q: 3 clusters Score -695969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -695981.687500 Penalty: 1799.008301
	Iteration 16Q: 3 clusters Score -695981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -695986.625000 Penalty: 1799.008301
	Iteration 17Q: 3 clusters Score -695986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -695988.875000 Penalty: 1799.008301
	Iteration 18Q: 3 clusters Score -695988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -695990.250000 Penalty: 1799.008301
	Iteration 19Q: 3 clusters Score -695990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -695990.250000 Penalty: 1799.008301
	Iteration 20F: 3 clusters Score -695990.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Entering Unmasked Estep 
Score: -350480.843750 Penalty: 834.524536
	Iteration 0F: 2 clusters Score -350480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -345822.937500 Penalty: 1669.049072
	Iteration 0F: 3 clusters Score -345822.9 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -347639.500000 Penalty: 1669.049072
	Iteration 1F: 3 clusters Score -347639.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -348118.812500 Penalty: 1669.049072
	Iteration 2F: 3 clusters Score -348118.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -348566.843750 Penalty: 1669.049072
	Iteration 3F: 3 clusters Score -348566.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -348895.281250 Penalty: 1669.049072
	Iteration 4F: 3 clusters Score -348895.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -349101.250000 Penalty: 1669.049072
	Iteration 5F: 3 clusters Score -349101.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -349222.437500 Penalty: 1669.049072
	Iteration 6Q: 3 clusters Score -349222.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -349293.562500 Penalty: 1669.049072
	Iteration 7Q: 3 clusters Score -349293.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -349346.843750 Penalty: 1669.049072
	Iteration 8Q: 3 clusters Score -349346.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -349384.875000 Penalty: 1669.049072
	Iteration 9Q: 3 clusters Score -349384.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -349405.531250 Penalty: 1669.049072
	Iteration 10Q: 3 clusters Score -349405.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -349416.437500 Penalty: 1669.049072
	Iteration 11Q: 3 clusters Score -349416.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -349424.656250 Penalty: 1669.049072
	Iteration 12Q: 3 clusters Score -349424.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -349432.312500 Penalty: 1669.049072
	Iteration 13Q: 3 clusters Score -349432.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -349436.218750 Penalty: 1669.049072
	Iteration 14Q: 3 clusters Score -349436.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -349440.312500 Penalty: 1669.049072
	Iteration 15Q: 3 clusters Score -349440.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -349443.312500 Penalty: 1669.049072
	Iteration 16Q: 3 clusters Score -349443.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -349449.062500 Penalty: 1669.049072
	Iteration 17Q: 3 clusters Score -349449.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -349455.468750 Penalty: 1669.049072
	Iteration 18Q: 3 clusters Score -349455.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -349463.406250 Penalty: 1669.049072
	Iteration 19Q: 3 clusters Score -349463.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -349465.812500 Penalty: 1669.049072
	Iteration 20F: 3 clusters Score -349465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -349467.156250 Penalty: 1669.049072
	Iteration 21Q: 3 clusters Score -349467.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -349470.250000 Penalty: 1669.049072
	Iteration 22Q: 3 clusters Score -349470.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -349473.375000 Penalty: 1669.049072
	Iteration 23Q: 3 clusters Score -349473.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -349476.531250 Penalty: 1669.049072
	Iteration 24Q: 3 clusters Score -349476.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -349479.781250 Penalty: 1669.049072
	Iteration 25Q: 3 clusters Score -349479.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -349482.000000 Penalty: 1669.049072
	Iteration 26Q: 3 clusters Score -349482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -349484.750000 Penalty: 1669.049072
	Iteration 27Q: 3 clusters Score -349484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -349486.031250 Penalty: 1669.049072
	Iteration 28Q: 3 clusters Score -349486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -349488.593750 Penalty: 1669.049072
	Iteration 29Q: 3 clusters Score -349488.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -349489.500000 Penalty: 1669.049072
	Iteration 30Q: 3 clusters Score -349489.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -349491.218750 Penalty: 1669.049072
	Iteration 31Q: 3 clusters Score -349491.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -349493.718750 Penalty: 1669.049072
	Iteration 32Q: 3 clusters Score -349493.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -349494.656250 Penalty: 1669.049072
	Iteration 33Q: 3 clusters Score -349494.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -349495.812500 Penalty: 1669.049072
	Iteration 34Q: 3 clusters Score -349495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -349497.343750 Penalty: 1669.049072
	Iteration 35Q: 3 clusters Score -349497.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -349499.062500 Penalty: 1669.049072
	Iteration 36Q: 3 clusters Score -349499.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -349502.281250 Penalty: 1669.049072
	Iteration 37Q: 3 clusters Score -349502.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -349503.250000 Penalty: 1669.049072
	Iteration 38Q: 3 clusters Score -349503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -349505.125000 Penalty: 1669.049072
	Iteration 39Q: 3 clusters Score -349505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -349505.937500 Penalty: 1669.049072
	Iteration 40F: 3 clusters Score -349505.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -349506.281250 Penalty: 1669.049072
	Iteration 41Q: 3 clusters Score -349506.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -349507.625000 Penalty: 1669.049072
	Iteration 42Q: 3 clusters Score -349507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -349508.218750 Penalty: 1669.049072
	Iteration 43Q: 3 clusters Score -349508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -349508.656250 Penalty: 1669.049072
	Iteration 44Q: 3 clusters Score -349508.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -349508.656250 Penalty: 1669.049072
	Iteration 45F: 3 clusters Score -349508.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -387880.656250 Penalty: 837.064453
	Iteration 0F: 2 clusters Score -387880.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -383156.406250 Penalty: 1674.128906
	Iteration 0F: 3 clusters Score -383156.4 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -384904.375000 Penalty: 1674.128906
	Iteration 1F: 3 clusters Score -384904.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -385136.562500 Penalty: 1674.128906
	Iteration 2F: 3 clusters Score -385136.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -385408.500000 Penalty: 1674.128906
	Iteration 3F: 3 clusters Score -385408.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -385705.343750 Penalty: 1674.128906
	Iteration 4F: 3 clusters Score -385705.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -386001.625000 Penalty: 1674.128906
	Iteration 5F: 3 clusters Score -386001.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -386284.281250 Penalty: 1674.128906
	Iteration 6F: 3 clusters Score -386284.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -386518.968750 Penalty: 1674.128906
	Iteration 7Q: 3 clusters Score -386519 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -386665.437500 Penalty: 1674.128906
	Iteration 8Q: 3 clusters Score -386665.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -386736.843750 Penalty: 1674.128906
	Iteration 9Q: 3 clusters Score -386736.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -386789.125000 Penalty: 1674.128906
	Iteration 10Q: 3 clusters Score -386789.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -386830.343750 Penalty: 1674.128906
	Iteration 11Q: 3 clusters Score -386830.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -386864.812500 Penalty: 1674.128906
	Iteration 12Q: 3 clusters Score -386864.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -386895.937500 Penalty: 1674.128906
	Iteration 13Q: 3 clusters Score -386895.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -386926.343750 Penalty: 1674.128906
	Iteration 14Q: 3 clusters Score -386926.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -386951.156250 Penalty: 1674.128906
	Iteration 15Q: 3 clusters Score -386951.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -386977.343750 Penalty: 1674.128906
	Iteration 16Q: 3 clusters Score -386977.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -386997.281250 Penalty: 1674.128906
	Iteration 17Q: 3 clusters Score -386997.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -387009.000000 Penalty: 1674.128906
	Iteration 18Q: 3 clusters Score -387009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -387019.656250 Penalty: 1674.128906
	Iteration 19Q: 3 clusters Score -387019.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -387035.218750 Penalty: 1674.128906
	Iteration 20F: 3 clusters Score -387035.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -387051.531250 Penalty: 1674.128906
	Iteration 21Q: 3 clusters Score -387051.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -387058.750000 Penalty: 1674.128906
	Iteration 22Q: 3 clusters Score -387058.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -387066.875000 Penalty: 1674.128906
	Iteration 23Q: 3 clusters Score -387066.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -387072.968750 Penalty: 1674.128906
	Iteration 24Q: 3 clusters Score -387073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -387076.656250 Penalty: 1674.128906
	Iteration 25Q: 3 clusters Score -387076.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -387082.437500 Penalty: 1674.128906
	Iteration 26Q: 3 clusters Score -387082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -387086.031250 Penalty: 1674.128906
	Iteration 27Q: 3 clusters Score -387086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -387089.687500 Penalty: 1674.128906
	Iteration 28Q: 3 clusters Score -387089.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -387094.531250 Penalty: 1674.128906
	Iteration 29Q: 3 clusters Score -387094.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -387100.812500 Penalty: 1674.128906
	Iteration 30Q: 3 clusters Score -387100.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -387105.343750 Penalty: 1674.128906
	Iteration 31Q: 3 clusters Score -387105.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -387111.156250 Penalty: 1674.128906
	Iteration 32Q: 3 clusters Score -387111.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -387117.906250 Penalty: 1674.128906
	Iteration 33Q: 3 clusters Score -387117.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -387120.937500 Penalty: 1674.128906
	Iteration 34Q: 3 clusters Score -387120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -387126.218750 Penalty: 1674.128906
	Iteration 35Q: 3 clusters Score -387126.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -387131.000000 Penalty: 1674.128906
	Iteration 36Q: 3 clusters Score -387131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -387133.281250 Penalty: 1674.128906
	Iteration 37Q: 3 clusters Score -387133.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -387135.562500 Penalty: 1674.128906
	Iteration 38Q: 3 clusters Score -387135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -387137.125000 Penalty: 1674.128906
	Iteration 39Q: 3 clusters Score -387137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -387137.218750 Penalty: 1674.128906
	Iteration 40F: 3 clusters Score -387137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -387137.281250 Penalty: 1674.128906
	Iteration 41Q: 3 clusters Score -387137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -387138.843750 Penalty: 1674.128906
	Iteration 42Q: 3 clusters Score -387138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -387138.437500 Penalty: 1674.128906
	Iteration 43Q: 3 clusters Score -387138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -387138.437500 Penalty: 1674.128906
	Iteration 44Q: 3 clusters Score -387138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -387139.250000 Penalty: 1674.128906
	Iteration 45Q: 3 clusters Score -387139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -387139.593750 Penalty: 1674.128906
	Iteration 46Q: 3 clusters Score -387139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -387139.937500 Penalty: 1674.128906
	Iteration 47Q: 3 clusters Score -387139.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -387140.781250 Penalty: 1674.128906
	Iteration 48Q: 3 clusters Score -387140.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -387141.375000 Penalty: 1674.128906
	Iteration 49Q: 3 clusters Score -387141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -387143.750000 Penalty: 1674.128906
	Iteration 50Q: 3 clusters Score -387143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -387144.093750 Penalty: 1674.128906
	Iteration 51Q: 3 clusters Score -387144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -387143.718750 Penalty: 1674.128906
	Iteration 52Q: 3 clusters Score -387143.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -387143.968750 Penalty: 1674.128906
	Iteration 53Q: 3 clusters Score -387144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -387143.531250 Penalty: 1674.128906
	Iteration 54Q: 3 clusters Score -387143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -387143.531250 Penalty: 1674.128906
	Iteration 55F: 3 clusters Score -387143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Entering Unmasked Estep 
Score: -1413249.250000 Penalty: 974.424316
	Iteration 0F: 2 clusters Score -1413249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1394152.625000 Penalty: 1948.848633
	Iteration 0F: 3 clusters Score -1394153 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1401592.250000 Penalty: 1948.848633
	Iteration 1F: 3 clusters Score -1401592 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1401910.125000 Penalty: 1948.848633
	Iteration 2Q: 3 clusters Score -1401910 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1402283.375000 Penalty: 1948.848633
	Iteration 3Q: 3 clusters Score -1402283 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1402754.750000 Penalty: 1948.848633
	Iteration 4Q: 3 clusters Score -1402755 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1403394.750000 Penalty: 1948.848633
	Iteration 5Q: 3 clusters Score -1403395 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1404338.000000 Penalty: 1948.848633
	Iteration 6F: 3 clusters Score -1404338 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1405611.125000 Penalty: 1948.848633
	Iteration 7F: 3 clusters Score -1405611 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1407043.125000 Penalty: 1948.848633
	Iteration 8F: 3 clusters Score -1407043 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -1408430.375000 Penalty: 1948.848633
	Iteration 9F: 3 clusters Score -1408430 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -1409411.875000 Penalty: 1948.848633
	Iteration 10Q: 3 clusters Score -1409412 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -1409917.375000 Penalty: 1948.848633
	Iteration 11Q: 3 clusters Score -1409917 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -1410190.000000 Penalty: 1948.848633
	Iteration 12Q: 3 clusters Score -1410190 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -1410383.125000 Penalty: 1948.848633
	Iteration 13Q: 3 clusters Score -1410383 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -1410584.250000 Penalty: 1948.848633
	Iteration 14Q: 3 clusters Score -1410584 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -1410777.375000 Penalty: 1948.848633
	Iteration 15Q: 3 clusters Score -1410777 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -1410965.125000 Penalty: 1948.848633
	Iteration 16Q: 3 clusters Score -1410965 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -1411140.875000 Penalty: 1948.848633
	Iteration 17Q: 3 clusters Score -1411141 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -1411296.500000 Penalty: 1948.848633
	Iteration 18Q: 3 clusters Score -1411296 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -1411443.000000 Penalty: 1948.848633
	Iteration 19Q: 3 clusters Score -1411443 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -1411575.875000 Penalty: 1948.848633
	Iteration 20F: 3 clusters Score -1411576 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -1411708.750000 Penalty: 1948.848633
	Iteration 21Q: 3 clusters Score -1411709 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -1411818.375000 Penalty: 1948.848633
	Iteration 22Q: 3 clusters Score -1411818 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -1411920.875000 Penalty: 1948.848633
	Iteration 23Q: 3 clusters Score -1411921 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -1412037.125000 Penalty: 1948.848633
	Iteration 24Q: 3 clusters Score -1412037 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -1412121.750000 Penalty: 1948.848633
	Iteration 25Q: 3 clusters Score -1412122 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -1412185.500000 Penalty: 1948.848633
	Iteration 26Q: 3 clusters Score -1412186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -1412257.250000 Penalty: 1948.848633
	Iteration 27Q: 3 clusters Score -1412257 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -1412317.500000 Penalty: 1948.848633
	Iteration 28Q: 3 clusters Score -1412318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -1412342.625000 Penalty: 1948.848633
	Iteration 29Q: 3 clusters Score -1412343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -1412367.000000 Penalty: 1948.848633
	Iteration 30Q: 3 clusters Score -1412367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -1412387.000000 Penalty: 1948.848633
	Iteration 31Q: 3 clusters Score -1412387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -1412416.875000 Penalty: 1948.848633
	Iteration 32Q: 3 clusters Score -1412417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -1412442.625000 Penalty: 1948.848633
	Iteration 33Q: 3 clusters Score -1412443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -1412464.500000 Penalty: 1948.848633
	Iteration 34Q: 3 clusters Score -1412464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -1412488.500000 Penalty: 1948.848633
	Iteration 35Q: 3 clusters Score -1412488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -1412509.500000 Penalty: 1948.848633
	Iteration 36Q: 3 clusters Score -1412510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -1412523.125000 Penalty: 1948.848633
	Iteration 37Q: 3 clusters Score -1412523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -1412533.375000 Penalty: 1948.848633
	Iteration 38Q: 3 clusters Score -1412533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -1412543.125000 Penalty: 1948.848633
	Iteration 39Q: 3 clusters Score -1412543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -1412557.500000 Penalty: 1948.848633
	Iteration 40F: 3 clusters Score -1412558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -1412564.375000 Penalty: 1948.848633
	Iteration 41Q: 3 clusters Score -1412564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -1412573.250000 Penalty: 1948.848633
	Iteration 42Q: 3 clusters Score -1412573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -1412580.500000 Penalty: 1948.848633
	Iteration 43Q: 3 clusters Score -1412580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -1412594.875000 Penalty: 1948.848633
	Iteration 44Q: 3 clusters Score -1412595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -1412596.750000 Penalty: 1948.848633
	Iteration 45Q: 3 clusters Score -1412597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -1412601.750000 Penalty: 1948.848633
	Iteration 46Q: 3 clusters Score -1412602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -1412603.875000 Penalty: 1948.848633
	Iteration 47Q: 3 clusters Score -1412604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -1412606.875000 Penalty: 1948.848633
	Iteration 48Q: 3 clusters Score -1412607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -1412610.250000 Penalty: 1948.848633
	Iteration 49Q: 3 clusters Score -1412610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -1412613.375000 Penalty: 1948.848633
	Iteration 50Q: 3 clusters Score -1412613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -1412614.000000 Penalty: 1948.848633
	Iteration 51Q: 3 clusters Score -1412614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -1412612.625000 Penalty: 1948.848633
	Iteration 52Q: 3 clusters Score -1412613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -1412614.125000 Penalty: 1948.848633
	Iteration 53Q: 3 clusters Score -1412614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -1412614.625000 Penalty: 1948.848633
	Iteration 54Q: 3 clusters Score -1412615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -1412614.125000 Penalty: 1948.848633
	Iteration 55Q: 3 clusters Score -1412614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -1412615.875000 Penalty: 1948.848633
	Iteration 56Q: 3 clusters Score -1412616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -1412617.500000 Penalty: 1948.848633
	Iteration 57Q: 3 clusters Score -1412618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -1412617.500000 Penalty: 1948.848633
	Iteration 58F: 3 clusters Score -1412618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -110274.843750 Penalty: 733.359497
	Iteration 0F: 2 clusters Score -110274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -108413.648438 Penalty: 1466.718994
	Iteration 0F: 3 clusters Score -108413.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -108927.562500 Penalty: 1466.718994
	Iteration 1F: 3 clusters Score -108927.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -109030.945312 Penalty: 1466.718994
	Iteration 2F: 3 clusters Score -109030.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -109083.984375 Penalty: 1466.718994
	Iteration 3F: 3 clusters Score -109084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -109112.945312 Penalty: 1466.718994
	Iteration 4Q: 3 clusters Score -109112.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -109129.789062 Penalty: 1466.718994
	Iteration 5Q: 3 clusters Score -109129.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -109147.218750 Penalty: 1466.718994
	Iteration 6Q: 3 clusters Score -109147.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -109159.476562 Penalty: 1466.718994
	Iteration 7Q: 3 clusters Score -109159.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -109170.898438 Penalty: 1466.718994
	Iteration 8Q: 3 clusters Score -109170.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -109188.687500 Penalty: 1466.718994
	Iteration 9Q: 3 clusters Score -109188.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -109202.507812 Penalty: 1466.718994
	Iteration 10Q: 3 clusters Score -109202.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -109213.750000 Penalty: 1466.718994
	Iteration 11Q: 3 clusters Score -109213.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -109225.460938 Penalty: 1466.718994
	Iteration 12Q: 3 clusters Score -109225.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -109241.460938 Penalty: 1466.718994
	Iteration 13Q: 3 clusters Score -109241.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -109261.460938 Penalty: 1466.718994
	Iteration 14Q: 3 clusters Score -109261.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -109274.632812 Penalty: 1466.718994
	Iteration 15Q: 3 clusters Score -109274.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -109291.578125 Penalty: 1466.718994
	Iteration 16Q: 3 clusters Score -109291.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -109306.320312 Penalty: 1466.718994
	Iteration 17Q: 3 clusters Score -109306.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -109328.187500 Penalty: 1466.718994
	Iteration 18Q: 3 clusters Score -109328.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -109350.742188 Penalty: 1466.718994
	Iteration 19Q: 3 clusters Score -109350.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -109389.937500 Penalty: 1466.718994
	Iteration 20F: 3 clusters Score -109389.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -109440.250000 Penalty: 1466.718994
	Iteration 21Q: 3 clusters Score -109440.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -109496.742188 Penalty: 1466.718994
	Iteration 22Q: 3 clusters Score -109496.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -109552.148438 Penalty: 1466.718994
	Iteration 23Q: 3 clusters Score -109552.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -109616.757812 Penalty: 1466.718994
	Iteration 24Q: 3 clusters Score -109616.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -109677.578125 Penalty: 1466.718994
	Iteration 25Q: 3 clusters Score -109677.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -109728.484375 Penalty: 1466.718994
	Iteration 26Q: 3 clusters Score -109728.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -109762.867188 Penalty: 1466.718994
	Iteration 27Q: 3 clusters Score -109762.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -109799.703125 Penalty: 1466.718994
	Iteration 28Q: 3 clusters Score -109799.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -109821.695312 Penalty: 1466.718994
	Iteration 29Q: 3 clusters Score -109821.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -109835.164062 Penalty: 1466.718994
	Iteration 30Q: 3 clusters Score -109835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -109842.195312 Penalty: 1466.718994
	Iteration 31Q: 3 clusters Score -109842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -109849.296875 Penalty: 1466.718994
	Iteration 32Q: 3 clusters Score -109849.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -109853.148438 Penalty: 1466.718994
	Iteration 33Q: 3 clusters Score -109853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -109855.460938 Penalty: 1466.718994
	Iteration 34Q: 3 clusters Score -109855.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -109862.039062 Penalty: 1466.718994
	Iteration 35Q: 3 clusters Score -109862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -109866.570312 Penalty: 1466.718994
	Iteration 36Q: 3 clusters Score -109866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -109868.195312 Penalty: 1466.718994
	Iteration 37Q: 3 clusters Score -109868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -109869.453125 Penalty: 1466.718994
	Iteration 38Q: 3 clusters Score -109869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -109870.343750 Penalty: 1466.718994
	Iteration 39Q: 3 clusters Score -109870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -109870.601562 Penalty: 1466.718994
	Iteration 40F: 3 clusters Score -109870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Entering Unmasked Estep 
Score: -984629.625000 Penalty: 930.329956
	Iteration 0F: 2 clusters Score -984629.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -972635.625000 Penalty: 1860.659912
	Iteration 0F: 3 clusters Score -972635.6 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -977294.250000 Penalty: 1860.659912
	Iteration 1F: 3 clusters Score -977294.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -977932.375000 Penalty: 1860.659912
	Iteration 2F: 3 clusters Score -977932.4 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -978931.187500 Penalty: 1860.659912
	Iteration 3F: 3 clusters Score -978931.2 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -980164.625000 Penalty: 1860.659912
	Iteration 4F: 3 clusters Score -980164.6 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -981633.000000 Penalty: 1860.659912
	Iteration 5F: 3 clusters Score -981633 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -982911.250000 Penalty: 1860.659912
	Iteration 6F: 3 clusters Score -982911.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -983687.687500 Penalty: 1860.659912
	Iteration 7F: 3 clusters Score -983687.7 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -984113.250000 Penalty: 1860.659912
	Iteration 8Q: 3 clusters Score -984113.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -984338.500000 Penalty: 1860.659912
	Iteration 9Q: 3 clusters Score -984338.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -984457.875000 Penalty: 1860.659912
	Iteration 10Q: 3 clusters Score -984457.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -984514.187500 Penalty: 1860.659912
	Iteration 11Q: 3 clusters Score -984514.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -984541.000000 Penalty: 1860.659912
	Iteration 12Q: 3 clusters Score -984541 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -984549.687500 Penalty: 1860.659912
	Iteration 13Q: 3 clusters Score -984549.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -984558.312500 Penalty: 1860.659912
	Iteration 14Q: 3 clusters Score -984558.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -984562.750000 Penalty: 1860.659912
	Iteration 15Q: 3 clusters Score -984562.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -984566.812500 Penalty: 1860.659912
	Iteration 16Q: 3 clusters Score -984566.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -984568.500000 Penalty: 1860.659912
	Iteration 17Q: 3 clusters Score -984568.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -984569.062500 Penalty: 1860.659912
	Iteration 18Q: 3 clusters Score -984569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -984571.000000 Penalty: 1860.659912
	Iteration 19Q: 3 clusters Score -984571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -984571.250000 Penalty: 1860.659912
	Iteration 20F: 3 clusters Score -984571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -984570.750000 Penalty: 1860.659912
	Iteration 21Q: 3 clusters Score -984570.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -984571.125000 Penalty: 1860.659912
	Iteration 22Q: 3 clusters Score -984571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -984570.875000 Penalty: 1860.659912
	Iteration 23Q: 3 clusters Score -984570.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -984572.312500 Penalty: 1860.659912
	Iteration 24Q: 3 clusters Score -984572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -984570.875000 Penalty: 1860.659912
	Iteration 25Q: 3 clusters Score -984570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -984571.875000 Penalty: 1860.659912
	Iteration 26Q: 3 clusters Score -984571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -984572.500000 Penalty: 1860.659912
	Iteration 27Q: 3 clusters Score -984572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -984573.562500 Penalty: 1860.659912
	Iteration 28Q: 3 clusters Score -984573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -984574.750000 Penalty: 1860.659912
	Iteration 29Q: 3 clusters Score -984574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -984574.625000 Penalty: 1860.659912
	Iteration 30Q: 3 clusters Score -984574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -984573.500000 Penalty: 1860.659912
	Iteration 31Q: 3 clusters Score -984573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -984576.250000 Penalty: 1860.659912
	Iteration 32Q: 3 clusters Score -984576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -984574.750000 Penalty: 1860.659912
	Iteration 33Q: 3 clusters Score -984574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -984574.375000 Penalty: 1860.659912
	Iteration 34Q: 3 clusters Score -984574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -984575.500000 Penalty: 1860.659912
	Iteration 35Q: 3 clusters Score -984575.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -984576.375000 Penalty: 1860.659912
	Iteration 36Q: 3 clusters Score -984576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -984578.437500 Penalty: 1860.659912
	Iteration 37Q: 3 clusters Score -984578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -984578.687500 Penalty: 1860.659912
	Iteration 38Q: 3 clusters Score -984578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -984580.062500 Penalty: 1860.659912
	Iteration 39Q: 3 clusters Score -984580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -984578.812500 Penalty: 1860.659912
	Iteration 40F: 3 clusters Score -984578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -984578.625000 Penalty: 1860.659912
	Iteration 41Q: 3 clusters Score -984578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -984578.562500 Penalty: 1860.659912
	Iteration 42Q: 3 clusters Score -984578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -984577.812500 Penalty: 1860.659912
	Iteration 43Q: 3 clusters Score -984577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -984579.875000 Penalty: 1860.659912
	Iteration 44Q: 3 clusters Score -984579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -984580.625000 Penalty: 1860.659912
	Iteration 45Q: 3 clusters Score -984580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -984582.062500 Penalty: 1860.659912
	Iteration 46Q: 3 clusters Score -984582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -984581.812500 Penalty: 1860.659912
	Iteration 47Q: 3 clusters Score -984581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -984581.187500 Penalty: 1860.659912
	Iteration 48Q: 3 clusters Score -984581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -984581.187500 Penalty: 1860.659912
	Iteration 49Q: 3 clusters Score -984581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -984581.187500 Penalty: 1860.659912
	Iteration 50F: 3 clusters Score -984581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -126047.218750 Penalty: 739.840698
	Iteration 0F: 2 clusters Score -126047.2 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 1222 members 
Entering Unmasked Estep 
Score: -124058.953125 Penalty: 1479.681396
	Iteration 0F: 3 clusters Score -124059 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -124625.609375 Penalty: 1479.681396
	Iteration 1F: 3 clusters Score -124625.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -124779.882812 Penalty: 1479.681396
	Iteration 2F: 3 clusters Score -124779.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -124930.828125 Penalty: 1479.681396
	Iteration 3F: 3 clusters Score -124930.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -125012.257812 Penalty: 1479.681396
	Iteration 4F: 3 clusters Score -125012.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -125089.789062 Penalty: 1479.681396
	Iteration 5Q: 3 clusters Score -125089.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -125151.351562 Penalty: 1479.681396
	Iteration 6Q: 3 clusters Score -125151.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -125215.851562 Penalty: 1479.681396
	Iteration 7Q: 3 clusters Score -125215.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -125280.320312 Penalty: 1479.681396
	Iteration 8Q: 3 clusters Score -125280.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -125330.734375 Penalty: 1479.681396
	Iteration 9Q: 3 clusters Score -125330.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -125389.078125 Penalty: 1479.681396
	Iteration 10Q: 3 clusters Score -125389.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -125445.367188 Penalty: 1479.681396
	Iteration 11Q: 3 clusters Score -125445.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -125489.773438 Penalty: 1479.681396
	Iteration 12Q: 3 clusters Score -125489.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -125517.992188 Penalty: 1479.681396
	Iteration 13Q: 3 clusters Score -125518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125553.234375 Penalty: 1479.681396
	Iteration 14Q: 3 clusters Score -125553.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125585.906250 Penalty: 1479.681396
	Iteration 15Q: 3 clusters Score -125585.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125609.320312 Penalty: 1479.681396
	Iteration 16Q: 3 clusters Score -125609.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125625.234375 Penalty: 1479.681396
	Iteration 17Q: 3 clusters Score -125625.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125639.953125 Penalty: 1479.681396
	Iteration 18Q: 3 clusters Score -125640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -125657.273438 Penalty: 1479.681396
	Iteration 19Q: 3 clusters Score -125657.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -125678.523438 Penalty: 1479.681396
	Iteration 20F: 3 clusters Score -125678.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -125697.601562 Penalty: 1479.681396
	Iteration 21Q: 3 clusters Score -125697.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -125716.179688 Penalty: 1479.681396
	Iteration 22Q: 3 clusters Score -125716.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -125734.406250 Penalty: 1479.681396
	Iteration 23Q: 3 clusters Score -125734.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -125750.375000 Penalty: 1479.681396
	Iteration 24Q: 3 clusters Score -125750.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -125772.125000 Penalty: 1479.681396
	Iteration 25Q: 3 clusters Score -125772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -125788.015625 Penalty: 1479.681396
	Iteration 26Q: 3 clusters Score -125788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -125798.273438 Penalty: 1479.681396
	Iteration 27Q: 3 clusters Score -125798.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -125822.507812 Penalty: 1479.681396
	Iteration 28Q: 3 clusters Score -125822.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -125857.726562 Penalty: 1479.681396
	Iteration 29Q: 3 clusters Score -125857.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -125886.312500 Penalty: 1479.681396
	Iteration 30Q: 3 clusters Score -125886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -125899.226562 Penalty: 1479.681396
	Iteration 31Q: 3 clusters Score -125899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -125912.656250 Penalty: 1479.681396
	Iteration 32Q: 3 clusters Score -125912.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -125923.648438 Penalty: 1479.681396
	Iteration 33Q: 3 clusters Score -125923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -125927.609375 Penalty: 1479.681396
	Iteration 34Q: 3 clusters Score -125927.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -125929.773438 Penalty: 1479.681396
	Iteration 35Q: 3 clusters Score -125929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -125932.437500 Penalty: 1479.681396
	Iteration 36Q: 3 clusters Score -125932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -125938.664062 Penalty: 1479.681396
	Iteration 37Q: 3 clusters Score -125938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -125941.765625 Penalty: 1479.681396
	Iteration 38Q: 3 clusters Score -125941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -125943.132812 Penalty: 1479.681396
	Iteration 39Q: 3 clusters Score -125943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -125943.804688 Penalty: 1479.681396
	Iteration 40F: 3 clusters Score -125943.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -353097.781250 Penalty: 838.218628
	Iteration 0F: 2 clusters Score -353097.8 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 3419 members 
Entering Unmasked Estep 
Score: -348366.812500 Penalty: 1676.437256
	Iteration 0F: 3 clusters Score -348366.8 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -350003.343750 Penalty: 1676.437256
	Iteration 1F: 3 clusters Score -350003.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -350184.218750 Penalty: 1676.437256
	Iteration 2F: 3 clusters Score -350184.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -350324.968750 Penalty: 1676.437256
	Iteration 3Q: 3 clusters Score -350325 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -350432.906250 Penalty: 1676.437256
	Iteration 4Q: 3 clusters Score -350432.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -350535.093750 Penalty: 1676.437256
	Iteration 5Q: 3 clusters Score -350535.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -350633.656250 Penalty: 1676.437256
	Iteration 6Q: 3 clusters Score -350633.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -350731.437500 Penalty: 1676.437256
	Iteration 7Q: 3 clusters Score -350731.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -350868.093750 Penalty: 1676.437256
	Iteration 8Q: 3 clusters Score -350868.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -351008.218750 Penalty: 1676.437256
	Iteration 9Q: 3 clusters Score -351008.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -351170.625000 Penalty: 1676.437256
	Iteration 10Q: 3 clusters Score -351170.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -351346.750000 Penalty: 1676.437256
	Iteration 11Q: 3 clusters Score -351346.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -351519.875000 Penalty: 1676.437256
	Iteration 12Q: 3 clusters Score -351519.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -351677.343750 Penalty: 1676.437256
	Iteration 13Q: 3 clusters Score -351677.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -351817.500000 Penalty: 1676.437256
	Iteration 14Q: 3 clusters Score -351817.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -351945.156250 Penalty: 1676.437256
	Iteration 15Q: 3 clusters Score -351945.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -352070.875000 Penalty: 1676.437256
	Iteration 16Q: 3 clusters Score -352070.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -352153.781250 Penalty: 1676.437256
	Iteration 17Q: 3 clusters Score -352153.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -352221.843750 Penalty: 1676.437256
	Iteration 18Q: 3 clusters Score -352221.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -352291.625000 Penalty: 1676.437256
	Iteration 19Q: 3 clusters Score -352291.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -352361.281250 Penalty: 1676.437256
	Iteration 20F: 3 clusters Score -352361.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -352415.750000 Penalty: 1676.437256
	Iteration 21Q: 3 clusters Score -352415.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -352473.562500 Penalty: 1676.437256
	Iteration 22Q: 3 clusters Score -352473.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -352517.031250 Penalty: 1676.437256
	Iteration 23Q: 3 clusters Score -352517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -352548.000000 Penalty: 1676.437256
	Iteration 24Q: 3 clusters Score -352548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -352583.843750 Penalty: 1676.437256
	Iteration 25Q: 3 clusters Score -352583.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -352613.156250 Penalty: 1676.437256
	Iteration 26Q: 3 clusters Score -352613.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -352638.343750 Penalty: 1676.437256
	Iteration 27Q: 3 clusters Score -352638.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -352655.093750 Penalty: 1676.437256
	Iteration 28Q: 3 clusters Score -352655.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -352668.937500 Penalty: 1676.437256
	Iteration 29Q: 3 clusters Score -352668.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -352680.218750 Penalty: 1676.437256
	Iteration 30Q: 3 clusters Score -352680.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -352686.375000 Penalty: 1676.437256
	Iteration 31Q: 3 clusters Score -352686.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -352691.468750 Penalty: 1676.437256
	Iteration 32Q: 3 clusters Score -352691.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -352697.343750 Penalty: 1676.437256
	Iteration 33Q: 3 clusters Score -352697.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -352700.906250 Penalty: 1676.437256
	Iteration 34Q: 3 clusters Score -352700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -352704.687500 Penalty: 1676.437256
	Iteration 35Q: 3 clusters Score -352704.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -352706.656250 Penalty: 1676.437256
	Iteration 36Q: 3 clusters Score -352706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -352709.125000 Penalty: 1676.437256
	Iteration 37Q: 3 clusters Score -352709.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -352712.625000 Penalty: 1676.437256
	Iteration 38Q: 3 clusters Score -352712.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -352715.000000 Penalty: 1676.437256
	Iteration 39Q: 3 clusters Score -352715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -352716.906250 Penalty: 1676.437256
	Iteration 40F: 3 clusters Score -352716.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -352717.562500 Penalty: 1676.437256
	Iteration 41Q: 3 clusters Score -352717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -352718.031250 Penalty: 1676.437256
	Iteration 42Q: 3 clusters Score -352718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -352718.156250 Penalty: 1676.437256
	Iteration 43Q: 3 clusters Score -352718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -352719.718750 Penalty: 1676.437256
	Iteration 44Q: 3 clusters Score -352719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -352719.968750 Penalty: 1676.437256
	Iteration 45Q: 3 clusters Score -352720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -352720.406250 Penalty: 1676.437256
	Iteration 46Q: 3 clusters Score -352720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -352720.406250 Penalty: 1676.437256
	Iteration 47Q: 3 clusters Score -352720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -352720.718750 Penalty: 1676.437256
	Iteration 48Q: 3 clusters Score -352720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -352720.593750 Penalty: 1676.437256
	Iteration 49Q: 3 clusters Score -352720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -352720.750000 Penalty: 1676.437256
	Iteration 50Q: 3 clusters Score -352720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -352721.312500 Penalty: 1676.437256
	Iteration 51Q: 3 clusters Score -352721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -352720.812500 Penalty: 1676.437256
	Iteration 52Q: 3 clusters Score -352720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -352720.812500 Penalty: 1676.437256
	Iteration 53F: 3 clusters Score -352720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Entering Unmasked Estep 
Score: -1371131.875000 Penalty: 963.926086
	Iteration 0F: 2 clusters Score -1371132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1354189.875000 Penalty: 1927.852173
	Iteration 0F: 3 clusters Score -1354190 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1361360.000000 Penalty: 1927.852173
	Iteration 1F: 3 clusters Score -1361360 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1362211.000000 Penalty: 1927.852173
	Iteration 2F: 3 clusters Score -1362211 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1363217.125000 Penalty: 1927.852173
	Iteration 3F: 3 clusters Score -1363217 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1364423.625000 Penalty: 1927.852173
	Iteration 4F: 3 clusters Score -1364424 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1365774.750000 Penalty: 1927.852173
	Iteration 5F: 3 clusters Score -1365775 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1367073.750000 Penalty: 1927.852173
	Iteration 6F: 3 clusters Score -1367074 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1367932.375000 Penalty: 1927.852173
	Iteration 7Q: 3 clusters Score -1367932 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1368385.625000 Penalty: 1927.852173
	Iteration 8Q: 3 clusters Score -1368386 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1368596.125000 Penalty: 1927.852173
	Iteration 9Q: 3 clusters Score -1368596 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1368691.250000 Penalty: 1927.852173
	Iteration 10Q: 3 clusters Score -1368691 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1368748.000000 Penalty: 1927.852173
	Iteration 11Q: 3 clusters Score -1368748 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1368770.750000 Penalty: 1927.852173
	Iteration 12Q: 3 clusters Score -1368771 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1368790.375000 Penalty: 1927.852173
	Iteration 13Q: 3 clusters Score -1368790 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1368798.625000 Penalty: 1927.852173
	Iteration 14Q: 3 clusters Score -1368799 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1368812.625000 Penalty: 1927.852173
	Iteration 15Q: 3 clusters Score -1368813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1368814.875000 Penalty: 1927.852173
	Iteration 16Q: 3 clusters Score -1368815 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1368819.000000 Penalty: 1927.852173
	Iteration 17Q: 3 clusters Score -1368819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1368823.250000 Penalty: 1927.852173
	Iteration 18Q: 3 clusters Score -1368823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1368826.000000 Penalty: 1927.852173
	Iteration 19Q: 3 clusters Score -1368826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1368830.375000 Penalty: 1927.852173
	Iteration 20F: 3 clusters Score -1368830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1368829.625000 Penalty: 1927.852173
	Iteration 21Q: 3 clusters Score -1368830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1368833.750000 Penalty: 1927.852173
	Iteration 22Q: 3 clusters Score -1368834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1368836.750000 Penalty: 1927.852173
	Iteration 23Q: 3 clusters Score -1368837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1368841.000000 Penalty: 1927.852173
	Iteration 24Q: 3 clusters Score -1368841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1368839.000000 Penalty: 1927.852173
	Iteration 25Q: 3 clusters Score -1368839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1368843.875000 Penalty: 1927.852173
	Iteration 26Q: 3 clusters Score -1368844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1368849.250000 Penalty: 1927.852173
	Iteration 27Q: 3 clusters Score -1368849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1368852.375000 Penalty: 1927.852173
	Iteration 28Q: 3 clusters Score -1368852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1368854.000000 Penalty: 1927.852173
	Iteration 29Q: 3 clusters Score -1368854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1368853.500000 Penalty: 1927.852173
	Iteration 30Q: 3 clusters Score -1368854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1368855.125000 Penalty: 1927.852173
	Iteration 31Q: 3 clusters Score -1368855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1368856.250000 Penalty: 1927.852173
	Iteration 32Q: 3 clusters Score -1368856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1368856.875000 Penalty: 1927.852173
	Iteration 33Q: 3 clusters Score -1368857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1368856.375000 Penalty: 1927.852173
	Iteration 34Q: 3 clusters Score -1368856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1368855.250000 Penalty: 1927.852173
	Iteration 35Q: 3 clusters Score -1368855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1368854.875000 Penalty: 1927.852173
	Iteration 36Q: 3 clusters Score -1368855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1368856.375000 Penalty: 1927.852173
	Iteration 37Q: 3 clusters Score -1368856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1368858.750000 Penalty: 1927.852173
	Iteration 38Q: 3 clusters Score -1368859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1368859.125000 Penalty: 1927.852173
	Iteration 39Q: 3 clusters Score -1368859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1368858.125000 Penalty: 1927.852173
	Iteration 40F: 3 clusters Score -1368858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1368857.625000 Penalty: 1927.852173
	Iteration 41Q: 3 clusters Score -1368858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1368864.250000 Penalty: 1927.852173
	Iteration 42Q: 3 clusters Score -1368864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1368866.500000 Penalty: 1927.852173
	Iteration 43Q: 3 clusters Score -1368866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1368866.625000 Penalty: 1927.852173
	Iteration 44Q: 3 clusters Score -1368867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1368870.750000 Penalty: 1927.852173
	Iteration 45Q: 3 clusters Score -1368871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1368872.625000 Penalty: 1927.852173
	Iteration 46Q: 3 clusters Score -1368873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1368874.000000 Penalty: 1927.852173
	Iteration 47Q: 3 clusters Score -1368874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1368877.875000 Penalty: 1927.852173
	Iteration 48Q: 3 clusters Score -1368878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1368878.125000 Penalty: 1927.852173
	Iteration 49Q: 3 clusters Score -1368878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1368881.125000 Penalty: 1927.852173
	Iteration 50Q: 3 clusters Score -1368881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1368887.500000 Penalty: 1927.852173
	Iteration 51Q: 3 clusters Score -1368888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1368888.500000 Penalty: 1927.852173
	Iteration 52Q: 3 clusters Score -1368888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1368893.125000 Penalty: 1927.852173
	Iteration 53Q: 3 clusters Score -1368893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1368898.500000 Penalty: 1927.852173
	Iteration 54Q: 3 clusters Score -1368898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1368899.875000 Penalty: 1927.852173
	Iteration 55Q: 3 clusters Score -1368900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1368910.000000 Penalty: 1927.852173
	Iteration 56Q: 3 clusters Score -1368910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1368914.875000 Penalty: 1927.852173
	Iteration 57Q: 3 clusters Score -1368915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1368927.000000 Penalty: 1927.852173
	Iteration 58Q: 3 clusters Score -1368927 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1368939.125000 Penalty: 1927.852173
	Iteration 59Q: 3 clusters Score -1368939 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1368945.625000 Penalty: 1927.852173
	Iteration 60F: 3 clusters Score -1368946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1368946.250000 Penalty: 1927.852173
	Iteration 61Q: 3 clusters Score -1368946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1368958.875000 Penalty: 1927.852173
	Iteration 62Q: 3 clusters Score -1368959 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1368970.500000 Penalty: 1927.852173
	Iteration 63Q: 3 clusters Score -1368970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1368982.125000 Penalty: 1927.852173
	Iteration 64Q: 3 clusters Score -1368982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1368989.625000 Penalty: 1927.852173
	Iteration 65Q: 3 clusters Score -1368990 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1368996.500000 Penalty: 1927.852173
	Iteration 66Q: 3 clusters Score -1368996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1369008.500000 Penalty: 1927.852173
	Iteration 67Q: 3 clusters Score -1369008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1369028.125000 Penalty: 1927.852173
	Iteration 68Q: 3 clusters Score -1369028 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1369043.750000 Penalty: 1927.852173
	Iteration 69Q: 3 clusters Score -1369044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1369064.750000 Penalty: 1927.852173
	Iteration 70Q: 3 clusters Score -1369065 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1369088.375000 Penalty: 1927.852173
	Iteration 71Q: 3 clusters Score -1369088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1369122.875000 Penalty: 1927.852173
	Iteration 72Q: 3 clusters Score -1369123 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1369158.375000 Penalty: 1927.852173
	Iteration 73Q: 3 clusters Score -1369158 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1369204.250000 Penalty: 1927.852173
	Iteration 74Q: 3 clusters Score -1369204 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1369253.000000 Penalty: 1927.852173
	Iteration 75Q: 3 clusters Score -1369253 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1369293.375000 Penalty: 1927.852173
	Iteration 76Q: 3 clusters Score -1369293 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1369348.500000 Penalty: 1927.852173
	Iteration 77Q: 3 clusters Score -1369348 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1369426.500000 Penalty: 1927.852173
	Iteration 78Q: 3 clusters Score -1369426 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1369521.875000 Penalty: 1927.852173
	Iteration 79Q: 3 clusters Score -1369522 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1369620.375000 Penalty: 1927.852173
	Iteration 80F: 3 clusters Score -1369620 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1369716.125000 Penalty: 1927.852173
	Iteration 81Q: 3 clusters Score -1369716 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1369813.875000 Penalty: 1927.852173
	Iteration 82Q: 3 clusters Score -1369814 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1369905.000000 Penalty: 1927.852173
	Iteration 83Q: 3 clusters Score -1369905 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1369991.500000 Penalty: 1927.852173
	Iteration 84Q: 3 clusters Score -1369992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1370067.000000 Penalty: 1927.852173
	Iteration 85Q: 3 clusters Score -1370067 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1370121.125000 Penalty: 1927.852173
	Iteration 86Q: 3 clusters Score -1370121 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1370173.750000 Penalty: 1927.852173
	Iteration 87Q: 3 clusters Score -1370174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1370211.250000 Penalty: 1927.852173
	Iteration 88Q: 3 clusters Score -1370211 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1370248.625000 Penalty: 1927.852173
	Iteration 89Q: 3 clusters Score -1370249 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1370281.000000 Penalty: 1927.852173
	Iteration 90Q: 3 clusters Score -1370281 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1370305.875000 Penalty: 1927.852173
	Iteration 91Q: 3 clusters Score -1370306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1370327.500000 Penalty: 1927.852173
	Iteration 92Q: 3 clusters Score -1370328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1370340.125000 Penalty: 1927.852173
	Iteration 93Q: 3 clusters Score -1370340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1370347.125000 Penalty: 1927.852173
	Iteration 94Q: 3 clusters Score -1370347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1370357.625000 Penalty: 1927.852173
	Iteration 95Q: 3 clusters Score -1370358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1370370.125000 Penalty: 1927.852173
	Iteration 96Q: 3 clusters Score -1370370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1370380.875000 Penalty: 1927.852173
	Iteration 97Q: 3 clusters Score -1370381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1370392.750000 Penalty: 1927.852173
	Iteration 98Q: 3 clusters Score -1370393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1370406.625000 Penalty: 1927.852173
	Iteration 99Q: 3 clusters Score -1370407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1370419.875000 Penalty: 1927.852173
	Iteration 100F: 3 clusters Score -1370420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1370421.125000 Penalty: 1927.852173
	Iteration 101Q: 3 clusters Score -1370421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1370432.125000 Penalty: 1927.852173
	Iteration 102Q: 3 clusters Score -1370432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1370437.500000 Penalty: 1927.852173
	Iteration 103Q: 3 clusters Score -1370438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1370446.500000 Penalty: 1927.852173
	Iteration 104Q: 3 clusters Score -1370446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1370453.125000 Penalty: 1927.852173
	Iteration 105Q: 3 clusters Score -1370453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1370457.125000 Penalty: 1927.852173
	Iteration 106Q: 3 clusters Score -1370457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1370465.250000 Penalty: 1927.852173
	Iteration 107Q: 3 clusters Score -1370465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1370468.750000 Penalty: 1927.852173
	Iteration 108Q: 3 clusters Score -1370469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1370473.625000 Penalty: 1927.852173
	Iteration 109Q: 3 clusters Score -1370474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1370475.500000 Penalty: 1927.852173
	Iteration 110Q: 3 clusters Score -1370476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1370476.000000 Penalty: 1927.852173
	Iteration 111Q: 3 clusters Score -1370476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1370479.125000 Penalty: 1927.852173
	Iteration 112Q: 3 clusters Score -1370479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1370479.625000 Penalty: 1927.852173
	Iteration 113Q: 3 clusters Score -1370480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1370479.375000 Penalty: 1927.852173
	Iteration 114Q: 3 clusters Score -1370479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1370479.375000 Penalty: 1927.852173
	Iteration 115F: 3 clusters Score -1370479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Entering Unmasked Estep 
Score: -1516152.250000 Penalty: 958.661072
	Iteration 0F: 2 clusters Score -1516152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1499956.750000 Penalty: 1917.322144
	Iteration 0F: 3 clusters Score -1499957 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1506227.500000 Penalty: 1917.322144
	Iteration 1F: 3 clusters Score -1506228 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1506418.125000 Penalty: 1917.322144
	Iteration 2Q: 3 clusters Score -1506418 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1506653.875000 Penalty: 1917.322144
	Iteration 3Q: 3 clusters Score -1506654 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1506928.500000 Penalty: 1917.322144
	Iteration 4Q: 3 clusters Score -1506928 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1507326.875000 Penalty: 1917.322144
	Iteration 5Q: 3 clusters Score -1507327 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1507923.625000 Penalty: 1917.322144
	Iteration 6Q: 3 clusters Score -1507924 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1508820.750000 Penalty: 1917.322144
	Iteration 7F: 3 clusters Score -1508821 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -1510086.375000 Penalty: 1917.322144
	Iteration 8F: 3 clusters Score -1510086 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -1511617.000000 Penalty: 1917.322144
	Iteration 9F: 3 clusters Score -1511617 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1513058.750000 Penalty: 1917.322144
	Iteration 10F: 3 clusters Score -1513059 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -1514144.250000 Penalty: 1917.322144
	Iteration 11Q: 3 clusters Score -1514144 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -1514750.500000 Penalty: 1917.322144
	Iteration 12Q: 3 clusters Score -1514750 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -1515039.000000 Penalty: 1917.322144
	Iteration 13Q: 3 clusters Score -1515039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -1515174.250000 Penalty: 1917.322144
	Iteration 14Q: 3 clusters Score -1515174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -1515245.500000 Penalty: 1917.322144
	Iteration 15Q: 3 clusters Score -1515246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -1515280.250000 Penalty: 1917.322144
	Iteration 16Q: 3 clusters Score -1515280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -1515297.875000 Penalty: 1917.322144
	Iteration 17Q: 3 clusters Score -1515298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -1515303.375000 Penalty: 1917.322144
	Iteration 18Q: 3 clusters Score -1515303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -1515311.125000 Penalty: 1917.322144
	Iteration 19Q: 3 clusters Score -1515311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -1515313.625000 Penalty: 1917.322144
	Iteration 20F: 3 clusters Score -1515314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -1515316.625000 Penalty: 1917.322144
	Iteration 21Q: 3 clusters Score -1515317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -1515316.625000 Penalty: 1917.322144
	Iteration 22F: 3 clusters Score -1515317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Entering Unmasked Estep 
Score: -397134.031250 Penalty: 858.712402
	Iteration 0F: 2 clusters Score -397134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -391359.625000 Penalty: 1717.424805
	Iteration 0F: 3 clusters Score -391359.6 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -393536.937500 Penalty: 1717.424805
	Iteration 1F: 3 clusters Score -393536.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -393851.625000 Penalty: 1717.424805
	Iteration 2F: 3 clusters Score -393851.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -394187.968750 Penalty: 1717.424805
	Iteration 3F: 3 clusters Score -394188 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -394485.281250 Penalty: 1717.424805
	Iteration 4F: 3 clusters Score -394485.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -394823.781250 Penalty: 1717.424805
	Iteration 5F: 3 clusters Score -394823.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -395152.156250 Penalty: 1717.424805
	Iteration 6F: 3 clusters Score -395152.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -395418.687500 Penalty: 1717.424805
	Iteration 7F: 3 clusters Score -395418.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -395645.000000 Penalty: 1717.424805
	Iteration 8Q: 3 clusters Score -395645 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -395853.031250 Penalty: 1717.424805
	Iteration 9Q: 3 clusters Score -395853 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -396010.718750 Penalty: 1717.424805
	Iteration 10Q: 3 clusters Score -396010.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -396129.312500 Penalty: 1717.424805
	Iteration 11Q: 3 clusters Score -396129.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -396212.125000 Penalty: 1717.424805
	Iteration 12Q: 3 clusters Score -396212.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -396267.000000 Penalty: 1717.424805
	Iteration 13Q: 3 clusters Score -396267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -396300.531250 Penalty: 1717.424805
	Iteration 14Q: 3 clusters Score -396300.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -396323.500000 Penalty: 1717.424805
	Iteration 15Q: 3 clusters Score -396323.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -396343.093750 Penalty: 1717.424805
	Iteration 16Q: 3 clusters Score -396343.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -396359.000000 Penalty: 1717.424805
	Iteration 17Q: 3 clusters Score -396359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -396370.437500 Penalty: 1717.424805
	Iteration 18Q: 3 clusters Score -396370.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -396378.500000 Penalty: 1717.424805
	Iteration 19Q: 3 clusters Score -396378.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -396385.187500 Penalty: 1717.424805
	Iteration 20F: 3 clusters Score -396385.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -396391.656250 Penalty: 1717.424805
	Iteration 21Q: 3 clusters Score -396391.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -396395.687500 Penalty: 1717.424805
	Iteration 22Q: 3 clusters Score -396395.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -396395.812500 Penalty: 1717.424805
	Iteration 23Q: 3 clusters Score -396395.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -396398.093750 Penalty: 1717.424805
	Iteration 24Q: 3 clusters Score -396398.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -396398.593750 Penalty: 1717.424805
	Iteration 25Q: 3 clusters Score -396398.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -396399.531250 Penalty: 1717.424805
	Iteration 26Q: 3 clusters Score -396399.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -396400.593750 Penalty: 1717.424805
	Iteration 27Q: 3 clusters Score -396400.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -396402.062500 Penalty: 1717.424805
	Iteration 28Q: 3 clusters Score -396402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -396403.062500 Penalty: 1717.424805
	Iteration 29Q: 3 clusters Score -396403.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -396404.062500 Penalty: 1717.424805
	Iteration 30Q: 3 clusters Score -396404.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -396406.562500 Penalty: 1717.424805
	Iteration 31Q: 3 clusters Score -396406.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -396406.593750 Penalty: 1717.424805
	Iteration 32Q: 3 clusters Score -396406.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -396407.781250 Penalty: 1717.424805
	Iteration 33Q: 3 clusters Score -396407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -396409.031250 Penalty: 1717.424805
	Iteration 34Q: 3 clusters Score -396409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -396409.156250 Penalty: 1717.424805
	Iteration 35Q: 3 clusters Score -396409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -396409.468750 Penalty: 1717.424805
	Iteration 36Q: 3 clusters Score -396409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -396411.250000 Penalty: 1717.424805
	Iteration 37Q: 3 clusters Score -396411.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -396413.656250 Penalty: 1717.424805
	Iteration 38Q: 3 clusters Score -396413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -396415.000000 Penalty: 1717.424805
	Iteration 39Q: 3 clusters Score -396415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -396418.093750 Penalty: 1717.424805
	Iteration 40F: 3 clusters Score -396418.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -396420.375000 Penalty: 1717.424805
	Iteration 41Q: 3 clusters Score -396420.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -396423.000000 Penalty: 1717.424805
	Iteration 42Q: 3 clusters Score -396423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -396423.593750 Penalty: 1717.424805
	Iteration 43Q: 3 clusters Score -396423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -396423.500000 Penalty: 1717.424805
	Iteration 44Q: 3 clusters Score -396423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -396423.625000 Penalty: 1717.424805
	Iteration 45Q: 3 clusters Score -396423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -396424.625000 Penalty: 1717.424805
	Iteration 46Q: 3 clusters Score -396424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -396424.562500 Penalty: 1717.424805
	Iteration 47Q: 3 clusters Score -396424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -396424.406250 Penalty: 1717.424805
	Iteration 48Q: 3 clusters Score -396424.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -396425.343750 Penalty: 1717.424805
	Iteration 49Q: 3 clusters Score -396425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -396425.281250 Penalty: 1717.424805
	Iteration 50Q: 3 clusters Score -396425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -396426.500000 Penalty: 1717.424805
	Iteration 51Q: 3 clusters Score -396426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -396427.593750 Penalty: 1717.424805
	Iteration 52Q: 3 clusters Score -396427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -396427.218750 Penalty: 1717.424805
	Iteration 53Q: 3 clusters Score -396427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -396427.093750 Penalty: 1717.424805
	Iteration 54Q: 3 clusters Score -396427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -396426.750000 Penalty: 1717.424805
	Iteration 55Q: 3 clusters Score -396426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -396428.343750 Penalty: 1717.424805
	Iteration 56Q: 3 clusters Score -396428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -396429.187500 Penalty: 1717.424805
	Iteration 57Q: 3 clusters Score -396429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -396429.843750 Penalty: 1717.424805
	Iteration 58Q: 3 clusters Score -396429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -396429.625000 Penalty: 1717.424805
	Iteration 59Q: 3 clusters Score -396429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -396429.843750 Penalty: 1717.424805
	Iteration 60F: 3 clusters Score -396429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -396430.250000 Penalty: 1717.424805
	Iteration 61Q: 3 clusters Score -396430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -396430.531250 Penalty: 1717.424805
	Iteration 62Q: 3 clusters Score -396430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -396431.187500 Penalty: 1717.424805
	Iteration 63Q: 3 clusters Score -396431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -396431.156250 Penalty: 1717.424805
	Iteration 64Q: 3 clusters Score -396431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -396431.156250 Penalty: 1717.424805
	Iteration 65F: 3 clusters Score -396431.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Entering Unmasked Estep 
Score: -4219830.000000 Penalty: 1070.142334
	Iteration 0F: 2 clusters Score -4219830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -4167208.250000 Penalty: 2140.284668
	Iteration 0F: 3 clusters Score -4167208 nChanged 37601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4189961.500000 Penalty: 2140.284668
	Iteration 1F: 3 clusters Score -4189962 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4190837.000000 Penalty: 2140.284668
	Iteration 2Q: 3 clusters Score -4190837 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -4191985.250000 Penalty: 2140.284668
	Iteration 3Q: 3 clusters Score -4191985 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4193323.750000 Penalty: 2140.284668
	Iteration 4Q: 3 clusters Score -4193324 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4194840.500000 Penalty: 2140.284668
	Iteration 5Q: 3 clusters Score -4194840 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4196532.500000 Penalty: 2140.284668
	Iteration 6Q: 3 clusters Score -4196532 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4198362.000000 Penalty: 2140.284668
	Iteration 7Q: 3 clusters Score -4198362 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4200307.000000 Penalty: 2140.284668
	Iteration 8Q: 3 clusters Score -4200307 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4202304.000000 Penalty: 2140.284668
	Iteration 9Q: 3 clusters Score -4202304 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4204203.000000 Penalty: 2140.284668
	Iteration 10Q: 3 clusters Score -4204203 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -4205826.000000 Penalty: 2140.284668
	Iteration 11Q: 3 clusters Score -4205826 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4206878.500000 Penalty: 2140.284668
	Iteration 12Q: 3 clusters Score -4206878 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4207605.000000 Penalty: 2140.284668
	Iteration 13Q: 3 clusters Score -4207605 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -4208183.000000 Penalty: 2140.284668
	Iteration 14Q: 3 clusters Score -4208183 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -4208762.000000 Penalty: 2140.284668
	Iteration 15Q: 3 clusters Score -4208762 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4209354.500000 Penalty: 2140.284668
	Iteration 16Q: 3 clusters Score -4209354 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4210034.500000 Penalty: 2140.284668
	Iteration 17Q: 3 clusters Score -4210034 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -4210842.000000 Penalty: 2140.284668
	Iteration 18Q: 3 clusters Score -4210842 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4211750.000000 Penalty: 2140.284668
	Iteration 19Q: 3 clusters Score -4211750 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -4212821.500000 Penalty: 2140.284668
	Iteration 20F: 3 clusters Score -4212822 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4213951.500000 Penalty: 2140.284668
	Iteration 21Q: 3 clusters Score -4213952 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4215102.500000 Penalty: 2140.284668
	Iteration 22Q: 3 clusters Score -4215102 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4216097.000000 Penalty: 2140.284668
	Iteration 23Q: 3 clusters Score -4216097 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -4216979.000000 Penalty: 2140.284668
	Iteration 24Q: 3 clusters Score -4216979 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4217632.000000 Penalty: 2140.284668
	Iteration 25Q: 3 clusters Score -4217632 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4218139.500000 Penalty: 2140.284668
	Iteration 26Q: 3 clusters Score -4218140 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4218454.500000 Penalty: 2140.284668
	Iteration 27Q: 3 clusters Score -4218454 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4218687.000000 Penalty: 2140.284668
	Iteration 28Q: 3 clusters Score -4218687 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4218846.000000 Penalty: 2140.284668
	Iteration 29Q: 3 clusters Score -4218846 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4219004.000000 Penalty: 2140.284668
	Iteration 30Q: 3 clusters Score -4219004 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4219122.500000 Penalty: 2140.284668
	Iteration 31Q: 3 clusters Score -4219122 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4219210.500000 Penalty: 2140.284668
	Iteration 32Q: 3 clusters Score -4219210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4219288.500000 Penalty: 2140.284668
	Iteration 33Q: 3 clusters Score -4219288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4219335.000000 Penalty: 2140.284668
	Iteration 34Q: 3 clusters Score -4219335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4219380.000000 Penalty: 2140.284668
	Iteration 35Q: 3 clusters Score -4219380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4219415.000000 Penalty: 2140.284668
	Iteration 36Q: 3 clusters Score -4219415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4219433.000000 Penalty: 2140.284668
	Iteration 37Q: 3 clusters Score -4219433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4219447.000000 Penalty: 2140.284668
	Iteration 38Q: 3 clusters Score -4219447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4219462.500000 Penalty: 2140.284668
	Iteration 39Q: 3 clusters Score -4219462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4219470.000000 Penalty: 2140.284668
	Iteration 40F: 3 clusters Score -4219470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4219479.500000 Penalty: 2140.284668
	Iteration 41Q: 3 clusters Score -4219480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4219482.500000 Penalty: 2140.284668
	Iteration 42Q: 3 clusters Score -4219482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4219491.500000 Penalty: 2140.284668
	Iteration 43Q: 3 clusters Score -4219492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4219496.500000 Penalty: 2140.284668
	Iteration 44Q: 3 clusters Score -4219496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4219493.000000 Penalty: 2140.284668
	Iteration 45Q: 3 clusters Score -4219493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4219496.000000 Penalty: 2140.284668
	Iteration 46Q: 3 clusters Score -4219496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4219492.000000 Penalty: 2140.284668
	Iteration 47Q: 3 clusters Score -4219492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4219494.500000 Penalty: 2140.284668
	Iteration 48Q: 3 clusters Score -4219494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4219493.500000 Penalty: 2140.284668
	Iteration 49Q: 3 clusters Score -4219494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4219493.500000 Penalty: 2140.284668
	Iteration 50F: 3 clusters Score -4219494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Entering Unmasked Estep 
Score: -372023.593750 Penalty: 853.593567
	Iteration 0F: 2 clusters Score -372023.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -366468.531250 Penalty: 1707.187134
	Iteration 0F: 3 clusters Score -366468.5 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -368565.718750 Penalty: 1707.187134
	Iteration 1F: 3 clusters Score -368565.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -368887.000000 Penalty: 1707.187134
	Iteration 2F: 3 clusters Score -368887 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -369209.750000 Penalty: 1707.187134
	Iteration 3F: 3 clusters Score -369209.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -369537.562500 Penalty: 1707.187134
	Iteration 4F: 3 clusters Score -369537.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -369899.687500 Penalty: 1707.187134
	Iteration 5F: 3 clusters Score -369899.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -370164.843750 Penalty: 1707.187134
	Iteration 6F: 3 clusters Score -370164.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -370369.562500 Penalty: 1707.187134
	Iteration 7Q: 3 clusters Score -370369.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -370529.687500 Penalty: 1707.187134
	Iteration 8Q: 3 clusters Score -370529.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -370639.812500 Penalty: 1707.187134
	Iteration 9Q: 3 clusters Score -370639.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -370716.406250 Penalty: 1707.187134
	Iteration 10Q: 3 clusters Score -370716.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -370764.531250 Penalty: 1707.187134
	Iteration 11Q: 3 clusters Score -370764.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -370798.937500 Penalty: 1707.187134
	Iteration 12Q: 3 clusters Score -370798.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -370815.281250 Penalty: 1707.187134
	Iteration 13Q: 3 clusters Score -370815.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -370829.250000 Penalty: 1707.187134
	Iteration 14Q: 3 clusters Score -370829.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -370838.406250 Penalty: 1707.187134
	Iteration 15Q: 3 clusters Score -370838.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -370849.156250 Penalty: 1707.187134
	Iteration 16Q: 3 clusters Score -370849.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -370859.312500 Penalty: 1707.187134
	Iteration 17Q: 3 clusters Score -370859.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -370870.062500 Penalty: 1707.187134
	Iteration 18Q: 3 clusters Score -370870.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -370877.062500 Penalty: 1707.187134
	Iteration 19Q: 3 clusters Score -370877.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -370883.218750 Penalty: 1707.187134
	Iteration 20F: 3 clusters Score -370883.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -370887.812500 Penalty: 1707.187134
	Iteration 21Q: 3 clusters Score -370887.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -370890.906250 Penalty: 1707.187134
	Iteration 22Q: 3 clusters Score -370890.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -370894.875000 Penalty: 1707.187134
	Iteration 23Q: 3 clusters Score -370894.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -370897.625000 Penalty: 1707.187134
	Iteration 24Q: 3 clusters Score -370897.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -370899.562500 Penalty: 1707.187134
	Iteration 25Q: 3 clusters Score -370899.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -370901.937500 Penalty: 1707.187134
	Iteration 26Q: 3 clusters Score -370901.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -370902.750000 Penalty: 1707.187134
	Iteration 27Q: 3 clusters Score -370902.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -370905.500000 Penalty: 1707.187134
	Iteration 28Q: 3 clusters Score -370905.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -370907.187500 Penalty: 1707.187134
	Iteration 29Q: 3 clusters Score -370907.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -370909.343750 Penalty: 1707.187134
	Iteration 30Q: 3 clusters Score -370909.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -370910.031250 Penalty: 1707.187134
	Iteration 31Q: 3 clusters Score -370910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -370912.156250 Penalty: 1707.187134
	Iteration 32Q: 3 clusters Score -370912.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -370913.625000 Penalty: 1707.187134
	Iteration 33Q: 3 clusters Score -370913.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -370916.406250 Penalty: 1707.187134
	Iteration 34Q: 3 clusters Score -370916.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -370917.562500 Penalty: 1707.187134
	Iteration 35Q: 3 clusters Score -370917.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -370918.750000 Penalty: 1707.187134
	Iteration 36Q: 3 clusters Score -370918.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -370921.156250 Penalty: 1707.187134
	Iteration 37Q: 3 clusters Score -370921.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -370924.000000 Penalty: 1707.187134
	Iteration 38Q: 3 clusters Score -370924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -370926.656250 Penalty: 1707.187134
	Iteration 39Q: 3 clusters Score -370926.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -370929.625000 Penalty: 1707.187134
	Iteration 40F: 3 clusters Score -370929.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -370931.218750 Penalty: 1707.187134
	Iteration 41Q: 3 clusters Score -370931.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -370934.562500 Penalty: 1707.187134
	Iteration 42Q: 3 clusters Score -370934.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -370936.656250 Penalty: 1707.187134
	Iteration 43Q: 3 clusters Score -370936.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -370940.156250 Penalty: 1707.187134
	Iteration 44Q: 3 clusters Score -370940.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -370944.031250 Penalty: 1707.187134
	Iteration 45Q: 3 clusters Score -370944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -370947.218750 Penalty: 1707.187134
	Iteration 46Q: 3 clusters Score -370947.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -370949.937500 Penalty: 1707.187134
	Iteration 47Q: 3 clusters Score -370949.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -370957.156250 Penalty: 1707.187134
	Iteration 48Q: 3 clusters Score -370957.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -370968.468750 Penalty: 1707.187134
	Iteration 49Q: 3 clusters Score -370968.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -370978.843750 Penalty: 1707.187134
	Iteration 50Q: 3 clusters Score -370978.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -370989.718750 Penalty: 1707.187134
	Iteration 51Q: 3 clusters Score -370989.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -371001.937500 Penalty: 1707.187134
	Iteration 52Q: 3 clusters Score -371001.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -371008.062500 Penalty: 1707.187134
	Iteration 53Q: 3 clusters Score -371008.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -371013.437500 Penalty: 1707.187134
	Iteration 54Q: 3 clusters Score -371013.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -371019.656250 Penalty: 1707.187134
	Iteration 55Q: 3 clusters Score -371019.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -371025.687500 Penalty: 1707.187134
	Iteration 56Q: 3 clusters Score -371025.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -371032.312500 Penalty: 1707.187134
	Iteration 57Q: 3 clusters Score -371032.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -371037.406250 Penalty: 1707.187134
	Iteration 58Q: 3 clusters Score -371037.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -371045.812500 Penalty: 1707.187134
	Iteration 59Q: 3 clusters Score -371045.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -371053.156250 Penalty: 1707.187134
	Iteration 60F: 3 clusters Score -371053.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -371059.937500 Penalty: 1707.187134
	Iteration 61Q: 3 clusters Score -371059.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -371067.718750 Penalty: 1707.187134
	Iteration 62Q: 3 clusters Score -371067.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -371075.093750 Penalty: 1707.187134
	Iteration 63Q: 3 clusters Score -371075.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -371082.687500 Penalty: 1707.187134
	Iteration 64Q: 3 clusters Score -371082.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -371097.375000 Penalty: 1707.187134
	Iteration 65Q: 3 clusters Score -371097.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -371113.406250 Penalty: 1707.187134
	Iteration 66Q: 3 clusters Score -371113.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -371126.468750 Penalty: 1707.187134
	Iteration 67Q: 3 clusters Score -371126.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -371139.687500 Penalty: 1707.187134
	Iteration 68Q: 3 clusters Score -371139.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -371148.593750 Penalty: 1707.187134
	Iteration 69Q: 3 clusters Score -371148.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -371157.281250 Penalty: 1707.187134
	Iteration 70Q: 3 clusters Score -371157.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -371167.312500 Penalty: 1707.187134
	Iteration 71Q: 3 clusters Score -371167.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -371176.250000 Penalty: 1707.187134
	Iteration 72Q: 3 clusters Score -371176.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -371181.156250 Penalty: 1707.187134
	Iteration 73Q: 3 clusters Score -371181.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -371185.750000 Penalty: 1707.187134
	Iteration 74Q: 3 clusters Score -371185.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -371189.437500 Penalty: 1707.187134
	Iteration 75Q: 3 clusters Score -371189.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -371196.625000 Penalty: 1707.187134
	Iteration 76Q: 3 clusters Score -371196.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -371200.875000 Penalty: 1707.187134
	Iteration 77Q: 3 clusters Score -371200.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -371205.781250 Penalty: 1707.187134
	Iteration 78Q: 3 clusters Score -371205.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -371211.781250 Penalty: 1707.187134
	Iteration 79Q: 3 clusters Score -371211.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -371216.218750 Penalty: 1707.187134
	Iteration 80F: 3 clusters Score -371216.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -371221.156250 Penalty: 1707.187134
	Iteration 81Q: 3 clusters Score -371221.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -371225.750000 Penalty: 1707.187134
	Iteration 82Q: 3 clusters Score -371225.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -371231.500000 Penalty: 1707.187134
	Iteration 83Q: 3 clusters Score -371231.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -371234.250000 Penalty: 1707.187134
	Iteration 84Q: 3 clusters Score -371234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -371239.125000 Penalty: 1707.187134
	Iteration 85Q: 3 clusters Score -371239.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -371245.531250 Penalty: 1707.187134
	Iteration 86Q: 3 clusters Score -371245.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -371255.718750 Penalty: 1707.187134
	Iteration 87Q: 3 clusters Score -371255.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -371262.375000 Penalty: 1707.187134
	Iteration 88Q: 3 clusters Score -371262.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -371271.468750 Penalty: 1707.187134
	Iteration 89Q: 3 clusters Score -371271.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -371274.781250 Penalty: 1707.187134
	Iteration 90Q: 3 clusters Score -371274.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -371276.625000 Penalty: 1707.187134
	Iteration 91Q: 3 clusters Score -371276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -371278.562500 Penalty: 1707.187134
	Iteration 92Q: 3 clusters Score -371278.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -371279.750000 Penalty: 1707.187134
	Iteration 93Q: 3 clusters Score -371279.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -371282.218750 Penalty: 1707.187134
	Iteration 94Q: 3 clusters Score -371282.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -371283.968750 Penalty: 1707.187134
	Iteration 95Q: 3 clusters Score -371284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -371285.468750 Penalty: 1707.187134
	Iteration 96Q: 3 clusters Score -371285.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -371285.968750 Penalty: 1707.187134
	Iteration 97Q: 3 clusters Score -371286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -371287.062500 Penalty: 1707.187134
	Iteration 98Q: 3 clusters Score -371287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -371288.875000 Penalty: 1707.187134
	Iteration 99Q: 3 clusters Score -371288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -371290.468750 Penalty: 1707.187134
	Iteration 100F: 3 clusters Score -371290.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -371290.750000 Penalty: 1707.187134
	Iteration 101Q: 3 clusters Score -371290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -371292.312500 Penalty: 1707.187134
	Iteration 102Q: 3 clusters Score -371292.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -371293.625000 Penalty: 1707.187134
	Iteration 103Q: 3 clusters Score -371293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -371294.937500 Penalty: 1707.187134
	Iteration 104Q: 3 clusters Score -371294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -371294.812500 Penalty: 1707.187134
	Iteration 105Q: 3 clusters Score -371294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -371295.250000 Penalty: 1707.187134
	Iteration 106Q: 3 clusters Score -371295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -371294.531250 Penalty: 1707.187134
	Iteration 107Q: 3 clusters Score -371294.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -371295.218750 Penalty: 1707.187134
	Iteration 108Q: 3 clusters Score -371295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -371295.906250 Penalty: 1707.187134
	Iteration 109Q: 3 clusters Score -371295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -371295.875000 Penalty: 1707.187134
	Iteration 110Q: 3 clusters Score -371295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -371295.531250 Penalty: 1707.187134
	Iteration 111Q: 3 clusters Score -371295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -371296.875000 Penalty: 1707.187134
	Iteration 112Q: 3 clusters Score -371296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -371297.156250 Penalty: 1707.187134
	Iteration 113Q: 3 clusters Score -371297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -371296.218750 Penalty: 1707.187134
	Iteration 114Q: 3 clusters Score -371296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -371297.531250 Penalty: 1707.187134
	Iteration 115Q: 3 clusters Score -371297.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -371298.718750 Penalty: 1707.187134
	Iteration 116Q: 3 clusters Score -371298.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -371302.531250 Penalty: 1707.187134
	Iteration 117Q: 3 clusters Score -371302.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -371305.906250 Penalty: 1707.187134
	Iteration 118Q: 3 clusters Score -371305.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -371308.000000 Penalty: 1707.187134
	Iteration 119Q: 3 clusters Score -371308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -371311.125000 Penalty: 1707.187134
	Iteration 120F: 3 clusters Score -371311.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -371314.437500 Penalty: 1707.187134
	Iteration 121Q: 3 clusters Score -371314.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -371317.343750 Penalty: 1707.187134
	Iteration 122Q: 3 clusters Score -371317.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -371319.312500 Penalty: 1707.187134
	Iteration 123Q: 3 clusters Score -371319.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -371321.906250 Penalty: 1707.187134
	Iteration 124Q: 3 clusters Score -371321.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -371327.781250 Penalty: 1707.187134
	Iteration 125Q: 3 clusters Score -371327.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -371333.781250 Penalty: 1707.187134
	Iteration 126Q: 3 clusters Score -371333.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -371342.656250 Penalty: 1707.187134
	Iteration 127Q: 3 clusters Score -371342.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -371349.593750 Penalty: 1707.187134
	Iteration 128Q: 3 clusters Score -371349.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -371356.843750 Penalty: 1707.187134
	Iteration 129Q: 3 clusters Score -371356.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -371361.968750 Penalty: 1707.187134
	Iteration 130Q: 3 clusters Score -371362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -371364.593750 Penalty: 1707.187134
	Iteration 131Q: 3 clusters Score -371364.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -371368.875000 Penalty: 1707.187134
	Iteration 132Q: 3 clusters Score -371368.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -371373.656250 Penalty: 1707.187134
	Iteration 133Q: 3 clusters Score -371373.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -371381.281250 Penalty: 1707.187134
	Iteration 134Q: 3 clusters Score -371381.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -371388.531250 Penalty: 1707.187134
	Iteration 135Q: 3 clusters Score -371388.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -371393.906250 Penalty: 1707.187134
	Iteration 136Q: 3 clusters Score -371393.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -371398.593750 Penalty: 1707.187134
	Iteration 137Q: 3 clusters Score -371398.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -371403.437500 Penalty: 1707.187134
	Iteration 138Q: 3 clusters Score -371403.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -371408.968750 Penalty: 1707.187134
	Iteration 139Q: 3 clusters Score -371409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -371413.562500 Penalty: 1707.187134
	Iteration 140F: 3 clusters Score -371413.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -371422.406250 Penalty: 1707.187134
	Iteration 141Q: 3 clusters Score -371422.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -371429.968750 Penalty: 1707.187134
	Iteration 142Q: 3 clusters Score -371430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -371439.781250 Penalty: 1707.187134
	Iteration 143Q: 3 clusters Score -371439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -371447.312500 Penalty: 1707.187134
	Iteration 144Q: 3 clusters Score -371447.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -371457.750000 Penalty: 1707.187134
	Iteration 145Q: 3 clusters Score -371457.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -371469.687500 Penalty: 1707.187134
	Iteration 146Q: 3 clusters Score -371469.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -371476.687500 Penalty: 1707.187134
	Iteration 147Q: 3 clusters Score -371476.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -371486.250000 Penalty: 1707.187134
	Iteration 148Q: 3 clusters Score -371486.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -371497.843750 Penalty: 1707.187134
	Iteration 149Q: 3 clusters Score -371497.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -371503.218750 Penalty: 1707.187134
	Iteration 150Q: 3 clusters Score -371503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -371511.593750 Penalty: 1707.187134
	Iteration 151Q: 3 clusters Score -371511.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -371514.812500 Penalty: 1707.187134
	Iteration 152Q: 3 clusters Score -371514.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -371517.843750 Penalty: 1707.187134
	Iteration 153Q: 3 clusters Score -371517.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -371520.500000 Penalty: 1707.187134
	Iteration 154Q: 3 clusters Score -371520.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -371522.062500 Penalty: 1707.187134
	Iteration 155Q: 3 clusters Score -371522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -371523.312500 Penalty: 1707.187134
	Iteration 156Q: 3 clusters Score -371523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -371524.437500 Penalty: 1707.187134
	Iteration 157Q: 3 clusters Score -371524.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -371527.062500 Penalty: 1707.187134
	Iteration 158Q: 3 clusters Score -371527.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -371528.281250 Penalty: 1707.187134
	Iteration 159Q: 3 clusters Score -371528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -371530.187500 Penalty: 1707.187134
	Iteration 160F: 3 clusters Score -371530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -371532.468750 Penalty: 1707.187134
	Iteration 161Q: 3 clusters Score -371532.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -371536.312500 Penalty: 1707.187134
	Iteration 162Q: 3 clusters Score -371536.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -371539.437500 Penalty: 1707.187134
	Iteration 163Q: 3 clusters Score -371539.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -371542.687500 Penalty: 1707.187134
	Iteration 164Q: 3 clusters Score -371542.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -371542.781250 Penalty: 1707.187134
	Iteration 165Q: 3 clusters Score -371542.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -371546.093750 Penalty: 1707.187134
	Iteration 166Q: 3 clusters Score -371546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -371548.937500 Penalty: 1707.187134
	Iteration 167Q: 3 clusters Score -371548.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -371552.187500 Penalty: 1707.187134
	Iteration 168Q: 3 clusters Score -371552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -371557.031250 Penalty: 1707.187134
	Iteration 169Q: 3 clusters Score -371557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -371563.125000 Penalty: 1707.187134
	Iteration 170Q: 3 clusters Score -371563.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -371568.062500 Penalty: 1707.187134
	Iteration 171Q: 3 clusters Score -371568.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -371573.750000 Penalty: 1707.187134
	Iteration 172Q: 3 clusters Score -371573.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -371579.937500 Penalty: 1707.187134
	Iteration 173Q: 3 clusters Score -371579.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -371582.500000 Penalty: 1707.187134
	Iteration 174Q: 3 clusters Score -371582.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -371587.906250 Penalty: 1707.187134
	Iteration 175Q: 3 clusters Score -371587.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -371591.156250 Penalty: 1707.187134
	Iteration 176Q: 3 clusters Score -371591.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -371596.687500 Penalty: 1707.187134
	Iteration 177Q: 3 clusters Score -371596.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -371603.656250 Penalty: 1707.187134
	Iteration 178Q: 3 clusters Score -371603.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -371606.625000 Penalty: 1707.187134
	Iteration 179Q: 3 clusters Score -371606.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -371609.125000 Penalty: 1707.187134
	Iteration 180F: 3 clusters Score -371609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -371611.406250 Penalty: 1707.187134
	Iteration 181Q: 3 clusters Score -371611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -371611.968750 Penalty: 1707.187134
	Iteration 182Q: 3 clusters Score -371612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -371613.125000 Penalty: 1707.187134
	Iteration 183Q: 3 clusters Score -371613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -371613.843750 Penalty: 1707.187134
	Iteration 184Q: 3 clusters Score -371613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -371614.468750 Penalty: 1707.187134
	Iteration 185Q: 3 clusters Score -371614.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -371614.468750 Penalty: 1707.187134
	Iteration 186F: 3 clusters Score -371614.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -911620.562500 Penalty: 920.289490
	Iteration 0F: 2 clusters Score -911620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -900778.375000 Penalty: 1840.578979
	Iteration 0F: 3 clusters Score -900778.4 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -904915.312500 Penalty: 1840.578979
	Iteration 1F: 3 clusters Score -904915.3 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -905326.250000 Penalty: 1840.578979
	Iteration 2F: 3 clusters Score -905326.2 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -905944.437500 Penalty: 1840.578979
	Iteration 3F: 3 clusters Score -905944.4 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -906983.062500 Penalty: 1840.578979
	Iteration 4F: 3 clusters Score -906983.1 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -908372.187500 Penalty: 1840.578979
	Iteration 5F: 3 clusters Score -908372.2 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -909720.312500 Penalty: 1840.578979
	Iteration 6F: 3 clusters Score -909720.3 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -910620.000000 Penalty: 1840.578979
	Iteration 7F: 3 clusters Score -910620 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -910989.750000 Penalty: 1840.578979
	Iteration 8Q: 3 clusters Score -910989.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -911127.875000 Penalty: 1840.578979
	Iteration 9Q: 3 clusters Score -911127.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -911191.875000 Penalty: 1840.578979
	Iteration 10Q: 3 clusters Score -911191.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -911223.687500 Penalty: 1840.578979
	Iteration 11Q: 3 clusters Score -911223.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -911239.875000 Penalty: 1840.578979
	Iteration 12Q: 3 clusters Score -911239.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -911249.000000 Penalty: 1840.578979
	Iteration 13Q: 3 clusters Score -911249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -911259.750000 Penalty: 1840.578979
	Iteration 14Q: 3 clusters Score -911259.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -911264.437500 Penalty: 1840.578979
	Iteration 15Q: 3 clusters Score -911264.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -911273.437500 Penalty: 1840.578979
	Iteration 16Q: 3 clusters Score -911273.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -911283.125000 Penalty: 1840.578979
	Iteration 17Q: 3 clusters Score -911283.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -911288.125000 Penalty: 1840.578979
	Iteration 18Q: 3 clusters Score -911288.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -911290.562500 Penalty: 1840.578979
	Iteration 19Q: 3 clusters Score -911290.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -911292.750000 Penalty: 1840.578979
	Iteration 20F: 3 clusters Score -911292.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -911296.562500 Penalty: 1840.578979
	Iteration 21Q: 3 clusters Score -911296.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -911299.062500 Penalty: 1840.578979
	Iteration 22Q: 3 clusters Score -911299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -911297.000000 Penalty: 1840.578979
	Iteration 23Q: 3 clusters Score -911297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -911299.437500 Penalty: 1840.578979
	Iteration 24Q: 3 clusters Score -911299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -911301.000000 Penalty: 1840.578979
	Iteration 25Q: 3 clusters Score -911301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -911299.437500 Penalty: 1840.578979
	Iteration 26Q: 3 clusters Score -911299.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -911300.750000 Penalty: 1840.578979
	Iteration 27Q: 3 clusters Score -911300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -911301.250000 Penalty: 1840.578979
	Iteration 28Q: 3 clusters Score -911301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -911302.875000 Penalty: 1840.578979
	Iteration 29Q: 3 clusters Score -911302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -911302.812500 Penalty: 1840.578979
	Iteration 30Q: 3 clusters Score -911302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -911302.312500 Penalty: 1840.578979
	Iteration 31Q: 3 clusters Score -911302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -911303.625000 Penalty: 1840.578979
	Iteration 32Q: 3 clusters Score -911303.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -911303.625000 Penalty: 1840.578979
	Iteration 33F: 3 clusters Score -911303.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -143157.687500 Penalty: 766.408997
	Iteration 0F: 2 clusters Score -143157.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -140809.906250 Penalty: 1532.817993
	Iteration 0F: 3 clusters Score -140809.9 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -141571.640625 Penalty: 1532.817993
	Iteration 1F: 3 clusters Score -141571.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -141758.000000 Penalty: 1532.817993
	Iteration 2F: 3 clusters Score -141758 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -141918.500000 Penalty: 1532.817993
	Iteration 3F: 3 clusters Score -141918.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -142025.343750 Penalty: 1532.817993
	Iteration 4Q: 3 clusters Score -142025.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -142093.781250 Penalty: 1532.817993
	Iteration 5Q: 3 clusters Score -142093.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -142137.390625 Penalty: 1532.817993
	Iteration 6Q: 3 clusters Score -142137.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -142169.906250 Penalty: 1532.817993
	Iteration 7Q: 3 clusters Score -142169.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -142190.359375 Penalty: 1532.817993
	Iteration 8Q: 3 clusters Score -142190.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -142211.546875 Penalty: 1532.817993
	Iteration 9Q: 3 clusters Score -142211.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -142227.421875 Penalty: 1532.817993
	Iteration 10Q: 3 clusters Score -142227.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -142243.375000 Penalty: 1532.817993
	Iteration 11Q: 3 clusters Score -142243.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -142258.015625 Penalty: 1532.817993
	Iteration 12Q: 3 clusters Score -142258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -142270.093750 Penalty: 1532.817993
	Iteration 13Q: 3 clusters Score -142270.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -142283.140625 Penalty: 1532.817993
	Iteration 14Q: 3 clusters Score -142283.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -142295.031250 Penalty: 1532.817993
	Iteration 15Q: 3 clusters Score -142295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -142302.546875 Penalty: 1532.817993
	Iteration 16Q: 3 clusters Score -142302.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -142310.828125 Penalty: 1532.817993
	Iteration 17Q: 3 clusters Score -142310.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -142319.125000 Penalty: 1532.817993
	Iteration 18Q: 3 clusters Score -142319.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -142331.015625 Penalty: 1532.817993
	Iteration 19Q: 3 clusters Score -142331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -142349.734375 Penalty: 1532.817993
	Iteration 20F: 3 clusters Score -142349.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142372.750000 Penalty: 1532.817993
	Iteration 21Q: 3 clusters Score -142372.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142418.140625 Penalty: 1532.817993
	Iteration 22Q: 3 clusters Score -142418.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142478.640625 Penalty: 1532.817993
	Iteration 23Q: 3 clusters Score -142478.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -142558.656250 Penalty: 1532.817993
	Iteration 24Q: 3 clusters Score -142558.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -142628.343750 Penalty: 1532.817993
	Iteration 25Q: 3 clusters Score -142628.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -142676.734375 Penalty: 1532.817993
	Iteration 26Q: 3 clusters Score -142676.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -142703.281250 Penalty: 1532.817993
	Iteration 27Q: 3 clusters Score -142703.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -142722.718750 Penalty: 1532.817993
	Iteration 28Q: 3 clusters Score -142722.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -142748.843750 Penalty: 1532.817993
	Iteration 29Q: 3 clusters Score -142748.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -142764.671875 Penalty: 1532.817993
	Iteration 30Q: 3 clusters Score -142764.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -142768.812500 Penalty: 1532.817993
	Iteration 31Q: 3 clusters Score -142768.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -142771.484375 Penalty: 1532.817993
	Iteration 32Q: 3 clusters Score -142771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -142773.093750 Penalty: 1532.817993
	Iteration 33Q: 3 clusters Score -142773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -142773.156250 Penalty: 1532.817993
	Iteration 34Q: 3 clusters Score -142773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -142773.765625 Penalty: 1532.817993
	Iteration 35Q: 3 clusters Score -142773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -142773.765625 Penalty: 1532.817993
	Iteration 36F: 3 clusters Score -142773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -188542.234375 Penalty: 768.704590
	Iteration 0F: 2 clusters Score -188542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -186008.921875 Penalty: 1537.409180
	Iteration 0F: 3 clusters Score -186008.9 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -186740.171875 Penalty: 1537.409180
	Iteration 1F: 3 clusters Score -186740.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -186887.390625 Penalty: 1537.409180
	Iteration 2F: 3 clusters Score -186887.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -186992.828125 Penalty: 1537.409180
	Iteration 3F: 3 clusters Score -186992.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -187081.203125 Penalty: 1537.409180
	Iteration 4F: 3 clusters Score -187081.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -187151.000000 Penalty: 1537.409180
	Iteration 5Q: 3 clusters Score -187151 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -187217.187500 Penalty: 1537.409180
	Iteration 6Q: 3 clusters Score -187217.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -187298.531250 Penalty: 1537.409180
	Iteration 7Q: 3 clusters Score -187298.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -187390.187500 Penalty: 1537.409180
	Iteration 8Q: 3 clusters Score -187390.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -187484.312500 Penalty: 1537.409180
	Iteration 9Q: 3 clusters Score -187484.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -187561.140625 Penalty: 1537.409180
	Iteration 10Q: 3 clusters Score -187561.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -187614.812500 Penalty: 1537.409180
	Iteration 11Q: 3 clusters Score -187614.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -187667.781250 Penalty: 1537.409180
	Iteration 12Q: 3 clusters Score -187667.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -187699.937500 Penalty: 1537.409180
	Iteration 13Q: 3 clusters Score -187699.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -187729.609375 Penalty: 1537.409180
	Iteration 14Q: 3 clusters Score -187729.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -187761.765625 Penalty: 1537.409180
	Iteration 15Q: 3 clusters Score -187761.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -187787.093750 Penalty: 1537.409180
	Iteration 16Q: 3 clusters Score -187787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -187802.203125 Penalty: 1537.409180
	Iteration 17Q: 3 clusters Score -187802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -187812.890625 Penalty: 1537.409180
	Iteration 18Q: 3 clusters Score -187812.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -187822.109375 Penalty: 1537.409180
	Iteration 19Q: 3 clusters Score -187822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -187833.750000 Penalty: 1537.409180
	Iteration 20F: 3 clusters Score -187833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -187847.296875 Penalty: 1537.409180
	Iteration 21Q: 3 clusters Score -187847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -187850.625000 Penalty: 1537.409180
	Iteration 22Q: 3 clusters Score -187850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -187850.625000 Penalty: 1537.409180
	Iteration 23F: 3 clusters Score -187850.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -260734.484375 Penalty: 795.399841
	Iteration 0F: 2 clusters Score -260734.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -257536.781250 Penalty: 1590.799683
	Iteration 0F: 3 clusters Score -257536.8 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -258507.468750 Penalty: 1590.799683
	Iteration 1F: 3 clusters Score -258507.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -258628.046875 Penalty: 1590.799683
	Iteration 2F: 3 clusters Score -258628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -258696.968750 Penalty: 1590.799683
	Iteration 3Q: 3 clusters Score -258697 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -258749.343750 Penalty: 1590.799683
	Iteration 4Q: 3 clusters Score -258749.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -258792.046875 Penalty: 1590.799683
	Iteration 5Q: 3 clusters Score -258792 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -258834.531250 Penalty: 1590.799683
	Iteration 6Q: 3 clusters Score -258834.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -258877.765625 Penalty: 1590.799683
	Iteration 7Q: 3 clusters Score -258877.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -258925.750000 Penalty: 1590.799683
	Iteration 8Q: 3 clusters Score -258925.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -258990.468750 Penalty: 1590.799683
	Iteration 9Q: 3 clusters Score -258990.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -259077.453125 Penalty: 1590.799683
	Iteration 10Q: 3 clusters Score -259077.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -259181.421875 Penalty: 1590.799683
	Iteration 11Q: 3 clusters Score -259181.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -259296.593750 Penalty: 1590.799683
	Iteration 12Q: 3 clusters Score -259296.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -259439.625000 Penalty: 1590.799683
	Iteration 13Q: 3 clusters Score -259439.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -259588.453125 Penalty: 1590.799683
	Iteration 14Q: 3 clusters Score -259588.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -259743.046875 Penalty: 1590.799683
	Iteration 15Q: 3 clusters Score -259743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -259845.203125 Penalty: 1590.799683
	Iteration 16Q: 3 clusters Score -259845.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -259902.656250 Penalty: 1590.799683
	Iteration 17Q: 3 clusters Score -259902.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -259937.812500 Penalty: 1590.799683
	Iteration 18Q: 3 clusters Score -259937.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -259976.265625 Penalty: 1590.799683
	Iteration 19Q: 3 clusters Score -259976.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -260003.531250 Penalty: 1590.799683
	Iteration 20F: 3 clusters Score -260003.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -260024.890625 Penalty: 1590.799683
	Iteration 21Q: 3 clusters Score -260024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -260034.656250 Penalty: 1590.799683
	Iteration 22Q: 3 clusters Score -260034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -260044.140625 Penalty: 1590.799683
	Iteration 23Q: 3 clusters Score -260044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -260047.812500 Penalty: 1590.799683
	Iteration 24Q: 3 clusters Score -260047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -260054.109375 Penalty: 1590.799683
	Iteration 25Q: 3 clusters Score -260054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -260054.250000 Penalty: 1590.799683
	Iteration 26Q: 3 clusters Score -260054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -260054.250000 Penalty: 1590.799683
	Iteration 27F: 3 clusters Score -260054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -151918.640625 Penalty: 755.498474
	Iteration 0F: 2 clusters Score -151918.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -149688.734375 Penalty: 1510.996948
	Iteration 0F: 3 clusters Score -149688.7 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -150357.609375 Penalty: 1510.996948
	Iteration 1F: 3 clusters Score -150357.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -150495.531250 Penalty: 1510.996948
	Iteration 2F: 3 clusters Score -150495.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -150600.828125 Penalty: 1510.996948
	Iteration 3F: 3 clusters Score -150600.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -150687.000000 Penalty: 1510.996948
	Iteration 4F: 3 clusters Score -150687 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -150767.218750 Penalty: 1510.996948
	Iteration 5Q: 3 clusters Score -150767.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -150852.671875 Penalty: 1510.996948
	Iteration 6Q: 3 clusters Score -150852.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -150922.359375 Penalty: 1510.996948
	Iteration 7Q: 3 clusters Score -150922.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -150975.265625 Penalty: 1510.996948
	Iteration 8Q: 3 clusters Score -150975.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -151022.546875 Penalty: 1510.996948
	Iteration 9Q: 3 clusters Score -151022.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -151065.203125 Penalty: 1510.996948
	Iteration 10Q: 3 clusters Score -151065.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -151099.734375 Penalty: 1510.996948
	Iteration 11Q: 3 clusters Score -151099.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -151124.812500 Penalty: 1510.996948
	Iteration 12Q: 3 clusters Score -151124.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -151157.718750 Penalty: 1510.996948
	Iteration 13Q: 3 clusters Score -151157.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -151177.218750 Penalty: 1510.996948
	Iteration 14Q: 3 clusters Score -151177.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -151189.500000 Penalty: 1510.996948
	Iteration 15Q: 3 clusters Score -151189.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -151201.468750 Penalty: 1510.996948
	Iteration 16Q: 3 clusters Score -151201.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -151208.187500 Penalty: 1510.996948
	Iteration 17Q: 3 clusters Score -151208.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -151214.953125 Penalty: 1510.996948
	Iteration 18Q: 3 clusters Score -151215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -151220.671875 Penalty: 1510.996948
	Iteration 19Q: 3 clusters Score -151220.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -151224.406250 Penalty: 1510.996948
	Iteration 20F: 3 clusters Score -151224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -151226.468750 Penalty: 1510.996948
	Iteration 21Q: 3 clusters Score -151226.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -151228.265625 Penalty: 1510.996948
	Iteration 22Q: 3 clusters Score -151228.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -151229.062500 Penalty: 1510.996948
	Iteration 23Q: 3 clusters Score -151229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -151231.015625 Penalty: 1510.996948
	Iteration 24Q: 3 clusters Score -151231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -151233.562500 Penalty: 1510.996948
	Iteration 25Q: 3 clusters Score -151233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -151235.546875 Penalty: 1510.996948
	Iteration 26Q: 3 clusters Score -151235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -151240.437500 Penalty: 1510.996948
	Iteration 27Q: 3 clusters Score -151240.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -151247.937500 Penalty: 1510.996948
	Iteration 28Q: 3 clusters Score -151247.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -151255.921875 Penalty: 1510.996948
	Iteration 29Q: 3 clusters Score -151255.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -151268.656250 Penalty: 1510.996948
	Iteration 30Q: 3 clusters Score -151268.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -151281.687500 Penalty: 1510.996948
	Iteration 31Q: 3 clusters Score -151281.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -151296.859375 Penalty: 1510.996948
	Iteration 32Q: 3 clusters Score -151296.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -151303.937500 Penalty: 1510.996948
	Iteration 33Q: 3 clusters Score -151303.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -151310.234375 Penalty: 1510.996948
	Iteration 34Q: 3 clusters Score -151310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -151314.718750 Penalty: 1510.996948
	Iteration 35Q: 3 clusters Score -151314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -151316.343750 Penalty: 1510.996948
	Iteration 36Q: 3 clusters Score -151316.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -151318.296875 Penalty: 1510.996948
	Iteration 37Q: 3 clusters Score -151318.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -151329.031250 Penalty: 1510.996948
	Iteration 38Q: 3 clusters Score -151329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -151342.140625 Penalty: 1510.996948
	Iteration 39Q: 3 clusters Score -151342.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -151352.781250 Penalty: 1510.996948
	Iteration 40F: 3 clusters Score -151352.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -151366.859375 Penalty: 1510.996948
	Iteration 41Q: 3 clusters Score -151366.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -151374.968750 Penalty: 1510.996948
	Iteration 42Q: 3 clusters Score -151375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -151379.515625 Penalty: 1510.996948
	Iteration 43Q: 3 clusters Score -151379.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -151385.953125 Penalty: 1510.996948
	Iteration 44Q: 3 clusters Score -151386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -151390.093750 Penalty: 1510.996948
	Iteration 45Q: 3 clusters Score -151390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -151393.359375 Penalty: 1510.996948
	Iteration 46Q: 3 clusters Score -151393.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -151399.093750 Penalty: 1510.996948
	Iteration 47Q: 3 clusters Score -151399.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -151402.437500 Penalty: 1510.996948
	Iteration 48Q: 3 clusters Score -151402.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -151406.468750 Penalty: 1510.996948
	Iteration 49Q: 3 clusters Score -151406.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -151411.265625 Penalty: 1510.996948
	Iteration 50Q: 3 clusters Score -151411.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -151414.140625 Penalty: 1510.996948
	Iteration 51Q: 3 clusters Score -151414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -151415.968750 Penalty: 1510.996948
	Iteration 52Q: 3 clusters Score -151416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -151418.000000 Penalty: 1510.996948
	Iteration 53Q: 3 clusters Score -151418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -151420.625000 Penalty: 1510.996948
	Iteration 54Q: 3 clusters Score -151420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -151422.296875 Penalty: 1510.996948
	Iteration 55Q: 3 clusters Score -151422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -151423.250000 Penalty: 1510.996948
	Iteration 56Q: 3 clusters Score -151423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -151423.656250 Penalty: 1510.996948
	Iteration 57Q: 3 clusters Score -151423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -151423.875000 Penalty: 1510.996948
	Iteration 58Q: 3 clusters Score -151423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -151424.687500 Penalty: 1510.996948
	Iteration 59Q: 3 clusters Score -151424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -151424.937500 Penalty: 1510.996948
	Iteration 60F: 3 clusters Score -151424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -151425.468750 Penalty: 1510.996948
	Iteration 61Q: 3 clusters Score -151425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -151425.937500 Penalty: 1510.996948
	Iteration 62Q: 3 clusters Score -151425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -151426.359375 Penalty: 1510.996948
	Iteration 63Q: 3 clusters Score -151426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -151427.125000 Penalty: 1510.996948
	Iteration 64Q: 3 clusters Score -151427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -151427.593750 Penalty: 1510.996948
	Iteration 65Q: 3 clusters Score -151427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -151427.921875 Penalty: 1510.996948
	Iteration 66Q: 3 clusters Score -151427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -151428.906250 Penalty: 1510.996948
	Iteration 67Q: 3 clusters Score -151428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -151431.093750 Penalty: 1510.996948
	Iteration 68Q: 3 clusters Score -151431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -151434.937500 Penalty: 1510.996948
	Iteration 69Q: 3 clusters Score -151434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -151438.375000 Penalty: 1510.996948
	Iteration 70Q: 3 clusters Score -151438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -151442.500000 Penalty: 1510.996948
	Iteration 71Q: 3 clusters Score -151442.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -151446.500000 Penalty: 1510.996948
	Iteration 72Q: 3 clusters Score -151446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -151448.578125 Penalty: 1510.996948
	Iteration 73Q: 3 clusters Score -151448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -151449.937500 Penalty: 1510.996948
	Iteration 74Q: 3 clusters Score -151449.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -151450.984375 Penalty: 1510.996948
	Iteration 75Q: 3 clusters Score -151451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -151451.171875 Penalty: 1510.996948
	Iteration 76Q: 3 clusters Score -151451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -151451.437500 Penalty: 1510.996948
	Iteration 77Q: 3 clusters Score -151451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -151452.187500 Penalty: 1510.996948
	Iteration 78Q: 3 clusters Score -151452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -151453.187500 Penalty: 1510.996948
	Iteration 79Q: 3 clusters Score -151453.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -151454.328125 Penalty: 1510.996948
	Iteration 80F: 3 clusters Score -151454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -151455.906250 Penalty: 1510.996948
	Iteration 81Q: 3 clusters Score -151455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -151457.765625 Penalty: 1510.996948
	Iteration 82Q: 3 clusters Score -151457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -151459.546875 Penalty: 1510.996948
	Iteration 83Q: 3 clusters Score -151459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -151460.140625 Penalty: 1510.996948
	Iteration 84Q: 3 clusters Score -151460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -151460.140625 Penalty: 1510.996948
	Iteration 85F: 3 clusters Score -151460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (288860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288860 members 
Entering Unmasked Estep 
Score: -15867002.000000 Penalty: 1194.501221
	Iteration 0F: 2 clusters Score -1.5867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144232 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -15674618.000000 Penalty: 2389.002441
	Iteration 0F: 3 clusters Score -1.567462e+07 nChanged 141865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132621 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -15764140.000000 Penalty: 2389.002441
	Iteration 1F: 3 clusters Score -1.576414e+07 nChanged 13862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124389 members 
Mstep: Class 2 contains 164471 members 
Entering Unmasked Estep 
Score: -15769686.000000 Penalty: 2389.002441
	Iteration 2Q: 3 clusters Score -1.576969e+07 nChanged 17048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112457 members 
Mstep: Class 2 contains 176403 members 
Entering Unmasked Estep 
Score: -15777709.000000 Penalty: 2389.002441
	Iteration 3F: 3 clusters Score -1.577771e+07 nChanged 19409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97134 members 
Mstep: Class 2 contains 191726 members 
Entering Unmasked Estep 
Score: -15787987.000000 Penalty: 2389.002441
	Iteration 4F: 3 clusters Score -1.578799e+07 nChanged 20281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 209211 members 
Entering Unmasked Estep 
Score: -15799829.000000 Penalty: 2389.002441
	Iteration 5F: 3 clusters Score -1.579983e+07 nChanged 19656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 227593 members 
Entering Unmasked Estep 
Score: -15813017.000000 Penalty: 2389.002441
	Iteration 6F: 3 clusters Score -1.581302e+07 nChanged 18075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 245324 members 
Entering Unmasked Estep 
Score: -15826023.000000 Penalty: 2389.002441
	Iteration 7F: 3 clusters Score -1.582602e+07 nChanged 15863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 261167 members 
Entering Unmasked Estep 
Score: -15839304.000000 Penalty: 2389.002441
	Iteration 8F: 3 clusters Score -1.58393e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 273846 members 
Entering Unmasked Estep 
Score: -15851109.000000 Penalty: 2389.002441
	Iteration 9Q: 3 clusters Score -1.585111e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 282092 members 
Entering Unmasked Estep 
Score: -15859230.000000 Penalty: 2389.002441
	Iteration 10Q: 3 clusters Score -1.585923e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 286104 members 
Entering Unmasked Estep 
Score: -15863262.000000 Penalty: 2389.002441
	Iteration 11Q: 3 clusters Score -1.586326e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 287657 members 
Entering Unmasked Estep 
Score: -15864877.000000 Penalty: 2389.002441
	Iteration 12Q: 3 clusters Score -1.586488e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 288210 members 
Entering Unmasked Estep 
Score: -15865429.000000 Penalty: 2389.002441
	Iteration 13Q: 3 clusters Score -1.586543e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 288384 members 
Entering Unmasked Estep 
Score: -15865636.000000 Penalty: 2389.002441
	Iteration 14Q: 3 clusters Score -1.586564e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 288472 members 
Entering Unmasked Estep 
Score: -15865761.000000 Penalty: 2389.002441
	Iteration 15Q: 3 clusters Score -1.586576e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 288508 members 
Entering Unmasked Estep 
Score: -15865829.000000 Penalty: 2389.002441
	Iteration 16Q: 3 clusters Score -1.586583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 288537 members 
Entering Unmasked Estep 
Score: -15865850.000000 Penalty: 2389.002441
	Iteration 17Q: 3 clusters Score -1.586585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 288555 members 
Entering Unmasked Estep 
Score: -15865881.000000 Penalty: 2389.002441
	Iteration 18Q: 3 clusters Score -1.586588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288565 members 
Entering Unmasked Estep 
Score: -15865918.000000 Penalty: 2389.002441
	Iteration 19Q: 3 clusters Score -1.586592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 288571 members 
Entering Unmasked Estep 
Score: -15865908.000000 Penalty: 2389.002441
	Iteration 20F: 3 clusters Score -1.586591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 288578 members 
Entering Unmasked Estep 
Score: -15865917.000000 Penalty: 2389.002441
	Iteration 21Q: 3 clusters Score -1.586592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 288580 members 
Entering Unmasked Estep 
Score: -15865916.000000 Penalty: 2389.002441
	Iteration 22Q: 3 clusters Score -1.586592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 288583 members 
Entering Unmasked Estep 
Score: -15865924.000000 Penalty: 2389.002441
	Iteration 23Q: 3 clusters Score -1.586592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 288580 members 
Entering Unmasked Estep 
Score: -15865930.000000 Penalty: 2389.002441
	Iteration 24Q: 3 clusters Score -1.586593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 288580 members 
Entering Unmasked Estep 
Score: -15865935.000000 Penalty: 2389.002441
	Iteration 25Q: 3 clusters Score -1.586594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 288585 members 
Entering Unmasked Estep 
Score: -15865916.000000 Penalty: 2389.002441
	Iteration 26Q: 3 clusters Score -1.586592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 288588 members 
Entering Unmasked Estep 
Score: -15865919.000000 Penalty: 2389.002441
	Iteration 27Q: 3 clusters Score -1.586592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 288591 members 
Entering Unmasked Estep 
Score: -15865923.000000 Penalty: 2389.002441
	Iteration 28Q: 3 clusters Score -1.586592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 288591 members 
Entering Unmasked Estep 
Score: -15865923.000000 Penalty: 2389.002441
	Iteration 29F: 3 clusters Score -1.586592e+07 nChanged 0
--- Evaluating fit on full set of 2212027 points ---
Entering Unmasked Estep 
Score: -115774048.000000 Penalty: 34697.371094
23->26 Clusters: Score -115774048.000000, best is -116031768.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 737342 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 32002 members 
Mstep: Class 3 contains 32092 members 
Mstep: Class 4 contains 31858 members 
Mstep: Class 5 contains 32117 members 
Mstep: Class 6 contains 32222 members 
Mstep: Class 7 contains 32196 members 
Mstep: Class 8 contains 32098 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 32134 members 
Mstep: Class 11 contains 32200 members 
Mstep: Class 12 contains 32084 members 
Mstep: Class 13 contains 31989 members 
Mstep: Class 14 contains 32028 members 
Mstep: Class 15 contains 32069 members 
Mstep: Class 16 contains 31982 members 
Mstep: Class 17 contains 32070 members 
Mstep: Class 18 contains 32028 members 
Mstep: Class 19 contains 32017 members 
Mstep: Class 20 contains 32079 members 
Mstep: Class 21 contains 31665 members 
Mstep: Class 22 contains 31976 members 
Mstep: Class 23 contains 32199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 327.530670 but Gain 1283.527344
Score: -34970000.000000 Penalty: 28237.585938
Iteration 0F: 23 clusters Score -3.497e+07 nChanged 702467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1030 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 3 contains 87629 members 
Mstep: Class 4 contains 16424 members 
Mstep: Class 5 contains 26061 members 
Mstep: Class 6 contains 32827 members 
Mstep: Class 7 contains 37474 members 
Mstep: Class 8 contains 38098 members 
Mstep: Class 9 contains 21203 members 
Mstep: Class 10 contains 19551 members 
Mstep: Class 11 contains 24054 members 
Mstep: Class 12 contains 25250 members 
Mstep: Class 13 contains 27363 members 
Mstep: Class 14 contains 24807 members 
Mstep: Class 15 contains 38989 members 
Mstep: Class 16 contains 15585 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 104119 members 
Mstep: Class 19 contains 25556 members 
Mstep: Class 20 contains 32888 members 
Mstep: Class 21 contains 9565 members 
Mstep: Class 22 contains 17518 members 
Mstep: Class 23 contains 71758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37408836.000000 Penalty: 28237.585938
Iteration 1F: 23 clusters Score -3.740884e+07 nChanged 289273
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 3 contains 83369 members 
Mstep: Class 4 contains 13644 members 
Mstep: Class 5 contains 19669 members 
Mstep: Class 6 contains 20916 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 40008 members 
Mstep: Class 9 contains 22399 members 
Mstep: Class 10 contains 14663 members 
Mstep: Class 11 contains 14952 members 
Mstep: Class 12 contains 22723 members 
Mstep: Class 13 contains 20467 members 
Mstep: Class 14 contains 16113 members 
Mstep: Class 15 contains 49498 members 
Mstep: Class 16 contains 7925 members 
Mstep: Class 17 contains 7977 members 
Mstep: Class 18 contains 146550 members 
Mstep: Class 19 contains 18062 members 
Mstep: Class 20 contains 36308 members 
Mstep: Class 21 contains 8457 members 
Mstep: Class 22 contains 9695 members 
Mstep: Class 23 contains 102496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37890044.000000 Penalty: 28237.585938
Iteration 2F: 23 clusters Score -3.789004e+07 nChanged 181114
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 3 contains 82255 members 
Mstep: Class 4 contains 12670 members 
Mstep: Class 5 contains 13395 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 42247 members 
Mstep: Class 8 contains 46645 members 
Mstep: Class 9 contains 24502 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 9604 members 
Mstep: Class 12 contains 21070 members 
Mstep: Class 13 contains 14457 members 
Mstep: Class 14 contains 10538 members 
Mstep: Class 15 contains 63566 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 4659 members 
Mstep: Class 18 contains 166668 members 
Mstep: Class 19 contains 12825 members 
Mstep: Class 20 contains 37777 members 
Mstep: Class 21 contains 7482 members 
Mstep: Class 22 contains 6126 members 
Mstep: Class 23 contains 117475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38128160.000000 Penalty: 28237.585938
Iteration 3F: 23 clusters Score -3.812816e+07 nChanged 124541
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 3 contains 83407 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 8481 members 
Mstep: Class 6 contains 11356 members 
Mstep: Class 7 contains 38857 members 
Mstep: Class 8 contains 51440 members 
Mstep: Class 9 contains 22725 members 
Mstep: Class 10 contains 15683 members 
Mstep: Class 11 contains 7624 members 
Mstep: Class 12 contains 19320 members 
Mstep: Class 13 contains 10426 members 
Mstep: Class 14 contains 7147 members 
Mstep: Class 15 contains 70709 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 182950 members 
Mstep: Class 19 contains 9015 members 
Mstep: Class 20 contains 40347 members 
Mstep: Class 21 contains 6827 members 
Mstep: Class 22 contains 4748 members 
Mstep: Class 23 contains 121140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38272652.000000 Penalty: 28237.585938
Iteration 4F: 23 clusters Score -3.827265e+07 nChanged 94096
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 3 contains 84299 members 
Mstep: Class 4 contains 10776 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 36669 members 
Mstep: Class 8 contains 54747 members 
Mstep: Class 9 contains 19798 members 
Mstep: Class 10 contains 20824 members 
Mstep: Class 11 contains 7489 members 
Mstep: Class 12 contains 17825 members 
Mstep: Class 13 contains 7542 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 72376 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 193921 members 
Mstep: Class 19 contains 6113 members 
Mstep: Class 20 contains 45833 members 
Mstep: Class 21 contains 6641 members 
Mstep: Class 22 contains 4296 members 
Mstep: Class 23 contains 117932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38367196.000000 Penalty: 28237.585938
Iteration 5F: 23 clusters Score -3.83672e+07 nChanged 72527
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 3 contains 84018 members 
Mstep: Class 4 contains 10334 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 35242 members 
Mstep: Class 8 contains 56468 members 
Mstep: Class 9 contains 17111 members 
Mstep: Class 10 contains 27286 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16766 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 72058 members 
Mstep: Class 16 contains 2955 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 201449 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 20 contains 53250 members 
Mstep: Class 21 contains 6582 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 110809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38430472.000000 Penalty: 28237.585938
Iteration 6F: 23 clusters Score -3.843047e+07 nChanged 56013
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 3 contains 82556 members 
Mstep: Class 4 contains 9995 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 34572 members 
Mstep: Class 8 contains 55561 members 
Mstep: Class 9 contains 15474 members 
Mstep: Class 10 contains 34054 members 
Mstep: Class 11 contains 8499 members 
Mstep: Class 12 contains 16288 members 
Mstep: Class 13 contains 4334 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 70457 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 18 contains 207358 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 60747 members 
Mstep: Class 21 contains 6657 members 
Mstep: Class 22 contains 3881 members 
Mstep: Class 23 contains 103127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38473508.000000 Penalty: 28237.585938
Iteration 7F: 23 clusters Score -3.847351e+07 nChanged 42910
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 3 contains 80574 members 
Mstep: Class 4 contains 9612 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 4266 members 
Mstep: Class 7 contains 34349 members 
Mstep: Class 8 contains 52808 members 
Mstep: Class 9 contains 14790 members 
Mstep: Class 10 contains 39605 members 
Mstep: Class 11 contains 8770 members 
Mstep: Class 12 contains 16064 members 
Mstep: Class 13 contains 3707 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 68368 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 211696 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 67568 members 
Mstep: Class 21 contains 6842 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 96818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38504800.000000 Penalty: 28237.585938
Iteration 8F: 23 clusters Score -3.85048e+07 nChanged 33919
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 3 contains 78419 members 
Mstep: Class 4 contains 9181 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 3444 members 
Mstep: Class 7 contains 34398 members 
Mstep: Class 8 contains 49873 members 
Mstep: Class 9 contains 14533 members 
Mstep: Class 10 contains 43988 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 15951 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 65874 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 2595 members 
Mstep: Class 18 contains 215042 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 73470 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 3615 members 
Mstep: Class 23 contains 91895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38522576.000000 Penalty: 28237.585938
Iteration 9Q: 23 clusters Score -3.852258e+07 nChanged 27200
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 3 contains 76717 members 
Mstep: Class 4 contains 8720 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 2829 members 
Mstep: Class 7 contains 34625 members 
Mstep: Class 8 contains 46705 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 47474 members 
Mstep: Class 11 contains 8840 members 
Mstep: Class 12 contains 15883 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 3595 members 
Mstep: Class 15 contains 63237 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 2547 members 
Mstep: Class 18 contains 217981 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 78765 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 87781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38534048.000000 Penalty: 28237.585938
Iteration 10Q: 23 clusters Score -3.853405e+07 nChanged 22708
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 3 contains 75392 members 
Mstep: Class 4 contains 8243 members 
Mstep: Class 5 contains 1996 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 43059 members 
Mstep: Class 9 contains 14921 members 
Mstep: Class 10 contains 50361 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 15821 members 
Mstep: Class 13 contains 3125 members 
Mstep: Class 14 contains 3875 members 
Mstep: Class 15 contains 60646 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 220674 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 83870 members 
Mstep: Class 21 contains 7202 members 
Mstep: Class 22 contains 3466 members 
Mstep: Class 23 contains 84155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38542396.000000 Penalty: 28237.585938
Iteration 11Q: 23 clusters Score -3.85424e+07 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 3 contains 74251 members 
Mstep: Class 4 contains 7736 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 2142 members 
Mstep: Class 7 contains 35216 members 
Mstep: Class 8 contains 38977 members 
Mstep: Class 9 contains 15250 members 
Mstep: Class 10 contains 52880 members 
Mstep: Class 11 contains 8658 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 58111 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 18 contains 223258 members 
Mstep: Class 19 contains 1112 members 
Mstep: Class 20 contains 89108 members 
Mstep: Class 21 contains 7241 members 
Mstep: Class 22 contains 3437 members 
Mstep: Class 23 contains 80941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38550308.000000 Penalty: 28237.585938
Iteration 12Q: 23 clusters Score -3.855031e+07 nChanged 17904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 3 contains 73284 members 
Mstep: Class 4 contains 7245 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 35463 members 
Mstep: Class 8 contains 34634 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 55087 members 
Mstep: Class 11 contains 8564 members 
Mstep: Class 12 contains 15724 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 55720 members 
Mstep: Class 16 contains 2732 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 225504 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 94525 members 
Mstep: Class 21 contains 7256 members 
Mstep: Class 22 contains 3402 members 
Mstep: Class 23 contains 78124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38556704.000000 Penalty: 28237.585938
Iteration 13Q: 23 clusters Score -3.85567e+07 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 3 contains 72474 members 
Mstep: Class 4 contains 6809 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 35645 members 
Mstep: Class 8 contains 30480 members 
Mstep: Class 9 contains 15846 members 
Mstep: Class 10 contains 57165 members 
Mstep: Class 11 contains 8498 members 
Mstep: Class 12 contains 15686 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 53372 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 227530 members 
Mstep: Class 19 contains 917 members 
Mstep: Class 20 contains 99742 members 
Mstep: Class 21 contains 7271 members 
Mstep: Class 22 contains 3384 members 
Mstep: Class 23 contains 75569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38562240.000000 Penalty: 28237.585938
Iteration 14Q: 23 clusters Score -3.856224e+07 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 3 contains 71658 members 
Mstep: Class 4 contains 6394 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 35811 members 
Mstep: Class 8 contains 26442 members 
Mstep: Class 9 contains 16053 members 
Mstep: Class 10 contains 59130 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 3000 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 51117 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 229396 members 
Mstep: Class 19 contains 862 members 
Mstep: Class 20 contains 104925 members 
Mstep: Class 21 contains 7274 members 
Mstep: Class 22 contains 3369 members 
Mstep: Class 23 contains 73227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1256.829102 but Gain 1283.525391
Score: -38567168.000000 Penalty: 26954.060547
Iteration 15Q: 22 clusters Score -3.856717e+07 nChanged 14596
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 3 contains 71444 members 
Mstep: Class 4 contains 6054 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 1793 members 
Mstep: Class 7 contains 35917 members 
Mstep: Class 8 contains 22605 members 
Mstep: Class 9 contains 16223 members 
Mstep: Class 10 contains 61006 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 15603 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 4932 members 
Mstep: Class 15 contains 48953 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 18 contains 231141 members 
Mstep: Class 20 contains 109967 members 
Mstep: Class 21 contains 7270 members 
Mstep: Class 22 contains 3369 members 
Mstep: Class 23 contains 71012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38572636.000000 Penalty: 26954.060547
Iteration 16Q: 22 clusters Score -3.857264e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 3 contains 70867 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 35995 members 
Mstep: Class 8 contains 19141 members 
Mstep: Class 9 contains 16335 members 
Mstep: Class 10 contains 62757 members 
Mstep: Class 11 contains 8470 members 
Mstep: Class 12 contains 15578 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 14 contains 5041 members 
Mstep: Class 15 contains 46779 members 
Mstep: Class 16 contains 3128 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 232868 members 
Mstep: Class 20 contains 114536 members 
Mstep: Class 21 contains 7258 members 
Mstep: Class 22 contains 3369 members 
Mstep: Class 23 contains 68863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38577000.000000 Penalty: 26954.060547
Iteration 17Q: 22 clusters Score -3.8577e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 3 contains 70349 members 
Mstep: Class 4 contains 5545 members 
Mstep: Class 5 contains 2906 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 36077 members 
Mstep: Class 8 contains 16091 members 
Mstep: Class 9 contains 16323 members 
Mstep: Class 10 contains 64462 members 
Mstep: Class 11 contains 8493 members 
Mstep: Class 12 contains 15562 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 44648 members 
Mstep: Class 16 contains 3192 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 234518 members 
Mstep: Class 20 contains 118702 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 3376 members 
Mstep: Class 23 contains 66827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38580548.000000 Penalty: 26954.060547
Iteration 18Q: 22 clusters Score -3.858055e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 3 contains 69873 members 
Mstep: Class 4 contains 5359 members 
Mstep: Class 5 contains 2984 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 7 contains 36100 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 16301 members 
Mstep: Class 10 contains 66121 members 
Mstep: Class 11 contains 8589 members 
Mstep: Class 12 contains 15548 members 
Mstep: Class 13 contains 2944 members 
Mstep: Class 14 contains 5197 members 
Mstep: Class 15 contains 42555 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 236035 members 
Mstep: Class 20 contains 122466 members 
Mstep: Class 21 contains 7217 members 
Mstep: Class 22 contains 3367 members 
Mstep: Class 23 contains 64927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38584296.000000 Penalty: 26954.060547
Iteration 19Q: 22 clusters Score -3.85843e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 3 contains 69466 members 
Mstep: Class 4 contains 5191 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 36116 members 
Mstep: Class 8 contains 11461 members 
Mstep: Class 9 contains 16262 members 
Mstep: Class 10 contains 67773 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 15536 members 
Mstep: Class 13 contains 2946 members 
Mstep: Class 14 contains 5229 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 237454 members 
Mstep: Class 20 contains 125653 members 
Mstep: Class 21 contains 7215 members 
Mstep: Class 22 contains 3362 members 
Mstep: Class 23 contains 63093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38588100.000000 Penalty: 26954.060547
Iteration 20F: 22 clusters Score -3.85881e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 3 contains 68995 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 36057 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 16260 members 
Mstep: Class 10 contains 69453 members 
Mstep: Class 11 contains 8774 members 
Mstep: Class 12 contains 15472 members 
Mstep: Class 13 contains 2939 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 38526 members 
Mstep: Class 16 contains 3398 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 238820 members 
Mstep: Class 20 contains 128258 members 
Mstep: Class 21 contains 7221 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 61291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38591460.000000 Penalty: 26954.060547
Iteration 21Q: 22 clusters Score -3.859146e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 3 contains 68568 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 35917 members 
Mstep: Class 8 contains 8771 members 
Mstep: Class 9 contains 16233 members 
Mstep: Class 10 contains 71124 members 
Mstep: Class 11 contains 8891 members 
Mstep: Class 12 contains 15416 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 36565 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 240108 members 
Mstep: Class 20 contains 130464 members 
Mstep: Class 21 contains 7215 members 
Mstep: Class 22 contains 3348 members 
Mstep: Class 23 contains 59636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38594052.000000 Penalty: 26954.060547
Iteration 22Q: 22 clusters Score -3.859405e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 3 contains 68087 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 35766 members 
Mstep: Class 8 contains 8020 members 
Mstep: Class 9 contains 16200 members 
Mstep: Class 10 contains 72765 members 
Mstep: Class 11 contains 9066 members 
Mstep: Class 12 contains 15365 members 
Mstep: Class 13 contains 2939 members 
Mstep: Class 14 contains 5255 members 
Mstep: Class 15 contains 34705 members 
Mstep: Class 16 contains 3547 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 241374 members 
Mstep: Class 20 contains 132232 members 
Mstep: Class 21 contains 7186 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 58032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38596456.000000 Penalty: 26954.060547
Iteration 23Q: 22 clusters Score -3.859646e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 3 contains 67638 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 35597 members 
Mstep: Class 8 contains 7499 members 
Mstep: Class 9 contains 16138 members 
Mstep: Class 10 contains 74222 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 15312 members 
Mstep: Class 13 contains 2931 members 
Mstep: Class 14 contains 5241 members 
Mstep: Class 15 contains 33122 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 242552 members 
Mstep: Class 20 contains 133707 members 
Mstep: Class 21 contains 7163 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 56486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38598168.000000 Penalty: 26954.060547
Iteration 24Q: 22 clusters Score -3.859817e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 3 contains 67198 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 35440 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 16052 members 
Mstep: Class 10 contains 75414 members 
Mstep: Class 11 contains 9494 members 
Mstep: Class 12 contains 15264 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 5237 members 
Mstep: Class 15 contains 31845 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 243675 members 
Mstep: Class 20 contains 134944 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 3327 members 
Mstep: Class 23 contains 55014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38599284.000000 Penalty: 26954.060547
Iteration 25Q: 22 clusters Score -3.859928e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 3 contains 66748 members 
Mstep: Class 4 contains 4181 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 35326 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 15927 members 
Mstep: Class 10 contains 76436 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 15215 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 5240 members 
Mstep: Class 15 contains 30816 members 
Mstep: Class 16 contains 3821 members 
Mstep: Class 17 contains 3348 members 
Mstep: Class 18 contains 244707 members 
Mstep: Class 20 contains 136056 members 
Mstep: Class 21 contains 7116 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 53588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600460.000000 Penalty: 26954.060547
Iteration 26Q: 22 clusters Score -3.860046e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 3 contains 66311 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 35219 members 
Mstep: Class 8 contains 6655 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 77259 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 15169 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 5234 members 
Mstep: Class 15 contains 30034 members 
Mstep: Class 16 contains 3945 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 245629 members 
Mstep: Class 20 contains 137091 members 
Mstep: Class 21 contains 7097 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 52222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38601020.000000 Penalty: 26954.060547
Iteration 27Q: 22 clusters Score -3.860102e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 3 contains 65954 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 2343 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 6496 members 
Mstep: Class 9 contains 15660 members 
Mstep: Class 10 contains 78005 members 
Mstep: Class 11 contains 9962 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 29415 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 246421 members 
Mstep: Class 20 contains 137942 members 
Mstep: Class 21 contains 7079 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 50962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38601844.000000 Penalty: 26954.060547
Iteration 28Q: 22 clusters Score -3.860184e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 3 contains 65517 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 35005 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 15519 members 
Mstep: Class 10 contains 78665 members 
Mstep: Class 11 contains 10079 members 
Mstep: Class 12 contains 15075 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 5250 members 
Mstep: Class 15 contains 28912 members 
Mstep: Class 16 contains 4164 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 18 contains 247238 members 
Mstep: Class 20 contains 138704 members 
Mstep: Class 21 contains 7063 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 49771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38602408.000000 Penalty: 26954.060547
Iteration 29Q: 22 clusters Score -3.860241e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 3 contains 65150 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 34880 members 
Mstep: Class 8 contains 6291 members 
Mstep: Class 9 contains 15356 members 
Mstep: Class 10 contains 79325 members 
Mstep: Class 11 contains 10174 members 
Mstep: Class 12 contains 15019 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 28457 members 
Mstep: Class 16 contains 4277 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 247966 members 
Mstep: Class 20 contains 139406 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 48619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38603224.000000 Penalty: 26954.060547
Iteration 30Q: 22 clusters Score -3.860322e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 3 contains 64802 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 34749 members 
Mstep: Class 8 contains 6223 members 
Mstep: Class 9 contains 15118 members 
Mstep: Class 10 contains 79931 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 5279 members 
Mstep: Class 15 contains 28069 members 
Mstep: Class 16 contains 4380 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 248680 members 
Mstep: Class 20 contains 140103 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 47483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38603812.000000 Penalty: 26954.060547
Iteration 31Q: 22 clusters Score -3.860381e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 3 contains 64461 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 34634 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 14864 members 
Mstep: Class 10 contains 80478 members 
Mstep: Class 11 contains 10319 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 4500 members 
Mstep: Class 17 contains 3674 members 
Mstep: Class 18 contains 249363 members 
Mstep: Class 20 contains 140804 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 46375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38604368.000000 Penalty: 26954.060547
Iteration 32Q: 22 clusters Score -3.860437e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 3 contains 64087 members 
Mstep: Class 4 contains 3568 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 34508 members 
Mstep: Class 8 contains 6084 members 
Mstep: Class 9 contains 14601 members 
Mstep: Class 10 contains 80968 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 27532 members 
Mstep: Class 16 contains 4611 members 
Mstep: Class 17 contains 3726 members 
Mstep: Class 18 contains 249947 members 
Mstep: Class 20 contains 141570 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 45372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38604868.000000 Penalty: 26954.060547
Iteration 33Q: 22 clusters Score -3.860487e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 3 contains 63733 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 34385 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 14332 members 
Mstep: Class 10 contains 81392 members 
Mstep: Class 11 contains 10400 members 
Mstep: Class 12 contains 14912 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 5351 members 
Mstep: Class 15 contains 27326 members 
Mstep: Class 16 contains 4763 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 250518 members 
Mstep: Class 20 contains 142321 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 44381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38605180.000000 Penalty: 26954.060547
Iteration 34Q: 22 clusters Score -3.860518e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 3 contains 63406 members 
Mstep: Class 4 contains 3453 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 2855 members 
Mstep: Class 7 contains 34257 members 
Mstep: Class 8 contains 5936 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 81750 members 
Mstep: Class 11 contains 10413 members 
Mstep: Class 12 contains 14900 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 27174 members 
Mstep: Class 16 contains 4912 members 
Mstep: Class 17 contains 3839 members 
Mstep: Class 18 contains 251050 members 
Mstep: Class 20 contains 143022 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 3303 members 
Mstep: Class 23 contains 43442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38605532.000000 Penalty: 26954.060547
Iteration 35Q: 22 clusters Score -3.860553e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 3 contains 63080 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 34140 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 13987 members 
Mstep: Class 10 contains 82050 members 
Mstep: Class 11 contains 10423 members 
Mstep: Class 12 contains 14883 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 5388 members 
Mstep: Class 15 contains 27038 members 
Mstep: Class 16 contains 5070 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 251578 members 
Mstep: Class 20 contains 143678 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 42504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38606412.000000 Penalty: 26954.060547
Iteration 36Q: 22 clusters Score -3.860641e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 3 contains 62781 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 2963 members 
Mstep: Class 7 contains 34014 members 
Mstep: Class 8 contains 5782 members 
Mstep: Class 9 contains 13914 members 
Mstep: Class 10 contains 82305 members 
Mstep: Class 11 contains 10432 members 
Mstep: Class 12 contains 14872 members 
Mstep: Class 13 contains 2841 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 26928 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 252127 members 
Mstep: Class 20 contains 144263 members 
Mstep: Class 21 contains 7063 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 41561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38606736.000000 Penalty: 26954.060547
Iteration 37Q: 22 clusters Score -3.860674e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 3 contains 62553 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 5707 members 
Mstep: Class 9 contains 13863 members 
Mstep: Class 10 contains 82485 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 14867 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 5423 members 
Mstep: Class 15 contains 26848 members 
Mstep: Class 16 contains 5371 members 
Mstep: Class 17 contains 3984 members 
Mstep: Class 18 contains 252646 members 
Mstep: Class 20 contains 144785 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 40702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38607208.000000 Penalty: 26954.060547
Iteration 38Q: 22 clusters Score -3.860721e+07 nChanged 2540
Entering ConstructFrom: 
Score: -38607208.000000 Penalty: 26954.060547
Entering ConstructFrom: 
Trying to split cluster 1 (10016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Entering Unmasked Estep 
Score: -547246.375000 Penalty: 875.134216
	Iteration 0F: 2 clusters Score -547246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -540438.687500 Penalty: 1750.268433
	Iteration 0F: 3 clusters Score -540438.7 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -543334.562500 Penalty: 1750.268433
	Iteration 1F: 3 clusters Score -543334.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -543903.812500 Penalty: 1750.268433
	Iteration 2F: 3 clusters Score -543903.8 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -544476.062500 Penalty: 1750.268433
	Iteration 3F: 3 clusters Score -544476.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -544959.625000 Penalty: 1750.268433
	Iteration 4F: 3 clusters Score -544959.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -545340.125000 Penalty: 1750.268433
	Iteration 5F: 3 clusters Score -545340.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -545609.437500 Penalty: 1750.268433
	Iteration 6Q: 3 clusters Score -545609.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -545843.500000 Penalty: 1750.268433
	Iteration 7Q: 3 clusters Score -545843.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -546076.687500 Penalty: 1750.268433
	Iteration 8Q: 3 clusters Score -546076.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -546273.187500 Penalty: 1750.268433
	Iteration 9Q: 3 clusters Score -546273.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -546395.312500 Penalty: 1750.268433
	Iteration 10Q: 3 clusters Score -546395.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -546476.125000 Penalty: 1750.268433
	Iteration 11Q: 3 clusters Score -546476.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -546540.625000 Penalty: 1750.268433
	Iteration 12Q: 3 clusters Score -546540.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -546597.000000 Penalty: 1750.268433
	Iteration 13Q: 3 clusters Score -546597 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -546641.937500 Penalty: 1750.268433
	Iteration 14Q: 3 clusters Score -546641.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -546682.187500 Penalty: 1750.268433
	Iteration 15Q: 3 clusters Score -546682.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -546713.937500 Penalty: 1750.268433
	Iteration 16Q: 3 clusters Score -546713.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -546746.500000 Penalty: 1750.268433
	Iteration 17Q: 3 clusters Score -546746.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -546767.687500 Penalty: 1750.268433
	Iteration 18Q: 3 clusters Score -546767.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -546794.937500 Penalty: 1750.268433
	Iteration 19Q: 3 clusters Score -546794.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -546810.687500 Penalty: 1750.268433
	Iteration 20F: 3 clusters Score -546810.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -546817.312500 Penalty: 1750.268433
	Iteration 21Q: 3 clusters Score -546817.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -546820.750000 Penalty: 1750.268433
	Iteration 22Q: 3 clusters Score -546820.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -546826.125000 Penalty: 1750.268433
	Iteration 23Q: 3 clusters Score -546826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -546829.937500 Penalty: 1750.268433
	Iteration 24Q: 3 clusters Score -546829.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -546832.250000 Penalty: 1750.268433
	Iteration 25Q: 3 clusters Score -546832.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -546835.500000 Penalty: 1750.268433
	Iteration 26Q: 3 clusters Score -546835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -546838.312500 Penalty: 1750.268433
	Iteration 27Q: 3 clusters Score -546838.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -546839.750000 Penalty: 1750.268433
	Iteration 28Q: 3 clusters Score -546839.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -546841.000000 Penalty: 1750.268433
	Iteration 29Q: 3 clusters Score -546841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -546841.312500 Penalty: 1750.268433
	Iteration 30Q: 3 clusters Score -546841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -546842.000000 Penalty: 1750.268433
	Iteration 31Q: 3 clusters Score -546842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -546841.500000 Penalty: 1750.268433
	Iteration 32Q: 3 clusters Score -546841.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -546841.500000 Penalty: 1750.268433
	Iteration 33F: 3 clusters Score -546841.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (62376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Entering Unmasked Estep 
Score: -3109437.000000 Penalty: 1048.888916
	Iteration 0F: 2 clusters Score -3109437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3067877.500000 Penalty: 2097.777832
	Iteration 0F: 3 clusters Score -3067878 nChanged 29670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3085545.750000 Penalty: 2097.777832
	Iteration 1F: 3 clusters Score -3085546 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3086700.500000 Penalty: 2097.777832
	Iteration 2Q: 3 clusters Score -3086700 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3088427.750000 Penalty: 2097.777832
	Iteration 3F: 3 clusters Score -3088428 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -3090798.500000 Penalty: 2097.777832
	Iteration 4F: 3 clusters Score -3090798 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -3093455.250000 Penalty: 2097.777832
	Iteration 5F: 3 clusters Score -3093455 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3095875.500000 Penalty: 2097.777832
	Iteration 6F: 3 clusters Score -3095876 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -3097730.000000 Penalty: 2097.777832
	Iteration 7F: 3 clusters Score -3097730 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -3098922.750000 Penalty: 2097.777832
	Iteration 8Q: 3 clusters Score -3098923 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -3099694.000000 Penalty: 2097.777832
	Iteration 9Q: 3 clusters Score -3099694 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -3100338.000000 Penalty: 2097.777832
	Iteration 10Q: 3 clusters Score -3100338 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -3100918.750000 Penalty: 2097.777832
	Iteration 11Q: 3 clusters Score -3100919 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3101406.500000 Penalty: 2097.777832
	Iteration 12Q: 3 clusters Score -3101406 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -3101794.000000 Penalty: 2097.777832
	Iteration 13Q: 3 clusters Score -3101794 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -3102024.500000 Penalty: 2097.777832
	Iteration 14Q: 3 clusters Score -3102024 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -3102148.250000 Penalty: 2097.777832
	Iteration 15Q: 3 clusters Score -3102148 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -3102256.250000 Penalty: 2097.777832
	Iteration 16Q: 3 clusters Score -3102256 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -3102344.250000 Penalty: 2097.777832
	Iteration 17Q: 3 clusters Score -3102344 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -3102410.250000 Penalty: 2097.777832
	Iteration 18Q: 3 clusters Score -3102410 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -3102463.250000 Penalty: 2097.777832
	Iteration 19Q: 3 clusters Score -3102463 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -3102497.750000 Penalty: 2097.777832
	Iteration 20F: 3 clusters Score -3102498 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -3102539.750000 Penalty: 2097.777832
	Iteration 21Q: 3 clusters Score -3102540 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -3102615.000000 Penalty: 2097.777832
	Iteration 22Q: 3 clusters Score -3102615 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -3102652.500000 Penalty: 2097.777832
	Iteration 23Q: 3 clusters Score -3102652 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -3102703.750000 Penalty: 2097.777832
	Iteration 24Q: 3 clusters Score -3102704 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -3102758.250000 Penalty: 2097.777832
	Iteration 25Q: 3 clusters Score -3102758 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -3102820.750000 Penalty: 2097.777832
	Iteration 26Q: 3 clusters Score -3102821 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -3102867.500000 Penalty: 2097.777832
	Iteration 27Q: 3 clusters Score -3102868 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -3102931.500000 Penalty: 2097.777832
	Iteration 28Q: 3 clusters Score -3102932 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -3102999.750000 Penalty: 2097.777832
	Iteration 29Q: 3 clusters Score -3103000 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -3103057.250000 Penalty: 2097.777832
	Iteration 30Q: 3 clusters Score -3103057 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -3103145.250000 Penalty: 2097.777832
	Iteration 31Q: 3 clusters Score -3103145 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -3103234.250000 Penalty: 2097.777832
	Iteration 32Q: 3 clusters Score -3103234 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -3103334.000000 Penalty: 2097.777832
	Iteration 33Q: 3 clusters Score -3103334 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -3103412.000000 Penalty: 2097.777832
	Iteration 34Q: 3 clusters Score -3103412 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -3103550.250000 Penalty: 2097.777832
	Iteration 35Q: 3 clusters Score -3103550 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -3103647.750000 Penalty: 2097.777832
	Iteration 36Q: 3 clusters Score -3103648 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -3103749.500000 Penalty: 2097.777832
	Iteration 37Q: 3 clusters Score -3103750 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -3103848.000000 Penalty: 2097.777832
	Iteration 38Q: 3 clusters Score -3103848 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -3103964.750000 Penalty: 2097.777832
	Iteration 39Q: 3 clusters Score -3103965 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -3104029.500000 Penalty: 2097.777832
	Iteration 40F: 3 clusters Score -3104030 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -3104137.000000 Penalty: 2097.777832
	Iteration 41Q: 3 clusters Score -3104137 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -3104259.750000 Penalty: 2097.777832
	Iteration 42Q: 3 clusters Score -3104260 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -3104375.000000 Penalty: 2097.777832
	Iteration 43Q: 3 clusters Score -3104375 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -3104482.250000 Penalty: 2097.777832
	Iteration 44Q: 3 clusters Score -3104482 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -3104635.000000 Penalty: 2097.777832
	Iteration 45Q: 3 clusters Score -3104635 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -3104794.500000 Penalty: 2097.777832
	Iteration 46Q: 3 clusters Score -3104794 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -3104919.500000 Penalty: 2097.777832
	Iteration 47Q: 3 clusters Score -3104920 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -3105110.000000 Penalty: 2097.777832
	Iteration 48Q: 3 clusters Score -3105110 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -3105355.750000 Penalty: 2097.777832
	Iteration 49Q: 3 clusters Score -3105356 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -3105614.500000 Penalty: 2097.777832
	Iteration 50Q: 3 clusters Score -3105614 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -3105931.250000 Penalty: 2097.777832
	Iteration 51Q: 3 clusters Score -3105931 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -3106254.000000 Penalty: 2097.777832
	Iteration 52Q: 3 clusters Score -3106254 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -3106592.750000 Penalty: 2097.777832
	Iteration 53Q: 3 clusters Score -3106593 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -3106978.000000 Penalty: 2097.777832
	Iteration 54Q: 3 clusters Score -3106978 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -3107329.750000 Penalty: 2097.777832
	Iteration 55Q: 3 clusters Score -3107330 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -3107630.500000 Penalty: 2097.777832
	Iteration 56Q: 3 clusters Score -3107630 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -3107908.250000 Penalty: 2097.777832
	Iteration 57Q: 3 clusters Score -3107908 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -3108190.750000 Penalty: 2097.777832
	Iteration 58Q: 3 clusters Score -3108191 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -3108449.750000 Penalty: 2097.777832
	Iteration 59Q: 3 clusters Score -3108450 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -3108678.500000 Penalty: 2097.777832
	Iteration 60F: 3 clusters Score -3108678 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -3108838.250000 Penalty: 2097.777832
	Iteration 61Q: 3 clusters Score -3108838 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -3108967.500000 Penalty: 2097.777832
	Iteration 62Q: 3 clusters Score -3108968 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -3109077.000000 Penalty: 2097.777832
	Iteration 63Q: 3 clusters Score -3109077 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -3109197.250000 Penalty: 2097.777832
	Iteration 64Q: 3 clusters Score -3109197 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -3109296.250000 Penalty: 2097.777832
	Iteration 65Q: 3 clusters Score -3109296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -3109341.000000 Penalty: 2097.777832
	Iteration 66Q: 3 clusters Score -3109341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -3109370.000000 Penalty: 2097.777832
	Iteration 67Q: 3 clusters Score -3109370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -3109394.250000 Penalty: 2097.777832
	Iteration 68Q: 3 clusters Score -3109394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -3109409.250000 Penalty: 2097.777832
	Iteration 69Q: 3 clusters Score -3109409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -3109415.000000 Penalty: 2097.777832
	Iteration 70Q: 3 clusters Score -3109415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -3109425.250000 Penalty: 2097.777832
	Iteration 71Q: 3 clusters Score -3109425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -3109423.500000 Penalty: 2097.777832
	Iteration 72Q: 3 clusters Score -3109424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -3109423.250000 Penalty: 2097.777832
	Iteration 73Q: 3 clusters Score -3109423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -3109426.500000 Penalty: 2097.777832
	Iteration 74Q: 3 clusters Score -3109426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -3109430.750000 Penalty: 2097.777832
	Iteration 75Q: 3 clusters Score -3109431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -3109429.750000 Penalty: 2097.777832
	Iteration 76Q: 3 clusters Score -3109430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -3109426.250000 Penalty: 2097.777832
	Iteration 77Q: 3 clusters Score -3109426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -3109433.250000 Penalty: 2097.777832
	Iteration 78Q: 3 clusters Score -3109433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -3109437.250000 Penalty: 2097.777832
	Iteration 79Q: 3 clusters Score -3109437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -3109438.250000 Penalty: 2097.777832
	Iteration 80F: 3 clusters Score -3109438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -3109433.750000 Penalty: 2097.777832
	Iteration 81Q: 3 clusters Score -3109434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -3109432.750000 Penalty: 2097.777832
	Iteration 82Q: 3 clusters Score -3109433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -3109431.250000 Penalty: 2097.777832
	Iteration 83Q: 3 clusters Score -3109431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -3109434.250000 Penalty: 2097.777832
	Iteration 84Q: 3 clusters Score -3109434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -3109433.000000 Penalty: 2097.777832
	Iteration 85Q: 3 clusters Score -3109433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -3109433.250000 Penalty: 2097.777832
	Iteration 86Q: 3 clusters Score -3109433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -3109435.500000 Penalty: 2097.777832
	Iteration 87Q: 3 clusters Score -3109436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -3109435.500000 Penalty: 2097.777832
	Iteration 88Q: 3 clusters Score -3109436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -3109435.500000 Penalty: 2097.777832
	Iteration 89F: 3 clusters Score -3109436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -161592.812500 Penalty: 769.774475
	Iteration 0F: 2 clusters Score -161592.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -159068.046875 Penalty: 1539.548950
	Iteration 0F: 3 clusters Score -159068 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -159844.906250 Penalty: 1539.548950
	Iteration 1F: 3 clusters Score -159844.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -160012.718750 Penalty: 1539.548950
	Iteration 2F: 3 clusters Score -160012.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -160210.687500 Penalty: 1539.548950
	Iteration 3F: 3 clusters Score -160210.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -160460.062500 Penalty: 1539.548950
	Iteration 4F: 3 clusters Score -160460.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -160763.031250 Penalty: 1539.548950
	Iteration 5F: 3 clusters Score -160763 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161032.515625 Penalty: 1539.548950
	Iteration 6F: 3 clusters Score -161032.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161226.687500 Penalty: 1539.548950
	Iteration 7F: 3 clusters Score -161226.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -161343.500000 Penalty: 1539.548950
	Iteration 8Q: 3 clusters Score -161343.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -161381.062500 Penalty: 1539.548950
	Iteration 9Q: 3 clusters Score -161381.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -161405.546875 Penalty: 1539.548950
	Iteration 10Q: 3 clusters Score -161405.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161415.687500 Penalty: 1539.548950
	Iteration 11Q: 3 clusters Score -161415.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -161420.828125 Penalty: 1539.548950
	Iteration 12Q: 3 clusters Score -161420.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161424.140625 Penalty: 1539.548950
	Iteration 13Q: 3 clusters Score -161424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -161428.687500 Penalty: 1539.548950
	Iteration 14Q: 3 clusters Score -161428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161430.234375 Penalty: 1539.548950
	Iteration 15Q: 3 clusters Score -161430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -161430.546875 Penalty: 1539.548950
	Iteration 16Q: 3 clusters Score -161430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -161431.328125 Penalty: 1539.548950
	Iteration 17Q: 3 clusters Score -161431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -161431.421875 Penalty: 1539.548950
	Iteration 18Q: 3 clusters Score -161431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161431.781250 Penalty: 1539.548950
	Iteration 19Q: 3 clusters Score -161431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161431.953125 Penalty: 1539.548950
	Iteration 20F: 3 clusters Score -161432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161432.156250 Penalty: 1539.548950
	Iteration 21Q: 3 clusters Score -161432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161433.375000 Penalty: 1539.548950
	Iteration 22Q: 3 clusters Score -161433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161433.375000 Penalty: 1539.548950
	Iteration 23F: 3 clusters Score -161433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Entering Unmasked Estep 
Score: -228684.000000 Penalty: 793.313293
	Iteration 0F: 2 clusters Score -228684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -225561.593750 Penalty: 1586.626587
	Iteration 0F: 3 clusters Score -225561.6 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -226511.859375 Penalty: 1586.626587
	Iteration 1F: 3 clusters Score -226511.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -226640.531250 Penalty: 1586.626587
	Iteration 2F: 3 clusters Score -226640.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -226732.562500 Penalty: 1586.626587
	Iteration 3F: 3 clusters Score -226732.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -226799.312500 Penalty: 1586.626587
	Iteration 4Q: 3 clusters Score -226799.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -226873.437500 Penalty: 1586.626587
	Iteration 5Q: 3 clusters Score -226873.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -226949.531250 Penalty: 1586.626587
	Iteration 6Q: 3 clusters Score -226949.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -227082.093750 Penalty: 1586.626587
	Iteration 7Q: 3 clusters Score -227082.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -227256.281250 Penalty: 1586.626587
	Iteration 8F: 3 clusters Score -227256.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -227469.953125 Penalty: 1586.626587
	Iteration 9F: 3 clusters Score -227470 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -227720.125000 Penalty: 1586.626587
	Iteration 10F: 3 clusters Score -227720.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -227919.359375 Penalty: 1586.626587
	Iteration 11F: 3 clusters Score -227919.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -228063.781250 Penalty: 1586.626587
	Iteration 12Q: 3 clusters Score -228063.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -228141.421875 Penalty: 1586.626587
	Iteration 13Q: 3 clusters Score -228141.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -228191.281250 Penalty: 1586.626587
	Iteration 14Q: 3 clusters Score -228191.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -228228.125000 Penalty: 1586.626587
	Iteration 15Q: 3 clusters Score -228228.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -228250.640625 Penalty: 1586.626587
	Iteration 16Q: 3 clusters Score -228250.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -228264.203125 Penalty: 1586.626587
	Iteration 17Q: 3 clusters Score -228264.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -228270.953125 Penalty: 1586.626587
	Iteration 18Q: 3 clusters Score -228271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -228276.515625 Penalty: 1586.626587
	Iteration 19Q: 3 clusters Score -228276.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -228280.562500 Penalty: 1586.626587
	Iteration 20F: 3 clusters Score -228280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -228281.890625 Penalty: 1586.626587
	Iteration 21Q: 3 clusters Score -228281.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -228282.718750 Penalty: 1586.626587
	Iteration 22Q: 3 clusters Score -228282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -228283.625000 Penalty: 1586.626587
	Iteration 23Q: 3 clusters Score -228283.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -228284.250000 Penalty: 1586.626587
	Iteration 24Q: 3 clusters Score -228284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -228285.578125 Penalty: 1586.626587
	Iteration 25Q: 3 clusters Score -228285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -228286.328125 Penalty: 1586.626587
	Iteration 26Q: 3 clusters Score -228286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -228286.609375 Penalty: 1586.626587
	Iteration 27Q: 3 clusters Score -228286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -228287.281250 Penalty: 1586.626587
	Iteration 28Q: 3 clusters Score -228287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -228287.281250 Penalty: 1586.626587
	Iteration 29F: 3 clusters Score -228287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -152584.859375 Penalty: 762.765198
	Iteration 0F: 2 clusters Score -152584.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -150256.546875 Penalty: 1525.530396
	Iteration 0F: 3 clusters Score -150256.5 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -150934.156250 Penalty: 1525.530396
	Iteration 1F: 3 clusters Score -150934.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -151036.593750 Penalty: 1525.530396
	Iteration 2F: 3 clusters Score -151036.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -151114.562500 Penalty: 1525.530396
	Iteration 3Q: 3 clusters Score -151114.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -151177.734375 Penalty: 1525.530396
	Iteration 4Q: 3 clusters Score -151177.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -151229.156250 Penalty: 1525.530396
	Iteration 5Q: 3 clusters Score -151229.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -151285.296875 Penalty: 1525.530396
	Iteration 6Q: 3 clusters Score -151285.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -151359.828125 Penalty: 1525.530396
	Iteration 7Q: 3 clusters Score -151359.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -151435.734375 Penalty: 1525.530396
	Iteration 8Q: 3 clusters Score -151435.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -151497.875000 Penalty: 1525.530396
	Iteration 9Q: 3 clusters Score -151497.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -151557.875000 Penalty: 1525.530396
	Iteration 10Q: 3 clusters Score -151557.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -151611.515625 Penalty: 1525.530396
	Iteration 11Q: 3 clusters Score -151611.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -151650.968750 Penalty: 1525.530396
	Iteration 12Q: 3 clusters Score -151651 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -151691.812500 Penalty: 1525.530396
	Iteration 13Q: 3 clusters Score -151691.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -151713.281250 Penalty: 1525.530396
	Iteration 14Q: 3 clusters Score -151713.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -151736.312500 Penalty: 1525.530396
	Iteration 15Q: 3 clusters Score -151736.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -151766.921875 Penalty: 1525.530396
	Iteration 16Q: 3 clusters Score -151766.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -151790.656250 Penalty: 1525.530396
	Iteration 17Q: 3 clusters Score -151790.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -151814.328125 Penalty: 1525.530396
	Iteration 18Q: 3 clusters Score -151814.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -151836.671875 Penalty: 1525.530396
	Iteration 19Q: 3 clusters Score -151836.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -151851.812500 Penalty: 1525.530396
	Iteration 20F: 3 clusters Score -151851.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -151863.718750 Penalty: 1525.530396
	Iteration 21Q: 3 clusters Score -151863.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -151873.265625 Penalty: 1525.530396
	Iteration 22Q: 3 clusters Score -151873.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -151880.484375 Penalty: 1525.530396
	Iteration 23Q: 3 clusters Score -151880.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151887.343750 Penalty: 1525.530396
	Iteration 24Q: 3 clusters Score -151887.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -151899.203125 Penalty: 1525.530396
	Iteration 25Q: 3 clusters Score -151899.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -151913.640625 Penalty: 1525.530396
	Iteration 26Q: 3 clusters Score -151913.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -151927.703125 Penalty: 1525.530396
	Iteration 27Q: 3 clusters Score -151927.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -151935.656250 Penalty: 1525.530396
	Iteration 28Q: 3 clusters Score -151935.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151941.984375 Penalty: 1525.530396
	Iteration 29Q: 3 clusters Score -151942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -151950.546875 Penalty: 1525.530396
	Iteration 30Q: 3 clusters Score -151950.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -151957.109375 Penalty: 1525.530396
	Iteration 31Q: 3 clusters Score -151957.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151966.000000 Penalty: 1525.530396
	Iteration 32Q: 3 clusters Score -151966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151975.937500 Penalty: 1525.530396
	Iteration 33Q: 3 clusters Score -151975.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -151982.546875 Penalty: 1525.530396
	Iteration 34Q: 3 clusters Score -151982.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -151990.984375 Penalty: 1525.530396
	Iteration 35Q: 3 clusters Score -151991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -151996.609375 Penalty: 1525.530396
	Iteration 36Q: 3 clusters Score -151996.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -152003.109375 Penalty: 1525.530396
	Iteration 37Q: 3 clusters Score -152003.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -152010.453125 Penalty: 1525.530396
	Iteration 38Q: 3 clusters Score -152010.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -152016.546875 Penalty: 1525.530396
	Iteration 39Q: 3 clusters Score -152016.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -152022.765625 Penalty: 1525.530396
	Iteration 40F: 3 clusters Score -152022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -152030.312500 Penalty: 1525.530396
	Iteration 41Q: 3 clusters Score -152030.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -152039.093750 Penalty: 1525.530396
	Iteration 42Q: 3 clusters Score -152039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -152042.734375 Penalty: 1525.530396
	Iteration 43Q: 3 clusters Score -152042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -152046.281250 Penalty: 1525.530396
	Iteration 44Q: 3 clusters Score -152046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -152047.109375 Penalty: 1525.530396
	Iteration 45Q: 3 clusters Score -152047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -152047.703125 Penalty: 1525.530396
	Iteration 46Q: 3 clusters Score -152047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -152047.593750 Penalty: 1525.530396
	Iteration 47Q: 3 clusters Score -152047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -152048.171875 Penalty: 1525.530396
	Iteration 48Q: 3 clusters Score -152048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -152048.187500 Penalty: 1525.530396
	Iteration 49Q: 3 clusters Score -152048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -152048.937500 Penalty: 1525.530396
	Iteration 50Q: 3 clusters Score -152048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -152048.937500 Penalty: 1525.530396
	Iteration 51F: 3 clusters Score -152048.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Entering Unmasked Estep 
Score: -1941691.500000 Penalty: 990.477966
	Iteration 0F: 2 clusters Score -1941692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1919198.875000 Penalty: 1980.955933
	Iteration 0F: 3 clusters Score -1919199 nChanged 15890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1928722.250000 Penalty: 1980.955933
	Iteration 1F: 3 clusters Score -1928722 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1929807.750000 Penalty: 1980.955933
	Iteration 2F: 3 clusters Score -1929808 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -1931365.875000 Penalty: 1980.955933
	Iteration 3F: 3 clusters Score -1931366 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1933271.750000 Penalty: 1980.955933
	Iteration 4F: 3 clusters Score -1933272 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -1935139.375000 Penalty: 1980.955933
	Iteration 5F: 3 clusters Score -1935139 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -1936736.125000 Penalty: 1980.955933
	Iteration 6F: 3 clusters Score -1936736 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -1938068.875000 Penalty: 1980.955933
	Iteration 7F: 3 clusters Score -1938069 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -1939052.750000 Penalty: 1980.955933
	Iteration 8Q: 3 clusters Score -1939053 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -1939865.500000 Penalty: 1980.955933
	Iteration 9Q: 3 clusters Score -1939866 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -1940538.375000 Penalty: 1980.955933
	Iteration 10Q: 3 clusters Score -1940538 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -1941132.750000 Penalty: 1980.955933
	Iteration 11Q: 3 clusters Score -1941133 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -1941360.250000 Penalty: 1980.955933
	Iteration 12Q: 3 clusters Score -1941360 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -1941421.500000 Penalty: 1980.955933
	Iteration 13Q: 3 clusters Score -1941422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -1941454.625000 Penalty: 1980.955933
	Iteration 14Q: 3 clusters Score -1941455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -1941471.500000 Penalty: 1980.955933
	Iteration 15Q: 3 clusters Score -1941472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -1941489.625000 Penalty: 1980.955933
	Iteration 16Q: 3 clusters Score -1941490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -1941493.125000 Penalty: 1980.955933
	Iteration 17Q: 3 clusters Score -1941493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -1941496.000000 Penalty: 1980.955933
	Iteration 18Q: 3 clusters Score -1941496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -1941497.375000 Penalty: 1980.955933
	Iteration 19Q: 3 clusters Score -1941497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -1941503.375000 Penalty: 1980.955933
	Iteration 20F: 3 clusters Score -1941503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -1941502.875000 Penalty: 1980.955933
	Iteration 21Q: 3 clusters Score -1941503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -1941503.875000 Penalty: 1980.955933
	Iteration 22Q: 3 clusters Score -1941504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -1941505.000000 Penalty: 1980.955933
	Iteration 23Q: 3 clusters Score -1941505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -1941507.500000 Penalty: 1980.955933
	Iteration 24Q: 3 clusters Score -1941508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -1941508.500000 Penalty: 1980.955933
	Iteration 25Q: 3 clusters Score -1941508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -1941511.875000 Penalty: 1980.955933
	Iteration 26Q: 3 clusters Score -1941512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -1941512.125000 Penalty: 1980.955933
	Iteration 27Q: 3 clusters Score -1941512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -1941512.125000 Penalty: 1980.955933
	Iteration 28F: 3 clusters Score -1941512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Entering Unmasked Estep 
Score: -312400.531250 Penalty: 820.440918
	Iteration 0F: 2 clusters Score -312400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -308331.531250 Penalty: 1640.881836
	Iteration 0F: 3 clusters Score -308331.5 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -309764.625000 Penalty: 1640.881836
	Iteration 1F: 3 clusters Score -309764.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -309975.531250 Penalty: 1640.881836
	Iteration 2F: 3 clusters Score -309975.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -310168.375000 Penalty: 1640.881836
	Iteration 3F: 3 clusters Score -310168.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -310361.156250 Penalty: 1640.881836
	Iteration 4F: 3 clusters Score -310361.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -310541.250000 Penalty: 1640.881836
	Iteration 5F: 3 clusters Score -310541.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -310707.750000 Penalty: 1640.881836
	Iteration 6F: 3 clusters Score -310707.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -310840.312500 Penalty: 1640.881836
	Iteration 7Q: 3 clusters Score -310840.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -310951.750000 Penalty: 1640.881836
	Iteration 8Q: 3 clusters Score -310951.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -311055.875000 Penalty: 1640.881836
	Iteration 9Q: 3 clusters Score -311055.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -311145.812500 Penalty: 1640.881836
	Iteration 10Q: 3 clusters Score -311145.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -311237.593750 Penalty: 1640.881836
	Iteration 11Q: 3 clusters Score -311237.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -311352.281250 Penalty: 1640.881836
	Iteration 12Q: 3 clusters Score -311352.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -311448.781250 Penalty: 1640.881836
	Iteration 13Q: 3 clusters Score -311448.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -311501.500000 Penalty: 1640.881836
	Iteration 14Q: 3 clusters Score -311501.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -311531.312500 Penalty: 1640.881836
	Iteration 15Q: 3 clusters Score -311531.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -311566.562500 Penalty: 1640.881836
	Iteration 16Q: 3 clusters Score -311566.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -311595.812500 Penalty: 1640.881836
	Iteration 17Q: 3 clusters Score -311595.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -311615.500000 Penalty: 1640.881836
	Iteration 18Q: 3 clusters Score -311615.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -311633.937500 Penalty: 1640.881836
	Iteration 19Q: 3 clusters Score -311633.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -311645.906250 Penalty: 1640.881836
	Iteration 20F: 3 clusters Score -311645.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -311650.593750 Penalty: 1640.881836
	Iteration 21Q: 3 clusters Score -311650.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -311655.906250 Penalty: 1640.881836
	Iteration 22Q: 3 clusters Score -311655.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -311660.187500 Penalty: 1640.881836
	Iteration 23Q: 3 clusters Score -311660.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -311664.500000 Penalty: 1640.881836
	Iteration 24Q: 3 clusters Score -311664.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -311669.500000 Penalty: 1640.881836
	Iteration 25Q: 3 clusters Score -311669.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -311673.250000 Penalty: 1640.881836
	Iteration 26Q: 3 clusters Score -311673.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -311680.312500 Penalty: 1640.881836
	Iteration 27Q: 3 clusters Score -311680.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -311688.250000 Penalty: 1640.881836
	Iteration 28Q: 3 clusters Score -311688.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -311692.531250 Penalty: 1640.881836
	Iteration 29Q: 3 clusters Score -311692.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -311699.218750 Penalty: 1640.881836
	Iteration 30Q: 3 clusters Score -311699.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -311707.281250 Penalty: 1640.881836
	Iteration 31Q: 3 clusters Score -311707.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -311716.812500 Penalty: 1640.881836
	Iteration 32Q: 3 clusters Score -311716.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -311725.968750 Penalty: 1640.881836
	Iteration 33Q: 3 clusters Score -311726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -311734.562500 Penalty: 1640.881836
	Iteration 34Q: 3 clusters Score -311734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -311741.281250 Penalty: 1640.881836
	Iteration 35Q: 3 clusters Score -311741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -311748.437500 Penalty: 1640.881836
	Iteration 36Q: 3 clusters Score -311748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -311751.625000 Penalty: 1640.881836
	Iteration 37Q: 3 clusters Score -311751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -311752.343750 Penalty: 1640.881836
	Iteration 38Q: 3 clusters Score -311752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -311754.187500 Penalty: 1640.881836
	Iteration 39Q: 3 clusters Score -311754.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -311755.750000 Penalty: 1640.881836
	Iteration 40F: 3 clusters Score -311755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -311759.937500 Penalty: 1640.881836
	Iteration 41Q: 3 clusters Score -311759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -311763.656250 Penalty: 1640.881836
	Iteration 42Q: 3 clusters Score -311763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -311766.875000 Penalty: 1640.881836
	Iteration 43Q: 3 clusters Score -311766.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -311769.906250 Penalty: 1640.881836
	Iteration 44Q: 3 clusters Score -311769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -311772.656250 Penalty: 1640.881836
	Iteration 45Q: 3 clusters Score -311772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -311773.000000 Penalty: 1640.881836
	Iteration 46Q: 3 clusters Score -311773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -311773.250000 Penalty: 1640.881836
	Iteration 47Q: 3 clusters Score -311773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -311776.062500 Penalty: 1640.881836
	Iteration 48Q: 3 clusters Score -311776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -311776.718750 Penalty: 1640.881836
	Iteration 49Q: 3 clusters Score -311776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -311776.906250 Penalty: 1640.881836
	Iteration 50Q: 3 clusters Score -311776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -311777.531250 Penalty: 1640.881836
	Iteration 51Q: 3 clusters Score -311777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -311778.500000 Penalty: 1640.881836
	Iteration 52Q: 3 clusters Score -311778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -311778.500000 Penalty: 1640.881836
	Iteration 53F: 3 clusters Score -311778.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Entering Unmasked Estep 
Score: -740831.125000 Penalty: 905.793457
	Iteration 0F: 2 clusters Score -740831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -731597.375000 Penalty: 1811.586914
	Iteration 0F: 3 clusters Score -731597.4 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -735088.812500 Penalty: 1811.586914
	Iteration 1F: 3 clusters Score -735088.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -735526.625000 Penalty: 1811.586914
	Iteration 2F: 3 clusters Score -735526.6 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -736118.937500 Penalty: 1811.586914
	Iteration 3F: 3 clusters Score -736118.9 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -736860.000000 Penalty: 1811.586914
	Iteration 4F: 3 clusters Score -736860 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -737623.062500 Penalty: 1811.586914
	Iteration 5F: 3 clusters Score -737623.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -738261.375000 Penalty: 1811.586914
	Iteration 6F: 3 clusters Score -738261.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -738796.125000 Penalty: 1811.586914
	Iteration 7Q: 3 clusters Score -738796.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -739254.062500 Penalty: 1811.586914
	Iteration 8Q: 3 clusters Score -739254.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -739607.125000 Penalty: 1811.586914
	Iteration 9Q: 3 clusters Score -739607.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -739835.937500 Penalty: 1811.586914
	Iteration 10Q: 3 clusters Score -739835.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -739953.750000 Penalty: 1811.586914
	Iteration 11Q: 3 clusters Score -739953.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -740009.875000 Penalty: 1811.586914
	Iteration 12Q: 3 clusters Score -740009.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -740046.250000 Penalty: 1811.586914
	Iteration 13Q: 3 clusters Score -740046.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -740074.625000 Penalty: 1811.586914
	Iteration 14Q: 3 clusters Score -740074.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -740092.312500 Penalty: 1811.586914
	Iteration 15Q: 3 clusters Score -740092.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -740101.375000 Penalty: 1811.586914
	Iteration 16Q: 3 clusters Score -740101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -740110.625000 Penalty: 1811.586914
	Iteration 17Q: 3 clusters Score -740110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -740116.062500 Penalty: 1811.586914
	Iteration 18Q: 3 clusters Score -740116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -740115.500000 Penalty: 1811.586914
	Iteration 19Q: 3 clusters Score -740115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -740116.562500 Penalty: 1811.586914
	Iteration 20F: 3 clusters Score -740116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82616 members 
Entering Unmasked Estep 
Score: -4477003.500000 Penalty: 1075.586060
	Iteration 0F: 2 clusters Score -4477004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -4421798.500000 Penalty: 2151.172119
	Iteration 0F: 3 clusters Score -4421798 nChanged 39633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4446039.500000 Penalty: 2151.172119
	Iteration 1F: 3 clusters Score -4446040 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -4448555.500000 Penalty: 2151.172119
	Iteration 2F: 3 clusters Score -4448556 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4451532.000000 Penalty: 2151.172119
	Iteration 3F: 3 clusters Score -4451532 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4454608.000000 Penalty: 2151.172119
	Iteration 4F: 3 clusters Score -4454608 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4457359.500000 Penalty: 2151.172119
	Iteration 5F: 3 clusters Score -4457360 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -4459300.500000 Penalty: 2151.172119
	Iteration 6F: 3 clusters Score -4459300 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -4460569.500000 Penalty: 2151.172119
	Iteration 7Q: 3 clusters Score -4460570 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -4461376.500000 Penalty: 2151.172119
	Iteration 8Q: 3 clusters Score -4461376 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -4461957.000000 Penalty: 2151.172119
	Iteration 9Q: 3 clusters Score -4461957 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -4462456.500000 Penalty: 2151.172119
	Iteration 10Q: 3 clusters Score -4462456 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4463064.500000 Penalty: 2151.172119
	Iteration 11Q: 3 clusters Score -4463064 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4463782.000000 Penalty: 2151.172119
	Iteration 12Q: 3 clusters Score -4463782 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4464606.000000 Penalty: 2151.172119
	Iteration 13Q: 3 clusters Score -4464606 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4465708.000000 Penalty: 2151.172119
	Iteration 14Q: 3 clusters Score -4465708 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -4467089.500000 Penalty: 2151.172119
	Iteration 15Q: 3 clusters Score -4467090 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71438 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4468656.500000 Penalty: 2151.172119
	Iteration 16Q: 3 clusters Score -4468656 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4470302.000000 Penalty: 2151.172119
	Iteration 17Q: 3 clusters Score -4470302 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -4471859.500000 Penalty: 2151.172119
	Iteration 18Q: 3 clusters Score -4471860 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78395 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4473254.000000 Penalty: 2151.172119
	Iteration 19Q: 3 clusters Score -4473254 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4474223.000000 Penalty: 2151.172119
	Iteration 20F: 3 clusters Score -4474223 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4474906.000000 Penalty: 2151.172119
	Iteration 21Q: 3 clusters Score -4474906 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4475376.000000 Penalty: 2151.172119
	Iteration 22Q: 3 clusters Score -4475376 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4475619.000000 Penalty: 2151.172119
	Iteration 23Q: 3 clusters Score -4475619 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4475771.500000 Penalty: 2151.172119
	Iteration 24Q: 3 clusters Score -4475772 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4475884.000000 Penalty: 2151.172119
	Iteration 25Q: 3 clusters Score -4475884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4475931.000000 Penalty: 2151.172119
	Iteration 26Q: 3 clusters Score -4475931 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4475970.500000 Penalty: 2151.172119
	Iteration 27Q: 3 clusters Score -4475970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4476004.000000 Penalty: 2151.172119
	Iteration 28Q: 3 clusters Score -4476004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4476031.000000 Penalty: 2151.172119
	Iteration 29Q: 3 clusters Score -4476031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82378 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4476038.500000 Penalty: 2151.172119
	Iteration 30Q: 3 clusters Score -4476038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4476058.000000 Penalty: 2151.172119
	Iteration 31Q: 3 clusters Score -4476058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4476064.500000 Penalty: 2151.172119
	Iteration 32Q: 3 clusters Score -4476064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4476071.000000 Penalty: 2151.172119
	Iteration 33Q: 3 clusters Score -4476071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4476074.000000 Penalty: 2151.172119
	Iteration 34Q: 3 clusters Score -4476074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4476073.500000 Penalty: 2151.172119
	Iteration 35Q: 3 clusters Score -4476074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4476073.500000 Penalty: 2151.172119
	Iteration 36Q: 3 clusters Score -4476074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4476073.500000 Penalty: 2151.172119
	Iteration 37Q: 3 clusters Score -4476074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4476075.000000 Penalty: 2151.172119
	Iteration 38Q: 3 clusters Score -4476075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4476075.000000 Penalty: 2151.172119
	Iteration 39F: 3 clusters Score -4476075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Entering Unmasked Estep 
Score: -467937.281250 Penalty: 879.109436
	Iteration 0F: 2 clusters Score -467937.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -460858.343750 Penalty: 1758.218872
	Iteration 0F: 3 clusters Score -460858.3 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -463599.687500 Penalty: 1758.218872
	Iteration 1F: 3 clusters Score -463599.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -464100.500000 Penalty: 1758.218872
	Iteration 2F: 3 clusters Score -464100.5 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -464785.906250 Penalty: 1758.218872
	Iteration 3F: 3 clusters Score -464785.9 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -465550.250000 Penalty: 1758.218872
	Iteration 4F: 3 clusters Score -465550.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -466268.968750 Penalty: 1758.218872
	Iteration 5F: 3 clusters Score -466269 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -466869.218750 Penalty: 1758.218872
	Iteration 6F: 3 clusters Score -466869.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -467275.562500 Penalty: 1758.218872
	Iteration 7Q: 3 clusters Score -467275.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -467528.750000 Penalty: 1758.218872
	Iteration 8Q: 3 clusters Score -467528.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -467692.281250 Penalty: 1758.218872
	Iteration 9Q: 3 clusters Score -467692.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -467785.468750 Penalty: 1758.218872
	Iteration 10Q: 3 clusters Score -467785.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -467835.312500 Penalty: 1758.218872
	Iteration 11Q: 3 clusters Score -467835.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -467873.156250 Penalty: 1758.218872
	Iteration 12Q: 3 clusters Score -467873.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -467893.531250 Penalty: 1758.218872
	Iteration 13Q: 3 clusters Score -467893.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -467907.718750 Penalty: 1758.218872
	Iteration 14Q: 3 clusters Score -467907.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -467912.125000 Penalty: 1758.218872
	Iteration 15Q: 3 clusters Score -467912.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -467915.562500 Penalty: 1758.218872
	Iteration 16Q: 3 clusters Score -467915.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -467918.187500 Penalty: 1758.218872
	Iteration 17Q: 3 clusters Score -467918.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -467921.343750 Penalty: 1758.218872
	Iteration 18Q: 3 clusters Score -467921.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -467923.593750 Penalty: 1758.218872
	Iteration 19Q: 3 clusters Score -467923.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -467924.687500 Penalty: 1758.218872
	Iteration 20F: 3 clusters Score -467924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -467926.093750 Penalty: 1758.218872
	Iteration 21Q: 3 clusters Score -467926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -467929.593750 Penalty: 1758.218872
	Iteration 22Q: 3 clusters Score -467929.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -467930.531250 Penalty: 1758.218872
	Iteration 23Q: 3 clusters Score -467930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -467932.062500 Penalty: 1758.218872
	Iteration 24Q: 3 clusters Score -467932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -467932.750000 Penalty: 1758.218872
	Iteration 25Q: 3 clusters Score -467932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -467933.218750 Penalty: 1758.218872
	Iteration 26Q: 3 clusters Score -467933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -467933.125000 Penalty: 1758.218872
	Iteration 27Q: 3 clusters Score -467933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -467933.125000 Penalty: 1758.218872
	Iteration 28F: 3 clusters Score -467933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Entering Unmasked Estep 
Score: -849204.562500 Penalty: 912.578674
	Iteration 0F: 2 clusters Score -849204.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -839263.812500 Penalty: 1825.157349
	Iteration 0F: 3 clusters Score -839263.8 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -843238.875000 Penalty: 1825.157349
	Iteration 1F: 3 clusters Score -843238.9 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -843869.750000 Penalty: 1825.157349
	Iteration 2F: 3 clusters Score -843869.8 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -844629.000000 Penalty: 1825.157349
	Iteration 3F: 3 clusters Score -844629 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -845370.937500 Penalty: 1825.157349
	Iteration 4F: 3 clusters Score -845370.9 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -846003.687500 Penalty: 1825.157349
	Iteration 5F: 3 clusters Score -846003.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -846494.312500 Penalty: 1825.157349
	Iteration 6F: 3 clusters Score -846494.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -846891.812500 Penalty: 1825.157349
	Iteration 7Q: 3 clusters Score -846891.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -847223.000000 Penalty: 1825.157349
	Iteration 8Q: 3 clusters Score -847223 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -847498.125000 Penalty: 1825.157349
	Iteration 9Q: 3 clusters Score -847498.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -847721.375000 Penalty: 1825.157349
	Iteration 10Q: 3 clusters Score -847721.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -847887.562500 Penalty: 1825.157349
	Iteration 11Q: 3 clusters Score -847887.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -848032.625000 Penalty: 1825.157349
	Iteration 12Q: 3 clusters Score -848032.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -848148.812500 Penalty: 1825.157349
	Iteration 13Q: 3 clusters Score -848148.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -848231.562500 Penalty: 1825.157349
	Iteration 14Q: 3 clusters Score -848231.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -848283.875000 Penalty: 1825.157349
	Iteration 15Q: 3 clusters Score -848283.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -848315.437500 Penalty: 1825.157349
	Iteration 16Q: 3 clusters Score -848315.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -848349.937500 Penalty: 1825.157349
	Iteration 17Q: 3 clusters Score -848349.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -848377.312500 Penalty: 1825.157349
	Iteration 18Q: 3 clusters Score -848377.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -848393.187500 Penalty: 1825.157349
	Iteration 19Q: 3 clusters Score -848393.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -848397.937500 Penalty: 1825.157349
	Iteration 20F: 3 clusters Score -848397.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -848403.250000 Penalty: 1825.157349
	Iteration 21Q: 3 clusters Score -848403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -848411.812500 Penalty: 1825.157349
	Iteration 22Q: 3 clusters Score -848411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -848415.687500 Penalty: 1825.157349
	Iteration 23Q: 3 clusters Score -848415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -848421.687500 Penalty: 1825.157349
	Iteration 24Q: 3 clusters Score -848421.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -848426.000000 Penalty: 1825.157349
	Iteration 25Q: 3 clusters Score -848426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -848427.625000 Penalty: 1825.157349
	Iteration 26Q: 3 clusters Score -848427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -848428.875000 Penalty: 1825.157349
	Iteration 27Q: 3 clusters Score -848428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -848429.937500 Penalty: 1825.157349
	Iteration 28Q: 3 clusters Score -848429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -848436.750000 Penalty: 1825.157349
	Iteration 29Q: 3 clusters Score -848436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -848438.062500 Penalty: 1825.157349
	Iteration 30Q: 3 clusters Score -848438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -848440.562500 Penalty: 1825.157349
	Iteration 31Q: 3 clusters Score -848440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -848442.625000 Penalty: 1825.157349
	Iteration 32Q: 3 clusters Score -848442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -848444.687500 Penalty: 1825.157349
	Iteration 33Q: 3 clusters Score -848444.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -848447.562500 Penalty: 1825.157349
	Iteration 34Q: 3 clusters Score -848447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -848451.750000 Penalty: 1825.157349
	Iteration 35Q: 3 clusters Score -848451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -848452.187500 Penalty: 1825.157349
	Iteration 36Q: 3 clusters Score -848452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -848454.687500 Penalty: 1825.157349
	Iteration 37Q: 3 clusters Score -848454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -848454.812500 Penalty: 1825.157349
	Iteration 38Q: 3 clusters Score -848454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -848457.187500 Penalty: 1825.157349
	Iteration 39Q: 3 clusters Score -848457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -848459.312500 Penalty: 1825.157349
	Iteration 40F: 3 clusters Score -848459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -848459.687500 Penalty: 1825.157349
	Iteration 41Q: 3 clusters Score -848459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -848460.562500 Penalty: 1825.157349
	Iteration 42Q: 3 clusters Score -848460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -848461.000000 Penalty: 1825.157349
	Iteration 43Q: 3 clusters Score -848461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -848461.000000 Penalty: 1825.157349
	Iteration 44F: 3 clusters Score -848461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -153066.546875 Penalty: 754.861389
	Iteration 0F: 2 clusters Score -153066.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -150849.828125 Penalty: 1509.722778
	Iteration 0F: 3 clusters Score -150849.8 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -151501.531250 Penalty: 1509.722778
	Iteration 1F: 3 clusters Score -151501.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -151680.875000 Penalty: 1509.722778
	Iteration 2F: 3 clusters Score -151680.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -151900.843750 Penalty: 1509.722778
	Iteration 3F: 3 clusters Score -151900.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -152147.671875 Penalty: 1509.722778
	Iteration 4F: 3 clusters Score -152147.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -152307.343750 Penalty: 1509.722778
	Iteration 5F: 3 clusters Score -152307.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -152415.703125 Penalty: 1509.722778
	Iteration 6Q: 3 clusters Score -152415.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -152478.343750 Penalty: 1509.722778
	Iteration 7Q: 3 clusters Score -152478.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -152511.640625 Penalty: 1509.722778
	Iteration 8Q: 3 clusters Score -152511.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -152531.843750 Penalty: 1509.722778
	Iteration 9Q: 3 clusters Score -152531.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -152544.593750 Penalty: 1509.722778
	Iteration 10Q: 3 clusters Score -152544.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -152552.109375 Penalty: 1509.722778
	Iteration 11Q: 3 clusters Score -152552.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -152561.296875 Penalty: 1509.722778
	Iteration 12Q: 3 clusters Score -152561.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -152567.421875 Penalty: 1509.722778
	Iteration 13Q: 3 clusters Score -152567.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -152573.281250 Penalty: 1509.722778
	Iteration 14Q: 3 clusters Score -152573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -152578.000000 Penalty: 1509.722778
	Iteration 15Q: 3 clusters Score -152578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -152581.218750 Penalty: 1509.722778
	Iteration 16Q: 3 clusters Score -152581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -152583.562500 Penalty: 1509.722778
	Iteration 17Q: 3 clusters Score -152583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -152585.140625 Penalty: 1509.722778
	Iteration 18Q: 3 clusters Score -152585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -152585.875000 Penalty: 1509.722778
	Iteration 19Q: 3 clusters Score -152585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -152586.140625 Penalty: 1509.722778
	Iteration 20F: 3 clusters Score -152586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -261969.609375 Penalty: 817.198181
	Iteration 0F: 2 clusters Score -261969.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -258120.296875 Penalty: 1634.396362
	Iteration 0F: 3 clusters Score -258120.3 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -259612.921875 Penalty: 1634.396362
	Iteration 1F: 3 clusters Score -259612.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -259927.281250 Penalty: 1634.396362
	Iteration 2F: 3 clusters Score -259927.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -260292.671875 Penalty: 1634.396362
	Iteration 3F: 3 clusters Score -260292.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -260629.500000 Penalty: 1634.396362
	Iteration 4F: 3 clusters Score -260629.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -260890.562500 Penalty: 1634.396362
	Iteration 5F: 3 clusters Score -260890.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -261135.671875 Penalty: 1634.396362
	Iteration 6F: 3 clusters Score -261135.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -261334.625000 Penalty: 1634.396362
	Iteration 7Q: 3 clusters Score -261334.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -261494.265625 Penalty: 1634.396362
	Iteration 8Q: 3 clusters Score -261494.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -261606.984375 Penalty: 1634.396362
	Iteration 9Q: 3 clusters Score -261607 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -261671.375000 Penalty: 1634.396362
	Iteration 10Q: 3 clusters Score -261671.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -261698.937500 Penalty: 1634.396362
	Iteration 11Q: 3 clusters Score -261698.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -261714.937500 Penalty: 1634.396362
	Iteration 12Q: 3 clusters Score -261714.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -261724.593750 Penalty: 1634.396362
	Iteration 13Q: 3 clusters Score -261724.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -261735.500000 Penalty: 1634.396362
	Iteration 14Q: 3 clusters Score -261735.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -261741.281250 Penalty: 1634.396362
	Iteration 15Q: 3 clusters Score -261741.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -261746.265625 Penalty: 1634.396362
	Iteration 16Q: 3 clusters Score -261746.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -261749.531250 Penalty: 1634.396362
	Iteration 17Q: 3 clusters Score -261749.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -261751.890625 Penalty: 1634.396362
	Iteration 18Q: 3 clusters Score -261751.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -261753.921875 Penalty: 1634.396362
	Iteration 19Q: 3 clusters Score -261753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -261754.843750 Penalty: 1634.396362
	Iteration 20F: 3 clusters Score -261754.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -261756.031250 Penalty: 1634.396362
	Iteration 21Q: 3 clusters Score -261756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -261758.390625 Penalty: 1634.396362
	Iteration 22Q: 3 clusters Score -261758.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -261760.265625 Penalty: 1634.396362
	Iteration 23Q: 3 clusters Score -261760.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -261761.968750 Penalty: 1634.396362
	Iteration 24Q: 3 clusters Score -261762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -261762.765625 Penalty: 1634.396362
	Iteration 25Q: 3 clusters Score -261762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -261763.578125 Penalty: 1634.396362
	Iteration 26Q: 3 clusters Score -261763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -261764.375000 Penalty: 1634.396362
	Iteration 27Q: 3 clusters Score -261764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -261764.781250 Penalty: 1634.396362
	Iteration 28Q: 3 clusters Score -261764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -261765.265625 Penalty: 1634.396362
	Iteration 29Q: 3 clusters Score -261765.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -261766.828125 Penalty: 1634.396362
	Iteration 30Q: 3 clusters Score -261766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -261768.750000 Penalty: 1634.396362
	Iteration 31Q: 3 clusters Score -261768.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -261770.734375 Penalty: 1634.396362
	Iteration 32Q: 3 clusters Score -261770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -261772.250000 Penalty: 1634.396362
	Iteration 33Q: 3 clusters Score -261772.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -261775.062500 Penalty: 1634.396362
	Iteration 34Q: 3 clusters Score -261775.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -261776.500000 Penalty: 1634.396362
	Iteration 35Q: 3 clusters Score -261776.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -261778.484375 Penalty: 1634.396362
	Iteration 36Q: 3 clusters Score -261778.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -261779.765625 Penalty: 1634.396362
	Iteration 37Q: 3 clusters Score -261779.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -261781.328125 Penalty: 1634.396362
	Iteration 38Q: 3 clusters Score -261781.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -261784.765625 Penalty: 1634.396362
	Iteration 39Q: 3 clusters Score -261784.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -261786.890625 Penalty: 1634.396362
	Iteration 40F: 3 clusters Score -261786.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -261789.031250 Penalty: 1634.396362
	Iteration 41Q: 3 clusters Score -261789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -261790.687500 Penalty: 1634.396362
	Iteration 42Q: 3 clusters Score -261790.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -261798.765625 Penalty: 1634.396362
	Iteration 43Q: 3 clusters Score -261798.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -261807.328125 Penalty: 1634.396362
	Iteration 44Q: 3 clusters Score -261807.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -261811.546875 Penalty: 1634.396362
	Iteration 45Q: 3 clusters Score -261811.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -261813.500000 Penalty: 1634.396362
	Iteration 46Q: 3 clusters Score -261813.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -261816.406250 Penalty: 1634.396362
	Iteration 47Q: 3 clusters Score -261816.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -261819.062500 Penalty: 1634.396362
	Iteration 48Q: 3 clusters Score -261819.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -261821.546875 Penalty: 1634.396362
	Iteration 49Q: 3 clusters Score -261821.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -261825.265625 Penalty: 1634.396362
	Iteration 50Q: 3 clusters Score -261825.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -261828.421875 Penalty: 1634.396362
	Iteration 51Q: 3 clusters Score -261828.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -261830.140625 Penalty: 1634.396362
	Iteration 52Q: 3 clusters Score -261830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -261832.296875 Penalty: 1634.396362
	Iteration 53Q: 3 clusters Score -261832.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -261832.796875 Penalty: 1634.396362
	Iteration 54Q: 3 clusters Score -261832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -261834.187500 Penalty: 1634.396362
	Iteration 55Q: 3 clusters Score -261834.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -261835.734375 Penalty: 1634.396362
	Iteration 56Q: 3 clusters Score -261835.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -261835.968750 Penalty: 1634.396362
	Iteration 57Q: 3 clusters Score -261836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -261837.578125 Penalty: 1634.396362
	Iteration 58Q: 3 clusters Score -261837.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -261837.671875 Penalty: 1634.396362
	Iteration 59Q: 3 clusters Score -261837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -261839.093750 Penalty: 1634.396362
	Iteration 60F: 3 clusters Score -261839.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -261841.968750 Penalty: 1634.396362
	Iteration 61Q: 3 clusters Score -261842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -261852.781250 Penalty: 1634.396362
	Iteration 62Q: 3 clusters Score -261852.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -261856.515625 Penalty: 1634.396362
	Iteration 63Q: 3 clusters Score -261856.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -261858.562500 Penalty: 1634.396362
	Iteration 64Q: 3 clusters Score -261858.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -261859.765625 Penalty: 1634.396362
	Iteration 65Q: 3 clusters Score -261859.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -261861.843750 Penalty: 1634.396362
	Iteration 66Q: 3 clusters Score -261861.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -261864.515625 Penalty: 1634.396362
	Iteration 67Q: 3 clusters Score -261864.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -261866.062500 Penalty: 1634.396362
	Iteration 68Q: 3 clusters Score -261866.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -261868.796875 Penalty: 1634.396362
	Iteration 69Q: 3 clusters Score -261868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -261870.921875 Penalty: 1634.396362
	Iteration 70Q: 3 clusters Score -261870.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -261872.734375 Penalty: 1634.396362
	Iteration 71Q: 3 clusters Score -261872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -261872.937500 Penalty: 1634.396362
	Iteration 72Q: 3 clusters Score -261872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -261874.062500 Penalty: 1634.396362
	Iteration 73Q: 3 clusters Score -261874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -261874.484375 Penalty: 1634.396362
	Iteration 74Q: 3 clusters Score -261874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -261875.750000 Penalty: 1634.396362
	Iteration 75Q: 3 clusters Score -261875.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -261876.234375 Penalty: 1634.396362
	Iteration 76Q: 3 clusters Score -261876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -261877.015625 Penalty: 1634.396362
	Iteration 77Q: 3 clusters Score -261877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -261877.937500 Penalty: 1634.396362
	Iteration 78Q: 3 clusters Score -261877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -261878.937500 Penalty: 1634.396362
	Iteration 79Q: 3 clusters Score -261878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -261879.937500 Penalty: 1634.396362
	Iteration 80F: 3 clusters Score -261879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -261880.562500 Penalty: 1634.396362
	Iteration 81Q: 3 clusters Score -261880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -261882.046875 Penalty: 1634.396362
	Iteration 82Q: 3 clusters Score -261882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -261882.687500 Penalty: 1634.396362
	Iteration 83Q: 3 clusters Score -261882.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -261883.265625 Penalty: 1634.396362
	Iteration 84Q: 3 clusters Score -261883.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -261884.906250 Penalty: 1634.396362
	Iteration 85Q: 3 clusters Score -261884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -261886.453125 Penalty: 1634.396362
	Iteration 86Q: 3 clusters Score -261886.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -261888.859375 Penalty: 1634.396362
	Iteration 87Q: 3 clusters Score -261888.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -261890.984375 Penalty: 1634.396362
	Iteration 88Q: 3 clusters Score -261891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -261892.312500 Penalty: 1634.396362
	Iteration 89Q: 3 clusters Score -261892.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -261895.250000 Penalty: 1634.396362
	Iteration 90Q: 3 clusters Score -261895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -261899.859375 Penalty: 1634.396362
	Iteration 91Q: 3 clusters Score -261899.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -261903.468750 Penalty: 1634.396362
	Iteration 92Q: 3 clusters Score -261903.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -261910.734375 Penalty: 1634.396362
	Iteration 93Q: 3 clusters Score -261910.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -261918.750000 Penalty: 1634.396362
	Iteration 94Q: 3 clusters Score -261918.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -261928.203125 Penalty: 1634.396362
	Iteration 95Q: 3 clusters Score -261928.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -261936.828125 Penalty: 1634.396362
	Iteration 96Q: 3 clusters Score -261936.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -261946.515625 Penalty: 1634.396362
	Iteration 97Q: 3 clusters Score -261946.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -261958.000000 Penalty: 1634.396362
	Iteration 98Q: 3 clusters Score -261958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -261968.921875 Penalty: 1634.396362
	Iteration 99Q: 3 clusters Score -261968.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -261980.765625 Penalty: 1634.396362
	Iteration 100F: 3 clusters Score -261980.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -262001.484375 Penalty: 1634.396362
	Iteration 101Q: 3 clusters Score -262001.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -262031.093750 Penalty: 1634.396362
	Iteration 102Q: 3 clusters Score -262031.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -262062.968750 Penalty: 1634.396362
	Iteration 103Q: 3 clusters Score -262063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -262089.406250 Penalty: 1634.396362
	Iteration 104Q: 3 clusters Score -262089.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -262116.296875 Penalty: 1634.396362
	Iteration 105Q: 3 clusters Score -262116.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -262135.406250 Penalty: 1634.396362
	Iteration 106Q: 3 clusters Score -262135.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -262146.781250 Penalty: 1634.396362
	Iteration 107Q: 3 clusters Score -262146.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -262154.656250 Penalty: 1634.396362
	Iteration 108Q: 3 clusters Score -262154.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -262164.968750 Penalty: 1634.396362
	Iteration 109Q: 3 clusters Score -262165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -262175.093750 Penalty: 1634.396362
	Iteration 110Q: 3 clusters Score -262175.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -262179.750000 Penalty: 1634.396362
	Iteration 111Q: 3 clusters Score -262179.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -262183.906250 Penalty: 1634.396362
	Iteration 112Q: 3 clusters Score -262183.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -262188.687500 Penalty: 1634.396362
	Iteration 113Q: 3 clusters Score -262188.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -262190.343750 Penalty: 1634.396362
	Iteration 114Q: 3 clusters Score -262190.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -262192.812500 Penalty: 1634.396362
	Iteration 115Q: 3 clusters Score -262192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -262194.906250 Penalty: 1634.396362
	Iteration 116Q: 3 clusters Score -262194.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -262197.031250 Penalty: 1634.396362
	Iteration 117Q: 3 clusters Score -262197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -262200.093750 Penalty: 1634.396362
	Iteration 118Q: 3 clusters Score -262200.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -262202.593750 Penalty: 1634.396362
	Iteration 119Q: 3 clusters Score -262202.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -262204.968750 Penalty: 1634.396362
	Iteration 120F: 3 clusters Score -262205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -262206.437500 Penalty: 1634.396362
	Iteration 121Q: 3 clusters Score -262206.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -262207.156250 Penalty: 1634.396362
	Iteration 122Q: 3 clusters Score -262207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -262206.875000 Penalty: 1634.396362
	Iteration 123Q: 3 clusters Score -262206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -262207.125000 Penalty: 1634.396362
	Iteration 124Q: 3 clusters Score -262207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -262207.125000 Penalty: 1634.396362
	Iteration 125F: 3 clusters Score -262207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1752 members 
Mstep: Class 3 contains 62376 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 33728 members 
Mstep: Class 8 contains 5632 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 82616 members 
Mstep: Class 11 contains 10444 members 
Mstep: Class 12 contains 14855 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 3691 members 
Mstep: Class 15 contains 26781 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 253151 members 
Mstep: Class 20 contains 145270 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 39863 members 
Entering Unmasked Estep 
Score: -38607200.000000 Penalty: 28237.585938
Splitting cluster 14 changes total score from -38607208.000000 to -38607200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (26781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Entering Unmasked Estep 
Score: -1426238.125000 Penalty: 968.567566
	Iteration 0F: 2 clusters Score -1426238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1408477.250000 Penalty: 1937.135132
	Iteration 0F: 3 clusters Score -1408477 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1416332.500000 Penalty: 1937.135132
	Iteration 1F: 3 clusters Score -1416332 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1417176.250000 Penalty: 1937.135132
	Iteration 2F: 3 clusters Score -1417176 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1417992.875000 Penalty: 1937.135132
	Iteration 3F: 3 clusters Score -1417993 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1418847.000000 Penalty: 1937.135132
	Iteration 4F: 3 clusters Score -1418847 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1419679.375000 Penalty: 1937.135132
	Iteration 5F: 3 clusters Score -1419679 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1420505.500000 Penalty: 1937.135132
	Iteration 6F: 3 clusters Score -1420506 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1421344.125000 Penalty: 1937.135132
	Iteration 7Q: 3 clusters Score -1421344 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1422270.500000 Penalty: 1937.135132
	Iteration 8Q: 3 clusters Score -1422270 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1423187.000000 Penalty: 1937.135132
	Iteration 9Q: 3 clusters Score -1423187 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1423785.625000 Penalty: 1937.135132
	Iteration 10Q: 3 clusters Score -1423786 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1424087.125000 Penalty: 1937.135132
	Iteration 11Q: 3 clusters Score -1424087 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -1424262.375000 Penalty: 1937.135132
	Iteration 12Q: 3 clusters Score -1424262 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1424382.625000 Penalty: 1937.135132
	Iteration 13Q: 3 clusters Score -1424383 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1424452.500000 Penalty: 1937.135132
	Iteration 14Q: 3 clusters Score -1424452 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1424513.875000 Penalty: 1937.135132
	Iteration 15Q: 3 clusters Score -1424514 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -1424559.500000 Penalty: 1937.135132
	Iteration 16Q: 3 clusters Score -1424560 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -1424590.375000 Penalty: 1937.135132
	Iteration 17Q: 3 clusters Score -1424590 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -1424619.250000 Penalty: 1937.135132
	Iteration 18Q: 3 clusters Score -1424619 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -1424641.750000 Penalty: 1937.135132
	Iteration 19Q: 3 clusters Score -1424642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1424663.375000 Penalty: 1937.135132
	Iteration 20F: 3 clusters Score -1424663 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1424685.250000 Penalty: 1937.135132
	Iteration 21Q: 3 clusters Score -1424685 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1424706.250000 Penalty: 1937.135132
	Iteration 22Q: 3 clusters Score -1424706 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1424725.500000 Penalty: 1937.135132
	Iteration 23Q: 3 clusters Score -1424726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1424756.375000 Penalty: 1937.135132
	Iteration 24Q: 3 clusters Score -1424756 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1424778.500000 Penalty: 1937.135132
	Iteration 25Q: 3 clusters Score -1424778 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -1424806.500000 Penalty: 1937.135132
	Iteration 26Q: 3 clusters Score -1424806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1424817.375000 Penalty: 1937.135132
	Iteration 27Q: 3 clusters Score -1424817 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1424826.750000 Penalty: 1937.135132
	Iteration 28Q: 3 clusters Score -1424827 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -1424848.750000 Penalty: 1937.135132
	Iteration 29Q: 3 clusters Score -1424849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -1424854.250000 Penalty: 1937.135132
	Iteration 30Q: 3 clusters Score -1424854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -1424858.125000 Penalty: 1937.135132
	Iteration 31Q: 3 clusters Score -1424858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -1424863.875000 Penalty: 1937.135132
	Iteration 32Q: 3 clusters Score -1424864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -1424872.750000 Penalty: 1937.135132
	Iteration 33Q: 3 clusters Score -1424873 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -1424881.375000 Penalty: 1937.135132
	Iteration 34Q: 3 clusters Score -1424881 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -1424886.750000 Penalty: 1937.135132
	Iteration 35Q: 3 clusters Score -1424887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -1424895.500000 Penalty: 1937.135132
	Iteration 36Q: 3 clusters Score -1424896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1424898.250000 Penalty: 1937.135132
	Iteration 37Q: 3 clusters Score -1424898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -1424900.375000 Penalty: 1937.135132
	Iteration 38Q: 3 clusters Score -1424900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -1424906.875000 Penalty: 1937.135132
	Iteration 39Q: 3 clusters Score -1424907 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -1424911.125000 Penalty: 1937.135132
	Iteration 40F: 3 clusters Score -1424911 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1424915.125000 Penalty: 1937.135132
	Iteration 41Q: 3 clusters Score -1424915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1424922.750000 Penalty: 1937.135132
	Iteration 42Q: 3 clusters Score -1424923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -1424933.500000 Penalty: 1937.135132
	Iteration 43Q: 3 clusters Score -1424934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -1424935.125000 Penalty: 1937.135132
	Iteration 44Q: 3 clusters Score -1424935 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -1424943.250000 Penalty: 1937.135132
	Iteration 45Q: 3 clusters Score -1424943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -1424954.125000 Penalty: 1937.135132
	Iteration 46Q: 3 clusters Score -1424954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1424963.875000 Penalty: 1937.135132
	Iteration 47Q: 3 clusters Score -1424964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1424968.375000 Penalty: 1937.135132
	Iteration 48Q: 3 clusters Score -1424968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -1424978.000000 Penalty: 1937.135132
	Iteration 49Q: 3 clusters Score -1424978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -1424990.125000 Penalty: 1937.135132
	Iteration 50Q: 3 clusters Score -1424990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -1424995.750000 Penalty: 1937.135132
	Iteration 51Q: 3 clusters Score -1424996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1425008.125000 Penalty: 1937.135132
	Iteration 52Q: 3 clusters Score -1425008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -1425015.125000 Penalty: 1937.135132
	Iteration 53Q: 3 clusters Score -1425015 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -1425030.625000 Penalty: 1937.135132
	Iteration 54Q: 3 clusters Score -1425031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -1425036.875000 Penalty: 1937.135132
	Iteration 55Q: 3 clusters Score -1425037 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -1425046.125000 Penalty: 1937.135132
	Iteration 56Q: 3 clusters Score -1425046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -1425053.625000 Penalty: 1937.135132
	Iteration 57Q: 3 clusters Score -1425054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -1425071.500000 Penalty: 1937.135132
	Iteration 58Q: 3 clusters Score -1425072 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -1425080.875000 Penalty: 1937.135132
	Iteration 59Q: 3 clusters Score -1425081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -1425099.625000 Penalty: 1937.135132
	Iteration 60F: 3 clusters Score -1425100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -1425118.750000 Penalty: 1937.135132
	Iteration 61Q: 3 clusters Score -1425119 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1425131.000000 Penalty: 1937.135132
	Iteration 62Q: 3 clusters Score -1425131 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -1425144.375000 Penalty: 1937.135132
	Iteration 63Q: 3 clusters Score -1425144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -1425164.750000 Penalty: 1937.135132
	Iteration 64Q: 3 clusters Score -1425165 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1425194.250000 Penalty: 1937.135132
	Iteration 65Q: 3 clusters Score -1425194 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -1425217.875000 Penalty: 1937.135132
	Iteration 66Q: 3 clusters Score -1425218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -1425227.500000 Penalty: 1937.135132
	Iteration 67Q: 3 clusters Score -1425228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -1425252.000000 Penalty: 1937.135132
	Iteration 68Q: 3 clusters Score -1425252 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -1425270.750000 Penalty: 1937.135132
	Iteration 69Q: 3 clusters Score -1425271 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -1425293.625000 Penalty: 1937.135132
	Iteration 70Q: 3 clusters Score -1425294 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -1425314.875000 Penalty: 1937.135132
	Iteration 71Q: 3 clusters Score -1425315 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -1425340.625000 Penalty: 1937.135132
	Iteration 72Q: 3 clusters Score -1425341 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -1425359.875000 Penalty: 1937.135132
	Iteration 73Q: 3 clusters Score -1425360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -1425379.750000 Penalty: 1937.135132
	Iteration 74Q: 3 clusters Score -1425380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -1425397.750000 Penalty: 1937.135132
	Iteration 75Q: 3 clusters Score -1425398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -1425424.750000 Penalty: 1937.135132
	Iteration 76Q: 3 clusters Score -1425425 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -1425454.875000 Penalty: 1937.135132
	Iteration 77Q: 3 clusters Score -1425455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -1425479.500000 Penalty: 1937.135132
	Iteration 78Q: 3 clusters Score -1425480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -1425508.000000 Penalty: 1937.135132
	Iteration 79Q: 3 clusters Score -1425508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -1425526.250000 Penalty: 1937.135132
	Iteration 80F: 3 clusters Score -1425526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -1425550.375000 Penalty: 1937.135132
	Iteration 81Q: 3 clusters Score -1425550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -1425568.000000 Penalty: 1937.135132
	Iteration 82Q: 3 clusters Score -1425568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -1425587.750000 Penalty: 1937.135132
	Iteration 83Q: 3 clusters Score -1425588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -1425605.375000 Penalty: 1937.135132
	Iteration 84Q: 3 clusters Score -1425605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -1425619.500000 Penalty: 1937.135132
	Iteration 85Q: 3 clusters Score -1425620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -1425627.500000 Penalty: 1937.135132
	Iteration 86Q: 3 clusters Score -1425628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1425650.500000 Penalty: 1937.135132
	Iteration 87Q: 3 clusters Score -1425650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -1425680.750000 Penalty: 1937.135132
	Iteration 88Q: 3 clusters Score -1425681 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -1425705.750000 Penalty: 1937.135132
	Iteration 89Q: 3 clusters Score -1425706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -1425726.125000 Penalty: 1937.135132
	Iteration 90Q: 3 clusters Score -1425726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -1425749.500000 Penalty: 1937.135132
	Iteration 91Q: 3 clusters Score -1425750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -1425769.000000 Penalty: 1937.135132
	Iteration 92Q: 3 clusters Score -1425769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -1425795.125000 Penalty: 1937.135132
	Iteration 93Q: 3 clusters Score -1425795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -1425819.625000 Penalty: 1937.135132
	Iteration 94Q: 3 clusters Score -1425820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -1425835.750000 Penalty: 1937.135132
	Iteration 95Q: 3 clusters Score -1425836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -1425849.875000 Penalty: 1937.135132
	Iteration 96Q: 3 clusters Score -1425850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -1425858.125000 Penalty: 1937.135132
	Iteration 97Q: 3 clusters Score -1425858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -1425863.875000 Penalty: 1937.135132
	Iteration 98Q: 3 clusters Score -1425864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -1425866.750000 Penalty: 1937.135132
	Iteration 99Q: 3 clusters Score -1425867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -1425869.000000 Penalty: 1937.135132
	Iteration 100F: 3 clusters Score -1425869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -1425875.125000 Penalty: 1937.135132
	Iteration 101Q: 3 clusters Score -1425875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -1425883.500000 Penalty: 1937.135132
	Iteration 102Q: 3 clusters Score -1425884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -1425883.875000 Penalty: 1937.135132
	Iteration 103Q: 3 clusters Score -1425884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -1425889.625000 Penalty: 1937.135132
	Iteration 104Q: 3 clusters Score -1425890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -1425891.375000 Penalty: 1937.135132
	Iteration 105Q: 3 clusters Score -1425891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -1425897.125000 Penalty: 1937.135132
	Iteration 106Q: 3 clusters Score -1425897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -1425897.750000 Penalty: 1937.135132
	Iteration 107Q: 3 clusters Score -1425898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -1425905.750000 Penalty: 1937.135132
	Iteration 108Q: 3 clusters Score -1425906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -1425911.125000 Penalty: 1937.135132
	Iteration 109Q: 3 clusters Score -1425911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -1425911.500000 Penalty: 1937.135132
	Iteration 110Q: 3 clusters Score -1425912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -1425914.000000 Penalty: 1937.135132
	Iteration 111Q: 3 clusters Score -1425914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -1425912.500000 Penalty: 1937.135132
	Iteration 112Q: 3 clusters Score -1425912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -1425912.500000 Penalty: 1937.135132
	Iteration 113Q: 3 clusters Score -1425912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -1425912.375000 Penalty: 1937.135132
	Iteration 114Q: 3 clusters Score -1425912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -1425911.625000 Penalty: 1937.135132
	Iteration 115Q: 3 clusters Score -1425912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -1425910.625000 Penalty: 1937.135132
	Iteration 116Q: 3 clusters Score -1425911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -1425910.500000 Penalty: 1937.135132
	Iteration 117Q: 3 clusters Score -1425910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -1425913.000000 Penalty: 1937.135132
	Iteration 118Q: 3 clusters Score -1425913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -1425912.875000 Penalty: 1937.135132
	Iteration 119Q: 3 clusters Score -1425913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -1425915.125000 Penalty: 1937.135132
	Iteration 120F: 3 clusters Score -1425915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -1425915.250000 Penalty: 1937.135132
	Iteration 121Q: 3 clusters Score -1425915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -1425915.625000 Penalty: 1937.135132
	Iteration 122Q: 3 clusters Score -1425916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -1425915.625000 Penalty: 1937.135132
	Iteration 123Q: 3 clusters Score -1425916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -1425915.625000 Penalty: 1937.135132
	Iteration 124F: 3 clusters Score -1425916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Entering Unmasked Estep 
Score: -255990.703125 Penalty: 818.343140
	Iteration 0F: 2 clusters Score -255990.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -252059.437500 Penalty: 1636.686279
	Iteration 0F: 3 clusters Score -252059.4 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -253402.796875 Penalty: 1636.686279
	Iteration 1F: 3 clusters Score -253402.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -253625.234375 Penalty: 1636.686279
	Iteration 2F: 3 clusters Score -253625.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -253816.937500 Penalty: 1636.686279
	Iteration 3F: 3 clusters Score -253816.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -253977.078125 Penalty: 1636.686279
	Iteration 4F: 3 clusters Score -253977.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -254160.765625 Penalty: 1636.686279
	Iteration 5F: 3 clusters Score -254160.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -254346.531250 Penalty: 1636.686279
	Iteration 6Q: 3 clusters Score -254346.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -254546.531250 Penalty: 1636.686279
	Iteration 7Q: 3 clusters Score -254546.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -254722.234375 Penalty: 1636.686279
	Iteration 8Q: 3 clusters Score -254722.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -254925.000000 Penalty: 1636.686279
	Iteration 9Q: 3 clusters Score -254925 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -255132.250000 Penalty: 1636.686279
	Iteration 10Q: 3 clusters Score -255132.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -255287.296875 Penalty: 1636.686279
	Iteration 11Q: 3 clusters Score -255287.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -255376.453125 Penalty: 1636.686279
	Iteration 12Q: 3 clusters Score -255376.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -255424.468750 Penalty: 1636.686279
	Iteration 13Q: 3 clusters Score -255424.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -255459.015625 Penalty: 1636.686279
	Iteration 14Q: 3 clusters Score -255459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -255485.234375 Penalty: 1636.686279
	Iteration 15Q: 3 clusters Score -255485.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -255506.703125 Penalty: 1636.686279
	Iteration 16Q: 3 clusters Score -255506.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -255531.375000 Penalty: 1636.686279
	Iteration 17Q: 3 clusters Score -255531.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -255553.218750 Penalty: 1636.686279
	Iteration 18Q: 3 clusters Score -255553.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -255570.671875 Penalty: 1636.686279
	Iteration 19Q: 3 clusters Score -255570.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -255601.796875 Penalty: 1636.686279
	Iteration 20F: 3 clusters Score -255601.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -255628.937500 Penalty: 1636.686279
	Iteration 21Q: 3 clusters Score -255628.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -255658.984375 Penalty: 1636.686279
	Iteration 22Q: 3 clusters Score -255659 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -255713.500000 Penalty: 1636.686279
	Iteration 23Q: 3 clusters Score -255713.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -255756.312500 Penalty: 1636.686279
	Iteration 24Q: 3 clusters Score -255756.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255793.593750 Penalty: 1636.686279
	Iteration 25Q: 3 clusters Score -255793.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -255815.578125 Penalty: 1636.686279
	Iteration 26Q: 3 clusters Score -255815.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -255834.281250 Penalty: 1636.686279
	Iteration 27Q: 3 clusters Score -255834.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -255857.000000 Penalty: 1636.686279
	Iteration 28Q: 3 clusters Score -255857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -255878.500000 Penalty: 1636.686279
	Iteration 29Q: 3 clusters Score -255878.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -255891.093750 Penalty: 1636.686279
	Iteration 30Q: 3 clusters Score -255891.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -255900.921875 Penalty: 1636.686279
	Iteration 31Q: 3 clusters Score -255900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -255903.234375 Penalty: 1636.686279
	Iteration 32Q: 3 clusters Score -255903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -255905.281250 Penalty: 1636.686279
	Iteration 33Q: 3 clusters Score -255905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -255906.625000 Penalty: 1636.686279
	Iteration 34Q: 3 clusters Score -255906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -255907.234375 Penalty: 1636.686279
	Iteration 35Q: 3 clusters Score -255907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -255907.281250 Penalty: 1636.686279
	Iteration 36Q: 3 clusters Score -255907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -255907.984375 Penalty: 1636.686279
	Iteration 37Q: 3 clusters Score -255908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -255907.984375 Penalty: 1636.686279
	Iteration 38F: 3 clusters Score -255908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -213849.359375 Penalty: 788.715271
	Iteration 0F: 2 clusters Score -213849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -210902.828125 Penalty: 1577.430542
	Iteration 0F: 3 clusters Score -210902.8 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -211793.640625 Penalty: 1577.430542
	Iteration 1F: 3 clusters Score -211793.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -211915.453125 Penalty: 1577.430542
	Iteration 2F: 3 clusters Score -211915.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -211988.000000 Penalty: 1577.430542
	Iteration 3Q: 3 clusters Score -211988 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -212038.687500 Penalty: 1577.430542
	Iteration 4Q: 3 clusters Score -212038.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -212084.015625 Penalty: 1577.430542
	Iteration 5Q: 3 clusters Score -212084 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -212140.375000 Penalty: 1577.430542
	Iteration 6Q: 3 clusters Score -212140.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -212224.437500 Penalty: 1577.430542
	Iteration 7Q: 3 clusters Score -212224.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -212341.796875 Penalty: 1577.430542
	Iteration 8Q: 3 clusters Score -212341.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -212494.906250 Penalty: 1577.430542
	Iteration 9F: 3 clusters Score -212494.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -212645.578125 Penalty: 1577.430542
	Iteration 10Q: 3 clusters Score -212645.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -212769.656250 Penalty: 1577.430542
	Iteration 11Q: 3 clusters Score -212769.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -212873.734375 Penalty: 1577.430542
	Iteration 12Q: 3 clusters Score -212873.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -212963.578125 Penalty: 1577.430542
	Iteration 13Q: 3 clusters Score -212963.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -213034.125000 Penalty: 1577.430542
	Iteration 14Q: 3 clusters Score -213034.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -213093.718750 Penalty: 1577.430542
	Iteration 15Q: 3 clusters Score -213093.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -213127.765625 Penalty: 1577.430542
	Iteration 16Q: 3 clusters Score -213127.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -213160.531250 Penalty: 1577.430542
	Iteration 17Q: 3 clusters Score -213160.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -213181.328125 Penalty: 1577.430542
	Iteration 18Q: 3 clusters Score -213181.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -213196.921875 Penalty: 1577.430542
	Iteration 19Q: 3 clusters Score -213196.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -213206.375000 Penalty: 1577.430542
	Iteration 20F: 3 clusters Score -213206.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -213212.734375 Penalty: 1577.430542
	Iteration 21Q: 3 clusters Score -213212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -213217.031250 Penalty: 1577.430542
	Iteration 22Q: 3 clusters Score -213217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -213220.718750 Penalty: 1577.430542
	Iteration 23Q: 3 clusters Score -213220.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -213224.328125 Penalty: 1577.430542
	Iteration 24Q: 3 clusters Score -213224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -213227.250000 Penalty: 1577.430542
	Iteration 25Q: 3 clusters Score -213227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -213228.562500 Penalty: 1577.430542
	Iteration 26Q: 3 clusters Score -213228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -213229.375000 Penalty: 1577.430542
	Iteration 27Q: 3 clusters Score -213229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -213231.078125 Penalty: 1577.430542
	Iteration 28Q: 3 clusters Score -213231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -213231.953125 Penalty: 1577.430542
	Iteration 29Q: 3 clusters Score -213232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -213234.000000 Penalty: 1577.430542
	Iteration 30Q: 3 clusters Score -213234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -213235.515625 Penalty: 1577.430542
	Iteration 31Q: 3 clusters Score -213235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -213236.343750 Penalty: 1577.430542
	Iteration 32Q: 3 clusters Score -213236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -213238.484375 Penalty: 1577.430542
	Iteration 33Q: 3 clusters Score -213238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -213239.437500 Penalty: 1577.430542
	Iteration 34Q: 3 clusters Score -213239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -213241.640625 Penalty: 1577.430542
	Iteration 35Q: 3 clusters Score -213241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -213241.687500 Penalty: 1577.430542
	Iteration 36Q: 3 clusters Score -213241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -213241.687500 Penalty: 1577.430542
	Iteration 37F: 3 clusters Score -213241.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253151 members 
Entering Unmasked Estep 
Score: -14200460.000000 Penalty: 1181.965454
	Iteration 0F: 2 clusters Score -1.420046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126809 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -14031840.000000 Penalty: 2363.930908
	Iteration 0F: 3 clusters Score -1.403184e+07 nChanged 123844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133673 members 
Mstep: Class 2 contains 119478 members 
Entering Unmasked Estep 
Score: -14107369.000000 Penalty: 2363.930908
	Iteration 1F: 3 clusters Score -1.410737e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138651 members 
Mstep: Class 2 contains 114500 members 
Entering Unmasked Estep 
Score: -14110916.000000 Penalty: 2363.930908
	Iteration 2Q: 3 clusters Score -1.411092e+07 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146511 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -14116505.000000 Penalty: 2363.930908
	Iteration 3Q: 3 clusters Score -1.41165e+07 nChanged 15177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157788 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -14125057.000000 Penalty: 2363.930908
	Iteration 4F: 3 clusters Score -1.412506e+07 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171816 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -14135953.000000 Penalty: 2363.930908
	Iteration 5F: 3 clusters Score -1.413595e+07 nChanged 17786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186868 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -14147803.000000 Penalty: 2363.930908
	Iteration 6F: 3 clusters Score -1.41478e+07 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201030 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -14158888.000000 Penalty: 2363.930908
	Iteration 7F: 3 clusters Score -1.415889e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212958 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -14168163.000000 Penalty: 2363.930908
	Iteration 8F: 3 clusters Score -1.416816e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222652 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -14176077.000000 Penalty: 2363.930908
	Iteration 9Q: 3 clusters Score -1.417608e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230050 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -14182573.000000 Penalty: 2363.930908
	Iteration 10Q: 3 clusters Score -1.418257e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235542 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -14187574.000000 Penalty: 2363.930908
	Iteration 11Q: 3 clusters Score -1.418757e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239541 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -14190664.000000 Penalty: 2363.930908
	Iteration 12Q: 3 clusters Score -1.419066e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242635 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -14192891.000000 Penalty: 2363.930908
	Iteration 13Q: 3 clusters Score -1.419289e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245138 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -14194524.000000 Penalty: 2363.930908
	Iteration 14Q: 3 clusters Score -1.419452e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247117 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -14195878.000000 Penalty: 2363.930908
	Iteration 15Q: 3 clusters Score -1.419588e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248723 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -14196924.000000 Penalty: 2363.930908
	Iteration 16Q: 3 clusters Score -1.419692e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249955 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -14197786.000000 Penalty: 2363.930908
	Iteration 17Q: 3 clusters Score -1.419779e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250884 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -14198378.000000 Penalty: 2363.930908
	Iteration 18Q: 3 clusters Score -1.419838e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251492 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -14198796.000000 Penalty: 2363.930908
	Iteration 19Q: 3 clusters Score -1.41988e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251896 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14199114.000000 Penalty: 2363.930908
	Iteration 20F: 3 clusters Score -1.419911e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252137 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14199295.000000 Penalty: 2363.930908
	Iteration 21Q: 3 clusters Score -1.41993e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252262 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14199435.000000 Penalty: 2363.930908
	Iteration 22Q: 3 clusters Score -1.419944e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252338 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14199525.000000 Penalty: 2363.930908
	Iteration 23Q: 3 clusters Score -1.419952e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252398 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14199609.000000 Penalty: 2363.930908
	Iteration 24Q: 3 clusters Score -1.419961e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252437 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -14199664.000000 Penalty: 2363.930908
	Iteration 25Q: 3 clusters Score -1.419966e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252461 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -14199726.000000 Penalty: 2363.930908
	Iteration 26Q: 3 clusters Score -1.419973e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252479 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14199774.000000 Penalty: 2363.930908
	Iteration 27Q: 3 clusters Score -1.419977e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252480 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14199808.000000 Penalty: 2363.930908
	Iteration 28Q: 3 clusters Score -1.419981e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252482 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14199843.000000 Penalty: 2363.930908
	Iteration 29Q: 3 clusters Score -1.419984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252483 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14199850.000000 Penalty: 2363.930908
	Iteration 30Q: 3 clusters Score -1.419985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252481 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14199880.000000 Penalty: 2363.930908
	Iteration 31Q: 3 clusters Score -1.419988e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252481 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14199905.000000 Penalty: 2363.930908
	Iteration 32Q: 3 clusters Score -1.41999e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252486 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14199925.000000 Penalty: 2363.930908
	Iteration 33Q: 3 clusters Score -1.419992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252478 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14199920.000000 Penalty: 2363.930908
	Iteration 34Q: 3 clusters Score -1.419992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252472 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14199923.000000 Penalty: 2363.930908
	Iteration 35Q: 3 clusters Score -1.419992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252468 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14199918.000000 Penalty: 2363.930908
	Iteration 36Q: 3 clusters Score -1.419992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252469 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -14199924.000000 Penalty: 2363.930908
	Iteration 37Q: 3 clusters Score -1.419992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252469 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -14199924.000000 Penalty: 2363.930908
	Iteration 38Q: 3 clusters Score -1.419992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14199924.000000 Penalty: 2363.930908
	Iteration 39Q: 3 clusters Score -1.419992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252471 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14199937.000000 Penalty: 2363.930908
	Iteration 40F: 3 clusters Score -1.419994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252454 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14199965.000000 Penalty: 2363.930908
	Iteration 41Q: 3 clusters Score -1.419996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252435 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14199983.000000 Penalty: 2363.930908
	Iteration 42Q: 3 clusters Score -1.419998e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252412 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14200002.000000 Penalty: 2363.930908
	Iteration 43Q: 3 clusters Score -1.42e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252395 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -14200014.000000 Penalty: 2363.930908
	Iteration 44Q: 3 clusters Score -1.420001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252379 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14200035.000000 Penalty: 2363.930908
	Iteration 45Q: 3 clusters Score -1.420004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252365 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14200045.000000 Penalty: 2363.930908
	Iteration 46Q: 3 clusters Score -1.420004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252351 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14200044.000000 Penalty: 2363.930908
	Iteration 47Q: 3 clusters Score -1.420004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252341 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14200052.000000 Penalty: 2363.930908
	Iteration 48Q: 3 clusters Score -1.420005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252339 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14200055.000000 Penalty: 2363.930908
	Iteration 49Q: 3 clusters Score -1.420006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252339 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14200062.000000 Penalty: 2363.930908
	Iteration 50Q: 3 clusters Score -1.420006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252338 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14200061.000000 Penalty: 2363.930908
	Iteration 51Q: 3 clusters Score -1.420006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252339 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14200055.000000 Penalty: 2363.930908
	Iteration 52Q: 3 clusters Score -1.420006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252340 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -14200064.000000 Penalty: 2363.930908
	Iteration 53Q: 3 clusters Score -1.420006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252342 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -14200062.000000 Penalty: 2363.930908
	Iteration 54Q: 3 clusters Score -1.420006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252346 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14200065.000000 Penalty: 2363.930908
	Iteration 55Q: 3 clusters Score -1.420006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252346 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14200056.000000 Penalty: 2363.930908
	Iteration 56Q: 3 clusters Score -1.420006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252343 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14200062.000000 Penalty: 2363.930908
	Iteration 57Q: 3 clusters Score -1.420006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252340 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -14200079.000000 Penalty: 2363.930908
	Iteration 58Q: 3 clusters Score -1.420008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252337 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14200085.000000 Penalty: 2363.930908
	Iteration 59Q: 3 clusters Score -1.420008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252333 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14200082.000000 Penalty: 2363.930908
	Iteration 60F: 3 clusters Score -1.420008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252330 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14200098.000000 Penalty: 2363.930908
	Iteration 61Q: 3 clusters Score -1.42001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252321 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -14200089.000000 Penalty: 2363.930908
	Iteration 62Q: 3 clusters Score -1.420009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252307 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -14200090.000000 Penalty: 2363.930908
	Iteration 63Q: 3 clusters Score -1.420009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252300 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -14200107.000000 Penalty: 2363.930908
	Iteration 64Q: 3 clusters Score -1.420011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252295 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14200104.000000 Penalty: 2363.930908
	Iteration 65Q: 3 clusters Score -1.42001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252292 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14200107.000000 Penalty: 2363.930908
	Iteration 66Q: 3 clusters Score -1.420011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252292 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14200105.000000 Penalty: 2363.930908
	Iteration 67Q: 3 clusters Score -1.42001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252292 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14200109.000000 Penalty: 2363.930908
	Iteration 68Q: 3 clusters Score -1.420011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252294 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -14200108.000000 Penalty: 2363.930908
	Iteration 69Q: 3 clusters Score -1.420011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252294 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -14200107.000000 Penalty: 2363.930908
	Iteration 70Q: 3 clusters Score -1.420011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252297 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14200101.000000 Penalty: 2363.930908
	Iteration 71Q: 3 clusters Score -1.42001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252300 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -14200099.000000 Penalty: 2363.930908
	Iteration 72Q: 3 clusters Score -1.42001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252299 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14200102.000000 Penalty: 2363.930908
	Iteration 73Q: 3 clusters Score -1.42001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252299 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14200102.000000 Penalty: 2363.930908
	Iteration 74F: 3 clusters Score -1.42001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (145270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145270 members 
Entering Unmasked Estep 
Score: -7875622.000000 Penalty: 1129.203247
	Iteration 0F: 2 clusters Score -7875622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -7777814.500000 Penalty: 2258.406494
	Iteration 0F: 3 clusters Score -7777814 nChanged 70734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -7820835.000000 Penalty: 2258.406494
	Iteration 1F: 3 clusters Score -7820835 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -7823983.000000 Penalty: 2258.406494
	Iteration 2Q: 3 clusters Score -7823983 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99166 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -7830128.500000 Penalty: 2258.406494
	Iteration 3F: 3 clusters Score -7830128 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111984 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -7840789.500000 Penalty: 2258.406494
	Iteration 4F: 3 clusters Score -7840790 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126358 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -7855166.500000 Penalty: 2258.406494
	Iteration 5F: 3 clusters Score -7855166 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137716 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -7867117.000000 Penalty: 2258.406494
	Iteration 6F: 3 clusters Score -7867117 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7872688.500000 Penalty: 2258.406494
	Iteration 7Q: 3 clusters Score -7872688 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7874212.500000 Penalty: 2258.406494
	Iteration 8Q: 3 clusters Score -7874212 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7874485.500000 Penalty: 2258.406494
	Iteration 9Q: 3 clusters Score -7874486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145189 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7874565.500000 Penalty: 2258.406494
	Iteration 10Q: 3 clusters Score -7874566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145193 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7874591.000000 Penalty: 2258.406494
	Iteration 11Q: 3 clusters Score -7874591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145196 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7874613.000000 Penalty: 2258.406494
	Iteration 12Q: 3 clusters Score -7874613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145196 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7874608.000000 Penalty: 2258.406494
	Iteration 13Q: 3 clusters Score -7874608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145196 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7874608.000000 Penalty: 2258.406494
	Iteration 14F: 3 clusters Score -7874608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Entering Unmasked Estep 
Score: -376467.187500 Penalty: 842.056946
	Iteration 0F: 2 clusters Score -376467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -371484.406250 Penalty: 1684.113892
	Iteration 0F: 3 clusters Score -371484.4 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -373287.468750 Penalty: 1684.113892
	Iteration 1F: 3 clusters Score -373287.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -373558.843750 Penalty: 1684.113892
	Iteration 2F: 3 clusters Score -373558.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -373861.593750 Penalty: 1684.113892
	Iteration 3F: 3 clusters Score -373861.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -374175.843750 Penalty: 1684.113892
	Iteration 4F: 3 clusters Score -374175.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -374427.625000 Penalty: 1684.113892
	Iteration 5F: 3 clusters Score -374427.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -374706.875000 Penalty: 1684.113892
	Iteration 6F: 3 clusters Score -374706.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -374965.875000 Penalty: 1684.113892
	Iteration 7F: 3 clusters Score -374965.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -375199.812500 Penalty: 1684.113892
	Iteration 8Q: 3 clusters Score -375199.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -375389.437500 Penalty: 1684.113892
	Iteration 9Q: 3 clusters Score -375389.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -375542.875000 Penalty: 1684.113892
	Iteration 10Q: 3 clusters Score -375542.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -375684.218750 Penalty: 1684.113892
	Iteration 11Q: 3 clusters Score -375684.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -375814.500000 Penalty: 1684.113892
	Iteration 12Q: 3 clusters Score -375814.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -375929.656250 Penalty: 1684.113892
	Iteration 13Q: 3 clusters Score -375929.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -376109.062500 Penalty: 1684.113892
	Iteration 14Q: 3 clusters Score -376109.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -376323.250000 Penalty: 1684.113892
	Iteration 15Q: 3 clusters Score -376323.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -376506.437500 Penalty: 1684.113892
	Iteration 16Q: 3 clusters Score -376506.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -376634.031250 Penalty: 1684.113892
	Iteration 17Q: 3 clusters Score -376634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -376729.968750 Penalty: 1684.113892
	Iteration 18Q: 3 clusters Score -376730 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -376792.937500 Penalty: 1684.113892
	Iteration 19Q: 3 clusters Score -376792.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -376832.062500 Penalty: 1684.113892
	Iteration 20F: 3 clusters Score -376832.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -376865.625000 Penalty: 1684.113892
	Iteration 21Q: 3 clusters Score -376865.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -376899.531250 Penalty: 1684.113892
	Iteration 22Q: 3 clusters Score -376899.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -376942.406250 Penalty: 1684.113892
	Iteration 23Q: 3 clusters Score -376942.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -376979.250000 Penalty: 1684.113892
	Iteration 24Q: 3 clusters Score -376979.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -377010.218750 Penalty: 1684.113892
	Iteration 25Q: 3 clusters Score -377010.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -377041.812500 Penalty: 1684.113892
	Iteration 26Q: 3 clusters Score -377041.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -377069.875000 Penalty: 1684.113892
	Iteration 27Q: 3 clusters Score -377069.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -377087.531250 Penalty: 1684.113892
	Iteration 28Q: 3 clusters Score -377087.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -377098.937500 Penalty: 1684.113892
	Iteration 29Q: 3 clusters Score -377098.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -377107.343750 Penalty: 1684.113892
	Iteration 30Q: 3 clusters Score -377107.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -377118.687500 Penalty: 1684.113892
	Iteration 31Q: 3 clusters Score -377118.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -377128.531250 Penalty: 1684.113892
	Iteration 32Q: 3 clusters Score -377128.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -377140.375000 Penalty: 1684.113892
	Iteration 33Q: 3 clusters Score -377140.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -377153.031250 Penalty: 1684.113892
	Iteration 34Q: 3 clusters Score -377153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -377163.250000 Penalty: 1684.113892
	Iteration 35Q: 3 clusters Score -377163.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -377169.187500 Penalty: 1684.113892
	Iteration 36Q: 3 clusters Score -377169.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -377174.687500 Penalty: 1684.113892
	Iteration 37Q: 3 clusters Score -377174.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -377177.750000 Penalty: 1684.113892
	Iteration 38Q: 3 clusters Score -377177.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -377181.531250 Penalty: 1684.113892
	Iteration 39Q: 3 clusters Score -377181.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -377193.625000 Penalty: 1684.113892
	Iteration 40F: 3 clusters Score -377193.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -377200.531250 Penalty: 1684.113892
	Iteration 41Q: 3 clusters Score -377200.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -377204.531250 Penalty: 1684.113892
	Iteration 42Q: 3 clusters Score -377204.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -377208.187500 Penalty: 1684.113892
	Iteration 43Q: 3 clusters Score -377208.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -377212.562500 Penalty: 1684.113892
	Iteration 44Q: 3 clusters Score -377212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -377217.312500 Penalty: 1684.113892
	Iteration 45Q: 3 clusters Score -377217.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -377219.875000 Penalty: 1684.113892
	Iteration 46Q: 3 clusters Score -377219.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -377224.187500 Penalty: 1684.113892
	Iteration 47Q: 3 clusters Score -377224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -377227.875000 Penalty: 1684.113892
	Iteration 48Q: 3 clusters Score -377227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -377230.968750 Penalty: 1684.113892
	Iteration 49Q: 3 clusters Score -377231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -377232.093750 Penalty: 1684.113892
	Iteration 50Q: 3 clusters Score -377232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -377232.343750 Penalty: 1684.113892
	Iteration 51Q: 3 clusters Score -377232.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -377233.875000 Penalty: 1684.113892
	Iteration 52Q: 3 clusters Score -377233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -377234.875000 Penalty: 1684.113892
	Iteration 53Q: 3 clusters Score -377234.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -377236.843750 Penalty: 1684.113892
	Iteration 54Q: 3 clusters Score -377236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -377236.250000 Penalty: 1684.113892
	Iteration 55Q: 3 clusters Score -377236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -377237.000000 Penalty: 1684.113892
	Iteration 56Q: 3 clusters Score -377237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -377237.031250 Penalty: 1684.113892
	Iteration 57Q: 3 clusters Score -377237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -377237.718750 Penalty: 1684.113892
	Iteration 58Q: 3 clusters Score -377237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -377237.656250 Penalty: 1684.113892
	Iteration 59Q: 3 clusters Score -377237.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -377238.156250 Penalty: 1684.113892
	Iteration 60F: 3 clusters Score -377238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -377238.093750 Penalty: 1684.113892
	Iteration 61Q: 3 clusters Score -377238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -377240.500000 Penalty: 1684.113892
	Iteration 62Q: 3 clusters Score -377240.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -377240.500000 Penalty: 1684.113892
	Iteration 63Q: 3 clusters Score -377240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -377238.718750 Penalty: 1684.113892
	Iteration 64Q: 3 clusters Score -377238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -377239.125000 Penalty: 1684.113892
	Iteration 65Q: 3 clusters Score -377239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -377239.312500 Penalty: 1684.113892
	Iteration 66Q: 3 clusters Score -377239.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -377240.250000 Penalty: 1684.113892
	Iteration 67Q: 3 clusters Score -377240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -377240.468750 Penalty: 1684.113892
	Iteration 68Q: 3 clusters Score -377240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -377241.343750 Penalty: 1684.113892
	Iteration 69Q: 3 clusters Score -377241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -377241.187500 Penalty: 1684.113892
	Iteration 70Q: 3 clusters Score -377241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -377241.906250 Penalty: 1684.113892
	Iteration 71Q: 3 clusters Score -377241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -377243.187500 Penalty: 1684.113892
	Iteration 72Q: 3 clusters Score -377243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -377242.281250 Penalty: 1684.113892
	Iteration 73Q: 3 clusters Score -377242.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -377242.937500 Penalty: 1684.113892
	Iteration 74Q: 3 clusters Score -377242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -377242.906250 Penalty: 1684.113892
	Iteration 75Q: 3 clusters Score -377242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -377243.312500 Penalty: 1684.113892
	Iteration 76Q: 3 clusters Score -377243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -377243.312500 Penalty: 1684.113892
	Iteration 77F: 3 clusters Score -377243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 62376 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 33728 members 
Mstep: Class 8 contains 5632 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 82616 members 
Mstep: Class 11 contains 10444 members 
Mstep: Class 12 contains 14855 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 5443 members 
Mstep: Class 15 contains 26781 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 253151 members 
Mstep: Class 20 contains 145270 members 
Mstep: Class 21 contains 2195 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 39863 members 
Entering Unmasked Estep 
Score: -38607744.000000 Penalty: 28237.585938
Splitting cluster 21 changes total score from -38607208.000000 to -38607744.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 22 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -177617.140625 Penalty: 769.284424
	Iteration 0F: 2 clusters Score -177617.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -175108.859375 Penalty: 1538.568848
	Iteration 0F: 3 clusters Score -175108.9 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -175946.515625 Penalty: 1538.568848
	Iteration 1F: 3 clusters Score -175946.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -176203.703125 Penalty: 1538.568848
	Iteration 2F: 3 clusters Score -176203.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -176433.843750 Penalty: 1538.568848
	Iteration 3F: 3 clusters Score -176433.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -176597.421875 Penalty: 1538.568848
	Iteration 4F: 3 clusters Score -176597.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -176715.750000 Penalty: 1538.568848
	Iteration 5Q: 3 clusters Score -176715.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -176785.671875 Penalty: 1538.568848
	Iteration 6Q: 3 clusters Score -176785.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -176834.468750 Penalty: 1538.568848
	Iteration 7Q: 3 clusters Score -176834.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -176881.343750 Penalty: 1538.568848
	Iteration 8Q: 3 clusters Score -176881.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -176917.484375 Penalty: 1538.568848
	Iteration 9Q: 3 clusters Score -176917.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -176947.328125 Penalty: 1538.568848
	Iteration 10Q: 3 clusters Score -176947.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -176968.203125 Penalty: 1538.568848
	Iteration 11Q: 3 clusters Score -176968.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -176987.531250 Penalty: 1538.568848
	Iteration 12Q: 3 clusters Score -176987.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -177001.328125 Penalty: 1538.568848
	Iteration 13Q: 3 clusters Score -177001.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -177010.656250 Penalty: 1538.568848
	Iteration 14Q: 3 clusters Score -177010.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -177017.609375 Penalty: 1538.568848
	Iteration 15Q: 3 clusters Score -177017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -177023.453125 Penalty: 1538.568848
	Iteration 16Q: 3 clusters Score -177023.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -177026.500000 Penalty: 1538.568848
	Iteration 17Q: 3 clusters Score -177026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -177027.906250 Penalty: 1538.568848
	Iteration 18Q: 3 clusters Score -177027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -177029.046875 Penalty: 1538.568848
	Iteration 19Q: 3 clusters Score -177029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -177031.734375 Penalty: 1538.568848
	Iteration 20F: 3 clusters Score -177031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -177032.265625 Penalty: 1538.568848
	Iteration 21Q: 3 clusters Score -177032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -177032.265625 Penalty: 1538.568848
	Iteration 22F: 3 clusters Score -177032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Entering Unmasked Estep 
Score: -2260714.250000 Penalty: 1006.354309
	Iteration 0F: 2 clusters Score -2260714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2234043.750000 Penalty: 2012.708618
	Iteration 0F: 3 clusters Score -2234044 nChanged 18996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2245474.750000 Penalty: 2012.708618
	Iteration 1F: 3 clusters Score -2245475 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2246297.750000 Penalty: 2012.708618
	Iteration 2Q: 3 clusters Score -2246298 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -2247528.000000 Penalty: 2012.708618
	Iteration 3F: 3 clusters Score -2247528 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -2249168.500000 Penalty: 2012.708618
	Iteration 4F: 3 clusters Score -2249168 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -2251106.250000 Penalty: 2012.708618
	Iteration 5F: 3 clusters Score -2251106 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -2253081.250000 Penalty: 2012.708618
	Iteration 6F: 3 clusters Score -2253081 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -2254914.000000 Penalty: 2012.708618
	Iteration 7F: 3 clusters Score -2254914 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -2256426.750000 Penalty: 2012.708618
	Iteration 8Q: 3 clusters Score -2256427 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -2257644.750000 Penalty: 2012.708618
	Iteration 9Q: 3 clusters Score -2257645 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -2258512.750000 Penalty: 2012.708618
	Iteration 10Q: 3 clusters Score -2258513 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -2259032.500000 Penalty: 2012.708618
	Iteration 11Q: 3 clusters Score -2259032 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -2259394.500000 Penalty: 2012.708618
	Iteration 12Q: 3 clusters Score -2259394 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -2259585.750000 Penalty: 2012.708618
	Iteration 13Q: 3 clusters Score -2259586 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -2259692.500000 Penalty: 2012.708618
	Iteration 14Q: 3 clusters Score -2259692 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -2259753.250000 Penalty: 2012.708618
	Iteration 15Q: 3 clusters Score -2259753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -2259791.000000 Penalty: 2012.708618
	Iteration 16Q: 3 clusters Score -2259791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -2259819.500000 Penalty: 2012.708618
	Iteration 17Q: 3 clusters Score -2259820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -2259832.500000 Penalty: 2012.708618
	Iteration 18Q: 3 clusters Score -2259832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -2259842.250000 Penalty: 2012.708618
	Iteration 19Q: 3 clusters Score -2259842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -2259847.500000 Penalty: 2012.708618
	Iteration 20F: 3 clusters Score -2259848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -2259853.500000 Penalty: 2012.708618
	Iteration 21Q: 3 clusters Score -2259854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -2259858.000000 Penalty: 2012.708618
	Iteration 22Q: 3 clusters Score -2259858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -2259857.250000 Penalty: 2012.708618
	Iteration 23Q: 3 clusters Score -2259857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -2259855.500000 Penalty: 2012.708618
	Iteration 24Q: 3 clusters Score -2259856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -2259856.250000 Penalty: 2012.708618
	Iteration 25Q: 3 clusters Score -2259856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -2259857.500000 Penalty: 2012.708618
	Iteration 26Q: 3 clusters Score -2259858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -2259858.500000 Penalty: 2012.708618
	Iteration 27Q: 3 clusters Score -2259858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -2259860.000000 Penalty: 2012.708618
	Iteration 28Q: 3 clusters Score -2259860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -2259862.250000 Penalty: 2012.708618
	Iteration 29Q: 3 clusters Score -2259862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -2259862.250000 Penalty: 2012.708618
	Iteration 30F: 3 clusters Score -2259862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 3 contains 62376 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 33728 members 
Mstep: Class 8 contains 5632 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 82616 members 
Mstep: Class 11 contains 10444 members 
Mstep: Class 12 contains 14855 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 5443 members 
Mstep: Class 15 contains 26781 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 253151 members 
Mstep: Class 20 contains 145270 members 
Mstep: Class 21 contains 2195 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 39863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608392.000000 Penalty: 28237.585938
Iteration 39Q: 23 clusters Score -3.860839e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4796 members 
Mstep: Class 3 contains 62189 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 33633 members 
Mstep: Class 8 contains 5545 members 
Mstep: Class 9 contains 13804 members 
Mstep: Class 10 contains 82736 members 
Mstep: Class 11 contains 10403 members 
Mstep: Class 12 contains 14838 members 
Mstep: Class 13 contains 2785 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 15 contains 26731 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 4067 members 
Mstep: Class 18 contains 253765 members 
Mstep: Class 20 contains 145704 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 39052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608904.000000 Penalty: 28237.585938
Iteration 40F: 23 clusters Score -3.86089e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 61990 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 33543 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 13777 members 
Mstep: Class 10 contains 82840 members 
Mstep: Class 11 contains 10369 members 
Mstep: Class 12 contains 14833 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 5467 members 
Mstep: Class 15 contains 26674 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 254330 members 
Mstep: Class 20 contains 146082 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 38250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609100.000000 Penalty: 28237.585938
Iteration 41Q: 23 clusters Score -3.86091e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 61817 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 4268 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 33467 members 
Mstep: Class 8 contains 5369 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 10 contains 82918 members 
Mstep: Class 11 contains 10326 members 
Mstep: Class 12 contains 14834 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 5482 members 
Mstep: Class 15 contains 26627 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 254851 members 
Mstep: Class 20 contains 146453 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 37526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609292.000000 Penalty: 28237.585938
Iteration 42Q: 23 clusters Score -3.860929e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 61659 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 33379 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 13732 members 
Mstep: Class 10 contains 82993 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 5495 members 
Mstep: Class 15 contains 26583 members 
Mstep: Class 16 contains 5893 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 255394 members 
Mstep: Class 20 contains 146792 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 36818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609444.000000 Penalty: 28237.585938
Iteration 43Q: 23 clusters Score -3.860944e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4765 members 
Mstep: Class 3 contains 61545 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 33304 members 
Mstep: Class 8 contains 5209 members 
Mstep: Class 9 contains 13707 members 
Mstep: Class 10 contains 83049 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 14826 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 5511 members 
Mstep: Class 15 contains 26546 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 255912 members 
Mstep: Class 20 contains 147075 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 36179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609516.000000 Penalty: 28237.585938
Iteration 44Q: 23 clusters Score -3.860952e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 61443 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 33211 members 
Mstep: Class 8 contains 5157 members 
Mstep: Class 9 contains 13680 members 
Mstep: Class 10 contains 83116 members 
Mstep: Class 11 contains 10219 members 
Mstep: Class 12 contains 14831 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 5525 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 6027 members 
Mstep: Class 17 contains 4334 members 
Mstep: Class 18 contains 256377 members 
Mstep: Class 20 contains 147331 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 35611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609564.000000 Penalty: 28237.585938
Iteration 45Q: 23 clusters Score -3.860956e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 61324 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 33141 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 13657 members 
Mstep: Class 10 contains 83169 members 
Mstep: Class 11 contains 10191 members 
Mstep: Class 12 contains 14834 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 5534 members 
Mstep: Class 15 contains 26491 members 
Mstep: Class 16 contains 6079 members 
Mstep: Class 17 contains 4375 members 
Mstep: Class 18 contains 256831 members 
Mstep: Class 20 contains 147545 members 
Mstep: Class 21 contains 2488 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 35102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609516.000000 Penalty: 28237.585938
Iteration 46Q: 23 clusters Score -3.860952e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 61219 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 33075 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 13644 members 
Mstep: Class 10 contains 83211 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 14830 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 26463 members 
Mstep: Class 16 contains 6139 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 257260 members 
Mstep: Class 20 contains 147685 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 34627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609576.000000 Penalty: 28237.585938
Iteration 47Q: 23 clusters Score -3.860958e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 61130 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 33011 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 13630 members 
Mstep: Class 10 contains 83232 members 
Mstep: Class 11 contains 10154 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 5551 members 
Mstep: Class 15 contains 26443 members 
Mstep: Class 16 contains 6194 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 18 contains 257707 members 
Mstep: Class 20 contains 147797 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 3251 members 
Mstep: Class 23 contains 34153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609712.000000 Penalty: 28237.585938
Iteration 48Q: 23 clusters Score -3.860971e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 61011 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 4188 members 
Mstep: Class 6 contains 3727 members 
Mstep: Class 7 contains 32959 members 
Mstep: Class 8 contains 4938 members 
Mstep: Class 9 contains 13622 members 
Mstep: Class 10 contains 83254 members 
Mstep: Class 11 contains 10149 members 
Mstep: Class 12 contains 14820 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 5554 members 
Mstep: Class 15 contains 26431 members 
Mstep: Class 16 contains 6246 members 
Mstep: Class 17 contains 4532 members 
Mstep: Class 18 contains 258140 members 
Mstep: Class 20 contains 147886 members 
Mstep: Class 21 contains 2545 members 
Mstep: Class 22 contains 3254 members 
Mstep: Class 23 contains 33711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609708.000000 Penalty: 28237.585938
Iteration 49Q: 23 clusters Score -3.860971e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 60844 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 4188 members 
Mstep: Class 6 contains 3764 members 
Mstep: Class 7 contains 32929 members 
Mstep: Class 8 contains 4880 members 
Mstep: Class 9 contains 13611 members 
Mstep: Class 10 contains 83294 members 
Mstep: Class 11 contains 10137 members 
Mstep: Class 12 contains 14818 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 5545 members 
Mstep: Class 15 contains 26423 members 
Mstep: Class 16 contains 6292 members 
Mstep: Class 17 contains 4594 members 
Mstep: Class 18 contains 258562 members 
Mstep: Class 20 contains 147972 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 3254 members 
Mstep: Class 23 contains 33318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609744.000000 Penalty: 28237.585938
Iteration 50Q: 23 clusters Score -3.860974e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 60676 members 
Mstep: Class 4 contains 3342 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 6 contains 3799 members 
Mstep: Class 7 contains 32894 members 
Mstep: Class 8 contains 4821 members 
Mstep: Class 9 contains 13600 members 
Mstep: Class 10 contains 83321 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 26419 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 258950 members 
Mstep: Class 20 contains 148070 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 3250 members 
Mstep: Class 23 contains 32963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609820.000000 Penalty: 28237.585938
Iteration 51Q: 23 clusters Score -3.860982e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4796 members 
Mstep: Class 3 contains 60537 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 32853 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 13590 members 
Mstep: Class 10 contains 83355 members 
Mstep: Class 11 contains 10111 members 
Mstep: Class 12 contains 14814 members 
Mstep: Class 13 contains 2484 members 
Mstep: Class 14 contains 5539 members 
Mstep: Class 15 contains 26408 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 4756 members 
Mstep: Class 18 contains 259335 members 
Mstep: Class 20 contains 148162 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 3250 members 
Mstep: Class 23 contains 32593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609940.000000 Penalty: 28237.585938
Iteration 52Q: 23 clusters Score -3.860994e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 60383 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 32805 members 
Mstep: Class 8 contains 4722 members 
Mstep: Class 9 contains 13581 members 
Mstep: Class 10 contains 83393 members 
Mstep: Class 11 contains 10106 members 
Mstep: Class 12 contains 14816 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 5518 members 
Mstep: Class 15 contains 26401 members 
Mstep: Class 16 contains 6433 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 259727 members 
Mstep: Class 20 contains 148228 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 32253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610044.000000 Penalty: 28237.585938
Iteration 53Q: 23 clusters Score -3.861004e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 60226 members 
Mstep: Class 4 contains 3349 members 
Mstep: Class 5 contains 4157 members 
Mstep: Class 6 contains 3883 members 
Mstep: Class 7 contains 32772 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 13573 members 
Mstep: Class 10 contains 83427 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 14816 members 
Mstep: Class 13 contains 2460 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 26391 members 
Mstep: Class 16 contains 6463 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 18 contains 260108 members 
Mstep: Class 20 contains 148283 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 3236 members 
Mstep: Class 23 contains 31936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610192.000000 Penalty: 28237.585938
Iteration 54Q: 23 clusters Score -3.861019e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 60047 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 32742 members 
Mstep: Class 8 contains 4649 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 83475 members 
Mstep: Class 11 contains 10085 members 
Mstep: Class 12 contains 14816 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 5492 members 
Mstep: Class 15 contains 26378 members 
Mstep: Class 16 contains 6499 members 
Mstep: Class 17 contains 4993 members 
Mstep: Class 18 contains 260513 members 
Mstep: Class 20 contains 148329 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 3234 members 
Mstep: Class 23 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610076.000000 Penalty: 28237.585938
Iteration 55Q: 23 clusters Score -3.861008e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 59871 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 32718 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 13549 members 
Mstep: Class 10 contains 83499 members 
Mstep: Class 11 contains 10077 members 
Mstep: Class 12 contains 14815 members 
Mstep: Class 13 contains 2437 members 
Mstep: Class 14 contains 5477 members 
Mstep: Class 15 contains 26365 members 
Mstep: Class 16 contains 6548 members 
Mstep: Class 17 contains 5054 members 
Mstep: Class 18 contains 260882 members 
Mstep: Class 20 contains 148367 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 31377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610152.000000 Penalty: 28237.585938
Iteration 56Q: 23 clusters Score -3.861015e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 59723 members 
Mstep: Class 4 contains 3358 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 32699 members 
Mstep: Class 8 contains 4589 members 
Mstep: Class 9 contains 13540 members 
Mstep: Class 10 contains 83528 members 
Mstep: Class 11 contains 10070 members 
Mstep: Class 12 contains 14818 members 
Mstep: Class 13 contains 2426 members 
Mstep: Class 14 contains 5446 members 
Mstep: Class 15 contains 26354 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 5115 members 
Mstep: Class 18 contains 261227 members 
Mstep: Class 20 contains 148417 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 3224 members 
Mstep: Class 23 contains 31121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610252.000000 Penalty: 28237.585938
Iteration 57Q: 23 clusters Score -3.861025e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 59594 members 
Mstep: Class 4 contains 3359 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 32684 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 83550 members 
Mstep: Class 11 contains 10069 members 
Mstep: Class 12 contains 14819 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 26343 members 
Mstep: Class 16 contains 6592 members 
Mstep: Class 17 contains 5183 members 
Mstep: Class 18 contains 261537 members 
Mstep: Class 20 contains 148436 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 3223 members 
Mstep: Class 23 contains 30892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610184.000000 Penalty: 28237.585938
Iteration 58Q: 23 clusters Score -3.861018e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 59470 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 4093 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 32679 members 
Mstep: Class 8 contains 4548 members 
Mstep: Class 9 contains 13531 members 
Mstep: Class 10 contains 83568 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 14821 members 
Mstep: Class 13 contains 2391 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 26334 members 
Mstep: Class 16 contains 6625 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 261826 members 
Mstep: Class 20 contains 148432 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 3224 members 
Mstep: Class 23 contains 30686 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 23 clusters Score -3.86102e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 59352 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 32670 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 13532 members 
Mstep: Class 10 contains 83583 members 
Mstep: Class 11 contains 10057 members 
Mstep: Class 12 contains 14822 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 26324 members 
Mstep: Class 16 contains 6665 members 
Mstep: Class 17 contains 5299 members 
Mstep: Class 18 contains 262108 members 
Mstep: Class 20 contains 148426 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 3216 members 
Mstep: Class 23 contains 30490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610136.000000 Penalty: 28237.585938
Iteration 60F: 23 clusters Score -3.861014e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 59223 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 4070 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 32665 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 13531 members 
Mstep: Class 10 contains 83586 members 
Mstep: Class 11 contains 10049 members 
Mstep: Class 12 contains 14822 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 15 contains 26324 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 5359 members 
Mstep: Class 18 contains 262408 members 
Mstep: Class 20 contains 148417 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 3213 members 
Mstep: Class 23 contains 30298 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -3.861022e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4817 members 
Mstep: Class 3 contains 59048 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 32646 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 83597 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 14826 members 
Mstep: Class 13 contains 2358 members 
Mstep: Class 14 contains 5356 members 
Mstep: Class 15 contains 26321 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 262725 members 
Mstep: Class 20 contains 148406 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 3213 members 
Mstep: Class 23 contains 30121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610316.000000 Penalty: 28237.585938
Iteration 62Q: 23 clusters Score -3.861032e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 58886 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 32632 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 13526 members 
Mstep: Class 10 contains 83610 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 5341 members 
Mstep: Class 15 contains 26316 members 
Mstep: Class 16 contains 6772 members 
Mstep: Class 17 contains 5487 members 
Mstep: Class 18 contains 263019 members 
Mstep: Class 20 contains 148389 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 3212 members 
Mstep: Class 23 contains 29964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610416.000000 Penalty: 28237.585938
Iteration 63Q: 23 clusters Score -3.861042e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4817 members 
Mstep: Class 3 contains 58725 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 4125 members 
Mstep: Class 7 contains 32610 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 13526 members 
Mstep: Class 10 contains 83621 members 
Mstep: Class 11 contains 10016 members 
Mstep: Class 12 contains 14826 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 26307 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 263314 members 
Mstep: Class 20 contains 148372 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 3210 members 
Mstep: Class 23 contains 29816 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 23 clusters Score -3.861038e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4816 members 
Mstep: Class 3 contains 58580 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 32588 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 83629 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 26298 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 5612 members 
Mstep: Class 18 contains 263613 members 
Mstep: Class 20 contains 148335 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 3207 members 
Mstep: Class 23 contains 29671 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 23 clusters Score -3.86104e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4816 members 
Mstep: Class 3 contains 58446 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 4036 members 
Mstep: Class 6 contains 4176 members 
Mstep: Class 7 contains 32575 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 83641 members 
Mstep: Class 11 contains 9988 members 
Mstep: Class 12 contains 14830 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 26287 members 
Mstep: Class 16 contains 6882 members 
Mstep: Class 17 contains 5676 members 
Mstep: Class 18 contains 263890 members 
Mstep: Class 20 contains 148299 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 29526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610380.000000 Penalty: 28237.585938
Iteration 66Q: 23 clusters Score -3.861038e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4816 members 
Mstep: Class 3 contains 58292 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 32572 members 
Mstep: Class 8 contains 4412 members 
Mstep: Class 9 contains 13526 members 
Mstep: Class 10 contains 83651 members 
Mstep: Class 11 contains 9978 members 
Mstep: Class 12 contains 14830 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 26283 members 
Mstep: Class 16 contains 6904 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 264176 members 
Mstep: Class 20 contains 148266 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 29394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610444.000000 Penalty: 28237.585938
Iteration 67Q: 23 clusters Score -3.861044e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4817 members 
Mstep: Class 3 contains 58165 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 4029 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 32557 members 
Mstep: Class 8 contains 4392 members 
Mstep: Class 9 contains 13525 members 
Mstep: Class 10 contains 83658 members 
Mstep: Class 11 contains 9970 members 
Mstep: Class 12 contains 14831 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 5278 members 
Mstep: Class 15 contains 26274 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 5777 members 
Mstep: Class 18 contains 264453 members 
Mstep: Class 20 contains 148234 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 3203 members 
Mstep: Class 23 contains 29251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610424.000000 Penalty: 28237.585938
Iteration 68Q: 23 clusters Score -3.861042e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 58047 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 32548 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 13524 members 
Mstep: Class 10 contains 83666 members 
Mstep: Class 11 contains 9962 members 
Mstep: Class 12 contains 14831 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 26269 members 
Mstep: Class 16 contains 6957 members 
Mstep: Class 17 contains 5819 members 
Mstep: Class 18 contains 264725 members 
Mstep: Class 20 contains 148196 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 3203 members 
Mstep: Class 23 contains 29094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610384.000000 Penalty: 28237.585938
Iteration 69Q: 23 clusters Score -3.861038e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 4820 members 
Mstep: Class 3 contains 57905 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 4255 members 
Mstep: Class 7 contains 32538 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 13523 members 
Mstep: Class 10 contains 83676 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 5268 members 
Mstep: Class 15 contains 26263 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 5864 members 
Mstep: Class 18 contains 264988 members 
Mstep: Class 20 contains 148164 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 3200 members 
Mstep: Class 23 contains 28963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610420.000000 Penalty: 28237.585938
Iteration 70Q: 23 clusters Score -3.861042e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 57747 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 32523 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 13520 members 
Mstep: Class 10 contains 83687 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 5255 members 
Mstep: Class 15 contains 26258 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 5915 members 
Mstep: Class 18 contains 265245 members 
Mstep: Class 20 contains 148143 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 28846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610532.000000 Penalty: 28237.585938
Iteration 71Q: 23 clusters Score -3.861053e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 57617 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 4296 members 
Mstep: Class 7 contains 32507 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 13518 members 
Mstep: Class 10 contains 83693 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 14831 members 
Mstep: Class 13 contains 2271 members 
Mstep: Class 14 contains 5235 members 
Mstep: Class 15 contains 26250 members 
Mstep: Class 16 contains 7064 members 
Mstep: Class 17 contains 5970 members 
Mstep: Class 18 contains 265497 members 
Mstep: Class 20 contains 148107 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 28747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610516.000000 Penalty: 28237.585938
Iteration 72Q: 23 clusters Score -3.861052e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4816 members 
Mstep: Class 3 contains 57461 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 32496 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 13518 members 
Mstep: Class 10 contains 83702 members 
Mstep: Class 11 contains 9933 members 
Mstep: Class 12 contains 14829 members 
Mstep: Class 13 contains 2265 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 26243 members 
Mstep: Class 16 contains 7108 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 265723 members 
Mstep: Class 20 contains 148070 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 28670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610664.000000 Penalty: 28237.585938
Iteration 73Q: 23 clusters Score -3.861066e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4817 members 
Mstep: Class 3 contains 57286 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 32470 members 
Mstep: Class 8 contains 4319 members 
Mstep: Class 9 contains 13518 members 
Mstep: Class 10 contains 83708 members 
Mstep: Class 11 contains 9926 members 
Mstep: Class 12 contains 14831 members 
Mstep: Class 13 contains 2256 members 
Mstep: Class 14 contains 5207 members 
Mstep: Class 15 contains 26236 members 
Mstep: Class 16 contains 7151 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 265978 members 
Mstep: Class 20 contains 148036 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 3200 members 
Mstep: Class 23 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610656.000000 Penalty: 28237.585938
Iteration 74Q: 23 clusters Score -3.861066e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 4821 members 
Mstep: Class 3 contains 57110 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 7 contains 32446 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 13515 members 
Mstep: Class 10 contains 83710 members 
Mstep: Class 11 contains 9925 members 
Mstep: Class 12 contains 14826 members 
Mstep: Class 13 contains 2253 members 
Mstep: Class 14 contains 5195 members 
Mstep: Class 15 contains 26231 members 
Mstep: Class 16 contains 7189 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 266236 members 
Mstep: Class 20 contains 148019 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 3200 members 
Mstep: Class 23 contains 28494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610600.000000 Penalty: 28237.585938
Iteration 75Q: 23 clusters Score -3.86106e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 56927 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 3967 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 7 contains 32418 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 13515 members 
Mstep: Class 10 contains 83717 members 
Mstep: Class 11 contains 9919 members 
Mstep: Class 12 contains 14825 members 
Mstep: Class 13 contains 2254 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 26224 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 266505 members 
Mstep: Class 20 contains 147980 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 3197 members 
Mstep: Class 23 contains 28408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610628.000000 Penalty: 28237.585938
Iteration 76Q: 23 clusters Score -3.861063e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 4825 members 
Mstep: Class 3 contains 56755 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 32399 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 13514 members 
Mstep: Class 10 contains 83721 members 
Mstep: Class 11 contains 9909 members 
Mstep: Class 12 contains 14821 members 
Mstep: Class 13 contains 2255 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 26218 members 
Mstep: Class 16 contains 7307 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 266755 members 
Mstep: Class 20 contains 147930 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 3201 members 
Mstep: Class 23 contains 28325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610620.000000 Penalty: 28237.585938
Iteration 77Q: 23 clusters Score -3.861062e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 56573 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 32378 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 13511 members 
Mstep: Class 10 contains 83718 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 14819 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 5156 members 
Mstep: Class 15 contains 26213 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 267020 members 
Mstep: Class 20 contains 147858 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 3197 members 
Mstep: Class 23 contains 28251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610600.000000 Penalty: 28237.585938
Iteration 78Q: 23 clusters Score -3.86106e+07 nChanged 568
Entering ConstructFrom: 
Score: -38610600.000000 Penalty: 28237.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Entering Unmasked Estep 
Score: -514526.375000 Penalty: 869.346436
	Iteration 0F: 2 clusters Score -514526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -508120.250000 Penalty: 1738.692871
	Iteration 0F: 3 clusters Score -508120.2 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -510451.531250 Penalty: 1738.692871
	Iteration 1F: 3 clusters Score -510451.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -510700.031250 Penalty: 1738.692871
	Iteration 2F: 3 clusters Score -510700 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -510942.093750 Penalty: 1738.692871
	Iteration 3Q: 3 clusters Score -510942.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -511214.375000 Penalty: 1738.692871
	Iteration 4Q: 3 clusters Score -511214.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -511470.875000 Penalty: 1738.692871
	Iteration 5Q: 3 clusters Score -511470.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -511724.000000 Penalty: 1738.692871
	Iteration 6Q: 3 clusters Score -511724 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -512034.000000 Penalty: 1738.692871
	Iteration 7Q: 3 clusters Score -512034 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -512347.687500 Penalty: 1738.692871
	Iteration 8Q: 3 clusters Score -512347.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -512668.750000 Penalty: 1738.692871
	Iteration 9Q: 3 clusters Score -512668.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -512949.625000 Penalty: 1738.692871
	Iteration 10Q: 3 clusters Score -512949.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -513163.968750 Penalty: 1738.692871
	Iteration 11Q: 3 clusters Score -513164 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -513333.875000 Penalty: 1738.692871
	Iteration 12Q: 3 clusters Score -513333.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -513465.031250 Penalty: 1738.692871
	Iteration 13Q: 3 clusters Score -513465 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -513582.656250 Penalty: 1738.692871
	Iteration 14Q: 3 clusters Score -513582.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -513653.812500 Penalty: 1738.692871
	Iteration 15Q: 3 clusters Score -513653.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -513703.250000 Penalty: 1738.692871
	Iteration 16Q: 3 clusters Score -513703.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -513730.875000 Penalty: 1738.692871
	Iteration 17Q: 3 clusters Score -513730.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -513743.281250 Penalty: 1738.692871
	Iteration 18Q: 3 clusters Score -513743.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -513753.312500 Penalty: 1738.692871
	Iteration 19Q: 3 clusters Score -513753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -513761.562500 Penalty: 1738.692871
	Iteration 20F: 3 clusters Score -513761.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -513771.031250 Penalty: 1738.692871
	Iteration 21Q: 3 clusters Score -513771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -513775.312500 Penalty: 1738.692871
	Iteration 22Q: 3 clusters Score -513775.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -513777.687500 Penalty: 1738.692871
	Iteration 23Q: 3 clusters Score -513777.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -513782.250000 Penalty: 1738.692871
	Iteration 24Q: 3 clusters Score -513782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -513786.656250 Penalty: 1738.692871
	Iteration 25Q: 3 clusters Score -513786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -513789.000000 Penalty: 1738.692871
	Iteration 26Q: 3 clusters Score -513789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -513790.843750 Penalty: 1738.692871
	Iteration 27Q: 3 clusters Score -513790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -513790.812500 Penalty: 1738.692871
	Iteration 28Q: 3 clusters Score -513790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -513791.812500 Penalty: 1738.692871
	Iteration 29Q: 3 clusters Score -513791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -513793.562500 Penalty: 1738.692871
	Iteration 30Q: 3 clusters Score -513793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -513795.500000 Penalty: 1738.692871
	Iteration 31Q: 3 clusters Score -513795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -513797.031250 Penalty: 1738.692871
	Iteration 32Q: 3 clusters Score -513797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -513798.218750 Penalty: 1738.692871
	Iteration 33Q: 3 clusters Score -513798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -513800.000000 Penalty: 1738.692871
	Iteration 34Q: 3 clusters Score -513800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -513801.062500 Penalty: 1738.692871
	Iteration 35Q: 3 clusters Score -513801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -513801.062500 Penalty: 1738.692871
	Iteration 36F: 3 clusters Score -513801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -261763.671875 Penalty: 805.689636
	Iteration 0F: 2 clusters Score -261763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -258337.109375 Penalty: 1611.379272
	Iteration 0F: 3 clusters Score -258337.1 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -259558.000000 Penalty: 1611.379272
	Iteration 1F: 3 clusters Score -259558 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -259839.468750 Penalty: 1611.379272
	Iteration 2F: 3 clusters Score -259839.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -260016.421875 Penalty: 1611.379272
	Iteration 3F: 3 clusters Score -260016.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -260133.515625 Penalty: 1611.379272
	Iteration 4F: 3 clusters Score -260133.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -260227.625000 Penalty: 1611.379272
	Iteration 5Q: 3 clusters Score -260227.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -260300.671875 Penalty: 1611.379272
	Iteration 6Q: 3 clusters Score -260300.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -260347.406250 Penalty: 1611.379272
	Iteration 7Q: 3 clusters Score -260347.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -260398.390625 Penalty: 1611.379272
	Iteration 8Q: 3 clusters Score -260398.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -260443.453125 Penalty: 1611.379272
	Iteration 9Q: 3 clusters Score -260443.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -260476.750000 Penalty: 1611.379272
	Iteration 10Q: 3 clusters Score -260476.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -260510.015625 Penalty: 1611.379272
	Iteration 11Q: 3 clusters Score -260510 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -260543.171875 Penalty: 1611.379272
	Iteration 12Q: 3 clusters Score -260543.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -260572.343750 Penalty: 1611.379272
	Iteration 13Q: 3 clusters Score -260572.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -260600.843750 Penalty: 1611.379272
	Iteration 14Q: 3 clusters Score -260600.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -260631.171875 Penalty: 1611.379272
	Iteration 15Q: 3 clusters Score -260631.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -260668.468750 Penalty: 1611.379272
	Iteration 16Q: 3 clusters Score -260668.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -260711.093750 Penalty: 1611.379272
	Iteration 17Q: 3 clusters Score -260711.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -260747.656250 Penalty: 1611.379272
	Iteration 18Q: 3 clusters Score -260747.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -260777.906250 Penalty: 1611.379272
	Iteration 19Q: 3 clusters Score -260777.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -260806.000000 Penalty: 1611.379272
	Iteration 20F: 3 clusters Score -260806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -260836.093750 Penalty: 1611.379272
	Iteration 21Q: 3 clusters Score -260836.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -260863.859375 Penalty: 1611.379272
	Iteration 22Q: 3 clusters Score -260863.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -260893.531250 Penalty: 1611.379272
	Iteration 23Q: 3 clusters Score -260893.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -260922.125000 Penalty: 1611.379272
	Iteration 24Q: 3 clusters Score -260922.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -260946.375000 Penalty: 1611.379272
	Iteration 25Q: 3 clusters Score -260946.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -260965.328125 Penalty: 1611.379272
	Iteration 26Q: 3 clusters Score -260965.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -260986.406250 Penalty: 1611.379272
	Iteration 27Q: 3 clusters Score -260986.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -261008.390625 Penalty: 1611.379272
	Iteration 28Q: 3 clusters Score -261008.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -261029.875000 Penalty: 1611.379272
	Iteration 29Q: 3 clusters Score -261029.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -261050.328125 Penalty: 1611.379272
	Iteration 30Q: 3 clusters Score -261050.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -261066.671875 Penalty: 1611.379272
	Iteration 31Q: 3 clusters Score -261066.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -261080.609375 Penalty: 1611.379272
	Iteration 32Q: 3 clusters Score -261080.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -261100.515625 Penalty: 1611.379272
	Iteration 33Q: 3 clusters Score -261100.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -261115.906250 Penalty: 1611.379272
	Iteration 34Q: 3 clusters Score -261115.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -261128.781250 Penalty: 1611.379272
	Iteration 35Q: 3 clusters Score -261128.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -261138.046875 Penalty: 1611.379272
	Iteration 36Q: 3 clusters Score -261138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -261148.078125 Penalty: 1611.379272
	Iteration 37Q: 3 clusters Score -261148.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -261158.359375 Penalty: 1611.379272
	Iteration 38Q: 3 clusters Score -261158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -261164.593750 Penalty: 1611.379272
	Iteration 39Q: 3 clusters Score -261164.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -261172.734375 Penalty: 1611.379272
	Iteration 40F: 3 clusters Score -261172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -261178.625000 Penalty: 1611.379272
	Iteration 41Q: 3 clusters Score -261178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -261183.281250 Penalty: 1611.379272
	Iteration 42Q: 3 clusters Score -261183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -261185.453125 Penalty: 1611.379272
	Iteration 43Q: 3 clusters Score -261185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -261187.296875 Penalty: 1611.379272
	Iteration 44Q: 3 clusters Score -261187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -261189.140625 Penalty: 1611.379272
	Iteration 45Q: 3 clusters Score -261189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -261192.843750 Penalty: 1611.379272
	Iteration 46Q: 3 clusters Score -261192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -261198.687500 Penalty: 1611.379272
	Iteration 47Q: 3 clusters Score -261198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -261205.906250 Penalty: 1611.379272
	Iteration 48Q: 3 clusters Score -261205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -261210.812500 Penalty: 1611.379272
	Iteration 49Q: 3 clusters Score -261210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -261213.125000 Penalty: 1611.379272
	Iteration 50Q: 3 clusters Score -261213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -261214.937500 Penalty: 1611.379272
	Iteration 51Q: 3 clusters Score -261214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -261216.375000 Penalty: 1611.379272
	Iteration 52Q: 3 clusters Score -261216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -261217.671875 Penalty: 1611.379272
	Iteration 53Q: 3 clusters Score -261217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -261219.578125 Penalty: 1611.379272
	Iteration 54Q: 3 clusters Score -261219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -261223.484375 Penalty: 1611.379272
	Iteration 55Q: 3 clusters Score -261223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -261225.156250 Penalty: 1611.379272
	Iteration 56Q: 3 clusters Score -261225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -261226.578125 Penalty: 1611.379272
	Iteration 57Q: 3 clusters Score -261226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -261227.578125 Penalty: 1611.379272
	Iteration 58Q: 3 clusters Score -261227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -261227.578125 Penalty: 1611.379272
	Iteration 59F: 3 clusters Score -261227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Entering Unmasked Estep 
Score: -2826715.000000 Penalty: 1039.309570
	Iteration 0F: 2 clusters Score -2826715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -2788827.500000 Penalty: 2078.619141
	Iteration 0F: 3 clusters Score -2788828 nChanged 26914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -2804917.250000 Penalty: 2078.619141
	Iteration 1F: 3 clusters Score -2804917 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -2806170.250000 Penalty: 2078.619141
	Iteration 2Q: 3 clusters Score -2806170 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -2807912.750000 Penalty: 2078.619141
	Iteration 3F: 3 clusters Score -2807913 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -2810073.750000 Penalty: 2078.619141
	Iteration 4F: 3 clusters Score -2810074 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2812314.000000 Penalty: 2078.619141
	Iteration 5F: 3 clusters Score -2812314 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -2814174.500000 Penalty: 2078.619141
	Iteration 6F: 3 clusters Score -2814174 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2815429.500000 Penalty: 2078.619141
	Iteration 7Q: 3 clusters Score -2815430 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -2816366.750000 Penalty: 2078.619141
	Iteration 8Q: 3 clusters Score -2816367 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2817201.500000 Penalty: 2078.619141
	Iteration 9Q: 3 clusters Score -2817202 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2817864.250000 Penalty: 2078.619141
	Iteration 10Q: 3 clusters Score -2817864 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2818375.250000 Penalty: 2078.619141
	Iteration 11Q: 3 clusters Score -2818375 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2818724.250000 Penalty: 2078.619141
	Iteration 12Q: 3 clusters Score -2818724 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2818999.750000 Penalty: 2078.619141
	Iteration 13Q: 3 clusters Score -2819000 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2819192.500000 Penalty: 2078.619141
	Iteration 14Q: 3 clusters Score -2819192 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2819346.000000 Penalty: 2078.619141
	Iteration 15Q: 3 clusters Score -2819346 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2819484.000000 Penalty: 2078.619141
	Iteration 16Q: 3 clusters Score -2819484 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2819623.750000 Penalty: 2078.619141
	Iteration 17Q: 3 clusters Score -2819624 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2819739.000000 Penalty: 2078.619141
	Iteration 18Q: 3 clusters Score -2819739 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2819853.250000 Penalty: 2078.619141
	Iteration 19Q: 3 clusters Score -2819853 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2819943.500000 Penalty: 2078.619141
	Iteration 20F: 3 clusters Score -2819944 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2820036.750000 Penalty: 2078.619141
	Iteration 21Q: 3 clusters Score -2820037 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2820112.750000 Penalty: 2078.619141
	Iteration 22Q: 3 clusters Score -2820113 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2820215.000000 Penalty: 2078.619141
	Iteration 23Q: 3 clusters Score -2820215 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2820273.500000 Penalty: 2078.619141
	Iteration 24Q: 3 clusters Score -2820274 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2820344.750000 Penalty: 2078.619141
	Iteration 25Q: 3 clusters Score -2820345 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2820412.250000 Penalty: 2078.619141
	Iteration 26Q: 3 clusters Score -2820412 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2820490.500000 Penalty: 2078.619141
	Iteration 27Q: 3 clusters Score -2820490 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2820552.750000 Penalty: 2078.619141
	Iteration 28Q: 3 clusters Score -2820553 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2820641.500000 Penalty: 2078.619141
	Iteration 29Q: 3 clusters Score -2820642 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2820693.250000 Penalty: 2078.619141
	Iteration 30Q: 3 clusters Score -2820693 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2820760.500000 Penalty: 2078.619141
	Iteration 31Q: 3 clusters Score -2820760 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2820820.000000 Penalty: 2078.619141
	Iteration 32Q: 3 clusters Score -2820820 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2820884.750000 Penalty: 2078.619141
	Iteration 33Q: 3 clusters Score -2820885 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2820956.750000 Penalty: 2078.619141
	Iteration 34Q: 3 clusters Score -2820957 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2821051.500000 Penalty: 2078.619141
	Iteration 35Q: 3 clusters Score -2821052 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2821127.000000 Penalty: 2078.619141
	Iteration 36Q: 3 clusters Score -2821127 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2821211.000000 Penalty: 2078.619141
	Iteration 37Q: 3 clusters Score -2821211 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2821304.500000 Penalty: 2078.619141
	Iteration 38Q: 3 clusters Score -2821304 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2821442.250000 Penalty: 2078.619141
	Iteration 39Q: 3 clusters Score -2821442 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2821527.500000 Penalty: 2078.619141
	Iteration 40F: 3 clusters Score -2821528 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2821670.000000 Penalty: 2078.619141
	Iteration 41Q: 3 clusters Score -2821670 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2821786.750000 Penalty: 2078.619141
	Iteration 42Q: 3 clusters Score -2821787 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2821884.500000 Penalty: 2078.619141
	Iteration 43Q: 3 clusters Score -2821884 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2822040.250000 Penalty: 2078.619141
	Iteration 44Q: 3 clusters Score -2822040 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2822217.000000 Penalty: 2078.619141
	Iteration 45Q: 3 clusters Score -2822217 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2822423.250000 Penalty: 2078.619141
	Iteration 46Q: 3 clusters Score -2822423 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2822676.500000 Penalty: 2078.619141
	Iteration 47Q: 3 clusters Score -2822676 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2822976.500000 Penalty: 2078.619141
	Iteration 48Q: 3 clusters Score -2822976 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2823343.000000 Penalty: 2078.619141
	Iteration 49Q: 3 clusters Score -2823343 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2823757.750000 Penalty: 2078.619141
	Iteration 50Q: 3 clusters Score -2823758 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2824195.750000 Penalty: 2078.619141
	Iteration 51Q: 3 clusters Score -2824196 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2824658.750000 Penalty: 2078.619141
	Iteration 52Q: 3 clusters Score -2824659 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2825154.500000 Penalty: 2078.619141
	Iteration 53Q: 3 clusters Score -2825154 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2825560.250000 Penalty: 2078.619141
	Iteration 54Q: 3 clusters Score -2825560 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2825849.750000 Penalty: 2078.619141
	Iteration 55Q: 3 clusters Score -2825850 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2826034.500000 Penalty: 2078.619141
	Iteration 56Q: 3 clusters Score -2826034 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2826184.750000 Penalty: 2078.619141
	Iteration 57Q: 3 clusters Score -2826185 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2826267.750000 Penalty: 2078.619141
	Iteration 58Q: 3 clusters Score -2826268 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2826327.500000 Penalty: 2078.619141
	Iteration 59Q: 3 clusters Score -2826328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2826376.250000 Penalty: 2078.619141
	Iteration 60F: 3 clusters Score -2826376 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2826403.750000 Penalty: 2078.619141
	Iteration 61Q: 3 clusters Score -2826404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2826447.250000 Penalty: 2078.619141
	Iteration 62Q: 3 clusters Score -2826447 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2826511.000000 Penalty: 2078.619141
	Iteration 63Q: 3 clusters Score -2826511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2826555.250000 Penalty: 2078.619141
	Iteration 64Q: 3 clusters Score -2826555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2826585.500000 Penalty: 2078.619141
	Iteration 65Q: 3 clusters Score -2826586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2826601.500000 Penalty: 2078.619141
	Iteration 66Q: 3 clusters Score -2826602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2826615.500000 Penalty: 2078.619141
	Iteration 67Q: 3 clusters Score -2826616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2826628.250000 Penalty: 2078.619141
	Iteration 68Q: 3 clusters Score -2826628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2826635.750000 Penalty: 2078.619141
	Iteration 69Q: 3 clusters Score -2826636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2826640.250000 Penalty: 2078.619141
	Iteration 70Q: 3 clusters Score -2826640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2826646.750000 Penalty: 2078.619141
	Iteration 71Q: 3 clusters Score -2826647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2826653.000000 Penalty: 2078.619141
	Iteration 72Q: 3 clusters Score -2826653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2826651.000000 Penalty: 2078.619141
	Iteration 73Q: 3 clusters Score -2826651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2826658.000000 Penalty: 2078.619141
	Iteration 74Q: 3 clusters Score -2826658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2826659.000000 Penalty: 2078.619141
	Iteration 75Q: 3 clusters Score -2826659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2826659.250000 Penalty: 2078.619141
	Iteration 76Q: 3 clusters Score -2826659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2826659.500000 Penalty: 2078.619141
	Iteration 77Q: 3 clusters Score -2826660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2826661.000000 Penalty: 2078.619141
	Iteration 78Q: 3 clusters Score -2826661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2826660.750000 Penalty: 2078.619141
	Iteration 79Q: 3 clusters Score -2826661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2826660.750000 Penalty: 2078.619141
	Iteration 80F: 3 clusters Score -2826661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -164293.718750 Penalty: 771.455872
	Iteration 0F: 2 clusters Score -164293.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -161794.203125 Penalty: 1542.911743
	Iteration 0F: 3 clusters Score -161794.2 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -162796.078125 Penalty: 1542.911743
	Iteration 1F: 3 clusters Score -162796.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -163274.968750 Penalty: 1542.911743
	Iteration 2F: 3 clusters Score -163275 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -163662.703125 Penalty: 1542.911743
	Iteration 3F: 3 clusters Score -163662.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -163879.359375 Penalty: 1542.911743
	Iteration 4F: 3 clusters Score -163879.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -163987.484375 Penalty: 1542.911743
	Iteration 5Q: 3 clusters Score -163987.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -164042.656250 Penalty: 1542.911743
	Iteration 6Q: 3 clusters Score -164042.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -164066.875000 Penalty: 1542.911743
	Iteration 7Q: 3 clusters Score -164066.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -164077.671875 Penalty: 1542.911743
	Iteration 8Q: 3 clusters Score -164077.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -164081.593750 Penalty: 1542.911743
	Iteration 9Q: 3 clusters Score -164081.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -164087.968750 Penalty: 1542.911743
	Iteration 10Q: 3 clusters Score -164088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -164092.109375 Penalty: 1542.911743
	Iteration 11Q: 3 clusters Score -164092.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -164094.453125 Penalty: 1542.911743
	Iteration 12Q: 3 clusters Score -164094.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -164096.296875 Penalty: 1542.911743
	Iteration 13Q: 3 clusters Score -164096.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -164097.625000 Penalty: 1542.911743
	Iteration 14Q: 3 clusters Score -164097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -164098.265625 Penalty: 1542.911743
	Iteration 15Q: 3 clusters Score -164098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -164098.437500 Penalty: 1542.911743
	Iteration 16Q: 3 clusters Score -164098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -164099.312500 Penalty: 1542.911743
	Iteration 17Q: 3 clusters Score -164099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -164101.359375 Penalty: 1542.911743
	Iteration 18Q: 3 clusters Score -164101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -164105.796875 Penalty: 1542.911743
	Iteration 19Q: 3 clusters Score -164105.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -164110.390625 Penalty: 1542.911743
	Iteration 20F: 3 clusters Score -164110.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -164117.203125 Penalty: 1542.911743
	Iteration 21Q: 3 clusters Score -164117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -164125.265625 Penalty: 1542.911743
	Iteration 22Q: 3 clusters Score -164125.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -164131.031250 Penalty: 1542.911743
	Iteration 23Q: 3 clusters Score -164131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -164134.078125 Penalty: 1542.911743
	Iteration 24Q: 3 clusters Score -164134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -164136.562500 Penalty: 1542.911743
	Iteration 25Q: 3 clusters Score -164136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -164140.125000 Penalty: 1542.911743
	Iteration 26Q: 3 clusters Score -164140.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -164143.187500 Penalty: 1542.911743
	Iteration 27Q: 3 clusters Score -164143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -164144.140625 Penalty: 1542.911743
	Iteration 28Q: 3 clusters Score -164144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -164144.140625 Penalty: 1542.911743
	Iteration 29F: 3 clusters Score -164144.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -214164.437500 Penalty: 786.715698
	Iteration 0F: 2 clusters Score -214164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -211287.375000 Penalty: 1573.431396
	Iteration 0F: 3 clusters Score -211287.4 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -212136.640625 Penalty: 1573.431396
	Iteration 1F: 3 clusters Score -212136.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -212310.218750 Penalty: 1573.431396
	Iteration 2F: 3 clusters Score -212310.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -212485.078125 Penalty: 1573.431396
	Iteration 3F: 3 clusters Score -212485.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -212659.328125 Penalty: 1573.431396
	Iteration 4F: 3 clusters Score -212659.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -212838.281250 Penalty: 1573.431396
	Iteration 5F: 3 clusters Score -212838.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -213065.250000 Penalty: 1573.431396
	Iteration 6F: 3 clusters Score -213065.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -213288.968750 Penalty: 1573.431396
	Iteration 7F: 3 clusters Score -213289 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -213483.625000 Penalty: 1573.431396
	Iteration 8Q: 3 clusters Score -213483.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -213609.781250 Penalty: 1573.431396
	Iteration 9Q: 3 clusters Score -213609.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -213662.953125 Penalty: 1573.431396
	Iteration 10Q: 3 clusters Score -213663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -213686.625000 Penalty: 1573.431396
	Iteration 11Q: 3 clusters Score -213686.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -213697.015625 Penalty: 1573.431396
	Iteration 12Q: 3 clusters Score -213697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -213701.578125 Penalty: 1573.431396
	Iteration 13Q: 3 clusters Score -213701.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -213704.515625 Penalty: 1573.431396
	Iteration 14Q: 3 clusters Score -213704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -213706.828125 Penalty: 1573.431396
	Iteration 15Q: 3 clusters Score -213706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -213709.125000 Penalty: 1573.431396
	Iteration 16Q: 3 clusters Score -213709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -213709.359375 Penalty: 1573.431396
	Iteration 17Q: 3 clusters Score -213709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -213709.671875 Penalty: 1573.431396
	Iteration 18Q: 3 clusters Score -213709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -213709.703125 Penalty: 1573.431396
	Iteration 19Q: 3 clusters Score -213709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -213710.390625 Penalty: 1573.431396
	Iteration 20F: 3 clusters Score -213710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -213710.390625 Penalty: 1573.431396
	Iteration 21Q: 3 clusters Score -213710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -213710.390625 Penalty: 1573.431396
	Iteration 22Q: 3 clusters Score -213710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -213711.109375 Penalty: 1573.431396
	Iteration 23Q: 3 clusters Score -213711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -213711.109375 Penalty: 1573.431396
	Iteration 24F: 3 clusters Score -213711.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -217737.953125 Penalty: 796.360962
	Iteration 0F: 2 clusters Score -217738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -214527.640625 Penalty: 1592.721924
	Iteration 0F: 3 clusters Score -214527.6 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -215499.218750 Penalty: 1592.721924
	Iteration 1F: 3 clusters Score -215499.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -215641.062500 Penalty: 1592.721924
	Iteration 2F: 3 clusters Score -215641.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -215765.828125 Penalty: 1592.721924
	Iteration 3F: 3 clusters Score -215765.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -215855.500000 Penalty: 1592.721924
	Iteration 4Q: 3 clusters Score -215855.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -215948.078125 Penalty: 1592.721924
	Iteration 5Q: 3 clusters Score -215948.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -216048.859375 Penalty: 1592.721924
	Iteration 6Q: 3 clusters Score -216048.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -216140.421875 Penalty: 1592.721924
	Iteration 7Q: 3 clusters Score -216140.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -216222.328125 Penalty: 1592.721924
	Iteration 8Q: 3 clusters Score -216222.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -216316.140625 Penalty: 1592.721924
	Iteration 9Q: 3 clusters Score -216316.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -216393.953125 Penalty: 1592.721924
	Iteration 10Q: 3 clusters Score -216394 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -216468.796875 Penalty: 1592.721924
	Iteration 11Q: 3 clusters Score -216468.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -216538.156250 Penalty: 1592.721924
	Iteration 12Q: 3 clusters Score -216538.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -216603.375000 Penalty: 1592.721924
	Iteration 13Q: 3 clusters Score -216603.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -216662.390625 Penalty: 1592.721924
	Iteration 14Q: 3 clusters Score -216662.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -216734.375000 Penalty: 1592.721924
	Iteration 15Q: 3 clusters Score -216734.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -216801.796875 Penalty: 1592.721924
	Iteration 16Q: 3 clusters Score -216801.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -216842.375000 Penalty: 1592.721924
	Iteration 17Q: 3 clusters Score -216842.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -216871.156250 Penalty: 1592.721924
	Iteration 18Q: 3 clusters Score -216871.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216897.421875 Penalty: 1592.721924
	Iteration 19Q: 3 clusters Score -216897.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -216919.171875 Penalty: 1592.721924
	Iteration 20F: 3 clusters Score -216919.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -216937.031250 Penalty: 1592.721924
	Iteration 21Q: 3 clusters Score -216937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -216954.921875 Penalty: 1592.721924
	Iteration 22Q: 3 clusters Score -216954.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -216980.093750 Penalty: 1592.721924
	Iteration 23Q: 3 clusters Score -216980.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -216998.984375 Penalty: 1592.721924
	Iteration 24Q: 3 clusters Score -216999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -217013.109375 Penalty: 1592.721924
	Iteration 25Q: 3 clusters Score -217013.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -217023.687500 Penalty: 1592.721924
	Iteration 26Q: 3 clusters Score -217023.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -217032.515625 Penalty: 1592.721924
	Iteration 27Q: 3 clusters Score -217032.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -217041.078125 Penalty: 1592.721924
	Iteration 28Q: 3 clusters Score -217041.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -217050.984375 Penalty: 1592.721924
	Iteration 29Q: 3 clusters Score -217051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -217061.359375 Penalty: 1592.721924
	Iteration 30Q: 3 clusters Score -217061.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -217072.890625 Penalty: 1592.721924
	Iteration 31Q: 3 clusters Score -217072.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -217084.609375 Penalty: 1592.721924
	Iteration 32Q: 3 clusters Score -217084.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -217095.453125 Penalty: 1592.721924
	Iteration 33Q: 3 clusters Score -217095.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -217109.437500 Penalty: 1592.721924
	Iteration 34Q: 3 clusters Score -217109.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -217123.796875 Penalty: 1592.721924
	Iteration 35Q: 3 clusters Score -217123.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -217139.875000 Penalty: 1592.721924
	Iteration 36Q: 3 clusters Score -217139.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -217161.875000 Penalty: 1592.721924
	Iteration 37Q: 3 clusters Score -217161.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -217184.515625 Penalty: 1592.721924
	Iteration 38Q: 3 clusters Score -217184.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -217197.546875 Penalty: 1592.721924
	Iteration 39Q: 3 clusters Score -217197.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -217206.687500 Penalty: 1592.721924
	Iteration 40F: 3 clusters Score -217206.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -217217.859375 Penalty: 1592.721924
	Iteration 41Q: 3 clusters Score -217217.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -217226.234375 Penalty: 1592.721924
	Iteration 42Q: 3 clusters Score -217226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -217231.687500 Penalty: 1592.721924
	Iteration 43Q: 3 clusters Score -217231.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -217237.531250 Penalty: 1592.721924
	Iteration 44Q: 3 clusters Score -217237.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -217244.406250 Penalty: 1592.721924
	Iteration 45Q: 3 clusters Score -217244.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -217248.765625 Penalty: 1592.721924
	Iteration 46Q: 3 clusters Score -217248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -217251.765625 Penalty: 1592.721924
	Iteration 47Q: 3 clusters Score -217251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -217253.984375 Penalty: 1592.721924
	Iteration 48Q: 3 clusters Score -217254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -217255.000000 Penalty: 1592.721924
	Iteration 49Q: 3 clusters Score -217255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -217255.468750 Penalty: 1592.721924
	Iteration 50Q: 3 clusters Score -217255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -217256.859375 Penalty: 1592.721924
	Iteration 51Q: 3 clusters Score -217256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -217257.171875 Penalty: 1592.721924
	Iteration 52Q: 3 clusters Score -217257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -217257.343750 Penalty: 1592.721924
	Iteration 53Q: 3 clusters Score -217257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -217257.343750 Penalty: 1592.721924
	Iteration 54F: 3 clusters Score -217257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Entering Unmasked Estep 
Score: -1870558.125000 Penalty: 986.538574
	Iteration 0F: 2 clusters Score -1870558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1848890.750000 Penalty: 1973.077148
	Iteration 0F: 3 clusters Score -1848891 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1857721.000000 Penalty: 1973.077148
	Iteration 1F: 3 clusters Score -1857721 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1858245.250000 Penalty: 1973.077148
	Iteration 2Q: 3 clusters Score -1858245 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1859066.250000 Penalty: 1973.077148
	Iteration 3F: 3 clusters Score -1859066 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1860310.500000 Penalty: 1973.077148
	Iteration 4F: 3 clusters Score -1860310 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1862118.500000 Penalty: 1973.077148
	Iteration 5F: 3 clusters Score -1862118 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1864314.000000 Penalty: 1973.077148
	Iteration 6F: 3 clusters Score -1864314 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1866472.250000 Penalty: 1973.077148
	Iteration 7F: 3 clusters Score -1866472 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1868158.750000 Penalty: 1973.077148
	Iteration 8F: 3 clusters Score -1868159 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1869113.375000 Penalty: 1973.077148
	Iteration 9Q: 3 clusters Score -1869113 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1869502.500000 Penalty: 1973.077148
	Iteration 10Q: 3 clusters Score -1869502 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1869667.875000 Penalty: 1973.077148
	Iteration 11Q: 3 clusters Score -1869668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1869733.375000 Penalty: 1973.077148
	Iteration 12Q: 3 clusters Score -1869733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1869773.000000 Penalty: 1973.077148
	Iteration 13Q: 3 clusters Score -1869773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1869802.250000 Penalty: 1973.077148
	Iteration 14Q: 3 clusters Score -1869802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1869823.375000 Penalty: 1973.077148
	Iteration 15Q: 3 clusters Score -1869823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1869835.375000 Penalty: 1973.077148
	Iteration 16Q: 3 clusters Score -1869835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1869840.000000 Penalty: 1973.077148
	Iteration 17Q: 3 clusters Score -1869840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1869845.750000 Penalty: 1973.077148
	Iteration 18Q: 3 clusters Score -1869846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1869847.125000 Penalty: 1973.077148
	Iteration 19Q: 3 clusters Score -1869847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1869850.875000 Penalty: 1973.077148
	Iteration 20F: 3 clusters Score -1869851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1869852.625000 Penalty: 1973.077148
	Iteration 21Q: 3 clusters Score -1869853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1869850.625000 Penalty: 1973.077148
	Iteration 22Q: 3 clusters Score -1869851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1869851.250000 Penalty: 1973.077148
	Iteration 23Q: 3 clusters Score -1869851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1869853.750000 Penalty: 1973.077148
	Iteration 24Q: 3 clusters Score -1869854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1869855.750000 Penalty: 1973.077148
	Iteration 25Q: 3 clusters Score -1869856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1869859.125000 Penalty: 1973.077148
	Iteration 26Q: 3 clusters Score -1869859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1869860.125000 Penalty: 1973.077148
	Iteration 27Q: 3 clusters Score -1869860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1869861.375000 Penalty: 1973.077148
	Iteration 28Q: 3 clusters Score -1869861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1869863.375000 Penalty: 1973.077148
	Iteration 29Q: 3 clusters Score -1869863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1869863.625000 Penalty: 1973.077148
	Iteration 30Q: 3 clusters Score -1869864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1869863.625000 Penalty: 1973.077148
	Iteration 31F: 3 clusters Score -1869864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -237871.031250 Penalty: 794.317932
	Iteration 0F: 2 clusters Score -237871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -234726.078125 Penalty: 1588.635864
	Iteration 0F: 3 clusters Score -234726.1 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -235672.000000 Penalty: 1588.635864
	Iteration 1F: 3 clusters Score -235672 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -235786.781250 Penalty: 1588.635864
	Iteration 2F: 3 clusters Score -235786.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -235866.218750 Penalty: 1588.635864
	Iteration 3Q: 3 clusters Score -235866.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -235936.328125 Penalty: 1588.635864
	Iteration 4Q: 3 clusters Score -235936.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -236002.171875 Penalty: 1588.635864
	Iteration 5Q: 3 clusters Score -236002.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -236067.562500 Penalty: 1588.635864
	Iteration 6Q: 3 clusters Score -236067.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -236161.687500 Penalty: 1588.635864
	Iteration 7Q: 3 clusters Score -236161.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -236266.328125 Penalty: 1588.635864
	Iteration 8Q: 3 clusters Score -236266.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -236379.421875 Penalty: 1588.635864
	Iteration 9Q: 3 clusters Score -236379.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -236511.078125 Penalty: 1588.635864
	Iteration 10Q: 3 clusters Score -236511.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -236628.062500 Penalty: 1588.635864
	Iteration 11Q: 3 clusters Score -236628.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -236746.140625 Penalty: 1588.635864
	Iteration 12Q: 3 clusters Score -236746.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -236844.609375 Penalty: 1588.635864
	Iteration 13Q: 3 clusters Score -236844.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -236925.703125 Penalty: 1588.635864
	Iteration 14Q: 3 clusters Score -236925.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -237014.609375 Penalty: 1588.635864
	Iteration 15Q: 3 clusters Score -237014.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -237077.859375 Penalty: 1588.635864
	Iteration 16Q: 3 clusters Score -237077.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -237109.843750 Penalty: 1588.635864
	Iteration 17Q: 3 clusters Score -237109.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -237127.437500 Penalty: 1588.635864
	Iteration 18Q: 3 clusters Score -237127.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -237141.859375 Penalty: 1588.635864
	Iteration 19Q: 3 clusters Score -237141.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -237153.578125 Penalty: 1588.635864
	Iteration 20F: 3 clusters Score -237153.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -237166.453125 Penalty: 1588.635864
	Iteration 21Q: 3 clusters Score -237166.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -237176.750000 Penalty: 1588.635864
	Iteration 22Q: 3 clusters Score -237176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -237181.687500 Penalty: 1588.635864
	Iteration 23Q: 3 clusters Score -237181.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -237184.671875 Penalty: 1588.635864
	Iteration 24Q: 3 clusters Score -237184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -237188.718750 Penalty: 1588.635864
	Iteration 25Q: 3 clusters Score -237188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -237191.671875 Penalty: 1588.635864
	Iteration 26Q: 3 clusters Score -237191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -237192.578125 Penalty: 1588.635864
	Iteration 27Q: 3 clusters Score -237192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -237193.765625 Penalty: 1588.635864
	Iteration 28Q: 3 clusters Score -237193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -237195.828125 Penalty: 1588.635864
	Iteration 29Q: 3 clusters Score -237195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -237198.093750 Penalty: 1588.635864
	Iteration 30Q: 3 clusters Score -237198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -237201.625000 Penalty: 1588.635864
	Iteration 31Q: 3 clusters Score -237201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -237204.187500 Penalty: 1588.635864
	Iteration 32Q: 3 clusters Score -237204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -237206.734375 Penalty: 1588.635864
	Iteration 33Q: 3 clusters Score -237206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -237207.250000 Penalty: 1588.635864
	Iteration 34Q: 3 clusters Score -237207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -237207.250000 Penalty: 1588.635864
	Iteration 35F: 3 clusters Score -237207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Entering Unmasked Estep 
Score: -725944.125000 Penalty: 903.562622
	Iteration 0F: 2 clusters Score -725944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -716824.750000 Penalty: 1807.125244
	Iteration 0F: 3 clusters Score -716824.8 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -720190.187500 Penalty: 1807.125244
	Iteration 1F: 3 clusters Score -720190.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -720450.500000 Penalty: 1807.125244
	Iteration 2Q: 3 clusters Score -720450.5 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -720800.250000 Penalty: 1807.125244
	Iteration 3Q: 3 clusters Score -720800.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -721285.437500 Penalty: 1807.125244
	Iteration 4F: 3 clusters Score -721285.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -721887.312500 Penalty: 1807.125244
	Iteration 5F: 3 clusters Score -721887.3 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -722512.687500 Penalty: 1807.125244
	Iteration 6F: 3 clusters Score -722512.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -723038.500000 Penalty: 1807.125244
	Iteration 7F: 3 clusters Score -723038.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -723392.500000 Penalty: 1807.125244
	Iteration 8F: 3 clusters Score -723392.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -723598.125000 Penalty: 1807.125244
	Iteration 9Q: 3 clusters Score -723598.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -723693.375000 Penalty: 1807.125244
	Iteration 10Q: 3 clusters Score -723693.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -723755.562500 Penalty: 1807.125244
	Iteration 11Q: 3 clusters Score -723755.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -723788.562500 Penalty: 1807.125244
	Iteration 12Q: 3 clusters Score -723788.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -723813.875000 Penalty: 1807.125244
	Iteration 13Q: 3 clusters Score -723813.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -723834.500000 Penalty: 1807.125244
	Iteration 14Q: 3 clusters Score -723834.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -723847.250000 Penalty: 1807.125244
	Iteration 15Q: 3 clusters Score -723847.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -723857.000000 Penalty: 1807.125244
	Iteration 16Q: 3 clusters Score -723857 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -723875.125000 Penalty: 1807.125244
	Iteration 17Q: 3 clusters Score -723875.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -723892.187500 Penalty: 1807.125244
	Iteration 18Q: 3 clusters Score -723892.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -723902.125000 Penalty: 1807.125244
	Iteration 19Q: 3 clusters Score -723902.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -723916.375000 Penalty: 1807.125244
	Iteration 20F: 3 clusters Score -723916.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -723923.625000 Penalty: 1807.125244
	Iteration 21Q: 3 clusters Score -723923.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -723939.062500 Penalty: 1807.125244
	Iteration 22Q: 3 clusters Score -723939.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -723959.875000 Penalty: 1807.125244
	Iteration 23Q: 3 clusters Score -723959.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -723980.312500 Penalty: 1807.125244
	Iteration 24Q: 3 clusters Score -723980.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -724003.437500 Penalty: 1807.125244
	Iteration 25Q: 3 clusters Score -724003.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -724024.250000 Penalty: 1807.125244
	Iteration 26Q: 3 clusters Score -724024.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -724045.062500 Penalty: 1807.125244
	Iteration 27Q: 3 clusters Score -724045.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -724075.000000 Penalty: 1807.125244
	Iteration 28Q: 3 clusters Score -724075 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -724102.812500 Penalty: 1807.125244
	Iteration 29Q: 3 clusters Score -724102.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -724132.562500 Penalty: 1807.125244
	Iteration 30Q: 3 clusters Score -724132.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -724167.750000 Penalty: 1807.125244
	Iteration 31Q: 3 clusters Score -724167.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -724206.250000 Penalty: 1807.125244
	Iteration 32Q: 3 clusters Score -724206.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -724244.250000 Penalty: 1807.125244
	Iteration 33Q: 3 clusters Score -724244.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -724292.187500 Penalty: 1807.125244
	Iteration 34Q: 3 clusters Score -724292.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -724332.250000 Penalty: 1807.125244
	Iteration 35Q: 3 clusters Score -724332.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -724374.562500 Penalty: 1807.125244
	Iteration 36Q: 3 clusters Score -724374.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -724417.562500 Penalty: 1807.125244
	Iteration 37Q: 3 clusters Score -724417.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -724467.875000 Penalty: 1807.125244
	Iteration 38Q: 3 clusters Score -724467.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -724524.937500 Penalty: 1807.125244
	Iteration 39Q: 3 clusters Score -724524.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -724579.187500 Penalty: 1807.125244
	Iteration 40F: 3 clusters Score -724579.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -724634.250000 Penalty: 1807.125244
	Iteration 41Q: 3 clusters Score -724634.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -724695.250000 Penalty: 1807.125244
	Iteration 42Q: 3 clusters Score -724695.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -724745.812500 Penalty: 1807.125244
	Iteration 43Q: 3 clusters Score -724745.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -724786.562500 Penalty: 1807.125244
	Iteration 44Q: 3 clusters Score -724786.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -724820.250000 Penalty: 1807.125244
	Iteration 45Q: 3 clusters Score -724820.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -724850.937500 Penalty: 1807.125244
	Iteration 46Q: 3 clusters Score -724850.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -724886.312500 Penalty: 1807.125244
	Iteration 47Q: 3 clusters Score -724886.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -724915.812500 Penalty: 1807.125244
	Iteration 48Q: 3 clusters Score -724915.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -724946.062500 Penalty: 1807.125244
	Iteration 49Q: 3 clusters Score -724946.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -724972.187500 Penalty: 1807.125244
	Iteration 50Q: 3 clusters Score -724972.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -724998.125000 Penalty: 1807.125244
	Iteration 51Q: 3 clusters Score -724998.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -725025.312500 Penalty: 1807.125244
	Iteration 52Q: 3 clusters Score -725025.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -725045.937500 Penalty: 1807.125244
	Iteration 53Q: 3 clusters Score -725045.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -725066.562500 Penalty: 1807.125244
	Iteration 54Q: 3 clusters Score -725066.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -725078.437500 Penalty: 1807.125244
	Iteration 55Q: 3 clusters Score -725078.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -725089.250000 Penalty: 1807.125244
	Iteration 56Q: 3 clusters Score -725089.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -725096.562500 Penalty: 1807.125244
	Iteration 57Q: 3 clusters Score -725096.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -725103.312500 Penalty: 1807.125244
	Iteration 58Q: 3 clusters Score -725103.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -725115.312500 Penalty: 1807.125244
	Iteration 59Q: 3 clusters Score -725115.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -725123.562500 Penalty: 1807.125244
	Iteration 60F: 3 clusters Score -725123.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -725133.625000 Penalty: 1807.125244
	Iteration 61Q: 3 clusters Score -725133.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -725139.687500 Penalty: 1807.125244
	Iteration 62Q: 3 clusters Score -725139.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -725150.125000 Penalty: 1807.125244
	Iteration 63Q: 3 clusters Score -725150.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -725157.625000 Penalty: 1807.125244
	Iteration 64Q: 3 clusters Score -725157.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -725162.062500 Penalty: 1807.125244
	Iteration 65Q: 3 clusters Score -725162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -725163.875000 Penalty: 1807.125244
	Iteration 66Q: 3 clusters Score -725163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -725167.187500 Penalty: 1807.125244
	Iteration 67Q: 3 clusters Score -725167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -725170.625000 Penalty: 1807.125244
	Iteration 68Q: 3 clusters Score -725170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -725171.125000 Penalty: 1807.125244
	Iteration 69Q: 3 clusters Score -725171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -725177.000000 Penalty: 1807.125244
	Iteration 70Q: 3 clusters Score -725177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -725178.687500 Penalty: 1807.125244
	Iteration 71Q: 3 clusters Score -725178.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -725184.875000 Penalty: 1807.125244
	Iteration 72Q: 3 clusters Score -725184.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -725192.250000 Penalty: 1807.125244
	Iteration 73Q: 3 clusters Score -725192.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -725198.125000 Penalty: 1807.125244
	Iteration 74Q: 3 clusters Score -725198.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -725201.875000 Penalty: 1807.125244
	Iteration 75Q: 3 clusters Score -725201.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -725206.375000 Penalty: 1807.125244
	Iteration 76Q: 3 clusters Score -725206.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -725207.312500 Penalty: 1807.125244
	Iteration 77Q: 3 clusters Score -725207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -725210.625000 Penalty: 1807.125244
	Iteration 78Q: 3 clusters Score -725210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -725214.437500 Penalty: 1807.125244
	Iteration 79Q: 3 clusters Score -725214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -725221.375000 Penalty: 1807.125244
	Iteration 80F: 3 clusters Score -725221.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -725227.687500 Penalty: 1807.125244
	Iteration 81Q: 3 clusters Score -725227.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -725233.062500 Penalty: 1807.125244
	Iteration 82Q: 3 clusters Score -725233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -725235.062500 Penalty: 1807.125244
	Iteration 83Q: 3 clusters Score -725235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -725238.250000 Penalty: 1807.125244
	Iteration 84Q: 3 clusters Score -725238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -725239.250000 Penalty: 1807.125244
	Iteration 85Q: 3 clusters Score -725239.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -725242.187500 Penalty: 1807.125244
	Iteration 86Q: 3 clusters Score -725242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -725242.312500 Penalty: 1807.125244
	Iteration 87Q: 3 clusters Score -725242.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -725245.500000 Penalty: 1807.125244
	Iteration 88Q: 3 clusters Score -725245.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -725245.750000 Penalty: 1807.125244
	Iteration 89Q: 3 clusters Score -725245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -725247.000000 Penalty: 1807.125244
	Iteration 90Q: 3 clusters Score -725247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -725248.875000 Penalty: 1807.125244
	Iteration 91Q: 3 clusters Score -725248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -725248.875000 Penalty: 1807.125244
	Iteration 92Q: 3 clusters Score -725248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -725249.437500 Penalty: 1807.125244
	Iteration 93Q: 3 clusters Score -725249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -725250.000000 Penalty: 1807.125244
	Iteration 94Q: 3 clusters Score -725250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -725251.875000 Penalty: 1807.125244
	Iteration 95Q: 3 clusters Score -725251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -725251.375000 Penalty: 1807.125244
	Iteration 96Q: 3 clusters Score -725251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -725255.125000 Penalty: 1807.125244
	Iteration 97Q: 3 clusters Score -725255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -725255.500000 Penalty: 1807.125244
	Iteration 98Q: 3 clusters Score -725255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -725256.625000 Penalty: 1807.125244
	Iteration 99Q: 3 clusters Score -725256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -725256.687500 Penalty: 1807.125244
	Iteration 100F: 3 clusters Score -725256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -725257.250000 Penalty: 1807.125244
	Iteration 101Q: 3 clusters Score -725257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -725258.000000 Penalty: 1807.125244
	Iteration 102Q: 3 clusters Score -725258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -725258.250000 Penalty: 1807.125244
	Iteration 103Q: 3 clusters Score -725258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -725259.187500 Penalty: 1807.125244
	Iteration 104Q: 3 clusters Score -725259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -725258.750000 Penalty: 1807.125244
	Iteration 105Q: 3 clusters Score -725258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -725259.687500 Penalty: 1807.125244
	Iteration 106Q: 3 clusters Score -725259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -725259.687500 Penalty: 1807.125244
	Iteration 107F: 3 clusters Score -725259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Entering Unmasked Estep 
Score: -4532274.500000 Penalty: 1076.849487
	Iteration 0F: 2 clusters Score -4532274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -4476031.000000 Penalty: 2153.698975
	Iteration 0F: 3 clusters Score -4476031 nChanged 40639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -4501313.500000 Penalty: 2153.698975
	Iteration 1F: 3 clusters Score -4501314 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -4502876.000000 Penalty: 2153.698975
	Iteration 2Q: 3 clusters Score -4502876 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4505258.000000 Penalty: 2153.698975
	Iteration 3F: 3 clusters Score -4505258 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4508227.000000 Penalty: 2153.698975
	Iteration 4F: 3 clusters Score -4508227 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4511184.000000 Penalty: 2153.698975
	Iteration 5F: 3 clusters Score -4511184 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4513696.000000 Penalty: 2153.698975
	Iteration 6F: 3 clusters Score -4513696 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4515345.000000 Penalty: 2153.698975
	Iteration 7Q: 3 clusters Score -4515345 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -4516397.000000 Penalty: 2153.698975
	Iteration 8Q: 3 clusters Score -4516397 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4517009.000000 Penalty: 2153.698975
	Iteration 9Q: 3 clusters Score -4517009 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4517506.000000 Penalty: 2153.698975
	Iteration 10Q: 3 clusters Score -4517506 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -4517941.500000 Penalty: 2153.698975
	Iteration 11Q: 3 clusters Score -4517942 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -4518435.500000 Penalty: 2153.698975
	Iteration 12Q: 3 clusters Score -4518436 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4519050.000000 Penalty: 2153.698975
	Iteration 13Q: 3 clusters Score -4519050 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4519765.000000 Penalty: 2153.698975
	Iteration 14Q: 3 clusters Score -4519765 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4520712.500000 Penalty: 2153.698975
	Iteration 15Q: 3 clusters Score -4520712 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -4521934.000000 Penalty: 2153.698975
	Iteration 16Q: 3 clusters Score -4521934 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4523399.500000 Penalty: 2153.698975
	Iteration 17Q: 3 clusters Score -4523400 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4525069.000000 Penalty: 2153.698975
	Iteration 18Q: 3 clusters Score -4525069 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -4526752.000000 Penalty: 2153.698975
	Iteration 19Q: 3 clusters Score -4526752 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4528270.500000 Penalty: 2153.698975
	Iteration 20F: 3 clusters Score -4528270 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4529454.000000 Penalty: 2153.698975
	Iteration 21Q: 3 clusters Score -4529454 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4530269.500000 Penalty: 2153.698975
	Iteration 22Q: 3 clusters Score -4530270 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4530750.500000 Penalty: 2153.698975
	Iteration 23Q: 3 clusters Score -4530750 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4531062.500000 Penalty: 2153.698975
	Iteration 24Q: 3 clusters Score -4531062 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4531214.500000 Penalty: 2153.698975
	Iteration 25Q: 3 clusters Score -4531214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4531297.500000 Penalty: 2153.698975
	Iteration 26Q: 3 clusters Score -4531298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4531343.000000 Penalty: 2153.698975
	Iteration 27Q: 3 clusters Score -4531343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4531380.500000 Penalty: 2153.698975
	Iteration 28Q: 3 clusters Score -4531380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4531413.000000 Penalty: 2153.698975
	Iteration 29Q: 3 clusters Score -4531413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4531429.000000 Penalty: 2153.698975
	Iteration 30Q: 3 clusters Score -4531429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4531433.000000 Penalty: 2153.698975
	Iteration 31Q: 3 clusters Score -4531433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4531443.500000 Penalty: 2153.698975
	Iteration 32Q: 3 clusters Score -4531444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4531446.500000 Penalty: 2153.698975
	Iteration 33Q: 3 clusters Score -4531446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4531455.000000 Penalty: 2153.698975
	Iteration 34Q: 3 clusters Score -4531455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4531463.000000 Penalty: 2153.698975
	Iteration 35Q: 3 clusters Score -4531463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4531466.500000 Penalty: 2153.698975
	Iteration 36Q: 3 clusters Score -4531466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4531472.500000 Penalty: 2153.698975
	Iteration 37Q: 3 clusters Score -4531472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4531486.000000 Penalty: 2153.698975
	Iteration 38Q: 3 clusters Score -4531486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4531486.500000 Penalty: 2153.698975
	Iteration 39Q: 3 clusters Score -4531486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4531485.000000 Penalty: 2153.698975
	Iteration 40F: 3 clusters Score -4531485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4531488.500000 Penalty: 2153.698975
	Iteration 41Q: 3 clusters Score -4531488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4531490.000000 Penalty: 2153.698975
	Iteration 42Q: 3 clusters Score -4531490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4531493.000000 Penalty: 2153.698975
	Iteration 43Q: 3 clusters Score -4531493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4531492.000000 Penalty: 2153.698975
	Iteration 44Q: 3 clusters Score -4531492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4531499.500000 Penalty: 2153.698975
	Iteration 45Q: 3 clusters Score -4531500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4531501.500000 Penalty: 2153.698975
	Iteration 46Q: 3 clusters Score -4531502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4531504.000000 Penalty: 2153.698975
	Iteration 47Q: 3 clusters Score -4531504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4531504.500000 Penalty: 2153.698975
	Iteration 48Q: 3 clusters Score -4531504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4531517.000000 Penalty: 2153.698975
	Iteration 49Q: 3 clusters Score -4531517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4531519.000000 Penalty: 2153.698975
	Iteration 50Q: 3 clusters Score -4531519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4531524.500000 Penalty: 2153.698975
	Iteration 51Q: 3 clusters Score -4531524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4531530.500000 Penalty: 2153.698975
	Iteration 52Q: 3 clusters Score -4531530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4531538.000000 Penalty: 2153.698975
	Iteration 53Q: 3 clusters Score -4531538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4531537.500000 Penalty: 2153.698975
	Iteration 54Q: 3 clusters Score -4531538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4531541.000000 Penalty: 2153.698975
	Iteration 55Q: 3 clusters Score -4531541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4531540.500000 Penalty: 2153.698975
	Iteration 56Q: 3 clusters Score -4531540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4531544.000000 Penalty: 2153.698975
	Iteration 57Q: 3 clusters Score -4531544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4531545.000000 Penalty: 2153.698975
	Iteration 58Q: 3 clusters Score -4531545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4531547.500000 Penalty: 2153.698975
	Iteration 59Q: 3 clusters Score -4531548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4531547.500000 Penalty: 2153.698975
	Iteration 60F: 3 clusters Score -4531548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Entering Unmasked Estep 
Score: -442387.781250 Penalty: 873.989197
	Iteration 0F: 2 clusters Score -442387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -435623.937500 Penalty: 1747.978394
	Iteration 0F: 3 clusters Score -435623.9 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -438456.593750 Penalty: 1747.978394
	Iteration 1F: 3 clusters Score -438456.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -439243.687500 Penalty: 1747.978394
	Iteration 2F: 3 clusters Score -439243.7 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -439969.031250 Penalty: 1747.978394
	Iteration 3F: 3 clusters Score -439969 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -440613.468750 Penalty: 1747.978394
	Iteration 4F: 3 clusters Score -440613.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -441080.281250 Penalty: 1747.978394
	Iteration 5F: 3 clusters Score -441080.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -441385.156250 Penalty: 1747.978394
	Iteration 6F: 3 clusters Score -441385.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -441581.250000 Penalty: 1747.978394
	Iteration 7Q: 3 clusters Score -441581.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -441717.062500 Penalty: 1747.978394
	Iteration 8Q: 3 clusters Score -441717.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -441834.375000 Penalty: 1747.978394
	Iteration 9Q: 3 clusters Score -441834.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -441945.531250 Penalty: 1747.978394
	Iteration 10Q: 3 clusters Score -441945.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -442081.781250 Penalty: 1747.978394
	Iteration 11Q: 3 clusters Score -442081.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -442246.250000 Penalty: 1747.978394
	Iteration 12Q: 3 clusters Score -442246.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -442423.718750 Penalty: 1747.978394
	Iteration 13Q: 3 clusters Score -442423.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -442623.187500 Penalty: 1747.978394
	Iteration 14Q: 3 clusters Score -442623.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -442797.843750 Penalty: 1747.978394
	Iteration 15Q: 3 clusters Score -442797.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -442920.343750 Penalty: 1747.978394
	Iteration 16Q: 3 clusters Score -442920.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -442972.781250 Penalty: 1747.978394
	Iteration 17Q: 3 clusters Score -442972.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -442992.531250 Penalty: 1747.978394
	Iteration 18Q: 3 clusters Score -442992.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -443004.218750 Penalty: 1747.978394
	Iteration 19Q: 3 clusters Score -443004.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -443013.031250 Penalty: 1747.978394
	Iteration 20F: 3 clusters Score -443013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -443024.968750 Penalty: 1747.978394
	Iteration 21Q: 3 clusters Score -443025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -443030.718750 Penalty: 1747.978394
	Iteration 22Q: 3 clusters Score -443030.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -443032.375000 Penalty: 1747.978394
	Iteration 23Q: 3 clusters Score -443032.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -443034.093750 Penalty: 1747.978394
	Iteration 24Q: 3 clusters Score -443034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -443037.125000 Penalty: 1747.978394
	Iteration 25Q: 3 clusters Score -443037.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -443037.406250 Penalty: 1747.978394
	Iteration 26Q: 3 clusters Score -443037.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -443038.500000 Penalty: 1747.978394
	Iteration 27Q: 3 clusters Score -443038.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -443039.156250 Penalty: 1747.978394
	Iteration 28Q: 3 clusters Score -443039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -443040.062500 Penalty: 1747.978394
	Iteration 29Q: 3 clusters Score -443040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -443040.875000 Penalty: 1747.978394
	Iteration 30Q: 3 clusters Score -443040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -443041.125000 Penalty: 1747.978394
	Iteration 31Q: 3 clusters Score -443041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -443041.312500 Penalty: 1747.978394
	Iteration 32Q: 3 clusters Score -443041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -443041.437500 Penalty: 1747.978394
	Iteration 33Q: 3 clusters Score -443041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -443042.281250 Penalty: 1747.978394
	Iteration 34Q: 3 clusters Score -443042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -443042.281250 Penalty: 1747.978394
	Iteration 35F: 3 clusters Score -443042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 56393 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 83722 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 26204 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 267265 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 20 contains 147812 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 28176 members 
Entering Unmasked Estep 
Score: -38610760.000000 Penalty: 29521.113281
Splitting cluster 11 changes total score from -38610600.000000 to -38610760.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 12 (14817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Entering Unmasked Estep 
Score: -847897.750000 Penalty: 912.335449
	Iteration 0F: 2 clusters Score -847897.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -838031.437500 Penalty: 1824.670898
	Iteration 0F: 3 clusters Score -838031.4 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -841746.500000 Penalty: 1824.670898
	Iteration 1F: 3 clusters Score -841746.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -842040.562500 Penalty: 1824.670898
	Iteration 2F: 3 clusters Score -842040.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -842357.562500 Penalty: 1824.670898
	Iteration 3Q: 3 clusters Score -842357.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -842702.625000 Penalty: 1824.670898
	Iteration 4Q: 3 clusters Score -842702.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -843045.312500 Penalty: 1824.670898
	Iteration 5Q: 3 clusters Score -843045.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -843375.312500 Penalty: 1824.670898
	Iteration 6Q: 3 clusters Score -843375.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -843661.437500 Penalty: 1824.670898
	Iteration 7Q: 3 clusters Score -843661.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -843983.062500 Penalty: 1824.670898
	Iteration 8Q: 3 clusters Score -843983.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -844300.937500 Penalty: 1824.670898
	Iteration 9Q: 3 clusters Score -844300.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -844608.375000 Penalty: 1824.670898
	Iteration 10Q: 3 clusters Score -844608.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -844890.312500 Penalty: 1824.670898
	Iteration 11Q: 3 clusters Score -844890.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -845177.375000 Penalty: 1824.670898
	Iteration 12Q: 3 clusters Score -845177.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -845427.937500 Penalty: 1824.670898
	Iteration 13Q: 3 clusters Score -845427.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -845684.062500 Penalty: 1824.670898
	Iteration 14Q: 3 clusters Score -845684.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -845955.625000 Penalty: 1824.670898
	Iteration 15Q: 3 clusters Score -845955.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -846231.875000 Penalty: 1824.670898
	Iteration 16Q: 3 clusters Score -846231.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -846532.562500 Penalty: 1824.670898
	Iteration 17Q: 3 clusters Score -846532.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -846787.562500 Penalty: 1824.670898
	Iteration 18Q: 3 clusters Score -846787.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -846914.562500 Penalty: 1824.670898
	Iteration 19Q: 3 clusters Score -846914.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -846969.937500 Penalty: 1824.670898
	Iteration 20F: 3 clusters Score -846969.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -847000.250000 Penalty: 1824.670898
	Iteration 21Q: 3 clusters Score -847000.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -847017.375000 Penalty: 1824.670898
	Iteration 22Q: 3 clusters Score -847017.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -847026.187500 Penalty: 1824.670898
	Iteration 23Q: 3 clusters Score -847026.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -847037.750000 Penalty: 1824.670898
	Iteration 24Q: 3 clusters Score -847037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -847046.687500 Penalty: 1824.670898
	Iteration 25Q: 3 clusters Score -847046.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -847049.625000 Penalty: 1824.670898
	Iteration 26Q: 3 clusters Score -847049.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -847054.000000 Penalty: 1824.670898
	Iteration 27Q: 3 clusters Score -847054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -847054.875000 Penalty: 1824.670898
	Iteration 28Q: 3 clusters Score -847054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -847057.375000 Penalty: 1824.670898
	Iteration 29Q: 3 clusters Score -847057.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -847060.437500 Penalty: 1824.670898
	Iteration 30Q: 3 clusters Score -847060.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -847065.062500 Penalty: 1824.670898
	Iteration 31Q: 3 clusters Score -847065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -847071.062500 Penalty: 1824.670898
	Iteration 32Q: 3 clusters Score -847071.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -847074.500000 Penalty: 1824.670898
	Iteration 33Q: 3 clusters Score -847074.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -847081.125000 Penalty: 1824.670898
	Iteration 34Q: 3 clusters Score -847081.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -847087.062500 Penalty: 1824.670898
	Iteration 35Q: 3 clusters Score -847087.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -847092.625000 Penalty: 1824.670898
	Iteration 36Q: 3 clusters Score -847092.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -847099.812500 Penalty: 1824.670898
	Iteration 37Q: 3 clusters Score -847099.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -847104.625000 Penalty: 1824.670898
	Iteration 38Q: 3 clusters Score -847104.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -847107.437500 Penalty: 1824.670898
	Iteration 39Q: 3 clusters Score -847107.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -847108.875000 Penalty: 1824.670898
	Iteration 40F: 3 clusters Score -847108.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -847114.250000 Penalty: 1824.670898
	Iteration 41Q: 3 clusters Score -847114.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -847115.687500 Penalty: 1824.670898
	Iteration 42Q: 3 clusters Score -847115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -847114.875000 Penalty: 1824.670898
	Iteration 43Q: 3 clusters Score -847114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -847116.375000 Penalty: 1824.670898
	Iteration 44Q: 3 clusters Score -847116.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -847117.750000 Penalty: 1824.670898
	Iteration 45Q: 3 clusters Score -847117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -847118.125000 Penalty: 1824.670898
	Iteration 46Q: 3 clusters Score -847118.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -847120.500000 Penalty: 1824.670898
	Iteration 47Q: 3 clusters Score -847120.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -847123.125000 Penalty: 1824.670898
	Iteration 48Q: 3 clusters Score -847123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -847124.062500 Penalty: 1824.670898
	Iteration 49Q: 3 clusters Score -847124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -847124.375000 Penalty: 1824.670898
	Iteration 50Q: 3 clusters Score -847124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -847124.687500 Penalty: 1824.670898
	Iteration 51Q: 3 clusters Score -847124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -847124.312500 Penalty: 1824.670898
	Iteration 52Q: 3 clusters Score -847124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -847125.562500 Penalty: 1824.670898
	Iteration 53Q: 3 clusters Score -847125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -847125.562500 Penalty: 1824.670898
	Iteration 54F: 3 clusters Score -847125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -122769.429688 Penalty: 733.612305
	Iteration 0F: 2 clusters Score -122769.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -120914.500000 Penalty: 1467.224609
	Iteration 0F: 3 clusters Score -120914.5 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -121480.460938 Penalty: 1467.224609
	Iteration 1F: 3 clusters Score -121480.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -121616.976562 Penalty: 1467.224609
	Iteration 2F: 3 clusters Score -121617 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -121702.757812 Penalty: 1467.224609
	Iteration 3F: 3 clusters Score -121702.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -121793.289062 Penalty: 1467.224609
	Iteration 4F: 3 clusters Score -121793.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -121887.570312 Penalty: 1467.224609
	Iteration 5Q: 3 clusters Score -121887.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -121959.890625 Penalty: 1467.224609
	Iteration 6Q: 3 clusters Score -121959.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -122007.648438 Penalty: 1467.224609
	Iteration 7Q: 3 clusters Score -122007.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -122038.750000 Penalty: 1467.224609
	Iteration 8Q: 3 clusters Score -122038.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -122080.679688 Penalty: 1467.224609
	Iteration 9Q: 3 clusters Score -122080.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -122149.828125 Penalty: 1467.224609
	Iteration 10Q: 3 clusters Score -122149.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -122228.570312 Penalty: 1467.224609
	Iteration 11Q: 3 clusters Score -122228.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -122287.398438 Penalty: 1467.224609
	Iteration 12Q: 3 clusters Score -122287.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -122324.812500 Penalty: 1467.224609
	Iteration 13Q: 3 clusters Score -122324.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -122346.796875 Penalty: 1467.224609
	Iteration 14Q: 3 clusters Score -122346.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -122356.460938 Penalty: 1467.224609
	Iteration 15Q: 3 clusters Score -122356.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -122361.164062 Penalty: 1467.224609
	Iteration 16Q: 3 clusters Score -122361.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -122364.367188 Penalty: 1467.224609
	Iteration 17Q: 3 clusters Score -122364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -122365.609375 Penalty: 1467.224609
	Iteration 18Q: 3 clusters Score -122365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -122366.609375 Penalty: 1467.224609
	Iteration 19Q: 3 clusters Score -122366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -122367.429688 Penalty: 1467.224609
	Iteration 20F: 3 clusters Score -122367.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -249531.718750 Penalty: 811.738342
	Iteration 0F: 2 clusters Score -249531.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -245885.906250 Penalty: 1623.476685
	Iteration 0F: 3 clusters Score -245885.9 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -247173.281250 Penalty: 1623.476685
	Iteration 1F: 3 clusters Score -247173.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -247375.921875 Penalty: 1623.476685
	Iteration 2F: 3 clusters Score -247375.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -247520.625000 Penalty: 1623.476685
	Iteration 3F: 3 clusters Score -247520.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -247648.703125 Penalty: 1623.476685
	Iteration 4F: 3 clusters Score -247648.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -247779.156250 Penalty: 1623.476685
	Iteration 5Q: 3 clusters Score -247779.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -247951.250000 Penalty: 1623.476685
	Iteration 6F: 3 clusters Score -247951.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -248156.671875 Penalty: 1623.476685
	Iteration 7F: 3 clusters Score -248156.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -248411.421875 Penalty: 1623.476685
	Iteration 8F: 3 clusters Score -248411.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -248734.171875 Penalty: 1623.476685
	Iteration 9F: 3 clusters Score -248734.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -249046.625000 Penalty: 1623.476685
	Iteration 10F: 3 clusters Score -249046.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -249254.140625 Penalty: 1623.476685
	Iteration 11Q: 3 clusters Score -249254.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -249404.953125 Penalty: 1623.476685
	Iteration 12Q: 3 clusters Score -249405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -249472.890625 Penalty: 1623.476685
	Iteration 13Q: 3 clusters Score -249472.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -249501.312500 Penalty: 1623.476685
	Iteration 14Q: 3 clusters Score -249501.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -249514.281250 Penalty: 1623.476685
	Iteration 15Q: 3 clusters Score -249514.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -249520.625000 Penalty: 1623.476685
	Iteration 16Q: 3 clusters Score -249520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -249523.218750 Penalty: 1623.476685
	Iteration 17Q: 3 clusters Score -249523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -249525.015625 Penalty: 1623.476685
	Iteration 18Q: 3 clusters Score -249525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -249524.640625 Penalty: 1623.476685
	Iteration 19Q: 3 clusters Score -249524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -249541.609375 Penalty: 1623.476685
	Iteration 20F: 3 clusters Score -249541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -249544.562500 Penalty: 1623.476685
	Iteration 21Q: 3 clusters Score -249544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -249545.546875 Penalty: 1623.476685
	Iteration 22Q: 3 clusters Score -249545.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -249545.546875 Penalty: 1623.476685
	Iteration 23F: 3 clusters Score -249545.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 56393 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 83722 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 26204 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 267265 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 20 contains 147812 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 28176 members 
Mstep: Class 24 contains 344 members 
Entering Unmasked Estep 
Score: -38610348.000000 Penalty: 30804.640625
Splitting cluster 14 changes total score from -38610600.000000 to -38610348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (26204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Entering Unmasked Estep 
Score: -1395851.750000 Penalty: 966.498352
	Iteration 0F: 2 clusters Score -1395852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1378422.125000 Penalty: 1932.996704
	Iteration 0F: 3 clusters Score -1378422 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1385442.250000 Penalty: 1932.996704
	Iteration 1F: 3 clusters Score -1385442 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1386066.875000 Penalty: 1932.996704
	Iteration 2Q: 3 clusters Score -1386067 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1387009.250000 Penalty: 1932.996704
	Iteration 3F: 3 clusters Score -1387009 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1388211.625000 Penalty: 1932.996704
	Iteration 4F: 3 clusters Score -1388212 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1389623.000000 Penalty: 1932.996704
	Iteration 5F: 3 clusters Score -1389623 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1391127.125000 Penalty: 1932.996704
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1392618.875000 Penalty: 1932.996704
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1393549.500000 Penalty: 1932.996704
	Iteration 8Q: 3 clusters Score -1393550 nChanged 835
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1393914.375000 Penalty: 1932.996704
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Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1394067.125000 Penalty: 1932.996704
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1394152.625000 Penalty: 1932.996704
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1394205.500000 Penalty: 1932.996704
	Iteration 12Q: 3 clusters Score -1394206 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1394230.875000 Penalty: 1932.996704
	Iteration 13Q: 3 clusters Score -1394231 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1394246.750000 Penalty: 1932.996704
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1394266.875000 Penalty: 1932.996704
	Iteration 15Q: 3 clusters Score -1394267 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1394290.250000 Penalty: 1932.996704
	Iteration 16Q: 3 clusters Score -1394290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1394307.250000 Penalty: 1932.996704
	Iteration 17Q: 3 clusters Score -1394307 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1394319.250000 Penalty: 1932.996704
	Iteration 18Q: 3 clusters Score -1394319 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1394336.000000 Penalty: 1932.996704
	Iteration 19Q: 3 clusters Score -1394336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1394341.000000 Penalty: 1932.996704
	Iteration 20F: 3 clusters Score -1394341 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1394352.500000 Penalty: 1932.996704
	Iteration 21Q: 3 clusters Score -1394352 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1394361.625000 Penalty: 1932.996704
	Iteration 22Q: 3 clusters Score -1394362 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1394373.375000 Penalty: 1932.996704
	Iteration 23Q: 3 clusters Score -1394373 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1394389.750000 Penalty: 1932.996704
	Iteration 24Q: 3 clusters Score -1394390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1394392.500000 Penalty: 1932.996704
	Iteration 25Q: 3 clusters Score -1394392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1394406.250000 Penalty: 1932.996704
	Iteration 26Q: 3 clusters Score -1394406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1394409.625000 Penalty: 1932.996704
	Iteration 27Q: 3 clusters Score -1394410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1394412.500000 Penalty: 1932.996704
	Iteration 28Q: 3 clusters Score -1394412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1394419.625000 Penalty: 1932.996704
	Iteration 29Q: 3 clusters Score -1394420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1394420.750000 Penalty: 1932.996704
	Iteration 30Q: 3 clusters Score -1394421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1394434.125000 Penalty: 1932.996704
	Iteration 31Q: 3 clusters Score -1394434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1394431.875000 Penalty: 1932.996704
	Iteration 32Q: 3 clusters Score -1394432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1394438.125000 Penalty: 1932.996704
	Iteration 33Q: 3 clusters Score -1394438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1394446.000000 Penalty: 1932.996704
	Iteration 34Q: 3 clusters Score -1394446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1394449.875000 Penalty: 1932.996704
	Iteration 35Q: 3 clusters Score -1394450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1394449.875000 Penalty: 1932.996704
	Iteration 36Q: 3 clusters Score -1394450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1394454.000000 Penalty: 1932.996704
	Iteration 37Q: 3 clusters Score -1394454 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1394460.375000 Penalty: 1932.996704
	Iteration 38Q: 3 clusters Score -1394460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1394463.250000 Penalty: 1932.996704
	Iteration 39Q: 3 clusters Score -1394463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1394463.375000 Penalty: 1932.996704
	Iteration 40F: 3 clusters Score -1394463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1394464.000000 Penalty: 1932.996704
	Iteration 41Q: 3 clusters Score -1394464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1394469.750000 Penalty: 1932.996704
	Iteration 42Q: 3 clusters Score -1394470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1394481.500000 Penalty: 1932.996704
	Iteration 43Q: 3 clusters Score -1394482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1394481.375000 Penalty: 1932.996704
	Iteration 44Q: 3 clusters Score -1394481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1394484.000000 Penalty: 1932.996704
	Iteration 45Q: 3 clusters Score -1394484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1394492.625000 Penalty: 1932.996704
	Iteration 46Q: 3 clusters Score -1394493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1394491.500000 Penalty: 1932.996704
	Iteration 47Q: 3 clusters Score -1394492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1394494.125000 Penalty: 1932.996704
	Iteration 48Q: 3 clusters Score -1394494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1394492.000000 Penalty: 1932.996704
	Iteration 49Q: 3 clusters Score -1394492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1394494.750000 Penalty: 1932.996704
	Iteration 50Q: 3 clusters Score -1394495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1394500.125000 Penalty: 1932.996704
	Iteration 51Q: 3 clusters Score -1394500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1394504.375000 Penalty: 1932.996704
	Iteration 52Q: 3 clusters Score -1394504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1394505.750000 Penalty: 1932.996704
	Iteration 53Q: 3 clusters Score -1394506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1394506.750000 Penalty: 1932.996704
	Iteration 54Q: 3 clusters Score -1394507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1394513.125000 Penalty: 1932.996704
	Iteration 55Q: 3 clusters Score -1394513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1394521.250000 Penalty: 1932.996704
	Iteration 56Q: 3 clusters Score -1394521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1394525.500000 Penalty: 1932.996704
	Iteration 57Q: 3 clusters Score -1394526 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1394531.750000 Penalty: 1932.996704
	Iteration 58Q: 3 clusters Score -1394532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1394539.375000 Penalty: 1932.996704
	Iteration 59Q: 3 clusters Score -1394539 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1394547.000000 Penalty: 1932.996704
	Iteration 60F: 3 clusters Score -1394547 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1394553.375000 Penalty: 1932.996704
	Iteration 61Q: 3 clusters Score -1394553 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1394550.750000 Penalty: 1932.996704
	Iteration 62Q: 3 clusters Score -1394551 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1394561.625000 Penalty: 1932.996704
	Iteration 63Q: 3 clusters Score -1394562 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1394564.500000 Penalty: 1932.996704
	Iteration 64Q: 3 clusters Score -1394564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1394572.125000 Penalty: 1932.996704
	Iteration 65Q: 3 clusters Score -1394572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1394574.000000 Penalty: 1932.996704
	Iteration 66Q: 3 clusters Score -1394574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1394582.375000 Penalty: 1932.996704
	Iteration 67Q: 3 clusters Score -1394582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1394596.125000 Penalty: 1932.996704
	Iteration 68Q: 3 clusters Score -1394596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1394609.000000 Penalty: 1932.996704
	Iteration 69Q: 3 clusters Score -1394609 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1394618.000000 Penalty: 1932.996704
	Iteration 70Q: 3 clusters Score -1394618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1394626.500000 Penalty: 1932.996704
	Iteration 71Q: 3 clusters Score -1394626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1394634.000000 Penalty: 1932.996704
	Iteration 72Q: 3 clusters Score -1394634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1394649.875000 Penalty: 1932.996704
	Iteration 73Q: 3 clusters Score -1394650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1394664.750000 Penalty: 1932.996704
	Iteration 74Q: 3 clusters Score -1394665 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1394678.000000 Penalty: 1932.996704
	Iteration 75Q: 3 clusters Score -1394678 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1394690.875000 Penalty: 1932.996704
	Iteration 76Q: 3 clusters Score -1394691 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1394708.625000 Penalty: 1932.996704
	Iteration 77Q: 3 clusters Score -1394709 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1394724.625000 Penalty: 1932.996704
	Iteration 78Q: 3 clusters Score -1394725 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1394741.625000 Penalty: 1932.996704
	Iteration 79Q: 3 clusters Score -1394742 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1394760.500000 Penalty: 1932.996704
	Iteration 80F: 3 clusters Score -1394760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1394780.000000 Penalty: 1932.996704
	Iteration 81Q: 3 clusters Score -1394780 nChanged 112
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Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1394795.250000 Penalty: 1932.996704
	Iteration 82Q: 3 clusters Score -1394795 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1394816.125000 Penalty: 1932.996704
	Iteration 83Q: 3 clusters Score -1394816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1394838.750000 Penalty: 1932.996704
	Iteration 84Q: 3 clusters Score -1394839 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1394863.250000 Penalty: 1932.996704
	Iteration 85Q: 3 clusters Score -1394863 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1394890.125000 Penalty: 1932.996704
	Iteration 86Q: 3 clusters Score -1394890 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1394908.875000 Penalty: 1932.996704
	Iteration 87Q: 3 clusters Score -1394909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1394938.875000 Penalty: 1932.996704
	Iteration 88Q: 3 clusters Score -1394939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1394954.375000 Penalty: 1932.996704
	Iteration 89Q: 3 clusters Score -1394954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1394966.250000 Penalty: 1932.996704
	Iteration 90Q: 3 clusters Score -1394966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1394983.375000 Penalty: 1932.996704
	Iteration 91Q: 3 clusters Score -1394983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1394997.625000 Penalty: 1932.996704
	Iteration 92Q: 3 clusters Score -1394998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1395021.750000 Penalty: 1932.996704
	Iteration 93Q: 3 clusters Score -1395022 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1395055.875000 Penalty: 1932.996704
	Iteration 94Q: 3 clusters Score -1395056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1395082.875000 Penalty: 1932.996704
	Iteration 95Q: 3 clusters Score -1395083 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1395107.375000 Penalty: 1932.996704
	Iteration 96Q: 3 clusters Score -1395107 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1395138.125000 Penalty: 1932.996704
	Iteration 97Q: 3 clusters Score -1395138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1395165.500000 Penalty: 1932.996704
	Iteration 98Q: 3 clusters Score -1395166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1395180.250000 Penalty: 1932.996704
	Iteration 99Q: 3 clusters Score -1395180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1395207.000000 Penalty: 1932.996704
	Iteration 100F: 3 clusters Score -1395207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1395219.500000 Penalty: 1932.996704
	Iteration 101Q: 3 clusters Score -1395220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1395241.125000 Penalty: 1932.996704
	Iteration 102Q: 3 clusters Score -1395241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1395260.000000 Penalty: 1932.996704
	Iteration 103Q: 3 clusters Score -1395260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1395297.125000 Penalty: 1932.996704
	Iteration 104Q: 3 clusters Score -1395297 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1395326.875000 Penalty: 1932.996704
	Iteration 105Q: 3 clusters Score -1395327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1395346.000000 Penalty: 1932.996704
	Iteration 106Q: 3 clusters Score -1395346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1395369.000000 Penalty: 1932.996704
	Iteration 107Q: 3 clusters Score -1395369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1395389.125000 Penalty: 1932.996704
	Iteration 108Q: 3 clusters Score -1395389 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1395406.375000 Penalty: 1932.996704
	Iteration 109Q: 3 clusters Score -1395406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1395434.750000 Penalty: 1932.996704
	Iteration 110Q: 3 clusters Score -1395435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1395453.000000 Penalty: 1932.996704
	Iteration 111Q: 3 clusters Score -1395453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1395465.625000 Penalty: 1932.996704
	Iteration 112Q: 3 clusters Score -1395466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1395477.000000 Penalty: 1932.996704
	Iteration 113Q: 3 clusters Score -1395477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1395485.750000 Penalty: 1932.996704
	Iteration 114Q: 3 clusters Score -1395486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1395490.625000 Penalty: 1932.996704
	Iteration 115Q: 3 clusters Score -1395491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1395495.250000 Penalty: 1932.996704
	Iteration 116Q: 3 clusters Score -1395495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1395500.625000 Penalty: 1932.996704
	Iteration 117Q: 3 clusters Score -1395501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1395502.125000 Penalty: 1932.996704
	Iteration 118Q: 3 clusters Score -1395502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1395507.875000 Penalty: 1932.996704
	Iteration 119Q: 3 clusters Score -1395508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1395515.000000 Penalty: 1932.996704
	Iteration 120F: 3 clusters Score -1395515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1395519.000000 Penalty: 1932.996704
	Iteration 121Q: 3 clusters Score -1395519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1395517.875000 Penalty: 1932.996704
	Iteration 122Q: 3 clusters Score -1395518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1395520.875000 Penalty: 1932.996704
	Iteration 123Q: 3 clusters Score -1395521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1395521.250000 Penalty: 1932.996704
	Iteration 124Q: 3 clusters Score -1395521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1395523.750000 Penalty: 1932.996704
	Iteration 125Q: 3 clusters Score -1395524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1395524.500000 Penalty: 1932.996704
	Iteration 126Q: 3 clusters Score -1395524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1395522.750000 Penalty: 1932.996704
	Iteration 127Q: 3 clusters Score -1395523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1395522.750000 Penalty: 1932.996704
	Iteration 128F: 3 clusters Score -1395523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Entering Unmasked Estep 
Score: -347507.812500 Penalty: 846.863953
	Iteration 0F: 2 clusters Score -347507.8 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 3775 members 
Entering Unmasked Estep 
Score: -342296.531250 Penalty: 1693.727905
	Iteration 0F: 3 clusters Score -342296.5 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -344419.468750 Penalty: 1693.727905
	Iteration 1F: 3 clusters Score -344419.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -344991.625000 Penalty: 1693.727905
	Iteration 2F: 3 clusters Score -344991.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -345661.343750 Penalty: 1693.727905
	Iteration 3F: 3 clusters Score -345661.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -346319.656250 Penalty: 1693.727905
	Iteration 4F: 3 clusters Score -346319.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -346916.531250 Penalty: 1693.727905
	Iteration 5F: 3 clusters Score -346916.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -347204.843750 Penalty: 1693.727905
	Iteration 6F: 3 clusters Score -347204.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -347341.187500 Penalty: 1693.727905
	Iteration 7Q: 3 clusters Score -347341.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -347411.031250 Penalty: 1693.727905
	Iteration 8Q: 3 clusters Score -347411 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -347443.906250 Penalty: 1693.727905
	Iteration 9Q: 3 clusters Score -347443.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -347454.843750 Penalty: 1693.727905
	Iteration 10Q: 3 clusters Score -347454.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -347461.875000 Penalty: 1693.727905
	Iteration 11Q: 3 clusters Score -347461.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -347465.093750 Penalty: 1693.727905
	Iteration 12Q: 3 clusters Score -347465.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -347467.687500 Penalty: 1693.727905
	Iteration 13Q: 3 clusters Score -347467.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -347469.468750 Penalty: 1693.727905
	Iteration 14Q: 3 clusters Score -347469.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -347470.718750 Penalty: 1693.727905
	Iteration 15Q: 3 clusters Score -347470.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -347471.593750 Penalty: 1693.727905
	Iteration 16Q: 3 clusters Score -347471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -347471.812500 Penalty: 1693.727905
	Iteration 17Q: 3 clusters Score -347471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -347472.500000 Penalty: 1693.727905
	Iteration 18Q: 3 clusters Score -347472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -347472.593750 Penalty: 1693.727905
	Iteration 19Q: 3 clusters Score -347472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -347473.093750 Penalty: 1693.727905
	Iteration 20F: 3 clusters Score -347473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -347472.968750 Penalty: 1693.727905
	Iteration 21Q: 3 clusters Score -347473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -347473.750000 Penalty: 1693.727905
	Iteration 22Q: 3 clusters Score -347473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -347473.750000 Penalty: 1693.727905
	Iteration 23F: 3 clusters Score -347473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -331080.125000 Penalty: 831.914734
	Iteration 0F: 2 clusters Score -331080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -326580.718750 Penalty: 1663.829468
	Iteration 0F: 3 clusters Score -326580.7 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -328249.468750 Penalty: 1663.829468
	Iteration 1F: 3 clusters Score -328249.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -328575.218750 Penalty: 1663.829468
	Iteration 2F: 3 clusters Score -328575.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -328953.593750 Penalty: 1663.829468
	Iteration 3F: 3 clusters Score -328953.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -329364.718750 Penalty: 1663.829468
	Iteration 4F: 3 clusters Score -329364.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -329676.000000 Penalty: 1663.829468
	Iteration 5F: 3 clusters Score -329676 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -329896.843750 Penalty: 1663.829468
	Iteration 6Q: 3 clusters Score -329896.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -330083.750000 Penalty: 1663.829468
	Iteration 7Q: 3 clusters Score -330083.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -330228.906250 Penalty: 1663.829468
	Iteration 8Q: 3 clusters Score -330228.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -330305.406250 Penalty: 1663.829468
	Iteration 9Q: 3 clusters Score -330305.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -330366.843750 Penalty: 1663.829468
	Iteration 10Q: 3 clusters Score -330366.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -330413.906250 Penalty: 1663.829468
	Iteration 11Q: 3 clusters Score -330413.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -330452.343750 Penalty: 1663.829468
	Iteration 12Q: 3 clusters Score -330452.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -330492.906250 Penalty: 1663.829468
	Iteration 13Q: 3 clusters Score -330492.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -330532.687500 Penalty: 1663.829468
	Iteration 14Q: 3 clusters Score -330532.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -330558.687500 Penalty: 1663.829468
	Iteration 15Q: 3 clusters Score -330558.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -330582.781250 Penalty: 1663.829468
	Iteration 16Q: 3 clusters Score -330582.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -330594.093750 Penalty: 1663.829468
	Iteration 17Q: 3 clusters Score -330594.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -330611.281250 Penalty: 1663.829468
	Iteration 18Q: 3 clusters Score -330611.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -330625.656250 Penalty: 1663.829468
	Iteration 19Q: 3 clusters Score -330625.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -330638.625000 Penalty: 1663.829468
	Iteration 20F: 3 clusters Score -330638.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -330654.531250 Penalty: 1663.829468
	Iteration 21Q: 3 clusters Score -330654.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -330666.531250 Penalty: 1663.829468
	Iteration 22Q: 3 clusters Score -330666.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -330680.281250 Penalty: 1663.829468
	Iteration 23Q: 3 clusters Score -330680.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -330692.343750 Penalty: 1663.829468
	Iteration 24Q: 3 clusters Score -330692.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -330702.531250 Penalty: 1663.829468
	Iteration 25Q: 3 clusters Score -330702.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -330711.468750 Penalty: 1663.829468
	Iteration 26Q: 3 clusters Score -330711.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -330720.750000 Penalty: 1663.829468
	Iteration 27Q: 3 clusters Score -330720.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -330728.093750 Penalty: 1663.829468
	Iteration 28Q: 3 clusters Score -330728.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -330734.875000 Penalty: 1663.829468
	Iteration 29Q: 3 clusters Score -330734.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -330744.093750 Penalty: 1663.829468
	Iteration 30Q: 3 clusters Score -330744.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -330753.156250 Penalty: 1663.829468
	Iteration 31Q: 3 clusters Score -330753.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -330762.000000 Penalty: 1663.829468
	Iteration 32Q: 3 clusters Score -330762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -330768.562500 Penalty: 1663.829468
	Iteration 33Q: 3 clusters Score -330768.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -330773.343750 Penalty: 1663.829468
	Iteration 34Q: 3 clusters Score -330773.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -330779.937500 Penalty: 1663.829468
	Iteration 35Q: 3 clusters Score -330779.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -330790.937500 Penalty: 1663.829468
	Iteration 36Q: 3 clusters Score -330790.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -330805.562500 Penalty: 1663.829468
	Iteration 37Q: 3 clusters Score -330805.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -330822.843750 Penalty: 1663.829468
	Iteration 38Q: 3 clusters Score -330822.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -330841.187500 Penalty: 1663.829468
	Iteration 39Q: 3 clusters Score -330841.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -330856.875000 Penalty: 1663.829468
	Iteration 40F: 3 clusters Score -330856.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -330871.968750 Penalty: 1663.829468
	Iteration 41Q: 3 clusters Score -330872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -330880.312500 Penalty: 1663.829468
	Iteration 42Q: 3 clusters Score -330880.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -330891.531250 Penalty: 1663.829468
	Iteration 43Q: 3 clusters Score -330891.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -330909.437500 Penalty: 1663.829468
	Iteration 44Q: 3 clusters Score -330909.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -330931.375000 Penalty: 1663.829468
	Iteration 45Q: 3 clusters Score -330931.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -330957.000000 Penalty: 1663.829468
	Iteration 46Q: 3 clusters Score -330957 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -330975.437500 Penalty: 1663.829468
	Iteration 47Q: 3 clusters Score -330975.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -330994.968750 Penalty: 1663.829468
	Iteration 48Q: 3 clusters Score -330995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -331015.781250 Penalty: 1663.829468
	Iteration 49Q: 3 clusters Score -331015.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -331038.156250 Penalty: 1663.829468
	Iteration 50Q: 3 clusters Score -331038.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -331068.156250 Penalty: 1663.829468
	Iteration 51Q: 3 clusters Score -331068.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -331096.406250 Penalty: 1663.829468
	Iteration 52Q: 3 clusters Score -331096.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -331127.500000 Penalty: 1663.829468
	Iteration 53Q: 3 clusters Score -331127.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -331149.781250 Penalty: 1663.829468
	Iteration 54Q: 3 clusters Score -331149.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -331168.468750 Penalty: 1663.829468
	Iteration 55Q: 3 clusters Score -331168.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -331182.062500 Penalty: 1663.829468
	Iteration 56Q: 3 clusters Score -331182.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -331194.031250 Penalty: 1663.829468
	Iteration 57Q: 3 clusters Score -331194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -331206.406250 Penalty: 1663.829468
	Iteration 58Q: 3 clusters Score -331206.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -331216.250000 Penalty: 1663.829468
	Iteration 59Q: 3 clusters Score -331216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -331221.812500 Penalty: 1663.829468
	Iteration 60F: 3 clusters Score -331221.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -331229.093750 Penalty: 1663.829468
	Iteration 61Q: 3 clusters Score -331229.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -331234.406250 Penalty: 1663.829468
	Iteration 62Q: 3 clusters Score -331234.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -331242.312500 Penalty: 1663.829468
	Iteration 63Q: 3 clusters Score -331242.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -331247.656250 Penalty: 1663.829468
	Iteration 64Q: 3 clusters Score -331247.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -331249.875000 Penalty: 1663.829468
	Iteration 65Q: 3 clusters Score -331249.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -331250.562500 Penalty: 1663.829468
	Iteration 66Q: 3 clusters Score -331250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -331252.062500 Penalty: 1663.829468
	Iteration 67Q: 3 clusters Score -331252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -331253.375000 Penalty: 1663.829468
	Iteration 68Q: 3 clusters Score -331253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -331254.781250 Penalty: 1663.829468
	Iteration 69Q: 3 clusters Score -331254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -331255.656250 Penalty: 1663.829468
	Iteration 70Q: 3 clusters Score -331255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -331255.906250 Penalty: 1663.829468
	Iteration 71Q: 3 clusters Score -331255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -331256.812500 Penalty: 1663.829468
	Iteration 72Q: 3 clusters Score -331256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -331256.906250 Penalty: 1663.829468
	Iteration 73Q: 3 clusters Score -331256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -331257.781250 Penalty: 1663.829468
	Iteration 74Q: 3 clusters Score -331257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -331258.718750 Penalty: 1663.829468
	Iteration 75Q: 3 clusters Score -331258.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -331262.968750 Penalty: 1663.829468
	Iteration 76Q: 3 clusters Score -331263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -331266.125000 Penalty: 1663.829468
	Iteration 77Q: 3 clusters Score -331266.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -331268.687500 Penalty: 1663.829468
	Iteration 78Q: 3 clusters Score -331268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -331269.531250 Penalty: 1663.829468
	Iteration 79Q: 3 clusters Score -331269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -331270.500000 Penalty: 1663.829468
	Iteration 80F: 3 clusters Score -331270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -331273.031250 Penalty: 1663.829468
	Iteration 81Q: 3 clusters Score -331273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -331272.406250 Penalty: 1663.829468
	Iteration 82Q: 3 clusters Score -331272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -331273.937500 Penalty: 1663.829468
	Iteration 83Q: 3 clusters Score -331273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -331275.718750 Penalty: 1663.829468
	Iteration 84Q: 3 clusters Score -331275.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -331276.750000 Penalty: 1663.829468
	Iteration 85Q: 3 clusters Score -331276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -331277.750000 Penalty: 1663.829468
	Iteration 86Q: 3 clusters Score -331277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -331279.562500 Penalty: 1663.829468
	Iteration 87Q: 3 clusters Score -331279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -331279.562500 Penalty: 1663.829468
	Iteration 88Q: 3 clusters Score -331279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -331279.781250 Penalty: 1663.829468
	Iteration 89Q: 3 clusters Score -331279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -331279.781250 Penalty: 1663.829468
	Iteration 90F: 3 clusters Score -331279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 56393 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 83722 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 26204 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 267265 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 20 contains 147812 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 28176 members 
Mstep: Class 24 contains 5285 members 
Entering Unmasked Estep 
Score: -38610440.000000 Penalty: 30804.640625
Splitting cluster 17 changes total score from -38610600.000000 to -38610440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (267265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267265 members 
Entering Unmasked Estep 
Score: -14943153.000000 Penalty: 1187.119629
	Iteration 0F: 2 clusters Score -1.494315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133324 members 
Mstep: Class 2 contains 133941 members 
Entering Unmasked Estep 
Score: -14765713.000000 Penalty: 2374.239258
	Iteration 0F: 3 clusters Score -1.476571e+07 nChanged 130861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128123 members 
Mstep: Class 2 contains 139142 members 
Entering Unmasked Estep 
Score: -14846261.000000 Penalty: 2374.239258
	Iteration 1F: 3 clusters Score -1.484626e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125681 members 
Mstep: Class 2 contains 141584 members 
Entering Unmasked Estep 
Score: -14849959.000000 Penalty: 2374.239258
	Iteration 2Q: 3 clusters Score -1.484996e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122271 members 
Mstep: Class 2 contains 144994 members 
Entering Unmasked Estep 
Score: -14856150.000000 Penalty: 2374.239258
	Iteration 3Q: 3 clusters Score -1.485615e+07 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117244 members 
Mstep: Class 2 contains 150021 members 
Entering Unmasked Estep 
Score: -14864953.000000 Penalty: 2374.239258
	Iteration 4F: 3 clusters Score -1.486495e+07 nChanged 16381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -14876024.000000 Penalty: 2374.239258
	Iteration 5F: 3 clusters Score -1.487602e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100186 members 
Mstep: Class 2 contains 167079 members 
Entering Unmasked Estep 
Score: -14889748.000000 Penalty: 2374.239258
	Iteration 6F: 3 clusters Score -1.488975e+07 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 178914 members 
Entering Unmasked Estep 
Score: -14903514.000000 Penalty: 2374.239258
	Iteration 7F: 3 clusters Score -1.490351e+07 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 191565 members 
Entering Unmasked Estep 
Score: -14916153.000000 Penalty: 2374.239258
	Iteration 8F: 3 clusters Score -1.491615e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 203360 members 
Entering Unmasked Estep 
Score: -14925583.000000 Penalty: 2374.239258
	Iteration 9F: 3 clusters Score -1.492558e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 213613 members 
Entering Unmasked Estep 
Score: -14932247.000000 Penalty: 2374.239258
	Iteration 10Q: 3 clusters Score -1.493225e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 222126 members 
Entering Unmasked Estep 
Score: -14936611.000000 Penalty: 2374.239258
	Iteration 11Q: 3 clusters Score -1.493661e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 229020 members 
Entering Unmasked Estep 
Score: -14939548.000000 Penalty: 2374.239258
	Iteration 12Q: 3 clusters Score -1.493955e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 234582 members 
Entering Unmasked Estep 
Score: -14941526.000000 Penalty: 2374.239258
	Iteration 13Q: 3 clusters Score -1.494153e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 239069 members 
Entering Unmasked Estep 
Score: -14942939.000000 Penalty: 2374.239258
	Iteration 14Q: 3 clusters Score -1.494294e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 242598 members 
Entering Unmasked Estep 
Score: -14943729.000000 Penalty: 2374.239258
	Iteration 15Q: 3 clusters Score -1.494373e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 245351 members 
Entering Unmasked Estep 
Score: -14944372.000000 Penalty: 2374.239258
	Iteration 16Q: 3 clusters Score -1.494437e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 247499 members 
Entering Unmasked Estep 
Score: -14944700.000000 Penalty: 2374.239258
	Iteration 17Q: 3 clusters Score -1.49447e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 249218 members 
Entering Unmasked Estep 
Score: -14944980.000000 Penalty: 2374.239258
	Iteration 18Q: 3 clusters Score -1.494498e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 250546 members 
Entering Unmasked Estep 
Score: -14945171.000000 Penalty: 2374.239258
	Iteration 19Q: 3 clusters Score -1.494517e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 251595 members 
Entering Unmasked Estep 
Score: -14945257.000000 Penalty: 2374.239258
	Iteration 20F: 3 clusters Score -1.494526e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 252466 members 
Entering Unmasked Estep 
Score: -14945419.000000 Penalty: 2374.239258
	Iteration 21Q: 3 clusters Score -1.494542e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 253185 members 
Entering Unmasked Estep 
Score: -14945477.000000 Penalty: 2374.239258
	Iteration 22Q: 3 clusters Score -1.494548e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 253766 members 
Entering Unmasked Estep 
Score: -14945494.000000 Penalty: 2374.239258
	Iteration 23Q: 3 clusters Score -1.494549e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 254244 members 
Entering Unmasked Estep 
Score: -14945534.000000 Penalty: 2374.239258
	Iteration 24Q: 3 clusters Score -1.494553e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 254611 members 
Entering Unmasked Estep 
Score: -14945534.000000 Penalty: 2374.239258
	Iteration 25Q: 3 clusters Score -1.494553e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 254921 members 
Entering Unmasked Estep 
Score: -14945554.000000 Penalty: 2374.239258
	Iteration 26Q: 3 clusters Score -1.494555e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 255188 members 
Entering Unmasked Estep 
Score: -14945583.000000 Penalty: 2374.239258
	Iteration 27Q: 3 clusters Score -1.494558e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 255422 members 
Entering Unmasked Estep 
Score: -14945584.000000 Penalty: 2374.239258
	Iteration 28Q: 3 clusters Score -1.494558e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 255603 members 
Entering Unmasked Estep 
Score: -14945607.000000 Penalty: 2374.239258
	Iteration 29Q: 3 clusters Score -1.494561e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 255764 members 
Entering Unmasked Estep 
Score: -14945616.000000 Penalty: 2374.239258
	Iteration 30Q: 3 clusters Score -1.494562e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 255917 members 
Entering Unmasked Estep 
Score: -14945641.000000 Penalty: 2374.239258
	Iteration 31Q: 3 clusters Score -1.494564e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 256037 members 
Entering Unmasked Estep 
Score: -14945653.000000 Penalty: 2374.239258
	Iteration 32Q: 3 clusters Score -1.494565e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 256142 members 
Entering Unmasked Estep 
Score: -14945661.000000 Penalty: 2374.239258
	Iteration 33Q: 3 clusters Score -1.494566e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 256236 members 
Entering Unmasked Estep 
Score: -14945659.000000 Penalty: 2374.239258
	Iteration 34Q: 3 clusters Score -1.494566e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 256301 members 
Entering Unmasked Estep 
Score: -14945652.000000 Penalty: 2374.239258
	Iteration 35Q: 3 clusters Score -1.494565e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 256373 members 
Entering Unmasked Estep 
Score: -14945652.000000 Penalty: 2374.239258
	Iteration 36Q: 3 clusters Score -1.494565e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 256440 members 
Entering Unmasked Estep 
Score: -14945652.000000 Penalty: 2374.239258
	Iteration 37Q: 3 clusters Score -1.494565e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 256506 members 
Entering Unmasked Estep 
Score: -14945654.000000 Penalty: 2374.239258
	Iteration 38Q: 3 clusters Score -1.494565e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 256581 members 
Entering Unmasked Estep 
Score: -14945670.000000 Penalty: 2374.239258
	Iteration 39Q: 3 clusters Score -1.494567e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 256657 members 
Entering Unmasked Estep 
Score: -14945657.000000 Penalty: 2374.239258
	Iteration 40F: 3 clusters Score -1.494566e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 256714 members 
Entering Unmasked Estep 
Score: -14945648.000000 Penalty: 2374.239258
	Iteration 41Q: 3 clusters Score -1.494565e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 256768 members 
Entering Unmasked Estep 
Score: -14945655.000000 Penalty: 2374.239258
	Iteration 42Q: 3 clusters Score -1.494566e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 256830 members 
Entering Unmasked Estep 
Score: -14945664.000000 Penalty: 2374.239258
	Iteration 43Q: 3 clusters Score -1.494566e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 256880 members 
Entering Unmasked Estep 
Score: -14945687.000000 Penalty: 2374.239258
	Iteration 44Q: 3 clusters Score -1.494569e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 256943 members 
Entering Unmasked Estep 
Score: -14945687.000000 Penalty: 2374.239258
	Iteration 45Q: 3 clusters Score -1.494569e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 256982 members 
Entering Unmasked Estep 
Score: -14945703.000000 Penalty: 2374.239258
	Iteration 46Q: 3 clusters Score -1.49457e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 257011 members 
Entering Unmasked Estep 
Score: -14945713.000000 Penalty: 2374.239258
	Iteration 47Q: 3 clusters Score -1.494571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 257036 members 
Entering Unmasked Estep 
Score: -14945718.000000 Penalty: 2374.239258
	Iteration 48Q: 3 clusters Score -1.494572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 257055 members 
Entering Unmasked Estep 
Score: -14945725.000000 Penalty: 2374.239258
	Iteration 49Q: 3 clusters Score -1.494572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 257072 members 
Entering Unmasked Estep 
Score: -14945699.000000 Penalty: 2374.239258
	Iteration 50Q: 3 clusters Score -1.49457e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 257094 members 
Entering Unmasked Estep 
Score: -14945717.000000 Penalty: 2374.239258
	Iteration 51Q: 3 clusters Score -1.494572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 257120 members 
Entering Unmasked Estep 
Score: -14945709.000000 Penalty: 2374.239258
	Iteration 52Q: 3 clusters Score -1.494571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 257139 members 
Entering Unmasked Estep 
Score: -14945717.000000 Penalty: 2374.239258
	Iteration 53Q: 3 clusters Score -1.494572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 257156 members 
Entering Unmasked Estep 
Score: -14945721.000000 Penalty: 2374.239258
	Iteration 54Q: 3 clusters Score -1.494572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 257177 members 
Entering Unmasked Estep 
Score: -14945723.000000 Penalty: 2374.239258
	Iteration 55Q: 3 clusters Score -1.494572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 257195 members 
Entering Unmasked Estep 
Score: -14945733.000000 Penalty: 2374.239258
	Iteration 56Q: 3 clusters Score -1.494573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 257218 members 
Entering Unmasked Estep 
Score: -14945704.000000 Penalty: 2374.239258
	Iteration 57Q: 3 clusters Score -1.49457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 257239 members 
Entering Unmasked Estep 
Score: -14945703.000000 Penalty: 2374.239258
	Iteration 58Q: 3 clusters Score -1.49457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 257254 members 
Entering Unmasked Estep 
Score: -14945717.000000 Penalty: 2374.239258
	Iteration 59Q: 3 clusters Score -1.494572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 257263 members 
Entering Unmasked Estep 
Score: -14945710.000000 Penalty: 2374.239258
	Iteration 60F: 3 clusters Score -1.494571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 257265 members 
Entering Unmasked Estep 
Score: -14945715.000000 Penalty: 2374.239258
	Iteration 61Q: 3 clusters Score -1.494572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 257267 members 
Entering Unmasked Estep 
Score: -14945718.000000 Penalty: 2374.239258
	Iteration 62Q: 3 clusters Score -1.494572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 257270 members 
Entering Unmasked Estep 
Score: -14945718.000000 Penalty: 2374.239258
	Iteration 63Q: 3 clusters Score -1.494572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 257270 members 
Entering Unmasked Estep 
Score: -14945717.000000 Penalty: 2374.239258
	Iteration 64Q: 3 clusters Score -1.494572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 257272 members 
Entering Unmasked Estep 
Score: -14945717.000000 Penalty: 2374.239258
	Iteration 65Q: 3 clusters Score -1.494572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 257277 members 
Entering Unmasked Estep 
Score: -14945718.000000 Penalty: 2374.239258
	Iteration 66Q: 3 clusters Score -1.494572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 257281 members 
Entering Unmasked Estep 
Score: -14945717.000000 Penalty: 2374.239258
	Iteration 67Q: 3 clusters Score -1.494572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 257285 members 
Entering Unmasked Estep 
Score: -14945726.000000 Penalty: 2374.239258
	Iteration 68Q: 3 clusters Score -1.494573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 257289 members 
Entering Unmasked Estep 
Score: -14945724.000000 Penalty: 2374.239258
	Iteration 69Q: 3 clusters Score -1.494572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 257296 members 
Entering Unmasked Estep 
Score: -14945719.000000 Penalty: 2374.239258
	Iteration 70Q: 3 clusters Score -1.494572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 257301 members 
Entering Unmasked Estep 
Score: -14945719.000000 Penalty: 2374.239258
	Iteration 71Q: 3 clusters Score -1.494572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 257303 members 
Entering Unmasked Estep 
Score: -14945728.000000 Penalty: 2374.239258
	Iteration 72Q: 3 clusters Score -1.494573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 257305 members 
Entering Unmasked Estep 
Score: -14945718.000000 Penalty: 2374.239258
	Iteration 73Q: 3 clusters Score -1.494572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 257307 members 
Entering Unmasked Estep 
Score: -14945719.000000 Penalty: 2374.239258
	Iteration 74Q: 3 clusters Score -1.494572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 257308 members 
Entering Unmasked Estep 
Score: -14945712.000000 Penalty: 2374.239258
	Iteration 75Q: 3 clusters Score -1.494571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 257308 members 
Entering Unmasked Estep 
Score: -14945712.000000 Penalty: 2374.239258
	Iteration 76F: 3 clusters Score -1.494571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 56393 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 83722 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 26204 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 9957 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 20 contains 147812 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 28176 members 
Mstep: Class 24 contains 257308 members 
Entering Unmasked Estep 
Score: -38613472.000000 Penalty: 30804.640625
Splitting cluster 18 changes total score from -38610600.000000 to -38613472.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (147812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147812 members 
Entering Unmasked Estep 
Score: -8004409.500000 Penalty: 1130.851074
	Iteration 0F: 2 clusters Score -8004410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -7904696.000000 Penalty: 2261.702148
	Iteration 0F: 3 clusters Score -7904696 nChanged 71974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -7947959.500000 Penalty: 2261.702148
	Iteration 1F: 3 clusters Score -7947960 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -7949241.000000 Penalty: 2261.702148
	Iteration 2Q: 3 clusters Score -7949241 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -7951284.500000 Penalty: 2261.702148
	Iteration 3Q: 3 clusters Score -7951284 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -7954698.000000 Penalty: 2261.702148
	Iteration 4Q: 3 clusters Score -7954698 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -7960550.500000 Penalty: 2261.702148
	Iteration 5F: 3 clusters Score -7960550 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112350 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -7969698.000000 Penalty: 2261.702148
	Iteration 6F: 3 clusters Score -7969698 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124668 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -7981397.500000 Penalty: 2261.702148
	Iteration 7F: 3 clusters Score -7981398 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -7991975.500000 Penalty: 2261.702148
	Iteration 8F: 3 clusters Score -7991976 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -7998551.500000 Penalty: 2261.702148
	Iteration 9Q: 3 clusters Score -7998552 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145299 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8001617.500000 Penalty: 2261.702148
	Iteration 10Q: 3 clusters Score -8001618 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8002751.500000 Penalty: 2261.702148
	Iteration 11Q: 3 clusters Score -8002752 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8003197.500000 Penalty: 2261.702148
	Iteration 12Q: 3 clusters Score -8003198 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147272 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8003381.500000 Penalty: 2261.702148
	Iteration 13Q: 3 clusters Score -8003382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8003456.500000 Penalty: 2261.702148
	Iteration 14Q: 3 clusters Score -8003456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8003507.500000 Penalty: 2261.702148
	Iteration 15Q: 3 clusters Score -8003508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147340 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8003538.000000 Penalty: 2261.702148
	Iteration 16Q: 3 clusters Score -8003538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8003560.500000 Penalty: 2261.702148
	Iteration 17Q: 3 clusters Score -8003560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8003590.500000 Penalty: 2261.702148
	Iteration 18Q: 3 clusters Score -8003590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147333 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8003600.500000 Penalty: 2261.702148
	Iteration 19Q: 3 clusters Score -8003600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147325 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8003614.500000 Penalty: 2261.702148
	Iteration 20F: 3 clusters Score -8003614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8003628.000000 Penalty: 2261.702148
	Iteration 21Q: 3 clusters Score -8003628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147335 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8003642.500000 Penalty: 2261.702148
	Iteration 22Q: 3 clusters Score -8003642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147330 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8003654.000000 Penalty: 2261.702148
	Iteration 23Q: 3 clusters Score -8003654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147324 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8003678.500000 Penalty: 2261.702148
	Iteration 24Q: 3 clusters Score -8003678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8003687.500000 Penalty: 2261.702148
	Iteration 25Q: 3 clusters Score -8003688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8003694.500000 Penalty: 2261.702148
	Iteration 26Q: 3 clusters Score -8003694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147327 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8003705.500000 Penalty: 2261.702148
	Iteration 27Q: 3 clusters Score -8003706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147332 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8003731.000000 Penalty: 2261.702148
	Iteration 28Q: 3 clusters Score -8003731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147328 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8003743.000000 Penalty: 2261.702148
	Iteration 29Q: 3 clusters Score -8003743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147325 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8003772.000000 Penalty: 2261.702148
	Iteration 30Q: 3 clusters Score -8003772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147308 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8003802.000000 Penalty: 2261.702148
	Iteration 31Q: 3 clusters Score -8003802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147293 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8003832.500000 Penalty: 2261.702148
	Iteration 32Q: 3 clusters Score -8003832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147276 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8003876.000000 Penalty: 2261.702148
	Iteration 33Q: 3 clusters Score -8003876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147246 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8003895.000000 Penalty: 2261.702148
	Iteration 34Q: 3 clusters Score -8003895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147227 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8003903.500000 Penalty: 2261.702148
	Iteration 35Q: 3 clusters Score -8003904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147210 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8003921.000000 Penalty: 2261.702148
	Iteration 36Q: 3 clusters Score -8003921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8003937.500000 Penalty: 2261.702148
	Iteration 37Q: 3 clusters Score -8003938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147172 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8003950.500000 Penalty: 2261.702148
	Iteration 38Q: 3 clusters Score -8003950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8003959.000000 Penalty: 2261.702148
	Iteration 39Q: 3 clusters Score -8003959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8003973.000000 Penalty: 2261.702148
	Iteration 40F: 3 clusters Score -8003973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8003992.500000 Penalty: 2261.702148
	Iteration 41Q: 3 clusters Score -8003992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147090 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8004002.500000 Penalty: 2261.702148
	Iteration 42Q: 3 clusters Score -8004002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147077 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8004014.000000 Penalty: 2261.702148
	Iteration 43Q: 3 clusters Score -8004014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8004024.500000 Penalty: 2261.702148
	Iteration 44Q: 3 clusters Score -8004024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8004036.000000 Penalty: 2261.702148
	Iteration 45Q: 3 clusters Score -8004036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147000 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8004049.500000 Penalty: 2261.702148
	Iteration 46Q: 3 clusters Score -8004050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146968 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8004076.500000 Penalty: 2261.702148
	Iteration 47Q: 3 clusters Score -8004076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146944 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8004100.500000 Penalty: 2261.702148
	Iteration 48Q: 3 clusters Score -8004100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146919 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8004119.500000 Penalty: 2261.702148
	Iteration 49Q: 3 clusters Score -8004120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146898 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8004131.500000 Penalty: 2261.702148
	Iteration 50Q: 3 clusters Score -8004132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146876 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8004141.000000 Penalty: 2261.702148
	Iteration 51Q: 3 clusters Score -8004141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146864 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8004151.500000 Penalty: 2261.702148
	Iteration 52Q: 3 clusters Score -8004152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146854 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8004154.500000 Penalty: 2261.702148
	Iteration 53Q: 3 clusters Score -8004154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146844 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8004157.500000 Penalty: 2261.702148
	Iteration 54Q: 3 clusters Score -8004158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146833 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8004167.000000 Penalty: 2261.702148
	Iteration 55Q: 3 clusters Score -8004167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8004163.500000 Penalty: 2261.702148
	Iteration 56Q: 3 clusters Score -8004164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146825 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8004169.500000 Penalty: 2261.702148
	Iteration 57Q: 3 clusters Score -8004170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146815 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8004184.500000 Penalty: 2261.702148
	Iteration 58Q: 3 clusters Score -8004184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146810 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8004188.000000 Penalty: 2261.702148
	Iteration 59Q: 3 clusters Score -8004188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146808 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8004187.500000 Penalty: 2261.702148
	Iteration 60F: 3 clusters Score -8004188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146802 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8004194.000000 Penalty: 2261.702148
	Iteration 61Q: 3 clusters Score -8004194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8004197.500000 Penalty: 2261.702148
	Iteration 62Q: 3 clusters Score -8004198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8004193.000000 Penalty: 2261.702148
	Iteration 63Q: 3 clusters Score -8004193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146779 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8004183.000000 Penalty: 2261.702148
	Iteration 64Q: 3 clusters Score -8004183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146771 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8004187.500000 Penalty: 2261.702148
	Iteration 65Q: 3 clusters Score -8004188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8004192.000000 Penalty: 2261.702148
	Iteration 66Q: 3 clusters Score -8004192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146759 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8004182.000000 Penalty: 2261.702148
	Iteration 67Q: 3 clusters Score -8004182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146753 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8004194.500000 Penalty: 2261.702148
	Iteration 68Q: 3 clusters Score -8004194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146750 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8004189.000000 Penalty: 2261.702148
	Iteration 69Q: 3 clusters Score -8004189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8004198.500000 Penalty: 2261.702148
	Iteration 70Q: 3 clusters Score -8004198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8004201.500000 Penalty: 2261.702148
	Iteration 71Q: 3 clusters Score -8004202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146732 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8004207.500000 Penalty: 2261.702148
	Iteration 72Q: 3 clusters Score -8004208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8004208.500000 Penalty: 2261.702148
	Iteration 73Q: 3 clusters Score -8004208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146734 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8004212.500000 Penalty: 2261.702148
	Iteration 74Q: 3 clusters Score -8004212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146733 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8004213.500000 Penalty: 2261.702148
	Iteration 75Q: 3 clusters Score -8004214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146732 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8004213.000000 Penalty: 2261.702148
	Iteration 76Q: 3 clusters Score -8004213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8004210.500000 Penalty: 2261.702148
	Iteration 77Q: 3 clusters Score -8004210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8004210.500000 Penalty: 2261.702148
	Iteration 78F: 3 clusters Score -8004210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -137539.843750 Penalty: 746.717590
	Iteration 0F: 2 clusters Score -137539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -135502.937500 Penalty: 1493.435181
	Iteration 0F: 3 clusters Score -135502.9 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -136220.171875 Penalty: 1493.435181
	Iteration 1F: 3 clusters Score -136220.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -136436.578125 Penalty: 1493.435181
	Iteration 2F: 3 clusters Score -136436.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -136566.796875 Penalty: 1493.435181
	Iteration 3F: 3 clusters Score -136566.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -136645.515625 Penalty: 1493.435181
	Iteration 4Q: 3 clusters Score -136645.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -136704.078125 Penalty: 1493.435181
	Iteration 5Q: 3 clusters Score -136704.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -136740.875000 Penalty: 1493.435181
	Iteration 6Q: 3 clusters Score -136740.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -136761.937500 Penalty: 1493.435181
	Iteration 7Q: 3 clusters Score -136761.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -136779.437500 Penalty: 1493.435181
	Iteration 8Q: 3 clusters Score -136779.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -136798.062500 Penalty: 1493.435181
	Iteration 9Q: 3 clusters Score -136798.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -136814.625000 Penalty: 1493.435181
	Iteration 10Q: 3 clusters Score -136814.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -136834.000000 Penalty: 1493.435181
	Iteration 11Q: 3 clusters Score -136834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -136853.640625 Penalty: 1493.435181
	Iteration 12Q: 3 clusters Score -136853.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -136865.953125 Penalty: 1493.435181
	Iteration 13Q: 3 clusters Score -136866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -136872.296875 Penalty: 1493.435181
	Iteration 14Q: 3 clusters Score -136872.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -136879.859375 Penalty: 1493.435181
	Iteration 15Q: 3 clusters Score -136879.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -136885.984375 Penalty: 1493.435181
	Iteration 16Q: 3 clusters Score -136886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -136891.218750 Penalty: 1493.435181
	Iteration 17Q: 3 clusters Score -136891.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -136898.062500 Penalty: 1493.435181
	Iteration 18Q: 3 clusters Score -136898.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -136911.953125 Penalty: 1493.435181
	Iteration 19Q: 3 clusters Score -136912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -136930.484375 Penalty: 1493.435181
	Iteration 20F: 3 clusters Score -136930.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -136946.062500 Penalty: 1493.435181
	Iteration 21Q: 3 clusters Score -136946.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -136957.625000 Penalty: 1493.435181
	Iteration 22Q: 3 clusters Score -136957.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -136969.046875 Penalty: 1493.435181
	Iteration 23Q: 3 clusters Score -136969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -136982.375000 Penalty: 1493.435181
	Iteration 24Q: 3 clusters Score -136982.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -136995.140625 Penalty: 1493.435181
	Iteration 25Q: 3 clusters Score -136995.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -137002.968750 Penalty: 1493.435181
	Iteration 26Q: 3 clusters Score -137003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -137010.828125 Penalty: 1493.435181
	Iteration 27Q: 3 clusters Score -137010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -137019.828125 Penalty: 1493.435181
	Iteration 28Q: 3 clusters Score -137019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -137024.093750 Penalty: 1493.435181
	Iteration 29Q: 3 clusters Score -137024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -137026.515625 Penalty: 1493.435181
	Iteration 30Q: 3 clusters Score -137026.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -137028.500000 Penalty: 1493.435181
	Iteration 31Q: 3 clusters Score -137028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -137030.562500 Penalty: 1493.435181
	Iteration 32Q: 3 clusters Score -137030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -137032.156250 Penalty: 1493.435181
	Iteration 33Q: 3 clusters Score -137032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -137032.468750 Penalty: 1493.435181
	Iteration 34Q: 3 clusters Score -137032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -137032.562500 Penalty: 1493.435181
	Iteration 35Q: 3 clusters Score -137032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -137033.281250 Penalty: 1493.435181
	Iteration 36Q: 3 clusters Score -137033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -137034.734375 Penalty: 1493.435181
	Iteration 37Q: 3 clusters Score -137034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -137034.937500 Penalty: 1493.435181
	Iteration 38Q: 3 clusters Score -137034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -137034.937500 Penalty: 1493.435181
	Iteration 39F: 3 clusters Score -137034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -173147.390625 Penalty: 766.557739
	Iteration 0F: 2 clusters Score -173147.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -170746.156250 Penalty: 1533.115479
	Iteration 0F: 3 clusters Score -170746.2 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -171445.250000 Penalty: 1533.115479
	Iteration 1F: 3 clusters Score -171445.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -171556.312500 Penalty: 1533.115479
	Iteration 2F: 3 clusters Score -171556.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -171637.328125 Penalty: 1533.115479
	Iteration 3F: 3 clusters Score -171637.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -171697.125000 Penalty: 1533.115479
	Iteration 4Q: 3 clusters Score -171697.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -171756.734375 Penalty: 1533.115479
	Iteration 5Q: 3 clusters Score -171756.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -171826.796875 Penalty: 1533.115479
	Iteration 6Q: 3 clusters Score -171826.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -171913.500000 Penalty: 1533.115479
	Iteration 7Q: 3 clusters Score -171913.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -171992.812500 Penalty: 1533.115479
	Iteration 8Q: 3 clusters Score -171992.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -172064.625000 Penalty: 1533.115479
	Iteration 9Q: 3 clusters Score -172064.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -172129.640625 Penalty: 1533.115479
	Iteration 10Q: 3 clusters Score -172129.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -172211.750000 Penalty: 1533.115479
	Iteration 11Q: 3 clusters Score -172211.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -172294.609375 Penalty: 1533.115479
	Iteration 12Q: 3 clusters Score -172294.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -172375.218750 Penalty: 1533.115479
	Iteration 13Q: 3 clusters Score -172375.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -172433.406250 Penalty: 1533.115479
	Iteration 14Q: 3 clusters Score -172433.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -172468.406250 Penalty: 1533.115479
	Iteration 15Q: 3 clusters Score -172468.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -172489.578125 Penalty: 1533.115479
	Iteration 16Q: 3 clusters Score -172489.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -172506.453125 Penalty: 1533.115479
	Iteration 17Q: 3 clusters Score -172506.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -172521.578125 Penalty: 1533.115479
	Iteration 18Q: 3 clusters Score -172521.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -172534.953125 Penalty: 1533.115479
	Iteration 19Q: 3 clusters Score -172535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -172546.687500 Penalty: 1533.115479
	Iteration 20F: 3 clusters Score -172546.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -172552.328125 Penalty: 1533.115479
	Iteration 21Q: 3 clusters Score -172552.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -172558.109375 Penalty: 1533.115479
	Iteration 22Q: 3 clusters Score -172558.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -172562.250000 Penalty: 1533.115479
	Iteration 23Q: 3 clusters Score -172562.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -172564.906250 Penalty: 1533.115479
	Iteration 24Q: 3 clusters Score -172564.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -172569.781250 Penalty: 1533.115479
	Iteration 25Q: 3 clusters Score -172569.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -172572.781250 Penalty: 1533.115479
	Iteration 26Q: 3 clusters Score -172572.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -172574.578125 Penalty: 1533.115479
	Iteration 27Q: 3 clusters Score -172574.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -172577.781250 Penalty: 1533.115479
	Iteration 28Q: 3 clusters Score -172577.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -172581.406250 Penalty: 1533.115479
	Iteration 29Q: 3 clusters Score -172581.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -172583.718750 Penalty: 1533.115479
	Iteration 30Q: 3 clusters Score -172583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -172585.640625 Penalty: 1533.115479
	Iteration 31Q: 3 clusters Score -172585.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -172588.937500 Penalty: 1533.115479
	Iteration 32Q: 3 clusters Score -172588.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -172592.328125 Penalty: 1533.115479
	Iteration 33Q: 3 clusters Score -172592.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -172595.859375 Penalty: 1533.115479
	Iteration 34Q: 3 clusters Score -172595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -172598.281250 Penalty: 1533.115479
	Iteration 35Q: 3 clusters Score -172598.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -172603.531250 Penalty: 1533.115479
	Iteration 36Q: 3 clusters Score -172603.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -172607.078125 Penalty: 1533.115479
	Iteration 37Q: 3 clusters Score -172607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -172609.000000 Penalty: 1533.115479
	Iteration 38Q: 3 clusters Score -172609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -172610.734375 Penalty: 1533.115479
	Iteration 39Q: 3 clusters Score -172610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -172611.531250 Penalty: 1533.115479
	Iteration 40F: 3 clusters Score -172611.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Entering Unmasked Estep 
Score: -1612015.875000 Penalty: 973.391418
	Iteration 0F: 2 clusters Score -1612016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1593194.000000 Penalty: 1946.782837
	Iteration 0F: 3 clusters Score -1593194 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1600685.000000 Penalty: 1946.782837
	Iteration 1F: 3 clusters Score -1600685 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1601185.875000 Penalty: 1946.782837
	Iteration 2Q: 3 clusters Score -1601186 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1601879.250000 Penalty: 1946.782837
	Iteration 3F: 3 clusters Score -1601879 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1602986.375000 Penalty: 1946.782837
	Iteration 4F: 3 clusters Score -1602986 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1604488.625000 Penalty: 1946.782837
	Iteration 5F: 3 clusters Score -1604489 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1606372.125000 Penalty: 1946.782837
	Iteration 6F: 3 clusters Score -1606372 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1608284.250000 Penalty: 1946.782837
	Iteration 7F: 3 clusters Score -1608284 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1609715.375000 Penalty: 1946.782837
	Iteration 8Q: 3 clusters Score -1609715 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1610579.500000 Penalty: 1946.782837
	Iteration 9Q: 3 clusters Score -1610580 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1610985.250000 Penalty: 1946.782837
	Iteration 10Q: 3 clusters Score -1610985 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1611153.750000 Penalty: 1946.782837
	Iteration 11Q: 3 clusters Score -1611154 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1611222.375000 Penalty: 1946.782837
	Iteration 12Q: 3 clusters Score -1611222 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1611260.750000 Penalty: 1946.782837
	Iteration 13Q: 3 clusters Score -1611261 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1611299.375000 Penalty: 1946.782837
	Iteration 14Q: 3 clusters Score -1611299 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1611329.125000 Penalty: 1946.782837
	Iteration 15Q: 3 clusters Score -1611329 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1611352.625000 Penalty: 1946.782837
	Iteration 16Q: 3 clusters Score -1611353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1611367.750000 Penalty: 1946.782837
	Iteration 17Q: 3 clusters Score -1611368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1611373.375000 Penalty: 1946.782837
	Iteration 18Q: 3 clusters Score -1611373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1611387.375000 Penalty: 1946.782837
	Iteration 19Q: 3 clusters Score -1611387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1611393.625000 Penalty: 1946.782837
	Iteration 20F: 3 clusters Score -1611394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1611397.750000 Penalty: 1946.782837
	Iteration 21Q: 3 clusters Score -1611398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1611399.000000 Penalty: 1946.782837
	Iteration 22Q: 3 clusters Score -1611399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1611411.750000 Penalty: 1946.782837
	Iteration 23Q: 3 clusters Score -1611412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1611414.375000 Penalty: 1946.782837
	Iteration 24Q: 3 clusters Score -1611414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1611420.000000 Penalty: 1946.782837
	Iteration 25Q: 3 clusters Score -1611420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1611420.875000 Penalty: 1946.782837
	Iteration 26Q: 3 clusters Score -1611421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1611421.750000 Penalty: 1946.782837
	Iteration 27Q: 3 clusters Score -1611422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1611421.000000 Penalty: 1946.782837
	Iteration 28Q: 3 clusters Score -1611421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1611423.375000 Penalty: 1946.782837
	Iteration 29Q: 3 clusters Score -1611423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1611427.375000 Penalty: 1946.782837
	Iteration 30Q: 3 clusters Score -1611427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1611429.375000 Penalty: 1946.782837
	Iteration 31Q: 3 clusters Score -1611429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1611433.125000 Penalty: 1946.782837
	Iteration 32Q: 3 clusters Score -1611433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1611430.875000 Penalty: 1946.782837
	Iteration 33Q: 3 clusters Score -1611431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1611433.500000 Penalty: 1946.782837
	Iteration 34Q: 3 clusters Score -1611434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1611433.875000 Penalty: 1946.782837
	Iteration 35Q: 3 clusters Score -1611434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1611432.500000 Penalty: 1946.782837
	Iteration 36Q: 3 clusters Score -1611432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1611433.625000 Penalty: 1946.782837
	Iteration 37Q: 3 clusters Score -1611434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1611434.375000 Penalty: 1946.782837
	Iteration 38Q: 3 clusters Score -1611434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1611433.125000 Penalty: 1946.782837
	Iteration 39Q: 3 clusters Score -1611433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1611434.500000 Penalty: 1946.782837
	Iteration 40F: 3 clusters Score -1611434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1611436.875000 Penalty: 1946.782837
	Iteration 41Q: 3 clusters Score -1611437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1611437.375000 Penalty: 1946.782837
	Iteration 42Q: 3 clusters Score -1611437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1611438.750000 Penalty: 1946.782837
	Iteration 43Q: 3 clusters Score -1611439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1611439.500000 Penalty: 1946.782837
	Iteration 44Q: 3 clusters Score -1611440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1611442.000000 Penalty: 1946.782837
	Iteration 45Q: 3 clusters Score -1611442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1611442.750000 Penalty: 1946.782837
	Iteration 46Q: 3 clusters Score -1611443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1611441.750000 Penalty: 1946.782837
	Iteration 47Q: 3 clusters Score -1611442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1611442.750000 Penalty: 1946.782837
	Iteration 48Q: 3 clusters Score -1611443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1611445.500000 Penalty: 1946.782837
	Iteration 49Q: 3 clusters Score -1611446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1611447.500000 Penalty: 1946.782837
	Iteration 50Q: 3 clusters Score -1611448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1611446.750000 Penalty: 1946.782837
	Iteration 51Q: 3 clusters Score -1611447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1611447.125000 Penalty: 1946.782837
	Iteration 52Q: 3 clusters Score -1611447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1611447.875000 Penalty: 1946.782837
	Iteration 53Q: 3 clusters Score -1611448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1611447.500000 Penalty: 1946.782837
	Iteration 54Q: 3 clusters Score -1611448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1611448.500000 Penalty: 1946.782837
	Iteration 55Q: 3 clusters Score -1611448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1611448.500000 Penalty: 1946.782837
	Iteration 56F: 3 clusters Score -1611448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 56393 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 83722 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 26204 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 9957 members 
Mstep: Class 20 contains 147812 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 28176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38613772.000000 Penalty: 30804.640625
Iteration 79Q: 25 clusters Score -3.861377e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 4826 members 
Mstep: Class 3 contains 56652 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 32342 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 83704 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 2259 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 26166 members 
Mstep: Class 16 contains 7503 members 
Mstep: Class 17 contains 6403 members 
Mstep: Class 18 contains 9958 members 
Mstep: Class 19 contains 5971 members 
Mstep: Class 20 contains 147869 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 28209 members 
Mstep: Class 24 contains 257198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38614400.000000 Penalty: 30804.640625
Iteration 80F: 25 clusters Score -3.86144e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 54961 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 3938 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 32315 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 83472 members 
Mstep: Class 11 contains 3640 members 
Mstep: Class 12 contains 14812 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 25792 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 9958 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 147449 members 
Mstep: Class 21 contains 2598 members 
Mstep: Class 22 contains 3183 members 
Mstep: Class 23 contains 27923 members 
Mstep: Class 24 contains 259784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38614884.000000 Penalty: 30804.640625
Iteration 81Q: 25 clusters Score -3.861488e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 53421 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 32289 members 
Mstep: Class 8 contains 4260 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 10 contains 83286 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 14807 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 5100 members 
Mstep: Class 15 contains 25534 members 
Mstep: Class 16 contains 7710 members 
Mstep: Class 17 contains 6498 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 146963 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 3173 members 
Mstep: Class 23 contains 27629 members 
Mstep: Class 24 contains 262098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615292.000000 Penalty: 30804.640625
Iteration 82Q: 25 clusters Score -3.861529e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 51922 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 3899 members 
Mstep: Class 6 contains 4387 members 
Mstep: Class 7 contains 32260 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 13491 members 
Mstep: Class 10 contains 83185 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 14797 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 25302 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 17 contains 6538 members 
Mstep: Class 18 contains 10083 members 
Mstep: Class 19 contains 7072 members 
Mstep: Class 20 contains 146420 members 
Mstep: Class 21 contains 2598 members 
Mstep: Class 22 contains 3169 members 
Mstep: Class 23 contains 27356 members 
Mstep: Class 24 contains 264266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615540.000000 Penalty: 30804.640625
Iteration 83Q: 25 clusters Score -3.861554e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 50528 members 
Mstep: Class 4 contains 3368 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 32241 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 83128 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 14792 members 
Mstep: Class 13 contains 2228 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 15 contains 25123 members 
Mstep: Class 16 contains 8267 members 
Mstep: Class 17 contains 6574 members 
Mstep: Class 18 contains 10236 members 
Mstep: Class 19 contains 7228 members 
Mstep: Class 20 contains 145833 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 3160 members 
Mstep: Class 23 contains 27083 members 
Mstep: Class 24 contains 266205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616196.000000 Penalty: 30804.640625
Iteration 84Q: 25 clusters Score -3.86162e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 49172 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 32227 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 13458 members 
Mstep: Class 10 contains 83117 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 14790 members 
Mstep: Class 13 contains 2217 members 
Mstep: Class 14 contains 5050 members 
Mstep: Class 15 contains 24967 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 10457 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 145216 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 3160 members 
Mstep: Class 23 contains 26763 members 
Mstep: Class 24 contains 268033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616516.000000 Penalty: 30804.640625
Iteration 85Q: 25 clusters Score -3.861652e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 47880 members 
Mstep: Class 4 contains 3376 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 32208 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 13433 members 
Mstep: Class 10 contains 83074 members 
Mstep: Class 11 contains 3528 members 
Mstep: Class 12 contains 14786 members 
Mstep: Class 13 contains 2214 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 24836 members 
Mstep: Class 16 contains 8995 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 7441 members 
Mstep: Class 20 contains 144618 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 3158 members 
Mstep: Class 23 contains 26432 members 
Mstep: Class 24 contains 269750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616916.000000 Penalty: 30804.640625
Iteration 86Q: 25 clusters Score -3.861692e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 46661 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 32190 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 13401 members 
Mstep: Class 10 contains 83056 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 2210 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 24740 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 6657 members 
Mstep: Class 18 contains 11008 members 
Mstep: Class 19 contains 7498 members 
Mstep: Class 20 contains 144015 members 
Mstep: Class 21 contains 2605 members 
Mstep: Class 22 contains 3151 members 
Mstep: Class 23 contains 26063 members 
Mstep: Class 24 contains 271343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617828.000000 Penalty: 30804.640625
Iteration 87Q: 25 clusters Score -3.861783e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 45520 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 32179 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 13363 members 
Mstep: Class 10 contains 83039 members 
Mstep: Class 11 contains 3482 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 24672 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 7524 members 
Mstep: Class 20 contains 143365 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 25703 members 
Mstep: Class 24 contains 272829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618484.000000 Penalty: 30804.640625
Iteration 88Q: 25 clusters Score -3.861848e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 44416 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 32168 members 
Mstep: Class 8 contains 4192 members 
Mstep: Class 9 contains 13345 members 
Mstep: Class 10 contains 83029 members 
Mstep: Class 11 contains 3453 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 2210 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 24610 members 
Mstep: Class 16 contains 10349 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 11695 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 142643 members 
Mstep: Class 21 contains 2600 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 25294 members 
Mstep: Class 24 contains 274268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618776.000000 Penalty: 30804.640625
Iteration 89Q: 25 clusters Score -3.861878e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 43348 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 4719 members 
Mstep: Class 7 contains 32158 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 13300 members 
Mstep: Class 10 contains 83024 members 
Mstep: Class 11 contains 3414 members 
Mstep: Class 12 contains 14771 members 
Mstep: Class 13 contains 2210 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 24540 members 
Mstep: Class 16 contains 10825 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 12088 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 20 contains 141932 members 
Mstep: Class 21 contains 2600 members 
Mstep: Class 22 contains 3121 members 
Mstep: Class 23 contains 24882 members 
Mstep: Class 24 contains 275654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619040.000000 Penalty: 30804.640625
Iteration 90Q: 25 clusters Score -3.861904e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 42288 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 32143 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 83026 members 
Mstep: Class 11 contains 3395 members 
Mstep: Class 12 contains 14757 members 
Mstep: Class 13 contains 2212 members 
Mstep: Class 14 contains 4943 members 
Mstep: Class 15 contains 24487 members 
Mstep: Class 16 contains 11290 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 12563 members 
Mstep: Class 19 contains 7609 members 
Mstep: Class 20 contains 141199 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 3112 members 
Mstep: Class 23 contains 24488 members 
Mstep: Class 24 contains 276902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619716.000000 Penalty: 30804.640625
Iteration 91Q: 25 clusters Score -3.861972e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 41332 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 32136 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 13250 members 
Mstep: Class 10 contains 83026 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 14751 members 
Mstep: Class 13 contains 2211 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 24452 members 
Mstep: Class 16 contains 11713 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 13083 members 
Mstep: Class 19 contains 7628 members 
Mstep: Class 20 contains 140467 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 3094 members 
Mstep: Class 23 contains 24070 members 
Mstep: Class 24 contains 278041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620216.000000 Penalty: 30804.640625
Iteration 92Q: 25 clusters Score -3.862022e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 40387 members 
Mstep: Class 4 contains 3417 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 32125 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 13222 members 
Mstep: Class 10 contains 83015 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 14743 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 24419 members 
Mstep: Class 16 contains 12096 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 139766 members 
Mstep: Class 21 contains 2613 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 23639 members 
Mstep: Class 24 contains 279159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620576.000000 Penalty: 30804.640625
Iteration 93Q: 25 clusters Score -3.862058e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 39502 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 32112 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 10 contains 83030 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 14736 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 24387 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 17 contains 6897 members 
Mstep: Class 18 contains 14232 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 139126 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 23218 members 
Mstep: Class 24 contains 280171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620888.000000 Penalty: 30804.640625
Iteration 94Q: 25 clusters Score -3.862089e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 38721 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 32091 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 13156 members 
Mstep: Class 10 contains 83017 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 14731 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 4932 members 
Mstep: Class 15 contains 24343 members 
Mstep: Class 16 contains 12692 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 14824 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 138537 members 
Mstep: Class 21 contains 2616 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 22787 members 
Mstep: Class 24 contains 281059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620868.000000 Penalty: 30804.640625
Iteration 95Q: 25 clusters Score -3.862087e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4791 members 
Mstep: Class 3 contains 38003 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 5090 members 
Mstep: Class 7 contains 32082 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 13135 members 
Mstep: Class 10 contains 83001 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 14728 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 4926 members 
Mstep: Class 15 contains 24297 members 
Mstep: Class 16 contains 12946 members 
Mstep: Class 17 contains 6974 members 
Mstep: Class 18 contains 15397 members 
Mstep: Class 19 contains 7657 members 
Mstep: Class 20 contains 138029 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 22371 members 
Mstep: Class 24 contains 281852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620868.000000 Penalty: 30804.640625
Iteration 96Q: 25 clusters Score -3.862087e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 37337 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 6 contains 5119 members 
Mstep: Class 7 contains 32064 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 13100 members 
Mstep: Class 10 contains 82977 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 14729 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 24264 members 
Mstep: Class 16 contains 13171 members 
Mstep: Class 17 contains 6997 members 
Mstep: Class 18 contains 16001 members 
Mstep: Class 19 contains 7686 members 
Mstep: Class 20 contains 137585 members 
Mstep: Class 21 contains 2632 members 
Mstep: Class 22 contains 3069 members 
Mstep: Class 23 contains 21994 members 
Mstep: Class 24 contains 282492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620896.000000 Penalty: 30804.640625
Iteration 97Q: 25 clusters Score -3.86209e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 36755 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 32056 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 9 contains 13068 members 
Mstep: Class 10 contains 82950 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 14725 members 
Mstep: Class 13 contains 2200 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 24231 members 
Mstep: Class 16 contains 13367 members 
Mstep: Class 17 contains 7016 members 
Mstep: Class 18 contains 16594 members 
Mstep: Class 19 contains 7717 members 
Mstep: Class 20 contains 137166 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 21586 members 
Mstep: Class 24 contains 283103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620864.000000 Penalty: 30804.640625
Iteration 98Q: 25 clusters Score -3.862086e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 36259 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 5177 members 
Mstep: Class 7 contains 32050 members 
Mstep: Class 8 contains 4069 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 82917 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 14724 members 
Mstep: Class 13 contains 2204 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 15 contains 24212 members 
Mstep: Class 16 contains 13529 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 17182 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 20 contains 136802 members 
Mstep: Class 21 contains 2642 members 
Mstep: Class 22 contains 3053 members 
Mstep: Class 23 contains 21199 members 
Mstep: Class 24 contains 283607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621024.000000 Penalty: 30804.640625
Iteration 99Q: 25 clusters Score -3.862102e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 35802 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 5194 members 
Mstep: Class 7 contains 32053 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 13021 members 
Mstep: Class 10 contains 82898 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 14722 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 24194 members 
Mstep: Class 16 contains 13668 members 
Mstep: Class 17 contains 7034 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 7752 members 
Mstep: Class 20 contains 136464 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 3045 members 
Mstep: Class 23 contains 20829 members 
Mstep: Class 24 contains 284065 members 
Entering Unmasked Estep 
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Score: -38621212.000000 Penalty: 30804.640625
Iteration 100F: 25 clusters Score -3.862121e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 35408 members 
Mstep: Class 4 contains 3467 members 
Mstep: Class 5 contains 3775 members 
Mstep: Class 6 contains 5202 members 
Mstep: Class 7 contains 32063 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 13007 members 
Mstep: Class 10 contains 82898 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 14719 members 
Mstep: Class 13 contains 2211 members 
Mstep: Class 14 contains 4932 members 
Mstep: Class 15 contains 24168 members 
Mstep: Class 16 contains 13761 members 
Mstep: Class 17 contains 7034 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 136162 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 3036 members 
Mstep: Class 23 contains 20461 members 
Mstep: Class 24 contains 284469 members 
Entering Unmasked Estep 
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Iteration 101Q: 25 clusters Score -3.862148e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 34956 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 5223 members 
Mstep: Class 7 contains 32064 members 
Mstep: Class 8 contains 4053 members 
Mstep: Class 9 contains 12994 members 
Mstep: Class 10 contains 82889 members 
Mstep: Class 11 contains 3272 members 
Mstep: Class 12 contains 14716 members 
Mstep: Class 13 contains 2216 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 24153 members 
Mstep: Class 16 contains 13848 members 
Mstep: Class 17 contains 7041 members 
Mstep: Class 18 contains 18833 members 
Mstep: Class 19 contains 7789 members 
Mstep: Class 20 contains 135917 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 3024 members 
Mstep: Class 23 contains 20093 members 
Mstep: Class 24 contains 284911 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 25 clusters Score -3.862159e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 34541 members 
Mstep: Class 4 contains 3452 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 5240 members 
Mstep: Class 7 contains 32067 members 
Mstep: Class 8 contains 4044 members 
Mstep: Class 9 contains 12984 members 
Mstep: Class 10 contains 82895 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 12 contains 14716 members 
Mstep: Class 13 contains 2219 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 24138 members 
Mstep: Class 16 contains 13888 members 
Mstep: Class 17 contains 7044 members 
Mstep: Class 18 contains 19362 members 
Mstep: Class 19 contains 7804 members 
Mstep: Class 20 contains 135725 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 19744 members 
Mstep: Class 24 contains 285261 members 
Entering Unmasked Estep 
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Iteration 103Q: 25 clusters Score -3.862184e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 34142 members 
Mstep: Class 4 contains 3447 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 32073 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 12972 members 
Mstep: Class 10 contains 82880 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 14714 members 
Mstep: Class 13 contains 2218 members 
Mstep: Class 14 contains 4924 members 
Mstep: Class 15 contains 24126 members 
Mstep: Class 16 contains 13925 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 19834 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 135574 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 3011 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 285620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621980.000000 Penalty: 30804.640625
Iteration 104Q: 25 clusters Score -3.862198e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 33732 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 3768 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 32077 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 12960 members 
Mstep: Class 10 contains 82862 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 14711 members 
Mstep: Class 13 contains 2222 members 
Mstep: Class 14 contains 4920 members 
Mstep: Class 15 contains 24106 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 7054 members 
Mstep: Class 18 contains 20282 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 135461 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 3006 members 
Mstep: Class 23 contains 19052 members 
Mstep: Class 24 contains 285968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622020.000000 Penalty: 30804.640625
Iteration 105Q: 25 clusters Score -3.862202e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 33368 members 
Mstep: Class 4 contains 3438 members 
Mstep: Class 5 contains 3775 members 
Mstep: Class 6 contains 5291 members 
Mstep: Class 7 contains 32079 members 
Mstep: Class 8 contains 4025 members 
Mstep: Class 9 contains 12959 members 
Mstep: Class 10 contains 82834 members 
Mstep: Class 11 contains 3267 members 
Mstep: Class 12 contains 14711 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 4916 members 
Mstep: Class 15 contains 24089 members 
Mstep: Class 16 contains 13964 members 
Mstep: Class 17 contains 7058 members 
Mstep: Class 18 contains 20734 members 
Mstep: Class 19 contains 7873 members 
Mstep: Class 20 contains 135357 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 3000 members 
Mstep: Class 23 contains 18699 members 
Mstep: Class 24 contains 286262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622080.000000 Penalty: 30804.640625
Iteration 106Q: 25 clusters Score -3.862208e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 33071 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 32081 members 
Mstep: Class 8 contains 4020 members 
Mstep: Class 9 contains 12952 members 
Mstep: Class 10 contains 82796 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 14709 members 
Mstep: Class 13 contains 2224 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 24075 members 
Mstep: Class 16 contains 13995 members 
Mstep: Class 17 contains 7065 members 
Mstep: Class 18 contains 21171 members 
Mstep: Class 19 contains 7898 members 
Mstep: Class 20 contains 135265 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 3002 members 
Mstep: Class 23 contains 18304 members 
Mstep: Class 24 contains 286544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622132.000000 Penalty: 30804.640625
Iteration 107Q: 25 clusters Score -3.862213e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 32784 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 32080 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 12951 members 
Mstep: Class 10 contains 82759 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 14706 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 15 contains 24062 members 
Mstep: Class 16 contains 14005 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 21591 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 135196 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 17941 members 
Mstep: Class 24 contains 286798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622144.000000 Penalty: 30804.640625
Iteration 108Q: 25 clusters Score -3.862214e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 32495 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 32076 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 12950 members 
Mstep: Class 10 contains 82743 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 12 contains 14702 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 24050 members 
Mstep: Class 16 contains 13996 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 22004 members 
Mstep: Class 19 contains 7926 members 
Mstep: Class 20 contains 135129 members 
Mstep: Class 21 contains 2643 members 
Mstep: Class 22 contains 2997 members 
Mstep: Class 23 contains 17558 members 
Mstep: Class 24 contains 287099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622324.000000 Penalty: 30804.640625
Iteration 109Q: 25 clusters Score -3.862232e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 32235 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 5332 members 
Mstep: Class 7 contains 32071 members 
Mstep: Class 8 contains 4013 members 
Mstep: Class 9 contains 12947 members 
Mstep: Class 10 contains 82737 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 14701 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 4896 members 
Mstep: Class 15 contains 24039 members 
Mstep: Class 16 contains 13979 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 22373 members 
Mstep: Class 19 contains 7933 members 
Mstep: Class 20 contains 135075 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 17178 members 
Mstep: Class 24 contains 287372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622404.000000 Penalty: 30804.640625
Iteration 110Q: 25 clusters Score -3.86224e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4775 members 
Mstep: Class 3 contains 31961 members 
Mstep: Class 4 contains 3417 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 32075 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 82727 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 14701 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 24035 members 
Mstep: Class 16 contains 13981 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 22701 members 
Mstep: Class 19 contains 7933 members 
Mstep: Class 20 contains 135044 members 
Mstep: Class 21 contains 2643 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 16845 members 
Mstep: Class 24 contains 287629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622436.000000 Penalty: 30804.640625
Iteration 111Q: 25 clusters Score -3.862244e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 31713 members 
Mstep: Class 4 contains 3418 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 32075 members 
Mstep: Class 8 contains 4005 members 
Mstep: Class 9 contains 12934 members 
Mstep: Class 10 contains 82718 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 14698 members 
Mstep: Class 13 contains 2220 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 24038 members 
Mstep: Class 16 contains 13979 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 23022 members 
Mstep: Class 19 contains 7927 members 
Mstep: Class 20 contains 135032 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2995 members 
Mstep: Class 23 contains 16550 members 
Mstep: Class 24 contains 287821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622576.000000 Penalty: 30804.640625
Iteration 112Q: 25 clusters Score -3.862258e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 31492 members 
Mstep: Class 4 contains 3416 members 
Mstep: Class 5 contains 3806 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 7 contains 32077 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 12935 members 
Mstep: Class 10 contains 82696 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 14697 members 
Mstep: Class 13 contains 2214 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 24035 members 
Mstep: Class 16 contains 13976 members 
Mstep: Class 17 contains 7104 members 
Mstep: Class 18 contains 23310 members 
Mstep: Class 19 contains 7925 members 
Mstep: Class 20 contains 135022 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 2995 members 
Mstep: Class 23 contains 16232 members 
Mstep: Class 24 contains 288047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622716.000000 Penalty: 30804.640625
Iteration 113Q: 25 clusters Score -3.862272e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 31277 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 5379 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 12931 members 
Mstep: Class 10 contains 82677 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 14695 members 
Mstep: Class 13 contains 2210 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 24030 members 
Mstep: Class 16 contains 13973 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 23589 members 
Mstep: Class 19 contains 7929 members 
Mstep: Class 20 contains 135014 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 15944 members 
Mstep: Class 24 contains 288249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622792.000000 Penalty: 30804.640625
Iteration 114Q: 25 clusters Score -3.862279e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 31039 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 5390 members 
Mstep: Class 7 contains 32075 members 
Mstep: Class 8 contains 3985 members 
Mstep: Class 9 contains 12930 members 
Mstep: Class 10 contains 82655 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 14691 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 24028 members 
Mstep: Class 16 contains 13967 members 
Mstep: Class 17 contains 7112 members 
Mstep: Class 18 contains 23881 members 
Mstep: Class 19 contains 7929 members 
Mstep: Class 20 contains 135008 members 
Mstep: Class 21 contains 2642 members 
Mstep: Class 22 contains 2990 members 
Mstep: Class 23 contains 15669 members 
Mstep: Class 24 contains 288458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622800.000000 Penalty: 30804.640625
Iteration 115Q: 25 clusters Score -3.86228e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 30838 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3841 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 32073 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 82643 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 13 contains 2202 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 24030 members 
Mstep: Class 16 contains 13958 members 
Mstep: Class 17 contains 7110 members 
Mstep: Class 18 contains 24125 members 
Mstep: Class 19 contains 7929 members 
Mstep: Class 20 contains 135003 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 15400 members 
Mstep: Class 24 contains 288664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622900.000000 Penalty: 30804.640625
Iteration 116Q: 25 clusters Score -3.86229e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 30622 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3856 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 32073 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 12923 members 
Mstep: Class 10 contains 82632 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 14686 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 24030 members 
Mstep: Class 16 contains 13956 members 
Mstep: Class 17 contains 7110 members 
Mstep: Class 18 contains 24362 members 
Mstep: Class 19 contains 7933 members 
Mstep: Class 20 contains 134992 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 15161 members 
Mstep: Class 24 contains 288846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622876.000000 Penalty: 30804.640625
Iteration 117Q: 25 clusters Score -3.862288e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 30448 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 5428 members 
Mstep: Class 7 contains 32070 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 12921 members 
Mstep: Class 10 contains 82619 members 
Mstep: Class 11 contains 3247 members 
Mstep: Class 12 contains 14686 members 
Mstep: Class 13 contains 2197 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 24030 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 24555 members 
Mstep: Class 19 contains 7934 members 
Mstep: Class 20 contains 134975 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 14946 members 
Mstep: Class 24 contains 289020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623032.000000 Penalty: 30804.640625
Iteration 118Q: 25 clusters Score -3.862303e+07 nChanged 702
Entering ConstructFrom: 
Score: -38623032.000000 Penalty: 30804.640625
Entering ConstructFrom: 
Trying to split cluster 1 (10711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Entering Unmasked Estep 
Score: -580301.375000 Penalty: 881.507568
	Iteration 0F: 2 clusters Score -580301.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -572993.875000 Penalty: 1763.015137
	Iteration 0F: 3 clusters Score -572993.9 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -575732.500000 Penalty: 1763.015137
	Iteration 1F: 3 clusters Score -575732.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -576144.500000 Penalty: 1763.015137
	Iteration 2F: 3 clusters Score -576144.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -576636.937500 Penalty: 1763.015137
	Iteration 3F: 3 clusters Score -576636.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -577089.437500 Penalty: 1763.015137
	Iteration 4F: 3 clusters Score -577089.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -577497.500000 Penalty: 1763.015137
	Iteration 5F: 3 clusters Score -577497.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -577842.250000 Penalty: 1763.015137
	Iteration 6F: 3 clusters Score -577842.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -578165.687500 Penalty: 1763.015137
	Iteration 7F: 3 clusters Score -578165.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -578464.937500 Penalty: 1763.015137
	Iteration 8Q: 3 clusters Score -578464.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -578767.750000 Penalty: 1763.015137
	Iteration 9Q: 3 clusters Score -578767.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -579052.000000 Penalty: 1763.015137
	Iteration 10Q: 3 clusters Score -579052 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -579252.750000 Penalty: 1763.015137
	Iteration 11Q: 3 clusters Score -579252.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -579372.625000 Penalty: 1763.015137
	Iteration 12Q: 3 clusters Score -579372.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -579470.437500 Penalty: 1763.015137
	Iteration 13Q: 3 clusters Score -579470.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -579547.187500 Penalty: 1763.015137
	Iteration 14Q: 3 clusters Score -579547.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -579596.812500 Penalty: 1763.015137
	Iteration 15Q: 3 clusters Score -579596.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -579633.125000 Penalty: 1763.015137
	Iteration 16Q: 3 clusters Score -579633.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -579662.437500 Penalty: 1763.015137
	Iteration 17Q: 3 clusters Score -579662.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -579690.812500 Penalty: 1763.015137
	Iteration 18Q: 3 clusters Score -579690.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -579716.312500 Penalty: 1763.015137
	Iteration 19Q: 3 clusters Score -579716.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -579742.250000 Penalty: 1763.015137
	Iteration 20F: 3 clusters Score -579742.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -579768.937500 Penalty: 1763.015137
	Iteration 21Q: 3 clusters Score -579768.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -579791.312500 Penalty: 1763.015137
	Iteration 22Q: 3 clusters Score -579791.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -579814.687500 Penalty: 1763.015137
	Iteration 23Q: 3 clusters Score -579814.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -579832.000000 Penalty: 1763.015137
	Iteration 24Q: 3 clusters Score -579832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -579841.437500 Penalty: 1763.015137
	Iteration 25Q: 3 clusters Score -579841.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -579851.625000 Penalty: 1763.015137
	Iteration 26Q: 3 clusters Score -579851.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -579858.437500 Penalty: 1763.015137
	Iteration 27Q: 3 clusters Score -579858.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -579859.750000 Penalty: 1763.015137
	Iteration 28Q: 3 clusters Score -579859.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -579863.562500 Penalty: 1763.015137
	Iteration 29Q: 3 clusters Score -579863.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -579868.875000 Penalty: 1763.015137
	Iteration 30Q: 3 clusters Score -579868.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -579870.750000 Penalty: 1763.015137
	Iteration 31Q: 3 clusters Score -579870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -579871.125000 Penalty: 1763.015137
	Iteration 32Q: 3 clusters Score -579871.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -579874.500000 Penalty: 1763.015137
	Iteration 33Q: 3 clusters Score -579874.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -579875.125000 Penalty: 1763.015137
	Iteration 34Q: 3 clusters Score -579875.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -579877.812500 Penalty: 1763.015137
	Iteration 35Q: 3 clusters Score -579877.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -579879.875000 Penalty: 1763.015137
	Iteration 36Q: 3 clusters Score -579879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -579881.250000 Penalty: 1763.015137
	Iteration 37Q: 3 clusters Score -579881.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -579883.500000 Penalty: 1763.015137
	Iteration 38Q: 3 clusters Score -579883.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -579884.937500 Penalty: 1763.015137
	Iteration 39Q: 3 clusters Score -579884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -579887.187500 Penalty: 1763.015137
	Iteration 40F: 3 clusters Score -579887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -579887.812500 Penalty: 1763.015137
	Iteration 41Q: 3 clusters Score -579887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -579887.000000 Penalty: 1763.015137
	Iteration 42Q: 3 clusters Score -579887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -579887.000000 Penalty: 1763.015137
	Iteration 43F: 3 clusters Score -579887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Entering Unmasked Estep 
Score: -258767.968750 Penalty: 804.639709
	Iteration 0F: 2 clusters Score -258768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -255339.140625 Penalty: 1609.279419
	Iteration 0F: 3 clusters Score -255339.1 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -256486.734375 Penalty: 1609.279419
	Iteration 1F: 3 clusters Score -256486.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -256734.375000 Penalty: 1609.279419
	Iteration 2F: 3 clusters Score -256734.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -256980.312500 Penalty: 1609.279419
	Iteration 3F: 3 clusters Score -256980.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -257211.484375 Penalty: 1609.279419
	Iteration 4F: 3 clusters Score -257211.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -257408.656250 Penalty: 1609.279419
	Iteration 5F: 3 clusters Score -257408.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -257545.015625 Penalty: 1609.279419
	Iteration 6Q: 3 clusters Score -257545 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -257645.937500 Penalty: 1609.279419
	Iteration 7Q: 3 clusters Score -257645.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -257718.531250 Penalty: 1609.279419
	Iteration 8Q: 3 clusters Score -257718.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -257782.140625 Penalty: 1609.279419
	Iteration 9Q: 3 clusters Score -257782.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -257841.671875 Penalty: 1609.279419
	Iteration 10Q: 3 clusters Score -257841.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -257894.390625 Penalty: 1609.279419
	Iteration 11Q: 3 clusters Score -257894.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -257937.109375 Penalty: 1609.279419
	Iteration 12Q: 3 clusters Score -257937.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -257992.078125 Penalty: 1609.279419
	Iteration 13Q: 3 clusters Score -257992.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -258044.468750 Penalty: 1609.279419
	Iteration 14Q: 3 clusters Score -258044.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -258090.625000 Penalty: 1609.279419
	Iteration 15Q: 3 clusters Score -258090.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -258122.593750 Penalty: 1609.279419
	Iteration 16Q: 3 clusters Score -258122.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -258142.875000 Penalty: 1609.279419
	Iteration 17Q: 3 clusters Score -258142.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -258156.125000 Penalty: 1609.279419
	Iteration 18Q: 3 clusters Score -258156.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -258167.640625 Penalty: 1609.279419
	Iteration 19Q: 3 clusters Score -258167.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -258174.703125 Penalty: 1609.279419
	Iteration 20F: 3 clusters Score -258174.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -258184.484375 Penalty: 1609.279419
	Iteration 21Q: 3 clusters Score -258184.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -258190.234375 Penalty: 1609.279419
	Iteration 22Q: 3 clusters Score -258190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -258193.421875 Penalty: 1609.279419
	Iteration 23Q: 3 clusters Score -258193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -258196.265625 Penalty: 1609.279419
	Iteration 24Q: 3 clusters Score -258196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -258199.906250 Penalty: 1609.279419
	Iteration 25Q: 3 clusters Score -258199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -258202.640625 Penalty: 1609.279419
	Iteration 26Q: 3 clusters Score -258202.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -258207.484375 Penalty: 1609.279419
	Iteration 27Q: 3 clusters Score -258207.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -258210.265625 Penalty: 1609.279419
	Iteration 28Q: 3 clusters Score -258210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -258212.281250 Penalty: 1609.279419
	Iteration 29Q: 3 clusters Score -258212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -258213.109375 Penalty: 1609.279419
	Iteration 30Q: 3 clusters Score -258213.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -258213.109375 Penalty: 1609.279419
	Iteration 31F: 3 clusters Score -258213.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Entering Unmasked Estep 
Score: -1515491.125000 Penalty: 980.270691
	Iteration 0F: 2 clusters Score -1515491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1495337.625000 Penalty: 1960.541382
	Iteration 0F: 3 clusters Score -1495338 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1503476.500000 Penalty: 1960.541382
	Iteration 1F: 3 clusters Score -1503476 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1503862.875000 Penalty: 1960.541382
	Iteration 2Q: 3 clusters Score -1503863 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1504271.625000 Penalty: 1960.541382
	Iteration 3Q: 3 clusters Score -1504272 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1504759.125000 Penalty: 1960.541382
	Iteration 4Q: 3 clusters Score -1504759 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1505334.125000 Penalty: 1960.541382
	Iteration 5Q: 3 clusters Score -1505334 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -1506104.375000 Penalty: 1960.541382
	Iteration 6Q: 3 clusters Score -1506104 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -1507186.500000 Penalty: 1960.541382
	Iteration 7F: 3 clusters Score -1507186 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1508466.375000 Penalty: 1960.541382
	Iteration 8F: 3 clusters Score -1508466 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -1509634.000000 Penalty: 1960.541382
	Iteration 9F: 3 clusters Score -1509634 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -1510508.750000 Penalty: 1960.541382
	Iteration 10Q: 3 clusters Score -1510509 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -1511043.500000 Penalty: 1960.541382
	Iteration 11Q: 3 clusters Score -1511044 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -1511433.625000 Penalty: 1960.541382
	Iteration 12Q: 3 clusters Score -1511434 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -1511765.000000 Penalty: 1960.541382
	Iteration 13Q: 3 clusters Score -1511765 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -1512047.750000 Penalty: 1960.541382
	Iteration 14Q: 3 clusters Score -1512048 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -1512312.375000 Penalty: 1960.541382
	Iteration 15Q: 3 clusters Score -1512312 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -1512580.000000 Penalty: 1960.541382
	Iteration 16Q: 3 clusters Score -1512580 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -1512831.125000 Penalty: 1960.541382
	Iteration 17Q: 3 clusters Score -1512831 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -1513076.125000 Penalty: 1960.541382
	Iteration 18Q: 3 clusters Score -1513076 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -1513307.375000 Penalty: 1960.541382
	Iteration 19Q: 3 clusters Score -1513307 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -1513511.125000 Penalty: 1960.541382
	Iteration 20F: 3 clusters Score -1513511 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -1513736.750000 Penalty: 1960.541382
	Iteration 21Q: 3 clusters Score -1513737 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -1513928.500000 Penalty: 1960.541382
	Iteration 22Q: 3 clusters Score -1513928 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -1514099.625000 Penalty: 1960.541382
	Iteration 23Q: 3 clusters Score -1514100 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -1514253.875000 Penalty: 1960.541382
	Iteration 24Q: 3 clusters Score -1514254 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -1514368.375000 Penalty: 1960.541382
	Iteration 25Q: 3 clusters Score -1514368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -1514457.500000 Penalty: 1960.541382
	Iteration 26Q: 3 clusters Score -1514458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -1514502.250000 Penalty: 1960.541382
	Iteration 27Q: 3 clusters Score -1514502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -1514538.000000 Penalty: 1960.541382
	Iteration 28Q: 3 clusters Score -1514538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -1514573.125000 Penalty: 1960.541382
	Iteration 29Q: 3 clusters Score -1514573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -1514589.000000 Penalty: 1960.541382
	Iteration 30Q: 3 clusters Score -1514589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -1514608.375000 Penalty: 1960.541382
	Iteration 31Q: 3 clusters Score -1514608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -1514618.625000 Penalty: 1960.541382
	Iteration 32Q: 3 clusters Score -1514619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -1514635.125000 Penalty: 1960.541382
	Iteration 33Q: 3 clusters Score -1514635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -1514651.625000 Penalty: 1960.541382
	Iteration 34Q: 3 clusters Score -1514652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -1514660.250000 Penalty: 1960.541382
	Iteration 35Q: 3 clusters Score -1514660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -1514665.875000 Penalty: 1960.541382
	Iteration 36Q: 3 clusters Score -1514666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -1514671.250000 Penalty: 1960.541382
	Iteration 37Q: 3 clusters Score -1514671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -1514675.750000 Penalty: 1960.541382
	Iteration 38Q: 3 clusters Score -1514676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -1514679.375000 Penalty: 1960.541382
	Iteration 39Q: 3 clusters Score -1514679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -1514678.875000 Penalty: 1960.541382
	Iteration 40F: 3 clusters Score -1514679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -165225.890625 Penalty: 772.857971
	Iteration 0F: 2 clusters Score -165225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -162655.062500 Penalty: 1545.715942
	Iteration 0F: 3 clusters Score -162655.1 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -163620.937500 Penalty: 1545.715942
	Iteration 1F: 3 clusters Score -163620.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -164018.984375 Penalty: 1545.715942
	Iteration 2F: 3 clusters Score -164019 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -164375.921875 Penalty: 1545.715942
	Iteration 3F: 3 clusters Score -164375.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -164601.062500 Penalty: 1545.715942
	Iteration 4F: 3 clusters Score -164601.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -164719.843750 Penalty: 1545.715942
	Iteration 5Q: 3 clusters Score -164719.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -164794.609375 Penalty: 1545.715942
	Iteration 6Q: 3 clusters Score -164794.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -164832.531250 Penalty: 1545.715942
	Iteration 7Q: 3 clusters Score -164832.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -164860.015625 Penalty: 1545.715942
	Iteration 8Q: 3 clusters Score -164860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -164880.312500 Penalty: 1545.715942
	Iteration 9Q: 3 clusters Score -164880.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -164901.468750 Penalty: 1545.715942
	Iteration 10Q: 3 clusters Score -164901.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -164913.859375 Penalty: 1545.715942
	Iteration 11Q: 3 clusters Score -164913.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -164928.156250 Penalty: 1545.715942
	Iteration 12Q: 3 clusters Score -164928.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -164941.562500 Penalty: 1545.715942
	Iteration 13Q: 3 clusters Score -164941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -164955.093750 Penalty: 1545.715942
	Iteration 14Q: 3 clusters Score -164955.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -164968.187500 Penalty: 1545.715942
	Iteration 15Q: 3 clusters Score -164968.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -164980.250000 Penalty: 1545.715942
	Iteration 16Q: 3 clusters Score -164980.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -164989.765625 Penalty: 1545.715942
	Iteration 17Q: 3 clusters Score -164989.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -164996.781250 Penalty: 1545.715942
	Iteration 18Q: 3 clusters Score -164996.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -165003.812500 Penalty: 1545.715942
	Iteration 19Q: 3 clusters Score -165003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -165009.953125 Penalty: 1545.715942
	Iteration 20F: 3 clusters Score -165010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -165017.062500 Penalty: 1545.715942
	Iteration 21Q: 3 clusters Score -165017.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -165028.250000 Penalty: 1545.715942
	Iteration 22Q: 3 clusters Score -165028.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -165033.984375 Penalty: 1545.715942
	Iteration 23Q: 3 clusters Score -165034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -165038.968750 Penalty: 1545.715942
	Iteration 24Q: 3 clusters Score -165039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -165047.359375 Penalty: 1545.715942
	Iteration 25Q: 3 clusters Score -165047.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -165052.625000 Penalty: 1545.715942
	Iteration 26Q: 3 clusters Score -165052.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -165057.531250 Penalty: 1545.715942
	Iteration 27Q: 3 clusters Score -165057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -165058.187500 Penalty: 1545.715942
	Iteration 28Q: 3 clusters Score -165058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -165059.078125 Penalty: 1545.715942
	Iteration 29Q: 3 clusters Score -165059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -165059.859375 Penalty: 1545.715942
	Iteration 30Q: 3 clusters Score -165059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -165060.718750 Penalty: 1545.715942
	Iteration 31Q: 3 clusters Score -165060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -165063.812500 Penalty: 1545.715942
	Iteration 32Q: 3 clusters Score -165063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -165065.921875 Penalty: 1545.715942
	Iteration 33Q: 3 clusters Score -165065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -165070.156250 Penalty: 1545.715942
	Iteration 34Q: 3 clusters Score -165070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -165073.078125 Penalty: 1545.715942
	Iteration 35Q: 3 clusters Score -165073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -165074.984375 Penalty: 1545.715942
	Iteration 36Q: 3 clusters Score -165075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -165075.609375 Penalty: 1545.715942
	Iteration 37Q: 3 clusters Score -165075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -165075.953125 Penalty: 1545.715942
	Iteration 38Q: 3 clusters Score -165076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -165075.953125 Penalty: 1545.715942
	Iteration 39F: 3 clusters Score -165076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -210212.953125 Penalty: 785.163452
	Iteration 0F: 2 clusters Score -210213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -207298.656250 Penalty: 1570.326904
	Iteration 0F: 3 clusters Score -207298.7 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -208252.593750 Penalty: 1570.326904
	Iteration 1F: 3 clusters Score -208252.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -208476.625000 Penalty: 1570.326904
	Iteration 2F: 3 clusters Score -208476.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -208713.156250 Penalty: 1570.326904
	Iteration 3F: 3 clusters Score -208713.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -208970.765625 Penalty: 1570.326904
	Iteration 4F: 3 clusters Score -208970.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -209239.312500 Penalty: 1570.326904
	Iteration 5F: 3 clusters Score -209239.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -209450.046875 Penalty: 1570.326904
	Iteration 6F: 3 clusters Score -209450 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -209563.625000 Penalty: 1570.326904
	Iteration 7Q: 3 clusters Score -209563.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -209634.781250 Penalty: 1570.326904
	Iteration 8Q: 3 clusters Score -209634.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -209668.156250 Penalty: 1570.326904
	Iteration 9Q: 3 clusters Score -209668.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -209692.421875 Penalty: 1570.326904
	Iteration 10Q: 3 clusters Score -209692.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -209708.625000 Penalty: 1570.326904
	Iteration 11Q: 3 clusters Score -209708.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -209719.609375 Penalty: 1570.326904
	Iteration 12Q: 3 clusters Score -209719.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -209726.734375 Penalty: 1570.326904
	Iteration 13Q: 3 clusters Score -209726.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -209730.546875 Penalty: 1570.326904
	Iteration 14Q: 3 clusters Score -209730.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -209733.093750 Penalty: 1570.326904
	Iteration 15Q: 3 clusters Score -209733.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -209734.875000 Penalty: 1570.326904
	Iteration 16Q: 3 clusters Score -209734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -209737.062500 Penalty: 1570.326904
	Iteration 17Q: 3 clusters Score -209737.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -209739.578125 Penalty: 1570.326904
	Iteration 18Q: 3 clusters Score -209739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -209741.125000 Penalty: 1570.326904
	Iteration 19Q: 3 clusters Score -209741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -209742.406250 Penalty: 1570.326904
	Iteration 20F: 3 clusters Score -209742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -209743.781250 Penalty: 1570.326904
	Iteration 21Q: 3 clusters Score -209743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -209744.609375 Penalty: 1570.326904
	Iteration 22Q: 3 clusters Score -209744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -209745.156250 Penalty: 1570.326904
	Iteration 23Q: 3 clusters Score -209745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -209745.328125 Penalty: 1570.326904
	Iteration 24Q: 3 clusters Score -209745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -209745.515625 Penalty: 1570.326904
	Iteration 25Q: 3 clusters Score -209745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -209746.031250 Penalty: 1570.326904
	Iteration 26Q: 3 clusters Score -209746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -209746.250000 Penalty: 1570.326904
	Iteration 27Q: 3 clusters Score -209746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -209746.812500 Penalty: 1570.326904
	Iteration 28Q: 3 clusters Score -209746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -209746.812500 Penalty: 1570.326904
	Iteration 29F: 3 clusters Score -209746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Entering Unmasked Estep 
Score: -271998.156250 Penalty: 817.145691
	Iteration 0F: 2 clusters Score -271998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -268150.000000 Penalty: 1634.291382
	Iteration 0F: 3 clusters Score -268150 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -269376.687500 Penalty: 1634.291382
	Iteration 1F: 3 clusters Score -269376.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -269563.125000 Penalty: 1634.291382
	Iteration 2F: 3 clusters Score -269563.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -269761.656250 Penalty: 1634.291382
	Iteration 3F: 3 clusters Score -269761.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -269935.312500 Penalty: 1634.291382
	Iteration 4F: 3 clusters Score -269935.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -270085.656250 Penalty: 1634.291382
	Iteration 5Q: 3 clusters Score -270085.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -270208.062500 Penalty: 1634.291382
	Iteration 6Q: 3 clusters Score -270208.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -270303.812500 Penalty: 1634.291382
	Iteration 7Q: 3 clusters Score -270303.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -270389.468750 Penalty: 1634.291382
	Iteration 8Q: 3 clusters Score -270389.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -270456.500000 Penalty: 1634.291382
	Iteration 9Q: 3 clusters Score -270456.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -270508.625000 Penalty: 1634.291382
	Iteration 10Q: 3 clusters Score -270508.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -270547.843750 Penalty: 1634.291382
	Iteration 11Q: 3 clusters Score -270547.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -270573.156250 Penalty: 1634.291382
	Iteration 12Q: 3 clusters Score -270573.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -270587.500000 Penalty: 1634.291382
	Iteration 13Q: 3 clusters Score -270587.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -270599.531250 Penalty: 1634.291382
	Iteration 14Q: 3 clusters Score -270599.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -270610.625000 Penalty: 1634.291382
	Iteration 15Q: 3 clusters Score -270610.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -270620.906250 Penalty: 1634.291382
	Iteration 16Q: 3 clusters Score -270620.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -270629.218750 Penalty: 1634.291382
	Iteration 17Q: 3 clusters Score -270629.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -270633.968750 Penalty: 1634.291382
	Iteration 18Q: 3 clusters Score -270634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -270637.031250 Penalty: 1634.291382
	Iteration 19Q: 3 clusters Score -270637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -270639.531250 Penalty: 1634.291382
	Iteration 20F: 3 clusters Score -270639.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -270641.875000 Penalty: 1634.291382
	Iteration 21Q: 3 clusters Score -270641.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -270643.500000 Penalty: 1634.291382
	Iteration 22Q: 3 clusters Score -270643.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -270644.687500 Penalty: 1634.291382
	Iteration 23Q: 3 clusters Score -270644.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -270645.437500 Penalty: 1634.291382
	Iteration 24Q: 3 clusters Score -270645.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -270646.937500 Penalty: 1634.291382
	Iteration 25Q: 3 clusters Score -270646.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -270648.718750 Penalty: 1634.291382
	Iteration 26Q: 3 clusters Score -270648.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -270651.593750 Penalty: 1634.291382
	Iteration 27Q: 3 clusters Score -270651.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -270654.687500 Penalty: 1634.291382
	Iteration 28Q: 3 clusters Score -270654.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -270657.843750 Penalty: 1634.291382
	Iteration 29Q: 3 clusters Score -270657.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -270660.843750 Penalty: 1634.291382
	Iteration 30Q: 3 clusters Score -270660.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -270663.750000 Penalty: 1634.291382
	Iteration 31Q: 3 clusters Score -270663.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -270665.968750 Penalty: 1634.291382
	Iteration 32Q: 3 clusters Score -270666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -270667.625000 Penalty: 1634.291382
	Iteration 33Q: 3 clusters Score -270667.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -270669.156250 Penalty: 1634.291382
	Iteration 34Q: 3 clusters Score -270669.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -270670.906250 Penalty: 1634.291382
	Iteration 35Q: 3 clusters Score -270670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -270672.656250 Penalty: 1634.291382
	Iteration 36Q: 3 clusters Score -270672.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -270673.468750 Penalty: 1634.291382
	Iteration 37Q: 3 clusters Score -270673.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -270673.500000 Penalty: 1634.291382
	Iteration 38Q: 3 clusters Score -270673.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -270674.781250 Penalty: 1634.291382
	Iteration 39Q: 3 clusters Score -270674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -270675.968750 Penalty: 1634.291382
	Iteration 40F: 3 clusters Score -270676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -270677.156250 Penalty: 1634.291382
	Iteration 41Q: 3 clusters Score -270677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -270678.531250 Penalty: 1634.291382
	Iteration 42Q: 3 clusters Score -270678.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -270679.656250 Penalty: 1634.291382
	Iteration 43Q: 3 clusters Score -270679.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -270680.906250 Penalty: 1634.291382
	Iteration 44Q: 3 clusters Score -270680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -270682.750000 Penalty: 1634.291382
	Iteration 45Q: 3 clusters Score -270682.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -270686.437500 Penalty: 1634.291382
	Iteration 46Q: 3 clusters Score -270686.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -270691.500000 Penalty: 1634.291382
	Iteration 47Q: 3 clusters Score -270691.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -270695.937500 Penalty: 1634.291382
	Iteration 48Q: 3 clusters Score -270695.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -270702.562500 Penalty: 1634.291382
	Iteration 49Q: 3 clusters Score -270702.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -270705.218750 Penalty: 1634.291382
	Iteration 50Q: 3 clusters Score -270705.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -270708.562500 Penalty: 1634.291382
	Iteration 51Q: 3 clusters Score -270708.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -270714.593750 Penalty: 1634.291382
	Iteration 52Q: 3 clusters Score -270714.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -270717.281250 Penalty: 1634.291382
	Iteration 53Q: 3 clusters Score -270717.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -270720.812500 Penalty: 1634.291382
	Iteration 54Q: 3 clusters Score -270720.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -270725.125000 Penalty: 1634.291382
	Iteration 55Q: 3 clusters Score -270725.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -270727.906250 Penalty: 1634.291382
	Iteration 56Q: 3 clusters Score -270727.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -270731.468750 Penalty: 1634.291382
	Iteration 57Q: 3 clusters Score -270731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -270734.468750 Penalty: 1634.291382
	Iteration 58Q: 3 clusters Score -270734.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -270737.093750 Penalty: 1634.291382
	Iteration 59Q: 3 clusters Score -270737.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -270738.281250 Penalty: 1634.291382
	Iteration 60F: 3 clusters Score -270738.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -270740.687500 Penalty: 1634.291382
	Iteration 61Q: 3 clusters Score -270740.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -270742.375000 Penalty: 1634.291382
	Iteration 62Q: 3 clusters Score -270742.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -270744.375000 Penalty: 1634.291382
	Iteration 63Q: 3 clusters Score -270744.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -270745.968750 Penalty: 1634.291382
	Iteration 64Q: 3 clusters Score -270746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -270747.156250 Penalty: 1634.291382
	Iteration 65Q: 3 clusters Score -270747.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -270750.187500 Penalty: 1634.291382
	Iteration 66Q: 3 clusters Score -270750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -270752.781250 Penalty: 1634.291382
	Iteration 67Q: 3 clusters Score -270752.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -270755.218750 Penalty: 1634.291382
	Iteration 68Q: 3 clusters Score -270755.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -270758.468750 Penalty: 1634.291382
	Iteration 69Q: 3 clusters Score -270758.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -270760.031250 Penalty: 1634.291382
	Iteration 70Q: 3 clusters Score -270760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -270762.093750 Penalty: 1634.291382
	Iteration 71Q: 3 clusters Score -270762.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -270763.343750 Penalty: 1634.291382
	Iteration 72Q: 3 clusters Score -270763.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -270764.125000 Penalty: 1634.291382
	Iteration 73Q: 3 clusters Score -270764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -270763.968750 Penalty: 1634.291382
	Iteration 74Q: 3 clusters Score -270764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -270764.656250 Penalty: 1634.291382
	Iteration 75Q: 3 clusters Score -270764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -270764.968750 Penalty: 1634.291382
	Iteration 76Q: 3 clusters Score -270765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -270765.000000 Penalty: 1634.291382
	Iteration 77Q: 3 clusters Score -270765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -270766.000000 Penalty: 1634.291382
	Iteration 78Q: 3 clusters Score -270766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -270766.687500 Penalty: 1634.291382
	Iteration 79Q: 3 clusters Score -270766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -270767.093750 Penalty: 1634.291382
	Iteration 80F: 3 clusters Score -270767.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Entering Unmasked Estep 
Score: -1855583.375000 Penalty: 985.677368
	Iteration 0F: 2 clusters Score -1855583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1834089.875000 Penalty: 1971.354736
	Iteration 0F: 3 clusters Score -1834090 nChanged 15195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1842615.500000 Penalty: 1971.354736
	Iteration 1F: 3 clusters Score -1842616 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1843143.625000 Penalty: 1971.354736
	Iteration 2Q: 3 clusters Score -1843144 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1843740.000000 Penalty: 1971.354736
	Iteration 3F: 3 clusters Score -1843740 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1844421.500000 Penalty: 1971.354736
	Iteration 4F: 3 clusters Score -1844422 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1845187.625000 Penalty: 1971.354736
	Iteration 5F: 3 clusters Score -1845188 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -1846066.875000 Penalty: 1971.354736
	Iteration 6F: 3 clusters Score -1846067 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1847143.500000 Penalty: 1971.354736
	Iteration 7F: 3 clusters Score -1847144 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -1848504.500000 Penalty: 1971.354736
	Iteration 8F: 3 clusters Score -1848504 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -1850151.375000 Penalty: 1971.354736
	Iteration 9F: 3 clusters Score -1850151 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -1851901.750000 Penalty: 1971.354736
	Iteration 10F: 3 clusters Score -1851902 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -1853362.250000 Penalty: 1971.354736
	Iteration 11Q: 3 clusters Score -1853362 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -1854172.500000 Penalty: 1971.354736
	Iteration 12Q: 3 clusters Score -1854172 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -1854503.625000 Penalty: 1971.354736
	Iteration 13Q: 3 clusters Score -1854504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -1854613.500000 Penalty: 1971.354736
	Iteration 14Q: 3 clusters Score -1854614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -1854654.375000 Penalty: 1971.354736
	Iteration 15Q: 3 clusters Score -1854654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -1854692.250000 Penalty: 1971.354736
	Iteration 16Q: 3 clusters Score -1854692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -1854717.500000 Penalty: 1971.354736
	Iteration 17Q: 3 clusters Score -1854718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -1854722.875000 Penalty: 1971.354736
	Iteration 18Q: 3 clusters Score -1854723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -1854724.625000 Penalty: 1971.354736
	Iteration 19Q: 3 clusters Score -1854725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -1854728.375000 Penalty: 1971.354736
	Iteration 20F: 3 clusters Score -1854728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -1854728.000000 Penalty: 1971.354736
	Iteration 21Q: 3 clusters Score -1854728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -1854729.625000 Penalty: 1971.354736
	Iteration 22Q: 3 clusters Score -1854730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -1854729.625000 Penalty: 1971.354736
	Iteration 23F: 3 clusters Score -1854730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -221151.140625 Penalty: 787.506226
	Iteration 0F: 2 clusters Score -221151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -218207.750000 Penalty: 1575.012451
	Iteration 0F: 3 clusters Score -218207.8 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -219045.265625 Penalty: 1575.012451
	Iteration 1F: 3 clusters Score -219045.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -219133.312500 Penalty: 1575.012451
	Iteration 2F: 3 clusters Score -219133.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -219183.890625 Penalty: 1575.012451
	Iteration 3Q: 3 clusters Score -219183.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -219231.296875 Penalty: 1575.012451
	Iteration 4Q: 3 clusters Score -219231.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -219284.296875 Penalty: 1575.012451
	Iteration 5Q: 3 clusters Score -219284.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -219339.718750 Penalty: 1575.012451
	Iteration 6Q: 3 clusters Score -219339.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -219412.359375 Penalty: 1575.012451
	Iteration 7Q: 3 clusters Score -219412.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -219507.906250 Penalty: 1575.012451
	Iteration 8Q: 3 clusters Score -219507.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -219639.359375 Penalty: 1575.012451
	Iteration 9Q: 3 clusters Score -219639.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -219800.156250 Penalty: 1575.012451
	Iteration 10F: 3 clusters Score -219800.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -219959.734375 Penalty: 1575.012451
	Iteration 11Q: 3 clusters Score -219959.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -220093.609375 Penalty: 1575.012451
	Iteration 12Q: 3 clusters Score -220093.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -220209.468750 Penalty: 1575.012451
	Iteration 13Q: 3 clusters Score -220209.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -220288.234375 Penalty: 1575.012451
	Iteration 14Q: 3 clusters Score -220288.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -220357.453125 Penalty: 1575.012451
	Iteration 15Q: 3 clusters Score -220357.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -220394.406250 Penalty: 1575.012451
	Iteration 16Q: 3 clusters Score -220394.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -220417.781250 Penalty: 1575.012451
	Iteration 17Q: 3 clusters Score -220417.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -220441.796875 Penalty: 1575.012451
	Iteration 18Q: 3 clusters Score -220441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -220453.921875 Penalty: 1575.012451
	Iteration 19Q: 3 clusters Score -220453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -220457.781250 Penalty: 1575.012451
	Iteration 20F: 3 clusters Score -220457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -220463.234375 Penalty: 1575.012451
	Iteration 21Q: 3 clusters Score -220463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -220464.671875 Penalty: 1575.012451
	Iteration 22Q: 3 clusters Score -220464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -220468.421875 Penalty: 1575.012451
	Iteration 23Q: 3 clusters Score -220468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -220471.734375 Penalty: 1575.012451
	Iteration 24Q: 3 clusters Score -220471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -220476.250000 Penalty: 1575.012451
	Iteration 25Q: 3 clusters Score -220476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -220478.078125 Penalty: 1575.012451
	Iteration 26Q: 3 clusters Score -220478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -220479.578125 Penalty: 1575.012451
	Iteration 27Q: 3 clusters Score -220479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -220480.765625 Penalty: 1575.012451
	Iteration 28Q: 3 clusters Score -220480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -220481.703125 Penalty: 1575.012451
	Iteration 29Q: 3 clusters Score -220481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -220482.218750 Penalty: 1575.012451
	Iteration 30Q: 3 clusters Score -220482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -220482.218750 Penalty: 1575.012451
	Iteration 31F: 3 clusters Score -220482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Entering Unmasked Estep 
Score: -692849.250000 Penalty: 899.320496
	Iteration 0F: 2 clusters Score -692849.2 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 6458 members 
Entering Unmasked Estep 
Score: -684107.937500 Penalty: 1798.640991
	Iteration 0F: 3 clusters Score -684107.9 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -687319.000000 Penalty: 1798.640991
	Iteration 1F: 3 clusters Score -687319 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -687710.875000 Penalty: 1798.640991
	Iteration 2F: 3 clusters Score -687710.9 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -688201.625000 Penalty: 1798.640991
	Iteration 3F: 3 clusters Score -688201.6 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -688755.125000 Penalty: 1798.640991
	Iteration 4F: 3 clusters Score -688755.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -689327.562500 Penalty: 1798.640991
	Iteration 5F: 3 clusters Score -689327.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -689844.125000 Penalty: 1798.640991
	Iteration 6F: 3 clusters Score -689844.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -690215.875000 Penalty: 1798.640991
	Iteration 7F: 3 clusters Score -690215.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -690440.500000 Penalty: 1798.640991
	Iteration 8Q: 3 clusters Score -690440.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -690623.875000 Penalty: 1798.640991
	Iteration 9Q: 3 clusters Score -690623.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -690831.687500 Penalty: 1798.640991
	Iteration 10Q: 3 clusters Score -690831.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -691111.625000 Penalty: 1798.640991
	Iteration 11Q: 3 clusters Score -691111.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -691314.250000 Penalty: 1798.640991
	Iteration 12Q: 3 clusters Score -691314.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -691445.500000 Penalty: 1798.640991
	Iteration 13Q: 3 clusters Score -691445.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -691554.312500 Penalty: 1798.640991
	Iteration 14Q: 3 clusters Score -691554.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -691631.562500 Penalty: 1798.640991
	Iteration 15Q: 3 clusters Score -691631.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -691687.625000 Penalty: 1798.640991
	Iteration 16Q: 3 clusters Score -691687.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -691744.812500 Penalty: 1798.640991
	Iteration 17Q: 3 clusters Score -691744.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -691794.625000 Penalty: 1798.640991
	Iteration 18Q: 3 clusters Score -691794.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -691834.875000 Penalty: 1798.640991
	Iteration 19Q: 3 clusters Score -691834.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -691860.250000 Penalty: 1798.640991
	Iteration 20F: 3 clusters Score -691860.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -691890.125000 Penalty: 1798.640991
	Iteration 21Q: 3 clusters Score -691890.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -691912.000000 Penalty: 1798.640991
	Iteration 22Q: 3 clusters Score -691912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -691928.062500 Penalty: 1798.640991
	Iteration 23Q: 3 clusters Score -691928.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -691940.625000 Penalty: 1798.640991
	Iteration 24Q: 3 clusters Score -691940.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -691952.562500 Penalty: 1798.640991
	Iteration 25Q: 3 clusters Score -691952.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -691966.750000 Penalty: 1798.640991
	Iteration 26Q: 3 clusters Score -691966.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -691981.062500 Penalty: 1798.640991
	Iteration 27Q: 3 clusters Score -691981.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -691992.375000 Penalty: 1798.640991
	Iteration 28Q: 3 clusters Score -691992.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -692004.625000 Penalty: 1798.640991
	Iteration 29Q: 3 clusters Score -692004.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -692013.312500 Penalty: 1798.640991
	Iteration 30Q: 3 clusters Score -692013.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -692023.812500 Penalty: 1798.640991
	Iteration 31Q: 3 clusters Score -692023.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -692032.687500 Penalty: 1798.640991
	Iteration 32Q: 3 clusters Score -692032.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -692047.250000 Penalty: 1798.640991
	Iteration 33Q: 3 clusters Score -692047.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -692055.875000 Penalty: 1798.640991
	Iteration 34Q: 3 clusters Score -692055.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -692063.375000 Penalty: 1798.640991
	Iteration 35Q: 3 clusters Score -692063.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -692075.625000 Penalty: 1798.640991
	Iteration 36Q: 3 clusters Score -692075.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -692082.875000 Penalty: 1798.640991
	Iteration 37Q: 3 clusters Score -692082.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -692093.625000 Penalty: 1798.640991
	Iteration 38Q: 3 clusters Score -692093.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -692101.125000 Penalty: 1798.640991
	Iteration 39Q: 3 clusters Score -692101.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -692108.125000 Penalty: 1798.640991
	Iteration 40F: 3 clusters Score -692108.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -692114.437500 Penalty: 1798.640991
	Iteration 41Q: 3 clusters Score -692114.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -692117.375000 Penalty: 1798.640991
	Iteration 42Q: 3 clusters Score -692117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -692117.812500 Penalty: 1798.640991
	Iteration 43Q: 3 clusters Score -692117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -692118.750000 Penalty: 1798.640991
	Iteration 44Q: 3 clusters Score -692118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -692118.562500 Penalty: 1798.640991
	Iteration 45Q: 3 clusters Score -692118.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -692121.875000 Penalty: 1798.640991
	Iteration 46Q: 3 clusters Score -692121.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -692122.937500 Penalty: 1798.640991
	Iteration 47Q: 3 clusters Score -692122.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -692125.562500 Penalty: 1798.640991
	Iteration 48Q: 3 clusters Score -692125.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -692128.875000 Penalty: 1798.640991
	Iteration 49Q: 3 clusters Score -692128.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -692128.937500 Penalty: 1798.640991
	Iteration 50Q: 3 clusters Score -692128.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -692131.625000 Penalty: 1798.640991
	Iteration 51Q: 3 clusters Score -692131.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -692136.937500 Penalty: 1798.640991
	Iteration 52Q: 3 clusters Score -692136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -692136.500000 Penalty: 1798.640991
	Iteration 53Q: 3 clusters Score -692136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -692136.562500 Penalty: 1798.640991
	Iteration 54Q: 3 clusters Score -692136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -692139.125000 Penalty: 1798.640991
	Iteration 55Q: 3 clusters Score -692139.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -692138.250000 Penalty: 1798.640991
	Iteration 56Q: 3 clusters Score -692138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -692140.125000 Penalty: 1798.640991
	Iteration 57Q: 3 clusters Score -692140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -692140.937500 Penalty: 1798.640991
	Iteration 58Q: 3 clusters Score -692140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -692141.125000 Penalty: 1798.640991
	Iteration 59Q: 3 clusters Score -692141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -692142.375000 Penalty: 1798.640991
	Iteration 60F: 3 clusters Score -692142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -692140.375000 Penalty: 1798.640991
	Iteration 61Q: 3 clusters Score -692140.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -692141.875000 Penalty: 1798.640991
	Iteration 62Q: 3 clusters Score -692141.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -692145.250000 Penalty: 1798.640991
	Iteration 63Q: 3 clusters Score -692145.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -692146.187500 Penalty: 1798.640991
	Iteration 64Q: 3 clusters Score -692146.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -692146.687500 Penalty: 1798.640991
	Iteration 65Q: 3 clusters Score -692146.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -692149.187500 Penalty: 1798.640991
	Iteration 66Q: 3 clusters Score -692149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -692150.375000 Penalty: 1798.640991
	Iteration 67Q: 3 clusters Score -692150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -692150.937500 Penalty: 1798.640991
	Iteration 68Q: 3 clusters Score -692150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -692151.187500 Penalty: 1798.640991
	Iteration 69Q: 3 clusters Score -692151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -692151.750000 Penalty: 1798.640991
	Iteration 70Q: 3 clusters Score -692151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -692151.250000 Penalty: 1798.640991
	Iteration 71Q: 3 clusters Score -692151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -692153.312500 Penalty: 1798.640991
	Iteration 72Q: 3 clusters Score -692153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -692153.125000 Penalty: 1798.640991
	Iteration 73Q: 3 clusters Score -692153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -692152.937500 Penalty: 1798.640991
	Iteration 74Q: 3 clusters Score -692152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -692153.500000 Penalty: 1798.640991
	Iteration 75Q: 3 clusters Score -692153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -692153.250000 Penalty: 1798.640991
	Iteration 76Q: 3 clusters Score -692153.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -692153.250000 Penalty: 1798.640991
	Iteration 77F: 3 clusters Score -692153.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Entering Unmasked Estep 
Score: -4475927.500000 Penalty: 1075.571167
	Iteration 0F: 2 clusters Score -4475928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -4420616.500000 Penalty: 2151.142334
	Iteration 0F: 3 clusters Score -4420616 nChanged 39920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -4445452.000000 Penalty: 2151.142334
	Iteration 1F: 3 clusters Score -4445452 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -4448673.000000 Penalty: 2151.142334
	Iteration 2F: 3 clusters Score -4448673 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -4452915.500000 Penalty: 2151.142334
	Iteration 3F: 3 clusters Score -4452916 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -4456810.500000 Penalty: 2151.142334
	Iteration 4F: 3 clusters Score -4456810 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -4459576.500000 Penalty: 2151.142334
	Iteration 5F: 3 clusters Score -4459576 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -4461484.000000 Penalty: 2151.142334
	Iteration 6F: 3 clusters Score -4461484 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -4462984.000000 Penalty: 2151.142334
	Iteration 7Q: 3 clusters Score -4462984 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -4464311.000000 Penalty: 2151.142334
	Iteration 8Q: 3 clusters Score -4464311 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 67387 members 
Entering Unmasked Estep 
Score: -4465500.500000 Penalty: 2151.142334
	Iteration 9Q: 3 clusters Score -4465500 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -4466826.000000 Penalty: 2151.142334
	Iteration 10Q: 3 clusters Score -4466826 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -4468159.500000 Penalty: 2151.142334
	Iteration 11Q: 3 clusters Score -4468160 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
Score: -4469560.000000 Penalty: 2151.142334
	Iteration 12Q: 3 clusters Score -4469560 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -4470844.500000 Penalty: 2151.142334
	Iteration 13Q: 3 clusters Score -4470844 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -4471958.500000 Penalty: 2151.142334
	Iteration 14Q: 3 clusters Score -4471958 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -4472835.500000 Penalty: 2151.142334
	Iteration 15Q: 3 clusters Score -4472836 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -4473604.500000 Penalty: 2151.142334
	Iteration 16Q: 3 clusters Score -4473604 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -4474085.500000 Penalty: 2151.142334
	Iteration 17Q: 3 clusters Score -4474086 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -4474358.500000 Penalty: 2151.142334
	Iteration 18Q: 3 clusters Score -4474358 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -4474541.500000 Penalty: 2151.142334
	Iteration 19Q: 3 clusters Score -4474542 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 81180 members 
Entering Unmasked Estep 
Score: -4474663.000000 Penalty: 2151.142334
	Iteration 20F: 3 clusters Score -4474663 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -4474747.500000 Penalty: 2151.142334
	Iteration 21Q: 3 clusters Score -4474748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -4474816.500000 Penalty: 2151.142334
	Iteration 22Q: 3 clusters Score -4474816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -4474866.000000 Penalty: 2151.142334
	Iteration 23Q: 3 clusters Score -4474866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -4474909.500000 Penalty: 2151.142334
	Iteration 24Q: 3 clusters Score -4474910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -4474937.000000 Penalty: 2151.142334
	Iteration 25Q: 3 clusters Score -4474937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -4474963.500000 Penalty: 2151.142334
	Iteration 26Q: 3 clusters Score -4474964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -4475002.000000 Penalty: 2151.142334
	Iteration 27Q: 3 clusters Score -4475002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -4475011.500000 Penalty: 2151.142334
	Iteration 28Q: 3 clusters Score -4475012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 81897 members 
Entering Unmasked Estep 
Score: -4475029.000000 Penalty: 2151.142334
	Iteration 29Q: 3 clusters Score -4475029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -4475044.500000 Penalty: 2151.142334
	Iteration 30Q: 3 clusters Score -4475044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 81959 members 
Entering Unmasked Estep 
Score: -4475060.500000 Penalty: 2151.142334
	Iteration 31Q: 3 clusters Score -4475060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 81979 members 
Entering Unmasked Estep 
Score: -4475071.500000 Penalty: 2151.142334
	Iteration 32Q: 3 clusters Score -4475072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -4475080.500000 Penalty: 2151.142334
	Iteration 33Q: 3 clusters Score -4475080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -4475090.500000 Penalty: 2151.142334
	Iteration 34Q: 3 clusters Score -4475090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -4475104.000000 Penalty: 2151.142334
	Iteration 35Q: 3 clusters Score -4475104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -4475105.000000 Penalty: 2151.142334
	Iteration 36Q: 3 clusters Score -4475105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -4475110.000000 Penalty: 2151.142334
	Iteration 37Q: 3 clusters Score -4475110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -4475112.000000 Penalty: 2151.142334
	Iteration 38Q: 3 clusters Score -4475112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -4475114.000000 Penalty: 2151.142334
	Iteration 39Q: 3 clusters Score -4475114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -4475115.500000 Penalty: 2151.142334
	Iteration 40F: 3 clusters Score -4475116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -4475118.000000 Penalty: 2151.142334
	Iteration 41Q: 3 clusters Score -4475118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -4475118.000000 Penalty: 2151.142334
	Iteration 42Q: 3 clusters Score -4475118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -4475118.500000 Penalty: 2151.142334
	Iteration 43Q: 3 clusters Score -4475118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -4475117.500000 Penalty: 2151.142334
	Iteration 44Q: 3 clusters Score -4475118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -4475120.500000 Penalty: 2151.142334
	Iteration 45Q: 3 clusters Score -4475120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -4475120.500000 Penalty: 2151.142334
	Iteration 46F: 3 clusters Score -4475120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Entering Unmasked Estep 
Score: -143844.078125 Penalty: 767.974792
	Iteration 0F: 2 clusters Score -143844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -141426.093750 Penalty: 1535.949585
	Iteration 0F: 3 clusters Score -141426.1 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -142462.781250 Penalty: 1535.949585
	Iteration 1F: 3 clusters Score -142462.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -142762.218750 Penalty: 1535.949585
	Iteration 2F: 3 clusters Score -142762.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -142932.343750 Penalty: 1535.949585
	Iteration 3F: 3 clusters Score -142932.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -143050.562500 Penalty: 1535.949585
	Iteration 4F: 3 clusters Score -143050.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -143153.546875 Penalty: 1535.949585
	Iteration 5Q: 3 clusters Score -143153.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -143241.562500 Penalty: 1535.949585
	Iteration 6Q: 3 clusters Score -143241.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -143303.781250 Penalty: 1535.949585
	Iteration 7Q: 3 clusters Score -143303.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -143355.125000 Penalty: 1535.949585
	Iteration 8Q: 3 clusters Score -143355.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -143398.656250 Penalty: 1535.949585
	Iteration 9Q: 3 clusters Score -143398.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -143438.500000 Penalty: 1535.949585
	Iteration 10Q: 3 clusters Score -143438.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -143470.812500 Penalty: 1535.949585
	Iteration 11Q: 3 clusters Score -143470.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -143499.984375 Penalty: 1535.949585
	Iteration 12Q: 3 clusters Score -143500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -143531.015625 Penalty: 1535.949585
	Iteration 13Q: 3 clusters Score -143531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -143559.375000 Penalty: 1535.949585
	Iteration 14Q: 3 clusters Score -143559.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -143579.906250 Penalty: 1535.949585
	Iteration 15Q: 3 clusters Score -143579.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -143591.281250 Penalty: 1535.949585
	Iteration 16Q: 3 clusters Score -143591.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -143597.343750 Penalty: 1535.949585
	Iteration 17Q: 3 clusters Score -143597.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -143601.218750 Penalty: 1535.949585
	Iteration 18Q: 3 clusters Score -143601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -143603.187500 Penalty: 1535.949585
	Iteration 19Q: 3 clusters Score -143603.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -143605.531250 Penalty: 1535.949585
	Iteration 20F: 3 clusters Score -143605.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -143607.734375 Penalty: 1535.949585
	Iteration 21Q: 3 clusters Score -143607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -143609.937500 Penalty: 1535.949585
	Iteration 22Q: 3 clusters Score -143609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -143611.046875 Penalty: 1535.949585
	Iteration 23Q: 3 clusters Score -143611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -143612.703125 Penalty: 1535.949585
	Iteration 24Q: 3 clusters Score -143612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -143613.015625 Penalty: 1535.949585
	Iteration 25Q: 3 clusters Score -143613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -143613.656250 Penalty: 1535.949585
	Iteration 26Q: 3 clusters Score -143613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -143613.546875 Penalty: 1535.949585
	Iteration 27Q: 3 clusters Score -143613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -143613.734375 Penalty: 1535.949585
	Iteration 28Q: 3 clusters Score -143613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -143613.765625 Penalty: 1535.949585
	Iteration 29Q: 3 clusters Score -143613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -143614.203125 Penalty: 1535.949585
	Iteration 30Q: 3 clusters Score -143614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -143614.203125 Penalty: 1535.949585
	Iteration 31F: 3 clusters Score -143614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Entering Unmasked Estep 
Score: -841180.687500 Penalty: 911.498230
	Iteration 0F: 2 clusters Score -841180.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -831225.687500 Penalty: 1822.996460
	Iteration 0F: 3 clusters Score -831225.7 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -835065.062500 Penalty: 1822.996460
	Iteration 1F: 3 clusters Score -835065.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -835385.437500 Penalty: 1822.996460
	Iteration 2F: 3 clusters Score -835385.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -835756.562500 Penalty: 1822.996460
	Iteration 3F: 3 clusters Score -835756.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -836148.625000 Penalty: 1822.996460
	Iteration 4F: 3 clusters Score -836148.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -836594.062500 Penalty: 1822.996460
	Iteration 5F: 3 clusters Score -836594.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -837121.812500 Penalty: 1822.996460
	Iteration 6F: 3 clusters Score -837121.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -837708.937500 Penalty: 1822.996460
	Iteration 7F: 3 clusters Score -837708.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -838321.687500 Penalty: 1822.996460
	Iteration 8F: 3 clusters Score -838321.7 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -838936.812500 Penalty: 1822.996460
	Iteration 9F: 3 clusters Score -838936.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -839475.125000 Penalty: 1822.996460
	Iteration 10Q: 3 clusters Score -839475.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -839903.562500 Penalty: 1822.996460
	Iteration 11Q: 3 clusters Score -839903.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -840163.562500 Penalty: 1822.996460
	Iteration 12Q: 3 clusters Score -840163.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -840291.000000 Penalty: 1822.996460
	Iteration 13Q: 3 clusters Score -840291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -840339.812500 Penalty: 1822.996460
	Iteration 14Q: 3 clusters Score -840339.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -840360.812500 Penalty: 1822.996460
	Iteration 15Q: 3 clusters Score -840360.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -840373.875000 Penalty: 1822.996460
	Iteration 16Q: 3 clusters Score -840373.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -840385.125000 Penalty: 1822.996460
	Iteration 17Q: 3 clusters Score -840385.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -840395.250000 Penalty: 1822.996460
	Iteration 18Q: 3 clusters Score -840395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -840401.500000 Penalty: 1822.996460
	Iteration 19Q: 3 clusters Score -840401.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -840412.875000 Penalty: 1822.996460
	Iteration 20F: 3 clusters Score -840412.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -840417.250000 Penalty: 1822.996460
	Iteration 21Q: 3 clusters Score -840417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -840419.000000 Penalty: 1822.996460
	Iteration 22Q: 3 clusters Score -840419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -840421.687500 Penalty: 1822.996460
	Iteration 23Q: 3 clusters Score -840421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -840421.687500 Penalty: 1822.996460
	Iteration 24F: 3 clusters Score -840421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -119784.273438 Penalty: 730.794128
	Iteration 0F: 2 clusters Score -119784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -117959.328125 Penalty: 1461.588257
	Iteration 0F: 3 clusters Score -117959.3 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -118501.421875 Penalty: 1461.588257
	Iteration 1F: 3 clusters Score -118501.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -118662.812500 Penalty: 1461.588257
	Iteration 2F: 3 clusters Score -118662.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -118792.492188 Penalty: 1461.588257
	Iteration 3F: 3 clusters Score -118792.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -118903.757812 Penalty: 1461.588257
	Iteration 4F: 3 clusters Score -118903.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -119001.390625 Penalty: 1461.588257
	Iteration 5F: 3 clusters Score -119001.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -119045.601562 Penalty: 1461.588257
	Iteration 6Q: 3 clusters Score -119045.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -119069.992188 Penalty: 1461.588257
	Iteration 7Q: 3 clusters Score -119070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -119092.468750 Penalty: 1461.588257
	Iteration 8Q: 3 clusters Score -119092.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -119108.406250 Penalty: 1461.588257
	Iteration 9Q: 3 clusters Score -119108.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -119120.570312 Penalty: 1461.588257
	Iteration 10Q: 3 clusters Score -119120.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -119133.843750 Penalty: 1461.588257
	Iteration 11Q: 3 clusters Score -119133.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -119142.945312 Penalty: 1461.588257
	Iteration 12Q: 3 clusters Score -119142.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -119150.523438 Penalty: 1461.588257
	Iteration 13Q: 3 clusters Score -119150.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -119156.492188 Penalty: 1461.588257
	Iteration 14Q: 3 clusters Score -119156.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -119167.320312 Penalty: 1461.588257
	Iteration 15Q: 3 clusters Score -119167.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -119176.984375 Penalty: 1461.588257
	Iteration 16Q: 3 clusters Score -119177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -119184.765625 Penalty: 1461.588257
	Iteration 17Q: 3 clusters Score -119184.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -119190.632812 Penalty: 1461.588257
	Iteration 18Q: 3 clusters Score -119190.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -119193.945312 Penalty: 1461.588257
	Iteration 19Q: 3 clusters Score -119193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -119196.085938 Penalty: 1461.588257
	Iteration 20F: 3 clusters Score -119196.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -119197.507812 Penalty: 1461.588257
	Iteration 21Q: 3 clusters Score -119197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -119198.015625 Penalty: 1461.588257
	Iteration 22Q: 3 clusters Score -119198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -119198.015625 Penalty: 1461.588257
	Iteration 23F: 3 clusters Score -119198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -236647.890625 Penalty: 806.689148
	Iteration 0F: 2 clusters Score -236647.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -233173.375000 Penalty: 1613.378296
	Iteration 0F: 3 clusters Score -233173.4 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -234490.296875 Penalty: 1613.378296
	Iteration 1F: 3 clusters Score -234490.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -234843.187500 Penalty: 1613.378296
	Iteration 2F: 3 clusters Score -234843.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -235207.203125 Penalty: 1613.378296
	Iteration 3F: 3 clusters Score -235207.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -235560.906250 Penalty: 1613.378296
	Iteration 4F: 3 clusters Score -235560.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -235817.718750 Penalty: 1613.378296
	Iteration 5F: 3 clusters Score -235817.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -235952.796875 Penalty: 1613.378296
	Iteration 6Q: 3 clusters Score -235952.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -236029.203125 Penalty: 1613.378296
	Iteration 7Q: 3 clusters Score -236029.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -236079.765625 Penalty: 1613.378296
	Iteration 8Q: 3 clusters Score -236079.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -236115.156250 Penalty: 1613.378296
	Iteration 9Q: 3 clusters Score -236115.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -236133.375000 Penalty: 1613.378296
	Iteration 10Q: 3 clusters Score -236133.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -236143.000000 Penalty: 1613.378296
	Iteration 11Q: 3 clusters Score -236143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -236147.765625 Penalty: 1613.378296
	Iteration 12Q: 3 clusters Score -236147.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -236151.984375 Penalty: 1613.378296
	Iteration 13Q: 3 clusters Score -236152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -236157.546875 Penalty: 1613.378296
	Iteration 14Q: 3 clusters Score -236157.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -236161.625000 Penalty: 1613.378296
	Iteration 15Q: 3 clusters Score -236161.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -236165.859375 Penalty: 1613.378296
	Iteration 16Q: 3 clusters Score -236165.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -236172.578125 Penalty: 1613.378296
	Iteration 17Q: 3 clusters Score -236172.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -236179.750000 Penalty: 1613.378296
	Iteration 18Q: 3 clusters Score -236179.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -236184.265625 Penalty: 1613.378296
	Iteration 19Q: 3 clusters Score -236184.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -236186.140625 Penalty: 1613.378296
	Iteration 20F: 3 clusters Score -236186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -236187.093750 Penalty: 1613.378296
	Iteration 21Q: 3 clusters Score -236187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -236187.546875 Penalty: 1613.378296
	Iteration 22Q: 3 clusters Score -236187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -236187.796875 Penalty: 1613.378296
	Iteration 23Q: 3 clusters Score -236187.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -236189.359375 Penalty: 1613.378296
	Iteration 24Q: 3 clusters Score -236189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -236191.343750 Penalty: 1613.378296
	Iteration 25Q: 3 clusters Score -236191.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -236194.515625 Penalty: 1613.378296
	Iteration 26Q: 3 clusters Score -236194.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -236195.718750 Penalty: 1613.378296
	Iteration 27Q: 3 clusters Score -236195.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -236196.968750 Penalty: 1613.378296
	Iteration 28Q: 3 clusters Score -236197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -236197.140625 Penalty: 1613.378296
	Iteration 29Q: 3 clusters Score -236197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -236197.546875 Penalty: 1613.378296
	Iteration 30Q: 3 clusters Score -236197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -236198.140625 Penalty: 1613.378296
	Iteration 31Q: 3 clusters Score -236198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -236198.062500 Penalty: 1613.378296
	Iteration 32Q: 3 clusters Score -236198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -236198.859375 Penalty: 1613.378296
	Iteration 33Q: 3 clusters Score -236198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -236199.578125 Penalty: 1613.378296
	Iteration 34Q: 3 clusters Score -236199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -236199.500000 Penalty: 1613.378296
	Iteration 35Q: 3 clusters Score -236199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -236199.921875 Penalty: 1613.378296
	Iteration 36Q: 3 clusters Score -236199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -236200.156250 Penalty: 1613.378296
	Iteration 37Q: 3 clusters Score -236200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -236200.578125 Penalty: 1613.378296
	Iteration 38Q: 3 clusters Score -236200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -236200.515625 Penalty: 1613.378296
	Iteration 39Q: 3 clusters Score -236200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -236200.875000 Penalty: 1613.378296
	Iteration 40F: 3 clusters Score -236200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -236200.796875 Penalty: 1613.378296
	Iteration 41Q: 3 clusters Score -236200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -236200.796875 Penalty: 1613.378296
	Iteration 42F: 3 clusters Score -236200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Entering Unmasked Estep 
Score: -1294484.250000 Penalty: 958.262634
	Iteration 0F: 2 clusters Score -1294484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1278363.000000 Penalty: 1916.525269
	Iteration 0F: 3 clusters Score -1278363 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1285022.875000 Penalty: 1916.525269
	Iteration 1F: 3 clusters Score -1285023 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1285650.125000 Penalty: 1916.525269
	Iteration 2F: 3 clusters Score -1285650 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1286376.875000 Penalty: 1916.525269
	Iteration 3F: 3 clusters Score -1286377 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1287137.250000 Penalty: 1916.525269
	Iteration 4F: 3 clusters Score -1287137 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1287845.750000 Penalty: 1916.525269
	Iteration 5F: 3 clusters Score -1287846 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1288611.500000 Penalty: 1916.525269
	Iteration 6F: 3 clusters Score -1288612 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1289680.000000 Penalty: 1916.525269
	Iteration 7F: 3 clusters Score -1289680 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1290918.625000 Penalty: 1916.525269
	Iteration 8F: 3 clusters Score -1290919 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1291885.375000 Penalty: 1916.525269
	Iteration 9F: 3 clusters Score -1291885 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1292388.625000 Penalty: 1916.525269
	Iteration 10Q: 3 clusters Score -1292389 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1292668.625000 Penalty: 1916.525269
	Iteration 11Q: 3 clusters Score -1292669 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1292825.375000 Penalty: 1916.525269
	Iteration 12Q: 3 clusters Score -1292825 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1292904.000000 Penalty: 1916.525269
	Iteration 13Q: 3 clusters Score -1292904 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1292965.750000 Penalty: 1916.525269
	Iteration 14Q: 3 clusters Score -1292966 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1293007.750000 Penalty: 1916.525269
	Iteration 15Q: 3 clusters Score -1293008 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1293043.875000 Penalty: 1916.525269
	Iteration 16Q: 3 clusters Score -1293044 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1293060.750000 Penalty: 1916.525269
	Iteration 17Q: 3 clusters Score -1293061 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1293080.625000 Penalty: 1916.525269
	Iteration 18Q: 3 clusters Score -1293081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1293094.000000 Penalty: 1916.525269
	Iteration 19Q: 3 clusters Score -1293094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1293098.500000 Penalty: 1916.525269
	Iteration 20F: 3 clusters Score -1293098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1293099.875000 Penalty: 1916.525269
	Iteration 21Q: 3 clusters Score -1293100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1293107.625000 Penalty: 1916.525269
	Iteration 22Q: 3 clusters Score -1293108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1293105.875000 Penalty: 1916.525269
	Iteration 23Q: 3 clusters Score -1293106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1293111.250000 Penalty: 1916.525269
	Iteration 24Q: 3 clusters Score -1293111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1293111.625000 Penalty: 1916.525269
	Iteration 25Q: 3 clusters Score -1293112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1293109.500000 Penalty: 1916.525269
	Iteration 26Q: 3 clusters Score -1293110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1293112.125000 Penalty: 1916.525269
	Iteration 27Q: 3 clusters Score -1293112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1293111.500000 Penalty: 1916.525269
	Iteration 28Q: 3 clusters Score -1293112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1293116.125000 Penalty: 1916.525269
	Iteration 29Q: 3 clusters Score -1293116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1293119.625000 Penalty: 1916.525269
	Iteration 30Q: 3 clusters Score -1293120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1293118.375000 Penalty: 1916.525269
	Iteration 31Q: 3 clusters Score -1293118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1293116.625000 Penalty: 1916.525269
	Iteration 32Q: 3 clusters Score -1293117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1293116.125000 Penalty: 1916.525269
	Iteration 33Q: 3 clusters Score -1293116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1293122.250000 Penalty: 1916.525269
	Iteration 34Q: 3 clusters Score -1293122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1293125.375000 Penalty: 1916.525269
	Iteration 35Q: 3 clusters Score -1293125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1293124.625000 Penalty: 1916.525269
	Iteration 36Q: 3 clusters Score -1293125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1293125.375000 Penalty: 1916.525269
	Iteration 37Q: 3 clusters Score -1293125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1293124.250000 Penalty: 1916.525269
	Iteration 38Q: 3 clusters Score -1293124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1293122.500000 Penalty: 1916.525269
	Iteration 39Q: 3 clusters Score -1293122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1293124.875000 Penalty: 1916.525269
	Iteration 40F: 3 clusters Score -1293125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1293124.000000 Penalty: 1916.525269
	Iteration 41Q: 3 clusters Score -1293124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1293122.625000 Penalty: 1916.525269
	Iteration 42Q: 3 clusters Score -1293123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1293122.125000 Penalty: 1916.525269
	Iteration 43Q: 3 clusters Score -1293122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1293122.250000 Penalty: 1916.525269
	Iteration 44Q: 3 clusters Score -1293122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1293123.875000 Penalty: 1916.525269
	Iteration 45Q: 3 clusters Score -1293124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1293123.875000 Penalty: 1916.525269
	Iteration 46F: 3 clusters Score -1293124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Entering Unmasked Estep 
Score: -665741.187500 Penalty: 906.471069
	Iteration 0F: 2 clusters Score -665741.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -656420.937500 Penalty: 1812.942139
	Iteration 0F: 3 clusters Score -656420.9 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -659989.812500 Penalty: 1812.942139
	Iteration 1F: 3 clusters Score -659989.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -660501.500000 Penalty: 1812.942139
	Iteration 2F: 3 clusters Score -660501.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -661078.937500 Penalty: 1812.942139
	Iteration 3F: 3 clusters Score -661078.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -661575.687500 Penalty: 1812.942139
	Iteration 4F: 3 clusters Score -661575.7 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -662028.437500 Penalty: 1812.942139
	Iteration 5F: 3 clusters Score -662028.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -662446.125000 Penalty: 1812.942139
	Iteration 6F: 3 clusters Score -662446.1 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -662915.062500 Penalty: 1812.942139
	Iteration 7F: 3 clusters Score -662915.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -663299.375000 Penalty: 1812.942139
	Iteration 8Q: 3 clusters Score -663299.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -663597.250000 Penalty: 1812.942139
	Iteration 9Q: 3 clusters Score -663597.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -663763.125000 Penalty: 1812.942139
	Iteration 10Q: 3 clusters Score -663763.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -663880.937500 Penalty: 1812.942139
	Iteration 11Q: 3 clusters Score -663880.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -663954.062500 Penalty: 1812.942139
	Iteration 12Q: 3 clusters Score -663954.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -664009.375000 Penalty: 1812.942139
	Iteration 13Q: 3 clusters Score -664009.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -664045.375000 Penalty: 1812.942139
	Iteration 14Q: 3 clusters Score -664045.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -664076.375000 Penalty: 1812.942139
	Iteration 15Q: 3 clusters Score -664076.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -664105.187500 Penalty: 1812.942139
	Iteration 16Q: 3 clusters Score -664105.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -664134.062500 Penalty: 1812.942139
	Iteration 17Q: 3 clusters Score -664134.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -664162.312500 Penalty: 1812.942139
	Iteration 18Q: 3 clusters Score -664162.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -664183.687500 Penalty: 1812.942139
	Iteration 19Q: 3 clusters Score -664183.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -664213.125000 Penalty: 1812.942139
	Iteration 20F: 3 clusters Score -664213.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -664235.187500 Penalty: 1812.942139
	Iteration 21Q: 3 clusters Score -664235.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -664255.500000 Penalty: 1812.942139
	Iteration 22Q: 3 clusters Score -664255.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -664271.750000 Penalty: 1812.942139
	Iteration 23Q: 3 clusters Score -664271.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -664284.937500 Penalty: 1812.942139
	Iteration 24Q: 3 clusters Score -664284.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -664303.375000 Penalty: 1812.942139
	Iteration 25Q: 3 clusters Score -664303.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -664325.750000 Penalty: 1812.942139
	Iteration 26Q: 3 clusters Score -664325.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -664348.437500 Penalty: 1812.942139
	Iteration 27Q: 3 clusters Score -664348.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -664369.312500 Penalty: 1812.942139
	Iteration 28Q: 3 clusters Score -664369.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -664387.937500 Penalty: 1812.942139
	Iteration 29Q: 3 clusters Score -664387.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -664400.312500 Penalty: 1812.942139
	Iteration 30Q: 3 clusters Score -664400.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -664416.625000 Penalty: 1812.942139
	Iteration 31Q: 3 clusters Score -664416.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -664432.687500 Penalty: 1812.942139
	Iteration 32Q: 3 clusters Score -664432.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -664449.937500 Penalty: 1812.942139
	Iteration 33Q: 3 clusters Score -664449.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -664471.812500 Penalty: 1812.942139
	Iteration 34Q: 3 clusters Score -664471.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -664493.312500 Penalty: 1812.942139
	Iteration 35Q: 3 clusters Score -664493.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -664514.062500 Penalty: 1812.942139
	Iteration 36Q: 3 clusters Score -664514.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -664531.812500 Penalty: 1812.942139
	Iteration 37Q: 3 clusters Score -664531.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -664550.437500 Penalty: 1812.942139
	Iteration 38Q: 3 clusters Score -664550.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -664571.312500 Penalty: 1812.942139
	Iteration 39Q: 3 clusters Score -664571.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -664592.875000 Penalty: 1812.942139
	Iteration 40F: 3 clusters Score -664592.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -664611.875000 Penalty: 1812.942139
	Iteration 41Q: 3 clusters Score -664611.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -664632.125000 Penalty: 1812.942139
	Iteration 42Q: 3 clusters Score -664632.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -664651.062500 Penalty: 1812.942139
	Iteration 43Q: 3 clusters Score -664651.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -664669.062500 Penalty: 1812.942139
	Iteration 44Q: 3 clusters Score -664669.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -664682.062500 Penalty: 1812.942139
	Iteration 45Q: 3 clusters Score -664682.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -664697.437500 Penalty: 1812.942139
	Iteration 46Q: 3 clusters Score -664697.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -664713.500000 Penalty: 1812.942139
	Iteration 47Q: 3 clusters Score -664713.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -664723.312500 Penalty: 1812.942139
	Iteration 48Q: 3 clusters Score -664723.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -664734.062500 Penalty: 1812.942139
	Iteration 49Q: 3 clusters Score -664734.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -664744.625000 Penalty: 1812.942139
	Iteration 50Q: 3 clusters Score -664744.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -664751.500000 Penalty: 1812.942139
	Iteration 51Q: 3 clusters Score -664751.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -664759.375000 Penalty: 1812.942139
	Iteration 52Q: 3 clusters Score -664759.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -664762.750000 Penalty: 1812.942139
	Iteration 53Q: 3 clusters Score -664762.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -664766.875000 Penalty: 1812.942139
	Iteration 54Q: 3 clusters Score -664766.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -664771.812500 Penalty: 1812.942139
	Iteration 55Q: 3 clusters Score -664771.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -664775.812500 Penalty: 1812.942139
	Iteration 56Q: 3 clusters Score -664775.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -664776.625000 Penalty: 1812.942139
	Iteration 57Q: 3 clusters Score -664776.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -664779.875000 Penalty: 1812.942139
	Iteration 58Q: 3 clusters Score -664779.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -664780.812500 Penalty: 1812.942139
	Iteration 59Q: 3 clusters Score -664780.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -664784.750000 Penalty: 1812.942139
	Iteration 60F: 3 clusters Score -664784.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -664784.875000 Penalty: 1812.942139
	Iteration 61Q: 3 clusters Score -664784.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -664786.687500 Penalty: 1812.942139
	Iteration 62Q: 3 clusters Score -664786.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -664786.000000 Penalty: 1812.942139
	Iteration 63Q: 3 clusters Score -664786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -664790.312500 Penalty: 1812.942139
	Iteration 64Q: 3 clusters Score -664790.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -664789.500000 Penalty: 1812.942139
	Iteration 65Q: 3 clusters Score -664789.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -664792.000000 Penalty: 1812.942139
	Iteration 66Q: 3 clusters Score -664792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -664791.937500 Penalty: 1812.942139
	Iteration 67Q: 3 clusters Score -664791.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -664792.937500 Penalty: 1812.942139
	Iteration 68Q: 3 clusters Score -664792.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -664794.125000 Penalty: 1812.942139
	Iteration 69Q: 3 clusters Score -664794.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -664793.875000 Penalty: 1812.942139
	Iteration 70Q: 3 clusters Score -664793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -664794.187500 Penalty: 1812.942139
	Iteration 71Q: 3 clusters Score -664794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -664795.875000 Penalty: 1812.942139
	Iteration 72Q: 3 clusters Score -664795.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -664795.500000 Penalty: 1812.942139
	Iteration 73Q: 3 clusters Score -664795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -664797.062500 Penalty: 1812.942139
	Iteration 74Q: 3 clusters Score -664797.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -664799.562500 Penalty: 1812.942139
	Iteration 75Q: 3 clusters Score -664799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -664798.750000 Penalty: 1812.942139
	Iteration 76Q: 3 clusters Score -664798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -664801.437500 Penalty: 1812.942139
	Iteration 77Q: 3 clusters Score -664801.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -664805.625000 Penalty: 1812.942139
	Iteration 78Q: 3 clusters Score -664805.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -664805.250000 Penalty: 1812.942139
	Iteration 79Q: 3 clusters Score -664805.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -664806.312500 Penalty: 1812.942139
	Iteration 80F: 3 clusters Score -664806.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -664807.812500 Penalty: 1812.942139
	Iteration 81Q: 3 clusters Score -664807.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -664809.250000 Penalty: 1812.942139
	Iteration 82Q: 3 clusters Score -664809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -664812.437500 Penalty: 1812.942139
	Iteration 83Q: 3 clusters Score -664812.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -664815.687500 Penalty: 1812.942139
	Iteration 84Q: 3 clusters Score -664815.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -664819.562500 Penalty: 1812.942139
	Iteration 85Q: 3 clusters Score -664819.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -664825.187500 Penalty: 1812.942139
	Iteration 86Q: 3 clusters Score -664825.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -664830.937500 Penalty: 1812.942139
	Iteration 87Q: 3 clusters Score -664830.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -664839.562500 Penalty: 1812.942139
	Iteration 88Q: 3 clusters Score -664839.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -664847.500000 Penalty: 1812.942139
	Iteration 89Q: 3 clusters Score -664847.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -664861.875000 Penalty: 1812.942139
	Iteration 90Q: 3 clusters Score -664861.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -664872.250000 Penalty: 1812.942139
	Iteration 91Q: 3 clusters Score -664872.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -664884.812500 Penalty: 1812.942139
	Iteration 92Q: 3 clusters Score -664884.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -664902.562500 Penalty: 1812.942139
	Iteration 93Q: 3 clusters Score -664902.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -664919.750000 Penalty: 1812.942139
	Iteration 94Q: 3 clusters Score -664919.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -664934.625000 Penalty: 1812.942139
	Iteration 95Q: 3 clusters Score -664934.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -664953.625000 Penalty: 1812.942139
	Iteration 96Q: 3 clusters Score -664953.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -664968.812500 Penalty: 1812.942139
	Iteration 97Q: 3 clusters Score -664968.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -664977.500000 Penalty: 1812.942139
	Iteration 98Q: 3 clusters Score -664977.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -664988.812500 Penalty: 1812.942139
	Iteration 99Q: 3 clusters Score -664988.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -664997.625000 Penalty: 1812.942139
	Iteration 100F: 3 clusters Score -664997.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -665007.312500 Penalty: 1812.942139
	Iteration 101Q: 3 clusters Score -665007.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -665013.625000 Penalty: 1812.942139
	Iteration 102Q: 3 clusters Score -665013.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -665020.937500 Penalty: 1812.942139
	Iteration 103Q: 3 clusters Score -665020.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -665029.312500 Penalty: 1812.942139
	Iteration 104Q: 3 clusters Score -665029.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -665037.687500 Penalty: 1812.942139
	Iteration 105Q: 3 clusters Score -665037.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -665042.875000 Penalty: 1812.942139
	Iteration 106Q: 3 clusters Score -665042.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -665047.187500 Penalty: 1812.942139
	Iteration 107Q: 3 clusters Score -665047.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -665054.000000 Penalty: 1812.942139
	Iteration 108Q: 3 clusters Score -665054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -665061.187500 Penalty: 1812.942139
	Iteration 109Q: 3 clusters Score -665061.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -665068.250000 Penalty: 1812.942139
	Iteration 110Q: 3 clusters Score -665068.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -665074.000000 Penalty: 1812.942139
	Iteration 111Q: 3 clusters Score -665074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -665080.500000 Penalty: 1812.942139
	Iteration 112Q: 3 clusters Score -665080.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -665086.437500 Penalty: 1812.942139
	Iteration 113Q: 3 clusters Score -665086.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -665091.062500 Penalty: 1812.942139
	Iteration 114Q: 3 clusters Score -665091.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -665100.250000 Penalty: 1812.942139
	Iteration 115Q: 3 clusters Score -665100.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -665107.687500 Penalty: 1812.942139
	Iteration 116Q: 3 clusters Score -665107.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -665116.187500 Penalty: 1812.942139
	Iteration 117Q: 3 clusters Score -665116.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -665123.750000 Penalty: 1812.942139
	Iteration 118Q: 3 clusters Score -665123.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -665129.750000 Penalty: 1812.942139
	Iteration 119Q: 3 clusters Score -665129.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -665138.750000 Penalty: 1812.942139
	Iteration 120F: 3 clusters Score -665138.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -665143.250000 Penalty: 1812.942139
	Iteration 121Q: 3 clusters Score -665143.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -665149.000000 Penalty: 1812.942139
	Iteration 122Q: 3 clusters Score -665149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -665159.625000 Penalty: 1812.942139
	Iteration 123Q: 3 clusters Score -665159.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -665161.687500 Penalty: 1812.942139
	Iteration 124Q: 3 clusters Score -665161.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -665166.000000 Penalty: 1812.942139
	Iteration 125Q: 3 clusters Score -665166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -665169.625000 Penalty: 1812.942139
	Iteration 126Q: 3 clusters Score -665169.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -665174.937500 Penalty: 1812.942139
	Iteration 127Q: 3 clusters Score -665174.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -665178.937500 Penalty: 1812.942139
	Iteration 128Q: 3 clusters Score -665178.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -665179.687500 Penalty: 1812.942139
	Iteration 129Q: 3 clusters Score -665179.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -665185.062500 Penalty: 1812.942139
	Iteration 130Q: 3 clusters Score -665185.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -665192.187500 Penalty: 1812.942139
	Iteration 131Q: 3 clusters Score -665192.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -665196.125000 Penalty: 1812.942139
	Iteration 132Q: 3 clusters Score -665196.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -665200.187500 Penalty: 1812.942139
	Iteration 133Q: 3 clusters Score -665200.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -665207.625000 Penalty: 1812.942139
	Iteration 134Q: 3 clusters Score -665207.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -665211.562500 Penalty: 1812.942139
	Iteration 135Q: 3 clusters Score -665211.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -665214.125000 Penalty: 1812.942139
	Iteration 136Q: 3 clusters Score -665214.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -665216.625000 Penalty: 1812.942139
	Iteration 137Q: 3 clusters Score -665216.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -665220.000000 Penalty: 1812.942139
	Iteration 138Q: 3 clusters Score -665220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -665219.812500 Penalty: 1812.942139
	Iteration 139Q: 3 clusters Score -665219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -665220.062500 Penalty: 1812.942139
	Iteration 140F: 3 clusters Score -665220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -665222.875000 Penalty: 1812.942139
	Iteration 141Q: 3 clusters Score -665222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -665224.875000 Penalty: 1812.942139
	Iteration 142Q: 3 clusters Score -665224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -665225.500000 Penalty: 1812.942139
	Iteration 143Q: 3 clusters Score -665225.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -665227.500000 Penalty: 1812.942139
	Iteration 144Q: 3 clusters Score -665227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -665228.250000 Penalty: 1812.942139
	Iteration 145Q: 3 clusters Score -665228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -665228.062500 Penalty: 1812.942139
	Iteration 146Q: 3 clusters Score -665228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -665228.250000 Penalty: 1812.942139
	Iteration 147Q: 3 clusters Score -665228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -665229.812500 Penalty: 1812.942139
	Iteration 148Q: 3 clusters Score -665229.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -665231.125000 Penalty: 1812.942139
	Iteration 149Q: 3 clusters Score -665231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -665236.875000 Penalty: 1812.942139
	Iteration 150Q: 3 clusters Score -665236.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -665238.687500 Penalty: 1812.942139
	Iteration 151Q: 3 clusters Score -665238.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -665238.437500 Penalty: 1812.942139
	Iteration 152Q: 3 clusters Score -665238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -665238.812500 Penalty: 1812.942139
	Iteration 153Q: 3 clusters Score -665238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -665243.500000 Penalty: 1812.942139
	Iteration 154Q: 3 clusters Score -665243.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -665249.437500 Penalty: 1812.942139
	Iteration 155Q: 3 clusters Score -665249.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -665255.125000 Penalty: 1812.942139
	Iteration 156Q: 3 clusters Score -665255.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -665257.875000 Penalty: 1812.942139
	Iteration 157Q: 3 clusters Score -665257.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -665259.250000 Penalty: 1812.942139
	Iteration 158Q: 3 clusters Score -665259.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -665263.500000 Penalty: 1812.942139
	Iteration 159Q: 3 clusters Score -665263.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -665266.937500 Penalty: 1812.942139
	Iteration 160F: 3 clusters Score -665266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -665268.312500 Penalty: 1812.942139
	Iteration 161Q: 3 clusters Score -665268.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -665272.187500 Penalty: 1812.942139
	Iteration 162Q: 3 clusters Score -665272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -665273.937500 Penalty: 1812.942139
	Iteration 163Q: 3 clusters Score -665273.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -665274.937500 Penalty: 1812.942139
	Iteration 164Q: 3 clusters Score -665274.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -665277.875000 Penalty: 1812.942139
	Iteration 165Q: 3 clusters Score -665277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -665277.437500 Penalty: 1812.942139
	Iteration 166Q: 3 clusters Score -665277.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -665280.437500 Penalty: 1812.942139
	Iteration 167Q: 3 clusters Score -665280.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -665284.500000 Penalty: 1812.942139
	Iteration 168Q: 3 clusters Score -665284.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -665288.187500 Penalty: 1812.942139
	Iteration 169Q: 3 clusters Score -665288.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -665290.750000 Penalty: 1812.942139
	Iteration 170Q: 3 clusters Score -665290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -665291.812500 Penalty: 1812.942139
	Iteration 171Q: 3 clusters Score -665291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -665294.187500 Penalty: 1812.942139
	Iteration 172Q: 3 clusters Score -665294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -665296.312500 Penalty: 1812.942139
	Iteration 173Q: 3 clusters Score -665296.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -665303.437500 Penalty: 1812.942139
	Iteration 174Q: 3 clusters Score -665303.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -665304.812500 Penalty: 1812.942139
	Iteration 175Q: 3 clusters Score -665304.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -665305.562500 Penalty: 1812.942139
	Iteration 176Q: 3 clusters Score -665305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -665307.562500 Penalty: 1812.942139
	Iteration 177Q: 3 clusters Score -665307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -665310.562500 Penalty: 1812.942139
	Iteration 178Q: 3 clusters Score -665310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -665311.937500 Penalty: 1812.942139
	Iteration 179Q: 3 clusters Score -665311.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -665312.750000 Penalty: 1812.942139
	Iteration 180F: 3 clusters Score -665312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -665314.312500 Penalty: 1812.942139
	Iteration 181Q: 3 clusters Score -665314.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -665316.750000 Penalty: 1812.942139
	Iteration 182Q: 3 clusters Score -665316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -665316.937500 Penalty: 1812.942139
	Iteration 183Q: 3 clusters Score -665316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -665318.750000 Penalty: 1812.942139
	Iteration 184Q: 3 clusters Score -665318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -665321.187500 Penalty: 1812.942139
	Iteration 185Q: 3 clusters Score -665321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -665321.312500 Penalty: 1812.942139
	Iteration 186Q: 3 clusters Score -665321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -665321.312500 Penalty: 1812.942139
	Iteration 187F: 3 clusters Score -665321.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Entering Unmasked Estep 
Score: -370183.062500 Penalty: 842.859619
	Iteration 0F: 2 clusters Score -370183.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -365182.718750 Penalty: 1685.719238
	Iteration 0F: 3 clusters Score -365182.7 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -366934.000000 Penalty: 1685.719238
	Iteration 1F: 3 clusters Score -366934 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -367146.500000 Penalty: 1685.719238
	Iteration 2F: 3 clusters Score -367146.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -367356.218750 Penalty: 1685.719238
	Iteration 3F: 3 clusters Score -367356.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -367650.406250 Penalty: 1685.719238
	Iteration 4F: 3 clusters Score -367650.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -367950.531250 Penalty: 1685.719238
	Iteration 5F: 3 clusters Score -367950.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -368225.062500 Penalty: 1685.719238
	Iteration 6F: 3 clusters Score -368225.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -368417.500000 Penalty: 1685.719238
	Iteration 7F: 3 clusters Score -368417.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -368559.656250 Penalty: 1685.719238
	Iteration 8Q: 3 clusters Score -368559.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -368653.500000 Penalty: 1685.719238
	Iteration 9Q: 3 clusters Score -368653.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -368727.875000 Penalty: 1685.719238
	Iteration 10Q: 3 clusters Score -368727.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -368784.000000 Penalty: 1685.719238
	Iteration 11Q: 3 clusters Score -368784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -368818.718750 Penalty: 1685.719238
	Iteration 12Q: 3 clusters Score -368818.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -368848.781250 Penalty: 1685.719238
	Iteration 13Q: 3 clusters Score -368848.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -368869.093750 Penalty: 1685.719238
	Iteration 14Q: 3 clusters Score -368869.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -368888.062500 Penalty: 1685.719238
	Iteration 15Q: 3 clusters Score -368888.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -368903.062500 Penalty: 1685.719238
	Iteration 16Q: 3 clusters Score -368903.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -368911.843750 Penalty: 1685.719238
	Iteration 17Q: 3 clusters Score -368911.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -368921.968750 Penalty: 1685.719238
	Iteration 18Q: 3 clusters Score -368922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -368932.875000 Penalty: 1685.719238
	Iteration 19Q: 3 clusters Score -368932.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -368939.406250 Penalty: 1685.719238
	Iteration 20F: 3 clusters Score -368939.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -368947.437500 Penalty: 1685.719238
	Iteration 21Q: 3 clusters Score -368947.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -368953.156250 Penalty: 1685.719238
	Iteration 22Q: 3 clusters Score -368953.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -368958.531250 Penalty: 1685.719238
	Iteration 23Q: 3 clusters Score -368958.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -368965.062500 Penalty: 1685.719238
	Iteration 24Q: 3 clusters Score -368965.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -368972.437500 Penalty: 1685.719238
	Iteration 25Q: 3 clusters Score -368972.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -368982.625000 Penalty: 1685.719238
	Iteration 26Q: 3 clusters Score -368982.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -368989.281250 Penalty: 1685.719238
	Iteration 27Q: 3 clusters Score -368989.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -368999.218750 Penalty: 1685.719238
	Iteration 28Q: 3 clusters Score -368999.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -369011.875000 Penalty: 1685.719238
	Iteration 29Q: 3 clusters Score -369011.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -369025.656250 Penalty: 1685.719238
	Iteration 30Q: 3 clusters Score -369025.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -369039.750000 Penalty: 1685.719238
	Iteration 31Q: 3 clusters Score -369039.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -369054.562500 Penalty: 1685.719238
	Iteration 32Q: 3 clusters Score -369054.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -369071.406250 Penalty: 1685.719238
	Iteration 33Q: 3 clusters Score -369071.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -369093.125000 Penalty: 1685.719238
	Iteration 34Q: 3 clusters Score -369093.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -369110.718750 Penalty: 1685.719238
	Iteration 35Q: 3 clusters Score -369110.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -369129.968750 Penalty: 1685.719238
	Iteration 36Q: 3 clusters Score -369130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -369151.281250 Penalty: 1685.719238
	Iteration 37Q: 3 clusters Score -369151.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -369168.937500 Penalty: 1685.719238
	Iteration 38Q: 3 clusters Score -369168.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -369184.250000 Penalty: 1685.719238
	Iteration 39Q: 3 clusters Score -369184.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -369200.718750 Penalty: 1685.719238
	Iteration 40F: 3 clusters Score -369200.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -369219.062500 Penalty: 1685.719238
	Iteration 41Q: 3 clusters Score -369219.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -369238.406250 Penalty: 1685.719238
	Iteration 42Q: 3 clusters Score -369238.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -369257.218750 Penalty: 1685.719238
	Iteration 43Q: 3 clusters Score -369257.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -369279.125000 Penalty: 1685.719238
	Iteration 44Q: 3 clusters Score -369279.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -369302.468750 Penalty: 1685.719238
	Iteration 45Q: 3 clusters Score -369302.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -369328.937500 Penalty: 1685.719238
	Iteration 46Q: 3 clusters Score -369328.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -369363.812500 Penalty: 1685.719238
	Iteration 47Q: 3 clusters Score -369363.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -369406.281250 Penalty: 1685.719238
	Iteration 48Q: 3 clusters Score -369406.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -369448.062500 Penalty: 1685.719238
	Iteration 49Q: 3 clusters Score -369448.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -369504.718750 Penalty: 1685.719238
	Iteration 50Q: 3 clusters Score -369504.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -369575.968750 Penalty: 1685.719238
	Iteration 51Q: 3 clusters Score -369576 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -369645.968750 Penalty: 1685.719238
	Iteration 52Q: 3 clusters Score -369646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -369740.500000 Penalty: 1685.719238
	Iteration 53Q: 3 clusters Score -369740.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -369863.000000 Penalty: 1685.719238
	Iteration 54Q: 3 clusters Score -369863 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -369989.062500 Penalty: 1685.719238
	Iteration 55Q: 3 clusters Score -369989.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -370094.375000 Penalty: 1685.719238
	Iteration 56Q: 3 clusters Score -370094.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -370160.750000 Penalty: 1685.719238
	Iteration 57Q: 3 clusters Score -370160.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -370211.906250 Penalty: 1685.719238
	Iteration 58Q: 3 clusters Score -370211.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -370249.937500 Penalty: 1685.719238
	Iteration 59Q: 3 clusters Score -370249.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -370279.031250 Penalty: 1685.719238
	Iteration 60F: 3 clusters Score -370279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -370305.562500 Penalty: 1685.719238
	Iteration 61Q: 3 clusters Score -370305.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -370332.125000 Penalty: 1685.719238
	Iteration 62Q: 3 clusters Score -370332.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -370350.312500 Penalty: 1685.719238
	Iteration 63Q: 3 clusters Score -370350.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -370365.718750 Penalty: 1685.719238
	Iteration 64Q: 3 clusters Score -370365.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -370380.593750 Penalty: 1685.719238
	Iteration 65Q: 3 clusters Score -370380.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -370390.156250 Penalty: 1685.719238
	Iteration 66Q: 3 clusters Score -370390.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -370399.468750 Penalty: 1685.719238
	Iteration 67Q: 3 clusters Score -370399.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -370409.937500 Penalty: 1685.719238
	Iteration 68Q: 3 clusters Score -370409.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -370418.468750 Penalty: 1685.719238
	Iteration 69Q: 3 clusters Score -370418.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -370423.406250 Penalty: 1685.719238
	Iteration 70Q: 3 clusters Score -370423.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -370428.375000 Penalty: 1685.719238
	Iteration 71Q: 3 clusters Score -370428.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -370433.562500 Penalty: 1685.719238
	Iteration 72Q: 3 clusters Score -370433.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -370435.625000 Penalty: 1685.719238
	Iteration 73Q: 3 clusters Score -370435.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -370437.812500 Penalty: 1685.719238
	Iteration 74Q: 3 clusters Score -370437.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -370439.843750 Penalty: 1685.719238
	Iteration 75Q: 3 clusters Score -370439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -370441.875000 Penalty: 1685.719238
	Iteration 76Q: 3 clusters Score -370441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -370442.812500 Penalty: 1685.719238
	Iteration 77Q: 3 clusters Score -370442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -370443.812500 Penalty: 1685.719238
	Iteration 78Q: 3 clusters Score -370443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -370445.906250 Penalty: 1685.719238
	Iteration 79Q: 3 clusters Score -370445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -370446.468750 Penalty: 1685.719238
	Iteration 80F: 3 clusters Score -370446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -370447.500000 Penalty: 1685.719238
	Iteration 81Q: 3 clusters Score -370447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -370447.812500 Penalty: 1685.719238
	Iteration 82Q: 3 clusters Score -370447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -370448.343750 Penalty: 1685.719238
	Iteration 83Q: 3 clusters Score -370448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -370448.156250 Penalty: 1685.719238
	Iteration 84Q: 3 clusters Score -370448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -370450.218750 Penalty: 1685.719238
	Iteration 85Q: 3 clusters Score -370450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -370450.250000 Penalty: 1685.719238
	Iteration 86Q: 3 clusters Score -370450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -370450.250000 Penalty: 1685.719238
	Iteration 87F: 3 clusters Score -370450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3885 members 
Mstep: Class 6 contains 5440 members 
Mstep: Class 7 contains 32066 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 12920 members 
Mstep: Class 10 contains 82603 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 24028 members 
Mstep: Class 16 contains 13930 members 
Mstep: Class 17 contains 1098 members 
Mstep: Class 18 contains 24723 members 
Mstep: Class 19 contains 7939 members 
Mstep: Class 20 contains 134963 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 2980 members 
Mstep: Class 23 contains 14750 members 
Mstep: Class 24 contains 289178 members 
Mstep: Class 25 contains 6033 members 
Entering Unmasked Estep 
Score: -38622680.000000 Penalty: 32088.166016
Splitting cluster 17 changes total score from -38623032.000000 to -38622680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (24723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Entering Unmasked Estep 
Score: -1552451.000000 Penalty: 960.971436
	Iteration 0F: 2 clusters Score -1552451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1535809.875000 Penalty: 1921.942871
	Iteration 0F: 3 clusters Score -1535810 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1542410.500000 Penalty: 1921.942871
	Iteration 1F: 3 clusters Score -1542410 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1542835.625000 Penalty: 1921.942871
	Iteration 2Q: 3 clusters Score -1542836 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1543375.500000 Penalty: 1921.942871
	Iteration 3F: 3 clusters Score -1543376 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1544184.250000 Penalty: 1921.942871
	Iteration 4F: 3 clusters Score -1544184 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1545424.000000 Penalty: 1921.942871
	Iteration 5F: 3 clusters Score -1545424 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1547027.625000 Penalty: 1921.942871
	Iteration 6F: 3 clusters Score -1547028 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1548557.375000 Penalty: 1921.942871
	Iteration 7F: 3 clusters Score -1548557 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1549703.250000 Penalty: 1921.942871
	Iteration 8Q: 3 clusters Score -1549703 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1550526.125000 Penalty: 1921.942871
	Iteration 9Q: 3 clusters Score -1550526 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1550985.000000 Penalty: 1921.942871
	Iteration 10Q: 3 clusters Score -1550985 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1551222.125000 Penalty: 1921.942871
	Iteration 11Q: 3 clusters Score -1551222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1551368.625000 Penalty: 1921.942871
	Iteration 12Q: 3 clusters Score -1551369 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1551455.500000 Penalty: 1921.942871
	Iteration 13Q: 3 clusters Score -1551456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1551508.375000 Penalty: 1921.942871
	Iteration 14Q: 3 clusters Score -1551508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1551537.375000 Penalty: 1921.942871
	Iteration 15Q: 3 clusters Score -1551537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1551551.125000 Penalty: 1921.942871
	Iteration 16Q: 3 clusters Score -1551551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1551563.875000 Penalty: 1921.942871
	Iteration 17Q: 3 clusters Score -1551564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1551572.000000 Penalty: 1921.942871
	Iteration 18Q: 3 clusters Score -1551572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1551581.500000 Penalty: 1921.942871
	Iteration 19Q: 3 clusters Score -1551582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1551590.500000 Penalty: 1921.942871
	Iteration 20F: 3 clusters Score -1551590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1551595.625000 Penalty: 1921.942871
	Iteration 21Q: 3 clusters Score -1551596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1551601.250000 Penalty: 1921.942871
	Iteration 22Q: 3 clusters Score -1551601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1551603.125000 Penalty: 1921.942871
	Iteration 23Q: 3 clusters Score -1551603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1551604.000000 Penalty: 1921.942871
	Iteration 24Q: 3 clusters Score -1551604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1551604.500000 Penalty: 1921.942871
	Iteration 25Q: 3 clusters Score -1551604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1551604.500000 Penalty: 1921.942871
	Iteration 26F: 3 clusters Score -1551604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Entering Unmasked Estep 
Score: -368722.843750 Penalty: 853.056580
	Iteration 0F: 2 clusters Score -368722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -363234.968750 Penalty: 1706.113159
	Iteration 0F: 3 clusters Score -363235 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -365524.281250 Penalty: 1706.113159
	Iteration 1F: 3 clusters Score -365524.3 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -366044.687500 Penalty: 1706.113159
	Iteration 2F: 3 clusters Score -366044.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -366468.656250 Penalty: 1706.113159
	Iteration 3F: 3 clusters Score -366468.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -366820.843750 Penalty: 1706.113159
	Iteration 4F: 3 clusters Score -366820.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -367087.062500 Penalty: 1706.113159
	Iteration 5F: 3 clusters Score -367087.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -367321.843750 Penalty: 1706.113159
	Iteration 6Q: 3 clusters Score -367321.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -367532.906250 Penalty: 1706.113159
	Iteration 7Q: 3 clusters Score -367532.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -367710.937500 Penalty: 1706.113159
	Iteration 8Q: 3 clusters Score -367710.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -367858.937500 Penalty: 1706.113159
	Iteration 9Q: 3 clusters Score -367858.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -367977.812500 Penalty: 1706.113159
	Iteration 10Q: 3 clusters Score -367977.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -368066.156250 Penalty: 1706.113159
	Iteration 11Q: 3 clusters Score -368066.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -368133.281250 Penalty: 1706.113159
	Iteration 12Q: 3 clusters Score -368133.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -368193.500000 Penalty: 1706.113159
	Iteration 13Q: 3 clusters Score -368193.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -368235.250000 Penalty: 1706.113159
	Iteration 14Q: 3 clusters Score -368235.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -368259.125000 Penalty: 1706.113159
	Iteration 15Q: 3 clusters Score -368259.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -368270.218750 Penalty: 1706.113159
	Iteration 16Q: 3 clusters Score -368270.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -368281.000000 Penalty: 1706.113159
	Iteration 17Q: 3 clusters Score -368281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -368290.250000 Penalty: 1706.113159
	Iteration 18Q: 3 clusters Score -368290.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -368300.875000 Penalty: 1706.113159
	Iteration 19Q: 3 clusters Score -368300.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -368315.031250 Penalty: 1706.113159
	Iteration 20F: 3 clusters Score -368315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -368322.843750 Penalty: 1706.113159
	Iteration 21Q: 3 clusters Score -368322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -368327.500000 Penalty: 1706.113159
	Iteration 22Q: 3 clusters Score -368327.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -368329.625000 Penalty: 1706.113159
	Iteration 23Q: 3 clusters Score -368329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -368330.093750 Penalty: 1706.113159
	Iteration 24Q: 3 clusters Score -368330.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -368330.093750 Penalty: 1706.113159
	Iteration 25F: 3 clusters Score -368330.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (134963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134963 members 
Entering Unmasked Estep 
Score: -7348988.500000 Penalty: 1122.211792
	Iteration 0F: 2 clusters Score -7348988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -7257916.000000 Penalty: 2244.423584
	Iteration 0F: 3 clusters Score -7257916 nChanged 65695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -7297552.500000 Penalty: 2244.423584
	Iteration 1F: 3 clusters Score -7297552 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -7299636.000000 Penalty: 2244.423584
	Iteration 2Q: 3 clusters Score -7299636 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -7303123.000000 Penalty: 2244.423584
	Iteration 3F: 3 clusters Score -7303123 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -7309259.500000 Penalty: 2244.423584
	Iteration 4F: 3 clusters Score -7309260 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -7318470.000000 Penalty: 2244.423584
	Iteration 5F: 3 clusters Score -7318470 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 114320 members 
Entering Unmasked Estep 
Score: -7329372.500000 Penalty: 2244.423584
	Iteration 6F: 3 clusters Score -7329372 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 123165 members 
Entering Unmasked Estep 
Score: -7338202.500000 Penalty: 2244.423584
	Iteration 7F: 3 clusters Score -7338202 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -7343234.000000 Penalty: 2244.423584
	Iteration 8Q: 3 clusters Score -7343234 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -7345780.000000 Penalty: 2244.423584
	Iteration 9Q: 3 clusters Score -7345780 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -7347021.500000 Penalty: 2244.423584
	Iteration 10Q: 3 clusters Score -7347022 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -7347546.000000 Penalty: 2244.423584
	Iteration 11Q: 3 clusters Score -7347546 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 133231 members 
Entering Unmasked Estep 
Score: -7347819.000000 Penalty: 2244.423584
	Iteration 12Q: 3 clusters Score -7347819 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 133462 members 
Entering Unmasked Estep 
Score: -7347949.500000 Penalty: 2244.423584
	Iteration 13Q: 3 clusters Score -7347950 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 133632 members 
Entering Unmasked Estep 
Score: -7348034.500000 Penalty: 2244.423584
	Iteration 14Q: 3 clusters Score -7348034 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 133743 members 
Entering Unmasked Estep 
Score: -7348106.000000 Penalty: 2244.423584
	Iteration 15Q: 3 clusters Score -7348106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 133833 members 
Entering Unmasked Estep 
Score: -7348132.000000 Penalty: 2244.423584
	Iteration 16Q: 3 clusters Score -7348132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 133909 members 
Entering Unmasked Estep 
Score: -7348148.000000 Penalty: 2244.423584
	Iteration 17Q: 3 clusters Score -7348148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 133972 members 
Entering Unmasked Estep 
Score: -7348177.000000 Penalty: 2244.423584
	Iteration 18Q: 3 clusters Score -7348177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 134019 members 
Entering Unmasked Estep 
Score: -7348216.500000 Penalty: 2244.423584
	Iteration 19Q: 3 clusters Score -7348216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -7348266.000000 Penalty: 2244.423584
	Iteration 20F: 3 clusters Score -7348266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 134100 members 
Entering Unmasked Estep 
Score: -7348271.000000 Penalty: 2244.423584
	Iteration 21Q: 3 clusters Score -7348271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 134136 members 
Entering Unmasked Estep 
Score: -7348300.500000 Penalty: 2244.423584
	Iteration 22Q: 3 clusters Score -7348300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -7348324.500000 Penalty: 2244.423584
	Iteration 23Q: 3 clusters Score -7348324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 134169 members 
Entering Unmasked Estep 
Score: -7348342.500000 Penalty: 2244.423584
	Iteration 24Q: 3 clusters Score -7348342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 134175 members 
Entering Unmasked Estep 
Score: -7348363.500000 Penalty: 2244.423584
	Iteration 25Q: 3 clusters Score -7348364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 134173 members 
Entering Unmasked Estep 
Score: -7348376.500000 Penalty: 2244.423584
	Iteration 26Q: 3 clusters Score -7348376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 134171 members 
Entering Unmasked Estep 
Score: -7348380.000000 Penalty: 2244.423584
	Iteration 27Q: 3 clusters Score -7348380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 134173 members 
Entering Unmasked Estep 
Score: -7348378.500000 Penalty: 2244.423584
	Iteration 28Q: 3 clusters Score -7348378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 134173 members 
Entering Unmasked Estep 
Score: -7348392.500000 Penalty: 2244.423584
	Iteration 29Q: 3 clusters Score -7348392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 134172 members 
Entering Unmasked Estep 
Score: -7348399.000000 Penalty: 2244.423584
	Iteration 30Q: 3 clusters Score -7348399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 134175 members 
Entering Unmasked Estep 
Score: -7348399.000000 Penalty: 2244.423584
	Iteration 31Q: 3 clusters Score -7348399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 134171 members 
Entering Unmasked Estep 
Score: -7348411.000000 Penalty: 2244.423584
	Iteration 32Q: 3 clusters Score -7348411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 134163 members 
Entering Unmasked Estep 
Score: -7348403.000000 Penalty: 2244.423584
	Iteration 33Q: 3 clusters Score -7348403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -7348400.000000 Penalty: 2244.423584
	Iteration 34Q: 3 clusters Score -7348400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -7348403.500000 Penalty: 2244.423584
	Iteration 35Q: 3 clusters Score -7348404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -7348405.500000 Penalty: 2244.423584
	Iteration 36Q: 3 clusters Score -7348406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -7348405.500000 Penalty: 2244.423584
	Iteration 37F: 3 clusters Score -7348406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -139354.453125 Penalty: 748.388733
	Iteration 0F: 2 clusters Score -139354.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -137250.468750 Penalty: 1496.777466
	Iteration 0F: 3 clusters Score -137250.5 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -137910.156250 Penalty: 1496.777466
	Iteration 1F: 3 clusters Score -137910.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -138076.250000 Penalty: 1496.777466
	Iteration 2F: 3 clusters Score -138076.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -138234.250000 Penalty: 1496.777466
	Iteration 3F: 3 clusters Score -138234.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -138379.453125 Penalty: 1496.777466
	Iteration 4F: 3 clusters Score -138379.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -138526.625000 Penalty: 1496.777466
	Iteration 5F: 3 clusters Score -138526.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -138626.203125 Penalty: 1496.777466
	Iteration 6Q: 3 clusters Score -138626.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -138672.781250 Penalty: 1496.777466
	Iteration 7Q: 3 clusters Score -138672.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -138703.843750 Penalty: 1496.777466
	Iteration 8Q: 3 clusters Score -138703.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -138723.593750 Penalty: 1496.777466
	Iteration 9Q: 3 clusters Score -138723.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -138734.390625 Penalty: 1496.777466
	Iteration 10Q: 3 clusters Score -138734.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -138744.781250 Penalty: 1496.777466
	Iteration 11Q: 3 clusters Score -138744.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -138753.359375 Penalty: 1496.777466
	Iteration 12Q: 3 clusters Score -138753.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -138761.968750 Penalty: 1496.777466
	Iteration 13Q: 3 clusters Score -138762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -138765.062500 Penalty: 1496.777466
	Iteration 14Q: 3 clusters Score -138765.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -138768.921875 Penalty: 1496.777466
	Iteration 15Q: 3 clusters Score -138768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -138772.453125 Penalty: 1496.777466
	Iteration 16Q: 3 clusters Score -138772.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -138775.765625 Penalty: 1496.777466
	Iteration 17Q: 3 clusters Score -138775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -138777.734375 Penalty: 1496.777466
	Iteration 18Q: 3 clusters Score -138777.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -138778.906250 Penalty: 1496.777466
	Iteration 19Q: 3 clusters Score -138778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -138780.281250 Penalty: 1496.777466
	Iteration 20F: 3 clusters Score -138780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -138780.609375 Penalty: 1496.777466
	Iteration 21Q: 3 clusters Score -138780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -138781.531250 Penalty: 1496.777466
	Iteration 22Q: 3 clusters Score -138781.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -138782.109375 Penalty: 1496.777466
	Iteration 23Q: 3 clusters Score -138782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -138782.531250 Penalty: 1496.777466
	Iteration 24Q: 3 clusters Score -138782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -138783.250000 Penalty: 1496.777466
	Iteration 25Q: 3 clusters Score -138783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -138783.390625 Penalty: 1496.777466
	Iteration 26Q: 3 clusters Score -138783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -138783.390625 Penalty: 1496.777466
	Iteration 27F: 3 clusters Score -138783.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -161987.546875 Penalty: 759.969482
	Iteration 0F: 2 clusters Score -161987.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -159706.906250 Penalty: 1519.938965
	Iteration 0F: 3 clusters Score -159706.9 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -160415.000000 Penalty: 1519.938965
	Iteration 1F: 3 clusters Score -160415 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -160529.656250 Penalty: 1519.938965
	Iteration 2F: 3 clusters Score -160529.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -160613.437500 Penalty: 1519.938965
	Iteration 3F: 3 clusters Score -160613.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -160683.953125 Penalty: 1519.938965
	Iteration 4Q: 3 clusters Score -160684 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -160754.625000 Penalty: 1519.938965
	Iteration 5Q: 3 clusters Score -160754.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -160833.343750 Penalty: 1519.938965
	Iteration 6Q: 3 clusters Score -160833.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -160915.671875 Penalty: 1519.938965
	Iteration 7Q: 3 clusters Score -160915.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -161027.500000 Penalty: 1519.938965
	Iteration 8Q: 3 clusters Score -161027.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -161104.031250 Penalty: 1519.938965
	Iteration 9Q: 3 clusters Score -161104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -161155.187500 Penalty: 1519.938965
	Iteration 10Q: 3 clusters Score -161155.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161196.703125 Penalty: 1519.938965
	Iteration 11Q: 3 clusters Score -161196.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161232.203125 Penalty: 1519.938965
	Iteration 12Q: 3 clusters Score -161232.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -161255.484375 Penalty: 1519.938965
	Iteration 13Q: 3 clusters Score -161255.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -161283.328125 Penalty: 1519.938965
	Iteration 14Q: 3 clusters Score -161283.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -161308.734375 Penalty: 1519.938965
	Iteration 15Q: 3 clusters Score -161308.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161339.171875 Penalty: 1519.938965
	Iteration 16Q: 3 clusters Score -161339.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -161369.796875 Penalty: 1519.938965
	Iteration 17Q: 3 clusters Score -161369.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -161390.296875 Penalty: 1519.938965
	Iteration 18Q: 3 clusters Score -161390.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -161405.625000 Penalty: 1519.938965
	Iteration 19Q: 3 clusters Score -161405.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -161422.031250 Penalty: 1519.938965
	Iteration 20F: 3 clusters Score -161422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -161436.921875 Penalty: 1519.938965
	Iteration 21Q: 3 clusters Score -161436.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161445.328125 Penalty: 1519.938965
	Iteration 22Q: 3 clusters Score -161445.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -161455.156250 Penalty: 1519.938965
	Iteration 23Q: 3 clusters Score -161455.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161466.781250 Penalty: 1519.938965
	Iteration 24Q: 3 clusters Score -161466.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -161478.843750 Penalty: 1519.938965
	Iteration 25Q: 3 clusters Score -161478.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -161489.468750 Penalty: 1519.938965
	Iteration 26Q: 3 clusters Score -161489.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -161496.062500 Penalty: 1519.938965
	Iteration 27Q: 3 clusters Score -161496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161498.234375 Penalty: 1519.938965
	Iteration 28Q: 3 clusters Score -161498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -161500.234375 Penalty: 1519.938965
	Iteration 29Q: 3 clusters Score -161500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -161500.734375 Penalty: 1519.938965
	Iteration 30Q: 3 clusters Score -161500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -161500.906250 Penalty: 1519.938965
	Iteration 31Q: 3 clusters Score -161500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -161501.937500 Penalty: 1519.938965
	Iteration 32Q: 3 clusters Score -161501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -161503.859375 Penalty: 1519.938965
	Iteration 33Q: 3 clusters Score -161503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161504.375000 Penalty: 1519.938965
	Iteration 34Q: 3 clusters Score -161504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -161504.765625 Penalty: 1519.938965
	Iteration 35Q: 3 clusters Score -161504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -161504.765625 Penalty: 1519.938965
	Iteration 36F: 3 clusters Score -161504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Entering Unmasked Estep 
Score: -857969.750000 Penalty: 911.904846
	Iteration 0F: 2 clusters Score -857969.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -848138.062500 Penalty: 1823.809692
	Iteration 0F: 3 clusters Score -848138.1 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -851902.062500 Penalty: 1823.809692
	Iteration 1F: 3 clusters Score -851902.1 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -852185.812500 Penalty: 1823.809692
	Iteration 2F: 3 clusters Score -852185.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -852485.937500 Penalty: 1823.809692
	Iteration 3F: 3 clusters Score -852485.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -852817.312500 Penalty: 1823.809692
	Iteration 4Q: 3 clusters Score -852817.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -853200.250000 Penalty: 1823.809692
	Iteration 5Q: 3 clusters Score -853200.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -853672.437500 Penalty: 1823.809692
	Iteration 6F: 3 clusters Score -853672.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -854269.250000 Penalty: 1823.809692
	Iteration 7F: 3 clusters Score -854269.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -854987.875000 Penalty: 1823.809692
	Iteration 8F: 3 clusters Score -854987.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -855754.562500 Penalty: 1823.809692
	Iteration 9F: 3 clusters Score -855754.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -856379.250000 Penalty: 1823.809692
	Iteration 10Q: 3 clusters Score -856379.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -856807.000000 Penalty: 1823.809692
	Iteration 11Q: 3 clusters Score -856807 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -857109.062500 Penalty: 1823.809692
	Iteration 12Q: 3 clusters Score -857109.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -857297.937500 Penalty: 1823.809692
	Iteration 13Q: 3 clusters Score -857297.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -857403.375000 Penalty: 1823.809692
	Iteration 14Q: 3 clusters Score -857403.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -857457.812500 Penalty: 1823.809692
	Iteration 15Q: 3 clusters Score -857457.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -857494.250000 Penalty: 1823.809692
	Iteration 16Q: 3 clusters Score -857494.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -857509.250000 Penalty: 1823.809692
	Iteration 17Q: 3 clusters Score -857509.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -857530.125000 Penalty: 1823.809692
	Iteration 18Q: 3 clusters Score -857530.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -857541.000000 Penalty: 1823.809692
	Iteration 19Q: 3 clusters Score -857541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -857550.187500 Penalty: 1823.809692
	Iteration 20F: 3 clusters Score -857550.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -857555.750000 Penalty: 1823.809692
	Iteration 21Q: 3 clusters Score -857555.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -857562.875000 Penalty: 1823.809692
	Iteration 22Q: 3 clusters Score -857562.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -857567.875000 Penalty: 1823.809692
	Iteration 23Q: 3 clusters Score -857567.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -857572.187500 Penalty: 1823.809692
	Iteration 24Q: 3 clusters Score -857572.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -857577.312500 Penalty: 1823.809692
	Iteration 25Q: 3 clusters Score -857577.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -857580.437500 Penalty: 1823.809692
	Iteration 26Q: 3 clusters Score -857580.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -857582.312500 Penalty: 1823.809692
	Iteration 27Q: 3 clusters Score -857582.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -857582.500000 Penalty: 1823.809692
	Iteration 28Q: 3 clusters Score -857582.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -857584.500000 Penalty: 1823.809692
	Iteration 29Q: 3 clusters Score -857584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -857584.875000 Penalty: 1823.809692
	Iteration 30Q: 3 clusters Score -857584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -857585.187500 Penalty: 1823.809692
	Iteration 31Q: 3 clusters Score -857585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -857587.312500 Penalty: 1823.809692
	Iteration 32Q: 3 clusters Score -857587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -857586.937500 Penalty: 1823.809692
	Iteration 33Q: 3 clusters Score -857586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -857587.000000 Penalty: 1823.809692
	Iteration 34Q: 3 clusters Score -857587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -857587.125000 Penalty: 1823.809692
	Iteration 35Q: 3 clusters Score -857587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -857587.437500 Penalty: 1823.809692
	Iteration 36Q: 3 clusters Score -857587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -857587.875000 Penalty: 1823.809692
	Iteration 37Q: 3 clusters Score -857587.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -857589.250000 Penalty: 1823.809692
	Iteration 38Q: 3 clusters Score -857589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -857589.125000 Penalty: 1823.809692
	Iteration 39Q: 3 clusters Score -857589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -857588.812500 Penalty: 1823.809692
	Iteration 40F: 3 clusters Score -857588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -857588.437500 Penalty: 1823.809692
	Iteration 41Q: 3 clusters Score -857588.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -857588.437500 Penalty: 1823.809692
	Iteration 42F: 3 clusters Score -857588.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (289178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289178 members 
Entering Unmasked Estep 
Score: -15860190.000000 Penalty: 1194.605835
	Iteration 0F: 2 clusters Score -1.586019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 144937 members 
Entering Unmasked Estep 
Score: -15668453.000000 Penalty: 2389.211670
	Iteration 0F: 3 clusters Score -1.566845e+07 nChanged 141719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126662 members 
Mstep: Class 2 contains 162516 members 
Entering Unmasked Estep 
Score: -15755504.000000 Penalty: 2389.211670
	Iteration 1F: 3 clusters Score -1.57555e+07 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115193 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -15762318.000000 Penalty: 2389.211670
	Iteration 2F: 3 clusters Score -1.576232e+07 nChanged 20080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 190975 members 
Entering Unmasked Estep 
Score: -15774414.000000 Penalty: 2389.211670
	Iteration 3F: 3 clusters Score -1.577441e+07 nChanged 24514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 212845 members 
Entering Unmasked Estep 
Score: -15792424.000000 Penalty: 2389.211670
	Iteration 4F: 3 clusters Score -1.579242e+07 nChanged 24883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 236028 members 
Entering Unmasked Estep 
Score: -15812449.000000 Penalty: 2389.211670
	Iteration 5F: 3 clusters Score -1.581245e+07 nChanged 20527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 256035 members 
Entering Unmasked Estep 
Score: -15830001.000000 Penalty: 2389.211670
	Iteration 6F: 3 clusters Score -1.583e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 270197 members 
Entering Unmasked Estep 
Score: -15842031.000000 Penalty: 2389.211670
	Iteration 7Q: 3 clusters Score -1.584203e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 279197 members 
Entering Unmasked Estep 
Score: -15850122.000000 Penalty: 2389.211670
	Iteration 8Q: 3 clusters Score -1.585012e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 284483 members 
Entering Unmasked Estep 
Score: -15855224.000000 Penalty: 2389.211670
	Iteration 9Q: 3 clusters Score -1.585522e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 287123 members 
Entering Unmasked Estep 
Score: -15857688.000000 Penalty: 2389.211670
	Iteration 10Q: 3 clusters Score -1.585769e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 288168 members 
Entering Unmasked Estep 
Score: -15858652.000000 Penalty: 2389.211670
	Iteration 11Q: 3 clusters Score -1.585865e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 288552 members 
Entering Unmasked Estep 
Score: -15859039.000000 Penalty: 2389.211670
	Iteration 12Q: 3 clusters Score -1.585904e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 288685 members 
Entering Unmasked Estep 
Score: -15859178.000000 Penalty: 2389.211670
	Iteration 13Q: 3 clusters Score -1.585918e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 288737 members 
Entering Unmasked Estep 
Score: -15859233.000000 Penalty: 2389.211670
	Iteration 14Q: 3 clusters Score -1.585923e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 288754 members 
Entering Unmasked Estep 
Score: -15859287.000000 Penalty: 2389.211670
	Iteration 15Q: 3 clusters Score -1.585929e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 288751 members 
Entering Unmasked Estep 
Score: -15859316.000000 Penalty: 2389.211670
	Iteration 16Q: 3 clusters Score -1.585932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 288756 members 
Entering Unmasked Estep 
Score: -15859334.000000 Penalty: 2389.211670
	Iteration 17Q: 3 clusters Score -1.585933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 288758 members 
Entering Unmasked Estep 
Score: -15859342.000000 Penalty: 2389.211670
	Iteration 18Q: 3 clusters Score -1.585934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 288762 members 
Entering Unmasked Estep 
Score: -15859346.000000 Penalty: 2389.211670
	Iteration 19Q: 3 clusters Score -1.585935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 288760 members 
Entering Unmasked Estep 
Score: -15859346.000000 Penalty: 2389.211670
	Iteration 20F: 3 clusters Score -1.585935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 288755 members 
Entering Unmasked Estep 
Score: -15859354.000000 Penalty: 2389.211670
	Iteration 21Q: 3 clusters Score -1.585935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 288754 members 
Entering Unmasked Estep 
Score: -15859353.000000 Penalty: 2389.211670
	Iteration 22Q: 3 clusters Score -1.585935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 288750 members 
Entering Unmasked Estep 
Score: -15859363.000000 Penalty: 2389.211670
	Iteration 23Q: 3 clusters Score -1.585936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 288749 members 
Entering Unmasked Estep 
Score: -15859367.000000 Penalty: 2389.211670
	Iteration 24Q: 3 clusters Score -1.585937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 288747 members 
Entering Unmasked Estep 
Score: -15859380.000000 Penalty: 2389.211670
	Iteration 25Q: 3 clusters Score -1.585938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 288746 members 
Entering Unmasked Estep 
Score: -15859378.000000 Penalty: 2389.211670
	Iteration 26Q: 3 clusters Score -1.585938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 288741 members 
Entering Unmasked Estep 
Score: -15859385.000000 Penalty: 2389.211670
	Iteration 27Q: 3 clusters Score -1.585938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 288739 members 
Entering Unmasked Estep 
Score: -15859382.000000 Penalty: 2389.211670
	Iteration 28Q: 3 clusters Score -1.585938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 288735 members 
Entering Unmasked Estep 
Score: -15859394.000000 Penalty: 2389.211670
	Iteration 29Q: 3 clusters Score -1.585939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 288738 members 
Entering Unmasked Estep 
Score: -15859394.000000 Penalty: 2389.211670
	Iteration 30Q: 3 clusters Score -1.585939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 288737 members 
Entering Unmasked Estep 
Score: -15859396.000000 Penalty: 2389.211670
	Iteration 31Q: 3 clusters Score -1.58594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 288740 members 
Entering Unmasked Estep 
Score: -15859397.000000 Penalty: 2389.211670
	Iteration 32Q: 3 clusters Score -1.58594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 288741 members 
Entering Unmasked Estep 
Score: -15859398.000000 Penalty: 2389.211670
	Iteration 33Q: 3 clusters Score -1.58594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 288741 members 
Entering Unmasked Estep 
Score: -15859398.000000 Penalty: 2389.211670
	Iteration 34F: 3 clusters Score -1.58594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 30292 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3885 members 
Mstep: Class 6 contains 5440 members 
Mstep: Class 7 contains 32066 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 12920 members 
Mstep: Class 10 contains 82603 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 24028 members 
Mstep: Class 16 contains 13930 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 18 contains 24723 members 
Mstep: Class 19 contains 7939 members 
Mstep: Class 20 contains 134963 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 2980 members 
Mstep: Class 23 contains 14750 members 
Mstep: Class 24 contains 289178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622948.000000 Penalty: 30804.640625
Iteration 119Q: 25 clusters Score -3.862295e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 30149 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 5452 members 
Mstep: Class 7 contains 32064 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 82595 members 
Mstep: Class 11 contains 3243 members 
Mstep: Class 12 contains 14685 members 
Mstep: Class 13 contains 2190 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 24025 members 
Mstep: Class 16 contains 13911 members 
Mstep: Class 17 contains 7140 members 
Mstep: Class 18 contains 24909 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 134962 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 14541 members 
Mstep: Class 24 contains 289309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622976.000000 Penalty: 30804.640625
Iteration 120F: 25 clusters Score -3.862298e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 30026 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 32063 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82589 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 14682 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 24019 members 
Mstep: Class 16 contains 13895 members 
Mstep: Class 17 contains 7144 members 
Mstep: Class 18 contains 25082 members 
Mstep: Class 19 contains 7940 members 
Mstep: Class 20 contains 134955 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 14335 members 
Mstep: Class 24 contains 289426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623092.000000 Penalty: 30804.640625
Iteration 121Q: 25 clusters Score -3.862309e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 29904 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3900 members 
Mstep: Class 6 contains 5489 members 
Mstep: Class 7 contains 32060 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 12910 members 
Mstep: Class 10 contains 82582 members 
Mstep: Class 11 contains 3243 members 
Mstep: Class 12 contains 14677 members 
Mstep: Class 13 contains 2185 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 24016 members 
Mstep: Class 16 contains 13889 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 25255 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 134952 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 2972 members 
Mstep: Class 23 contains 14117 members 
Mstep: Class 24 contains 289541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623048.000000 Penalty: 30804.640625
Iteration 122Q: 25 clusters Score -3.862305e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 29799 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3904 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 32058 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 12910 members 
Mstep: Class 10 contains 82574 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 12 contains 14676 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 24015 members 
Mstep: Class 16 contains 13888 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 25431 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 134936 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 2972 members 
Mstep: Class 23 contains 13927 members 
Mstep: Class 24 contains 289614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623080.000000 Penalty: 30804.640625
Iteration 123Q: 25 clusters Score -3.862308e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 29697 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 32057 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 12909 members 
Mstep: Class 10 contains 82567 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 14676 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 24016 members 
Mstep: Class 16 contains 13883 members 
Mstep: Class 17 contains 7160 members 
Mstep: Class 18 contains 25598 members 
Mstep: Class 19 contains 7937 members 
Mstep: Class 20 contains 134932 members 
Mstep: Class 21 contains 2640 members 
Mstep: Class 22 contains 2972 members 
Mstep: Class 23 contains 13743 members 
Mstep: Class 24 contains 289686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623100.000000 Penalty: 30804.640625
Iteration 124Q: 25 clusters Score -3.86231e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 29587 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3911 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 32057 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12910 members 
Mstep: Class 10 contains 82562 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 14675 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 24017 members 
Mstep: Class 16 contains 13875 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 25771 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 134922 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 13577 members 
Mstep: Class 24 contains 289764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623056.000000 Penalty: 30804.640625
Iteration 125Q: 25 clusters Score -3.862306e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 29479 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 5516 members 
Mstep: Class 7 contains 32054 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 82553 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 24019 members 
Mstep: Class 16 contains 13866 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 25931 members 
Mstep: Class 19 contains 7940 members 
Mstep: Class 20 contains 134919 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 13420 members 
Mstep: Class 24 contains 289821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623056.000000 Penalty: 30804.640625
Iteration 126Q: 25 clusters Score -3.862306e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 29379 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 3925 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 32052 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12911 members 
Mstep: Class 10 contains 82547 members 
Mstep: Class 11 contains 3246 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 24021 members 
Mstep: Class 16 contains 13856 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 26063 members 
Mstep: Class 19 contains 7940 members 
Mstep: Class 20 contains 134918 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 13256 members 
Mstep: Class 24 contains 289910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623156.000000 Penalty: 30804.640625
Iteration 127Q: 25 clusters Score -3.862316e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 29271 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 3937 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 32049 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 82543 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 24022 members 
Mstep: Class 16 contains 13850 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 26203 members 
Mstep: Class 19 contains 7940 members 
Mstep: Class 20 contains 134920 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 13093 members 
Mstep: Class 24 contains 289971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623132.000000 Penalty: 30804.640625
Iteration 128Q: 25 clusters Score -3.862313e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 29153 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 32049 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 82547 members 
Mstep: Class 11 contains 3243 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2182 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 24022 members 
Mstep: Class 16 contains 13843 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 26320 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 134921 members 
Mstep: Class 21 contains 2642 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 12945 members 
Mstep: Class 24 contains 290058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623000.000000 Penalty: 30804.640625
Iteration 129Q: 25 clusters Score -3.8623e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 29052 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 32049 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 82548 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 24024 members 
Mstep: Class 16 contains 13839 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 26429 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 134924 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 290156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623024.000000 Penalty: 30804.640625
Iteration 130Q: 25 clusters Score -3.862302e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 28961 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 32044 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 82545 members 
Mstep: Class 11 contains 3237 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2180 members 
Mstep: Class 14 contains 4868 members 
Mstep: Class 15 contains 24028 members 
Mstep: Class 16 contains 13830 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 26523 members 
Mstep: Class 19 contains 7941 members 
Mstep: Class 20 contains 134930 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 12607 members 
Mstep: Class 24 contains 290265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623056.000000 Penalty: 30804.640625
Iteration 131Q: 25 clusters Score -3.862306e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 28878 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 32042 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 12911 members 
Mstep: Class 10 contains 82542 members 
Mstep: Class 11 contains 3230 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 24030 members 
Mstep: Class 16 contains 13822 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 26606 members 
Mstep: Class 19 contains 7940 members 
Mstep: Class 20 contains 134937 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 12425 members 
Mstep: Class 24 contains 290385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623056.000000 Penalty: 30804.640625
Iteration 132Q: 25 clusters Score -3.862306e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 28795 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 32042 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 12910 members 
Mstep: Class 10 contains 82542 members 
Mstep: Class 11 contains 3230 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4868 members 
Mstep: Class 15 contains 24035 members 
Mstep: Class 16 contains 13825 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 26702 members 
Mstep: Class 19 contains 7934 members 
Mstep: Class 20 contains 134941 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 12266 members 
Mstep: Class 24 contains 290453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623068.000000 Penalty: 30804.640625
Iteration 133Q: 25 clusters Score -3.862307e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 28716 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 82544 members 
Mstep: Class 11 contains 3234 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4868 members 
Mstep: Class 15 contains 24038 members 
Mstep: Class 16 contains 13822 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 26798 members 
Mstep: Class 19 contains 7931 members 
Mstep: Class 20 contains 134945 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 12105 members 
Mstep: Class 24 contains 290515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623172.000000 Penalty: 30804.640625
Iteration 134Q: 25 clusters Score -3.862317e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 28638 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 32038 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 12913 members 
Mstep: Class 10 contains 82537 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4867 members 
Mstep: Class 15 contains 24041 members 
Mstep: Class 16 contains 13818 members 
Mstep: Class 17 contains 7188 members 
Mstep: Class 18 contains 26891 members 
Mstep: Class 19 contains 7934 members 
Mstep: Class 20 contains 134953 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 11949 members 
Mstep: Class 24 contains 290582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623160.000000 Penalty: 30804.640625
Iteration 135Q: 25 clusters Score -3.862316e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 28574 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82531 members 
Mstep: Class 11 contains 3243 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 24046 members 
Mstep: Class 16 contains 13813 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 26995 members 
Mstep: Class 19 contains 7937 members 
Mstep: Class 20 contains 134968 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 11785 members 
Mstep: Class 24 contains 290636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623160.000000 Penalty: 30804.640625
Iteration 136Q: 25 clusters Score -3.862316e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 28495 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 5538 members 
Mstep: Class 7 contains 32038 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82529 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4867 members 
Mstep: Class 15 contains 24048 members 
Mstep: Class 16 contains 13805 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 27089 members 
Mstep: Class 19 contains 7940 members 
Mstep: Class 20 contains 134988 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2968 members 
Mstep: Class 23 contains 11618 members 
Mstep: Class 24 contains 290718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623156.000000 Penalty: 30804.640625
Iteration 137Q: 25 clusters Score -3.862316e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 32037 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82521 members 
Mstep: Class 11 contains 3243 members 
Mstep: Class 12 contains 14672 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 24053 members 
Mstep: Class 16 contains 13801 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 27185 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 135000 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11449 members 
Mstep: Class 24 contains 290795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623236.000000 Penalty: 30804.640625
Iteration 138Q: 25 clusters Score -3.862324e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4758 members 
Mstep: Class 3 contains 28349 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 32037 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82517 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 14672 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 24051 members 
Mstep: Class 16 contains 13800 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 27287 members 
Mstep: Class 19 contains 7944 members 
Mstep: Class 20 contains 135013 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 11288 members 
Mstep: Class 24 contains 290859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623268.000000 Penalty: 30804.640625
Iteration 139Q: 25 clusters Score -3.862327e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4757 members 
Mstep: Class 3 contains 28261 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4025 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 32037 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82514 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 14672 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 24048 members 
Mstep: Class 16 contains 13791 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 27409 members 
Mstep: Class 19 contains 7950 members 
Mstep: Class 20 contains 135029 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 11121 members 
Mstep: Class 24 contains 290910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623308.000000 Penalty: 30804.640625
Iteration 140F: 25 clusters Score -3.862331e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4754 members 
Mstep: Class 3 contains 28165 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4026 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 7 contains 32037 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82509 members 
Mstep: Class 11 contains 3243 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 24047 members 
Mstep: Class 16 contains 13784 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 27511 members 
Mstep: Class 19 contains 7956 members 
Mstep: Class 20 contains 135036 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 10959 members 
Mstep: Class 24 contains 291006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623344.000000 Penalty: 30804.640625
Iteration 141Q: 25 clusters Score -3.862334e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 4754 members 
Mstep: Class 3 contains 28071 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4028 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 32037 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82508 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 24044 members 
Mstep: Class 16 contains 13782 members 
Mstep: Class 17 contains 7202 members 
Mstep: Class 18 contains 27618 members 
Mstep: Class 19 contains 7959 members 
Mstep: Class 20 contains 135047 members 
Mstep: Class 21 contains 2649 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 10805 members 
Mstep: Class 24 contains 291081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623432.000000 Penalty: 30804.640625
Iteration 142Q: 25 clusters Score -3.862343e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 4754 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4030 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 32035 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82509 members 
Mstep: Class 11 contains 3247 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 24041 members 
Mstep: Class 16 contains 13779 members 
Mstep: Class 17 contains 7202 members 
Mstep: Class 18 contains 27708 members 
Mstep: Class 19 contains 7962 members 
Mstep: Class 20 contains 135067 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 10641 members 
Mstep: Class 24 contains 291199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623420.000000 Penalty: 30804.640625
Iteration 143Q: 25 clusters Score -3.862342e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 27849 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 32035 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 82509 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 24042 members 
Mstep: Class 16 contains 13772 members 
Mstep: Class 17 contains 7200 members 
Mstep: Class 18 contains 27789 members 
Mstep: Class 19 contains 7965 members 
Mstep: Class 20 contains 135083 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 10468 members 
Mstep: Class 24 contains 291331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623412.000000 Penalty: 30804.640625
Iteration 144Q: 25 clusters Score -3.862341e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 4752 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 32036 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 82513 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 24041 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 27876 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 20 contains 135106 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 10289 members 
Mstep: Class 24 contains 291437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623372.000000 Penalty: 30804.640625
Iteration 145Q: 25 clusters Score -3.862337e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 4751 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 32037 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 82511 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 24042 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 27980 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 20 contains 135119 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 10123 members 
Mstep: Class 24 contains 291517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623340.000000 Penalty: 30804.640625
Iteration 146Q: 25 clusters Score -3.862334e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4751 members 
Mstep: Class 3 contains 27500 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 32036 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 82514 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 24041 members 
Mstep: Class 16 contains 13759 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 28091 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 135134 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 291588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623356.000000 Penalty: 30804.640625
Iteration 147Q: 25 clusters Score -3.862336e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4751 members 
Mstep: Class 3 contains 27391 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 7 contains 32037 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 82517 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 24040 members 
Mstep: Class 16 contains 13753 members 
Mstep: Class 17 contains 7200 members 
Mstep: Class 18 contains 28200 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 135149 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 9793 members 
Mstep: Class 24 contains 291644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623396.000000 Penalty: 30804.640625
Iteration 148Q: 25 clusters Score -3.86234e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 4751 members 
Mstep: Class 3 contains 27285 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4058 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 82515 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 24043 members 
Mstep: Class 16 contains 13754 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 28307 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 135166 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 9636 members 
Mstep: Class 24 contains 291696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623456.000000 Penalty: 30804.640625
Iteration 149Q: 25 clusters Score -3.862346e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4752 members 
Mstep: Class 3 contains 27186 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 82513 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 24046 members 
Mstep: Class 16 contains 13755 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 28403 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 135175 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 9495 members 
Mstep: Class 24 contains 291755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623460.000000 Penalty: 30804.640625
Iteration 150Q: 25 clusters Score -3.862346e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 27110 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 32040 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 82513 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 24045 members 
Mstep: Class 16 contains 13761 members 
Mstep: Class 17 contains 7202 members 
Mstep: Class 18 contains 28492 members 
Mstep: Class 19 contains 7982 members 
Mstep: Class 20 contains 135190 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 9360 members 
Mstep: Class 24 contains 291810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623492.000000 Penalty: 30804.640625
Iteration 151Q: 25 clusters Score -3.862349e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 27027 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 5545 members 
Mstep: Class 7 contains 32040 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82508 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 14672 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 24046 members 
Mstep: Class 16 contains 13757 members 
Mstep: Class 17 contains 7202 members 
Mstep: Class 18 contains 28572 members 
Mstep: Class 19 contains 7977 members 
Mstep: Class 20 contains 135199 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 9230 members 
Mstep: Class 24 contains 291901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623404.000000 Penalty: 30804.640625
Iteration 152Q: 25 clusters Score -3.86234e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 26933 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82504 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 14671 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 24048 members 
Mstep: Class 16 contains 13758 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 28649 members 
Mstep: Class 19 contains 7976 members 
Mstep: Class 20 contains 135210 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 9113 members 
Mstep: Class 24 contains 291983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623352.000000 Penalty: 30804.640625
Iteration 153Q: 25 clusters Score -3.862335e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 26849 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82498 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 14671 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 24049 members 
Mstep: Class 16 contains 13759 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 28731 members 
Mstep: Class 19 contains 7974 members 
Mstep: Class 20 contains 135211 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 8991 members 
Mstep: Class 24 contains 292060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623376.000000 Penalty: 30804.640625
Iteration 154Q: 25 clusters Score -3.862338e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 26773 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82494 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 14671 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 24049 members 
Mstep: Class 16 contains 13758 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 28810 members 
Mstep: Class 19 contains 7972 members 
Mstep: Class 20 contains 135214 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 8866 members 
Mstep: Class 24 contains 292118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623388.000000 Penalty: 30804.640625
Iteration 155Q: 25 clusters Score -3.862339e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 26711 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82487 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 14671 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 24050 members 
Mstep: Class 16 contains 13753 members 
Mstep: Class 17 contains 7200 members 
Mstep: Class 18 contains 28879 members 
Mstep: Class 19 contains 7968 members 
Mstep: Class 20 contains 135220 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 8747 members 
Mstep: Class 24 contains 292174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623372.000000 Penalty: 30804.640625
Iteration 156Q: 25 clusters Score -3.862337e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 4719 members 
Mstep: Class 3 contains 26640 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 82480 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 14670 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 24047 members 
Mstep: Class 16 contains 13752 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 28947 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 20 contains 135220 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 8621 members 
Mstep: Class 24 contains 292246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623392.000000 Penalty: 30804.640625
Iteration 157Q: 25 clusters Score -3.862339e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 26579 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 32038 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 82475 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 14670 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 4883 members 
Mstep: Class 15 contains 24045 members 
Mstep: Class 16 contains 13750 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 28999 members 
Mstep: Class 19 contains 7974 members 
Mstep: Class 20 contains 135237 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 8507 members 
Mstep: Class 24 contains 292296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623400.000000 Penalty: 30804.640625
Iteration 158Q: 25 clusters Score -3.86234e+07 nChanged 310
Entering ConstructFrom: 
Score: -38623400.000000 Penalty: 30804.640625
Entering ConstructFrom: 
Trying to split cluster 1 (13008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Entering Unmasked Estep 
Score: -703970.375000 Penalty: 899.965393
	Iteration 0F: 2 clusters Score -703970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -695219.562500 Penalty: 1799.930786
	Iteration 0F: 3 clusters Score -695219.6 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -698654.812500 Penalty: 1799.930786
	Iteration 1F: 3 clusters Score -698654.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -699299.625000 Penalty: 1799.930786
	Iteration 2F: 3 clusters Score -699299.6 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -700152.625000 Penalty: 1799.930786
	Iteration 3F: 3 clusters Score -700152.6 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -701237.000000 Penalty: 1799.930786
	Iteration 4F: 3 clusters Score -701237 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -702287.625000 Penalty: 1799.930786
	Iteration 5F: 3 clusters Score -702287.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -702966.687500 Penalty: 1799.930786
	Iteration 6F: 3 clusters Score -702966.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -703259.187500 Penalty: 1799.930786
	Iteration 7Q: 3 clusters Score -703259.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -703362.437500 Penalty: 1799.930786
	Iteration 8Q: 3 clusters Score -703362.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -703403.687500 Penalty: 1799.930786
	Iteration 9Q: 3 clusters Score -703403.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -703423.062500 Penalty: 1799.930786
	Iteration 10Q: 3 clusters Score -703423.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -703434.437500 Penalty: 1799.930786
	Iteration 11Q: 3 clusters Score -703434.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -703437.062500 Penalty: 1799.930786
	Iteration 12Q: 3 clusters Score -703437.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -703441.375000 Penalty: 1799.930786
	Iteration 13Q: 3 clusters Score -703441.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -703443.750000 Penalty: 1799.930786
	Iteration 14Q: 3 clusters Score -703443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -703444.312500 Penalty: 1799.930786
	Iteration 15Q: 3 clusters Score -703444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -703444.937500 Penalty: 1799.930786
	Iteration 16Q: 3 clusters Score -703444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -703445.062500 Penalty: 1799.930786
	Iteration 17Q: 3 clusters Score -703445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -703445.812500 Penalty: 1799.930786
	Iteration 18Q: 3 clusters Score -703445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -703446.500000 Penalty: 1799.930786
	Iteration 19Q: 3 clusters Score -703446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -703446.250000 Penalty: 1799.930786
	Iteration 20F: 3 clusters Score -703446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -255765.968750 Penalty: 803.457092
	Iteration 0F: 2 clusters Score -255766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -252302.781250 Penalty: 1606.914185
	Iteration 0F: 3 clusters Score -252302.8 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -253395.718750 Penalty: 1606.914185
	Iteration 1F: 3 clusters Score -253395.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -253615.828125 Penalty: 1606.914185
	Iteration 2F: 3 clusters Score -253615.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -253815.765625 Penalty: 1606.914185
	Iteration 3F: 3 clusters Score -253815.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -254000.078125 Penalty: 1606.914185
	Iteration 4F: 3 clusters Score -254000.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -254172.812500 Penalty: 1606.914185
	Iteration 5F: 3 clusters Score -254172.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -254333.843750 Penalty: 1606.914185
	Iteration 6F: 3 clusters Score -254333.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -254448.921875 Penalty: 1606.914185
	Iteration 7Q: 3 clusters Score -254448.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -254519.062500 Penalty: 1606.914185
	Iteration 8Q: 3 clusters Score -254519.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -254568.703125 Penalty: 1606.914185
	Iteration 9Q: 3 clusters Score -254568.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -254609.828125 Penalty: 1606.914185
	Iteration 10Q: 3 clusters Score -254609.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -254650.671875 Penalty: 1606.914185
	Iteration 11Q: 3 clusters Score -254650.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -254683.703125 Penalty: 1606.914185
	Iteration 12Q: 3 clusters Score -254683.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -254706.093750 Penalty: 1606.914185
	Iteration 13Q: 3 clusters Score -254706.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -254727.015625 Penalty: 1606.914185
	Iteration 14Q: 3 clusters Score -254727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -254743.828125 Penalty: 1606.914185
	Iteration 15Q: 3 clusters Score -254743.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -254759.656250 Penalty: 1606.914185
	Iteration 16Q: 3 clusters Score -254759.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -254772.453125 Penalty: 1606.914185
	Iteration 17Q: 3 clusters Score -254772.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -254788.937500 Penalty: 1606.914185
	Iteration 18Q: 3 clusters Score -254788.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -254802.703125 Penalty: 1606.914185
	Iteration 19Q: 3 clusters Score -254802.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -254816.421875 Penalty: 1606.914185
	Iteration 20F: 3 clusters Score -254816.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -254827.265625 Penalty: 1606.914185
	Iteration 21Q: 3 clusters Score -254827.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -254841.609375 Penalty: 1606.914185
	Iteration 22Q: 3 clusters Score -254841.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -254860.328125 Penalty: 1606.914185
	Iteration 23Q: 3 clusters Score -254860.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -254877.687500 Penalty: 1606.914185
	Iteration 24Q: 3 clusters Score -254877.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -254899.140625 Penalty: 1606.914185
	Iteration 25Q: 3 clusters Score -254899.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -254913.031250 Penalty: 1606.914185
	Iteration 26Q: 3 clusters Score -254913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -254924.609375 Penalty: 1606.914185
	Iteration 27Q: 3 clusters Score -254924.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -254932.015625 Penalty: 1606.914185
	Iteration 28Q: 3 clusters Score -254932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -254940.593750 Penalty: 1606.914185
	Iteration 29Q: 3 clusters Score -254940.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -254950.953125 Penalty: 1606.914185
	Iteration 30Q: 3 clusters Score -254951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -254959.765625 Penalty: 1606.914185
	Iteration 31Q: 3 clusters Score -254959.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -254965.984375 Penalty: 1606.914185
	Iteration 32Q: 3 clusters Score -254966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -254971.828125 Penalty: 1606.914185
	Iteration 33Q: 3 clusters Score -254971.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -254980.015625 Penalty: 1606.914185
	Iteration 34Q: 3 clusters Score -254980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -254986.546875 Penalty: 1606.914185
	Iteration 35Q: 3 clusters Score -254986.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -254991.781250 Penalty: 1606.914185
	Iteration 36Q: 3 clusters Score -254991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -254998.171875 Penalty: 1606.914185
	Iteration 37Q: 3 clusters Score -254998.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -255006.765625 Penalty: 1606.914185
	Iteration 38Q: 3 clusters Score -255006.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -255020.203125 Penalty: 1606.914185
	Iteration 39Q: 3 clusters Score -255020.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -255040.859375 Penalty: 1606.914185
	Iteration 40F: 3 clusters Score -255040.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -255056.984375 Penalty: 1606.914185
	Iteration 41Q: 3 clusters Score -255057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -255069.328125 Penalty: 1606.914185
	Iteration 42Q: 3 clusters Score -255069.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -255082.156250 Penalty: 1606.914185
	Iteration 43Q: 3 clusters Score -255082.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -255090.218750 Penalty: 1606.914185
	Iteration 44Q: 3 clusters Score -255090.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -255095.843750 Penalty: 1606.914185
	Iteration 45Q: 3 clusters Score -255095.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -255100.671875 Penalty: 1606.914185
	Iteration 46Q: 3 clusters Score -255100.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -255104.796875 Penalty: 1606.914185
	Iteration 47Q: 3 clusters Score -255104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -255108.703125 Penalty: 1606.914185
	Iteration 48Q: 3 clusters Score -255108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -255111.468750 Penalty: 1606.914185
	Iteration 49Q: 3 clusters Score -255111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -255111.859375 Penalty: 1606.914185
	Iteration 50Q: 3 clusters Score -255111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -255116.781250 Penalty: 1606.914185
	Iteration 51Q: 3 clusters Score -255116.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -255119.609375 Penalty: 1606.914185
	Iteration 52Q: 3 clusters Score -255119.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -255123.453125 Penalty: 1606.914185
	Iteration 53Q: 3 clusters Score -255123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -255131.250000 Penalty: 1606.914185
	Iteration 54Q: 3 clusters Score -255131.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -255142.093750 Penalty: 1606.914185
	Iteration 55Q: 3 clusters Score -255142.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -255155.062500 Penalty: 1606.914185
	Iteration 56Q: 3 clusters Score -255155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -255161.968750 Penalty: 1606.914185
	Iteration 57Q: 3 clusters Score -255162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -255167.500000 Penalty: 1606.914185
	Iteration 58Q: 3 clusters Score -255167.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -255173.546875 Penalty: 1606.914185
	Iteration 59Q: 3 clusters Score -255173.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -255177.421875 Penalty: 1606.914185
	Iteration 60F: 3 clusters Score -255177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -255181.687500 Penalty: 1606.914185
	Iteration 61Q: 3 clusters Score -255181.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -255187.750000 Penalty: 1606.914185
	Iteration 62Q: 3 clusters Score -255187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -255189.562500 Penalty: 1606.914185
	Iteration 63Q: 3 clusters Score -255189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -255191.859375 Penalty: 1606.914185
	Iteration 64Q: 3 clusters Score -255191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -255194.406250 Penalty: 1606.914185
	Iteration 65Q: 3 clusters Score -255194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -255195.468750 Penalty: 1606.914185
	Iteration 66Q: 3 clusters Score -255195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -255195.218750 Penalty: 1606.914185
	Iteration 67Q: 3 clusters Score -255195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -255195.218750 Penalty: 1606.914185
	Iteration 68F: 3 clusters Score -255195.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Entering Unmasked Estep 
Score: -1323323.375000 Penalty: 967.622864
	Iteration 0F: 2 clusters Score -1323323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1305523.875000 Penalty: 1935.245728
	Iteration 0F: 3 clusters Score -1305524 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1312699.000000 Penalty: 1935.245728
	Iteration 1F: 3 clusters Score -1312699 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1313275.250000 Penalty: 1935.245728
	Iteration 2F: 3 clusters Score -1313275 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1314119.125000 Penalty: 1935.245728
	Iteration 3F: 3 clusters Score -1314119 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1315161.500000 Penalty: 1935.245728
	Iteration 4F: 3 clusters Score -1315162 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1316329.250000 Penalty: 1935.245728
	Iteration 5F: 3 clusters Score -1316329 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1317493.625000 Penalty: 1935.245728
	Iteration 6F: 3 clusters Score -1317494 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1318666.125000 Penalty: 1935.245728
	Iteration 7F: 3 clusters Score -1318666 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1319750.500000 Penalty: 1935.245728
	Iteration 8Q: 3 clusters Score -1319750 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1320635.250000 Penalty: 1935.245728
	Iteration 9Q: 3 clusters Score -1320635 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1321156.000000 Penalty: 1935.245728
	Iteration 10Q: 3 clusters Score -1321156 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1321403.125000 Penalty: 1935.245728
	Iteration 11Q: 3 clusters Score -1321403 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1321535.375000 Penalty: 1935.245728
	Iteration 12Q: 3 clusters Score -1321535 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1321606.875000 Penalty: 1935.245728
	Iteration 13Q: 3 clusters Score -1321607 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1321663.375000 Penalty: 1935.245728
	Iteration 14Q: 3 clusters Score -1321663 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1321719.500000 Penalty: 1935.245728
	Iteration 15Q: 3 clusters Score -1321720 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1321778.750000 Penalty: 1935.245728
	Iteration 16Q: 3 clusters Score -1321779 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1321844.625000 Penalty: 1935.245728
	Iteration 17Q: 3 clusters Score -1321845 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1321898.000000 Penalty: 1935.245728
	Iteration 18Q: 3 clusters Score -1321898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1321946.375000 Penalty: 1935.245728
	Iteration 19Q: 3 clusters Score -1321946 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1321992.875000 Penalty: 1935.245728
	Iteration 20F: 3 clusters Score -1321993 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1322036.625000 Penalty: 1935.245728
	Iteration 21Q: 3 clusters Score -1322037 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1322082.750000 Penalty: 1935.245728
	Iteration 22Q: 3 clusters Score -1322083 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1322139.125000 Penalty: 1935.245728
	Iteration 23Q: 3 clusters Score -1322139 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1322198.000000 Penalty: 1935.245728
	Iteration 24Q: 3 clusters Score -1322198 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1322252.250000 Penalty: 1935.245728
	Iteration 25Q: 3 clusters Score -1322252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1322307.625000 Penalty: 1935.245728
	Iteration 26Q: 3 clusters Score -1322308 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1322346.000000 Penalty: 1935.245728
	Iteration 27Q: 3 clusters Score -1322346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1322373.750000 Penalty: 1935.245728
	Iteration 28Q: 3 clusters Score -1322374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1322402.875000 Penalty: 1935.245728
	Iteration 29Q: 3 clusters Score -1322403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1322426.375000 Penalty: 1935.245728
	Iteration 30Q: 3 clusters Score -1322426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1322447.125000 Penalty: 1935.245728
	Iteration 31Q: 3 clusters Score -1322447 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1322469.500000 Penalty: 1935.245728
	Iteration 32Q: 3 clusters Score -1322470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1322484.250000 Penalty: 1935.245728
	Iteration 33Q: 3 clusters Score -1322484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1322502.250000 Penalty: 1935.245728
	Iteration 34Q: 3 clusters Score -1322502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1322523.375000 Penalty: 1935.245728
	Iteration 35Q: 3 clusters Score -1322523 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1322529.500000 Penalty: 1935.245728
	Iteration 36Q: 3 clusters Score -1322530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1322544.125000 Penalty: 1935.245728
	Iteration 37Q: 3 clusters Score -1322544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1322554.875000 Penalty: 1935.245728
	Iteration 38Q: 3 clusters Score -1322555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1322558.625000 Penalty: 1935.245728
	Iteration 39Q: 3 clusters Score -1322559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1322567.875000 Penalty: 1935.245728
	Iteration 40F: 3 clusters Score -1322568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1322576.125000 Penalty: 1935.245728
	Iteration 41Q: 3 clusters Score -1322576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1322578.500000 Penalty: 1935.245728
	Iteration 42Q: 3 clusters Score -1322578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1322586.000000 Penalty: 1935.245728
	Iteration 43Q: 3 clusters Score -1322586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1322587.250000 Penalty: 1935.245728
	Iteration 44Q: 3 clusters Score -1322587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1322592.000000 Penalty: 1935.245728
	Iteration 45Q: 3 clusters Score -1322592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1322599.125000 Penalty: 1935.245728
	Iteration 46Q: 3 clusters Score -1322599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1322607.500000 Penalty: 1935.245728
	Iteration 47Q: 3 clusters Score -1322608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1322608.250000 Penalty: 1935.245728
	Iteration 48Q: 3 clusters Score -1322608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1322614.250000 Penalty: 1935.245728
	Iteration 49Q: 3 clusters Score -1322614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1322618.000000 Penalty: 1935.245728
	Iteration 50Q: 3 clusters Score -1322618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1322623.500000 Penalty: 1935.245728
	Iteration 51Q: 3 clusters Score -1322624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1322628.625000 Penalty: 1935.245728
	Iteration 52Q: 3 clusters Score -1322629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1322629.375000 Penalty: 1935.245728
	Iteration 53Q: 3 clusters Score -1322629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1322629.625000 Penalty: 1935.245728
	Iteration 54Q: 3 clusters Score -1322630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1322631.625000 Penalty: 1935.245728
	Iteration 55Q: 3 clusters Score -1322632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1322630.875000 Penalty: 1935.245728
	Iteration 56Q: 3 clusters Score -1322631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1322630.500000 Penalty: 1935.245728
	Iteration 57Q: 3 clusters Score -1322630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1322634.625000 Penalty: 1935.245728
	Iteration 58Q: 3 clusters Score -1322635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1322636.250000 Penalty: 1935.245728
	Iteration 59Q: 3 clusters Score -1322636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1322637.250000 Penalty: 1935.245728
	Iteration 60F: 3 clusters Score -1322637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1322639.125000 Penalty: 1935.245728
	Iteration 61Q: 3 clusters Score -1322639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1322640.500000 Penalty: 1935.245728
	Iteration 62Q: 3 clusters Score -1322640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1322640.500000 Penalty: 1935.245728
	Iteration 63F: 3 clusters Score -1322640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -165166.718750 Penalty: 772.830078
	Iteration 0F: 2 clusters Score -165166.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -162628.234375 Penalty: 1545.660156
	Iteration 0F: 3 clusters Score -162628.2 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -163630.906250 Penalty: 1545.660156
	Iteration 1F: 3 clusters Score -163630.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -163984.578125 Penalty: 1545.660156
	Iteration 2F: 3 clusters Score -163984.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -164266.031250 Penalty: 1545.660156
	Iteration 3F: 3 clusters Score -164266 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -164500.921875 Penalty: 1545.660156
	Iteration 4F: 3 clusters Score -164500.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -164647.984375 Penalty: 1545.660156
	Iteration 5F: 3 clusters Score -164648 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -164721.421875 Penalty: 1545.660156
	Iteration 6Q: 3 clusters Score -164721.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -164751.125000 Penalty: 1545.660156
	Iteration 7Q: 3 clusters Score -164751.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -164766.281250 Penalty: 1545.660156
	Iteration 8Q: 3 clusters Score -164766.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -164780.562500 Penalty: 1545.660156
	Iteration 9Q: 3 clusters Score -164780.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -164793.828125 Penalty: 1545.660156
	Iteration 10Q: 3 clusters Score -164793.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -164799.921875 Penalty: 1545.660156
	Iteration 11Q: 3 clusters Score -164799.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -164803.328125 Penalty: 1545.660156
	Iteration 12Q: 3 clusters Score -164803.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -164806.671875 Penalty: 1545.660156
	Iteration 13Q: 3 clusters Score -164806.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -164810.578125 Penalty: 1545.660156
	Iteration 14Q: 3 clusters Score -164810.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -164816.468750 Penalty: 1545.660156
	Iteration 15Q: 3 clusters Score -164816.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -164820.421875 Penalty: 1545.660156
	Iteration 16Q: 3 clusters Score -164820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164823.718750 Penalty: 1545.660156
	Iteration 17Q: 3 clusters Score -164823.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -164827.531250 Penalty: 1545.660156
	Iteration 18Q: 3 clusters Score -164827.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -164831.906250 Penalty: 1545.660156
	Iteration 19Q: 3 clusters Score -164831.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -164835.671875 Penalty: 1545.660156
	Iteration 20F: 3 clusters Score -164835.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -164839.531250 Penalty: 1545.660156
	Iteration 21Q: 3 clusters Score -164839.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -164843.562500 Penalty: 1545.660156
	Iteration 22Q: 3 clusters Score -164843.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -164848.968750 Penalty: 1545.660156
	Iteration 23Q: 3 clusters Score -164849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -164854.875000 Penalty: 1545.660156
	Iteration 24Q: 3 clusters Score -164854.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -164863.328125 Penalty: 1545.660156
	Iteration 25Q: 3 clusters Score -164863.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -164868.062500 Penalty: 1545.660156
	Iteration 26Q: 3 clusters Score -164868.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -164874.390625 Penalty: 1545.660156
	Iteration 27Q: 3 clusters Score -164874.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164883.265625 Penalty: 1545.660156
	Iteration 28Q: 3 clusters Score -164883.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -164894.234375 Penalty: 1545.660156
	Iteration 29Q: 3 clusters Score -164894.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -164904.328125 Penalty: 1545.660156
	Iteration 30Q: 3 clusters Score -164904.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -164917.921875 Penalty: 1545.660156
	Iteration 31Q: 3 clusters Score -164917.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -164926.390625 Penalty: 1545.660156
	Iteration 32Q: 3 clusters Score -164926.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -164933.609375 Penalty: 1545.660156
	Iteration 33Q: 3 clusters Score -164933.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164940.125000 Penalty: 1545.660156
	Iteration 34Q: 3 clusters Score -164940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -164944.250000 Penalty: 1545.660156
	Iteration 35Q: 3 clusters Score -164944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -164946.890625 Penalty: 1545.660156
	Iteration 36Q: 3 clusters Score -164946.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -164950.968750 Penalty: 1545.660156
	Iteration 37Q: 3 clusters Score -164951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -164954.281250 Penalty: 1545.660156
	Iteration 38Q: 3 clusters Score -164954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -164956.375000 Penalty: 1545.660156
	Iteration 39Q: 3 clusters Score -164956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -164958.906250 Penalty: 1545.660156
	Iteration 40F: 3 clusters Score -164958.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -164960.359375 Penalty: 1545.660156
	Iteration 41Q: 3 clusters Score -164960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -164963.562500 Penalty: 1545.660156
	Iteration 42Q: 3 clusters Score -164963.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -164967.171875 Penalty: 1545.660156
	Iteration 43Q: 3 clusters Score -164967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164972.437500 Penalty: 1545.660156
	Iteration 44Q: 3 clusters Score -164972.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -164980.125000 Penalty: 1545.660156
	Iteration 45Q: 3 clusters Score -164980.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -164986.218750 Penalty: 1545.660156
	Iteration 46Q: 3 clusters Score -164986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -164989.921875 Penalty: 1545.660156
	Iteration 47Q: 3 clusters Score -164989.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -164994.203125 Penalty: 1545.660156
	Iteration 48Q: 3 clusters Score -164994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -164996.812500 Penalty: 1545.660156
	Iteration 49Q: 3 clusters Score -164996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -164998.203125 Penalty: 1545.660156
	Iteration 50Q: 3 clusters Score -164998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -164998.375000 Penalty: 1545.660156
	Iteration 51Q: 3 clusters Score -164998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -164999.078125 Penalty: 1545.660156
	Iteration 52Q: 3 clusters Score -164999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -164999.750000 Penalty: 1545.660156
	Iteration 53Q: 3 clusters Score -164999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -165000.968750 Penalty: 1545.660156
	Iteration 54Q: 3 clusters Score -165001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -165002.562500 Penalty: 1545.660156
	Iteration 55Q: 3 clusters Score -165002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -165004.437500 Penalty: 1545.660156
	Iteration 56Q: 3 clusters Score -165004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -165006.140625 Penalty: 1545.660156
	Iteration 57Q: 3 clusters Score -165006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -165009.250000 Penalty: 1545.660156
	Iteration 58Q: 3 clusters Score -165009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -165010.203125 Penalty: 1545.660156
	Iteration 59Q: 3 clusters Score -165010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -165011.703125 Penalty: 1545.660156
	Iteration 60F: 3 clusters Score -165011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -165012.796875 Penalty: 1545.660156
	Iteration 61Q: 3 clusters Score -165012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -165013.234375 Penalty: 1545.660156
	Iteration 62Q: 3 clusters Score -165013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -165014.984375 Penalty: 1545.660156
	Iteration 63Q: 3 clusters Score -165015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -165015.578125 Penalty: 1545.660156
	Iteration 64Q: 3 clusters Score -165015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -165015.968750 Penalty: 1545.660156
	Iteration 65Q: 3 clusters Score -165016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -165015.968750 Penalty: 1545.660156
	Iteration 66F: 3 clusters Score -165016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -221233.562500 Penalty: 790.141418
	Iteration 0F: 2 clusters Score -221233.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -218159.125000 Penalty: 1580.282837
	Iteration 0F: 3 clusters Score -218159.1 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -219031.453125 Penalty: 1580.282837
	Iteration 1F: 3 clusters Score -219031.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -219151.312500 Penalty: 1580.282837
	Iteration 2F: 3 clusters Score -219151.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -219248.656250 Penalty: 1580.282837
	Iteration 3F: 3 clusters Score -219248.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -219341.421875 Penalty: 1580.282837
	Iteration 4Q: 3 clusters Score -219341.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -219416.609375 Penalty: 1580.282837
	Iteration 5Q: 3 clusters Score -219416.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -219500.046875 Penalty: 1580.282837
	Iteration 6Q: 3 clusters Score -219500 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -219577.171875 Penalty: 1580.282837
	Iteration 7Q: 3 clusters Score -219577.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -219655.796875 Penalty: 1580.282837
	Iteration 8Q: 3 clusters Score -219655.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -219751.687500 Penalty: 1580.282837
	Iteration 9Q: 3 clusters Score -219751.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -219855.203125 Penalty: 1580.282837
	Iteration 10Q: 3 clusters Score -219855.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -219967.437500 Penalty: 1580.282837
	Iteration 11Q: 3 clusters Score -219967.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -220079.734375 Penalty: 1580.282837
	Iteration 12Q: 3 clusters Score -220079.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -220169.640625 Penalty: 1580.282837
	Iteration 13Q: 3 clusters Score -220169.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -220242.953125 Penalty: 1580.282837
	Iteration 14Q: 3 clusters Score -220243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -220297.687500 Penalty: 1580.282837
	Iteration 15Q: 3 clusters Score -220297.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -220353.031250 Penalty: 1580.282837
	Iteration 16Q: 3 clusters Score -220353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -220402.234375 Penalty: 1580.282837
	Iteration 17Q: 3 clusters Score -220402.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -220434.578125 Penalty: 1580.282837
	Iteration 18Q: 3 clusters Score -220434.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -220449.593750 Penalty: 1580.282837
	Iteration 19Q: 3 clusters Score -220449.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -220468.953125 Penalty: 1580.282837
	Iteration 20F: 3 clusters Score -220469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -220480.171875 Penalty: 1580.282837
	Iteration 21Q: 3 clusters Score -220480.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -220490.484375 Penalty: 1580.282837
	Iteration 22Q: 3 clusters Score -220490.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -220503.687500 Penalty: 1580.282837
	Iteration 23Q: 3 clusters Score -220503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -220512.546875 Penalty: 1580.282837
	Iteration 24Q: 3 clusters Score -220512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -220518.593750 Penalty: 1580.282837
	Iteration 25Q: 3 clusters Score -220518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -220522.140625 Penalty: 1580.282837
	Iteration 26Q: 3 clusters Score -220522.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -220528.406250 Penalty: 1580.282837
	Iteration 27Q: 3 clusters Score -220528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -220532.671875 Penalty: 1580.282837
	Iteration 28Q: 3 clusters Score -220532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -220533.640625 Penalty: 1580.282837
	Iteration 29Q: 3 clusters Score -220533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -220536.984375 Penalty: 1580.282837
	Iteration 30Q: 3 clusters Score -220537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -220542.453125 Penalty: 1580.282837
	Iteration 31Q: 3 clusters Score -220542.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -220548.312500 Penalty: 1580.282837
	Iteration 32Q: 3 clusters Score -220548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -220552.453125 Penalty: 1580.282837
	Iteration 33Q: 3 clusters Score -220552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -220554.250000 Penalty: 1580.282837
	Iteration 34Q: 3 clusters Score -220554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -220554.953125 Penalty: 1580.282837
	Iteration 35Q: 3 clusters Score -220555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -220556.125000 Penalty: 1580.282837
	Iteration 36Q: 3 clusters Score -220556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -220556.125000 Penalty: 1580.282837
	Iteration 37F: 3 clusters Score -220556.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Entering Unmasked Estep 
Score: -278956.875000 Penalty: 819.576660
	Iteration 0F: 2 clusters Score -278956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -275072.750000 Penalty: 1639.153320
	Iteration 0F: 3 clusters Score -275072.8 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -276462.781250 Penalty: 1639.153320
	Iteration 1F: 3 clusters Score -276462.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -276677.750000 Penalty: 1639.153320
	Iteration 2F: 3 clusters Score -276677.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -276848.062500 Penalty: 1639.153320
	Iteration 3F: 3 clusters Score -276848.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -276988.406250 Penalty: 1639.153320
	Iteration 4Q: 3 clusters Score -276988.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -277113.750000 Penalty: 1639.153320
	Iteration 5Q: 3 clusters Score -277113.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -277243.250000 Penalty: 1639.153320
	Iteration 6Q: 3 clusters Score -277243.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -277371.468750 Penalty: 1639.153320
	Iteration 7Q: 3 clusters Score -277371.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -277513.031250 Penalty: 1639.153320
	Iteration 8Q: 3 clusters Score -277513 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -277649.125000 Penalty: 1639.153320
	Iteration 9Q: 3 clusters Score -277649.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -277761.156250 Penalty: 1639.153320
	Iteration 10Q: 3 clusters Score -277761.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -277863.906250 Penalty: 1639.153320
	Iteration 11Q: 3 clusters Score -277863.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -277941.156250 Penalty: 1639.153320
	Iteration 12Q: 3 clusters Score -277941.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -278003.406250 Penalty: 1639.153320
	Iteration 13Q: 3 clusters Score -278003.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -278044.093750 Penalty: 1639.153320
	Iteration 14Q: 3 clusters Score -278044.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -278079.437500 Penalty: 1639.153320
	Iteration 15Q: 3 clusters Score -278079.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -278128.125000 Penalty: 1639.153320
	Iteration 16Q: 3 clusters Score -278128.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -278164.531250 Penalty: 1639.153320
	Iteration 17Q: 3 clusters Score -278164.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -278198.406250 Penalty: 1639.153320
	Iteration 18Q: 3 clusters Score -278198.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -278233.937500 Penalty: 1639.153320
	Iteration 19Q: 3 clusters Score -278233.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -278265.906250 Penalty: 1639.153320
	Iteration 20F: 3 clusters Score -278265.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -278294.437500 Penalty: 1639.153320
	Iteration 21Q: 3 clusters Score -278294.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -278319.500000 Penalty: 1639.153320
	Iteration 22Q: 3 clusters Score -278319.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -278344.343750 Penalty: 1639.153320
	Iteration 23Q: 3 clusters Score -278344.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -278364.187500 Penalty: 1639.153320
	Iteration 24Q: 3 clusters Score -278364.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -278379.531250 Penalty: 1639.153320
	Iteration 25Q: 3 clusters Score -278379.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -278391.437500 Penalty: 1639.153320
	Iteration 26Q: 3 clusters Score -278391.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -278405.437500 Penalty: 1639.153320
	Iteration 27Q: 3 clusters Score -278405.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -278418.187500 Penalty: 1639.153320
	Iteration 28Q: 3 clusters Score -278418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -278425.531250 Penalty: 1639.153320
	Iteration 29Q: 3 clusters Score -278425.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -278428.031250 Penalty: 1639.153320
	Iteration 30Q: 3 clusters Score -278428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -278429.250000 Penalty: 1639.153320
	Iteration 31Q: 3 clusters Score -278429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -278429.937500 Penalty: 1639.153320
	Iteration 32Q: 3 clusters Score -278429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -278430.343750 Penalty: 1639.153320
	Iteration 33Q: 3 clusters Score -278430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -278431.250000 Penalty: 1639.153320
	Iteration 34Q: 3 clusters Score -278431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -278432.968750 Penalty: 1639.153320
	Iteration 35Q: 3 clusters Score -278433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -278434.125000 Penalty: 1639.153320
	Iteration 36Q: 3 clusters Score -278434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -278434.125000 Penalty: 1639.153320
	Iteration 37Q: 3 clusters Score -278434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -278434.906250 Penalty: 1639.153320
	Iteration 38Q: 3 clusters Score -278434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -278435.968750 Penalty: 1639.153320
	Iteration 39Q: 3 clusters Score -278436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -278435.968750 Penalty: 1639.153320
	Iteration 40F: 3 clusters Score -278436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Entering Unmasked Estep 
Score: -1854045.750000 Penalty: 985.588501
	Iteration 0F: 2 clusters Score -1854046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1832626.250000 Penalty: 1971.177002
	Iteration 0F: 3 clusters Score -1832626 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1841037.750000 Penalty: 1971.177002
	Iteration 1F: 3 clusters Score -1841038 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1841670.000000 Penalty: 1971.177002
	Iteration 2Q: 3 clusters Score -1841670 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1842710.875000 Penalty: 1971.177002
	Iteration 3F: 3 clusters Score -1842711 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1844446.125000 Penalty: 1971.177002
	Iteration 4F: 3 clusters Score -1844446 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1846821.250000 Penalty: 1971.177002
	Iteration 5F: 3 clusters Score -1846821 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1849395.875000 Penalty: 1971.177002
	Iteration 6F: 3 clusters Score -1849396 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1851330.000000 Penalty: 1971.177002
	Iteration 7F: 3 clusters Score -1851330 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1852294.125000 Penalty: 1971.177002
	Iteration 8Q: 3 clusters Score -1852294 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1852762.000000 Penalty: 1971.177002
	Iteration 9Q: 3 clusters Score -1852762 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1852978.000000 Penalty: 1971.177002
	Iteration 10Q: 3 clusters Score -1852978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1853087.125000 Penalty: 1971.177002
	Iteration 11Q: 3 clusters Score -1853087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1853126.625000 Penalty: 1971.177002
	Iteration 12Q: 3 clusters Score -1853127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1853158.875000 Penalty: 1971.177002
	Iteration 13Q: 3 clusters Score -1853159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1853174.250000 Penalty: 1971.177002
	Iteration 14Q: 3 clusters Score -1853174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1853189.500000 Penalty: 1971.177002
	Iteration 15Q: 3 clusters Score -1853190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1853212.625000 Penalty: 1971.177002
	Iteration 16Q: 3 clusters Score -1853213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1853217.500000 Penalty: 1971.177002
	Iteration 17Q: 3 clusters Score -1853218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1853228.125000 Penalty: 1971.177002
	Iteration 18Q: 3 clusters Score -1853228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1853232.500000 Penalty: 1971.177002
	Iteration 19Q: 3 clusters Score -1853232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1853231.750000 Penalty: 1971.177002
	Iteration 20F: 3 clusters Score -1853232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -220779.281250 Penalty: 787.339111
	Iteration 0F: 2 clusters Score -220779.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -217812.578125 Penalty: 1574.678223
	Iteration 0F: 3 clusters Score -217812.6 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -218691.953125 Penalty: 1574.678223
	Iteration 1F: 3 clusters Score -218692 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -218823.546875 Penalty: 1574.678223
	Iteration 2F: 3 clusters Score -218823.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -218914.359375 Penalty: 1574.678223
	Iteration 3F: 3 clusters Score -218914.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -218990.390625 Penalty: 1574.678223
	Iteration 4Q: 3 clusters Score -218990.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -219046.093750 Penalty: 1574.678223
	Iteration 5Q: 3 clusters Score -219046.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -219097.468750 Penalty: 1574.678223
	Iteration 6Q: 3 clusters Score -219097.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -219149.718750 Penalty: 1574.678223
	Iteration 7Q: 3 clusters Score -219149.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -219210.593750 Penalty: 1574.678223
	Iteration 8Q: 3 clusters Score -219210.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -219273.078125 Penalty: 1574.678223
	Iteration 9Q: 3 clusters Score -219273.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -219338.078125 Penalty: 1574.678223
	Iteration 10Q: 3 clusters Score -219338.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -219411.250000 Penalty: 1574.678223
	Iteration 11Q: 3 clusters Score -219411.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -219498.890625 Penalty: 1574.678223
	Iteration 12Q: 3 clusters Score -219498.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -219594.125000 Penalty: 1574.678223
	Iteration 13Q: 3 clusters Score -219594.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -219702.484375 Penalty: 1574.678223
	Iteration 14Q: 3 clusters Score -219702.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -219804.031250 Penalty: 1574.678223
	Iteration 15Q: 3 clusters Score -219804 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -219889.468750 Penalty: 1574.678223
	Iteration 16Q: 3 clusters Score -219889.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -219942.343750 Penalty: 1574.678223
	Iteration 17Q: 3 clusters Score -219942.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -219978.140625 Penalty: 1574.678223
	Iteration 18Q: 3 clusters Score -219978.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -220007.546875 Penalty: 1574.678223
	Iteration 19Q: 3 clusters Score -220007.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -220024.578125 Penalty: 1574.678223
	Iteration 20F: 3 clusters Score -220024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -220038.406250 Penalty: 1574.678223
	Iteration 21Q: 3 clusters Score -220038.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -220050.156250 Penalty: 1574.678223
	Iteration 22Q: 3 clusters Score -220050.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -220057.515625 Penalty: 1574.678223
	Iteration 23Q: 3 clusters Score -220057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -220062.140625 Penalty: 1574.678223
	Iteration 24Q: 3 clusters Score -220062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -220064.531250 Penalty: 1574.678223
	Iteration 25Q: 3 clusters Score -220064.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -220068.328125 Penalty: 1574.678223
	Iteration 26Q: 3 clusters Score -220068.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -220072.500000 Penalty: 1574.678223
	Iteration 27Q: 3 clusters Score -220072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -220077.875000 Penalty: 1574.678223
	Iteration 28Q: 3 clusters Score -220077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -220081.515625 Penalty: 1574.678223
	Iteration 29Q: 3 clusters Score -220081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -220083.015625 Penalty: 1574.678223
	Iteration 30Q: 3 clusters Score -220083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -220084.109375 Penalty: 1574.678223
	Iteration 31Q: 3 clusters Score -220084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -220086.125000 Penalty: 1574.678223
	Iteration 32Q: 3 clusters Score -220086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -220088.828125 Penalty: 1574.678223
	Iteration 33Q: 3 clusters Score -220088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -220091.343750 Penalty: 1574.678223
	Iteration 34Q: 3 clusters Score -220091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -220095.375000 Penalty: 1574.678223
	Iteration 35Q: 3 clusters Score -220095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -220097.046875 Penalty: 1574.678223
	Iteration 36Q: 3 clusters Score -220097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -220097.218750 Penalty: 1574.678223
	Iteration 37Q: 3 clusters Score -220097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -220097.687500 Penalty: 1574.678223
	Iteration 38Q: 3 clusters Score -220097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -220099.781250 Penalty: 1574.678223
	Iteration 39Q: 3 clusters Score -220099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -220100.531250 Penalty: 1574.678223
	Iteration 40F: 3 clusters Score -220100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -220101.750000 Penalty: 1574.678223
	Iteration 41Q: 3 clusters Score -220101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -220103.500000 Penalty: 1574.678223
	Iteration 42Q: 3 clusters Score -220103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -220104.093750 Penalty: 1574.678223
	Iteration 43Q: 3 clusters Score -220104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -220108.265625 Penalty: 1574.678223
	Iteration 44Q: 3 clusters Score -220108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -220112.468750 Penalty: 1574.678223
	Iteration 45Q: 3 clusters Score -220112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -220117.109375 Penalty: 1574.678223
	Iteration 46Q: 3 clusters Score -220117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -220120.515625 Penalty: 1574.678223
	Iteration 47Q: 3 clusters Score -220120.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -220122.546875 Penalty: 1574.678223
	Iteration 48Q: 3 clusters Score -220122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -220126.234375 Penalty: 1574.678223
	Iteration 49Q: 3 clusters Score -220126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -220127.421875 Penalty: 1574.678223
	Iteration 50Q: 3 clusters Score -220127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -220128.015625 Penalty: 1574.678223
	Iteration 51Q: 3 clusters Score -220128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -220128.015625 Penalty: 1574.678223
	Iteration 52F: 3 clusters Score -220128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Entering Unmasked Estep 
Score: -692487.812500 Penalty: 899.276367
	Iteration 0F: 2 clusters Score -692487.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -683792.312500 Penalty: 1798.552734
	Iteration 0F: 3 clusters Score -683792.3 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -687075.125000 Penalty: 1798.552734
	Iteration 1F: 3 clusters Score -687075.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -687355.812500 Penalty: 1798.552734
	Iteration 2F: 3 clusters Score -687355.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -687639.187500 Penalty: 1798.552734
	Iteration 3F: 3 clusters Score -687639.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -687998.500000 Penalty: 1798.552734
	Iteration 4F: 3 clusters Score -687998.5 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -688465.125000 Penalty: 1798.552734
	Iteration 5F: 3 clusters Score -688465.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -689040.062500 Penalty: 1798.552734
	Iteration 6F: 3 clusters Score -689040.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -689703.500000 Penalty: 1798.552734
	Iteration 7F: 3 clusters Score -689703.5 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -690375.000000 Penalty: 1798.552734
	Iteration 8F: 3 clusters Score -690375 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -690932.375000 Penalty: 1798.552734
	Iteration 9Q: 3 clusters Score -690932.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -691303.750000 Penalty: 1798.552734
	Iteration 10Q: 3 clusters Score -691303.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -691527.250000 Penalty: 1798.552734
	Iteration 11Q: 3 clusters Score -691527.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -691612.750000 Penalty: 1798.552734
	Iteration 12Q: 3 clusters Score -691612.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -691643.750000 Penalty: 1798.552734
	Iteration 13Q: 3 clusters Score -691643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -691655.375000 Penalty: 1798.552734
	Iteration 14Q: 3 clusters Score -691655.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -691666.125000 Penalty: 1798.552734
	Iteration 15Q: 3 clusters Score -691666.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -691678.312500 Penalty: 1798.552734
	Iteration 16Q: 3 clusters Score -691678.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -691683.937500 Penalty: 1798.552734
	Iteration 17Q: 3 clusters Score -691683.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -691689.750000 Penalty: 1798.552734
	Iteration 18Q: 3 clusters Score -691689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -691692.687500 Penalty: 1798.552734
	Iteration 19Q: 3 clusters Score -691692.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -691698.062500 Penalty: 1798.552734
	Iteration 20F: 3 clusters Score -691698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -691702.812500 Penalty: 1798.552734
	Iteration 21Q: 3 clusters Score -691702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -691708.562500 Penalty: 1798.552734
	Iteration 22Q: 3 clusters Score -691708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -691712.687500 Penalty: 1798.552734
	Iteration 23Q: 3 clusters Score -691712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -691720.187500 Penalty: 1798.552734
	Iteration 24Q: 3 clusters Score -691720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -691721.625000 Penalty: 1798.552734
	Iteration 25Q: 3 clusters Score -691721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -691721.625000 Penalty: 1798.552734
	Iteration 26F: 3 clusters Score -691721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Entering Unmasked Estep 
Score: -4468709.500000 Penalty: 1075.416870
	Iteration 0F: 2 clusters Score -4468710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -4413717.500000 Penalty: 2150.833740
	Iteration 0F: 3 clusters Score -4413718 nChanged 39621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -4437869.000000 Penalty: 2150.833740
	Iteration 1F: 3 clusters Score -4437869 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -4440188.500000 Penalty: 2150.833740
	Iteration 2F: 3 clusters Score -4440188 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -4443759.000000 Penalty: 2150.833740
	Iteration 3F: 3 clusters Score -4443759 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -4448386.500000 Penalty: 2150.833740
	Iteration 4F: 3 clusters Score -4448386 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -4453094.500000 Penalty: 2150.833740
	Iteration 5F: 3 clusters Score -4453094 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -4457134.500000 Penalty: 2150.833740
	Iteration 6F: 3 clusters Score -4457134 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -4460450.500000 Penalty: 2150.833740
	Iteration 7F: 3 clusters Score -4460450 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -4463358.000000 Penalty: 2150.833740
	Iteration 8Q: 3 clusters Score -4463358 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -4465843.000000 Penalty: 2150.833740
	Iteration 9Q: 3 clusters Score -4465843 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -4467652.500000 Penalty: 2150.833740
	Iteration 10Q: 3 clusters Score -4467652 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -4468744.000000 Penalty: 2150.833740
	Iteration 11Q: 3 clusters Score -4468744 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -4469387.500000 Penalty: 2150.833740
	Iteration 12Q: 3 clusters Score -4469388 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -4469798.000000 Penalty: 2150.833740
	Iteration 13Q: 3 clusters Score -4469798 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -4470138.500000 Penalty: 2150.833740
	Iteration 14Q: 3 clusters Score -4470138 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -4470545.000000 Penalty: 2150.833740
	Iteration 15Q: 3 clusters Score -4470545 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -4470977.500000 Penalty: 2150.833740
	Iteration 16Q: 3 clusters Score -4470978 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -4471315.500000 Penalty: 2150.833740
	Iteration 17Q: 3 clusters Score -4471316 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -4471513.500000 Penalty: 2150.833740
	Iteration 18Q: 3 clusters Score -4471514 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -4471562.000000 Penalty: 2150.833740
	Iteration 19Q: 3 clusters Score -4471562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -4471579.500000 Penalty: 2150.833740
	Iteration 20F: 3 clusters Score -4471580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -4471593.500000 Penalty: 2150.833740
	Iteration 21Q: 3 clusters Score -4471594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -4471602.500000 Penalty: 2150.833740
	Iteration 22Q: 3 clusters Score -4471602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -4471597.000000 Penalty: 2150.833740
	Iteration 23Q: 3 clusters Score -4471597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -4471602.500000 Penalty: 2150.833740
	Iteration 24Q: 3 clusters Score -4471602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -4471597.500000 Penalty: 2150.833740
	Iteration 25Q: 3 clusters Score -4471598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -4471598.500000 Penalty: 2150.833740
	Iteration 26Q: 3 clusters Score -4471598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -4471595.500000 Penalty: 2150.833740
	Iteration 27Q: 3 clusters Score -4471596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -4471596.500000 Penalty: 2150.833740
	Iteration 28Q: 3 clusters Score -4471596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -4471600.000000 Penalty: 2150.833740
	Iteration 29Q: 3 clusters Score -4471600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -4471600.000000 Penalty: 2150.833740
	Iteration 30F: 3 clusters Score -4471600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 26516 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 32036 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 3912 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 14670 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 24046 members 
Mstep: Class 16 contains 13745 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 29059 members 
Mstep: Class 19 contains 7978 members 
Mstep: Class 20 contains 135255 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 292336 members 
Mstep: Class 25 contains 78557 members 
Entering Unmasked Estep 
Score: -38626084.000000 Penalty: 32088.166016
Splitting cluster 10 changes total score from -38623400.000000 to -38626084.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -144831.593750 Penalty: 768.559082
	Iteration 0F: 2 clusters Score -144831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -142395.062500 Penalty: 1537.118164
	Iteration 0F: 3 clusters Score -142395.1 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -143298.203125 Penalty: 1537.118164
	Iteration 1F: 3 clusters Score -143298.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -143637.421875 Penalty: 1537.118164
	Iteration 2F: 3 clusters Score -143637.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -143861.625000 Penalty: 1537.118164
	Iteration 3F: 3 clusters Score -143861.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -144000.765625 Penalty: 1537.118164
	Iteration 4F: 3 clusters Score -144000.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -144077.125000 Penalty: 1537.118164
	Iteration 5Q: 3 clusters Score -144077.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -144137.546875 Penalty: 1537.118164
	Iteration 6Q: 3 clusters Score -144137.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -144187.000000 Penalty: 1537.118164
	Iteration 7Q: 3 clusters Score -144187 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -144220.687500 Penalty: 1537.118164
	Iteration 8Q: 3 clusters Score -144220.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -144253.062500 Penalty: 1537.118164
	Iteration 9Q: 3 clusters Score -144253.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -144280.656250 Penalty: 1537.118164
	Iteration 10Q: 3 clusters Score -144280.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -144305.562500 Penalty: 1537.118164
	Iteration 11Q: 3 clusters Score -144305.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -144327.625000 Penalty: 1537.118164
	Iteration 12Q: 3 clusters Score -144327.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -144341.750000 Penalty: 1537.118164
	Iteration 13Q: 3 clusters Score -144341.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -144356.531250 Penalty: 1537.118164
	Iteration 14Q: 3 clusters Score -144356.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -144377.265625 Penalty: 1537.118164
	Iteration 15Q: 3 clusters Score -144377.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -144409.234375 Penalty: 1537.118164
	Iteration 16Q: 3 clusters Score -144409.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -144437.078125 Penalty: 1537.118164
	Iteration 17Q: 3 clusters Score -144437.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -144456.859375 Penalty: 1537.118164
	Iteration 18Q: 3 clusters Score -144456.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144479.515625 Penalty: 1537.118164
	Iteration 19Q: 3 clusters Score -144479.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -144524.921875 Penalty: 1537.118164
	Iteration 20F: 3 clusters Score -144524.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -144560.562500 Penalty: 1537.118164
	Iteration 21Q: 3 clusters Score -144560.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -144587.718750 Penalty: 1537.118164
	Iteration 22Q: 3 clusters Score -144587.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144603.328125 Penalty: 1537.118164
	Iteration 23Q: 3 clusters Score -144603.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -144611.828125 Penalty: 1537.118164
	Iteration 24Q: 3 clusters Score -144611.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -144617.812500 Penalty: 1537.118164
	Iteration 25Q: 3 clusters Score -144617.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -144623.203125 Penalty: 1537.118164
	Iteration 26Q: 3 clusters Score -144623.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -144628.734375 Penalty: 1537.118164
	Iteration 27Q: 3 clusters Score -144628.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -144632.187500 Penalty: 1537.118164
	Iteration 28Q: 3 clusters Score -144632.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -144634.156250 Penalty: 1537.118164
	Iteration 29Q: 3 clusters Score -144634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -144635.890625 Penalty: 1537.118164
	Iteration 30Q: 3 clusters Score -144635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -144638.156250 Penalty: 1537.118164
	Iteration 31Q: 3 clusters Score -144638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -144639.343750 Penalty: 1537.118164
	Iteration 32Q: 3 clusters Score -144639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -144640.671875 Penalty: 1537.118164
	Iteration 33Q: 3 clusters Score -144640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -144640.671875 Penalty: 1537.118164
	Iteration 34Q: 3 clusters Score -144640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -144641.375000 Penalty: 1537.118164
	Iteration 35Q: 3 clusters Score -144641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144642.203125 Penalty: 1537.118164
	Iteration 36Q: 3 clusters Score -144642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -144642.640625 Penalty: 1537.118164
	Iteration 37Q: 3 clusters Score -144642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -144642.765625 Penalty: 1537.118164
	Iteration 38Q: 3 clusters Score -144642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -144642.765625 Penalty: 1537.118164
	Iteration 39F: 3 clusters Score -144642.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Entering Unmasked Estep 
Score: -840293.375000 Penalty: 911.388245
	Iteration 0F: 2 clusters Score -840293.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -830455.437500 Penalty: 1822.776489
	Iteration 0F: 3 clusters Score -830455.4 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -834345.937500 Penalty: 1822.776489
	Iteration 1F: 3 clusters Score -834345.9 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -835020.000000 Penalty: 1822.776489
	Iteration 2F: 3 clusters Score -835020 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -835732.250000 Penalty: 1822.776489
	Iteration 3F: 3 clusters Score -835732.2 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -836395.000000 Penalty: 1822.776489
	Iteration 4F: 3 clusters Score -836395 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -836934.875000 Penalty: 1822.776489
	Iteration 5F: 3 clusters Score -836934.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -837356.187500 Penalty: 1822.776489
	Iteration 6Q: 3 clusters Score -837356.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -837756.687500 Penalty: 1822.776489
	Iteration 7Q: 3 clusters Score -837756.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -838134.625000 Penalty: 1822.776489
	Iteration 8Q: 3 clusters Score -838134.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -838451.625000 Penalty: 1822.776489
	Iteration 9Q: 3 clusters Score -838451.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -838726.187500 Penalty: 1822.776489
	Iteration 10Q: 3 clusters Score -838726.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -838980.437500 Penalty: 1822.776489
	Iteration 11Q: 3 clusters Score -838980.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -839155.687500 Penalty: 1822.776489
	Iteration 12Q: 3 clusters Score -839155.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -839286.000000 Penalty: 1822.776489
	Iteration 13Q: 3 clusters Score -839286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -839376.812500 Penalty: 1822.776489
	Iteration 14Q: 3 clusters Score -839376.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -839434.375000 Penalty: 1822.776489
	Iteration 15Q: 3 clusters Score -839434.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -839466.437500 Penalty: 1822.776489
	Iteration 16Q: 3 clusters Score -839466.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -839496.500000 Penalty: 1822.776489
	Iteration 17Q: 3 clusters Score -839496.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -839515.750000 Penalty: 1822.776489
	Iteration 18Q: 3 clusters Score -839515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -839527.562500 Penalty: 1822.776489
	Iteration 19Q: 3 clusters Score -839527.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -839538.437500 Penalty: 1822.776489
	Iteration 20F: 3 clusters Score -839538.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -839543.125000 Penalty: 1822.776489
	Iteration 21Q: 3 clusters Score -839543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -839542.750000 Penalty: 1822.776489
	Iteration 22Q: 3 clusters Score -839542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -839545.500000 Penalty: 1822.776489
	Iteration 23Q: 3 clusters Score -839545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -839545.812500 Penalty: 1822.776489
	Iteration 24Q: 3 clusters Score -839545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -839546.687500 Penalty: 1822.776489
	Iteration 25Q: 3 clusters Score -839546.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -839548.312500 Penalty: 1822.776489
	Iteration 26Q: 3 clusters Score -839548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -839551.687500 Penalty: 1822.776489
	Iteration 27Q: 3 clusters Score -839551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -839552.375000 Penalty: 1822.776489
	Iteration 28Q: 3 clusters Score -839552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -839557.125000 Penalty: 1822.776489
	Iteration 29Q: 3 clusters Score -839557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -839556.562500 Penalty: 1822.776489
	Iteration 30Q: 3 clusters Score -839556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -839556.437500 Penalty: 1822.776489
	Iteration 31Q: 3 clusters Score -839556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -839558.187500 Penalty: 1822.776489
	Iteration 32Q: 3 clusters Score -839558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -839558.187500 Penalty: 1822.776489
	Iteration 33F: 3 clusters Score -839558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -119067.843750 Penalty: 730.185425
	Iteration 0F: 2 clusters Score -119067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -117248.953125 Penalty: 1460.370850
	Iteration 0F: 3 clusters Score -117249 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -117789.828125 Penalty: 1460.370850
	Iteration 1F: 3 clusters Score -117789.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -117980.226562 Penalty: 1460.370850
	Iteration 2F: 3 clusters Score -117980.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -118134.195312 Penalty: 1460.370850
	Iteration 3F: 3 clusters Score -118134.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -118262.382812 Penalty: 1460.370850
	Iteration 4F: 3 clusters Score -118262.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -118392.648438 Penalty: 1460.370850
	Iteration 5F: 3 clusters Score -118392.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -118485.671875 Penalty: 1460.370850
	Iteration 6Q: 3 clusters Score -118485.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -118533.398438 Penalty: 1460.370850
	Iteration 7Q: 3 clusters Score -118533.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -118562.281250 Penalty: 1460.370850
	Iteration 8Q: 3 clusters Score -118562.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -118577.015625 Penalty: 1460.370850
	Iteration 9Q: 3 clusters Score -118577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -118583.578125 Penalty: 1460.370850
	Iteration 10Q: 3 clusters Score -118583.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -118587.218750 Penalty: 1460.370850
	Iteration 11Q: 3 clusters Score -118587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -118589.695312 Penalty: 1460.370850
	Iteration 12Q: 3 clusters Score -118589.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -118591.250000 Penalty: 1460.370850
	Iteration 13Q: 3 clusters Score -118591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -118592.093750 Penalty: 1460.370850
	Iteration 14Q: 3 clusters Score -118592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -118593.117188 Penalty: 1460.370850
	Iteration 15Q: 3 clusters Score -118593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -118593.843750 Penalty: 1460.370850
	Iteration 16Q: 3 clusters Score -118593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -118594.203125 Penalty: 1460.370850
	Iteration 17Q: 3 clusters Score -118594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -118594.632812 Penalty: 1460.370850
	Iteration 18Q: 3 clusters Score -118594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -118595.109375 Penalty: 1460.370850
	Iteration 19Q: 3 clusters Score -118595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -118595.109375 Penalty: 1460.370850
	Iteration 20F: 3 clusters Score -118595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Entering Unmasked Estep 
Score: -237181.000000 Penalty: 806.903381
	Iteration 0F: 2 clusters Score -237181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -233710.640625 Penalty: 1613.806763
	Iteration 0F: 3 clusters Score -233710.6 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -235000.625000 Penalty: 1613.806763
	Iteration 1F: 3 clusters Score -235000.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -235452.046875 Penalty: 1613.806763
	Iteration 2F: 3 clusters Score -235452 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -235867.953125 Penalty: 1613.806763
	Iteration 3F: 3 clusters Score -235868 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -236185.500000 Penalty: 1613.806763
	Iteration 4F: 3 clusters Score -236185.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -236403.828125 Penalty: 1613.806763
	Iteration 5F: 3 clusters Score -236403.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -236563.421875 Penalty: 1613.806763
	Iteration 6Q: 3 clusters Score -236563.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -236648.781250 Penalty: 1613.806763
	Iteration 7Q: 3 clusters Score -236648.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -236686.828125 Penalty: 1613.806763
	Iteration 8Q: 3 clusters Score -236686.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -236709.375000 Penalty: 1613.806763
	Iteration 9Q: 3 clusters Score -236709.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -236727.921875 Penalty: 1613.806763
	Iteration 10Q: 3 clusters Score -236727.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -236741.609375 Penalty: 1613.806763
	Iteration 11Q: 3 clusters Score -236741.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -236756.093750 Penalty: 1613.806763
	Iteration 12Q: 3 clusters Score -236756.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -236767.671875 Penalty: 1613.806763
	Iteration 13Q: 3 clusters Score -236767.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -236784.828125 Penalty: 1613.806763
	Iteration 14Q: 3 clusters Score -236784.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -236801.421875 Penalty: 1613.806763
	Iteration 15Q: 3 clusters Score -236801.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -236818.968750 Penalty: 1613.806763
	Iteration 16Q: 3 clusters Score -236819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -236835.781250 Penalty: 1613.806763
	Iteration 17Q: 3 clusters Score -236835.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -236845.578125 Penalty: 1613.806763
	Iteration 18Q: 3 clusters Score -236845.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -236850.734375 Penalty: 1613.806763
	Iteration 19Q: 3 clusters Score -236850.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -236854.562500 Penalty: 1613.806763
	Iteration 20F: 3 clusters Score -236854.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -236857.843750 Penalty: 1613.806763
	Iteration 21Q: 3 clusters Score -236857.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -236862.578125 Penalty: 1613.806763
	Iteration 22Q: 3 clusters Score -236862.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -236866.250000 Penalty: 1613.806763
	Iteration 23Q: 3 clusters Score -236866.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -236873.140625 Penalty: 1613.806763
	Iteration 24Q: 3 clusters Score -236873.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -236878.437500 Penalty: 1613.806763
	Iteration 25Q: 3 clusters Score -236878.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -236881.906250 Penalty: 1613.806763
	Iteration 26Q: 3 clusters Score -236881.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -236884.062500 Penalty: 1613.806763
	Iteration 27Q: 3 clusters Score -236884.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -236885.531250 Penalty: 1613.806763
	Iteration 28Q: 3 clusters Score -236885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -236887.156250 Penalty: 1613.806763
	Iteration 29Q: 3 clusters Score -236887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -236887.968750 Penalty: 1613.806763
	Iteration 30Q: 3 clusters Score -236888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -236889.312500 Penalty: 1613.806763
	Iteration 31Q: 3 clusters Score -236889.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -236890.390625 Penalty: 1613.806763
	Iteration 32Q: 3 clusters Score -236890.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -236890.984375 Penalty: 1613.806763
	Iteration 33Q: 3 clusters Score -236891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -236893.656250 Penalty: 1613.806763
	Iteration 34Q: 3 clusters Score -236893.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -236895.281250 Penalty: 1613.806763
	Iteration 35Q: 3 clusters Score -236895.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -236896.765625 Penalty: 1613.806763
	Iteration 36Q: 3 clusters Score -236896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -236898.187500 Penalty: 1613.806763
	Iteration 37Q: 3 clusters Score -236898.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -236899.437500 Penalty: 1613.806763
	Iteration 38Q: 3 clusters Score -236899.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -236901.906250 Penalty: 1613.806763
	Iteration 39Q: 3 clusters Score -236901.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -236904.187500 Penalty: 1613.806763
	Iteration 40F: 3 clusters Score -236904.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -236905.859375 Penalty: 1613.806763
	Iteration 41Q: 3 clusters Score -236905.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -236908.578125 Penalty: 1613.806763
	Iteration 42Q: 3 clusters Score -236908.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -236910.812500 Penalty: 1613.806763
	Iteration 43Q: 3 clusters Score -236910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -236912.546875 Penalty: 1613.806763
	Iteration 44Q: 3 clusters Score -236912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -236913.453125 Penalty: 1613.806763
	Iteration 45Q: 3 clusters Score -236913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -236913.906250 Penalty: 1613.806763
	Iteration 46Q: 3 clusters Score -236913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -236913.703125 Penalty: 1613.806763
	Iteration 47Q: 3 clusters Score -236913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -236913.703125 Penalty: 1613.806763
	Iteration 48F: 3 clusters Score -236913.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Entering Unmasked Estep 
Score: -1295756.500000 Penalty: 958.333740
	Iteration 0F: 2 clusters Score -1295756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1279603.000000 Penalty: 1916.667480
	Iteration 0F: 3 clusters Score -1279603 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1286181.750000 Penalty: 1916.667480
	Iteration 1F: 3 clusters Score -1286182 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1286823.250000 Penalty: 1916.667480
	Iteration 2F: 3 clusters Score -1286823 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1287484.750000 Penalty: 1916.667480
	Iteration 3F: 3 clusters Score -1287485 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1288139.500000 Penalty: 1916.667480
	Iteration 4F: 3 clusters Score -1288140 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1288715.125000 Penalty: 1916.667480
	Iteration 5F: 3 clusters Score -1288715 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1289241.000000 Penalty: 1916.667480
	Iteration 6Q: 3 clusters Score -1289241 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1289748.875000 Penalty: 1916.667480
	Iteration 7Q: 3 clusters Score -1289749 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1290259.375000 Penalty: 1916.667480
	Iteration 8Q: 3 clusters Score -1290259 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1290733.125000 Penalty: 1916.667480
	Iteration 9Q: 3 clusters Score -1290733 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1291144.625000 Penalty: 1916.667480
	Iteration 10Q: 3 clusters Score -1291145 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1291495.500000 Penalty: 1916.667480
	Iteration 11Q: 3 clusters Score -1291496 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1291742.000000 Penalty: 1916.667480
	Iteration 12Q: 3 clusters Score -1291742 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1291936.625000 Penalty: 1916.667480
	Iteration 13Q: 3 clusters Score -1291937 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1292100.125000 Penalty: 1916.667480
	Iteration 14Q: 3 clusters Score -1292100 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1292243.125000 Penalty: 1916.667480
	Iteration 15Q: 3 clusters Score -1292243 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1292398.500000 Penalty: 1916.667480
	Iteration 16Q: 3 clusters Score -1292398 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1292565.250000 Penalty: 1916.667480
	Iteration 17Q: 3 clusters Score -1292565 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1292726.125000 Penalty: 1916.667480
	Iteration 18Q: 3 clusters Score -1292726 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1292885.250000 Penalty: 1916.667480
	Iteration 19Q: 3 clusters Score -1292885 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1293025.500000 Penalty: 1916.667480
	Iteration 20F: 3 clusters Score -1293026 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1293147.875000 Penalty: 1916.667480
	Iteration 21Q: 3 clusters Score -1293148 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1293262.125000 Penalty: 1916.667480
	Iteration 22Q: 3 clusters Score -1293262 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1293347.625000 Penalty: 1916.667480
	Iteration 23Q: 3 clusters Score -1293348 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1293436.375000 Penalty: 1916.667480
	Iteration 24Q: 3 clusters Score -1293436 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1293508.875000 Penalty: 1916.667480
	Iteration 25Q: 3 clusters Score -1293509 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1293579.000000 Penalty: 1916.667480
	Iteration 26Q: 3 clusters Score -1293579 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1293647.375000 Penalty: 1916.667480
	Iteration 27Q: 3 clusters Score -1293647 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1293717.625000 Penalty: 1916.667480
	Iteration 28Q: 3 clusters Score -1293718 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1293779.000000 Penalty: 1916.667480
	Iteration 29Q: 3 clusters Score -1293779 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1293828.875000 Penalty: 1916.667480
	Iteration 30Q: 3 clusters Score -1293829 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1293861.250000 Penalty: 1916.667480
	Iteration 31Q: 3 clusters Score -1293861 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1293882.125000 Penalty: 1916.667480
	Iteration 32Q: 3 clusters Score -1293882 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1293908.500000 Penalty: 1916.667480
	Iteration 33Q: 3 clusters Score -1293908 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1293920.125000 Penalty: 1916.667480
	Iteration 34Q: 3 clusters Score -1293920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1293935.875000 Penalty: 1916.667480
	Iteration 35Q: 3 clusters Score -1293936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1293952.375000 Penalty: 1916.667480
	Iteration 36Q: 3 clusters Score -1293952 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1293962.500000 Penalty: 1916.667480
	Iteration 37Q: 3 clusters Score -1293962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1293977.750000 Penalty: 1916.667480
	Iteration 38Q: 3 clusters Score -1293978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1293988.000000 Penalty: 1916.667480
	Iteration 39Q: 3 clusters Score -1293988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1293996.750000 Penalty: 1916.667480
	Iteration 40F: 3 clusters Score -1293997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1294010.750000 Penalty: 1916.667480
	Iteration 41Q: 3 clusters Score -1294011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1294024.000000 Penalty: 1916.667480
	Iteration 42Q: 3 clusters Score -1294024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1294039.000000 Penalty: 1916.667480
	Iteration 43Q: 3 clusters Score -1294039 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1294055.250000 Penalty: 1916.667480
	Iteration 44Q: 3 clusters Score -1294055 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1294066.750000 Penalty: 1916.667480
	Iteration 45Q: 3 clusters Score -1294067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1294076.625000 Penalty: 1916.667480
	Iteration 46Q: 3 clusters Score -1294077 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1294096.375000 Penalty: 1916.667480
	Iteration 47Q: 3 clusters Score -1294096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1294115.125000 Penalty: 1916.667480
	Iteration 48Q: 3 clusters Score -1294115 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1294142.625000 Penalty: 1916.667480
	Iteration 49Q: 3 clusters Score -1294143 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1294169.750000 Penalty: 1916.667480
	Iteration 50Q: 3 clusters Score -1294170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1294189.875000 Penalty: 1916.667480
	Iteration 51Q: 3 clusters Score -1294190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1294226.125000 Penalty: 1916.667480
	Iteration 52Q: 3 clusters Score -1294226 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1294264.250000 Penalty: 1916.667480
	Iteration 53Q: 3 clusters Score -1294264 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1294288.875000 Penalty: 1916.667480
	Iteration 54Q: 3 clusters Score -1294289 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1294317.375000 Penalty: 1916.667480
	Iteration 55Q: 3 clusters Score -1294317 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1294358.625000 Penalty: 1916.667480
	Iteration 56Q: 3 clusters Score -1294359 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1294389.500000 Penalty: 1916.667480
	Iteration 57Q: 3 clusters Score -1294390 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1294422.375000 Penalty: 1916.667480
	Iteration 58Q: 3 clusters Score -1294422 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1294450.750000 Penalty: 1916.667480
	Iteration 59Q: 3 clusters Score -1294451 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1294480.875000 Penalty: 1916.667480
	Iteration 60F: 3 clusters Score -1294481 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1294517.375000 Penalty: 1916.667480
	Iteration 61Q: 3 clusters Score -1294517 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1294547.000000 Penalty: 1916.667480
	Iteration 62Q: 3 clusters Score -1294547 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1294581.500000 Penalty: 1916.667480
	Iteration 63Q: 3 clusters Score -1294582 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1294615.250000 Penalty: 1916.667480
	Iteration 64Q: 3 clusters Score -1294615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1294651.875000 Penalty: 1916.667480
	Iteration 65Q: 3 clusters Score -1294652 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1294681.500000 Penalty: 1916.667480
	Iteration 66Q: 3 clusters Score -1294682 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1294708.625000 Penalty: 1916.667480
	Iteration 67Q: 3 clusters Score -1294709 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1294743.375000 Penalty: 1916.667480
	Iteration 68Q: 3 clusters Score -1294743 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1294771.500000 Penalty: 1916.667480
	Iteration 69Q: 3 clusters Score -1294772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1294792.625000 Penalty: 1916.667480
	Iteration 70Q: 3 clusters Score -1294793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1294813.000000 Penalty: 1916.667480
	Iteration 71Q: 3 clusters Score -1294813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1294831.000000 Penalty: 1916.667480
	Iteration 72Q: 3 clusters Score -1294831 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1294847.750000 Penalty: 1916.667480
	Iteration 73Q: 3 clusters Score -1294848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1294867.000000 Penalty: 1916.667480
	Iteration 74Q: 3 clusters Score -1294867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1294881.625000 Penalty: 1916.667480
	Iteration 75Q: 3 clusters Score -1294882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1294895.750000 Penalty: 1916.667480
	Iteration 76Q: 3 clusters Score -1294896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1294905.000000 Penalty: 1916.667480
	Iteration 77Q: 3 clusters Score -1294905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1294910.875000 Penalty: 1916.667480
	Iteration 78Q: 3 clusters Score -1294911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1294913.750000 Penalty: 1916.667480
	Iteration 79Q: 3 clusters Score -1294914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1294922.000000 Penalty: 1916.667480
	Iteration 80F: 3 clusters Score -1294922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1294925.000000 Penalty: 1916.667480
	Iteration 81Q: 3 clusters Score -1294925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1294929.000000 Penalty: 1916.667480
	Iteration 82Q: 3 clusters Score -1294929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1294935.375000 Penalty: 1916.667480
	Iteration 83Q: 3 clusters Score -1294935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1294938.250000 Penalty: 1916.667480
	Iteration 84Q: 3 clusters Score -1294938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1294942.500000 Penalty: 1916.667480
	Iteration 85Q: 3 clusters Score -1294942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1294948.500000 Penalty: 1916.667480
	Iteration 86Q: 3 clusters Score -1294948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1294956.750000 Penalty: 1916.667480
	Iteration 87Q: 3 clusters Score -1294957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1294963.875000 Penalty: 1916.667480
	Iteration 88Q: 3 clusters Score -1294964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1294970.625000 Penalty: 1916.667480
	Iteration 89Q: 3 clusters Score -1294971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1294975.125000 Penalty: 1916.667480
	Iteration 90Q: 3 clusters Score -1294975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1294978.875000 Penalty: 1916.667480
	Iteration 91Q: 3 clusters Score -1294979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1294985.625000 Penalty: 1916.667480
	Iteration 92Q: 3 clusters Score -1294986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1294992.750000 Penalty: 1916.667480
	Iteration 93Q: 3 clusters Score -1294993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1294999.500000 Penalty: 1916.667480
	Iteration 94Q: 3 clusters Score -1295000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1294999.875000 Penalty: 1916.667480
	Iteration 95Q: 3 clusters Score -1295000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1295005.375000 Penalty: 1916.667480
	Iteration 96Q: 3 clusters Score -1295005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1295007.000000 Penalty: 1916.667480
	Iteration 97Q: 3 clusters Score -1295007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1295009.375000 Penalty: 1916.667480
	Iteration 98Q: 3 clusters Score -1295009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1295009.875000 Penalty: 1916.667480
	Iteration 99Q: 3 clusters Score -1295010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1295011.250000 Penalty: 1916.667480
	Iteration 100F: 3 clusters Score -1295011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1295012.500000 Penalty: 1916.667480
	Iteration 101Q: 3 clusters Score -1295012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1295013.125000 Penalty: 1916.667480
	Iteration 102Q: 3 clusters Score -1295013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1295013.625000 Penalty: 1916.667480
	Iteration 103Q: 3 clusters Score -1295014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1295017.000000 Penalty: 1916.667480
	Iteration 104Q: 3 clusters Score -1295017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1295018.500000 Penalty: 1916.667480
	Iteration 105Q: 3 clusters Score -1295018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1295019.375000 Penalty: 1916.667480
	Iteration 106Q: 3 clusters Score -1295019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1295019.000000 Penalty: 1916.667480
	Iteration 107Q: 3 clusters Score -1295019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1295020.625000 Penalty: 1916.667480
	Iteration 108Q: 3 clusters Score -1295021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1295020.500000 Penalty: 1916.667480
	Iteration 109Q: 3 clusters Score -1295020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1295020.125000 Penalty: 1916.667480
	Iteration 110Q: 3 clusters Score -1295020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1295022.625000 Penalty: 1916.667480
	Iteration 111Q: 3 clusters Score -1295023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1295022.625000 Penalty: 1916.667480
	Iteration 112Q: 3 clusters Score -1295023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1295022.125000 Penalty: 1916.667480
	Iteration 113Q: 3 clusters Score -1295022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1295022.125000 Penalty: 1916.667480
	Iteration 114F: 3 clusters Score -1295022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Entering Unmasked Estep 
Score: -656341.250000 Penalty: 905.200867
	Iteration 0F: 2 clusters Score -656341.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -646979.250000 Penalty: 1810.401733
	Iteration 0F: 3 clusters Score -646979.2 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -650594.000000 Penalty: 1810.401733
	Iteration 1F: 3 clusters Score -650594 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -651039.875000 Penalty: 1810.401733
	Iteration 2F: 3 clusters Score -651039.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -651657.750000 Penalty: 1810.401733
	Iteration 3F: 3 clusters Score -651657.8 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -652312.875000 Penalty: 1810.401733
	Iteration 4F: 3 clusters Score -652312.9 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -652929.500000 Penalty: 1810.401733
	Iteration 5F: 3 clusters Score -652929.5 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -653455.687500 Penalty: 1810.401733
	Iteration 6F: 3 clusters Score -653455.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -653894.000000 Penalty: 1810.401733
	Iteration 7F: 3 clusters Score -653894 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -654207.437500 Penalty: 1810.401733
	Iteration 8Q: 3 clusters Score -654207.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -654435.500000 Penalty: 1810.401733
	Iteration 9Q: 3 clusters Score -654435.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -654618.937500 Penalty: 1810.401733
	Iteration 10Q: 3 clusters Score -654618.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -654752.750000 Penalty: 1810.401733
	Iteration 11Q: 3 clusters Score -654752.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -654836.375000 Penalty: 1810.401733
	Iteration 12Q: 3 clusters Score -654836.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -654887.250000 Penalty: 1810.401733
	Iteration 13Q: 3 clusters Score -654887.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -654924.000000 Penalty: 1810.401733
	Iteration 14Q: 3 clusters Score -654924 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -654956.187500 Penalty: 1810.401733
	Iteration 15Q: 3 clusters Score -654956.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -654983.750000 Penalty: 1810.401733
	Iteration 16Q: 3 clusters Score -654983.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -655007.125000 Penalty: 1810.401733
	Iteration 17Q: 3 clusters Score -655007.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -655035.437500 Penalty: 1810.401733
	Iteration 18Q: 3 clusters Score -655035.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -655063.875000 Penalty: 1810.401733
	Iteration 19Q: 3 clusters Score -655063.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -655096.625000 Penalty: 1810.401733
	Iteration 20F: 3 clusters Score -655096.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -655132.312500 Penalty: 1810.401733
	Iteration 21Q: 3 clusters Score -655132.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -655173.500000 Penalty: 1810.401733
	Iteration 22Q: 3 clusters Score -655173.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -655204.250000 Penalty: 1810.401733
	Iteration 23Q: 3 clusters Score -655204.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -655233.812500 Penalty: 1810.401733
	Iteration 24Q: 3 clusters Score -655233.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -655254.875000 Penalty: 1810.401733
	Iteration 25Q: 3 clusters Score -655254.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -655280.000000 Penalty: 1810.401733
	Iteration 26Q: 3 clusters Score -655280 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -655296.375000 Penalty: 1810.401733
	Iteration 27Q: 3 clusters Score -655296.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -655316.062500 Penalty: 1810.401733
	Iteration 28Q: 3 clusters Score -655316.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -655337.125000 Penalty: 1810.401733
	Iteration 29Q: 3 clusters Score -655337.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -655355.562500 Penalty: 1810.401733
	Iteration 30Q: 3 clusters Score -655355.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -655376.187500 Penalty: 1810.401733
	Iteration 31Q: 3 clusters Score -655376.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -655387.937500 Penalty: 1810.401733
	Iteration 32Q: 3 clusters Score -655387.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -655398.687500 Penalty: 1810.401733
	Iteration 33Q: 3 clusters Score -655398.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -655413.437500 Penalty: 1810.401733
	Iteration 34Q: 3 clusters Score -655413.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -655424.687500 Penalty: 1810.401733
	Iteration 35Q: 3 clusters Score -655424.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -655435.125000 Penalty: 1810.401733
	Iteration 36Q: 3 clusters Score -655435.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -655445.937500 Penalty: 1810.401733
	Iteration 37Q: 3 clusters Score -655445.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -655454.062500 Penalty: 1810.401733
	Iteration 38Q: 3 clusters Score -655454.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -655459.750000 Penalty: 1810.401733
	Iteration 39Q: 3 clusters Score -655459.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -655464.062500 Penalty: 1810.401733
	Iteration 40F: 3 clusters Score -655464.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -655467.062500 Penalty: 1810.401733
	Iteration 41Q: 3 clusters Score -655467.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -655475.687500 Penalty: 1810.401733
	Iteration 42Q: 3 clusters Score -655475.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -655480.437500 Penalty: 1810.401733
	Iteration 43Q: 3 clusters Score -655480.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -655487.437500 Penalty: 1810.401733
	Iteration 44Q: 3 clusters Score -655487.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -655495.937500 Penalty: 1810.401733
	Iteration 45Q: 3 clusters Score -655495.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -655502.687500 Penalty: 1810.401733
	Iteration 46Q: 3 clusters Score -655502.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -655509.000000 Penalty: 1810.401733
	Iteration 47Q: 3 clusters Score -655509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -655518.875000 Penalty: 1810.401733
	Iteration 48Q: 3 clusters Score -655518.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -655530.062500 Penalty: 1810.401733
	Iteration 49Q: 3 clusters Score -655530.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -655540.937500 Penalty: 1810.401733
	Iteration 50Q: 3 clusters Score -655540.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -655551.062500 Penalty: 1810.401733
	Iteration 51Q: 3 clusters Score -655551.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -655561.500000 Penalty: 1810.401733
	Iteration 52Q: 3 clusters Score -655561.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -655568.625000 Penalty: 1810.401733
	Iteration 53Q: 3 clusters Score -655568.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -655575.937500 Penalty: 1810.401733
	Iteration 54Q: 3 clusters Score -655575.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -655591.000000 Penalty: 1810.401733
	Iteration 55Q: 3 clusters Score -655591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -655599.000000 Penalty: 1810.401733
	Iteration 56Q: 3 clusters Score -655599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -655605.437500 Penalty: 1810.401733
	Iteration 57Q: 3 clusters Score -655605.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -655612.937500 Penalty: 1810.401733
	Iteration 58Q: 3 clusters Score -655612.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -655620.687500 Penalty: 1810.401733
	Iteration 59Q: 3 clusters Score -655620.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -655630.187500 Penalty: 1810.401733
	Iteration 60F: 3 clusters Score -655630.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -655642.500000 Penalty: 1810.401733
	Iteration 61Q: 3 clusters Score -655642.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -655658.500000 Penalty: 1810.401733
	Iteration 62Q: 3 clusters Score -655658.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -655668.750000 Penalty: 1810.401733
	Iteration 63Q: 3 clusters Score -655668.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -655680.000000 Penalty: 1810.401733
	Iteration 64Q: 3 clusters Score -655680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -655692.812500 Penalty: 1810.401733
	Iteration 65Q: 3 clusters Score -655692.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -655701.875000 Penalty: 1810.401733
	Iteration 66Q: 3 clusters Score -655701.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -655707.312500 Penalty: 1810.401733
	Iteration 67Q: 3 clusters Score -655707.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -655711.812500 Penalty: 1810.401733
	Iteration 68Q: 3 clusters Score -655711.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -655716.500000 Penalty: 1810.401733
	Iteration 69Q: 3 clusters Score -655716.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -655718.625000 Penalty: 1810.401733
	Iteration 70Q: 3 clusters Score -655718.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -655723.312500 Penalty: 1810.401733
	Iteration 71Q: 3 clusters Score -655723.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -655728.062500 Penalty: 1810.401733
	Iteration 72Q: 3 clusters Score -655728.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -655728.812500 Penalty: 1810.401733
	Iteration 73Q: 3 clusters Score -655728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -655730.250000 Penalty: 1810.401733
	Iteration 74Q: 3 clusters Score -655730.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -655733.062500 Penalty: 1810.401733
	Iteration 75Q: 3 clusters Score -655733.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -655734.812500 Penalty: 1810.401733
	Iteration 76Q: 3 clusters Score -655734.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -655740.937500 Penalty: 1810.401733
	Iteration 77Q: 3 clusters Score -655740.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -655749.125000 Penalty: 1810.401733
	Iteration 78Q: 3 clusters Score -655749.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -655754.875000 Penalty: 1810.401733
	Iteration 79Q: 3 clusters Score -655754.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -655763.125000 Penalty: 1810.401733
	Iteration 80F: 3 clusters Score -655763.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -655774.312500 Penalty: 1810.401733
	Iteration 81Q: 3 clusters Score -655774.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -655784.625000 Penalty: 1810.401733
	Iteration 82Q: 3 clusters Score -655784.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -655794.500000 Penalty: 1810.401733
	Iteration 83Q: 3 clusters Score -655794.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -655806.250000 Penalty: 1810.401733
	Iteration 84Q: 3 clusters Score -655806.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -655819.750000 Penalty: 1810.401733
	Iteration 85Q: 3 clusters Score -655819.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -655835.187500 Penalty: 1810.401733
	Iteration 86Q: 3 clusters Score -655835.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -655849.375000 Penalty: 1810.401733
	Iteration 87Q: 3 clusters Score -655849.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -655863.500000 Penalty: 1810.401733
	Iteration 88Q: 3 clusters Score -655863.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -655878.250000 Penalty: 1810.401733
	Iteration 89Q: 3 clusters Score -655878.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -655894.625000 Penalty: 1810.401733
	Iteration 90Q: 3 clusters Score -655894.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -655909.187500 Penalty: 1810.401733
	Iteration 91Q: 3 clusters Score -655909.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -655919.125000 Penalty: 1810.401733
	Iteration 92Q: 3 clusters Score -655919.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -655926.375000 Penalty: 1810.401733
	Iteration 93Q: 3 clusters Score -655926.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -655930.000000 Penalty: 1810.401733
	Iteration 94Q: 3 clusters Score -655930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -655935.312500 Penalty: 1810.401733
	Iteration 95Q: 3 clusters Score -655935.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -655941.375000 Penalty: 1810.401733
	Iteration 96Q: 3 clusters Score -655941.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -655948.875000 Penalty: 1810.401733
	Iteration 97Q: 3 clusters Score -655948.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -655954.437500 Penalty: 1810.401733
	Iteration 98Q: 3 clusters Score -655954.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -655962.312500 Penalty: 1810.401733
	Iteration 99Q: 3 clusters Score -655962.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -655969.375000 Penalty: 1810.401733
	Iteration 100F: 3 clusters Score -655969.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -655978.312500 Penalty: 1810.401733
	Iteration 101Q: 3 clusters Score -655978.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -655980.437500 Penalty: 1810.401733
	Iteration 102Q: 3 clusters Score -655980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -655981.562500 Penalty: 1810.401733
	Iteration 103Q: 3 clusters Score -655981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -655986.375000 Penalty: 1810.401733
	Iteration 104Q: 3 clusters Score -655986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -655989.625000 Penalty: 1810.401733
	Iteration 105Q: 3 clusters Score -655989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -655990.000000 Penalty: 1810.401733
	Iteration 106Q: 3 clusters Score -655990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -655991.000000 Penalty: 1810.401733
	Iteration 107Q: 3 clusters Score -655991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -655990.687500 Penalty: 1810.401733
	Iteration 108Q: 3 clusters Score -655990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -655990.375000 Penalty: 1810.401733
	Iteration 109Q: 3 clusters Score -655990.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -655990.375000 Penalty: 1810.401733
	Iteration 110F: 3 clusters Score -655990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -373697.531250 Penalty: 843.721680
	Iteration 0F: 2 clusters Score -373697.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -368747.812500 Penalty: 1687.443359
	Iteration 0F: 3 clusters Score -368747.8 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -370738.343750 Penalty: 1687.443359
	Iteration 1F: 3 clusters Score -370738.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -371168.093750 Penalty: 1687.443359
	Iteration 2F: 3 clusters Score -371168.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -371490.093750 Penalty: 1687.443359
	Iteration 3F: 3 clusters Score -371490.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -371749.937500 Penalty: 1687.443359
	Iteration 4F: 3 clusters Score -371749.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -371961.343750 Penalty: 1687.443359
	Iteration 5Q: 3 clusters Score -371961.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -372191.937500 Penalty: 1687.443359
	Iteration 6Q: 3 clusters Score -372191.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -372451.093750 Penalty: 1687.443359
	Iteration 7Q: 3 clusters Score -372451.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -372694.500000 Penalty: 1687.443359
	Iteration 8Q: 3 clusters Score -372694.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -372871.906250 Penalty: 1687.443359
	Iteration 9Q: 3 clusters Score -372871.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -373041.281250 Penalty: 1687.443359
	Iteration 10Q: 3 clusters Score -373041.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -373174.343750 Penalty: 1687.443359
	Iteration 11Q: 3 clusters Score -373174.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -373261.468750 Penalty: 1687.443359
	Iteration 12Q: 3 clusters Score -373261.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -373325.312500 Penalty: 1687.443359
	Iteration 13Q: 3 clusters Score -373325.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -373381.218750 Penalty: 1687.443359
	Iteration 14Q: 3 clusters Score -373381.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -373436.687500 Penalty: 1687.443359
	Iteration 15Q: 3 clusters Score -373436.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -373481.750000 Penalty: 1687.443359
	Iteration 16Q: 3 clusters Score -373481.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -373526.250000 Penalty: 1687.443359
	Iteration 17Q: 3 clusters Score -373526.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -373562.687500 Penalty: 1687.443359
	Iteration 18Q: 3 clusters Score -373562.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -373596.781250 Penalty: 1687.443359
	Iteration 19Q: 3 clusters Score -373596.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -373627.187500 Penalty: 1687.443359
	Iteration 20F: 3 clusters Score -373627.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -373665.156250 Penalty: 1687.443359
	Iteration 21Q: 3 clusters Score -373665.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -373703.218750 Penalty: 1687.443359
	Iteration 22Q: 3 clusters Score -373703.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -373736.000000 Penalty: 1687.443359
	Iteration 23Q: 3 clusters Score -373736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -373765.031250 Penalty: 1687.443359
	Iteration 24Q: 3 clusters Score -373765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -373797.343750 Penalty: 1687.443359
	Iteration 25Q: 3 clusters Score -373797.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -373820.906250 Penalty: 1687.443359
	Iteration 26Q: 3 clusters Score -373820.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -373841.656250 Penalty: 1687.443359
	Iteration 27Q: 3 clusters Score -373841.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -373859.218750 Penalty: 1687.443359
	Iteration 28Q: 3 clusters Score -373859.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -373876.000000 Penalty: 1687.443359
	Iteration 29Q: 3 clusters Score -373876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -373892.781250 Penalty: 1687.443359
	Iteration 30Q: 3 clusters Score -373892.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -373909.468750 Penalty: 1687.443359
	Iteration 31Q: 3 clusters Score -373909.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -373917.750000 Penalty: 1687.443359
	Iteration 32Q: 3 clusters Score -373917.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -373925.343750 Penalty: 1687.443359
	Iteration 33Q: 3 clusters Score -373925.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -373934.093750 Penalty: 1687.443359
	Iteration 34Q: 3 clusters Score -373934.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -373941.625000 Penalty: 1687.443359
	Iteration 35Q: 3 clusters Score -373941.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -373948.500000 Penalty: 1687.443359
	Iteration 36Q: 3 clusters Score -373948.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -373957.125000 Penalty: 1687.443359
	Iteration 37Q: 3 clusters Score -373957.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -373961.250000 Penalty: 1687.443359
	Iteration 38Q: 3 clusters Score -373961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -373964.375000 Penalty: 1687.443359
	Iteration 39Q: 3 clusters Score -373964.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -373966.062500 Penalty: 1687.443359
	Iteration 40F: 3 clusters Score -373966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -373966.812500 Penalty: 1687.443359
	Iteration 41Q: 3 clusters Score -373966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -373966.812500 Penalty: 1687.443359
	Iteration 42Q: 3 clusters Score -373966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -373966.812500 Penalty: 1687.443359
	Iteration 43F: 3 clusters Score -373966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 26516 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 32036 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 3912 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 14670 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 24046 members 
Mstep: Class 16 contains 13745 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 29059 members 
Mstep: Class 19 contains 7978 members 
Mstep: Class 20 contains 135255 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 292336 members 
Mstep: Class 25 contains 78557 members 
Mstep: Class 26 contains 1118 members 
Entering Unmasked Estep 
Score: -38625904.000000 Penalty: 33371.695312
Splitting cluster 17 changes total score from -38623400.000000 to -38625904.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (29059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Entering Unmasked Estep 
Score: -1813335.125000 Penalty: 976.322937
	Iteration 0F: 2 clusters Score -1813335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1793875.625000 Penalty: 1952.645874
	Iteration 0F: 3 clusters Score -1793876 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1801600.000000 Penalty: 1952.645874
	Iteration 1F: 3 clusters Score -1801600 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1801836.625000 Penalty: 1952.645874
	Iteration 2Q: 3 clusters Score -1801837 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1802121.250000 Penalty: 1952.645874
	Iteration 3Q: 3 clusters Score -1802121 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1802471.750000 Penalty: 1952.645874
	Iteration 4Q: 3 clusters Score -1802472 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1803025.875000 Penalty: 1952.645874
	Iteration 5Q: 3 clusters Score -1803026 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -1803802.000000 Penalty: 1952.645874
	Iteration 6Q: 3 clusters Score -1803802 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -1804910.875000 Penalty: 1952.645874
	Iteration 7F: 3 clusters Score -1804911 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -1806418.250000 Penalty: 1952.645874
	Iteration 8F: 3 clusters Score -1806418 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -1808029.125000 Penalty: 1952.645874
	Iteration 9F: 3 clusters Score -1808029 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -1809435.875000 Penalty: 1952.645874
	Iteration 10F: 3 clusters Score -1809436 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -1810539.625000 Penalty: 1952.645874
	Iteration 11Q: 3 clusters Score -1810540 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -1811272.000000 Penalty: 1952.645874
	Iteration 12Q: 3 clusters Score -1811272 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -1811728.500000 Penalty: 1952.645874
	Iteration 13Q: 3 clusters Score -1811728 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -1812026.375000 Penalty: 1952.645874
	Iteration 14Q: 3 clusters Score -1812026 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -1812197.000000 Penalty: 1952.645874
	Iteration 15Q: 3 clusters Score -1812197 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -1812293.375000 Penalty: 1952.645874
	Iteration 16Q: 3 clusters Score -1812293 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -1812340.875000 Penalty: 1952.645874
	Iteration 17Q: 3 clusters Score -1812341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -1812377.125000 Penalty: 1952.645874
	Iteration 18Q: 3 clusters Score -1812377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -1812404.750000 Penalty: 1952.645874
	Iteration 19Q: 3 clusters Score -1812405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -1812437.125000 Penalty: 1952.645874
	Iteration 20F: 3 clusters Score -1812437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -1812451.000000 Penalty: 1952.645874
	Iteration 21Q: 3 clusters Score -1812451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -1812464.375000 Penalty: 1952.645874
	Iteration 22Q: 3 clusters Score -1812464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -1812476.750000 Penalty: 1952.645874
	Iteration 23Q: 3 clusters Score -1812477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -1812489.875000 Penalty: 1952.645874
	Iteration 24Q: 3 clusters Score -1812490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -1812504.750000 Penalty: 1952.645874
	Iteration 25Q: 3 clusters Score -1812505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -1812523.625000 Penalty: 1952.645874
	Iteration 26Q: 3 clusters Score -1812524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -1812527.125000 Penalty: 1952.645874
	Iteration 27Q: 3 clusters Score -1812527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -1812530.875000 Penalty: 1952.645874
	Iteration 28Q: 3 clusters Score -1812531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -1812532.250000 Penalty: 1952.645874
	Iteration 29Q: 3 clusters Score -1812532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -1812533.125000 Penalty: 1952.645874
	Iteration 30Q: 3 clusters Score -1812533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -1812533.125000 Penalty: 1952.645874
	Iteration 31F: 3 clusters Score -1812533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -370910.937500 Penalty: 853.522034
	Iteration 0F: 2 clusters Score -370910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -365463.875000 Penalty: 1707.044067
	Iteration 0F: 3 clusters Score -365463.9 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -367892.000000 Penalty: 1707.044067
	Iteration 1F: 3 clusters Score -367892 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -368476.812500 Penalty: 1707.044067
	Iteration 2F: 3 clusters Score -368476.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -368949.937500 Penalty: 1707.044067
	Iteration 3F: 3 clusters Score -368949.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -369266.468750 Penalty: 1707.044067
	Iteration 4F: 3 clusters Score -369266.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -369458.531250 Penalty: 1707.044067
	Iteration 5F: 3 clusters Score -369458.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -369571.281250 Penalty: 1707.044067
	Iteration 6Q: 3 clusters Score -369571.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -369645.218750 Penalty: 1707.044067
	Iteration 7Q: 3 clusters Score -369645.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -369705.218750 Penalty: 1707.044067
	Iteration 8Q: 3 clusters Score -369705.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -369753.843750 Penalty: 1707.044067
	Iteration 9Q: 3 clusters Score -369753.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -369785.218750 Penalty: 1707.044067
	Iteration 10Q: 3 clusters Score -369785.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -369812.875000 Penalty: 1707.044067
	Iteration 11Q: 3 clusters Score -369812.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -369833.687500 Penalty: 1707.044067
	Iteration 12Q: 3 clusters Score -369833.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -369855.906250 Penalty: 1707.044067
	Iteration 13Q: 3 clusters Score -369855.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -369879.812500 Penalty: 1707.044067
	Iteration 14Q: 3 clusters Score -369879.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -369911.093750 Penalty: 1707.044067
	Iteration 15Q: 3 clusters Score -369911.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -369952.093750 Penalty: 1707.044067
	Iteration 16Q: 3 clusters Score -369952.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -369994.812500 Penalty: 1707.044067
	Iteration 17Q: 3 clusters Score -369994.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -370032.875000 Penalty: 1707.044067
	Iteration 18Q: 3 clusters Score -370032.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -370061.562500 Penalty: 1707.044067
	Iteration 19Q: 3 clusters Score -370061.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -370094.062500 Penalty: 1707.044067
	Iteration 20F: 3 clusters Score -370094.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -370123.375000 Penalty: 1707.044067
	Iteration 21Q: 3 clusters Score -370123.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -370150.875000 Penalty: 1707.044067
	Iteration 22Q: 3 clusters Score -370150.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -370172.968750 Penalty: 1707.044067
	Iteration 23Q: 3 clusters Score -370173 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -370198.718750 Penalty: 1707.044067
	Iteration 24Q: 3 clusters Score -370198.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -370214.781250 Penalty: 1707.044067
	Iteration 25Q: 3 clusters Score -370214.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -370226.812500 Penalty: 1707.044067
	Iteration 26Q: 3 clusters Score -370226.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -370235.031250 Penalty: 1707.044067
	Iteration 27Q: 3 clusters Score -370235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -370240.593750 Penalty: 1707.044067
	Iteration 28Q: 3 clusters Score -370240.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -370249.343750 Penalty: 1707.044067
	Iteration 29Q: 3 clusters Score -370249.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -370254.500000 Penalty: 1707.044067
	Iteration 30Q: 3 clusters Score -370254.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -370261.312500 Penalty: 1707.044067
	Iteration 31Q: 3 clusters Score -370261.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -370264.437500 Penalty: 1707.044067
	Iteration 32Q: 3 clusters Score -370264.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -370271.718750 Penalty: 1707.044067
	Iteration 33Q: 3 clusters Score -370271.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -370277.750000 Penalty: 1707.044067
	Iteration 34Q: 3 clusters Score -370277.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -370284.718750 Penalty: 1707.044067
	Iteration 35Q: 3 clusters Score -370284.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370293.625000 Penalty: 1707.044067
	Iteration 36Q: 3 clusters Score -370293.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -370302.718750 Penalty: 1707.044067
	Iteration 37Q: 3 clusters Score -370302.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -370311.468750 Penalty: 1707.044067
	Iteration 38Q: 3 clusters Score -370311.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -370319.500000 Penalty: 1707.044067
	Iteration 39Q: 3 clusters Score -370319.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -370324.812500 Penalty: 1707.044067
	Iteration 40F: 3 clusters Score -370324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -370327.312500 Penalty: 1707.044067
	Iteration 41Q: 3 clusters Score -370327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -370329.906250 Penalty: 1707.044067
	Iteration 42Q: 3 clusters Score -370329.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -370330.281250 Penalty: 1707.044067
	Iteration 43Q: 3 clusters Score -370330.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -370333.250000 Penalty: 1707.044067
	Iteration 44Q: 3 clusters Score -370333.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -370338.437500 Penalty: 1707.044067
	Iteration 45Q: 3 clusters Score -370338.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -370339.968750 Penalty: 1707.044067
	Iteration 46Q: 3 clusters Score -370340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -370341.093750 Penalty: 1707.044067
	Iteration 47Q: 3 clusters Score -370341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -370343.156250 Penalty: 1707.044067
	Iteration 48Q: 3 clusters Score -370343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -370342.625000 Penalty: 1707.044067
	Iteration 49Q: 3 clusters Score -370342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -370343.625000 Penalty: 1707.044067
	Iteration 50Q: 3 clusters Score -370343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -370343.843750 Penalty: 1707.044067
	Iteration 51Q: 3 clusters Score -370343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -370342.968750 Penalty: 1707.044067
	Iteration 52Q: 3 clusters Score -370343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -370342.968750 Penalty: 1707.044067
	Iteration 53F: 3 clusters Score -370343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (135255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135255 members 
Entering Unmasked Estep 
Score: -7365518.500000 Penalty: 1122.417114
	Iteration 0F: 2 clusters Score -7365518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -7274498.500000 Penalty: 2244.834229
	Iteration 0F: 3 clusters Score -7274498 nChanged 65579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70096 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -7314025.500000 Penalty: 2244.834229
	Iteration 1F: 3 clusters Score -7314026 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -7315502.000000 Penalty: 2244.834229
	Iteration 2Q: 3 clusters Score -7315502 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -7317274.500000 Penalty: 2244.834229
	Iteration 3Q: 3 clusters Score -7317274 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -7319792.000000 Penalty: 2244.834229
	Iteration 4Q: 3 clusters Score -7319792 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -7323348.500000 Penalty: 2244.834229
	Iteration 5Q: 3 clusters Score -7323348 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -7328193.000000 Penalty: 2244.834229
	Iteration 6F: 3 clusters Score -7328193 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -7333875.000000 Penalty: 2244.834229
	Iteration 7F: 3 clusters Score -7333875 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -7338848.500000 Penalty: 2244.834229
	Iteration 8F: 3 clusters Score -7338848 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -7341879.000000 Penalty: 2244.834229
	Iteration 9Q: 3 clusters Score -7341879 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94449 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -7343448.000000 Penalty: 2244.834229
	Iteration 10Q: 3 clusters Score -7343448 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -7344497.500000 Penalty: 2244.834229
	Iteration 11Q: 3 clusters Score -7344498 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99736 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -7345402.500000 Penalty: 2244.834229
	Iteration 12Q: 3 clusters Score -7345402 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -7346413.500000 Penalty: 2244.834229
	Iteration 13Q: 3 clusters Score -7346414 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -7347544.000000 Penalty: 2244.834229
	Iteration 14Q: 3 clusters Score -7347544 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -7348771.000000 Penalty: 2244.834229
	Iteration 15Q: 3 clusters Score -7348771 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111564 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -7350115.500000 Penalty: 2244.834229
	Iteration 16Q: 3 clusters Score -7350116 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -7351643.500000 Penalty: 2244.834229
	Iteration 17Q: 3 clusters Score -7351644 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117741 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -7353237.000000 Penalty: 2244.834229
	Iteration 18Q: 3 clusters Score -7353237 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -7354958.500000 Penalty: 2244.834229
	Iteration 19Q: 3 clusters Score -7354958 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123510 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -7356700.000000 Penalty: 2244.834229
	Iteration 20F: 3 clusters Score -7356700 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126114 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -7358465.000000 Penalty: 2244.834229
	Iteration 21Q: 3 clusters Score -7358465 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128351 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -7360006.000000 Penalty: 2244.834229
	Iteration 22Q: 3 clusters Score -7360006 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130206 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -7361322.000000 Penalty: 2244.834229
	Iteration 23Q: 3 clusters Score -7361322 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131668 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7362382.000000 Penalty: 2244.834229
	Iteration 24Q: 3 clusters Score -7362382 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132732 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7363134.500000 Penalty: 2244.834229
	Iteration 25Q: 3 clusters Score -7363134 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133537 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7363732.500000 Penalty: 2244.834229
	Iteration 26Q: 3 clusters Score -7363732 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134054 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7364151.500000 Penalty: 2244.834229
	Iteration 27Q: 3 clusters Score -7364152 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134345 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7364364.000000 Penalty: 2244.834229
	Iteration 28Q: 3 clusters Score -7364364 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7364470.500000 Penalty: 2244.834229
	Iteration 29Q: 3 clusters Score -7364470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134593 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7364546.500000 Penalty: 2244.834229
	Iteration 30Q: 3 clusters Score -7364546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134677 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7364606.000000 Penalty: 2244.834229
	Iteration 31Q: 3 clusters Score -7364606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134731 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7364635.500000 Penalty: 2244.834229
	Iteration 32Q: 3 clusters Score -7364636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134769 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7364668.000000 Penalty: 2244.834229
	Iteration 33Q: 3 clusters Score -7364668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134785 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7364694.500000 Penalty: 2244.834229
	Iteration 34Q: 3 clusters Score -7364694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7364692.000000 Penalty: 2244.834229
	Iteration 35Q: 3 clusters Score -7364692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134807 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7364699.500000 Penalty: 2244.834229
	Iteration 36Q: 3 clusters Score -7364700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134812 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7364702.000000 Penalty: 2244.834229
	Iteration 37Q: 3 clusters Score -7364702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134819 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7364705.500000 Penalty: 2244.834229
	Iteration 38Q: 3 clusters Score -7364706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7364703.000000 Penalty: 2244.834229
	Iteration 39Q: 3 clusters Score -7364703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134823 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7364707.500000 Penalty: 2244.834229
	Iteration 40F: 3 clusters Score -7364708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7364717.500000 Penalty: 2244.834229
	Iteration 41Q: 3 clusters Score -7364718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134827 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7364716.000000 Penalty: 2244.834229
	Iteration 42Q: 3 clusters Score -7364716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134830 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7364717.000000 Penalty: 2244.834229
	Iteration 43Q: 3 clusters Score -7364717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134831 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7364725.500000 Penalty: 2244.834229
	Iteration 44Q: 3 clusters Score -7364726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134834 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7364726.500000 Penalty: 2244.834229
	Iteration 45Q: 3 clusters Score -7364726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134835 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7364724.000000 Penalty: 2244.834229
	Iteration 46Q: 3 clusters Score -7364724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134837 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7364720.000000 Penalty: 2244.834229
	Iteration 47Q: 3 clusters Score -7364720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134840 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7364724.000000 Penalty: 2244.834229
	Iteration 48Q: 3 clusters Score -7364724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134844 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7364721.000000 Penalty: 2244.834229
	Iteration 49Q: 3 clusters Score -7364721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134844 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7364724.500000 Penalty: 2244.834229
	Iteration 50Q: 3 clusters Score -7364724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134846 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7364726.500000 Penalty: 2244.834229
	Iteration 51Q: 3 clusters Score -7364726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134843 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7364730.500000 Penalty: 2244.834229
	Iteration 52Q: 3 clusters Score -7364730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134843 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7364729.500000 Penalty: 2244.834229
	Iteration 53Q: 3 clusters Score -7364730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7364727.500000 Penalty: 2244.834229
	Iteration 54Q: 3 clusters Score -7364728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7364729.500000 Penalty: 2244.834229
	Iteration 55Q: 3 clusters Score -7364730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7364731.000000 Penalty: 2244.834229
	Iteration 56Q: 3 clusters Score -7364731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7364731.500000 Penalty: 2244.834229
	Iteration 57Q: 3 clusters Score -7364732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7364729.500000 Penalty: 2244.834229
	Iteration 58Q: 3 clusters Score -7364730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7364732.000000 Penalty: 2244.834229
	Iteration 59Q: 3 clusters Score -7364732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7364732.000000 Penalty: 2244.834229
	Iteration 60F: 3 clusters Score -7364732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -139896.500000 Penalty: 748.748169
	Iteration 0F: 2 clusters Score -139896.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -137777.171875 Penalty: 1497.496338
	Iteration 0F: 3 clusters Score -137777.2 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -138523.109375 Penalty: 1497.496338
	Iteration 1F: 3 clusters Score -138523.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -138700.343750 Penalty: 1497.496338
	Iteration 2F: 3 clusters Score -138700.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -138804.781250 Penalty: 1497.496338
	Iteration 3F: 3 clusters Score -138804.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -138882.359375 Penalty: 1497.496338
	Iteration 4Q: 3 clusters Score -138882.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -138942.875000 Penalty: 1497.496338
	Iteration 5Q: 3 clusters Score -138942.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -139022.562500 Penalty: 1497.496338
	Iteration 6Q: 3 clusters Score -139022.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -139120.750000 Penalty: 1497.496338
	Iteration 7Q: 3 clusters Score -139120.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -139221.125000 Penalty: 1497.496338
	Iteration 8Q: 3 clusters Score -139221.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -139284.187500 Penalty: 1497.496338
	Iteration 9Q: 3 clusters Score -139284.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -139323.375000 Penalty: 1497.496338
	Iteration 10Q: 3 clusters Score -139323.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -139352.203125 Penalty: 1497.496338
	Iteration 11Q: 3 clusters Score -139352.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -139366.062500 Penalty: 1497.496338
	Iteration 12Q: 3 clusters Score -139366.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -139378.140625 Penalty: 1497.496338
	Iteration 13Q: 3 clusters Score -139378.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -139383.531250 Penalty: 1497.496338
	Iteration 14Q: 3 clusters Score -139383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -139385.421875 Penalty: 1497.496338
	Iteration 15Q: 3 clusters Score -139385.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -139387.062500 Penalty: 1497.496338
	Iteration 16Q: 3 clusters Score -139387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -139387.484375 Penalty: 1497.496338
	Iteration 17Q: 3 clusters Score -139387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -139388.468750 Penalty: 1497.496338
	Iteration 18Q: 3 clusters Score -139388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -139389.281250 Penalty: 1497.496338
	Iteration 19Q: 3 clusters Score -139389.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -139390.031250 Penalty: 1497.496338
	Iteration 20F: 3 clusters Score -139390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -139390.437500 Penalty: 1497.496338
	Iteration 21Q: 3 clusters Score -139390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -139390.437500 Penalty: 1497.496338
	Iteration 22F: 3 clusters Score -139390.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -161220.671875 Penalty: 759.490051
	Iteration 0F: 2 clusters Score -161220.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -158907.546875 Penalty: 1518.980103
	Iteration 0F: 3 clusters Score -158907.5 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -159637.250000 Penalty: 1518.980103
	Iteration 1F: 3 clusters Score -159637.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -159827.843750 Penalty: 1518.980103
	Iteration 2F: 3 clusters Score -159827.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -159992.921875 Penalty: 1518.980103
	Iteration 3F: 3 clusters Score -159992.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160161.140625 Penalty: 1518.980103
	Iteration 4F: 3 clusters Score -160161.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -160271.625000 Penalty: 1518.980103
	Iteration 5F: 3 clusters Score -160271.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -160344.937500 Penalty: 1518.980103
	Iteration 6Q: 3 clusters Score -160344.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160392.437500 Penalty: 1518.980103
	Iteration 7Q: 3 clusters Score -160392.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -160420.031250 Penalty: 1518.980103
	Iteration 8Q: 3 clusters Score -160420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -160446.093750 Penalty: 1518.980103
	Iteration 9Q: 3 clusters Score -160446.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -160472.328125 Penalty: 1518.980103
	Iteration 10Q: 3 clusters Score -160472.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -160490.687500 Penalty: 1518.980103
	Iteration 11Q: 3 clusters Score -160490.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -160507.859375 Penalty: 1518.980103
	Iteration 12Q: 3 clusters Score -160507.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -160524.703125 Penalty: 1518.980103
	Iteration 13Q: 3 clusters Score -160524.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160544.421875 Penalty: 1518.980103
	Iteration 14Q: 3 clusters Score -160544.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -160567.406250 Penalty: 1518.980103
	Iteration 15Q: 3 clusters Score -160567.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160591.406250 Penalty: 1518.980103
	Iteration 16Q: 3 clusters Score -160591.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -160621.078125 Penalty: 1518.980103
	Iteration 17Q: 3 clusters Score -160621.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -160643.875000 Penalty: 1518.980103
	Iteration 18Q: 3 clusters Score -160643.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -160678.515625 Penalty: 1518.980103
	Iteration 19Q: 3 clusters Score -160678.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -160710.203125 Penalty: 1518.980103
	Iteration 20F: 3 clusters Score -160710.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -160732.937500 Penalty: 1518.980103
	Iteration 21Q: 3 clusters Score -160732.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -160756.421875 Penalty: 1518.980103
	Iteration 22Q: 3 clusters Score -160756.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -160773.484375 Penalty: 1518.980103
	Iteration 23Q: 3 clusters Score -160773.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -160781.765625 Penalty: 1518.980103
	Iteration 24Q: 3 clusters Score -160781.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -160788.406250 Penalty: 1518.980103
	Iteration 25Q: 3 clusters Score -160788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -160792.671875 Penalty: 1518.980103
	Iteration 26Q: 3 clusters Score -160792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -160793.500000 Penalty: 1518.980103
	Iteration 27Q: 3 clusters Score -160793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -160794.843750 Penalty: 1518.980103
	Iteration 28Q: 3 clusters Score -160794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160795.265625 Penalty: 1518.980103
	Iteration 29Q: 3 clusters Score -160795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160795.265625 Penalty: 1518.980103
	Iteration 30F: 3 clusters Score -160795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Entering Unmasked Estep 
Score: -498427.812500 Penalty: 858.396118
	Iteration 0F: 2 clusters Score -498427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -492661.562500 Penalty: 1716.792236
	Iteration 0F: 3 clusters Score -492661.6 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -494596.531250 Penalty: 1716.792236
	Iteration 1F: 3 clusters Score -494596.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -494756.187500 Penalty: 1716.792236
	Iteration 2F: 3 clusters Score -494756.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -494882.281250 Penalty: 1716.792236
	Iteration 3Q: 3 clusters Score -494882.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -495022.218750 Penalty: 1716.792236
	Iteration 4Q: 3 clusters Score -495022.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -495201.000000 Penalty: 1716.792236
	Iteration 5Q: 3 clusters Score -495201 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -495434.062500 Penalty: 1716.792236
	Iteration 6Q: 3 clusters Score -495434.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -495732.875000 Penalty: 1716.792236
	Iteration 7F: 3 clusters Score -495732.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -496100.062500 Penalty: 1716.792236
	Iteration 8F: 3 clusters Score -496100.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -496469.156250 Penalty: 1716.792236
	Iteration 9F: 3 clusters Score -496469.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -496812.968750 Penalty: 1716.792236
	Iteration 10Q: 3 clusters Score -496813 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -497086.375000 Penalty: 1716.792236
	Iteration 11Q: 3 clusters Score -497086.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -497259.718750 Penalty: 1716.792236
	Iteration 12Q: 3 clusters Score -497259.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -497363.437500 Penalty: 1716.792236
	Iteration 13Q: 3 clusters Score -497363.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -497418.843750 Penalty: 1716.792236
	Iteration 14Q: 3 clusters Score -497418.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -497449.218750 Penalty: 1716.792236
	Iteration 15Q: 3 clusters Score -497449.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -497482.437500 Penalty: 1716.792236
	Iteration 16Q: 3 clusters Score -497482.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -497506.625000 Penalty: 1716.792236
	Iteration 17Q: 3 clusters Score -497506.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -497524.062500 Penalty: 1716.792236
	Iteration 18Q: 3 clusters Score -497524.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -497537.875000 Penalty: 1716.792236
	Iteration 19Q: 3 clusters Score -497537.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -497550.500000 Penalty: 1716.792236
	Iteration 20F: 3 clusters Score -497550.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -497564.906250 Penalty: 1716.792236
	Iteration 21Q: 3 clusters Score -497564.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -497573.093750 Penalty: 1716.792236
	Iteration 22Q: 3 clusters Score -497573.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -497580.375000 Penalty: 1716.792236
	Iteration 23Q: 3 clusters Score -497580.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -497593.312500 Penalty: 1716.792236
	Iteration 24Q: 3 clusters Score -497593.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -497605.562500 Penalty: 1716.792236
	Iteration 25Q: 3 clusters Score -497605.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -497613.187500 Penalty: 1716.792236
	Iteration 26Q: 3 clusters Score -497613.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -497623.031250 Penalty: 1716.792236
	Iteration 27Q: 3 clusters Score -497623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -497628.375000 Penalty: 1716.792236
	Iteration 28Q: 3 clusters Score -497628.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -497636.187500 Penalty: 1716.792236
	Iteration 29Q: 3 clusters Score -497636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -497641.375000 Penalty: 1716.792236
	Iteration 30Q: 3 clusters Score -497641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -497645.281250 Penalty: 1716.792236
	Iteration 31Q: 3 clusters Score -497645.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -497647.718750 Penalty: 1716.792236
	Iteration 32Q: 3 clusters Score -497647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -497649.218750 Penalty: 1716.792236
	Iteration 33Q: 3 clusters Score -497649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -497650.750000 Penalty: 1716.792236
	Iteration 34Q: 3 clusters Score -497650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -497653.625000 Penalty: 1716.792236
	Iteration 35Q: 3 clusters Score -497653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -497655.218750 Penalty: 1716.792236
	Iteration 36Q: 3 clusters Score -497655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -497657.625000 Penalty: 1716.792236
	Iteration 37Q: 3 clusters Score -497657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -497661.687500 Penalty: 1716.792236
	Iteration 38Q: 3 clusters Score -497661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -497663.812500 Penalty: 1716.792236
	Iteration 39Q: 3 clusters Score -497663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -497664.625000 Penalty: 1716.792236
	Iteration 40F: 3 clusters Score -497664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -497665.531250 Penalty: 1716.792236
	Iteration 41Q: 3 clusters Score -497665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -497669.000000 Penalty: 1716.792236
	Iteration 42Q: 3 clusters Score -497669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -497670.500000 Penalty: 1716.792236
	Iteration 43Q: 3 clusters Score -497670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -497671.031250 Penalty: 1716.792236
	Iteration 44Q: 3 clusters Score -497671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -497673.968750 Penalty: 1716.792236
	Iteration 45Q: 3 clusters Score -497674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -497674.656250 Penalty: 1716.792236
	Iteration 46Q: 3 clusters Score -497674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -497675.000000 Penalty: 1716.792236
	Iteration 47Q: 3 clusters Score -497675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -497675.000000 Penalty: 1716.792236
	Iteration 48F: 3 clusters Score -497675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (292336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292336 members 
Entering Unmasked Estep 
Score: -15998274.000000 Penalty: 1195.637573
	Iteration 0F: 2 clusters Score -1.599827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146626 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -15804595.000000 Penalty: 2391.275146
	Iteration 0F: 3 clusters Score -1.58046e+07 nChanged 143515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165243 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -15895540.000000 Penalty: 2391.275146
	Iteration 1F: 3 clusters Score -1.589554e+07 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177222 members 
Mstep: Class 2 contains 115114 members 
Entering Unmasked Estep 
Score: -15903299.000000 Penalty: 2391.275146
	Iteration 2F: 3 clusters Score -1.59033e+07 nChanged 19917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194561 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -15916007.000000 Penalty: 2391.275146
	Iteration 3F: 3 clusters Score -1.591601e+07 nChanged 23243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216282 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -15934124.000000 Penalty: 2391.275146
	Iteration 4F: 3 clusters Score -1.593412e+07 nChanged 23283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238659 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -15953615.000000 Penalty: 2391.275146
	Iteration 5F: 3 clusters Score -1.595362e+07 nChanged 19072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257367 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -15969560.000000 Penalty: 2391.275146
	Iteration 6F: 3 clusters Score -1.596956e+07 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270504 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -15981132.000000 Penalty: 2391.275146
	Iteration 7Q: 3 clusters Score -1.598113e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278797 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -15988580.000000 Penalty: 2391.275146
	Iteration 8Q: 3 clusters Score -1.598858e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283280 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -15992504.000000 Penalty: 2391.275146
	Iteration 9Q: 3 clusters Score -1.59925e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285747 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -15994428.000000 Penalty: 2391.275146
	Iteration 10Q: 3 clusters Score -1.599443e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287307 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -15995502.000000 Penalty: 2391.275146
	Iteration 11Q: 3 clusters Score -1.59955e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288405 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -15996155.000000 Penalty: 2391.275146
	Iteration 12Q: 3 clusters Score -1.599616e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289159 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -15996573.000000 Penalty: 2391.275146
	Iteration 13Q: 3 clusters Score -1.599657e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289694 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -15996938.000000 Penalty: 2391.275146
	Iteration 14Q: 3 clusters Score -1.599694e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290034 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -15997198.000000 Penalty: 2391.275146
	Iteration 15Q: 3 clusters Score -1.59972e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290296 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -15997342.000000 Penalty: 2391.275146
	Iteration 16Q: 3 clusters Score -1.599734e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290484 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -15997481.000000 Penalty: 2391.275146
	Iteration 17Q: 3 clusters Score -1.599748e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290621 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -15997616.000000 Penalty: 2391.275146
	Iteration 18Q: 3 clusters Score -1.599762e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290703 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15997669.000000 Penalty: 2391.275146
	Iteration 19Q: 3 clusters Score -1.599767e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290770 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -15997725.000000 Penalty: 2391.275146
	Iteration 20F: 3 clusters Score -1.599772e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290813 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -15997773.000000 Penalty: 2391.275146
	Iteration 21Q: 3 clusters Score -1.599777e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290843 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15997814.000000 Penalty: 2391.275146
	Iteration 22Q: 3 clusters Score -1.599781e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290870 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -15997846.000000 Penalty: 2391.275146
	Iteration 23Q: 3 clusters Score -1.599785e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290881 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -15997859.000000 Penalty: 2391.275146
	Iteration 24Q: 3 clusters Score -1.599786e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290886 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15997889.000000 Penalty: 2391.275146
	Iteration 25Q: 3 clusters Score -1.599789e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290910 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15997887.000000 Penalty: 2391.275146
	Iteration 26Q: 3 clusters Score -1.599789e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290936 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -15997911.000000 Penalty: 2391.275146
	Iteration 27Q: 3 clusters Score -1.599791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290955 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15997926.000000 Penalty: 2391.275146
	Iteration 28Q: 3 clusters Score -1.599793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290967 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15997922.000000 Penalty: 2391.275146
	Iteration 29Q: 3 clusters Score -1.599792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290972 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -15997932.000000 Penalty: 2391.275146
	Iteration 30Q: 3 clusters Score -1.599793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290974 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -15997924.000000 Penalty: 2391.275146
	Iteration 31Q: 3 clusters Score -1.599792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290978 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15997924.000000 Penalty: 2391.275146
	Iteration 32Q: 3 clusters Score -1.599792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290984 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15997934.000000 Penalty: 2391.275146
	Iteration 33Q: 3 clusters Score -1.599793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290988 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -15997931.000000 Penalty: 2391.275146
	Iteration 34Q: 3 clusters Score -1.599793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290988 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -15997927.000000 Penalty: 2391.275146
	Iteration 35Q: 3 clusters Score -1.599793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -15997938.000000 Penalty: 2391.275146
	Iteration 36Q: 3 clusters Score -1.599794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290980 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15997918.000000 Penalty: 2391.275146
	Iteration 37Q: 3 clusters Score -1.599792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290976 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -15997932.000000 Penalty: 2391.275146
	Iteration 38Q: 3 clusters Score -1.599793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290969 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -15997939.000000 Penalty: 2391.275146
	Iteration 39Q: 3 clusters Score -1.599794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290973 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15997937.000000 Penalty: 2391.275146
	Iteration 40F: 3 clusters Score -1.599794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290976 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -15997938.000000 Penalty: 2391.275146
	Iteration 41Q: 3 clusters Score -1.599794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290976 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -15997945.000000 Penalty: 2391.275146
	Iteration 42Q: 3 clusters Score -1.599794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290977 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15997942.000000 Penalty: 2391.275146
	Iteration 43Q: 3 clusters Score -1.599794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290977 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15997939.000000 Penalty: 2391.275146
	Iteration 44Q: 3 clusters Score -1.599794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290979 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -15997941.000000 Penalty: 2391.275146
	Iteration 45Q: 3 clusters Score -1.599794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290982 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15997941.000000 Penalty: 2391.275146
	Iteration 46Q: 3 clusters Score -1.599794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290985 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15997930.000000 Penalty: 2391.275146
	Iteration 47Q: 3 clusters Score -1.599793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290987 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -15997946.000000 Penalty: 2391.275146
	Iteration 48Q: 3 clusters Score -1.599795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290991 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -15997937.000000 Penalty: 2391.275146
	Iteration 49Q: 3 clusters Score -1.599794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290992 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15997933.000000 Penalty: 2391.275146
	Iteration 50Q: 3 clusters Score -1.599793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290996 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15997934.000000 Penalty: 2391.275146
	Iteration 51Q: 3 clusters Score -1.599793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291002 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15997928.000000 Penalty: 2391.275146
	Iteration 52Q: 3 clusters Score -1.599793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291003 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15997928.000000 Penalty: 2391.275146
	Iteration 53Q: 3 clusters Score -1.599793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291007 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -15997933.000000 Penalty: 2391.275146
	Iteration 54Q: 3 clusters Score -1.599793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291012 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15997936.000000 Penalty: 2391.275146
	Iteration 55Q: 3 clusters Score -1.599794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291014 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -15997932.000000 Penalty: 2391.275146
	Iteration 56Q: 3 clusters Score -1.599793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291017 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -15997941.000000 Penalty: 2391.275146
	Iteration 57Q: 3 clusters Score -1.599794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291019 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -15997947.000000 Penalty: 2391.275146
	Iteration 58Q: 3 clusters Score -1.599795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291023 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15997945.000000 Penalty: 2391.275146
	Iteration 59Q: 3 clusters Score -1.599794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291026 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -15997940.000000 Penalty: 2391.275146
	Iteration 60F: 3 clusters Score -1.599794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291028 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15997931.000000 Penalty: 2391.275146
	Iteration 61Q: 3 clusters Score -1.599793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291030 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -15997933.000000 Penalty: 2391.275146
	Iteration 62Q: 3 clusters Score -1.599793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291031 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15997935.000000 Penalty: 2391.275146
	Iteration 63Q: 3 clusters Score -1.599794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291033 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -15997933.000000 Penalty: 2391.275146
	Iteration 64Q: 3 clusters Score -1.599793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291035 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15997927.000000 Penalty: 2391.275146
	Iteration 65Q: 3 clusters Score -1.599793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291035 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15997932.000000 Penalty: 2391.275146
	Iteration 66Q: 3 clusters Score -1.599793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291035 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15997938.000000 Penalty: 2391.275146
	Iteration 67Q: 3 clusters Score -1.599794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291036 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -15997925.000000 Penalty: 2391.275146
	Iteration 68Q: 3 clusters Score -1.599792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291036 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -15997940.000000 Penalty: 2391.275146
	Iteration 69Q: 3 clusters Score -1.599794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291038 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -15997935.000000 Penalty: 2391.275146
	Iteration 70Q: 3 clusters Score -1.599794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291040 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -15997935.000000 Penalty: 2391.275146
	Iteration 71Q: 3 clusters Score -1.599794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291040 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -15997947.000000 Penalty: 2391.275146
	Iteration 72Q: 3 clusters Score -1.599795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291042 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15997946.000000 Penalty: 2391.275146
	Iteration 73Q: 3 clusters Score -1.599795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291041 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15997943.000000 Penalty: 2391.275146
	Iteration 74Q: 3 clusters Score -1.599794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291043 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15997933.000000 Penalty: 2391.275146
	Iteration 75Q: 3 clusters Score -1.599793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291047 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15997944.000000 Penalty: 2391.275146
	Iteration 76Q: 3 clusters Score -1.599794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291048 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15997947.000000 Penalty: 2391.275146
	Iteration 77Q: 3 clusters Score -1.599795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291050 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15997938.000000 Penalty: 2391.275146
	Iteration 78Q: 3 clusters Score -1.599794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291050 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15997938.000000 Penalty: 2391.275146
	Iteration 79F: 3 clusters Score -1.599794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 26516 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 32036 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 3912 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 14670 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 24046 members 
Mstep: Class 16 contains 13745 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 29059 members 
Mstep: Class 19 contains 7978 members 
Mstep: Class 20 contains 135255 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 292336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626256.000000 Penalty: 33371.695312
Iteration 159Q: 27 clusters Score -3.862626e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 26485 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 4093 members 
Mstep: Class 6 contains 5617 members 
Mstep: Class 7 contains 32108 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 3917 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 2180 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 24323 members 
Mstep: Class 16 contains 13754 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 29139 members 
Mstep: Class 19 contains 8130 members 
Mstep: Class 20 contains 135386 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 8296 members 
Mstep: Class 24 contains 292439 members 
Mstep: Class 25 contains 77895 members 
Mstep: Class 26 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626696.000000 Penalty: 33371.695312
Iteration 160F: 27 clusters Score -3.86267e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 26360 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 4077 members 
Mstep: Class 6 contains 5646 members 
Mstep: Class 7 contains 32128 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 14671 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 24426 members 
Mstep: Class 16 contains 13605 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 29197 members 
Mstep: Class 19 contains 8134 members 
Mstep: Class 20 contains 135277 members 
Mstep: Class 21 contains 2642 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 8198 members 
Mstep: Class 24 contains 292381 members 
Mstep: Class 25 contains 78168 members 
Mstep: Class 26 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626960.000000 Penalty: 33371.695312
Iteration 161Q: 27 clusters Score -3.862696e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 26240 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 4075 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 32148 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 24508 members 
Mstep: Class 16 contains 13500 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 29240 members 
Mstep: Class 19 contains 8143 members 
Mstep: Class 20 contains 135213 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 2960 members 
Mstep: Class 23 contains 8117 members 
Mstep: Class 24 contains 292328 members 
Mstep: Class 25 contains 78291 members 
Mstep: Class 26 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627108.000000 Penalty: 33371.695312
Iteration 162Q: 27 clusters Score -3.862711e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 26159 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 32179 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 10 contains 4132 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 14670 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 24556 members 
Mstep: Class 16 contains 13432 members 
Mstep: Class 17 contains 5766 members 
Mstep: Class 18 contains 29296 members 
Mstep: Class 19 contains 8163 members 
Mstep: Class 20 contains 135179 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 8039 members 
Mstep: Class 24 contains 292310 members 
Mstep: Class 25 contains 78326 members 
Mstep: Class 26 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627052.000000 Penalty: 33371.695312
Iteration 163Q: 27 clusters Score -3.862705e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 26071 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 6 contains 5725 members 
Mstep: Class 7 contains 32193 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 12899 members 
Mstep: Class 10 contains 4177 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 14670 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 24587 members 
Mstep: Class 16 contains 13380 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 29349 members 
Mstep: Class 19 contains 8174 members 
Mstep: Class 20 contains 135181 members 
Mstep: Class 21 contains 2640 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 292293 members 
Mstep: Class 25 contains 78360 members 
Mstep: Class 26 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627148.000000 Penalty: 33371.695312
Iteration 164Q: 27 clusters Score -3.862715e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 4673 members 
Mstep: Class 3 contains 26002 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 5749 members 
Mstep: Class 7 contains 32194 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 12897 members 
Mstep: Class 10 contains 4214 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 14668 members 
Mstep: Class 13 contains 2161 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 24615 members 
Mstep: Class 16 contains 13342 members 
Mstep: Class 17 contains 5712 members 
Mstep: Class 18 contains 29408 members 
Mstep: Class 19 contains 8182 members 
Mstep: Class 20 contains 135188 members 
Mstep: Class 21 contains 2637 members 
Mstep: Class 22 contains 2953 members 
Mstep: Class 23 contains 7840 members 
Mstep: Class 24 contains 292292 members 
Mstep: Class 25 contains 78374 members 
Mstep: Class 26 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627180.000000 Penalty: 33371.695312
Iteration 165Q: 27 clusters Score -3.862718e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 25912 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 5763 members 
Mstep: Class 7 contains 32205 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 12893 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 14668 members 
Mstep: Class 13 contains 2162 members 
Mstep: Class 14 contains 4775 members 
Mstep: Class 15 contains 24640 members 
Mstep: Class 16 contains 13319 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 29467 members 
Mstep: Class 19 contains 8183 members 
Mstep: Class 20 contains 135212 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 7741 members 
Mstep: Class 24 contains 292290 members 
Mstep: Class 25 contains 78375 members 
Mstep: Class 26 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627216.000000 Penalty: 33371.695312
Iteration 166Q: 27 clusters Score -3.862722e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 25849 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 4083 members 
Mstep: Class 6 contains 5773 members 
Mstep: Class 7 contains 32212 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 12888 members 
Mstep: Class 10 contains 4267 members 
Mstep: Class 11 contains 3297 members 
Mstep: Class 12 contains 14668 members 
Mstep: Class 13 contains 2161 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 24657 members 
Mstep: Class 16 contains 13299 members 
Mstep: Class 17 contains 5665 members 
Mstep: Class 18 contains 29536 members 
Mstep: Class 19 contains 8178 members 
Mstep: Class 20 contains 135244 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 7637 members 
Mstep: Class 24 contains 292296 members 
Mstep: Class 25 contains 78361 members 
Mstep: Class 26 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627276.000000 Penalty: 33371.695312
Iteration 167Q: 27 clusters Score -3.862728e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 25785 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 32215 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 12888 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 14666 members 
Mstep: Class 13 contains 2162 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 24660 members 
Mstep: Class 16 contains 13278 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29588 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 135273 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 7560 members 
Mstep: Class 24 contains 292302 members 
Mstep: Class 25 contains 78355 members 
Mstep: Class 26 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627236.000000 Penalty: 33371.695312
Iteration 168Q: 27 clusters Score -3.862724e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 25718 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 5809 members 
Mstep: Class 7 contains 32219 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 12889 members 
Mstep: Class 10 contains 4306 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 14666 members 
Mstep: Class 13 contains 2163 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 24662 members 
Mstep: Class 16 contains 13262 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29634 members 
Mstep: Class 19 contains 8175 members 
Mstep: Class 20 contains 135300 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 7483 members 
Mstep: Class 24 contains 292314 members 
Mstep: Class 25 contains 78347 members 
Mstep: Class 26 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627268.000000 Penalty: 33371.695312
Iteration 169Q: 27 clusters Score -3.862727e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 25644 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 4101 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 32220 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 12889 members 
Mstep: Class 10 contains 4324 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 14665 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 24664 members 
Mstep: Class 16 contains 13246 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 29680 members 
Mstep: Class 19 contains 8179 members 
Mstep: Class 20 contains 135319 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 2941 members 
Mstep: Class 23 contains 7398 members 
Mstep: Class 24 contains 292359 members 
Mstep: Class 25 contains 78343 members 
Mstep: Class 26 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627236.000000 Penalty: 33371.695312
Iteration 170Q: 27 clusters Score -3.862724e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 25582 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 4108 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 32230 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 12888 members 
Mstep: Class 10 contains 4338 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 14664 members 
Mstep: Class 13 contains 2166 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 24664 members 
Mstep: Class 16 contains 13239 members 
Mstep: Class 17 contains 5613 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 19 contains 8181 members 
Mstep: Class 20 contains 135344 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 7315 members 
Mstep: Class 24 contains 292395 members 
Mstep: Class 25 contains 78341 members 
Mstep: Class 26 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627220.000000 Penalty: 33371.695312
Iteration 171Q: 27 clusters Score -3.862722e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 25513 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 4114 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 32236 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 12888 members 
Mstep: Class 10 contains 4351 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 2166 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 24666 members 
Mstep: Class 16 contains 13227 members 
Mstep: Class 17 contains 5606 members 
Mstep: Class 18 contains 29770 members 
Mstep: Class 19 contains 8182 members 
Mstep: Class 20 contains 135376 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 7250 members 
Mstep: Class 24 contains 292417 members 
Mstep: Class 25 contains 78335 members 
Mstep: Class 26 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627236.000000 Penalty: 33371.695312
Iteration 172Q: 27 clusters Score -3.862724e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 4670 members 
Mstep: Class 3 contains 25440 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 32236 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 12888 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 24665 members 
Mstep: Class 16 contains 13220 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 18 contains 29825 members 
Mstep: Class 19 contains 8184 members 
Mstep: Class 20 contains 135401 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 7178 members 
Mstep: Class 24 contains 292424 members 
Mstep: Class 25 contains 78332 members 
Mstep: Class 26 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627172.000000 Penalty: 33371.695312
Iteration 173Q: 27 clusters Score -3.862717e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 25381 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 4133 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 32234 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 12887 members 
Mstep: Class 10 contains 4370 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 24665 members 
Mstep: Class 16 contains 13211 members 
Mstep: Class 17 contains 5581 members 
Mstep: Class 18 contains 29885 members 
Mstep: Class 19 contains 8184 members 
Mstep: Class 20 contains 135434 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 7098 members 
Mstep: Class 24 contains 292435 members 
Mstep: Class 25 contains 78336 members 
Mstep: Class 26 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627212.000000 Penalty: 33371.695312
Iteration 174Q: 27 clusters Score -3.862721e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 25328 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 5879 members 
Mstep: Class 7 contains 32235 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 12885 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 24664 members 
Mstep: Class 16 contains 13205 members 
Mstep: Class 17 contains 5564 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 135466 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 7026 members 
Mstep: Class 24 contains 292450 members 
Mstep: Class 25 contains 78340 members 
Mstep: Class 26 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627152.000000 Penalty: 33371.695312
Iteration 175Q: 27 clusters Score -3.862715e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 25276 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 5884 members 
Mstep: Class 7 contains 32237 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 12884 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 24659 members 
Mstep: Class 16 contains 13206 members 
Mstep: Class 17 contains 5544 members 
Mstep: Class 18 contains 29978 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 135503 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6962 members 
Mstep: Class 24 contains 292463 members 
Mstep: Class 25 contains 78340 members 
Mstep: Class 26 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627136.000000 Penalty: 33371.695312
Iteration 176Q: 27 clusters Score -3.862714e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 25219 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4149 members 
Mstep: Class 6 contains 5889 members 
Mstep: Class 7 contains 32237 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 12884 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 24660 members 
Mstep: Class 16 contains 13200 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 30025 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 135540 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6891 members 
Mstep: Class 24 contains 292481 members 
Mstep: Class 25 contains 78340 members 
Mstep: Class 26 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627176.000000 Penalty: 33371.695312
Iteration 177Q: 27 clusters Score -3.862718e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 25183 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4158 members 
Mstep: Class 6 contains 5892 members 
Mstep: Class 7 contains 32231 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 12884 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 24660 members 
Mstep: Class 16 contains 13193 members 
Mstep: Class 17 contains 5543 members 
Mstep: Class 18 contains 30088 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 135568 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6820 members 
Mstep: Class 24 contains 292475 members 
Mstep: Class 25 contains 78334 members 
Mstep: Class 26 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627280.000000 Penalty: 33371.695312
Iteration 178Q: 27 clusters Score -3.862728e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 25145 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 5895 members 
Mstep: Class 7 contains 32229 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 12884 members 
Mstep: Class 10 contains 4390 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 24660 members 
Mstep: Class 16 contains 13192 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 30140 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 135587 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 292489 members 
Mstep: Class 25 contains 78327 members 
Mstep: Class 26 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627352.000000 Penalty: 33371.695312
Iteration 179Q: 27 clusters Score -3.862735e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 25100 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4182 members 
Mstep: Class 6 contains 5898 members 
Mstep: Class 7 contains 32227 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 12884 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 24663 members 
Mstep: Class 16 contains 13194 members 
Mstep: Class 17 contains 5546 members 
Mstep: Class 18 contains 30193 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 135613 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6653 members 
Mstep: Class 24 contains 292501 members 
Mstep: Class 25 contains 78315 members 
Mstep: Class 26 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627364.000000 Penalty: 33371.695312
Iteration 180F: 27 clusters Score -3.862736e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 25050 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 5901 members 
Mstep: Class 7 contains 32227 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 12882 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4742 members 
Mstep: Class 15 contains 24668 members 
Mstep: Class 16 contains 13195 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 30236 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 135645 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2929 members 
Mstep: Class 23 contains 6573 members 
Mstep: Class 24 contains 292518 members 
Mstep: Class 25 contains 78305 members 
Mstep: Class 26 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627364.000000 Penalty: 33371.695312
Iteration 181Q: 27 clusters Score -3.862736e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 25012 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 5904 members 
Mstep: Class 7 contains 32226 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 24669 members 
Mstep: Class 16 contains 13197 members 
Mstep: Class 17 contains 5543 members 
Mstep: Class 18 contains 30271 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 135669 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 292548 members 
Mstep: Class 25 contains 78300 members 
Mstep: Class 26 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627476.000000 Penalty: 33371.695312
Iteration 182Q: 27 clusters Score -3.862748e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 5905 members 
Mstep: Class 7 contains 32226 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 12875 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 24669 members 
Mstep: Class 16 contains 13196 members 
Mstep: Class 17 contains 5541 members 
Mstep: Class 18 contains 30310 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 135684 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6393 members 
Mstep: Class 24 contains 292608 members 
Mstep: Class 25 contains 78297 members 
Mstep: Class 26 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627528.000000 Penalty: 33371.695312
Iteration 183Q: 27 clusters Score -3.862753e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 5910 members 
Mstep: Class 7 contains 32224 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 12869 members 
Mstep: Class 10 contains 4415 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 24669 members 
Mstep: Class 16 contains 13189 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 135710 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6291 members 
Mstep: Class 24 contains 292666 members 
Mstep: Class 25 contains 78290 members 
Mstep: Class 26 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627480.000000 Penalty: 33371.695312
Iteration 184Q: 27 clusters Score -3.862748e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 24896 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4206 members 
Mstep: Class 6 contains 5911 members 
Mstep: Class 7 contains 32222 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 12865 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 24670 members 
Mstep: Class 16 contains 13186 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 30373 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 135738 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6212 members 
Mstep: Class 24 contains 292705 members 
Mstep: Class 25 contains 78287 members 
Mstep: Class 26 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627484.000000 Penalty: 33371.695312
Iteration 185Q: 27 clusters Score -3.862748e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 24861 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 32222 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 12861 members 
Mstep: Class 10 contains 4418 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 24673 members 
Mstep: Class 16 contains 13192 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 30402 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 135759 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6144 members 
Mstep: Class 24 contains 292734 members 
Mstep: Class 25 contains 78282 members 
Mstep: Class 26 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627420.000000 Penalty: 33371.695312
Iteration 186Q: 27 clusters Score -3.862742e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 24813 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 5916 members 
Mstep: Class 7 contains 32222 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 12860 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4742 members 
Mstep: Class 15 contains 24675 members 
Mstep: Class 16 contains 13196 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 30432 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 135782 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 292768 members 
Mstep: Class 25 contains 78275 members 
Mstep: Class 26 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627376.000000 Penalty: 33371.695312
Iteration 187Q: 27 clusters Score -3.862738e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 24777 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 5919 members 
Mstep: Class 7 contains 32224 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 12860 members 
Mstep: Class 10 contains 4426 members 
Mstep: Class 11 contains 3328 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 24677 members 
Mstep: Class 16 contains 13196 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 30466 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 135801 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 6023 members 
Mstep: Class 24 contains 292785 members 
Mstep: Class 25 contains 78268 members 
Mstep: Class 26 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627372.000000 Penalty: 33371.695312
Iteration 188Q: 27 clusters Score -3.862737e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 24742 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 32222 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 12861 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 24676 members 
Mstep: Class 16 contains 13197 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 30497 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 135818 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5957 members 
Mstep: Class 24 contains 292819 members 
Mstep: Class 25 contains 78257 members 
Mstep: Class 26 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627420.000000 Penalty: 33371.695312
Iteration 189Q: 27 clusters Score -3.862742e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 24711 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 32219 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 12861 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 24677 members 
Mstep: Class 16 contains 13200 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 30521 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 135833 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5883 members 
Mstep: Class 24 contains 292848 members 
Mstep: Class 25 contains 78253 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627428.000000 Penalty: 33371.695312
Iteration 190Q: 27 clusters Score -3.862743e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 24674 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4229 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 32219 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 12862 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 24678 members 
Mstep: Class 16 contains 13203 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 30542 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 135842 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 292888 members 
Mstep: Class 25 contains 78252 members 
Mstep: Class 26 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627544.000000 Penalty: 33371.695312
Iteration 191Q: 27 clusters Score -3.862754e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 24631 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 32218 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 12862 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 24678 members 
Mstep: Class 16 contains 13210 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 30563 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 135849 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 292954 members 
Mstep: Class 25 contains 78258 members 
Mstep: Class 26 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627636.000000 Penalty: 33371.695312
Iteration 192Q: 27 clusters Score -3.862764e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 24602 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 32219 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 12862 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 24678 members 
Mstep: Class 16 contains 13212 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 30585 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 135859 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 293014 members 
Mstep: Class 25 contains 78259 members 
Mstep: Class 26 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627572.000000 Penalty: 33371.695312
Iteration 193Q: 27 clusters Score -3.862757e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 24559 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 32217 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 12862 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 24678 members 
Mstep: Class 16 contains 13209 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 30617 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 135870 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 293075 members 
Mstep: Class 25 contains 78259 members 
Mstep: Class 26 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627640.000000 Penalty: 33371.695312
Iteration 194Q: 27 clusters Score -3.862764e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 24501 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4239 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 32217 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 12862 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 24679 members 
Mstep: Class 16 contains 13207 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 30646 members 
Mstep: Class 19 contains 8192 members 
Mstep: Class 20 contains 135886 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 293146 members 
Mstep: Class 25 contains 78255 members 
Mstep: Class 26 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627752.000000 Penalty: 33371.695312
Iteration 195Q: 27 clusters Score -3.862775e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 24441 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 5927 members 
Mstep: Class 7 contains 32215 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 12861 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 24682 members 
Mstep: Class 16 contains 13206 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 30675 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 135906 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5254 members 
Mstep: Class 24 contains 293219 members 
Mstep: Class 25 contains 78250 members 
Mstep: Class 26 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627732.000000 Penalty: 33371.695312
Iteration 196Q: 27 clusters Score -3.862773e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 24372 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 32211 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 12861 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 24684 members 
Mstep: Class 16 contains 13204 members 
Mstep: Class 17 contains 5514 members 
Mstep: Class 18 contains 30704 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 135937 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5156 members 
Mstep: Class 24 contains 293274 members 
Mstep: Class 25 contains 78249 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627748.000000 Penalty: 33371.695312
Iteration 197Q: 27 clusters Score -3.862775e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 24308 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 32207 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 12860 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 24687 members 
Mstep: Class 16 contains 13200 members 
Mstep: Class 17 contains 5509 members 
Mstep: Class 18 contains 30735 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 135965 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 293319 members 
Mstep: Class 25 contains 78249 members 
Mstep: Class 26 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627800.000000 Penalty: 33371.695312
Iteration 198Q: 27 clusters Score -3.86278e+07 nChanged 397
Entering ConstructFrom: 
Score: -38627800.000000 Penalty: 33371.695312
Entering ConstructFrom: 
Trying to split cluster 1 (14475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Entering Unmasked Estep 
Score: -784999.000000 Penalty: 910.116943
	Iteration 0F: 2 clusters Score -784999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -775216.687500 Penalty: 1820.233887
	Iteration 0F: 3 clusters Score -775216.7 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -778845.375000 Penalty: 1820.233887
	Iteration 1F: 3 clusters Score -778845.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -779211.000000 Penalty: 1820.233887
	Iteration 2F: 3 clusters Score -779211 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -779751.687500 Penalty: 1820.233887
	Iteration 3F: 3 clusters Score -779751.7 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -780555.687500 Penalty: 1820.233887
	Iteration 4F: 3 clusters Score -780555.7 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -781596.875000 Penalty: 1820.233887
	Iteration 5F: 3 clusters Score -781596.9 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -782700.687500 Penalty: 1820.233887
	Iteration 6F: 3 clusters Score -782700.7 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -783618.187500 Penalty: 1820.233887
	Iteration 7F: 3 clusters Score -783618.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -784236.875000 Penalty: 1820.233887
	Iteration 8Q: 3 clusters Score -784236.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -784504.312500 Penalty: 1820.233887
	Iteration 9Q: 3 clusters Score -784504.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -784598.875000 Penalty: 1820.233887
	Iteration 10Q: 3 clusters Score -784598.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -784649.625000 Penalty: 1820.233887
	Iteration 11Q: 3 clusters Score -784649.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -784684.937500 Penalty: 1820.233887
	Iteration 12Q: 3 clusters Score -784684.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -784702.500000 Penalty: 1820.233887
	Iteration 13Q: 3 clusters Score -784702.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -784717.312500 Penalty: 1820.233887
	Iteration 14Q: 3 clusters Score -784717.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -784728.500000 Penalty: 1820.233887
	Iteration 15Q: 3 clusters Score -784728.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -784742.562500 Penalty: 1820.233887
	Iteration 16Q: 3 clusters Score -784742.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -784750.750000 Penalty: 1820.233887
	Iteration 17Q: 3 clusters Score -784750.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -784755.250000 Penalty: 1820.233887
	Iteration 18Q: 3 clusters Score -784755.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -784764.562500 Penalty: 1820.233887
	Iteration 19Q: 3 clusters Score -784764.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -784771.500000 Penalty: 1820.233887
	Iteration 20F: 3 clusters Score -784771.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -784775.937500 Penalty: 1820.233887
	Iteration 21Q: 3 clusters Score -784775.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -784777.500000 Penalty: 1820.233887
	Iteration 22Q: 3 clusters Score -784777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -784780.375000 Penalty: 1820.233887
	Iteration 23Q: 3 clusters Score -784780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -784780.250000 Penalty: 1820.233887
	Iteration 24Q: 3 clusters Score -784780.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -784782.437500 Penalty: 1820.233887
	Iteration 25Q: 3 clusters Score -784782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -784780.125000 Penalty: 1820.233887
	Iteration 26Q: 3 clusters Score -784780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -784781.812500 Penalty: 1820.233887
	Iteration 27Q: 3 clusters Score -784781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -784782.375000 Penalty: 1820.233887
	Iteration 28Q: 3 clusters Score -784782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -784782.250000 Penalty: 1820.233887
	Iteration 29Q: 3 clusters Score -784782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -784782.250000 Penalty: 1820.233887
	Iteration 30F: 3 clusters Score -784782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Entering Unmasked Estep 
Score: -252995.843750 Penalty: 802.300415
	Iteration 0F: 2 clusters Score -252995.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -249608.093750 Penalty: 1604.600830
	Iteration 0F: 3 clusters Score -249608.1 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -250657.687500 Penalty: 1604.600830
	Iteration 1F: 3 clusters Score -250657.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -250827.500000 Penalty: 1604.600830
	Iteration 2F: 3 clusters Score -250827.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -250956.656250 Penalty: 1604.600830
	Iteration 3F: 3 clusters Score -250956.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -251059.453125 Penalty: 1604.600830
	Iteration 4Q: 3 clusters Score -251059.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -251130.125000 Penalty: 1604.600830
	Iteration 5Q: 3 clusters Score -251130.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -251194.140625 Penalty: 1604.600830
	Iteration 6Q: 3 clusters Score -251194.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -251265.703125 Penalty: 1604.600830
	Iteration 7Q: 3 clusters Score -251265.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -251336.703125 Penalty: 1604.600830
	Iteration 8Q: 3 clusters Score -251336.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -251411.140625 Penalty: 1604.600830
	Iteration 9Q: 3 clusters Score -251411.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -251469.296875 Penalty: 1604.600830
	Iteration 10Q: 3 clusters Score -251469.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -251524.687500 Penalty: 1604.600830
	Iteration 11Q: 3 clusters Score -251524.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -251576.906250 Penalty: 1604.600830
	Iteration 12Q: 3 clusters Score -251576.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -251634.578125 Penalty: 1604.600830
	Iteration 13Q: 3 clusters Score -251634.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -251699.765625 Penalty: 1604.600830
	Iteration 14Q: 3 clusters Score -251699.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -251764.187500 Penalty: 1604.600830
	Iteration 15Q: 3 clusters Score -251764.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -251829.531250 Penalty: 1604.600830
	Iteration 16Q: 3 clusters Score -251829.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -251896.796875 Penalty: 1604.600830
	Iteration 17Q: 3 clusters Score -251896.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -251958.296875 Penalty: 1604.600830
	Iteration 18Q: 3 clusters Score -251958.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -252005.078125 Penalty: 1604.600830
	Iteration 19Q: 3 clusters Score -252005.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -252046.375000 Penalty: 1604.600830
	Iteration 20F: 3 clusters Score -252046.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -252088.328125 Penalty: 1604.600830
	Iteration 21Q: 3 clusters Score -252088.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -252116.984375 Penalty: 1604.600830
	Iteration 22Q: 3 clusters Score -252117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252143.671875 Penalty: 1604.600830
	Iteration 23Q: 3 clusters Score -252143.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -252170.125000 Penalty: 1604.600830
	Iteration 24Q: 3 clusters Score -252170.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -252186.453125 Penalty: 1604.600830
	Iteration 25Q: 3 clusters Score -252186.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -252197.093750 Penalty: 1604.600830
	Iteration 26Q: 3 clusters Score -252197.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -252207.265625 Penalty: 1604.600830
	Iteration 27Q: 3 clusters Score -252207.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -252223.515625 Penalty: 1604.600830
	Iteration 28Q: 3 clusters Score -252223.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -252243.265625 Penalty: 1604.600830
	Iteration 29Q: 3 clusters Score -252243.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -252266.968750 Penalty: 1604.600830
	Iteration 30Q: 3 clusters Score -252267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -252281.828125 Penalty: 1604.600830
	Iteration 31Q: 3 clusters Score -252281.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -252296.062500 Penalty: 1604.600830
	Iteration 32Q: 3 clusters Score -252296.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -252303.906250 Penalty: 1604.600830
	Iteration 33Q: 3 clusters Score -252303.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -252311.390625 Penalty: 1604.600830
	Iteration 34Q: 3 clusters Score -252311.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -252318.953125 Penalty: 1604.600830
	Iteration 35Q: 3 clusters Score -252319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -252331.250000 Penalty: 1604.600830
	Iteration 36Q: 3 clusters Score -252331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252338.171875 Penalty: 1604.600830
	Iteration 37Q: 3 clusters Score -252338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -252340.781250 Penalty: 1604.600830
	Iteration 38Q: 3 clusters Score -252340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -252344.171875 Penalty: 1604.600830
	Iteration 39Q: 3 clusters Score -252344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -252344.812500 Penalty: 1604.600830
	Iteration 40F: 3 clusters Score -252344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -252347.546875 Penalty: 1604.600830
	Iteration 41Q: 3 clusters Score -252347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -252348.062500 Penalty: 1604.600830
	Iteration 42Q: 3 clusters Score -252348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -252349.906250 Penalty: 1604.600830
	Iteration 43Q: 3 clusters Score -252349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -252350.750000 Penalty: 1604.600830
	Iteration 44Q: 3 clusters Score -252350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -252352.156250 Penalty: 1604.600830
	Iteration 45Q: 3 clusters Score -252352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -252353.312500 Penalty: 1604.600830
	Iteration 46Q: 3 clusters Score -252353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -252353.843750 Penalty: 1604.600830
	Iteration 47Q: 3 clusters Score -252353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -252354.546875 Penalty: 1604.600830
	Iteration 48Q: 3 clusters Score -252354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -252355.359375 Penalty: 1604.600830
	Iteration 49Q: 3 clusters Score -252355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -252355.421875 Penalty: 1604.600830
	Iteration 50Q: 3 clusters Score -252355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -252355.015625 Penalty: 1604.600830
	Iteration 51Q: 3 clusters Score -252355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -252356.734375 Penalty: 1604.600830
	Iteration 52Q: 3 clusters Score -252356.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -252357.468750 Penalty: 1604.600830
	Iteration 53Q: 3 clusters Score -252357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -252358.312500 Penalty: 1604.600830
	Iteration 54Q: 3 clusters Score -252358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -252359.000000 Penalty: 1604.600830
	Iteration 55Q: 3 clusters Score -252359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -252359.750000 Penalty: 1604.600830
	Iteration 56Q: 3 clusters Score -252359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -252360.265625 Penalty: 1604.600830
	Iteration 57Q: 3 clusters Score -252360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -252360.765625 Penalty: 1604.600830
	Iteration 58Q: 3 clusters Score -252360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -252360.703125 Penalty: 1604.600830
	Iteration 59Q: 3 clusters Score -252360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -252360.703125 Penalty: 1604.600830
	Iteration 60F: 3 clusters Score -252360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Entering Unmasked Estep 
Score: -1207390.500000 Penalty: 959.124573
	Iteration 0F: 2 clusters Score -1207390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1191168.500000 Penalty: 1918.249146
	Iteration 0F: 3 clusters Score -1191168 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1197793.625000 Penalty: 1918.249146
	Iteration 1F: 3 clusters Score -1197794 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1198245.125000 Penalty: 1918.249146
	Iteration 2Q: 3 clusters Score -1198245 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1198762.625000 Penalty: 1918.249146
	Iteration 3F: 3 clusters Score -1198763 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1199494.625000 Penalty: 1918.249146
	Iteration 4F: 3 clusters Score -1199495 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1200435.125000 Penalty: 1918.249146
	Iteration 5F: 3 clusters Score -1200435 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1201663.625000 Penalty: 1918.249146
	Iteration 6F: 3 clusters Score -1201664 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1203087.875000 Penalty: 1918.249146
	Iteration 7F: 3 clusters Score -1203088 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -1204436.875000 Penalty: 1918.249146
	Iteration 8F: 3 clusters Score -1204437 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -1205470.750000 Penalty: 1918.249146
	Iteration 9Q: 3 clusters Score -1205471 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -1206091.125000 Penalty: 1918.249146
	Iteration 10Q: 3 clusters Score -1206091 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -1206398.250000 Penalty: 1918.249146
	Iteration 11Q: 3 clusters Score -1206398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -1206503.375000 Penalty: 1918.249146
	Iteration 12Q: 3 clusters Score -1206503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -1206559.000000 Penalty: 1918.249146
	Iteration 13Q: 3 clusters Score -1206559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -1206583.500000 Penalty: 1918.249146
	Iteration 14Q: 3 clusters Score -1206584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -1206589.875000 Penalty: 1918.249146
	Iteration 15Q: 3 clusters Score -1206590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -1206595.250000 Penalty: 1918.249146
	Iteration 16Q: 3 clusters Score -1206595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -1206596.125000 Penalty: 1918.249146
	Iteration 17Q: 3 clusters Score -1206596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -1206597.125000 Penalty: 1918.249146
	Iteration 18Q: 3 clusters Score -1206597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -1206597.375000 Penalty: 1918.249146
	Iteration 19Q: 3 clusters Score -1206597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -1206597.375000 Penalty: 1918.249146
	Iteration 20F: 3 clusters Score -1206597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -164780.421875 Penalty: 772.635010
	Iteration 0F: 2 clusters Score -164780.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -162207.250000 Penalty: 1545.270020
	Iteration 0F: 3 clusters Score -162207.2 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -163004.390625 Penalty: 1545.270020
	Iteration 1F: 3 clusters Score -163004.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -163237.609375 Penalty: 1545.270020
	Iteration 2F: 3 clusters Score -163237.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -163543.250000 Penalty: 1545.270020
	Iteration 3F: 3 clusters Score -163543.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -163835.515625 Penalty: 1545.270020
	Iteration 4F: 3 clusters Score -163835.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -164076.187500 Penalty: 1545.270020
	Iteration 5F: 3 clusters Score -164076.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -164250.296875 Penalty: 1545.270020
	Iteration 6F: 3 clusters Score -164250.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -164355.765625 Penalty: 1545.270020
	Iteration 7Q: 3 clusters Score -164355.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -164406.062500 Penalty: 1545.270020
	Iteration 8Q: 3 clusters Score -164406.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -164439.593750 Penalty: 1545.270020
	Iteration 9Q: 3 clusters Score -164439.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -164463.625000 Penalty: 1545.270020
	Iteration 10Q: 3 clusters Score -164463.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -164486.125000 Penalty: 1545.270020
	Iteration 11Q: 3 clusters Score -164486.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -164506.656250 Penalty: 1545.270020
	Iteration 12Q: 3 clusters Score -164506.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -164523.156250 Penalty: 1545.270020
	Iteration 13Q: 3 clusters Score -164523.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -164537.578125 Penalty: 1545.270020
	Iteration 14Q: 3 clusters Score -164537.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -164552.968750 Penalty: 1545.270020
	Iteration 15Q: 3 clusters Score -164553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -164564.953125 Penalty: 1545.270020
	Iteration 16Q: 3 clusters Score -164565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -164574.437500 Penalty: 1545.270020
	Iteration 17Q: 3 clusters Score -164574.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -164578.406250 Penalty: 1545.270020
	Iteration 18Q: 3 clusters Score -164578.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164584.109375 Penalty: 1545.270020
	Iteration 19Q: 3 clusters Score -164584.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -164593.140625 Penalty: 1545.270020
	Iteration 20F: 3 clusters Score -164593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -164597.031250 Penalty: 1545.270020
	Iteration 21Q: 3 clusters Score -164597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -164599.984375 Penalty: 1545.270020
	Iteration 22Q: 3 clusters Score -164600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -164602.140625 Penalty: 1545.270020
	Iteration 23Q: 3 clusters Score -164602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -164603.328125 Penalty: 1545.270020
	Iteration 24Q: 3 clusters Score -164603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -164604.125000 Penalty: 1545.270020
	Iteration 25Q: 3 clusters Score -164604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -164605.578125 Penalty: 1545.270020
	Iteration 26Q: 3 clusters Score -164605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -164607.000000 Penalty: 1545.270020
	Iteration 27Q: 3 clusters Score -164607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -164608.093750 Penalty: 1545.270020
	Iteration 28Q: 3 clusters Score -164608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -164608.796875 Penalty: 1545.270020
	Iteration 29Q: 3 clusters Score -164608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -164609.359375 Penalty: 1545.270020
	Iteration 30Q: 3 clusters Score -164609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -164609.671875 Penalty: 1545.270020
	Iteration 31Q: 3 clusters Score -164609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -164609.921875 Penalty: 1545.270020
	Iteration 32Q: 3 clusters Score -164609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -164609.921875 Penalty: 1545.270020
	Iteration 33F: 3 clusters Score -164609.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Entering Unmasked Estep 
Score: -230800.062500 Penalty: 794.206787
	Iteration 0F: 2 clusters Score -230800.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -227674.265625 Penalty: 1588.413574
	Iteration 0F: 3 clusters Score -227674.3 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -228657.843750 Penalty: 1588.413574
	Iteration 1F: 3 clusters Score -228657.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -228866.000000 Penalty: 1588.413574
	Iteration 2F: 3 clusters Score -228866 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -229077.437500 Penalty: 1588.413574
	Iteration 3F: 3 clusters Score -229077.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -229326.421875 Penalty: 1588.413574
	Iteration 4F: 3 clusters Score -229326.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -229612.328125 Penalty: 1588.413574
	Iteration 5F: 3 clusters Score -229612.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -229843.171875 Penalty: 1588.413574
	Iteration 6F: 3 clusters Score -229843.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -230018.718750 Penalty: 1588.413574
	Iteration 7F: 3 clusters Score -230018.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -230137.593750 Penalty: 1588.413574
	Iteration 8Q: 3 clusters Score -230137.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -230210.015625 Penalty: 1588.413574
	Iteration 9Q: 3 clusters Score -230210 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -230254.687500 Penalty: 1588.413574
	Iteration 10Q: 3 clusters Score -230254.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -230279.109375 Penalty: 1588.413574
	Iteration 11Q: 3 clusters Score -230279.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -230295.625000 Penalty: 1588.413574
	Iteration 12Q: 3 clusters Score -230295.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -230307.343750 Penalty: 1588.413574
	Iteration 13Q: 3 clusters Score -230307.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -230319.609375 Penalty: 1588.413574
	Iteration 14Q: 3 clusters Score -230319.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -230330.140625 Penalty: 1588.413574
	Iteration 15Q: 3 clusters Score -230330.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -230337.671875 Penalty: 1588.413574
	Iteration 16Q: 3 clusters Score -230337.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -230345.359375 Penalty: 1588.413574
	Iteration 17Q: 3 clusters Score -230345.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -230351.484375 Penalty: 1588.413574
	Iteration 18Q: 3 clusters Score -230351.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -230354.843750 Penalty: 1588.413574
	Iteration 19Q: 3 clusters Score -230354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -230358.062500 Penalty: 1588.413574
	Iteration 20F: 3 clusters Score -230358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -230361.171875 Penalty: 1588.413574
	Iteration 21Q: 3 clusters Score -230361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -230363.062500 Penalty: 1588.413574
	Iteration 22Q: 3 clusters Score -230363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -230364.203125 Penalty: 1588.413574
	Iteration 23Q: 3 clusters Score -230364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -230365.734375 Penalty: 1588.413574
	Iteration 24Q: 3 clusters Score -230365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -230366.125000 Penalty: 1588.413574
	Iteration 25Q: 3 clusters Score -230366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -230366.656250 Penalty: 1588.413574
	Iteration 26Q: 3 clusters Score -230366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -230366.890625 Penalty: 1588.413574
	Iteration 27Q: 3 clusters Score -230366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -230366.703125 Penalty: 1588.413574
	Iteration 28Q: 3 clusters Score -230366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -230366.937500 Penalty: 1588.413574
	Iteration 29Q: 3 clusters Score -230366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -230366.937500 Penalty: 1588.413574
	Iteration 30F: 3 clusters Score -230366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -296510.000000 Penalty: 825.339050
	Iteration 0F: 2 clusters Score -296510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -292341.906250 Penalty: 1650.678101
	Iteration 0F: 3 clusters Score -292341.9 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -293760.937500 Penalty: 1650.678101
	Iteration 1F: 3 clusters Score -293760.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -293948.968750 Penalty: 1650.678101
	Iteration 2F: 3 clusters Score -293949 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -294128.562500 Penalty: 1650.678101
	Iteration 3F: 3 clusters Score -294128.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -294282.968750 Penalty: 1650.678101
	Iteration 4F: 3 clusters Score -294283 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -294433.906250 Penalty: 1650.678101
	Iteration 5Q: 3 clusters Score -294433.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -294567.875000 Penalty: 1650.678101
	Iteration 6Q: 3 clusters Score -294567.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -294675.437500 Penalty: 1650.678101
	Iteration 7Q: 3 clusters Score -294675.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -294794.000000 Penalty: 1650.678101
	Iteration 8Q: 3 clusters Score -294794 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -294905.031250 Penalty: 1650.678101
	Iteration 9Q: 3 clusters Score -294905 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -294995.468750 Penalty: 1650.678101
	Iteration 10Q: 3 clusters Score -294995.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -295096.187500 Penalty: 1650.678101
	Iteration 11Q: 3 clusters Score -295096.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -295207.343750 Penalty: 1650.678101
	Iteration 12Q: 3 clusters Score -295207.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -295303.437500 Penalty: 1650.678101
	Iteration 13Q: 3 clusters Score -295303.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -295404.031250 Penalty: 1650.678101
	Iteration 14Q: 3 clusters Score -295404 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -295488.843750 Penalty: 1650.678101
	Iteration 15Q: 3 clusters Score -295488.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -295566.625000 Penalty: 1650.678101
	Iteration 16Q: 3 clusters Score -295566.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -295627.281250 Penalty: 1650.678101
	Iteration 17Q: 3 clusters Score -295627.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -295675.906250 Penalty: 1650.678101
	Iteration 18Q: 3 clusters Score -295675.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -295701.718750 Penalty: 1650.678101
	Iteration 19Q: 3 clusters Score -295701.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -295723.906250 Penalty: 1650.678101
	Iteration 20F: 3 clusters Score -295723.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -295743.562500 Penalty: 1650.678101
	Iteration 21Q: 3 clusters Score -295743.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -295762.343750 Penalty: 1650.678101
	Iteration 22Q: 3 clusters Score -295762.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -295783.343750 Penalty: 1650.678101
	Iteration 23Q: 3 clusters Score -295783.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -295799.562500 Penalty: 1650.678101
	Iteration 24Q: 3 clusters Score -295799.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -295813.937500 Penalty: 1650.678101
	Iteration 25Q: 3 clusters Score -295813.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -295820.593750 Penalty: 1650.678101
	Iteration 26Q: 3 clusters Score -295820.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -295827.406250 Penalty: 1650.678101
	Iteration 27Q: 3 clusters Score -295827.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -295833.406250 Penalty: 1650.678101
	Iteration 28Q: 3 clusters Score -295833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -295841.750000 Penalty: 1650.678101
	Iteration 29Q: 3 clusters Score -295841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -295847.875000 Penalty: 1650.678101
	Iteration 30Q: 3 clusters Score -295847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -295850.500000 Penalty: 1650.678101
	Iteration 31Q: 3 clusters Score -295850.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -295852.125000 Penalty: 1650.678101
	Iteration 32Q: 3 clusters Score -295852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -295854.968750 Penalty: 1650.678101
	Iteration 33Q: 3 clusters Score -295855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -295856.656250 Penalty: 1650.678101
	Iteration 34Q: 3 clusters Score -295856.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -295859.000000 Penalty: 1650.678101
	Iteration 35Q: 3 clusters Score -295859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -295860.437500 Penalty: 1650.678101
	Iteration 36Q: 3 clusters Score -295860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -295860.437500 Penalty: 1650.678101
	Iteration 37Q: 3 clusters Score -295860.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -295860.437500 Penalty: 1650.678101
	Iteration 38F: 3 clusters Score -295860.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Entering Unmasked Estep 
Score: -1863172.500000 Penalty: 986.088318
	Iteration 0F: 2 clusters Score -1863172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1841600.500000 Penalty: 1972.176636
	Iteration 0F: 3 clusters Score -1841600 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1850293.750000 Penalty: 1972.176636
	Iteration 1F: 3 clusters Score -1850294 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1850673.375000 Penalty: 1972.176636
	Iteration 2Q: 3 clusters Score -1850673 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1851189.750000 Penalty: 1972.176636
	Iteration 3Q: 3 clusters Score -1851190 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -1852008.500000 Penalty: 1972.176636
	Iteration 4F: 3 clusters Score -1852008 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -1853524.000000 Penalty: 1972.176636
	Iteration 5F: 3 clusters Score -1853524 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -1855886.875000 Penalty: 1972.176636
	Iteration 6F: 3 clusters Score -1855887 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -1858644.500000 Penalty: 1972.176636
	Iteration 7F: 3 clusters Score -1858644 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -1860706.875000 Penalty: 1972.176636
	Iteration 8F: 3 clusters Score -1860707 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -1861734.125000 Penalty: 1972.176636
	Iteration 9Q: 3 clusters Score -1861734 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -1862068.875000 Penalty: 1972.176636
	Iteration 10Q: 3 clusters Score -1862069 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -1862211.500000 Penalty: 1972.176636
	Iteration 11Q: 3 clusters Score -1862212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -1862251.750000 Penalty: 1972.176636
	Iteration 12Q: 3 clusters Score -1862252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -1862271.500000 Penalty: 1972.176636
	Iteration 13Q: 3 clusters Score -1862272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -1862286.625000 Penalty: 1972.176636
	Iteration 14Q: 3 clusters Score -1862287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -1862294.125000 Penalty: 1972.176636
	Iteration 15Q: 3 clusters Score -1862294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -1862307.000000 Penalty: 1972.176636
	Iteration 16Q: 3 clusters Score -1862307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -1862314.375000 Penalty: 1972.176636
	Iteration 17Q: 3 clusters Score -1862314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -1862319.500000 Penalty: 1972.176636
	Iteration 18Q: 3 clusters Score -1862320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -1862325.750000 Penalty: 1972.176636
	Iteration 19Q: 3 clusters Score -1862326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -1862331.500000 Penalty: 1972.176636
	Iteration 20F: 3 clusters Score -1862332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -1862332.000000 Penalty: 1972.176636
	Iteration 21Q: 3 clusters Score -1862332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -1862333.500000 Penalty: 1972.176636
	Iteration 22Q: 3 clusters Score -1862334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -1862333.500000 Penalty: 1972.176636
	Iteration 23F: 3 clusters Score -1862334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Entering Unmasked Estep 
Score: -217884.156250 Penalty: 785.991211
	Iteration 0F: 2 clusters Score -217884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -214950.359375 Penalty: 1571.982422
	Iteration 0F: 3 clusters Score -214950.4 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -215780.546875 Penalty: 1571.982422
	Iteration 1F: 3 clusters Score -215780.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -215874.906250 Penalty: 1571.982422
	Iteration 2F: 3 clusters Score -215874.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -215927.343750 Penalty: 1571.982422
	Iteration 3Q: 3 clusters Score -215927.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -215962.015625 Penalty: 1571.982422
	Iteration 4Q: 3 clusters Score -215962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -215988.531250 Penalty: 1571.982422
	Iteration 5Q: 3 clusters Score -215988.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -216014.890625 Penalty: 1571.982422
	Iteration 6Q: 3 clusters Score -216014.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -216033.703125 Penalty: 1571.982422
	Iteration 7Q: 3 clusters Score -216033.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -216050.546875 Penalty: 1571.982422
	Iteration 8Q: 3 clusters Score -216050.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -216068.468750 Penalty: 1571.982422
	Iteration 9Q: 3 clusters Score -216068.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -216085.828125 Penalty: 1571.982422
	Iteration 10Q: 3 clusters Score -216085.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -216105.156250 Penalty: 1571.982422
	Iteration 11Q: 3 clusters Score -216105.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -216133.984375 Penalty: 1571.982422
	Iteration 12Q: 3 clusters Score -216134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -216168.750000 Penalty: 1571.982422
	Iteration 13Q: 3 clusters Score -216168.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -216209.859375 Penalty: 1571.982422
	Iteration 14Q: 3 clusters Score -216209.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -216260.406250 Penalty: 1571.982422
	Iteration 15Q: 3 clusters Score -216260.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -216328.578125 Penalty: 1571.982422
	Iteration 16Q: 3 clusters Score -216328.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -216431.796875 Penalty: 1571.982422
	Iteration 17Q: 3 clusters Score -216431.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -216569.765625 Penalty: 1571.982422
	Iteration 18Q: 3 clusters Score -216569.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -216707.625000 Penalty: 1571.982422
	Iteration 19Q: 3 clusters Score -216707.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -216838.171875 Penalty: 1571.982422
	Iteration 20F: 3 clusters Score -216838.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -216935.406250 Penalty: 1571.982422
	Iteration 21Q: 3 clusters Score -216935.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -217021.156250 Penalty: 1571.982422
	Iteration 22Q: 3 clusters Score -217021.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -217077.578125 Penalty: 1571.982422
	Iteration 23Q: 3 clusters Score -217077.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -217129.671875 Penalty: 1571.982422
	Iteration 24Q: 3 clusters Score -217129.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -217162.453125 Penalty: 1571.982422
	Iteration 25Q: 3 clusters Score -217162.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -217185.625000 Penalty: 1571.982422
	Iteration 26Q: 3 clusters Score -217185.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -217192.906250 Penalty: 1571.982422
	Iteration 27Q: 3 clusters Score -217192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -217199.484375 Penalty: 1571.982422
	Iteration 28Q: 3 clusters Score -217199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -217201.656250 Penalty: 1571.982422
	Iteration 29Q: 3 clusters Score -217201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -217204.609375 Penalty: 1571.982422
	Iteration 30Q: 3 clusters Score -217204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -217207.500000 Penalty: 1571.982422
	Iteration 31Q: 3 clusters Score -217207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -217211.203125 Penalty: 1571.982422
	Iteration 32Q: 3 clusters Score -217211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -217213.328125 Penalty: 1571.982422
	Iteration 33Q: 3 clusters Score -217213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -217217.390625 Penalty: 1571.982422
	Iteration 34Q: 3 clusters Score -217217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -217218.703125 Penalty: 1571.982422
	Iteration 35Q: 3 clusters Score -217218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -217219.515625 Penalty: 1571.982422
	Iteration 36Q: 3 clusters Score -217219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -217219.812500 Penalty: 1571.982422
	Iteration 37Q: 3 clusters Score -217219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -217219.812500 Penalty: 1571.982422
	Iteration 38F: 3 clusters Score -217219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Entering Unmasked Estep 
Score: -689383.687500 Penalty: 898.863525
	Iteration 0F: 2 clusters Score -689383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -680764.750000 Penalty: 1797.727051
	Iteration 0F: 3 clusters Score -680764.8 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -683949.500000 Penalty: 1797.727051
	Iteration 1F: 3 clusters Score -683949.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -684185.000000 Penalty: 1797.727051
	Iteration 2Q: 3 clusters Score -684185 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -684440.500000 Penalty: 1797.727051
	Iteration 3Q: 3 clusters Score -684440.5 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -684777.750000 Penalty: 1797.727051
	Iteration 4F: 3 clusters Score -684777.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -685238.437500 Penalty: 1797.727051
	Iteration 5F: 3 clusters Score -685238.4 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -685846.500000 Penalty: 1797.727051
	Iteration 6F: 3 clusters Score -685846.5 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -686609.062500 Penalty: 1797.727051
	Iteration 7F: 3 clusters Score -686609.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -687371.625000 Penalty: 1797.727051
	Iteration 8F: 3 clusters Score -687371.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -687982.750000 Penalty: 1797.727051
	Iteration 9Q: 3 clusters Score -687982.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -688305.625000 Penalty: 1797.727051
	Iteration 10Q: 3 clusters Score -688305.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -688444.812500 Penalty: 1797.727051
	Iteration 11Q: 3 clusters Score -688444.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -688543.187500 Penalty: 1797.727051
	Iteration 12Q: 3 clusters Score -688543.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -688589.687500 Penalty: 1797.727051
	Iteration 13Q: 3 clusters Score -688589.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -688612.687500 Penalty: 1797.727051
	Iteration 14Q: 3 clusters Score -688612.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -688636.562500 Penalty: 1797.727051
	Iteration 15Q: 3 clusters Score -688636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -688649.062500 Penalty: 1797.727051
	Iteration 16Q: 3 clusters Score -688649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -688653.625000 Penalty: 1797.727051
	Iteration 17Q: 3 clusters Score -688653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -688654.250000 Penalty: 1797.727051
	Iteration 18Q: 3 clusters Score -688654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -688658.500000 Penalty: 1797.727051
	Iteration 19Q: 3 clusters Score -688658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -688664.687500 Penalty: 1797.727051
	Iteration 20F: 3 clusters Score -688664.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -688667.875000 Penalty: 1797.727051
	Iteration 21Q: 3 clusters Score -688667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -688669.937500 Penalty: 1797.727051
	Iteration 22Q: 3 clusters Score -688669.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -688671.687500 Penalty: 1797.727051
	Iteration 23Q: 3 clusters Score -688671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -688674.187500 Penalty: 1797.727051
	Iteration 24Q: 3 clusters Score -688674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -688674.187500 Penalty: 1797.727051
	Iteration 25F: 3 clusters Score -688674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -267971.218750 Penalty: 797.977234
	Iteration 0F: 2 clusters Score -267971.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -264701.812500 Penalty: 1595.954468
	Iteration 0F: 3 clusters Score -264701.8 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -265715.656250 Penalty: 1595.954468
	Iteration 1F: 3 clusters Score -265715.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -265840.875000 Penalty: 1595.954468
	Iteration 2F: 3 clusters Score -265840.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -265959.937500 Penalty: 1595.954468
	Iteration 3F: 3 clusters Score -265959.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -266074.812500 Penalty: 1595.954468
	Iteration 4F: 3 clusters Score -266074.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -266205.406250 Penalty: 1595.954468
	Iteration 5Q: 3 clusters Score -266205.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -266375.187500 Penalty: 1595.954468
	Iteration 6F: 3 clusters Score -266375.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -266577.843750 Penalty: 1595.954468
	Iteration 7F: 3 clusters Score -266577.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -266753.187500 Penalty: 1595.954468
	Iteration 8Q: 3 clusters Score -266753.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -266902.531250 Penalty: 1595.954468
	Iteration 9Q: 3 clusters Score -266902.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -267020.593750 Penalty: 1595.954468
	Iteration 10Q: 3 clusters Score -267020.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -267093.156250 Penalty: 1595.954468
	Iteration 11Q: 3 clusters Score -267093.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -267136.375000 Penalty: 1595.954468
	Iteration 12Q: 3 clusters Score -267136.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -267168.468750 Penalty: 1595.954468
	Iteration 13Q: 3 clusters Score -267168.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -267190.031250 Penalty: 1595.954468
	Iteration 14Q: 3 clusters Score -267190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -267203.093750 Penalty: 1595.954468
	Iteration 15Q: 3 clusters Score -267203.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -267210.906250 Penalty: 1595.954468
	Iteration 16Q: 3 clusters Score -267210.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -267216.625000 Penalty: 1595.954468
	Iteration 17Q: 3 clusters Score -267216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -267221.593750 Penalty: 1595.954468
	Iteration 18Q: 3 clusters Score -267221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -267222.312500 Penalty: 1595.954468
	Iteration 19Q: 3 clusters Score -267222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -267222.625000 Penalty: 1595.954468
	Iteration 20F: 3 clusters Score -267222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -267223.875000 Penalty: 1595.954468
	Iteration 21Q: 3 clusters Score -267223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -267224.812500 Penalty: 1595.954468
	Iteration 22Q: 3 clusters Score -267224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -267224.812500 Penalty: 1595.954468
	Iteration 23F: 3 clusters Score -267224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -149199.234375 Penalty: 771.455872
	Iteration 0F: 2 clusters Score -149199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -146688.703125 Penalty: 1542.911743
	Iteration 0F: 3 clusters Score -146688.7 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -147566.828125 Penalty: 1542.911743
	Iteration 1F: 3 clusters Score -147566.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -147853.625000 Penalty: 1542.911743
	Iteration 2F: 3 clusters Score -147853.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -148006.906250 Penalty: 1542.911743
	Iteration 3F: 3 clusters Score -148006.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -148104.812500 Penalty: 1542.911743
	Iteration 4F: 3 clusters Score -148104.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -148185.750000 Penalty: 1542.911743
	Iteration 5Q: 3 clusters Score -148185.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -148233.328125 Penalty: 1542.911743
	Iteration 6Q: 3 clusters Score -148233.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -148278.562500 Penalty: 1542.911743
	Iteration 7Q: 3 clusters Score -148278.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -148337.468750 Penalty: 1542.911743
	Iteration 8Q: 3 clusters Score -148337.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -148406.500000 Penalty: 1542.911743
	Iteration 9Q: 3 clusters Score -148406.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -148502.906250 Penalty: 1542.911743
	Iteration 10Q: 3 clusters Score -148502.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -148622.171875 Penalty: 1542.911743
	Iteration 11Q: 3 clusters Score -148622.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -148752.234375 Penalty: 1542.911743
	Iteration 12Q: 3 clusters Score -148752.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -148871.250000 Penalty: 1542.911743
	Iteration 13Q: 3 clusters Score -148871.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -148950.359375 Penalty: 1542.911743
	Iteration 14Q: 3 clusters Score -148950.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -148989.812500 Penalty: 1542.911743
	Iteration 15Q: 3 clusters Score -148989.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -149012.343750 Penalty: 1542.911743
	Iteration 16Q: 3 clusters Score -149012.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -149034.296875 Penalty: 1542.911743
	Iteration 17Q: 3 clusters Score -149034.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -149069.578125 Penalty: 1542.911743
	Iteration 18Q: 3 clusters Score -149069.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -149086.968750 Penalty: 1542.911743
	Iteration 19Q: 3 clusters Score -149087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -149101.375000 Penalty: 1542.911743
	Iteration 20F: 3 clusters Score -149101.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -149109.546875 Penalty: 1542.911743
	Iteration 21Q: 3 clusters Score -149109.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -149112.953125 Penalty: 1542.911743
	Iteration 22Q: 3 clusters Score -149113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -149113.937500 Penalty: 1542.911743
	Iteration 23Q: 3 clusters Score -149113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -149114.640625 Penalty: 1542.911743
	Iteration 24Q: 3 clusters Score -149114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -149115.078125 Penalty: 1542.911743
	Iteration 25Q: 3 clusters Score -149115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -149115.265625 Penalty: 1542.911743
	Iteration 26Q: 3 clusters Score -149115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -149115.937500 Penalty: 1542.911743
	Iteration 27Q: 3 clusters Score -149115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -149116.000000 Penalty: 1542.911743
	Iteration 28Q: 3 clusters Score -149116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -149116.000000 Penalty: 1542.911743
	Iteration 29F: 3 clusters Score -149116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Entering Unmasked Estep 
Score: -839546.375000 Penalty: 911.291016
	Iteration 0F: 2 clusters Score -839546.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -829780.437500 Penalty: 1822.582031
	Iteration 0F: 3 clusters Score -829780.4 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -833533.937500 Penalty: 1822.582031
	Iteration 1F: 3 clusters Score -833533.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -833731.187500 Penalty: 1822.582031
	Iteration 2Q: 3 clusters Score -833731.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -833928.750000 Penalty: 1822.582031
	Iteration 3Q: 3 clusters Score -833928.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -834159.250000 Penalty: 1822.582031
	Iteration 4Q: 3 clusters Score -834159.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -834442.625000 Penalty: 1822.582031
	Iteration 5Q: 3 clusters Score -834442.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -834767.062500 Penalty: 1822.582031
	Iteration 6F: 3 clusters Score -834767.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -835092.000000 Penalty: 1822.582031
	Iteration 7Q: 3 clusters Score -835092 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -835423.250000 Penalty: 1822.582031
	Iteration 8Q: 3 clusters Score -835423.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -835720.687500 Penalty: 1822.582031
	Iteration 9Q: 3 clusters Score -835720.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -835954.187500 Penalty: 1822.582031
	Iteration 10Q: 3 clusters Score -835954.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -836117.250000 Penalty: 1822.582031
	Iteration 11Q: 3 clusters Score -836117.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -836257.312500 Penalty: 1822.582031
	Iteration 12Q: 3 clusters Score -836257.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -836361.875000 Penalty: 1822.582031
	Iteration 13Q: 3 clusters Score -836361.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -836454.000000 Penalty: 1822.582031
	Iteration 14Q: 3 clusters Score -836454 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -836545.500000 Penalty: 1822.582031
	Iteration 15Q: 3 clusters Score -836545.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -836638.250000 Penalty: 1822.582031
	Iteration 16Q: 3 clusters Score -836638.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -836739.250000 Penalty: 1822.582031
	Iteration 17Q: 3 clusters Score -836739.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -836870.375000 Penalty: 1822.582031
	Iteration 18Q: 3 clusters Score -836870.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -837038.812500 Penalty: 1822.582031
	Iteration 19Q: 3 clusters Score -837038.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -837216.250000 Penalty: 1822.582031
	Iteration 20F: 3 clusters Score -837216.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -837415.937500 Penalty: 1822.582031
	Iteration 21Q: 3 clusters Score -837415.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -837655.687500 Penalty: 1822.582031
	Iteration 22Q: 3 clusters Score -837655.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -837913.875000 Penalty: 1822.582031
	Iteration 23Q: 3 clusters Score -837913.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -838153.125000 Penalty: 1822.582031
	Iteration 24Q: 3 clusters Score -838153.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -838342.937500 Penalty: 1822.582031
	Iteration 25Q: 3 clusters Score -838342.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -838468.375000 Penalty: 1822.582031
	Iteration 26Q: 3 clusters Score -838468.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -838566.250000 Penalty: 1822.582031
	Iteration 27Q: 3 clusters Score -838566.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -838638.875000 Penalty: 1822.582031
	Iteration 28Q: 3 clusters Score -838638.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -838684.375000 Penalty: 1822.582031
	Iteration 29Q: 3 clusters Score -838684.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -838719.875000 Penalty: 1822.582031
	Iteration 30Q: 3 clusters Score -838719.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -838744.250000 Penalty: 1822.582031
	Iteration 31Q: 3 clusters Score -838744.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -838758.187500 Penalty: 1822.582031
	Iteration 32Q: 3 clusters Score -838758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -838770.687500 Penalty: 1822.582031
	Iteration 33Q: 3 clusters Score -838770.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -838779.750000 Penalty: 1822.582031
	Iteration 34Q: 3 clusters Score -838779.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -838783.625000 Penalty: 1822.582031
	Iteration 35Q: 3 clusters Score -838783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -838786.187500 Penalty: 1822.582031
	Iteration 36Q: 3 clusters Score -838786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -838785.875000 Penalty: 1822.582031
	Iteration 37Q: 3 clusters Score -838785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -838786.500000 Penalty: 1822.582031
	Iteration 38Q: 3 clusters Score -838786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -838790.000000 Penalty: 1822.582031
	Iteration 39Q: 3 clusters Score -838790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -838791.562500 Penalty: 1822.582031
	Iteration 40F: 3 clusters Score -838791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -838791.437500 Penalty: 1822.582031
	Iteration 41Q: 3 clusters Score -838791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -838792.062500 Penalty: 1822.582031
	Iteration 42Q: 3 clusters Score -838792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -838792.062500 Penalty: 1822.582031
	Iteration 43F: 3 clusters Score -838792.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -118624.320312 Penalty: 729.792053
	Iteration 0F: 2 clusters Score -118624.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -116819.898438 Penalty: 1459.584106
	Iteration 0F: 3 clusters Score -116819.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -117313.710938 Penalty: 1459.584106
	Iteration 1F: 3 clusters Score -117313.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -117467.195312 Penalty: 1459.584106
	Iteration 2F: 3 clusters Score -117467.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -117601.070312 Penalty: 1459.584106
	Iteration 3F: 3 clusters Score -117601.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -117723.796875 Penalty: 1459.584106
	Iteration 4F: 3 clusters Score -117723.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -117822.250000 Penalty: 1459.584106
	Iteration 5F: 3 clusters Score -117822.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -117919.257812 Penalty: 1459.584106
	Iteration 6F: 3 clusters Score -117919.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -118003.125000 Penalty: 1459.584106
	Iteration 7Q: 3 clusters Score -118003.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -118044.093750 Penalty: 1459.584106
	Iteration 8Q: 3 clusters Score -118044.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -118080.351562 Penalty: 1459.584106
	Iteration 9Q: 3 clusters Score -118080.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -118104.867188 Penalty: 1459.584106
	Iteration 10Q: 3 clusters Score -118104.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -118121.992188 Penalty: 1459.584106
	Iteration 11Q: 3 clusters Score -118122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -118134.359375 Penalty: 1459.584106
	Iteration 12Q: 3 clusters Score -118134.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -118145.289062 Penalty: 1459.584106
	Iteration 13Q: 3 clusters Score -118145.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -118151.062500 Penalty: 1459.584106
	Iteration 14Q: 3 clusters Score -118151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -118151.515625 Penalty: 1459.584106
	Iteration 15Q: 3 clusters Score -118151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -118151.445312 Penalty: 1459.584106
	Iteration 16Q: 3 clusters Score -118151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -118151.445312 Penalty: 1459.584106
	Iteration 17F: 3 clusters Score -118151.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -230551.968750 Penalty: 803.879761
	Iteration 0F: 2 clusters Score -230552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -227185.500000 Penalty: 1607.759521
	Iteration 0F: 3 clusters Score -227185.5 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -228413.718750 Penalty: 1607.759521
	Iteration 1F: 3 clusters Score -228413.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -228722.640625 Penalty: 1607.759521
	Iteration 2F: 3 clusters Score -228722.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -229027.843750 Penalty: 1607.759521
	Iteration 3F: 3 clusters Score -229027.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -229283.562500 Penalty: 1607.759521
	Iteration 4F: 3 clusters Score -229283.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -229503.968750 Penalty: 1607.759521
	Iteration 5F: 3 clusters Score -229504 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -229726.453125 Penalty: 1607.759521
	Iteration 6F: 3 clusters Score -229726.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -229886.500000 Penalty: 1607.759521
	Iteration 7Q: 3 clusters Score -229886.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -229999.765625 Penalty: 1607.759521
	Iteration 8Q: 3 clusters Score -229999.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -230074.593750 Penalty: 1607.759521
	Iteration 9Q: 3 clusters Score -230074.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -230123.453125 Penalty: 1607.759521
	Iteration 10Q: 3 clusters Score -230123.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -230170.437500 Penalty: 1607.759521
	Iteration 11Q: 3 clusters Score -230170.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -230197.281250 Penalty: 1607.759521
	Iteration 12Q: 3 clusters Score -230197.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -230229.656250 Penalty: 1607.759521
	Iteration 13Q: 3 clusters Score -230229.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -230261.953125 Penalty: 1607.759521
	Iteration 14Q: 3 clusters Score -230262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -230290.328125 Penalty: 1607.759521
	Iteration 15Q: 3 clusters Score -230290.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -230317.093750 Penalty: 1607.759521
	Iteration 16Q: 3 clusters Score -230317.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -230341.687500 Penalty: 1607.759521
	Iteration 17Q: 3 clusters Score -230341.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -230370.531250 Penalty: 1607.759521
	Iteration 18Q: 3 clusters Score -230370.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -230393.984375 Penalty: 1607.759521
	Iteration 19Q: 3 clusters Score -230394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -230426.578125 Penalty: 1607.759521
	Iteration 20F: 3 clusters Score -230426.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -230494.078125 Penalty: 1607.759521
	Iteration 21Q: 3 clusters Score -230494.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -230551.906250 Penalty: 1607.759521
	Iteration 22Q: 3 clusters Score -230551.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -230593.125000 Penalty: 1607.759521
	Iteration 23Q: 3 clusters Score -230593.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -230611.187500 Penalty: 1607.759521
	Iteration 24Q: 3 clusters Score -230611.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -230619.484375 Penalty: 1607.759521
	Iteration 25Q: 3 clusters Score -230619.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -230623.203125 Penalty: 1607.759521
	Iteration 26Q: 3 clusters Score -230623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -230623.687500 Penalty: 1607.759521
	Iteration 27Q: 3 clusters Score -230623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -230624.484375 Penalty: 1607.759521
	Iteration 28Q: 3 clusters Score -230624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -230624.906250 Penalty: 1607.759521
	Iteration 29Q: 3 clusters Score -230624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -230625.125000 Penalty: 1607.759521
	Iteration 30Q: 3 clusters Score -230625.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -230625.125000 Penalty: 1607.759521
	Iteration 31F: 3 clusters Score -230625.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 3 contains 24247 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 32205 members 
Mstep: Class 8 contains 3919 members 
Mstep: Class 9 contains 12858 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 24687 members 
Mstep: Class 16 contains 13199 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 30768 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 135991 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 293332 members 
Mstep: Class 25 contains 78248 members 
Mstep: Class 26 contains 1529 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
Score: -38627408.000000 Penalty: 34655.218750
Splitting cluster 14 changes total score from -38627800.000000 to -38627408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (24687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Entering Unmasked Estep 
Score: -1330624.500000 Penalty: 960.833008
	Iteration 0F: 2 clusters Score -1330624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1314039.375000 Penalty: 1921.666016
	Iteration 0F: 3 clusters Score -1314039 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1321071.375000 Penalty: 1921.666016
	Iteration 1F: 3 clusters Score -1321071 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1322186.500000 Penalty: 1921.666016
	Iteration 2F: 3 clusters Score -1322186 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1323632.750000 Penalty: 1921.666016
	Iteration 3F: 3 clusters Score -1323633 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1325152.000000 Penalty: 1921.666016
	Iteration 4F: 3 clusters Score -1325152 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1326632.375000 Penalty: 1921.666016
	Iteration 5F: 3 clusters Score -1326632 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1327876.375000 Penalty: 1921.666016
	Iteration 6F: 3 clusters Score -1327876 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1328702.625000 Penalty: 1921.666016
	Iteration 7Q: 3 clusters Score -1328703 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1329182.500000 Penalty: 1921.666016
	Iteration 8Q: 3 clusters Score -1329182 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1329465.625000 Penalty: 1921.666016
	Iteration 9Q: 3 clusters Score -1329466 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1329645.875000 Penalty: 1921.666016
	Iteration 10Q: 3 clusters Score -1329646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1329725.875000 Penalty: 1921.666016
	Iteration 11Q: 3 clusters Score -1329726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1329772.625000 Penalty: 1921.666016
	Iteration 12Q: 3 clusters Score -1329773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1329799.125000 Penalty: 1921.666016
	Iteration 13Q: 3 clusters Score -1329799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1329819.250000 Penalty: 1921.666016
	Iteration 14Q: 3 clusters Score -1329819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1329832.375000 Penalty: 1921.666016
	Iteration 15Q: 3 clusters Score -1329832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1329837.000000 Penalty: 1921.666016
	Iteration 16Q: 3 clusters Score -1329837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1329841.500000 Penalty: 1921.666016
	Iteration 17Q: 3 clusters Score -1329842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1329844.250000 Penalty: 1921.666016
	Iteration 18Q: 3 clusters Score -1329844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1329846.750000 Penalty: 1921.666016
	Iteration 19Q: 3 clusters Score -1329847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1329851.500000 Penalty: 1921.666016
	Iteration 20F: 3 clusters Score -1329852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1329857.375000 Penalty: 1921.666016
	Iteration 21Q: 3 clusters Score -1329857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1329860.125000 Penalty: 1921.666016
	Iteration 22Q: 3 clusters Score -1329860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1329864.000000 Penalty: 1921.666016
	Iteration 23Q: 3 clusters Score -1329864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1329870.000000 Penalty: 1921.666016
	Iteration 24Q: 3 clusters Score -1329870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1329873.125000 Penalty: 1921.666016
	Iteration 25Q: 3 clusters Score -1329873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1329879.750000 Penalty: 1921.666016
	Iteration 26Q: 3 clusters Score -1329880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1329883.125000 Penalty: 1921.666016
	Iteration 27Q: 3 clusters Score -1329883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1329884.125000 Penalty: 1921.666016
	Iteration 28Q: 3 clusters Score -1329884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1329884.750000 Penalty: 1921.666016
	Iteration 29Q: 3 clusters Score -1329885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1329884.750000 Penalty: 1921.666016
	Iteration 30F: 3 clusters Score -1329885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Entering Unmasked Estep 
Score: -629378.375000 Penalty: 901.350098
	Iteration 0F: 2 clusters Score -629378.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -620489.375000 Penalty: 1802.700195
	Iteration 0F: 3 clusters Score -620489.4 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -623875.000000 Penalty: 1802.700195
	Iteration 1F: 3 clusters Score -623875 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -624295.187500 Penalty: 1802.700195
	Iteration 2F: 3 clusters Score -624295.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -624848.187500 Penalty: 1802.700195
	Iteration 3F: 3 clusters Score -624848.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -625598.687500 Penalty: 1802.700195
	Iteration 4F: 3 clusters Score -625598.7 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -626467.375000 Penalty: 1802.700195
	Iteration 5F: 3 clusters Score -626467.4 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -627297.875000 Penalty: 1802.700195
	Iteration 6F: 3 clusters Score -627297.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -627918.187500 Penalty: 1802.700195
	Iteration 7F: 3 clusters Score -627918.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -628297.062500 Penalty: 1802.700195
	Iteration 8Q: 3 clusters Score -628297.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -628556.437500 Penalty: 1802.700195
	Iteration 9Q: 3 clusters Score -628556.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -628721.875000 Penalty: 1802.700195
	Iteration 10Q: 3 clusters Score -628721.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -628835.875000 Penalty: 1802.700195
	Iteration 11Q: 3 clusters Score -628835.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -628880.062500 Penalty: 1802.700195
	Iteration 12Q: 3 clusters Score -628880.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -628916.187500 Penalty: 1802.700195
	Iteration 13Q: 3 clusters Score -628916.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -628945.125000 Penalty: 1802.700195
	Iteration 14Q: 3 clusters Score -628945.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -628969.562500 Penalty: 1802.700195
	Iteration 15Q: 3 clusters Score -628969.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -628985.875000 Penalty: 1802.700195
	Iteration 16Q: 3 clusters Score -628985.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -628997.000000 Penalty: 1802.700195
	Iteration 17Q: 3 clusters Score -628997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -629008.062500 Penalty: 1802.700195
	Iteration 18Q: 3 clusters Score -629008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -629009.812500 Penalty: 1802.700195
	Iteration 19Q: 3 clusters Score -629009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -629016.437500 Penalty: 1802.700195
	Iteration 20F: 3 clusters Score -629016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -629020.187500 Penalty: 1802.700195
	Iteration 21Q: 3 clusters Score -629020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -629021.062500 Penalty: 1802.700195
	Iteration 22Q: 3 clusters Score -629021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -629023.687500 Penalty: 1802.700195
	Iteration 23Q: 3 clusters Score -629023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -629025.750000 Penalty: 1802.700195
	Iteration 24Q: 3 clusters Score -629025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -629028.937500 Penalty: 1802.700195
	Iteration 25Q: 3 clusters Score -629028.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -629031.437500 Penalty: 1802.700195
	Iteration 26Q: 3 clusters Score -629031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -629036.250000 Penalty: 1802.700195
	Iteration 27Q: 3 clusters Score -629036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -629037.437500 Penalty: 1802.700195
	Iteration 28Q: 3 clusters Score -629037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -629038.750000 Penalty: 1802.700195
	Iteration 29Q: 3 clusters Score -629038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -629038.625000 Penalty: 1802.700195
	Iteration 30Q: 3 clusters Score -629038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -629039.312500 Penalty: 1802.700195
	Iteration 31Q: 3 clusters Score -629039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -629041.062500 Penalty: 1802.700195
	Iteration 32Q: 3 clusters Score -629041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -629041.375000 Penalty: 1802.700195
	Iteration 33Q: 3 clusters Score -629041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -629042.000000 Penalty: 1802.700195
	Iteration 34Q: 3 clusters Score -629042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -629044.750000 Penalty: 1802.700195
	Iteration 35Q: 3 clusters Score -629044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -629044.812500 Penalty: 1802.700195
	Iteration 36Q: 3 clusters Score -629044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -629044.625000 Penalty: 1802.700195
	Iteration 37Q: 3 clusters Score -629044.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -629044.625000 Penalty: 1802.700195
	Iteration 38F: 3 clusters Score -629044.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -282285.906250 Penalty: 818.325867
	Iteration 0F: 2 clusters Score -282285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -278359.187500 Penalty: 1636.651733
	Iteration 0F: 3 clusters Score -278359.2 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -279756.625000 Penalty: 1636.651733
	Iteration 1F: 3 clusters Score -279756.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -279978.625000 Penalty: 1636.651733
	Iteration 2F: 3 clusters Score -279978.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -280117.718750 Penalty: 1636.651733
	Iteration 3F: 3 clusters Score -280117.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -280244.031250 Penalty: 1636.651733
	Iteration 4Q: 3 clusters Score -280244 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -280358.750000 Penalty: 1636.651733
	Iteration 5Q: 3 clusters Score -280358.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -280464.718750 Penalty: 1636.651733
	Iteration 6Q: 3 clusters Score -280464.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -280573.781250 Penalty: 1636.651733
	Iteration 7Q: 3 clusters Score -280573.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -280705.531250 Penalty: 1636.651733
	Iteration 8Q: 3 clusters Score -280705.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -280841.937500 Penalty: 1636.651733
	Iteration 9Q: 3 clusters Score -280841.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -280958.031250 Penalty: 1636.651733
	Iteration 10Q: 3 clusters Score -280958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -281041.218750 Penalty: 1636.651733
	Iteration 11Q: 3 clusters Score -281041.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -281111.625000 Penalty: 1636.651733
	Iteration 12Q: 3 clusters Score -281111.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -281159.625000 Penalty: 1636.651733
	Iteration 13Q: 3 clusters Score -281159.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -281195.812500 Penalty: 1636.651733
	Iteration 14Q: 3 clusters Score -281195.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -281227.156250 Penalty: 1636.651733
	Iteration 15Q: 3 clusters Score -281227.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -281255.500000 Penalty: 1636.651733
	Iteration 16Q: 3 clusters Score -281255.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -281276.875000 Penalty: 1636.651733
	Iteration 17Q: 3 clusters Score -281276.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -281297.906250 Penalty: 1636.651733
	Iteration 18Q: 3 clusters Score -281297.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -281317.781250 Penalty: 1636.651733
	Iteration 19Q: 3 clusters Score -281317.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -281336.093750 Penalty: 1636.651733
	Iteration 20F: 3 clusters Score -281336.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -281361.968750 Penalty: 1636.651733
	Iteration 21Q: 3 clusters Score -281362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -281388.718750 Penalty: 1636.651733
	Iteration 22Q: 3 clusters Score -281388.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -281412.218750 Penalty: 1636.651733
	Iteration 23Q: 3 clusters Score -281412.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -281435.031250 Penalty: 1636.651733
	Iteration 24Q: 3 clusters Score -281435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -281448.437500 Penalty: 1636.651733
	Iteration 25Q: 3 clusters Score -281448.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -281452.906250 Penalty: 1636.651733
	Iteration 26Q: 3 clusters Score -281452.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -281458.562500 Penalty: 1636.651733
	Iteration 27Q: 3 clusters Score -281458.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -281469.531250 Penalty: 1636.651733
	Iteration 28Q: 3 clusters Score -281469.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -281478.937500 Penalty: 1636.651733
	Iteration 29Q: 3 clusters Score -281478.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -281488.093750 Penalty: 1636.651733
	Iteration 30Q: 3 clusters Score -281488.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -281493.281250 Penalty: 1636.651733
	Iteration 31Q: 3 clusters Score -281493.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -281502.500000 Penalty: 1636.651733
	Iteration 32Q: 3 clusters Score -281502.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -281513.531250 Penalty: 1636.651733
	Iteration 33Q: 3 clusters Score -281513.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -281523.000000 Penalty: 1636.651733
	Iteration 34Q: 3 clusters Score -281523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -281531.187500 Penalty: 1636.651733
	Iteration 35Q: 3 clusters Score -281531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -281533.531250 Penalty: 1636.651733
	Iteration 36Q: 3 clusters Score -281533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -281535.593750 Penalty: 1636.651733
	Iteration 37Q: 3 clusters Score -281535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -281539.937500 Penalty: 1636.651733
	Iteration 38Q: 3 clusters Score -281539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -281544.468750 Penalty: 1636.651733
	Iteration 39Q: 3 clusters Score -281544.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -281553.187500 Penalty: 1636.651733
	Iteration 40F: 3 clusters Score -281553.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -281559.687500 Penalty: 1636.651733
	Iteration 41Q: 3 clusters Score -281559.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -281568.968750 Penalty: 1636.651733
	Iteration 42Q: 3 clusters Score -281569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -281578.687500 Penalty: 1636.651733
	Iteration 43Q: 3 clusters Score -281578.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -281583.562500 Penalty: 1636.651733
	Iteration 44Q: 3 clusters Score -281583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -281587.468750 Penalty: 1636.651733
	Iteration 45Q: 3 clusters Score -281587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -281590.687500 Penalty: 1636.651733
	Iteration 46Q: 3 clusters Score -281590.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -281595.750000 Penalty: 1636.651733
	Iteration 47Q: 3 clusters Score -281595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -281602.625000 Penalty: 1636.651733
	Iteration 48Q: 3 clusters Score -281602.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -281611.000000 Penalty: 1636.651733
	Iteration 49Q: 3 clusters Score -281611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -281615.937500 Penalty: 1636.651733
	Iteration 50Q: 3 clusters Score -281615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -281620.500000 Penalty: 1636.651733
	Iteration 51Q: 3 clusters Score -281620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -281623.031250 Penalty: 1636.651733
	Iteration 52Q: 3 clusters Score -281623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -281623.031250 Penalty: 1636.651733
	Iteration 53F: 3 clusters Score -281623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Entering Unmasked Estep 
Score: -1915689.000000 Penalty: 981.751892
	Iteration 0F: 2 clusters Score -1915689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1895080.625000 Penalty: 1963.503784
	Iteration 0F: 3 clusters Score -1895081 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1903245.000000 Penalty: 1963.503784
	Iteration 1F: 3 clusters Score -1903245 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1903471.000000 Penalty: 1963.503784
	Iteration 2Q: 3 clusters Score -1903471 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1903663.125000 Penalty: 1963.503784
	Iteration 3Q: 3 clusters Score -1903663 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1903855.625000 Penalty: 1963.503784
	Iteration 4Q: 3 clusters Score -1903856 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1904067.000000 Penalty: 1963.503784
	Iteration 5Q: 3 clusters Score -1904067 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1904279.000000 Penalty: 1963.503784
	Iteration 6Q: 3 clusters Score -1904279 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1904556.750000 Penalty: 1963.503784
	Iteration 7Q: 3 clusters Score -1904557 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1904915.375000 Penalty: 1963.503784
	Iteration 8Q: 3 clusters Score -1904915 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1905465.750000 Penalty: 1963.503784
	Iteration 9Q: 3 clusters Score -1905466 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1906233.125000 Penalty: 1963.503784
	Iteration 10Q: 3 clusters Score -1906233 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1907270.500000 Penalty: 1963.503784
	Iteration 11Q: 3 clusters Score -1907270 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1908502.500000 Penalty: 1963.503784
	Iteration 12F: 3 clusters Score -1908502 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1909359.375000 Penalty: 1963.503784
	Iteration 13Q: 3 clusters Score -1909359 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1909745.750000 Penalty: 1963.503784
	Iteration 14Q: 3 clusters Score -1909746 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1909956.375000 Penalty: 1963.503784
	Iteration 15Q: 3 clusters Score -1909956 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1910134.000000 Penalty: 1963.503784
	Iteration 16Q: 3 clusters Score -1910134 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1910322.250000 Penalty: 1963.503784
	Iteration 17Q: 3 clusters Score -1910322 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1910506.875000 Penalty: 1963.503784
	Iteration 18Q: 3 clusters Score -1910507 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1910713.250000 Penalty: 1963.503784
	Iteration 19Q: 3 clusters Score -1910713 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1910940.125000 Penalty: 1963.503784
	Iteration 20F: 3 clusters Score -1910940 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1911195.000000 Penalty: 1963.503784
	Iteration 21Q: 3 clusters Score -1911195 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1911458.875000 Penalty: 1963.503784
	Iteration 22Q: 3 clusters Score -1911459 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1911747.500000 Penalty: 1963.503784
	Iteration 23Q: 3 clusters Score -1911748 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1912068.375000 Penalty: 1963.503784
	Iteration 24Q: 3 clusters Score -1912068 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1912394.875000 Penalty: 1963.503784
	Iteration 25Q: 3 clusters Score -1912395 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1912756.250000 Penalty: 1963.503784
	Iteration 26Q: 3 clusters Score -1912756 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1913107.000000 Penalty: 1963.503784
	Iteration 27Q: 3 clusters Score -1913107 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1913435.250000 Penalty: 1963.503784
	Iteration 28Q: 3 clusters Score -1913435 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1913701.875000 Penalty: 1963.503784
	Iteration 29Q: 3 clusters Score -1913702 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1913950.000000 Penalty: 1963.503784
	Iteration 30Q: 3 clusters Score -1913950 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1914157.000000 Penalty: 1963.503784
	Iteration 31Q: 3 clusters Score -1914157 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1914353.625000 Penalty: 1963.503784
	Iteration 32Q: 3 clusters Score -1914354 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1914508.375000 Penalty: 1963.503784
	Iteration 33Q: 3 clusters Score -1914508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1914632.250000 Penalty: 1963.503784
	Iteration 34Q: 3 clusters Score -1914632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1914696.500000 Penalty: 1963.503784
	Iteration 35Q: 3 clusters Score -1914696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1914745.750000 Penalty: 1963.503784
	Iteration 36Q: 3 clusters Score -1914746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1914781.250000 Penalty: 1963.503784
	Iteration 37Q: 3 clusters Score -1914781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1914805.000000 Penalty: 1963.503784
	Iteration 38Q: 3 clusters Score -1914805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1914816.750000 Penalty: 1963.503784
	Iteration 39Q: 3 clusters Score -1914817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1914830.750000 Penalty: 1963.503784
	Iteration 40F: 3 clusters Score -1914831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1914841.625000 Penalty: 1963.503784
	Iteration 41Q: 3 clusters Score -1914842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1914847.500000 Penalty: 1963.503784
	Iteration 42Q: 3 clusters Score -1914848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1914848.125000 Penalty: 1963.503784
	Iteration 43Q: 3 clusters Score -1914848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1914853.000000 Penalty: 1963.503784
	Iteration 44Q: 3 clusters Score -1914853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1914855.000000 Penalty: 1963.503784
	Iteration 45Q: 3 clusters Score -1914855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1914856.125000 Penalty: 1963.503784
	Iteration 46Q: 3 clusters Score -1914856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1914856.500000 Penalty: 1963.503784
	Iteration 47Q: 3 clusters Score -1914856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1914856.500000 Penalty: 1963.503784
	Iteration 48F: 3 clusters Score -1914856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Entering Unmasked Estep 
Score: -381934.781250 Penalty: 856.025146
	Iteration 0F: 2 clusters Score -381934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -376393.750000 Penalty: 1712.050293
	Iteration 0F: 3 clusters Score -376393.8 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -378394.812500 Penalty: 1712.050293
	Iteration 1F: 3 clusters Score -378394.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -378741.937500 Penalty: 1712.050293
	Iteration 2F: 3 clusters Score -378741.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -379146.343750 Penalty: 1712.050293
	Iteration 3F: 3 clusters Score -379146.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -379446.375000 Penalty: 1712.050293
	Iteration 4F: 3 clusters Score -379446.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -379696.187500 Penalty: 1712.050293
	Iteration 5F: 3 clusters Score -379696.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -379894.281250 Penalty: 1712.050293
	Iteration 6Q: 3 clusters Score -379894.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -380048.625000 Penalty: 1712.050293
	Iteration 7Q: 3 clusters Score -380048.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -380179.812500 Penalty: 1712.050293
	Iteration 8Q: 3 clusters Score -380179.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -380313.125000 Penalty: 1712.050293
	Iteration 9Q: 3 clusters Score -380313.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -380477.843750 Penalty: 1712.050293
	Iteration 10Q: 3 clusters Score -380477.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -380672.812500 Penalty: 1712.050293
	Iteration 11Q: 3 clusters Score -380672.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -380858.500000 Penalty: 1712.050293
	Iteration 12Q: 3 clusters Score -380858.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -380998.218750 Penalty: 1712.050293
	Iteration 13Q: 3 clusters Score -380998.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -381108.656250 Penalty: 1712.050293
	Iteration 14Q: 3 clusters Score -381108.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -381228.781250 Penalty: 1712.050293
	Iteration 15Q: 3 clusters Score -381228.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -381327.156250 Penalty: 1712.050293
	Iteration 16Q: 3 clusters Score -381327.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -381402.718750 Penalty: 1712.050293
	Iteration 17Q: 3 clusters Score -381402.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -381443.000000 Penalty: 1712.050293
	Iteration 18Q: 3 clusters Score -381443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -381475.718750 Penalty: 1712.050293
	Iteration 19Q: 3 clusters Score -381475.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -381502.531250 Penalty: 1712.050293
	Iteration 20F: 3 clusters Score -381502.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -381520.468750 Penalty: 1712.050293
	Iteration 21Q: 3 clusters Score -381520.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -381533.250000 Penalty: 1712.050293
	Iteration 22Q: 3 clusters Score -381533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -381538.000000 Penalty: 1712.050293
	Iteration 23Q: 3 clusters Score -381538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -381543.718750 Penalty: 1712.050293
	Iteration 24Q: 3 clusters Score -381543.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -381546.843750 Penalty: 1712.050293
	Iteration 25Q: 3 clusters Score -381546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -381546.906250 Penalty: 1712.050293
	Iteration 26Q: 3 clusters Score -381546.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -381546.906250 Penalty: 1712.050293
	Iteration 27F: 3 clusters Score -381546.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (135991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135991 members 
Entering Unmasked Estep 
Score: -7404656.500000 Penalty: 1122.932617
	Iteration 0F: 2 clusters Score -7404656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -7313325.500000 Penalty: 2245.865234
	Iteration 0F: 3 clusters Score -7313326 nChanged 65971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -7352524.500000 Penalty: 2245.865234
	Iteration 1F: 3 clusters Score -7352524 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -7353722.000000 Penalty: 2245.865234
	Iteration 2Q: 3 clusters Score -7353722 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -7355378.500000 Penalty: 2245.865234
	Iteration 3Q: 3 clusters Score -7355378 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -7357527.500000 Penalty: 2245.865234
	Iteration 4Q: 3 clusters Score -7357528 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 71014 members 
Entering Unmasked Estep 
Score: -7360304.500000 Penalty: 2245.865234
	Iteration 5Q: 3 clusters Score -7360304 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -7363870.500000 Penalty: 2245.865234
	Iteration 6F: 3 clusters Score -7363870 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -7368269.500000 Penalty: 2245.865234
	Iteration 7F: 3 clusters Score -7368270 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -7373155.500000 Penalty: 2245.865234
	Iteration 8F: 3 clusters Score -7373156 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -7377174.000000 Penalty: 2245.865234
	Iteration 9F: 3 clusters Score -7377174 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -7379358.000000 Penalty: 2245.865234
	Iteration 10Q: 3 clusters Score -7379358 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -7380191.000000 Penalty: 2245.865234
	Iteration 11Q: 3 clusters Score -7380191 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -7380529.000000 Penalty: 2245.865234
	Iteration 12Q: 3 clusters Score -7380529 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -7380801.500000 Penalty: 2245.865234
	Iteration 13Q: 3 clusters Score -7380802 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -7380990.500000 Penalty: 2245.865234
	Iteration 14Q: 3 clusters Score -7380990 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -7381163.500000 Penalty: 2245.865234
	Iteration 15Q: 3 clusters Score -7381164 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -7381363.000000 Penalty: 2245.865234
	Iteration 16Q: 3 clusters Score -7381363 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 85183 members 
Entering Unmasked Estep 
Score: -7381599.000000 Penalty: 2245.865234
	Iteration 17Q: 3 clusters Score -7381599 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -7381899.000000 Penalty: 2245.865234
	Iteration 18Q: 3 clusters Score -7381899 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -7382349.000000 Penalty: 2245.865234
	Iteration 19Q: 3 clusters Score -7382349 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -7382932.500000 Penalty: 2245.865234
	Iteration 20F: 3 clusters Score -7382932 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -7383466.500000 Penalty: 2245.865234
	Iteration 21Q: 3 clusters Score -7383466 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -7384056.500000 Penalty: 2245.865234
	Iteration 22Q: 3 clusters Score -7384056 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -7384811.000000 Penalty: 2245.865234
	Iteration 23Q: 3 clusters Score -7384811 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -7385569.500000 Penalty: 2245.865234
	Iteration 24Q: 3 clusters Score -7385570 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
Score: -7386441.500000 Penalty: 2245.865234
	Iteration 25Q: 3 clusters Score -7386442 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -7387262.500000 Penalty: 2245.865234
	Iteration 26Q: 3 clusters Score -7387262 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 107728 members 
Entering Unmasked Estep 
Score: -7388211.500000 Penalty: 2245.865234
	Iteration 27Q: 3 clusters Score -7388212 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -7389311.500000 Penalty: 2245.865234
	Iteration 28Q: 3 clusters Score -7389312 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -7390542.500000 Penalty: 2245.865234
	Iteration 29Q: 3 clusters Score -7390542 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 116255 members 
Entering Unmasked Estep 
Score: -7391947.000000 Penalty: 2245.865234
	Iteration 30Q: 3 clusters Score -7391947 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 119140 members 
Entering Unmasked Estep 
Score: -7393410.000000 Penalty: 2245.865234
	Iteration 31Q: 3 clusters Score -7393410 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 121978 members 
Entering Unmasked Estep 
Score: -7395039.000000 Penalty: 2245.865234
	Iteration 32Q: 3 clusters Score -7395039 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -7396781.000000 Penalty: 2245.865234
	Iteration 33Q: 3 clusters Score -7396781 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 127193 members 
Entering Unmasked Estep 
Score: -7398481.500000 Penalty: 2245.865234
	Iteration 34Q: 3 clusters Score -7398482 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 129329 members 
Entering Unmasked Estep 
Score: -7399972.000000 Penalty: 2245.865234
	Iteration 35Q: 3 clusters Score -7399972 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 131086 members 
Entering Unmasked Estep 
Score: -7401213.000000 Penalty: 2245.865234
	Iteration 36Q: 3 clusters Score -7401213 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 132384 members 
Entering Unmasked Estep 
Score: -7402110.500000 Penalty: 2245.865234
	Iteration 37Q: 3 clusters Score -7402110 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 133348 members 
Entering Unmasked Estep 
Score: -7402857.500000 Penalty: 2245.865234
	Iteration 38Q: 3 clusters Score -7402858 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 133974 members 
Entering Unmasked Estep 
Score: -7403338.500000 Penalty: 2245.865234
	Iteration 39Q: 3 clusters Score -7403338 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 134354 members 
Entering Unmasked Estep 
Score: -7403677.000000 Penalty: 2245.865234
	Iteration 40F: 3 clusters Score -7403677 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 134631 members 
Entering Unmasked Estep 
Score: -7404018.000000 Penalty: 2245.865234
	Iteration 41Q: 3 clusters Score -7404018 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -7404282.000000 Penalty: 2245.865234
	Iteration 42Q: 3 clusters Score -7404282 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 134887 members 
Entering Unmasked Estep 
Score: -7404456.000000 Penalty: 2245.865234
	Iteration 43Q: 3 clusters Score -7404456 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 134932 members 
Entering Unmasked Estep 
Score: -7404556.000000 Penalty: 2245.865234
	Iteration 44Q: 3 clusters Score -7404556 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -7404636.500000 Penalty: 2245.865234
	Iteration 45Q: 3 clusters Score -7404636 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 134994 members 
Entering Unmasked Estep 
Score: -7404709.000000 Penalty: 2245.865234
	Iteration 46Q: 3 clusters Score -7404709 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 135036 members 
Entering Unmasked Estep 
Score: -7404761.000000 Penalty: 2245.865234
	Iteration 47Q: 3 clusters Score -7404761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -7404797.500000 Penalty: 2245.865234
	Iteration 48Q: 3 clusters Score -7404798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 135082 members 
Entering Unmasked Estep 
Score: -7404809.500000 Penalty: 2245.865234
	Iteration 49Q: 3 clusters Score -7404810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 135094 members 
Entering Unmasked Estep 
Score: -7404813.000000 Penalty: 2245.865234
	Iteration 50Q: 3 clusters Score -7404813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 135107 members 
Entering Unmasked Estep 
Score: -7404823.000000 Penalty: 2245.865234
	Iteration 51Q: 3 clusters Score -7404823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 135114 members 
Entering Unmasked Estep 
Score: -7404827.000000 Penalty: 2245.865234
	Iteration 52Q: 3 clusters Score -7404827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 135119 members 
Entering Unmasked Estep 
Score: -7404836.500000 Penalty: 2245.865234
	Iteration 53Q: 3 clusters Score -7404836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
Score: -7404832.000000 Penalty: 2245.865234
	Iteration 54Q: 3 clusters Score -7404832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
Score: -7404835.500000 Penalty: 2245.865234
	Iteration 55Q: 3 clusters Score -7404836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 135130 members 
Entering Unmasked Estep 
Score: -7404839.500000 Penalty: 2245.865234
	Iteration 56Q: 3 clusters Score -7404840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 135130 members 
Entering Unmasked Estep 
Score: -7404910.000000 Penalty: 2245.865234
	Iteration 57F: 3 clusters Score -7404910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 135088 members 
Entering Unmasked Estep 
Score: -7404936.500000 Penalty: 2245.865234
	Iteration 58Q: 3 clusters Score -7404936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 135055 members 
Entering Unmasked Estep 
Score: -7404952.500000 Penalty: 2245.865234
	Iteration 59Q: 3 clusters Score -7404952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 135057 members 
Entering Unmasked Estep 
Score: -7404966.000000 Penalty: 2245.865234
	Iteration 60F: 3 clusters Score -7404966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -7404980.500000 Penalty: 2245.865234
	Iteration 61Q: 3 clusters Score -7404980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
Score: -7404978.500000 Penalty: 2245.865234
	Iteration 62Q: 3 clusters Score -7404978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -7404988.000000 Penalty: 2245.865234
	Iteration 63Q: 3 clusters Score -7404988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 135046 members 
Entering Unmasked Estep 
Score: -7404989.000000 Penalty: 2245.865234
	Iteration 64Q: 3 clusters Score -7404989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 135040 members 
Entering Unmasked Estep 
Score: -7404987.000000 Penalty: 2245.865234
	Iteration 65Q: 3 clusters Score -7404987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 135034 members 
Entering Unmasked Estep 
Score: -7404993.500000 Penalty: 2245.865234
	Iteration 66Q: 3 clusters Score -7404994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
Score: -7404995.000000 Penalty: 2245.865234
	Iteration 67Q: 3 clusters Score -7404995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -7404993.500000 Penalty: 2245.865234
	Iteration 68Q: 3 clusters Score -7404994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 135031 members 
Entering Unmasked Estep 
Score: -7405003.500000 Penalty: 2245.865234
	Iteration 69Q: 3 clusters Score -7405004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 135034 members 
Entering Unmasked Estep 
Score: -7405002.000000 Penalty: 2245.865234
	Iteration 70Q: 3 clusters Score -7405002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -7404999.500000 Penalty: 2245.865234
	Iteration 71Q: 3 clusters Score -7405000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 135025 members 
Entering Unmasked Estep 
Score: -7405000.500000 Penalty: 2245.865234
	Iteration 72Q: 3 clusters Score -7405000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 135021 members 
Entering Unmasked Estep 
Score: -7404998.500000 Penalty: 2245.865234
	Iteration 73Q: 3 clusters Score -7404998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 135016 members 
Entering Unmasked Estep 
Score: -7404995.500000 Penalty: 2245.865234
	Iteration 74Q: 3 clusters Score -7404996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 135013 members 
Entering Unmasked Estep 
Score: -7405000.000000 Penalty: 2245.865234
	Iteration 75Q: 3 clusters Score -7405000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 135011 members 
Entering Unmasked Estep 
Score: -7405001.500000 Penalty: 2245.865234
	Iteration 76Q: 3 clusters Score -7405002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 135011 members 
Entering Unmasked Estep 
Score: -7405001.500000 Penalty: 2245.865234
	Iteration 77F: 3 clusters Score -7405002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 3 contains 24247 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 32205 members 
Mstep: Class 8 contains 3919 members 
Mstep: Class 9 contains 12858 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 24687 members 
Mstep: Class 16 contains 13199 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 30768 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 980 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 293332 members 
Mstep: Class 25 contains 78248 members 
Mstep: Class 26 contains 1529 members 
Mstep: Class 27 contains 135011 members 
Entering Unmasked Estep 
Score: -38627828.000000 Penalty: 34655.218750
Splitting cluster 20 changes total score from -38627800.000000 to -38627828.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -138719.015625 Penalty: 747.883240
	Iteration 0F: 2 clusters Score -138719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -136631.359375 Penalty: 1495.766479
	Iteration 0F: 3 clusters Score -136631.4 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -137263.859375 Penalty: 1495.766479
	Iteration 1F: 3 clusters Score -137263.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -137388.859375 Penalty: 1495.766479
	Iteration 2F: 3 clusters Score -137388.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -137493.421875 Penalty: 1495.766479
	Iteration 3F: 3 clusters Score -137493.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -137604.625000 Penalty: 1495.766479
	Iteration 4F: 3 clusters Score -137604.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137679.640625 Penalty: 1495.766479
	Iteration 5Q: 3 clusters Score -137679.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -137756.671875 Penalty: 1495.766479
	Iteration 6Q: 3 clusters Score -137756.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -137828.828125 Penalty: 1495.766479
	Iteration 7Q: 3 clusters Score -137828.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -137876.093750 Penalty: 1495.766479
	Iteration 8Q: 3 clusters Score -137876.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137918.578125 Penalty: 1495.766479
	Iteration 9Q: 3 clusters Score -137918.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137953.484375 Penalty: 1495.766479
	Iteration 10Q: 3 clusters Score -137953.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137982.406250 Penalty: 1495.766479
	Iteration 11Q: 3 clusters Score -137982.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -137999.796875 Penalty: 1495.766479
	Iteration 12Q: 3 clusters Score -137999.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138015.046875 Penalty: 1495.766479
	Iteration 13Q: 3 clusters Score -138015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -138032.796875 Penalty: 1495.766479
	Iteration 14Q: 3 clusters Score -138032.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -138047.781250 Penalty: 1495.766479
	Iteration 15Q: 3 clusters Score -138047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -138052.468750 Penalty: 1495.766479
	Iteration 16Q: 3 clusters Score -138052.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -138059.312500 Penalty: 1495.766479
	Iteration 17Q: 3 clusters Score -138059.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -138069.593750 Penalty: 1495.766479
	Iteration 18Q: 3 clusters Score -138069.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -138080.000000 Penalty: 1495.766479
	Iteration 19Q: 3 clusters Score -138080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -138085.281250 Penalty: 1495.766479
	Iteration 20F: 3 clusters Score -138085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -138089.218750 Penalty: 1495.766479
	Iteration 21Q: 3 clusters Score -138089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -138093.062500 Penalty: 1495.766479
	Iteration 22Q: 3 clusters Score -138093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -138096.156250 Penalty: 1495.766479
	Iteration 23Q: 3 clusters Score -138096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -138100.343750 Penalty: 1495.766479
	Iteration 24Q: 3 clusters Score -138100.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -138106.031250 Penalty: 1495.766479
	Iteration 25Q: 3 clusters Score -138106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -138110.265625 Penalty: 1495.766479
	Iteration 26Q: 3 clusters Score -138110.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -138113.765625 Penalty: 1495.766479
	Iteration 27Q: 3 clusters Score -138113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -138114.828125 Penalty: 1495.766479
	Iteration 28Q: 3 clusters Score -138114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -138115.500000 Penalty: 1495.766479
	Iteration 29Q: 3 clusters Score -138115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -138115.859375 Penalty: 1495.766479
	Iteration 30Q: 3 clusters Score -138115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -138116.796875 Penalty: 1495.766479
	Iteration 31Q: 3 clusters Score -138116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -138117.093750 Penalty: 1495.766479
	Iteration 32Q: 3 clusters Score -138117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -138118.796875 Penalty: 1495.766479
	Iteration 33Q: 3 clusters Score -138118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -138121.265625 Penalty: 1495.766479
	Iteration 34Q: 3 clusters Score -138121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -138124.515625 Penalty: 1495.766479
	Iteration 35Q: 3 clusters Score -138124.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -138126.750000 Penalty: 1495.766479
	Iteration 36Q: 3 clusters Score -138126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -138127.937500 Penalty: 1495.766479
	Iteration 37Q: 3 clusters Score -138127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -138128.640625 Penalty: 1495.766479
	Iteration 38Q: 3 clusters Score -138128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -138130.609375 Penalty: 1495.766479
	Iteration 39Q: 3 clusters Score -138130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -138131.890625 Penalty: 1495.766479
	Iteration 40F: 3 clusters Score -138131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -138133.015625 Penalty: 1495.766479
	Iteration 41Q: 3 clusters Score -138133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -138133.015625 Penalty: 1495.766479
	Iteration 42F: 3 clusters Score -138133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -159393.921875 Penalty: 758.361938
	Iteration 0F: 2 clusters Score -159393.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -157094.468750 Penalty: 1516.723877
	Iteration 0F: 3 clusters Score -157094.5 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -157796.390625 Penalty: 1516.723877
	Iteration 1F: 3 clusters Score -157796.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -157932.140625 Penalty: 1516.723877
	Iteration 2F: 3 clusters Score -157932.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -158073.718750 Penalty: 1516.723877
	Iteration 3F: 3 clusters Score -158073.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -158185.484375 Penalty: 1516.723877
	Iteration 4F: 3 clusters Score -158185.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -158289.968750 Penalty: 1516.723877
	Iteration 5F: 3 clusters Score -158290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -158381.421875 Penalty: 1516.723877
	Iteration 6Q: 3 clusters Score -158381.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -158473.640625 Penalty: 1516.723877
	Iteration 7Q: 3 clusters Score -158473.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -158561.093750 Penalty: 1516.723877
	Iteration 8Q: 3 clusters Score -158561.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -158613.437500 Penalty: 1516.723877
	Iteration 9Q: 3 clusters Score -158613.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -158646.625000 Penalty: 1516.723877
	Iteration 10Q: 3 clusters Score -158646.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -158679.046875 Penalty: 1516.723877
	Iteration 11Q: 3 clusters Score -158679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -158703.171875 Penalty: 1516.723877
	Iteration 12Q: 3 clusters Score -158703.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -158721.140625 Penalty: 1516.723877
	Iteration 13Q: 3 clusters Score -158721.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -158732.578125 Penalty: 1516.723877
	Iteration 14Q: 3 clusters Score -158732.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -158739.593750 Penalty: 1516.723877
	Iteration 15Q: 3 clusters Score -158739.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -158749.203125 Penalty: 1516.723877
	Iteration 16Q: 3 clusters Score -158749.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -158759.718750 Penalty: 1516.723877
	Iteration 17Q: 3 clusters Score -158759.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -158769.328125 Penalty: 1516.723877
	Iteration 18Q: 3 clusters Score -158769.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -158777.937500 Penalty: 1516.723877
	Iteration 19Q: 3 clusters Score -158777.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -158787.453125 Penalty: 1516.723877
	Iteration 20F: 3 clusters Score -158787.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -158795.265625 Penalty: 1516.723877
	Iteration 21Q: 3 clusters Score -158795.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -158800.953125 Penalty: 1516.723877
	Iteration 22Q: 3 clusters Score -158801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -158806.609375 Penalty: 1516.723877
	Iteration 23Q: 3 clusters Score -158806.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -158812.406250 Penalty: 1516.723877
	Iteration 24Q: 3 clusters Score -158812.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -158815.265625 Penalty: 1516.723877
	Iteration 25Q: 3 clusters Score -158815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -158818.062500 Penalty: 1516.723877
	Iteration 26Q: 3 clusters Score -158818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -158819.859375 Penalty: 1516.723877
	Iteration 27Q: 3 clusters Score -158819.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -158822.203125 Penalty: 1516.723877
	Iteration 28Q: 3 clusters Score -158822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -158823.984375 Penalty: 1516.723877
	Iteration 29Q: 3 clusters Score -158824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -158827.421875 Penalty: 1516.723877
	Iteration 30Q: 3 clusters Score -158827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -158830.062500 Penalty: 1516.723877
	Iteration 31Q: 3 clusters Score -158830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -158834.906250 Penalty: 1516.723877
	Iteration 32Q: 3 clusters Score -158834.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -158838.187500 Penalty: 1516.723877
	Iteration 33Q: 3 clusters Score -158838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -158840.515625 Penalty: 1516.723877
	Iteration 34Q: 3 clusters Score -158840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -158841.781250 Penalty: 1516.723877
	Iteration 35Q: 3 clusters Score -158841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -158842.859375 Penalty: 1516.723877
	Iteration 36Q: 3 clusters Score -158842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -158842.859375 Penalty: 1516.723877
	Iteration 37F: 3 clusters Score -158842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Entering Unmasked Estep 
Score: -303650.468750 Penalty: 809.114380
	Iteration 0F: 2 clusters Score -303650.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -300001.000000 Penalty: 1618.228760
	Iteration 0F: 3 clusters Score -300001 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -301159.937500 Penalty: 1618.228760
	Iteration 1F: 3 clusters Score -301159.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -301273.531250 Penalty: 1618.228760
	Iteration 2F: 3 clusters Score -301273.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -301367.468750 Penalty: 1618.228760
	Iteration 3Q: 3 clusters Score -301367.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -301444.718750 Penalty: 1618.228760
	Iteration 4Q: 3 clusters Score -301444.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -301498.250000 Penalty: 1618.228760
	Iteration 5Q: 3 clusters Score -301498.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -301542.406250 Penalty: 1618.228760
	Iteration 6Q: 3 clusters Score -301542.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -301590.687500 Penalty: 1618.228760
	Iteration 7Q: 3 clusters Score -301590.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -301641.718750 Penalty: 1618.228760
	Iteration 8Q: 3 clusters Score -301641.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -301694.812500 Penalty: 1618.228760
	Iteration 9Q: 3 clusters Score -301694.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -301767.250000 Penalty: 1618.228760
	Iteration 10Q: 3 clusters Score -301767.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -301839.343750 Penalty: 1618.228760
	Iteration 11Q: 3 clusters Score -301839.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -301929.281250 Penalty: 1618.228760
	Iteration 12Q: 3 clusters Score -301929.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -302021.187500 Penalty: 1618.228760
	Iteration 13Q: 3 clusters Score -302021.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -302116.531250 Penalty: 1618.228760
	Iteration 14Q: 3 clusters Score -302116.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -302211.500000 Penalty: 1618.228760
	Iteration 15Q: 3 clusters Score -302211.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -302291.656250 Penalty: 1618.228760
	Iteration 16Q: 3 clusters Score -302291.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -302359.062500 Penalty: 1618.228760
	Iteration 17Q: 3 clusters Score -302359.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -302430.687500 Penalty: 1618.228760
	Iteration 18Q: 3 clusters Score -302430.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -302499.906250 Penalty: 1618.228760
	Iteration 19Q: 3 clusters Score -302499.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -302559.906250 Penalty: 1618.228760
	Iteration 20F: 3 clusters Score -302559.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -302607.718750 Penalty: 1618.228760
	Iteration 21Q: 3 clusters Score -302607.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -302639.906250 Penalty: 1618.228760
	Iteration 22Q: 3 clusters Score -302639.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -302664.718750 Penalty: 1618.228760
	Iteration 23Q: 3 clusters Score -302664.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -302687.312500 Penalty: 1618.228760
	Iteration 24Q: 3 clusters Score -302687.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -302706.718750 Penalty: 1618.228760
	Iteration 25Q: 3 clusters Score -302706.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -302727.437500 Penalty: 1618.228760
	Iteration 26Q: 3 clusters Score -302727.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -302752.156250 Penalty: 1618.228760
	Iteration 27Q: 3 clusters Score -302752.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -302781.937500 Penalty: 1618.228760
	Iteration 28Q: 3 clusters Score -302781.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -302807.281250 Penalty: 1618.228760
	Iteration 29Q: 3 clusters Score -302807.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -302824.125000 Penalty: 1618.228760
	Iteration 30Q: 3 clusters Score -302824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -302837.375000 Penalty: 1618.228760
	Iteration 31Q: 3 clusters Score -302837.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -302853.843750 Penalty: 1618.228760
	Iteration 32Q: 3 clusters Score -302853.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -302873.406250 Penalty: 1618.228760
	Iteration 33Q: 3 clusters Score -302873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -302882.406250 Penalty: 1618.228760
	Iteration 34Q: 3 clusters Score -302882.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -302893.343750 Penalty: 1618.228760
	Iteration 35Q: 3 clusters Score -302893.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -302900.125000 Penalty: 1618.228760
	Iteration 36Q: 3 clusters Score -302900.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -302908.468750 Penalty: 1618.228760
	Iteration 37Q: 3 clusters Score -302908.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -302913.093750 Penalty: 1618.228760
	Iteration 38Q: 3 clusters Score -302913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -302915.343750 Penalty: 1618.228760
	Iteration 39Q: 3 clusters Score -302915.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -302919.437500 Penalty: 1618.228760
	Iteration 40F: 3 clusters Score -302919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -302923.281250 Penalty: 1618.228760
	Iteration 41Q: 3 clusters Score -302923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -302928.750000 Penalty: 1618.228760
	Iteration 42Q: 3 clusters Score -302928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -302932.843750 Penalty: 1618.228760
	Iteration 43Q: 3 clusters Score -302932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -302935.875000 Penalty: 1618.228760
	Iteration 44Q: 3 clusters Score -302935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -302936.875000 Penalty: 1618.228760
	Iteration 45Q: 3 clusters Score -302936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -302938.562500 Penalty: 1618.228760
	Iteration 46Q: 3 clusters Score -302938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -302938.562500 Penalty: 1618.228760
	Iteration 47F: 3 clusters Score -302938.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (293332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293332 members 
Entering Unmasked Estep 
Score: -16040085.000000 Penalty: 1195.960815
	Iteration 0F: 2 clusters Score -1.604008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146742 members 
Mstep: Class 2 contains 146590 members 
Entering Unmasked Estep 
Score: -15845562.000000 Penalty: 2391.921631
	Iteration 0F: 3 clusters Score -1.584556e+07 nChanged 143390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151856 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -15932512.000000 Penalty: 2391.921631
	Iteration 1F: 3 clusters Score -1.593251e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155188 members 
Mstep: Class 2 contains 138144 members 
Entering Unmasked Estep 
Score: -15935339.000000 Penalty: 2391.921631
	Iteration 2Q: 3 clusters Score -1.593534e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160174 members 
Mstep: Class 2 contains 133158 members 
Entering Unmasked Estep 
Score: -15939885.000000 Penalty: 2391.921631
	Iteration 3Q: 3 clusters Score -1.593988e+07 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 125658 members 
Entering Unmasked Estep 
Score: -15946297.000000 Penalty: 2391.921631
	Iteration 4Q: 3 clusters Score -1.59463e+07 nChanged 16653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178137 members 
Mstep: Class 2 contains 115195 members 
Entering Unmasked Estep 
Score: -15955224.000000 Penalty: 2391.921631
	Iteration 5F: 3 clusters Score -1.595522e+07 nChanged 18478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191165 members 
Mstep: Class 2 contains 102167 members 
Entering Unmasked Estep 
Score: -15967623.000000 Penalty: 2391.921631
	Iteration 6F: 3 clusters Score -1.596762e+07 nChanged 18478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205019 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -15982590.000000 Penalty: 2391.921631
	Iteration 7F: 3 clusters Score -1.598259e+07 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217483 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -15997024.000000 Penalty: 2391.921631
	Iteration 8F: 3 clusters Score -1.599702e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227074 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -16005738.000000 Penalty: 2391.921631
	Iteration 9Q: 3 clusters Score -1.600574e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234981 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -16010897.000000 Penalty: 2391.921631
	Iteration 10Q: 3 clusters Score -1.60109e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242052 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -16014537.000000 Penalty: 2391.921631
	Iteration 11Q: 3 clusters Score -1.601454e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248588 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -16017611.000000 Penalty: 2391.921631
	Iteration 12Q: 3 clusters Score -1.601761e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254492 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -16020582.000000 Penalty: 2391.921631
	Iteration 13Q: 3 clusters Score -1.602058e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259781 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -16023342.000000 Penalty: 2391.921631
	Iteration 14Q: 3 clusters Score -1.602334e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264384 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -16025744.000000 Penalty: 2391.921631
	Iteration 15Q: 3 clusters Score -1.602574e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268536 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -16028002.000000 Penalty: 2391.921631
	Iteration 16Q: 3 clusters Score -1.6028e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272097 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -16029914.000000 Penalty: 2391.921631
	Iteration 17Q: 3 clusters Score -1.602991e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275107 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -16031545.000000 Penalty: 2391.921631
	Iteration 18Q: 3 clusters Score -1.603154e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277625 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -16032837.000000 Penalty: 2391.921631
	Iteration 19Q: 3 clusters Score -1.603284e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279705 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -16033871.000000 Penalty: 2391.921631
	Iteration 20F: 3 clusters Score -1.603387e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281453 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -16034656.000000 Penalty: 2391.921631
	Iteration 21Q: 3 clusters Score -1.603466e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282908 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -16035359.000000 Penalty: 2391.921631
	Iteration 22Q: 3 clusters Score -1.603536e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284189 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -16035906.000000 Penalty: 2391.921631
	Iteration 23Q: 3 clusters Score -1.603591e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285260 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -16036370.000000 Penalty: 2391.921631
	Iteration 24Q: 3 clusters Score -1.603637e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286182 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -16036770.000000 Penalty: 2391.921631
	Iteration 25Q: 3 clusters Score -1.603677e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286956 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -16037056.000000 Penalty: 2391.921631
	Iteration 26Q: 3 clusters Score -1.603706e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287635 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -16037357.000000 Penalty: 2391.921631
	Iteration 27Q: 3 clusters Score -1.603736e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288253 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -16037610.000000 Penalty: 2391.921631
	Iteration 28Q: 3 clusters Score -1.603761e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288807 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -16037820.000000 Penalty: 2391.921631
	Iteration 29Q: 3 clusters Score -1.603782e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289278 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -16037922.000000 Penalty: 2391.921631
	Iteration 30Q: 3 clusters Score -1.603792e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289697 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -16038077.000000 Penalty: 2391.921631
	Iteration 31Q: 3 clusters Score -1.603808e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290079 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -16038188.000000 Penalty: 2391.921631
	Iteration 32Q: 3 clusters Score -1.603819e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290415 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -16038283.000000 Penalty: 2391.921631
	Iteration 33Q: 3 clusters Score -1.603828e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290737 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -16038384.000000 Penalty: 2391.921631
	Iteration 34Q: 3 clusters Score -1.603838e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291039 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -16038498.000000 Penalty: 2391.921631
	Iteration 35Q: 3 clusters Score -1.60385e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291291 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -16038619.000000 Penalty: 2391.921631
	Iteration 36Q: 3 clusters Score -1.603862e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291511 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16038719.000000 Penalty: 2391.921631
	Iteration 37Q: 3 clusters Score -1.603872e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291697 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -16038773.000000 Penalty: 2391.921631
	Iteration 38Q: 3 clusters Score -1.603877e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291853 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16038837.000000 Penalty: 2391.921631
	Iteration 39Q: 3 clusters Score -1.603884e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291998 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -16038870.000000 Penalty: 2391.921631
	Iteration 40F: 3 clusters Score -1.603887e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292113 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -16038899.000000 Penalty: 2391.921631
	Iteration 41Q: 3 clusters Score -1.60389e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292204 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -16038932.000000 Penalty: 2391.921631
	Iteration 42Q: 3 clusters Score -1.603893e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292288 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16038967.000000 Penalty: 2391.921631
	Iteration 43Q: 3 clusters Score -1.603897e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292359 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -16038998.000000 Penalty: 2391.921631
	Iteration 44Q: 3 clusters Score -1.6039e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292412 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -16039038.000000 Penalty: 2391.921631
	Iteration 45Q: 3 clusters Score -1.603904e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292443 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16039045.000000 Penalty: 2391.921631
	Iteration 46Q: 3 clusters Score -1.603904e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292476 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16039070.000000 Penalty: 2391.921631
	Iteration 47Q: 3 clusters Score -1.603907e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292510 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16039070.000000 Penalty: 2391.921631
	Iteration 48Q: 3 clusters Score -1.603907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292534 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -16039104.000000 Penalty: 2391.921631
	Iteration 49Q: 3 clusters Score -1.60391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292561 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16039078.000000 Penalty: 2391.921631
	Iteration 50Q: 3 clusters Score -1.603908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292586 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -16039089.000000 Penalty: 2391.921631
	Iteration 51Q: 3 clusters Score -1.603909e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292596 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -16039094.000000 Penalty: 2391.921631
	Iteration 52Q: 3 clusters Score -1.603909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292609 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -16039114.000000 Penalty: 2391.921631
	Iteration 53Q: 3 clusters Score -1.603911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292629 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16039133.000000 Penalty: 2391.921631
	Iteration 54Q: 3 clusters Score -1.603913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292645 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16039136.000000 Penalty: 2391.921631
	Iteration 55Q: 3 clusters Score -1.603914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292659 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -16039144.000000 Penalty: 2391.921631
	Iteration 56Q: 3 clusters Score -1.603914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292670 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -16039149.000000 Penalty: 2391.921631
	Iteration 57Q: 3 clusters Score -1.603915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292691 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16039160.000000 Penalty: 2391.921631
	Iteration 58Q: 3 clusters Score -1.603916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292707 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16039156.000000 Penalty: 2391.921631
	Iteration 59Q: 3 clusters Score -1.603916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292717 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16039148.000000 Penalty: 2391.921631
	Iteration 60F: 3 clusters Score -1.603915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292723 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16039155.000000 Penalty: 2391.921631
	Iteration 61Q: 3 clusters Score -1.603916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292728 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -16039162.000000 Penalty: 2391.921631
	Iteration 62Q: 3 clusters Score -1.603916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292734 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -16039148.000000 Penalty: 2391.921631
	Iteration 63Q: 3 clusters Score -1.603915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292740 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -16039155.000000 Penalty: 2391.921631
	Iteration 64Q: 3 clusters Score -1.603916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292744 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16039153.000000 Penalty: 2391.921631
	Iteration 65Q: 3 clusters Score -1.603915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292747 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -16039137.000000 Penalty: 2391.921631
	Iteration 66Q: 3 clusters Score -1.603914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292748 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16039147.000000 Penalty: 2391.921631
	Iteration 67Q: 3 clusters Score -1.603915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292754 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -16039153.000000 Penalty: 2391.921631
	Iteration 68Q: 3 clusters Score -1.603915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292756 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16039157.000000 Penalty: 2391.921631
	Iteration 69Q: 3 clusters Score -1.603916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292756 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16039157.000000 Penalty: 2391.921631
	Iteration 70F: 3 clusters Score -1.603916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Entering Unmasked Estep 
Score: -4231498.500000 Penalty: 1070.425659
	Iteration 0F: 2 clusters Score -4231498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -4179188.500000 Penalty: 2140.851318
	Iteration 0F: 3 clusters Score -4179188 nChanged 37648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -4203013.000000 Penalty: 2140.851318
	Iteration 1F: 3 clusters Score -4203013 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -4205586.000000 Penalty: 2140.851318
	Iteration 2F: 3 clusters Score -4205586 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -4208327.500000 Penalty: 2140.851318
	Iteration 3F: 3 clusters Score -4208328 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -4210780.000000 Penalty: 2140.851318
	Iteration 4F: 3 clusters Score -4210780 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -4212696.500000 Penalty: 2140.851318
	Iteration 5F: 3 clusters Score -4212696 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -4214113.000000 Penalty: 2140.851318
	Iteration 6Q: 3 clusters Score -4214113 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -4215116.500000 Penalty: 2140.851318
	Iteration 7Q: 3 clusters Score -4215116 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -4215932.000000 Penalty: 2140.851318
	Iteration 8Q: 3 clusters Score -4215932 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -4216807.500000 Penalty: 2140.851318
	Iteration 9Q: 3 clusters Score -4216808 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -4217844.000000 Penalty: 2140.851318
	Iteration 10Q: 3 clusters Score -4217844 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -4219110.500000 Penalty: 2140.851318
	Iteration 11Q: 3 clusters Score -4219110 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -4220708.000000 Penalty: 2140.851318
	Iteration 12Q: 3 clusters Score -4220708 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -4222494.500000 Penalty: 2140.851318
	Iteration 13Q: 3 clusters Score -4222494 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -4224417.500000 Penalty: 2140.851318
	Iteration 14Q: 3 clusters Score -4224418 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -4226394.000000 Penalty: 2140.851318
	Iteration 15Q: 3 clusters Score -4226394 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -4228088.000000 Penalty: 2140.851318
	Iteration 16Q: 3 clusters Score -4228088 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -4229294.500000 Penalty: 2140.851318
	Iteration 17Q: 3 clusters Score -4229294 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -4229915.000000 Penalty: 2140.851318
	Iteration 18Q: 3 clusters Score -4229915 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -4230220.500000 Penalty: 2140.851318
	Iteration 19Q: 3 clusters Score -4230220 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -4230379.000000 Penalty: 2140.851318
	Iteration 20F: 3 clusters Score -4230379 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -4230476.500000 Penalty: 2140.851318
	Iteration 21Q: 3 clusters Score -4230476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -4230525.000000 Penalty: 2140.851318
	Iteration 22Q: 3 clusters Score -4230525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -4230539.000000 Penalty: 2140.851318
	Iteration 23Q: 3 clusters Score -4230539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
Score: -4230542.000000 Penalty: 2140.851318
	Iteration 24Q: 3 clusters Score -4230542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -4230555.500000 Penalty: 2140.851318
	Iteration 25Q: 3 clusters Score -4230556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -4230563.000000 Penalty: 2140.851318
	Iteration 26Q: 3 clusters Score -4230563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -4230574.000000 Penalty: 2140.851318
	Iteration 27Q: 3 clusters Score -4230574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -4230587.000000 Penalty: 2140.851318
	Iteration 28Q: 3 clusters Score -4230587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -4230590.500000 Penalty: 2140.851318
	Iteration 29Q: 3 clusters Score -4230590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -4230592.500000 Penalty: 2140.851318
	Iteration 30Q: 3 clusters Score -4230592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -4230594.000000 Penalty: 2140.851318
	Iteration 31Q: 3 clusters Score -4230594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -4230598.500000 Penalty: 2140.851318
	Iteration 32Q: 3 clusters Score -4230598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -4230605.500000 Penalty: 2140.851318
	Iteration 33Q: 3 clusters Score -4230606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -4230609.000000 Penalty: 2140.851318
	Iteration 34Q: 3 clusters Score -4230609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -4230609.500000 Penalty: 2140.851318
	Iteration 35Q: 3 clusters Score -4230610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -4230617.500000 Penalty: 2140.851318
	Iteration 36Q: 3 clusters Score -4230618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -4230617.500000 Penalty: 2140.851318
	Iteration 37Q: 3 clusters Score -4230618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -4230617.500000 Penalty: 2140.851318
	Iteration 38F: 3 clusters Score -4230618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -86424.195312 Penalty: 696.575073
	Iteration 0F: 2 clusters Score -86424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85009.203125 Penalty: 1393.150146
	Iteration 0F: 3 clusters Score -85009.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -85311.031250 Penalty: 1393.150146
	Iteration 1F: 3 clusters Score -85311.03 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -85367.398438 Penalty: 1393.150146
	Iteration 2F: 3 clusters Score -85367.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -85406.929688 Penalty: 1393.150146
	Iteration 3Q: 3 clusters Score -85406.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -85442.414062 Penalty: 1393.150146
	Iteration 4Q: 3 clusters Score -85442.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -85472.671875 Penalty: 1393.150146
	Iteration 5Q: 3 clusters Score -85472.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -85499.078125 Penalty: 1393.150146
	Iteration 6Q: 3 clusters Score -85499.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -85514.890625 Penalty: 1393.150146
	Iteration 7Q: 3 clusters Score -85514.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -85522.398438 Penalty: 1393.150146
	Iteration 8Q: 3 clusters Score -85522.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -85529.015625 Penalty: 1393.150146
	Iteration 9Q: 3 clusters Score -85529.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -85539.000000 Penalty: 1393.150146
	Iteration 10Q: 3 clusters Score -85539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -85553.757812 Penalty: 1393.150146
	Iteration 11Q: 3 clusters Score -85553.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -85569.507812 Penalty: 1393.150146
	Iteration 12Q: 3 clusters Score -85569.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -85584.726562 Penalty: 1393.150146
	Iteration 13Q: 3 clusters Score -85584.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -85594.757812 Penalty: 1393.150146
	Iteration 14Q: 3 clusters Score -85594.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -85606.796875 Penalty: 1393.150146
	Iteration 15Q: 3 clusters Score -85606.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -85614.546875 Penalty: 1393.150146
	Iteration 16Q: 3 clusters Score -85614.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -85622.140625 Penalty: 1393.150146
	Iteration 17Q: 3 clusters Score -85622.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -85626.835938 Penalty: 1393.150146
	Iteration 18Q: 3 clusters Score -85626.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -85633.921875 Penalty: 1393.150146
	Iteration 19Q: 3 clusters Score -85633.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -85643.328125 Penalty: 1393.150146
	Iteration 20F: 3 clusters Score -85643.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -85653.984375 Penalty: 1393.150146
	Iteration 21Q: 3 clusters Score -85653.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -85658.812500 Penalty: 1393.150146
	Iteration 22Q: 3 clusters Score -85658.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -85662.992188 Penalty: 1393.150146
	Iteration 23Q: 3 clusters Score -85662.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -85665.632812 Penalty: 1393.150146
	Iteration 24Q: 3 clusters Score -85665.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -85668.437500 Penalty: 1393.150146
	Iteration 25Q: 3 clusters Score -85668.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -85670.429688 Penalty: 1393.150146
	Iteration 26Q: 3 clusters Score -85670.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -85671.132812 Penalty: 1393.150146
	Iteration 27Q: 3 clusters Score -85671.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -85672.046875 Penalty: 1393.150146
	Iteration 28Q: 3 clusters Score -85672.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -85674.296875 Penalty: 1393.150146
	Iteration 29Q: 3 clusters Score -85674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -85676.671875 Penalty: 1393.150146
	Iteration 30Q: 3 clusters Score -85676.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -85678.656250 Penalty: 1393.150146
	Iteration 31Q: 3 clusters Score -85678.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -85679.250000 Penalty: 1393.150146
	Iteration 32Q: 3 clusters Score -85679.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -85680.273438 Penalty: 1393.150146
	Iteration 33Q: 3 clusters Score -85680.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -85681.789062 Penalty: 1393.150146
	Iteration 34Q: 3 clusters Score -85681.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -85684.679688 Penalty: 1393.150146
	Iteration 35Q: 3 clusters Score -85684.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -85686.593750 Penalty: 1393.150146
	Iteration 36Q: 3 clusters Score -85686.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -85691.273438 Penalty: 1393.150146
	Iteration 37Q: 3 clusters Score -85691.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -85694.937500 Penalty: 1393.150146
	Iteration 38Q: 3 clusters Score -85694.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -85696.929688 Penalty: 1393.150146
	Iteration 39Q: 3 clusters Score -85696.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -85699.500000 Penalty: 1393.150146
	Iteration 40F: 3 clusters Score -85699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -85701.617188 Penalty: 1393.150146
	Iteration 41Q: 3 clusters Score -85701.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -85704.242188 Penalty: 1393.150146
	Iteration 42Q: 3 clusters Score -85704.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -85708.429688 Penalty: 1393.150146
	Iteration 43Q: 3 clusters Score -85708.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -85710.695312 Penalty: 1393.150146
	Iteration 44Q: 3 clusters Score -85710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -85711.992188 Penalty: 1393.150146
	Iteration 45Q: 3 clusters Score -85711.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -85717.734375 Penalty: 1393.150146
	Iteration 46Q: 3 clusters Score -85717.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -85723.015625 Penalty: 1393.150146
	Iteration 47Q: 3 clusters Score -85723.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -85727.296875 Penalty: 1393.150146
	Iteration 48Q: 3 clusters Score -85727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -85729.671875 Penalty: 1393.150146
	Iteration 49Q: 3 clusters Score -85729.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -85731.429688 Penalty: 1393.150146
	Iteration 50Q: 3 clusters Score -85731.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -85732.515625 Penalty: 1393.150146
	Iteration 51Q: 3 clusters Score -85732.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -85732.515625 Penalty: 1393.150146
	Iteration 52F: 3 clusters Score -85732.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 3 contains 24247 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 32205 members 
Mstep: Class 8 contains 3919 members 
Mstep: Class 9 contains 12858 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 24687 members 
Mstep: Class 16 contains 13199 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 30768 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 980 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 293332 members 
Mstep: Class 25 contains 78248 members 
Mstep: Class 26 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628612.000000 Penalty: 34655.218750
Iteration 199Q: 28 clusters Score -3.862861e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 24186 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 32151 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 12927 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 14652 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 24688 members 
Mstep: Class 16 contains 13208 members 
Mstep: Class 17 contains 5509 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 8194 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 293409 members 
Mstep: Class 25 contains 78290 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 134602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629168.000000 Penalty: 34655.218750
Iteration 200F: 28 clusters Score -3.862917e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 24124 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 32086 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 12958 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 14650 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 24688 members 
Mstep: Class 16 contains 13168 members 
Mstep: Class 17 contains 5509 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 8194 members 
Mstep: Class 20 contains 1589 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 293346 members 
Mstep: Class 25 contains 78294 members 
Mstep: Class 26 contains 1535 members 
Mstep: Class 27 contains 134586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629580.000000 Penalty: 34655.218750
Iteration 201Q: 28 clusters Score -3.862958e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 24064 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 32036 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 12990 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 14647 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 4442 members 
Mstep: Class 15 contains 24688 members 
Mstep: Class 16 contains 13137 members 
Mstep: Class 17 contains 5513 members 
Mstep: Class 18 contains 30898 members 
Mstep: Class 19 contains 8196 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 293265 members 
Mstep: Class 25 contains 78290 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 134569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629720.000000 Penalty: 34655.218750
Iteration 202Q: 28 clusters Score -3.862972e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 5 contains 4302 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 31986 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 13028 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 3380 members 
Mstep: Class 12 contains 14644 members 
Mstep: Class 13 contains 2167 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 24689 members 
Mstep: Class 16 contains 13119 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 30954 members 
Mstep: Class 19 contains 8195 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 4794 members 
Mstep: Class 24 contains 293151 members 
Mstep: Class 25 contains 78291 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 134559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629784.000000 Penalty: 34655.218750
Iteration 203Q: 28 clusters Score -3.862978e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 23906 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 4311 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 31939 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 13057 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 14641 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 24691 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 31027 members 
Mstep: Class 19 contains 8195 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 4774 members 
Mstep: Class 24 contains 293007 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1546 members 
Mstep: Class 27 contains 134568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630044.000000 Penalty: 34655.218750
Iteration 204Q: 28 clusters Score -3.863004e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 23835 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 4316 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 31898 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 13073 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3378 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 24694 members 
Mstep: Class 16 contains 13103 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 31112 members 
Mstep: Class 19 contains 8194 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2929 members 
Mstep: Class 23 contains 4752 members 
Mstep: Class 24 contains 292877 members 
Mstep: Class 25 contains 78280 members 
Mstep: Class 26 contains 1549 members 
Mstep: Class 27 contains 134591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630060.000000 Penalty: 34655.218750
Iteration 205Q: 28 clusters Score -3.863006e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 23755 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 31862 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 13091 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 24696 members 
Mstep: Class 16 contains 13102 members 
Mstep: Class 17 contains 5515 members 
Mstep: Class 18 contains 31201 members 
Mstep: Class 19 contains 8192 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 4725 members 
Mstep: Class 24 contains 292769 members 
Mstep: Class 25 contains 78281 members 
Mstep: Class 26 contains 1553 members 
Mstep: Class 27 contains 134601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630056.000000 Penalty: 34655.218750
Iteration 206Q: 28 clusters Score -3.863006e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 23689 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 31830 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 13102 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3378 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 24698 members 
Mstep: Class 16 contains 13091 members 
Mstep: Class 17 contains 5511 members 
Mstep: Class 18 contains 31286 members 
Mstep: Class 19 contains 8192 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 292694 members 
Mstep: Class 25 contains 78280 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 134596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630172.000000 Penalty: 34655.218750
Iteration 207Q: 28 clusters Score -3.863017e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 23616 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31812 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 24701 members 
Mstep: Class 16 contains 13085 members 
Mstep: Class 17 contains 5511 members 
Mstep: Class 18 contains 31360 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2925 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 292627 members 
Mstep: Class 25 contains 78282 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 134590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630084.000000 Penalty: 34655.218750
Iteration 208Q: 28 clusters Score -3.863008e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31803 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 24704 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 5510 members 
Mstep: Class 18 contains 31423 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 4669 members 
Mstep: Class 24 contains 292589 members 
Mstep: Class 25 contains 78281 members 
Mstep: Class 26 contains 1570 members 
Mstep: Class 27 contains 134613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630040.000000 Penalty: 34655.218750
Iteration 209Q: 28 clusters Score -3.863004e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 31792 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 13105 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4218 members 
Mstep: Class 15 contains 24707 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 5505 members 
Mstep: Class 18 contains 31470 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 292543 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1579 members 
Mstep: Class 27 contains 134627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630068.000000 Penalty: 34655.218750
Iteration 210Q: 28 clusters Score -3.863007e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 23428 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 31781 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4206 members 
Mstep: Class 15 contains 24707 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 31513 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 4637 members 
Mstep: Class 24 contains 292519 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 134634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630104.000000 Penalty: 34655.218750
Iteration 211Q: 28 clusters Score -3.86301e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 23382 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 31761 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 4201 members 
Mstep: Class 15 contains 24708 members 
Mstep: Class 16 contains 13065 members 
Mstep: Class 17 contains 5504 members 
Mstep: Class 18 contains 31551 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 292481 members 
Mstep: Class 25 contains 78288 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 134640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630092.000000 Penalty: 34655.218750
Iteration 212Q: 28 clusters Score -3.863009e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 23336 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4368 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31743 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3392 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 15 contains 24710 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 5500 members 
Mstep: Class 18 contains 31597 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 292450 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 134639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630052.000000 Penalty: 34655.218750
Iteration 213Q: 28 clusters Score -3.863005e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 23301 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31731 members 
Mstep: Class 8 contains 3905 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3395 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 24710 members 
Mstep: Class 16 contains 13053 members 
Mstep: Class 17 contains 5497 members 
Mstep: Class 18 contains 31631 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 4587 members 
Mstep: Class 24 contains 292428 members 
Mstep: Class 25 contains 78288 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 134649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630088.000000 Penalty: 34655.218750
Iteration 214Q: 28 clusters Score -3.863009e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 23279 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31720 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3397 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 24711 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 31664 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2922 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 292374 members 
Mstep: Class 25 contains 78290 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 134678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630124.000000 Penalty: 34655.218750
Iteration 215Q: 28 clusters Score -3.863012e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 23256 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4379 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31713 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3399 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 4195 members 
Mstep: Class 15 contains 24711 members 
Mstep: Class 16 contains 13035 members 
Mstep: Class 17 contains 5500 members 
Mstep: Class 18 contains 31693 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2921 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 292326 members 
Mstep: Class 25 contains 78290 members 
Mstep: Class 26 contains 1635 members 
Mstep: Class 27 contains 134694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630136.000000 Penalty: 34655.218750
Iteration 216Q: 28 clusters Score -3.863014e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 23232 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31715 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3398 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 4190 members 
Mstep: Class 15 contains 24711 members 
Mstep: Class 16 contains 13032 members 
Mstep: Class 17 contains 5498 members 
Mstep: Class 18 contains 31735 members 
Mstep: Class 19 contains 8192 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2921 members 
Mstep: Class 23 contains 4557 members 
Mstep: Class 24 contains 292272 members 
Mstep: Class 25 contains 78291 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 134700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630132.000000 Penalty: 34655.218750
Iteration 217Q: 28 clusters Score -3.863013e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 23207 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31718 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3399 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 4185 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 13023 members 
Mstep: Class 17 contains 5494 members 
Mstep: Class 18 contains 31768 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2921 members 
Mstep: Class 23 contains 4549 members 
Mstep: Class 24 contains 292233 members 
Mstep: Class 25 contains 78292 members 
Mstep: Class 26 contains 1644 members 
Mstep: Class 27 contains 134704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630176.000000 Penalty: 34655.218750
Iteration 218Q: 28 clusters Score -3.863018e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 23185 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31718 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 4181 members 
Mstep: Class 15 contains 24710 members 
Mstep: Class 16 contains 13019 members 
Mstep: Class 17 contains 5488 members 
Mstep: Class 18 contains 31799 members 
Mstep: Class 19 contains 8195 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 292200 members 
Mstep: Class 25 contains 78294 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 134710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630156.000000 Penalty: 34655.218750
Iteration 219Q: 28 clusters Score -3.863016e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 23164 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31720 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3402 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 4177 members 
Mstep: Class 15 contains 24709 members 
Mstep: Class 16 contains 13016 members 
Mstep: Class 17 contains 5485 members 
Mstep: Class 18 contains 31833 members 
Mstep: Class 19 contains 8196 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4536 members 
Mstep: Class 24 contains 292179 members 
Mstep: Class 25 contains 78294 members 
Mstep: Class 26 contains 1655 members 
Mstep: Class 27 contains 134713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630124.000000 Penalty: 34655.218750
Iteration 220F: 28 clusters Score -3.863012e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 23146 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 31716 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 13119 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3404 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 24709 members 
Mstep: Class 16 contains 13014 members 
Mstep: Class 17 contains 5483 members 
Mstep: Class 18 contains 31873 members 
Mstep: Class 19 contains 8194 members 
Mstep: Class 20 contains 2648 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4532 members 
Mstep: Class 24 contains 292134 members 
Mstep: Class 25 contains 78292 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 134712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630164.000000 Penalty: 34655.218750
Iteration 221Q: 28 clusters Score -3.863016e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 23133 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 31715 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 13117 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3404 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 24710 members 
Mstep: Class 16 contains 13011 members 
Mstep: Class 17 contains 5481 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4527 members 
Mstep: Class 24 contains 292094 members 
Mstep: Class 25 contains 78288 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 134712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630140.000000 Penalty: 34655.218750
Iteration 222Q: 28 clusters Score -3.863014e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 23117 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 31716 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3405 members 
Mstep: Class 12 contains 14637 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4126 members 
Mstep: Class 15 contains 24711 members 
Mstep: Class 16 contains 13008 members 
Mstep: Class 17 contains 5476 members 
Mstep: Class 18 contains 31949 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2706 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4527 members 
Mstep: Class 24 contains 292046 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 134725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630212.000000 Penalty: 34655.218750
Iteration 223Q: 28 clusters Score -3.863021e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 23098 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31707 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 13117 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3407 members 
Mstep: Class 12 contains 14637 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 13005 members 
Mstep: Class 17 contains 5471 members 
Mstep: Class 18 contains 31968 members 
Mstep: Class 19 contains 8192 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4527 members 
Mstep: Class 24 contains 292029 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 134735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630160.000000 Penalty: 34655.218750
Iteration 224Q: 28 clusters Score -3.863016e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 23087 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31706 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 13120 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3407 members 
Mstep: Class 12 contains 14637 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 15 contains 24711 members 
Mstep: Class 16 contains 13001 members 
Mstep: Class 17 contains 5468 members 
Mstep: Class 18 contains 31997 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 292000 members 
Mstep: Class 25 contains 78288 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 134738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630140.000000 Penalty: 34655.218750
Iteration 225Q: 28 clusters Score -3.863014e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 23065 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31702 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 13125 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3407 members 
Mstep: Class 12 contains 14637 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4090 members 
Mstep: Class 15 contains 24711 members 
Mstep: Class 16 contains 12997 members 
Mstep: Class 17 contains 5466 members 
Mstep: Class 18 contains 32017 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2785 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4508 members 
Mstep: Class 24 contains 291988 members 
Mstep: Class 25 contains 78292 members 
Mstep: Class 26 contains 1676 members 
Mstep: Class 27 contains 134744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630168.000000 Penalty: 34655.218750
Iteration 226Q: 28 clusters Score -3.863017e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 23051 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31696 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 13129 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3408 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4082 members 
Mstep: Class 15 contains 24713 members 
Mstep: Class 16 contains 12991 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 32061 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4496 members 
Mstep: Class 24 contains 291952 members 
Mstep: Class 25 contains 78293 members 
Mstep: Class 26 contains 1680 members 
Mstep: Class 27 contains 134751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630208.000000 Penalty: 34655.218750
Iteration 227Q: 28 clusters Score -3.863021e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 23025 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 31689 members 
Mstep: Class 8 contains 3873 members 
Mstep: Class 9 contains 13134 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3409 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4073 members 
Mstep: Class 15 contains 24714 members 
Mstep: Class 16 contains 12985 members 
Mstep: Class 17 contains 5461 members 
Mstep: Class 18 contains 32100 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4487 members 
Mstep: Class 24 contains 291928 members 
Mstep: Class 25 contains 78294 members 
Mstep: Class 26 contains 1683 members 
Mstep: Class 27 contains 134753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630264.000000 Penalty: 34655.218750
Iteration 228Q: 28 clusters Score -3.863026e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 22998 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 31685 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 13142 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3411 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 24715 members 
Mstep: Class 16 contains 12983 members 
Mstep: Class 17 contains 5463 members 
Mstep: Class 18 contains 32130 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 291913 members 
Mstep: Class 25 contains 78291 members 
Mstep: Class 26 contains 1686 members 
Mstep: Class 27 contains 134756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630316.000000 Penalty: 34655.218750
Iteration 229Q: 28 clusters Score -3.863032e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 22968 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 31679 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 13149 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12981 members 
Mstep: Class 17 contains 5464 members 
Mstep: Class 18 contains 32154 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 2869 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 291897 members 
Mstep: Class 25 contains 78292 members 
Mstep: Class 26 contains 1687 members 
Mstep: Class 27 contains 134760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630348.000000 Penalty: 34655.218750
Iteration 230Q: 28 clusters Score -3.863035e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 22944 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 31679 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 13150 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 24717 members 
Mstep: Class 16 contains 12980 members 
Mstep: Class 17 contains 5466 members 
Mstep: Class 18 contains 32174 members 
Mstep: Class 19 contains 8192 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 291891 members 
Mstep: Class 25 contains 78288 members 
Mstep: Class 26 contains 1688 members 
Mstep: Class 27 contains 134762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630316.000000 Penalty: 34655.218750
Iteration 231Q: 28 clusters Score -3.863032e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 22922 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 31674 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 13153 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 3414 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12978 members 
Mstep: Class 17 contains 5466 members 
Mstep: Class 18 contains 32197 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2884 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 291879 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1688 members 
Mstep: Class 27 contains 134770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630316.000000 Penalty: 34655.218750
Iteration 232Q: 28 clusters Score -3.863032e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 22902 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 31672 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 13156 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4034 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12976 members 
Mstep: Class 17 contains 5463 members 
Mstep: Class 18 contains 32224 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2891 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 291860 members 
Mstep: Class 25 contains 78287 members 
Mstep: Class 26 contains 1688 members 
Mstep: Class 27 contains 134779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630336.000000 Penalty: 34655.218750
Iteration 233Q: 28 clusters Score -3.863034e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 22880 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 31665 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4029 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12976 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 32254 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4425 members 
Mstep: Class 24 contains 291842 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1689 members 
Mstep: Class 27 contains 134794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630284.000000 Penalty: 34655.218750
Iteration 234Q: 28 clusters Score -3.863028e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 22852 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 31661 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4024 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12968 members 
Mstep: Class 17 contains 5461 members 
Mstep: Class 18 contains 32279 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 291836 members 
Mstep: Class 25 contains 78290 members 
Mstep: Class 26 contains 1691 members 
Mstep: Class 27 contains 134804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630296.000000 Penalty: 34655.218750
Iteration 235Q: 28 clusters Score -3.86303e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 22830 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31652 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 13159 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4020 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12961 members 
Mstep: Class 17 contains 5461 members 
Mstep: Class 18 contains 32302 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4412 members 
Mstep: Class 24 contains 291825 members 
Mstep: Class 25 contains 78290 members 
Mstep: Class 26 contains 1690 members 
Mstep: Class 27 contains 134824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630252.000000 Penalty: 34655.218750
Iteration 236Q: 28 clusters Score -3.863025e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 22814 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31648 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 13160 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 3422 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12953 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 32321 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4412 members 
Mstep: Class 24 contains 291815 members 
Mstep: Class 25 contains 78288 members 
Mstep: Class 26 contains 1691 members 
Mstep: Class 27 contains 134843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630296.000000 Penalty: 34655.218750
Iteration 237Q: 28 clusters Score -3.86303e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 22796 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31648 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 3425 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 24719 members 
Mstep: Class 16 contains 12949 members 
Mstep: Class 17 contains 5463 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4409 members 
Mstep: Class 24 contains 291811 members 
Mstep: Class 25 contains 78288 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630288.000000 Penalty: 34655.218750
Iteration 238Q: 28 clusters Score -3.863029e+07 nChanged 84
Entering ConstructFrom: 
Score: -38630288.000000 Penalty: 34655.218750
Entering ConstructFrom: 
Trying to split cluster 1 (15581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Entering Unmasked Estep 
Score: -846416.937500 Penalty: 917.111755
	Iteration 0F: 2 clusters Score -846416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -835865.687500 Penalty: 1834.223511
	Iteration 0F: 3 clusters Score -835865.7 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -839862.625000 Penalty: 1834.223511
	Iteration 1F: 3 clusters Score -839862.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -840114.062500 Penalty: 1834.223511
	Iteration 2Q: 3 clusters Score -840114.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -840388.875000 Penalty: 1834.223511
	Iteration 3Q: 3 clusters Score -840388.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -840743.437500 Penalty: 1834.223511
	Iteration 4Q: 3 clusters Score -840743.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -841177.375000 Penalty: 1834.223511
	Iteration 5Q: 3 clusters Score -841177.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -841666.875000 Penalty: 1834.223511
	Iteration 6Q: 3 clusters Score -841666.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -842246.062500 Penalty: 1834.223511
	Iteration 7F: 3 clusters Score -842246.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -842854.062500 Penalty: 1834.223511
	Iteration 8F: 3 clusters Score -842854.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -843494.562500 Penalty: 1834.223511
	Iteration 9F: 3 clusters Score -843494.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -844114.625000 Penalty: 1834.223511
	Iteration 10Q: 3 clusters Score -844114.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -844583.000000 Penalty: 1834.223511
	Iteration 11Q: 3 clusters Score -844583 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -844910.187500 Penalty: 1834.223511
	Iteration 12Q: 3 clusters Score -844910.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -845115.375000 Penalty: 1834.223511
	Iteration 13Q: 3 clusters Score -845115.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -845246.125000 Penalty: 1834.223511
	Iteration 14Q: 3 clusters Score -845246.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -845345.437500 Penalty: 1834.223511
	Iteration 15Q: 3 clusters Score -845345.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -845413.750000 Penalty: 1834.223511
	Iteration 16Q: 3 clusters Score -845413.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -845460.687500 Penalty: 1834.223511
	Iteration 17Q: 3 clusters Score -845460.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -845498.937500 Penalty: 1834.223511
	Iteration 18Q: 3 clusters Score -845498.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -845541.312500 Penalty: 1834.223511
	Iteration 19Q: 3 clusters Score -845541.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -845568.187500 Penalty: 1834.223511
	Iteration 20F: 3 clusters Score -845568.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -845587.937500 Penalty: 1834.223511
	Iteration 21Q: 3 clusters Score -845587.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -845602.500000 Penalty: 1834.223511
	Iteration 22Q: 3 clusters Score -845602.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -845616.500000 Penalty: 1834.223511
	Iteration 23Q: 3 clusters Score -845616.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -845622.000000 Penalty: 1834.223511
	Iteration 24Q: 3 clusters Score -845622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -845629.375000 Penalty: 1834.223511
	Iteration 25Q: 3 clusters Score -845629.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -845632.187500 Penalty: 1834.223511
	Iteration 26Q: 3 clusters Score -845632.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -845635.062500 Penalty: 1834.223511
	Iteration 27Q: 3 clusters Score -845635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -845635.312500 Penalty: 1834.223511
	Iteration 28Q: 3 clusters Score -845635.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -845636.500000 Penalty: 1834.223511
	Iteration 29Q: 3 clusters Score -845636.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -845640.312500 Penalty: 1834.223511
	Iteration 30Q: 3 clusters Score -845640.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -845642.812500 Penalty: 1834.223511
	Iteration 31Q: 3 clusters Score -845642.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -845643.875000 Penalty: 1834.223511
	Iteration 32Q: 3 clusters Score -845643.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -845646.562500 Penalty: 1834.223511
	Iteration 33Q: 3 clusters Score -845646.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -845648.937500 Penalty: 1834.223511
	Iteration 34Q: 3 clusters Score -845648.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -845651.187500 Penalty: 1834.223511
	Iteration 35Q: 3 clusters Score -845651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -845653.937500 Penalty: 1834.223511
	Iteration 36Q: 3 clusters Score -845653.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -845658.062500 Penalty: 1834.223511
	Iteration 37Q: 3 clusters Score -845658.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -845662.187500 Penalty: 1834.223511
	Iteration 38Q: 3 clusters Score -845662.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -845665.125000 Penalty: 1834.223511
	Iteration 39Q: 3 clusters Score -845665.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -845672.750000 Penalty: 1834.223511
	Iteration 40F: 3 clusters Score -845672.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -845680.500000 Penalty: 1834.223511
	Iteration 41Q: 3 clusters Score -845680.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -845683.562500 Penalty: 1834.223511
	Iteration 42Q: 3 clusters Score -845683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -845689.187500 Penalty: 1834.223511
	Iteration 43Q: 3 clusters Score -845689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -845694.500000 Penalty: 1834.223511
	Iteration 44Q: 3 clusters Score -845694.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -845698.562500 Penalty: 1834.223511
	Iteration 45Q: 3 clusters Score -845698.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -845704.500000 Penalty: 1834.223511
	Iteration 46Q: 3 clusters Score -845704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -845708.812500 Penalty: 1834.223511
	Iteration 47Q: 3 clusters Score -845708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -845709.062500 Penalty: 1834.223511
	Iteration 48Q: 3 clusters Score -845709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -845713.187500 Penalty: 1834.223511
	Iteration 49Q: 3 clusters Score -845713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -845713.625000 Penalty: 1834.223511
	Iteration 50Q: 3 clusters Score -845713.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -845713.625000 Penalty: 1834.223511
	Iteration 51F: 3 clusters Score -845713.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -252642.671875 Penalty: 802.116516
	Iteration 0F: 2 clusters Score -252642.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -249300.937500 Penalty: 1604.233032
	Iteration 0F: 3 clusters Score -249300.9 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -250575.281250 Penalty: 1604.233032
	Iteration 1F: 3 clusters Score -250575.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -250801.062500 Penalty: 1604.233032
	Iteration 2F: 3 clusters Score -250801.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -250998.187500 Penalty: 1604.233032
	Iteration 3F: 3 clusters Score -250998.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -251156.421875 Penalty: 1604.233032
	Iteration 4F: 3 clusters Score -251156.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -251268.281250 Penalty: 1604.233032
	Iteration 5Q: 3 clusters Score -251268.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -251364.187500 Penalty: 1604.233032
	Iteration 6Q: 3 clusters Score -251364.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -251432.359375 Penalty: 1604.233032
	Iteration 7Q: 3 clusters Score -251432.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -251491.859375 Penalty: 1604.233032
	Iteration 8Q: 3 clusters Score -251491.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -251539.687500 Penalty: 1604.233032
	Iteration 9Q: 3 clusters Score -251539.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -251580.500000 Penalty: 1604.233032
	Iteration 10Q: 3 clusters Score -251580.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -251625.625000 Penalty: 1604.233032
	Iteration 11Q: 3 clusters Score -251625.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -251674.062500 Penalty: 1604.233032
	Iteration 12Q: 3 clusters Score -251674.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -251711.156250 Penalty: 1604.233032
	Iteration 13Q: 3 clusters Score -251711.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -251742.468750 Penalty: 1604.233032
	Iteration 14Q: 3 clusters Score -251742.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -251771.406250 Penalty: 1604.233032
	Iteration 15Q: 3 clusters Score -251771.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -251795.265625 Penalty: 1604.233032
	Iteration 16Q: 3 clusters Score -251795.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -251825.015625 Penalty: 1604.233032
	Iteration 17Q: 3 clusters Score -251825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -251845.015625 Penalty: 1604.233032
	Iteration 18Q: 3 clusters Score -251845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -251863.156250 Penalty: 1604.233032
	Iteration 19Q: 3 clusters Score -251863.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -251874.140625 Penalty: 1604.233032
	Iteration 20F: 3 clusters Score -251874.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -251887.609375 Penalty: 1604.233032
	Iteration 21Q: 3 clusters Score -251887.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -251903.562500 Penalty: 1604.233032
	Iteration 22Q: 3 clusters Score -251903.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -251920.703125 Penalty: 1604.233032
	Iteration 23Q: 3 clusters Score -251920.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -251942.031250 Penalty: 1604.233032
	Iteration 24Q: 3 clusters Score -251942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -251960.671875 Penalty: 1604.233032
	Iteration 25Q: 3 clusters Score -251960.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -251988.359375 Penalty: 1604.233032
	Iteration 26Q: 3 clusters Score -251988.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -252010.671875 Penalty: 1604.233032
	Iteration 27Q: 3 clusters Score -252010.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -252026.281250 Penalty: 1604.233032
	Iteration 28Q: 3 clusters Score -252026.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -252037.671875 Penalty: 1604.233032
	Iteration 29Q: 3 clusters Score -252037.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -252046.921875 Penalty: 1604.233032
	Iteration 30Q: 3 clusters Score -252046.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -252052.984375 Penalty: 1604.233032
	Iteration 31Q: 3 clusters Score -252053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -252056.140625 Penalty: 1604.233032
	Iteration 32Q: 3 clusters Score -252056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -252059.734375 Penalty: 1604.233032
	Iteration 33Q: 3 clusters Score -252059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -252063.921875 Penalty: 1604.233032
	Iteration 34Q: 3 clusters Score -252063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -252066.328125 Penalty: 1604.233032
	Iteration 35Q: 3 clusters Score -252066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -252068.937500 Penalty: 1604.233032
	Iteration 36Q: 3 clusters Score -252068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -252072.984375 Penalty: 1604.233032
	Iteration 37Q: 3 clusters Score -252073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -252074.687500 Penalty: 1604.233032
	Iteration 38Q: 3 clusters Score -252074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -252074.687500 Penalty: 1604.233032
	Iteration 39Q: 3 clusters Score -252074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -252075.140625 Penalty: 1604.233032
	Iteration 40F: 3 clusters Score -252075.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Entering Unmasked Estep 
Score: -1132347.750000 Penalty: 953.203918
	Iteration 0F: 2 clusters Score -1132348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1117028.125000 Penalty: 1906.407837
	Iteration 0F: 3 clusters Score -1117028 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1123334.375000 Penalty: 1906.407837
	Iteration 1F: 3 clusters Score -1123334 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1123846.875000 Penalty: 1906.407837
	Iteration 2F: 3 clusters Score -1123847 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1124485.250000 Penalty: 1906.407837
	Iteration 3F: 3 clusters Score -1124485 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1125280.000000 Penalty: 1906.407837
	Iteration 4F: 3 clusters Score -1125280 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1126153.875000 Penalty: 1906.407837
	Iteration 5F: 3 clusters Score -1126154 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1127090.375000 Penalty: 1906.407837
	Iteration 6F: 3 clusters Score -1127090 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -1128102.250000 Penalty: 1906.407837
	Iteration 7F: 3 clusters Score -1128102 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -1129073.750000 Penalty: 1906.407837
	Iteration 8F: 3 clusters Score -1129074 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -1129909.750000 Penalty: 1906.407837
	Iteration 9Q: 3 clusters Score -1129910 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -1130559.875000 Penalty: 1906.407837
	Iteration 10Q: 3 clusters Score -1130560 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -1130976.000000 Penalty: 1906.407837
	Iteration 11Q: 3 clusters Score -1130976 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1131249.000000 Penalty: 1906.407837
	Iteration 12Q: 3 clusters Score -1131249 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -1131401.625000 Penalty: 1906.407837
	Iteration 13Q: 3 clusters Score -1131402 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -1131469.250000 Penalty: 1906.407837
	Iteration 14Q: 3 clusters Score -1131469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -1131496.625000 Penalty: 1906.407837
	Iteration 15Q: 3 clusters Score -1131497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -1131512.750000 Penalty: 1906.407837
	Iteration 16Q: 3 clusters Score -1131513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1131527.625000 Penalty: 1906.407837
	Iteration 17Q: 3 clusters Score -1131528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -1131533.750000 Penalty: 1906.407837
	Iteration 18Q: 3 clusters Score -1131534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -1131535.625000 Penalty: 1906.407837
	Iteration 19Q: 3 clusters Score -1131536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -1131538.250000 Penalty: 1906.407837
	Iteration 20F: 3 clusters Score -1131538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -1131540.250000 Penalty: 1906.407837
	Iteration 21Q: 3 clusters Score -1131540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -1131541.875000 Penalty: 1906.407837
	Iteration 22Q: 3 clusters Score -1131542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -1131543.375000 Penalty: 1906.407837
	Iteration 23Q: 3 clusters Score -1131543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -1131548.125000 Penalty: 1906.407837
	Iteration 24Q: 3 clusters Score -1131548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -1131551.250000 Penalty: 1906.407837
	Iteration 25Q: 3 clusters Score -1131551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -1131555.250000 Penalty: 1906.407837
	Iteration 26Q: 3 clusters Score -1131555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -1131558.250000 Penalty: 1906.407837
	Iteration 27Q: 3 clusters Score -1131558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -1131566.000000 Penalty: 1906.407837
	Iteration 28Q: 3 clusters Score -1131566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -1131572.625000 Penalty: 1906.407837
	Iteration 29Q: 3 clusters Score -1131573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -1131574.875000 Penalty: 1906.407837
	Iteration 30Q: 3 clusters Score -1131575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -1131576.250000 Penalty: 1906.407837
	Iteration 31Q: 3 clusters Score -1131576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -1131576.250000 Penalty: 1906.407837
	Iteration 32F: 3 clusters Score -1131576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -164869.953125 Penalty: 772.635010
	Iteration 0F: 2 clusters Score -164870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -162343.312500 Penalty: 1545.270020
	Iteration 0F: 3 clusters Score -162343.3 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -163368.515625 Penalty: 1545.270020
	Iteration 1F: 3 clusters Score -163368.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -163822.390625 Penalty: 1545.270020
	Iteration 2F: 3 clusters Score -163822.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -164116.921875 Penalty: 1545.270020
	Iteration 3F: 3 clusters Score -164116.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -164305.437500 Penalty: 1545.270020
	Iteration 4F: 3 clusters Score -164305.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -164394.343750 Penalty: 1545.270020
	Iteration 5Q: 3 clusters Score -164394.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -164433.125000 Penalty: 1545.270020
	Iteration 6Q: 3 clusters Score -164433.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -164455.890625 Penalty: 1545.270020
	Iteration 7Q: 3 clusters Score -164455.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -164471.921875 Penalty: 1545.270020
	Iteration 8Q: 3 clusters Score -164471.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -164481.046875 Penalty: 1545.270020
	Iteration 9Q: 3 clusters Score -164481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -164486.187500 Penalty: 1545.270020
	Iteration 10Q: 3 clusters Score -164486.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -164489.625000 Penalty: 1545.270020
	Iteration 11Q: 3 clusters Score -164489.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -164491.578125 Penalty: 1545.270020
	Iteration 12Q: 3 clusters Score -164491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -164493.312500 Penalty: 1545.270020
	Iteration 13Q: 3 clusters Score -164493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -164495.718750 Penalty: 1545.270020
	Iteration 14Q: 3 clusters Score -164495.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -164497.968750 Penalty: 1545.270020
	Iteration 15Q: 3 clusters Score -164498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -164500.671875 Penalty: 1545.270020
	Iteration 16Q: 3 clusters Score -164500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -164502.984375 Penalty: 1545.270020
	Iteration 17Q: 3 clusters Score -164503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -164504.437500 Penalty: 1545.270020
	Iteration 18Q: 3 clusters Score -164504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -164505.171875 Penalty: 1545.270020
	Iteration 19Q: 3 clusters Score -164505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -164506.625000 Penalty: 1545.270020
	Iteration 20F: 3 clusters Score -164506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -164507.531250 Penalty: 1545.270020
	Iteration 21Q: 3 clusters Score -164507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -164507.562500 Penalty: 1545.270020
	Iteration 22Q: 3 clusters Score -164507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -164507.765625 Penalty: 1545.270020
	Iteration 23Q: 3 clusters Score -164507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -164507.765625 Penalty: 1545.270020
	Iteration 24F: 3 clusters Score -164507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -236806.218750 Penalty: 796.708130
	Iteration 0F: 2 clusters Score -236806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -233661.328125 Penalty: 1593.416260
	Iteration 0F: 3 clusters Score -233661.3 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -234642.562500 Penalty: 1593.416260
	Iteration 1F: 3 clusters Score -234642.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -234779.296875 Penalty: 1593.416260
	Iteration 2F: 3 clusters Score -234779.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -234893.515625 Penalty: 1593.416260
	Iteration 3F: 3 clusters Score -234893.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -235016.828125 Penalty: 1593.416260
	Iteration 4F: 3 clusters Score -235016.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -235140.437500 Penalty: 1593.416260
	Iteration 5Q: 3 clusters Score -235140.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -235278.656250 Penalty: 1593.416260
	Iteration 6Q: 3 clusters Score -235278.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -235423.296875 Penalty: 1593.416260
	Iteration 7Q: 3 clusters Score -235423.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -235570.203125 Penalty: 1593.416260
	Iteration 8Q: 3 clusters Score -235570.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -235719.484375 Penalty: 1593.416260
	Iteration 9Q: 3 clusters Score -235719.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -235851.093750 Penalty: 1593.416260
	Iteration 10Q: 3 clusters Score -235851.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -235979.453125 Penalty: 1593.416260
	Iteration 11Q: 3 clusters Score -235979.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -236070.218750 Penalty: 1593.416260
	Iteration 12Q: 3 clusters Score -236070.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -236125.015625 Penalty: 1593.416260
	Iteration 13Q: 3 clusters Score -236125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -236165.500000 Penalty: 1593.416260
	Iteration 14Q: 3 clusters Score -236165.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -236206.656250 Penalty: 1593.416260
	Iteration 15Q: 3 clusters Score -236206.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -236235.078125 Penalty: 1593.416260
	Iteration 16Q: 3 clusters Score -236235.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -236249.390625 Penalty: 1593.416260
	Iteration 17Q: 3 clusters Score -236249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -236252.015625 Penalty: 1593.416260
	Iteration 18Q: 3 clusters Score -236252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -236254.468750 Penalty: 1593.416260
	Iteration 19Q: 3 clusters Score -236254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -236258.859375 Penalty: 1593.416260
	Iteration 20F: 3 clusters Score -236258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -236260.984375 Penalty: 1593.416260
	Iteration 21Q: 3 clusters Score -236261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -236260.968750 Penalty: 1593.416260
	Iteration 22Q: 3 clusters Score -236261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -236260.968750 Penalty: 1593.416260
	Iteration 23F: 3 clusters Score -236261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -299219.093750 Penalty: 826.200195
	Iteration 0F: 2 clusters Score -299219.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -295033.343750 Penalty: 1652.400391
	Iteration 0F: 3 clusters Score -295033.3 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -296399.843750 Penalty: 1652.400391
	Iteration 1F: 3 clusters Score -296399.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -296583.187500 Penalty: 1652.400391
	Iteration 2F: 3 clusters Score -296583.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -296739.468750 Penalty: 1652.400391
	Iteration 3F: 3 clusters Score -296739.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -296924.562500 Penalty: 1652.400391
	Iteration 4Q: 3 clusters Score -296924.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -297096.656250 Penalty: 1652.400391
	Iteration 5Q: 3 clusters Score -297096.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -297245.093750 Penalty: 1652.400391
	Iteration 6Q: 3 clusters Score -297245.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -297395.062500 Penalty: 1652.400391
	Iteration 7Q: 3 clusters Score -297395.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -297534.437500 Penalty: 1652.400391
	Iteration 8Q: 3 clusters Score -297534.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -297667.406250 Penalty: 1652.400391
	Iteration 9Q: 3 clusters Score -297667.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -297756.656250 Penalty: 1652.400391
	Iteration 10Q: 3 clusters Score -297756.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -297824.312500 Penalty: 1652.400391
	Iteration 11Q: 3 clusters Score -297824.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -297872.750000 Penalty: 1652.400391
	Iteration 12Q: 3 clusters Score -297872.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -297908.000000 Penalty: 1652.400391
	Iteration 13Q: 3 clusters Score -297908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -297931.093750 Penalty: 1652.400391
	Iteration 14Q: 3 clusters Score -297931.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -297950.562500 Penalty: 1652.400391
	Iteration 15Q: 3 clusters Score -297950.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -297967.656250 Penalty: 1652.400391
	Iteration 16Q: 3 clusters Score -297967.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -297985.625000 Penalty: 1652.400391
	Iteration 17Q: 3 clusters Score -297985.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -298001.343750 Penalty: 1652.400391
	Iteration 18Q: 3 clusters Score -298001.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -298020.093750 Penalty: 1652.400391
	Iteration 19Q: 3 clusters Score -298020.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -298046.500000 Penalty: 1652.400391
	Iteration 20F: 3 clusters Score -298046.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -298069.968750 Penalty: 1652.400391
	Iteration 21Q: 3 clusters Score -298070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -298090.875000 Penalty: 1652.400391
	Iteration 22Q: 3 clusters Score -298090.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -298113.812500 Penalty: 1652.400391
	Iteration 23Q: 3 clusters Score -298113.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -298149.375000 Penalty: 1652.400391
	Iteration 24Q: 3 clusters Score -298149.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -298193.031250 Penalty: 1652.400391
	Iteration 25Q: 3 clusters Score -298193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -298240.437500 Penalty: 1652.400391
	Iteration 26Q: 3 clusters Score -298240.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -298296.500000 Penalty: 1652.400391
	Iteration 27Q: 3 clusters Score -298296.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -298355.531250 Penalty: 1652.400391
	Iteration 28Q: 3 clusters Score -298355.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -298418.187500 Penalty: 1652.400391
	Iteration 29Q: 3 clusters Score -298418.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -298476.031250 Penalty: 1652.400391
	Iteration 30Q: 3 clusters Score -298476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -298530.656250 Penalty: 1652.400391
	Iteration 31Q: 3 clusters Score -298530.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -298582.937500 Penalty: 1652.400391
	Iteration 32Q: 3 clusters Score -298582.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -298612.437500 Penalty: 1652.400391
	Iteration 33Q: 3 clusters Score -298612.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -298624.250000 Penalty: 1652.400391
	Iteration 34Q: 3 clusters Score -298624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -298636.156250 Penalty: 1652.400391
	Iteration 35Q: 3 clusters Score -298636.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -298645.562500 Penalty: 1652.400391
	Iteration 36Q: 3 clusters Score -298645.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -298657.843750 Penalty: 1652.400391
	Iteration 37Q: 3 clusters Score -298657.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -298667.468750 Penalty: 1652.400391
	Iteration 38Q: 3 clusters Score -298667.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -298674.968750 Penalty: 1652.400391
	Iteration 39Q: 3 clusters Score -298675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -298681.093750 Penalty: 1652.400391
	Iteration 40F: 3 clusters Score -298681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -298688.187500 Penalty: 1652.400391
	Iteration 41Q: 3 clusters Score -298688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -298692.156250 Penalty: 1652.400391
	Iteration 42Q: 3 clusters Score -298692.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -298698.500000 Penalty: 1652.400391
	Iteration 43Q: 3 clusters Score -298698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -298701.343750 Penalty: 1652.400391
	Iteration 44Q: 3 clusters Score -298701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -298705.531250 Penalty: 1652.400391
	Iteration 45Q: 3 clusters Score -298705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -298707.687500 Penalty: 1652.400391
	Iteration 46Q: 3 clusters Score -298707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -298710.156250 Penalty: 1652.400391
	Iteration 47Q: 3 clusters Score -298710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -298710.875000 Penalty: 1652.400391
	Iteration 48Q: 3 clusters Score -298710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -298710.875000 Penalty: 1652.400391
	Iteration 49F: 3 clusters Score -298710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Entering Unmasked Estep 
Score: -1832421.750000 Penalty: 984.421875
	Iteration 0F: 2 clusters Score -1832422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1811503.375000 Penalty: 1968.843750
	Iteration 0F: 3 clusters Score -1811503 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1819908.000000 Penalty: 1968.843750
	Iteration 1F: 3 clusters Score -1819908 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1820410.250000 Penalty: 1968.843750
	Iteration 2Q: 3 clusters Score -1820410 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1821066.625000 Penalty: 1968.843750
	Iteration 3F: 3 clusters Score -1821067 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1821958.500000 Penalty: 1968.843750
	Iteration 4F: 3 clusters Score -1821958 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1823106.250000 Penalty: 1968.843750
	Iteration 5F: 3 clusters Score -1823106 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1824529.250000 Penalty: 1968.843750
	Iteration 6F: 3 clusters Score -1824529 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1826174.250000 Penalty: 1968.843750
	Iteration 7F: 3 clusters Score -1826174 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1827863.875000 Penalty: 1968.843750
	Iteration 8F: 3 clusters Score -1827864 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1829362.500000 Penalty: 1968.843750
	Iteration 9F: 3 clusters Score -1829362 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1830487.250000 Penalty: 1968.843750
	Iteration 10Q: 3 clusters Score -1830487 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1831062.000000 Penalty: 1968.843750
	Iteration 11Q: 3 clusters Score -1831062 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1831301.000000 Penalty: 1968.843750
	Iteration 12Q: 3 clusters Score -1831301 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1831423.375000 Penalty: 1968.843750
	Iteration 13Q: 3 clusters Score -1831423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1831469.625000 Penalty: 1968.843750
	Iteration 14Q: 3 clusters Score -1831470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1831502.000000 Penalty: 1968.843750
	Iteration 15Q: 3 clusters Score -1831502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1831522.125000 Penalty: 1968.843750
	Iteration 16Q: 3 clusters Score -1831522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1831538.250000 Penalty: 1968.843750
	Iteration 17Q: 3 clusters Score -1831538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1831551.125000 Penalty: 1968.843750
	Iteration 18Q: 3 clusters Score -1831551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1831558.250000 Penalty: 1968.843750
	Iteration 19Q: 3 clusters Score -1831558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1831565.500000 Penalty: 1968.843750
	Iteration 20F: 3 clusters Score -1831566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1831571.500000 Penalty: 1968.843750
	Iteration 21Q: 3 clusters Score -1831572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1831578.875000 Penalty: 1968.843750
	Iteration 22Q: 3 clusters Score -1831579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1831583.625000 Penalty: 1968.843750
	Iteration 23Q: 3 clusters Score -1831584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1831584.500000 Penalty: 1968.843750
	Iteration 24Q: 3 clusters Score -1831584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1831591.000000 Penalty: 1968.843750
	Iteration 25Q: 3 clusters Score -1831591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1831593.750000 Penalty: 1968.843750
	Iteration 26Q: 3 clusters Score -1831594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1831593.750000 Penalty: 1968.843750
	Iteration 27F: 3 clusters Score -1831594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -214125.765625 Penalty: 784.402344
	Iteration 0F: 2 clusters Score -214125.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -211263.312500 Penalty: 1568.804688
	Iteration 0F: 3 clusters Score -211263.3 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -212147.250000 Penalty: 1568.804688
	Iteration 1F: 3 clusters Score -212147.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -212245.562500 Penalty: 1568.804688
	Iteration 2F: 3 clusters Score -212245.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -212309.203125 Penalty: 1568.804688
	Iteration 3Q: 3 clusters Score -212309.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -212353.125000 Penalty: 1568.804688
	Iteration 4Q: 3 clusters Score -212353.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -212383.375000 Penalty: 1568.804688
	Iteration 5Q: 3 clusters Score -212383.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -212405.031250 Penalty: 1568.804688
	Iteration 6Q: 3 clusters Score -212405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -212427.171875 Penalty: 1568.804688
	Iteration 7Q: 3 clusters Score -212427.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -212451.234375 Penalty: 1568.804688
	Iteration 8Q: 3 clusters Score -212451.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -212465.953125 Penalty: 1568.804688
	Iteration 9Q: 3 clusters Score -212466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -212479.250000 Penalty: 1568.804688
	Iteration 10Q: 3 clusters Score -212479.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -212491.015625 Penalty: 1568.804688
	Iteration 11Q: 3 clusters Score -212491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -212504.703125 Penalty: 1568.804688
	Iteration 12Q: 3 clusters Score -212504.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -212520.390625 Penalty: 1568.804688
	Iteration 13Q: 3 clusters Score -212520.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -212536.015625 Penalty: 1568.804688
	Iteration 14Q: 3 clusters Score -212536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -212554.250000 Penalty: 1568.804688
	Iteration 15Q: 3 clusters Score -212554.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -212584.343750 Penalty: 1568.804688
	Iteration 16Q: 3 clusters Score -212584.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -212630.250000 Penalty: 1568.804688
	Iteration 17Q: 3 clusters Score -212630.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -212699.890625 Penalty: 1568.804688
	Iteration 18Q: 3 clusters Score -212699.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -212768.812500 Penalty: 1568.804688
	Iteration 19Q: 3 clusters Score -212768.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -212834.625000 Penalty: 1568.804688
	Iteration 20F: 3 clusters Score -212834.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -212908.078125 Penalty: 1568.804688
	Iteration 21Q: 3 clusters Score -212908.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -212987.062500 Penalty: 1568.804688
	Iteration 22Q: 3 clusters Score -212987.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -213069.421875 Penalty: 1568.804688
	Iteration 23Q: 3 clusters Score -213069.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -213140.640625 Penalty: 1568.804688
	Iteration 24Q: 3 clusters Score -213140.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -213203.859375 Penalty: 1568.804688
	Iteration 25Q: 3 clusters Score -213203.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -213247.250000 Penalty: 1568.804688
	Iteration 26Q: 3 clusters Score -213247.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -213281.828125 Penalty: 1568.804688
	Iteration 27Q: 3 clusters Score -213281.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -213305.968750 Penalty: 1568.804688
	Iteration 28Q: 3 clusters Score -213306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -213329.593750 Penalty: 1568.804688
	Iteration 29Q: 3 clusters Score -213329.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -213351.125000 Penalty: 1568.804688
	Iteration 30Q: 3 clusters Score -213351.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -213370.718750 Penalty: 1568.804688
	Iteration 31Q: 3 clusters Score -213370.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -213388.125000 Penalty: 1568.804688
	Iteration 32Q: 3 clusters Score -213388.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -213399.109375 Penalty: 1568.804688
	Iteration 33Q: 3 clusters Score -213399.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -213406.906250 Penalty: 1568.804688
	Iteration 34Q: 3 clusters Score -213406.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -213413.656250 Penalty: 1568.804688
	Iteration 35Q: 3 clusters Score -213413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -213419.375000 Penalty: 1568.804688
	Iteration 36Q: 3 clusters Score -213419.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -213421.156250 Penalty: 1568.804688
	Iteration 37Q: 3 clusters Score -213421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -213422.390625 Penalty: 1568.804688
	Iteration 38Q: 3 clusters Score -213422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -213422.984375 Penalty: 1568.804688
	Iteration 39Q: 3 clusters Score -213423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -213423.281250 Penalty: 1568.804688
	Iteration 40F: 3 clusters Score -213423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -213423.968750 Penalty: 1568.804688
	Iteration 41Q: 3 clusters Score -213424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -213424.328125 Penalty: 1568.804688
	Iteration 42Q: 3 clusters Score -213424.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -213424.328125 Penalty: 1568.804688
	Iteration 43F: 3 clusters Score -213424.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Entering Unmasked Estep 
Score: -706037.625000 Penalty: 901.083496
	Iteration 0F: 2 clusters Score -706037.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -697094.375000 Penalty: 1802.166992
	Iteration 0F: 3 clusters Score -697094.4 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -700451.625000 Penalty: 1802.166992
	Iteration 1F: 3 clusters Score -700451.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -700689.125000 Penalty: 1802.166992
	Iteration 2F: 3 clusters Score -700689.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -700930.187500 Penalty: 1802.166992
	Iteration 3Q: 3 clusters Score -700930.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -701210.687500 Penalty: 1802.166992
	Iteration 4F: 3 clusters Score -701210.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -701564.312500 Penalty: 1802.166992
	Iteration 5F: 3 clusters Score -701564.3 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -702037.500000 Penalty: 1802.166992
	Iteration 6F: 3 clusters Score -702037.5 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -702670.437500 Penalty: 1802.166992
	Iteration 7F: 3 clusters Score -702670.4 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -703346.687500 Penalty: 1802.166992
	Iteration 8F: 3 clusters Score -703346.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -704052.187500 Penalty: 1802.166992
	Iteration 9F: 3 clusters Score -704052.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -704616.375000 Penalty: 1802.166992
	Iteration 10Q: 3 clusters Score -704616.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -704936.000000 Penalty: 1802.166992
	Iteration 11Q: 3 clusters Score -704936 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -705093.687500 Penalty: 1802.166992
	Iteration 12Q: 3 clusters Score -705093.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -705156.250000 Penalty: 1802.166992
	Iteration 13Q: 3 clusters Score -705156.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -705180.687500 Penalty: 1802.166992
	Iteration 14Q: 3 clusters Score -705180.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -705201.500000 Penalty: 1802.166992
	Iteration 15Q: 3 clusters Score -705201.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -705220.375000 Penalty: 1802.166992
	Iteration 16Q: 3 clusters Score -705220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -705239.000000 Penalty: 1802.166992
	Iteration 17Q: 3 clusters Score -705239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -705242.500000 Penalty: 1802.166992
	Iteration 18Q: 3 clusters Score -705242.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -705248.125000 Penalty: 1802.166992
	Iteration 19Q: 3 clusters Score -705248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -705250.437500 Penalty: 1802.166992
	Iteration 20F: 3 clusters Score -705250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -705250.562500 Penalty: 1802.166992
	Iteration 21Q: 3 clusters Score -705250.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -705250.562500 Penalty: 1802.166992
	Iteration 22F: 3 clusters Score -705250.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -268260.468750 Penalty: 798.083923
	Iteration 0F: 2 clusters Score -268260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -265021.500000 Penalty: 1596.167847
	Iteration 0F: 3 clusters Score -265021.5 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -265984.812500 Penalty: 1596.167847
	Iteration 1F: 3 clusters Score -265984.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -266066.343750 Penalty: 1596.167847
	Iteration 2F: 3 clusters Score -266066.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -266135.218750 Penalty: 1596.167847
	Iteration 3Q: 3 clusters Score -266135.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -266206.812500 Penalty: 1596.167847
	Iteration 4Q: 3 clusters Score -266206.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -266257.500000 Penalty: 1596.167847
	Iteration 5Q: 3 clusters Score -266257.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -266292.593750 Penalty: 1596.167847
	Iteration 6Q: 3 clusters Score -266292.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -266319.031250 Penalty: 1596.167847
	Iteration 7Q: 3 clusters Score -266319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -266344.125000 Penalty: 1596.167847
	Iteration 8Q: 3 clusters Score -266344.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -266375.875000 Penalty: 1596.167847
	Iteration 9Q: 3 clusters Score -266375.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -266410.468750 Penalty: 1596.167847
	Iteration 10Q: 3 clusters Score -266410.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -266450.968750 Penalty: 1596.167847
	Iteration 11Q: 3 clusters Score -266451 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -266508.781250 Penalty: 1596.167847
	Iteration 12Q: 3 clusters Score -266508.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -266595.125000 Penalty: 1596.167847
	Iteration 13Q: 3 clusters Score -266595.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -266706.625000 Penalty: 1596.167847
	Iteration 14Q: 3 clusters Score -266706.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -266830.531250 Penalty: 1596.167847
	Iteration 15Q: 3 clusters Score -266830.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -266962.781250 Penalty: 1596.167847
	Iteration 16Q: 3 clusters Score -266962.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -267117.562500 Penalty: 1596.167847
	Iteration 17Q: 3 clusters Score -267117.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -267241.718750 Penalty: 1596.167847
	Iteration 18Q: 3 clusters Score -267241.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -267324.250000 Penalty: 1596.167847
	Iteration 19Q: 3 clusters Score -267324.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -267394.437500 Penalty: 1596.167847
	Iteration 20F: 3 clusters Score -267394.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -267444.875000 Penalty: 1596.167847
	Iteration 21Q: 3 clusters Score -267444.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -267473.281250 Penalty: 1596.167847
	Iteration 22Q: 3 clusters Score -267473.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -267486.156250 Penalty: 1596.167847
	Iteration 23Q: 3 clusters Score -267486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -267494.531250 Penalty: 1596.167847
	Iteration 24Q: 3 clusters Score -267494.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -267504.187500 Penalty: 1596.167847
	Iteration 25Q: 3 clusters Score -267504.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -267510.156250 Penalty: 1596.167847
	Iteration 26Q: 3 clusters Score -267510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -267511.187500 Penalty: 1596.167847
	Iteration 27Q: 3 clusters Score -267511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -267514.656250 Penalty: 1596.167847
	Iteration 28Q: 3 clusters Score -267514.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -267520.281250 Penalty: 1596.167847
	Iteration 29Q: 3 clusters Score -267520.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -267523.500000 Penalty: 1596.167847
	Iteration 30Q: 3 clusters Score -267523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -267525.781250 Penalty: 1596.167847
	Iteration 31Q: 3 clusters Score -267525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -267527.093750 Penalty: 1596.167847
	Iteration 32Q: 3 clusters Score -267527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -267528.375000 Penalty: 1596.167847
	Iteration 33Q: 3 clusters Score -267528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -267531.375000 Penalty: 1596.167847
	Iteration 34Q: 3 clusters Score -267531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -267535.312500 Penalty: 1596.167847
	Iteration 35Q: 3 clusters Score -267535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -267537.000000 Penalty: 1596.167847
	Iteration 36Q: 3 clusters Score -267537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -267537.468750 Penalty: 1596.167847
	Iteration 37Q: 3 clusters Score -267537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -267537.468750 Penalty: 1596.167847
	Iteration 38F: 3 clusters Score -267537.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -152394.890625 Penalty: 773.274597
	Iteration 0F: 2 clusters Score -152394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -149842.562500 Penalty: 1546.549194
	Iteration 0F: 3 clusters Score -149842.6 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -150758.125000 Penalty: 1546.549194
	Iteration 1F: 3 clusters Score -150758.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -151020.078125 Penalty: 1546.549194
	Iteration 2F: 3 clusters Score -151020.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -151186.328125 Penalty: 1546.549194
	Iteration 3F: 3 clusters Score -151186.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -151308.140625 Penalty: 1546.549194
	Iteration 4F: 3 clusters Score -151308.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -151384.828125 Penalty: 1546.549194
	Iteration 5Q: 3 clusters Score -151384.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -151446.937500 Penalty: 1546.549194
	Iteration 6Q: 3 clusters Score -151446.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -151496.906250 Penalty: 1546.549194
	Iteration 7Q: 3 clusters Score -151496.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -151559.656250 Penalty: 1546.549194
	Iteration 8Q: 3 clusters Score -151559.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -151613.859375 Penalty: 1546.549194
	Iteration 9Q: 3 clusters Score -151613.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -151663.421875 Penalty: 1546.549194
	Iteration 10Q: 3 clusters Score -151663.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -151703.421875 Penalty: 1546.549194
	Iteration 11Q: 3 clusters Score -151703.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -151737.078125 Penalty: 1546.549194
	Iteration 12Q: 3 clusters Score -151737.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -151776.156250 Penalty: 1546.549194
	Iteration 13Q: 3 clusters Score -151776.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -151820.078125 Penalty: 1546.549194
	Iteration 14Q: 3 clusters Score -151820.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -151859.593750 Penalty: 1546.549194
	Iteration 15Q: 3 clusters Score -151859.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -151888.531250 Penalty: 1546.549194
	Iteration 16Q: 3 clusters Score -151888.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -151916.593750 Penalty: 1546.549194
	Iteration 17Q: 3 clusters Score -151916.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -151933.546875 Penalty: 1546.549194
	Iteration 18Q: 3 clusters Score -151933.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -151946.625000 Penalty: 1546.549194
	Iteration 19Q: 3 clusters Score -151946.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -151955.218750 Penalty: 1546.549194
	Iteration 20F: 3 clusters Score -151955.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -151962.812500 Penalty: 1546.549194
	Iteration 21Q: 3 clusters Score -151962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -151967.984375 Penalty: 1546.549194
	Iteration 22Q: 3 clusters Score -151968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -151972.000000 Penalty: 1546.549194
	Iteration 23Q: 3 clusters Score -151972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -151975.296875 Penalty: 1546.549194
	Iteration 24Q: 3 clusters Score -151975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -151976.375000 Penalty: 1546.549194
	Iteration 25Q: 3 clusters Score -151976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -151976.750000 Penalty: 1546.549194
	Iteration 26Q: 3 clusters Score -151976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -151978.218750 Penalty: 1546.549194
	Iteration 27Q: 3 clusters Score -151978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -151979.500000 Penalty: 1546.549194
	Iteration 28Q: 3 clusters Score -151979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -151982.218750 Penalty: 1546.549194
	Iteration 29Q: 3 clusters Score -151982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -151996.046875 Penalty: 1546.549194
	Iteration 30Q: 3 clusters Score -151996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -152005.437500 Penalty: 1546.549194
	Iteration 31Q: 3 clusters Score -152005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -152008.750000 Penalty: 1546.549194
	Iteration 32Q: 3 clusters Score -152008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -152013.515625 Penalty: 1546.549194
	Iteration 33Q: 3 clusters Score -152013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -152015.093750 Penalty: 1546.549194
	Iteration 34Q: 3 clusters Score -152015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -152018.781250 Penalty: 1546.549194
	Iteration 35Q: 3 clusters Score -152018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -152022.453125 Penalty: 1546.549194
	Iteration 36Q: 3 clusters Score -152022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -152026.500000 Penalty: 1546.549194
	Iteration 37Q: 3 clusters Score -152026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -152028.312500 Penalty: 1546.549194
	Iteration 38Q: 3 clusters Score -152028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -152029.750000 Penalty: 1546.549194
	Iteration 39Q: 3 clusters Score -152029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -152033.062500 Penalty: 1546.549194
	Iteration 40F: 3 clusters Score -152033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -152039.703125 Penalty: 1546.549194
	Iteration 41Q: 3 clusters Score -152039.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -152057.734375 Penalty: 1546.549194
	Iteration 42Q: 3 clusters Score -152057.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -152071.328125 Penalty: 1546.549194
	Iteration 43Q: 3 clusters Score -152071.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -152083.937500 Penalty: 1546.549194
	Iteration 44Q: 3 clusters Score -152083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -152094.640625 Penalty: 1546.549194
	Iteration 45Q: 3 clusters Score -152094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -152105.593750 Penalty: 1546.549194
	Iteration 46Q: 3 clusters Score -152105.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -152116.078125 Penalty: 1546.549194
	Iteration 47Q: 3 clusters Score -152116.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -152130.171875 Penalty: 1546.549194
	Iteration 48Q: 3 clusters Score -152130.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -152157.281250 Penalty: 1546.549194
	Iteration 49Q: 3 clusters Score -152157.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -152179.812500 Penalty: 1546.549194
	Iteration 50Q: 3 clusters Score -152179.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -152211.671875 Penalty: 1546.549194
	Iteration 51Q: 3 clusters Score -152211.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -152237.875000 Penalty: 1546.549194
	Iteration 52Q: 3 clusters Score -152237.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -152257.812500 Penalty: 1546.549194
	Iteration 53Q: 3 clusters Score -152257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -152270.890625 Penalty: 1546.549194
	Iteration 54Q: 3 clusters Score -152270.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -152301.156250 Penalty: 1546.549194
	Iteration 55Q: 3 clusters Score -152301.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -152330.906250 Penalty: 1546.549194
	Iteration 56Q: 3 clusters Score -152330.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -152423.218750 Penalty: 1546.549194
	Iteration 57Q: 3 clusters Score -152423.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -152540.921875 Penalty: 1546.549194
	Iteration 58Q: 3 clusters Score -152540.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -152652.578125 Penalty: 1546.549194
	Iteration 59Q: 3 clusters Score -152652.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -152726.718750 Penalty: 1546.549194
	Iteration 60F: 3 clusters Score -152726.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -152788.203125 Penalty: 1546.549194
	Iteration 61Q: 3 clusters Score -152788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -152827.000000 Penalty: 1546.549194
	Iteration 62Q: 3 clusters Score -152827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -152865.781250 Penalty: 1546.549194
	Iteration 63Q: 3 clusters Score -152865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -152940.187500 Penalty: 1546.549194
	Iteration 64Q: 3 clusters Score -152940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -152958.546875 Penalty: 1546.549194
	Iteration 65Q: 3 clusters Score -152958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -152965.781250 Penalty: 1546.549194
	Iteration 66Q: 3 clusters Score -152965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -152975.281250 Penalty: 1546.549194
	Iteration 67Q: 3 clusters Score -152975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -152978.500000 Penalty: 1546.549194
	Iteration 68Q: 3 clusters Score -152978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -153001.843750 Penalty: 1546.549194
	Iteration 69Q: 3 clusters Score -153001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -153036.375000 Penalty: 1546.549194
	Iteration 70Q: 3 clusters Score -153036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -153057.890625 Penalty: 1546.549194
	Iteration 71Q: 3 clusters Score -153057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -153065.281250 Penalty: 1546.549194
	Iteration 72Q: 3 clusters Score -153065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -153065.281250 Penalty: 1546.549194
	Iteration 73F: 3 clusters Score -153065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 22782 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31645 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 24719 members 
Mstep: Class 16 contains 12946 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 32348 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 291812 members 
Mstep: Class 25 contains 78289 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134865 members 
Mstep: Class 28 contains 3209 members 
Entering Unmasked Estep 
Score: -38630424.000000 Penalty: 35938.746094
Splitting cluster 11 changes total score from -38630288.000000 to -38630424.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (14640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Entering Unmasked Estep 
Score: -838792.000000 Penalty: 911.193726
	Iteration 0F: 2 clusters Score -838792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -829016.500000 Penalty: 1822.387451
	Iteration 0F: 3 clusters Score -829016.5 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -832646.500000 Penalty: 1822.387451
	Iteration 1F: 3 clusters Score -832646.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -832893.937500 Penalty: 1822.387451
	Iteration 2Q: 3 clusters Score -832893.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -833119.562500 Penalty: 1822.387451
	Iteration 3Q: 3 clusters Score -833119.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -833315.562500 Penalty: 1822.387451
	Iteration 4Q: 3 clusters Score -833315.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -833487.312500 Penalty: 1822.387451
	Iteration 5Q: 3 clusters Score -833487.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -833654.312500 Penalty: 1822.387451
	Iteration 6Q: 3 clusters Score -833654.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -833847.625000 Penalty: 1822.387451
	Iteration 7Q: 3 clusters Score -833847.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -834083.500000 Penalty: 1822.387451
	Iteration 8Q: 3 clusters Score -834083.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -834353.312500 Penalty: 1822.387451
	Iteration 9Q: 3 clusters Score -834353.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -834686.875000 Penalty: 1822.387451
	Iteration 10Q: 3 clusters Score -834686.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -835116.500000 Penalty: 1822.387451
	Iteration 11Q: 3 clusters Score -835116.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -835630.125000 Penalty: 1822.387451
	Iteration 12F: 3 clusters Score -835630.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -836130.375000 Penalty: 1822.387451
	Iteration 13F: 3 clusters Score -836130.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -836585.625000 Penalty: 1822.387451
	Iteration 14Q: 3 clusters Score -836585.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -836982.687500 Penalty: 1822.387451
	Iteration 15Q: 3 clusters Score -836982.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -837282.687500 Penalty: 1822.387451
	Iteration 16Q: 3 clusters Score -837282.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -837526.125000 Penalty: 1822.387451
	Iteration 17Q: 3 clusters Score -837526.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -837685.437500 Penalty: 1822.387451
	Iteration 18Q: 3 clusters Score -837685.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -837786.562500 Penalty: 1822.387451
	Iteration 19Q: 3 clusters Score -837786.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -837856.562500 Penalty: 1822.387451
	Iteration 20F: 3 clusters Score -837856.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -837892.500000 Penalty: 1822.387451
	Iteration 21Q: 3 clusters Score -837892.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -837920.750000 Penalty: 1822.387451
	Iteration 22Q: 3 clusters Score -837920.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -837943.000000 Penalty: 1822.387451
	Iteration 23Q: 3 clusters Score -837943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -837968.375000 Penalty: 1822.387451
	Iteration 24Q: 3 clusters Score -837968.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -837992.875000 Penalty: 1822.387451
	Iteration 25Q: 3 clusters Score -837992.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -838010.062500 Penalty: 1822.387451
	Iteration 26Q: 3 clusters Score -838010.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -838015.750000 Penalty: 1822.387451
	Iteration 27Q: 3 clusters Score -838015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -838020.125000 Penalty: 1822.387451
	Iteration 28Q: 3 clusters Score -838020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -838023.312500 Penalty: 1822.387451
	Iteration 29Q: 3 clusters Score -838023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -838024.625000 Penalty: 1822.387451
	Iteration 30Q: 3 clusters Score -838024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -838024.625000 Penalty: 1822.387451
	Iteration 31F: 3 clusters Score -838024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -118778.695312 Penalty: 729.923340
	Iteration 0F: 2 clusters Score -118778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -117010.320312 Penalty: 1459.846680
	Iteration 0F: 3 clusters Score -117010.3 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -117603.585938 Penalty: 1459.846680
	Iteration 1F: 3 clusters Score -117603.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -117797.250000 Penalty: 1459.846680
	Iteration 2F: 3 clusters Score -117797.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -117961.570312 Penalty: 1459.846680
	Iteration 3F: 3 clusters Score -117961.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -118054.320312 Penalty: 1459.846680
	Iteration 4F: 3 clusters Score -118054.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -118136.445312 Penalty: 1459.846680
	Iteration 5Q: 3 clusters Score -118136.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -118183.664062 Penalty: 1459.846680
	Iteration 6Q: 3 clusters Score -118183.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -118223.179688 Penalty: 1459.846680
	Iteration 7Q: 3 clusters Score -118223.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -118244.359375 Penalty: 1459.846680
	Iteration 8Q: 3 clusters Score -118244.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -118256.171875 Penalty: 1459.846680
	Iteration 9Q: 3 clusters Score -118256.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -118264.960938 Penalty: 1459.846680
	Iteration 10Q: 3 clusters Score -118265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -118268.671875 Penalty: 1459.846680
	Iteration 11Q: 3 clusters Score -118268.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -118271.820312 Penalty: 1459.846680
	Iteration 12Q: 3 clusters Score -118271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -118274.851562 Penalty: 1459.846680
	Iteration 13Q: 3 clusters Score -118274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -118279.125000 Penalty: 1459.846680
	Iteration 14Q: 3 clusters Score -118279.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -118282.062500 Penalty: 1459.846680
	Iteration 15Q: 3 clusters Score -118282.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -118284.343750 Penalty: 1459.846680
	Iteration 16Q: 3 clusters Score -118284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -118285.390625 Penalty: 1459.846680
	Iteration 17Q: 3 clusters Score -118285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -118286.093750 Penalty: 1459.846680
	Iteration 18Q: 3 clusters Score -118286.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -118286.093750 Penalty: 1459.846680
	Iteration 19F: 3 clusters Score -118286.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -193625.593750 Penalty: 788.053345
	Iteration 0F: 2 clusters Score -193625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -190700.359375 Penalty: 1576.106689
	Iteration 0F: 3 clusters Score -190700.4 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -191675.937500 Penalty: 1576.106689
	Iteration 1F: 3 clusters Score -191675.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -191907.828125 Penalty: 1576.106689
	Iteration 2F: 3 clusters Score -191907.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -192141.750000 Penalty: 1576.106689
	Iteration 3F: 3 clusters Score -192141.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -192406.562500 Penalty: 1576.106689
	Iteration 4F: 3 clusters Score -192406.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -192680.687500 Penalty: 1576.106689
	Iteration 5F: 3 clusters Score -192680.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -192979.406250 Penalty: 1576.106689
	Iteration 6F: 3 clusters Score -192979.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -193230.062500 Penalty: 1576.106689
	Iteration 7F: 3 clusters Score -193230.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -193374.203125 Penalty: 1576.106689
	Iteration 8Q: 3 clusters Score -193374.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -193474.953125 Penalty: 1576.106689
	Iteration 9Q: 3 clusters Score -193475 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -193528.281250 Penalty: 1576.106689
	Iteration 10Q: 3 clusters Score -193528.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -193562.812500 Penalty: 1576.106689
	Iteration 11Q: 3 clusters Score -193562.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -193581.140625 Penalty: 1576.106689
	Iteration 12Q: 3 clusters Score -193581.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -193590.593750 Penalty: 1576.106689
	Iteration 13Q: 3 clusters Score -193590.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -193595.218750 Penalty: 1576.106689
	Iteration 14Q: 3 clusters Score -193595.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -193598.453125 Penalty: 1576.106689
	Iteration 15Q: 3 clusters Score -193598.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -193601.656250 Penalty: 1576.106689
	Iteration 16Q: 3 clusters Score -193601.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -193603.000000 Penalty: 1576.106689
	Iteration 17Q: 3 clusters Score -193603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -193603.890625 Penalty: 1576.106689
	Iteration 18Q: 3 clusters Score -193603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -193604.531250 Penalty: 1576.106689
	Iteration 19Q: 3 clusters Score -193604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -193604.531250 Penalty: 1576.106689
	Iteration 20F: 3 clusters Score -193604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Entering Unmasked Estep 
Score: -1332346.875000 Penalty: 960.956116
	Iteration 0F: 2 clusters Score -1332347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1315846.750000 Penalty: 1921.912231
	Iteration 0F: 3 clusters Score -1315847 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1322738.375000 Penalty: 1921.912231
	Iteration 1F: 3 clusters Score -1322738 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1323667.625000 Penalty: 1921.912231
	Iteration 2F: 3 clusters Score -1323668 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1324788.125000 Penalty: 1921.912231
	Iteration 3F: 3 clusters Score -1324788 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1326142.125000 Penalty: 1921.912231
	Iteration 4F: 3 clusters Score -1326142 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -1327778.625000 Penalty: 1921.912231
	Iteration 5F: 3 clusters Score -1327779 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -1329393.500000 Penalty: 1921.912231
	Iteration 6F: 3 clusters Score -1329394 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -1330654.500000 Penalty: 1921.912231
	Iteration 7Q: 3 clusters Score -1330654 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1331289.750000 Penalty: 1921.912231
	Iteration 8Q: 3 clusters Score -1331290 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -1331546.750000 Penalty: 1921.912231
	Iteration 9Q: 3 clusters Score -1331547 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -1331656.375000 Penalty: 1921.912231
	Iteration 10Q: 3 clusters Score -1331656 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -1331704.125000 Penalty: 1921.912231
	Iteration 11Q: 3 clusters Score -1331704 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -1331729.625000 Penalty: 1921.912231
	Iteration 12Q: 3 clusters Score -1331730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -1331739.875000 Penalty: 1921.912231
	Iteration 13Q: 3 clusters Score -1331740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1331747.875000 Penalty: 1921.912231
	Iteration 14Q: 3 clusters Score -1331748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -1331753.000000 Penalty: 1921.912231
	Iteration 15Q: 3 clusters Score -1331753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -1331761.500000 Penalty: 1921.912231
	Iteration 16Q: 3 clusters Score -1331762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -1331761.625000 Penalty: 1921.912231
	Iteration 17Q: 3 clusters Score -1331762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -1331762.875000 Penalty: 1921.912231
	Iteration 18Q: 3 clusters Score -1331763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -1331764.375000 Penalty: 1921.912231
	Iteration 19Q: 3 clusters Score -1331764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -1331764.125000 Penalty: 1921.912231
	Iteration 20F: 3 clusters Score -1331764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -1331763.875000 Penalty: 1921.912231
	Iteration 21Q: 3 clusters Score -1331764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -1331762.625000 Penalty: 1921.912231
	Iteration 22Q: 3 clusters Score -1331763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -1331765.750000 Penalty: 1921.912231
	Iteration 23Q: 3 clusters Score -1331766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -1331770.500000 Penalty: 1921.912231
	Iteration 24Q: 3 clusters Score -1331770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -1331773.250000 Penalty: 1921.912231
	Iteration 25Q: 3 clusters Score -1331773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -1331779.625000 Penalty: 1921.912231
	Iteration 26Q: 3 clusters Score -1331780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -1331778.500000 Penalty: 1921.912231
	Iteration 27Q: 3 clusters Score -1331778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -1331781.250000 Penalty: 1921.912231
	Iteration 28Q: 3 clusters Score -1331781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -1331786.750000 Penalty: 1921.912231
	Iteration 29Q: 3 clusters Score -1331787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -1331786.500000 Penalty: 1921.912231
	Iteration 30Q: 3 clusters Score -1331786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -1331786.125000 Penalty: 1921.912231
	Iteration 31Q: 3 clusters Score -1331786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -1331788.500000 Penalty: 1921.912231
	Iteration 32Q: 3 clusters Score -1331788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -1331792.000000 Penalty: 1921.912231
	Iteration 33Q: 3 clusters Score -1331792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -1331790.875000 Penalty: 1921.912231
	Iteration 34Q: 3 clusters Score -1331791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -1331792.375000 Penalty: 1921.912231
	Iteration 35Q: 3 clusters Score -1331792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -1331792.375000 Penalty: 1921.912231
	Iteration 36Q: 3 clusters Score -1331792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -1331791.625000 Penalty: 1921.912231
	Iteration 37Q: 3 clusters Score -1331792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -1331791.375000 Penalty: 1921.912231
	Iteration 38Q: 3 clusters Score -1331791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1331791.875000 Penalty: 1921.912231
	Iteration 39Q: 3 clusters Score -1331792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -1331792.125000 Penalty: 1921.912231
	Iteration 40F: 3 clusters Score -1331792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -1331790.125000 Penalty: 1921.912231
	Iteration 41Q: 3 clusters Score -1331790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -1331791.250000 Penalty: 1921.912231
	Iteration 42Q: 3 clusters Score -1331791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -1331794.125000 Penalty: 1921.912231
	Iteration 43Q: 3 clusters Score -1331794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -1331791.750000 Penalty: 1921.912231
	Iteration 44Q: 3 clusters Score -1331792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -1331792.625000 Penalty: 1921.912231
	Iteration 45Q: 3 clusters Score -1331793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1331791.500000 Penalty: 1921.912231
	Iteration 46Q: 3 clusters Score -1331792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1331791.500000 Penalty: 1921.912231
	Iteration 47F: 3 clusters Score -1331792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Entering Unmasked Estep 
Score: -616556.375000 Penalty: 899.511475
	Iteration 0F: 2 clusters Score -616556.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -607852.687500 Penalty: 1799.022949
	Iteration 0F: 3 clusters Score -607852.7 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -611079.875000 Penalty: 1799.022949
	Iteration 1F: 3 clusters Score -611079.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -611433.000000 Penalty: 1799.022949
	Iteration 2F: 3 clusters Score -611433 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -611865.500000 Penalty: 1799.022949
	Iteration 3F: 3 clusters Score -611865.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -612359.750000 Penalty: 1799.022949
	Iteration 4F: 3 clusters Score -612359.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -612787.187500 Penalty: 1799.022949
	Iteration 5F: 3 clusters Score -612787.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -613158.250000 Penalty: 1799.022949
	Iteration 6F: 3 clusters Score -613158.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -613484.687500 Penalty: 1799.022949
	Iteration 7Q: 3 clusters Score -613484.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -613783.750000 Penalty: 1799.022949
	Iteration 8Q: 3 clusters Score -613783.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -614064.937500 Penalty: 1799.022949
	Iteration 9Q: 3 clusters Score -614064.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -614379.062500 Penalty: 1799.022949
	Iteration 10Q: 3 clusters Score -614379.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -614702.937500 Penalty: 1799.022949
	Iteration 11Q: 3 clusters Score -614702.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -615024.625000 Penalty: 1799.022949
	Iteration 12Q: 3 clusters Score -615024.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -615276.687500 Penalty: 1799.022949
	Iteration 13Q: 3 clusters Score -615276.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -615492.375000 Penalty: 1799.022949
	Iteration 14Q: 3 clusters Score -615492.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -615639.500000 Penalty: 1799.022949
	Iteration 15Q: 3 clusters Score -615639.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -615738.125000 Penalty: 1799.022949
	Iteration 16Q: 3 clusters Score -615738.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -615810.000000 Penalty: 1799.022949
	Iteration 17Q: 3 clusters Score -615810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -615858.625000 Penalty: 1799.022949
	Iteration 18Q: 3 clusters Score -615858.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -615905.500000 Penalty: 1799.022949
	Iteration 19Q: 3 clusters Score -615905.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -615933.312500 Penalty: 1799.022949
	Iteration 20F: 3 clusters Score -615933.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -615949.062500 Penalty: 1799.022949
	Iteration 21Q: 3 clusters Score -615949.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -615958.562500 Penalty: 1799.022949
	Iteration 22Q: 3 clusters Score -615958.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -615972.062500 Penalty: 1799.022949
	Iteration 23Q: 3 clusters Score -615972.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -615978.187500 Penalty: 1799.022949
	Iteration 24Q: 3 clusters Score -615978.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -615983.625000 Penalty: 1799.022949
	Iteration 25Q: 3 clusters Score -615983.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -615988.750000 Penalty: 1799.022949
	Iteration 26Q: 3 clusters Score -615988.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -615996.062500 Penalty: 1799.022949
	Iteration 27Q: 3 clusters Score -615996.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -615999.062500 Penalty: 1799.022949
	Iteration 28Q: 3 clusters Score -615999.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -616002.250000 Penalty: 1799.022949
	Iteration 29Q: 3 clusters Score -616002.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -616006.875000 Penalty: 1799.022949
	Iteration 30Q: 3 clusters Score -616006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -616006.750000 Penalty: 1799.022949
	Iteration 31Q: 3 clusters Score -616006.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -616010.687500 Penalty: 1799.022949
	Iteration 32Q: 3 clusters Score -616010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -616012.937500 Penalty: 1799.022949
	Iteration 33Q: 3 clusters Score -616012.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -616015.312500 Penalty: 1799.022949
	Iteration 34Q: 3 clusters Score -616015.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -616016.062500 Penalty: 1799.022949
	Iteration 35Q: 3 clusters Score -616016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -616016.875000 Penalty: 1799.022949
	Iteration 36Q: 3 clusters Score -616016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -616018.625000 Penalty: 1799.022949
	Iteration 37Q: 3 clusters Score -616018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -616019.312500 Penalty: 1799.022949
	Iteration 38Q: 3 clusters Score -616019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -616019.937500 Penalty: 1799.022949
	Iteration 39Q: 3 clusters Score -616019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -616018.125000 Penalty: 1799.022949
	Iteration 40F: 3 clusters Score -616018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -279321.812500 Penalty: 817.529114
	Iteration 0F: 2 clusters Score -279321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -275390.718750 Penalty: 1635.058228
	Iteration 0F: 3 clusters Score -275390.7 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -276670.343750 Penalty: 1635.058228
	Iteration 1F: 3 clusters Score -276670.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -276833.062500 Penalty: 1635.058228
	Iteration 2F: 3 clusters Score -276833.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -277011.468750 Penalty: 1635.058228
	Iteration 3F: 3 clusters Score -277011.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -277154.562500 Penalty: 1635.058228
	Iteration 4F: 3 clusters Score -277154.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -277281.875000 Penalty: 1635.058228
	Iteration 5Q: 3 clusters Score -277281.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -277404.062500 Penalty: 1635.058228
	Iteration 6Q: 3 clusters Score -277404.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -277525.281250 Penalty: 1635.058228
	Iteration 7Q: 3 clusters Score -277525.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -277646.062500 Penalty: 1635.058228
	Iteration 8Q: 3 clusters Score -277646.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -277760.656250 Penalty: 1635.058228
	Iteration 9Q: 3 clusters Score -277760.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -277858.281250 Penalty: 1635.058228
	Iteration 10Q: 3 clusters Score -277858.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -277939.500000 Penalty: 1635.058228
	Iteration 11Q: 3 clusters Score -277939.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -278018.812500 Penalty: 1635.058228
	Iteration 12Q: 3 clusters Score -278018.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -278061.687500 Penalty: 1635.058228
	Iteration 13Q: 3 clusters Score -278061.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -278089.937500 Penalty: 1635.058228
	Iteration 14Q: 3 clusters Score -278089.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -278118.437500 Penalty: 1635.058228
	Iteration 15Q: 3 clusters Score -278118.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -278136.000000 Penalty: 1635.058228
	Iteration 16Q: 3 clusters Score -278136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -278146.937500 Penalty: 1635.058228
	Iteration 17Q: 3 clusters Score -278146.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -278151.531250 Penalty: 1635.058228
	Iteration 18Q: 3 clusters Score -278151.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -278154.906250 Penalty: 1635.058228
	Iteration 19Q: 3 clusters Score -278154.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -278158.968750 Penalty: 1635.058228
	Iteration 20F: 3 clusters Score -278159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -278160.062500 Penalty: 1635.058228
	Iteration 21Q: 3 clusters Score -278160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -278161.187500 Penalty: 1635.058228
	Iteration 22Q: 3 clusters Score -278161.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -278162.375000 Penalty: 1635.058228
	Iteration 23Q: 3 clusters Score -278162.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -278164.000000 Penalty: 1635.058228
	Iteration 24Q: 3 clusters Score -278164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -278167.031250 Penalty: 1635.058228
	Iteration 25Q: 3 clusters Score -278167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -278170.218750 Penalty: 1635.058228
	Iteration 26Q: 3 clusters Score -278170.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -278172.781250 Penalty: 1635.058228
	Iteration 27Q: 3 clusters Score -278172.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -278176.000000 Penalty: 1635.058228
	Iteration 28Q: 3 clusters Score -278176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -278180.593750 Penalty: 1635.058228
	Iteration 29Q: 3 clusters Score -278180.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -278184.125000 Penalty: 1635.058228
	Iteration 30Q: 3 clusters Score -278184.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -278186.218750 Penalty: 1635.058228
	Iteration 31Q: 3 clusters Score -278186.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -278190.281250 Penalty: 1635.058228
	Iteration 32Q: 3 clusters Score -278190.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -278193.156250 Penalty: 1635.058228
	Iteration 33Q: 3 clusters Score -278193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -278195.312500 Penalty: 1635.058228
	Iteration 34Q: 3 clusters Score -278195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -278195.562500 Penalty: 1635.058228
	Iteration 35Q: 3 clusters Score -278195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -278197.281250 Penalty: 1635.058228
	Iteration 36Q: 3 clusters Score -278197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -278198.156250 Penalty: 1635.058228
	Iteration 37Q: 3 clusters Score -278198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -278199.156250 Penalty: 1635.058228
	Iteration 38Q: 3 clusters Score -278199.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -278200.750000 Penalty: 1635.058228
	Iteration 39Q: 3 clusters Score -278200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -278200.843750 Penalty: 1635.058228
	Iteration 40F: 3 clusters Score -278200.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -278201.875000 Penalty: 1635.058228
	Iteration 41Q: 3 clusters Score -278201.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -278202.968750 Penalty: 1635.058228
	Iteration 42Q: 3 clusters Score -278203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -278203.781250 Penalty: 1635.058228
	Iteration 43Q: 3 clusters Score -278203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -278204.281250 Penalty: 1635.058228
	Iteration 44Q: 3 clusters Score -278204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -278204.875000 Penalty: 1635.058228
	Iteration 45Q: 3 clusters Score -278204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -278205.281250 Penalty: 1635.058228
	Iteration 46Q: 3 clusters Score -278205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -278205.062500 Penalty: 1635.058228
	Iteration 47Q: 3 clusters Score -278205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -278205.031250 Penalty: 1635.058228
	Iteration 48Q: 3 clusters Score -278205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -278205.250000 Penalty: 1635.058228
	Iteration 49Q: 3 clusters Score -278205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -278205.656250 Penalty: 1635.058228
	Iteration 50Q: 3 clusters Score -278205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -278205.687500 Penalty: 1635.058228
	Iteration 51Q: 3 clusters Score -278205.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -278206.562500 Penalty: 1635.058228
	Iteration 52Q: 3 clusters Score -278206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -278207.500000 Penalty: 1635.058228
	Iteration 53Q: 3 clusters Score -278207.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -278208.000000 Penalty: 1635.058228
	Iteration 54Q: 3 clusters Score -278208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -278209.156250 Penalty: 1635.058228
	Iteration 55Q: 3 clusters Score -278209.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -278210.281250 Penalty: 1635.058228
	Iteration 56Q: 3 clusters Score -278210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -278210.781250 Penalty: 1635.058228
	Iteration 57Q: 3 clusters Score -278210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -278212.500000 Penalty: 1635.058228
	Iteration 58Q: 3 clusters Score -278212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -278212.656250 Penalty: 1635.058228
	Iteration 59Q: 3 clusters Score -278212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -278212.968750 Penalty: 1635.058228
	Iteration 60F: 3 clusters Score -278213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Entering Unmasked Estep 
Score: -2010460.875000 Penalty: 986.509277
	Iteration 0F: 2 clusters Score -2010461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1988813.125000 Penalty: 1973.018555
	Iteration 0F: 3 clusters Score -1988813 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1997393.750000 Penalty: 1973.018555
	Iteration 1F: 3 clusters Score -1997394 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1997849.375000 Penalty: 1973.018555
	Iteration 2Q: 3 clusters Score -1997849 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1998574.625000 Penalty: 1973.018555
	Iteration 3Q: 3 clusters Score -1998575 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1999776.625000 Penalty: 1973.018555
	Iteration 4F: 3 clusters Score -1999777 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2001816.875000 Penalty: 1973.018555
	Iteration 5F: 3 clusters Score -2001817 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2004441.625000 Penalty: 1973.018555
	Iteration 6F: 3 clusters Score -2004442 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2006794.250000 Penalty: 1973.018555
	Iteration 7F: 3 clusters Score -2006794 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2008271.250000 Penalty: 1973.018555
	Iteration 8Q: 3 clusters Score -2008271 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2009026.500000 Penalty: 1973.018555
	Iteration 9Q: 3 clusters Score -2009026 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2009322.500000 Penalty: 1973.018555
	Iteration 10Q: 3 clusters Score -2009322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2009444.750000 Penalty: 1973.018555
	Iteration 11Q: 3 clusters Score -2009445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2009498.250000 Penalty: 1973.018555
	Iteration 12Q: 3 clusters Score -2009498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2009541.875000 Penalty: 1973.018555
	Iteration 13Q: 3 clusters Score -2009542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2009563.250000 Penalty: 1973.018555
	Iteration 14Q: 3 clusters Score -2009563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2009572.250000 Penalty: 1973.018555
	Iteration 15Q: 3 clusters Score -2009572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2009580.375000 Penalty: 1973.018555
	Iteration 16Q: 3 clusters Score -2009580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2009584.875000 Penalty: 1973.018555
	Iteration 17Q: 3 clusters Score -2009585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2009584.375000 Penalty: 1973.018555
	Iteration 18Q: 3 clusters Score -2009584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2009584.375000 Penalty: 1973.018555
	Iteration 19F: 3 clusters Score -2009584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Entering Unmasked Estep 
Score: -382079.375000 Penalty: 856.048340
	Iteration 0F: 2 clusters Score -382079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -376551.468750 Penalty: 1712.096680
	Iteration 0F: 3 clusters Score -376551.5 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -378587.187500 Penalty: 1712.096680
	Iteration 1F: 3 clusters Score -378587.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -378919.593750 Penalty: 1712.096680
	Iteration 2F: 3 clusters Score -378919.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -379202.031250 Penalty: 1712.096680
	Iteration 3F: 3 clusters Score -379202 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -379500.062500 Penalty: 1712.096680
	Iteration 4F: 3 clusters Score -379500.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -379761.093750 Penalty: 1712.096680
	Iteration 5F: 3 clusters Score -379761.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -379984.437500 Penalty: 1712.096680
	Iteration 6F: 3 clusters Score -379984.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -380131.562500 Penalty: 1712.096680
	Iteration 7Q: 3 clusters Score -380131.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -380221.781250 Penalty: 1712.096680
	Iteration 8Q: 3 clusters Score -380221.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -380293.500000 Penalty: 1712.096680
	Iteration 9Q: 3 clusters Score -380293.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -380362.812500 Penalty: 1712.096680
	Iteration 10Q: 3 clusters Score -380362.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -380427.468750 Penalty: 1712.096680
	Iteration 11Q: 3 clusters Score -380427.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -380492.500000 Penalty: 1712.096680
	Iteration 12Q: 3 clusters Score -380492.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -380564.968750 Penalty: 1712.096680
	Iteration 13Q: 3 clusters Score -380565 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -380652.562500 Penalty: 1712.096680
	Iteration 14Q: 3 clusters Score -380652.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -380748.656250 Penalty: 1712.096680
	Iteration 15Q: 3 clusters Score -380748.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -380855.093750 Penalty: 1712.096680
	Iteration 16Q: 3 clusters Score -380855.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -380979.687500 Penalty: 1712.096680
	Iteration 17Q: 3 clusters Score -380979.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -381096.625000 Penalty: 1712.096680
	Iteration 18Q: 3 clusters Score -381096.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -381221.500000 Penalty: 1712.096680
	Iteration 19Q: 3 clusters Score -381221.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -381325.375000 Penalty: 1712.096680
	Iteration 20F: 3 clusters Score -381325.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -381413.187500 Penalty: 1712.096680
	Iteration 21Q: 3 clusters Score -381413.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -381479.718750 Penalty: 1712.096680
	Iteration 22Q: 3 clusters Score -381479.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -381524.250000 Penalty: 1712.096680
	Iteration 23Q: 3 clusters Score -381524.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -381563.187500 Penalty: 1712.096680
	Iteration 24Q: 3 clusters Score -381563.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -381599.750000 Penalty: 1712.096680
	Iteration 25Q: 3 clusters Score -381599.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -381625.375000 Penalty: 1712.096680
	Iteration 26Q: 3 clusters Score -381625.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -381642.968750 Penalty: 1712.096680
	Iteration 27Q: 3 clusters Score -381643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -381654.156250 Penalty: 1712.096680
	Iteration 28Q: 3 clusters Score -381654.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -381664.468750 Penalty: 1712.096680
	Iteration 29Q: 3 clusters Score -381664.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -381673.125000 Penalty: 1712.096680
	Iteration 30Q: 3 clusters Score -381673.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -381677.687500 Penalty: 1712.096680
	Iteration 31Q: 3 clusters Score -381677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -381678.406250 Penalty: 1712.096680
	Iteration 32Q: 3 clusters Score -381678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -381680.031250 Penalty: 1712.096680
	Iteration 33Q: 3 clusters Score -381680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -381680.437500 Penalty: 1712.096680
	Iteration 34Q: 3 clusters Score -381680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -381680.218750 Penalty: 1712.096680
	Iteration 35Q: 3 clusters Score -381680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -381681.250000 Penalty: 1712.096680
	Iteration 36Q: 3 clusters Score -381681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -381681.250000 Penalty: 1712.096680
	Iteration 37F: 3 clusters Score -381681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -166143.671875 Penalty: 757.874390
	Iteration 0F: 2 clusters Score -166143.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -163874.515625 Penalty: 1515.748779
	Iteration 0F: 3 clusters Score -163874.5 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -164530.328125 Penalty: 1515.748779
	Iteration 1F: 3 clusters Score -164530.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -164639.218750 Penalty: 1515.748779
	Iteration 2F: 3 clusters Score -164639.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -164710.453125 Penalty: 1515.748779
	Iteration 3Q: 3 clusters Score -164710.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -164775.046875 Penalty: 1515.748779
	Iteration 4Q: 3 clusters Score -164775 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -164828.531250 Penalty: 1515.748779
	Iteration 5Q: 3 clusters Score -164828.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -164889.468750 Penalty: 1515.748779
	Iteration 6Q: 3 clusters Score -164889.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -164934.406250 Penalty: 1515.748779
	Iteration 7Q: 3 clusters Score -164934.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -164990.421875 Penalty: 1515.748779
	Iteration 8Q: 3 clusters Score -164990.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -165058.953125 Penalty: 1515.748779
	Iteration 9Q: 3 clusters Score -165059 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -165133.453125 Penalty: 1515.748779
	Iteration 10Q: 3 clusters Score -165133.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -165182.125000 Penalty: 1515.748779
	Iteration 11Q: 3 clusters Score -165182.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -165221.281250 Penalty: 1515.748779
	Iteration 12Q: 3 clusters Score -165221.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -165254.156250 Penalty: 1515.748779
	Iteration 13Q: 3 clusters Score -165254.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -165280.625000 Penalty: 1515.748779
	Iteration 14Q: 3 clusters Score -165280.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -165303.375000 Penalty: 1515.748779
	Iteration 15Q: 3 clusters Score -165303.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -165316.406250 Penalty: 1515.748779
	Iteration 16Q: 3 clusters Score -165316.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -165331.359375 Penalty: 1515.748779
	Iteration 17Q: 3 clusters Score -165331.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -165352.562500 Penalty: 1515.748779
	Iteration 18Q: 3 clusters Score -165352.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -165382.890625 Penalty: 1515.748779
	Iteration 19Q: 3 clusters Score -165382.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -165405.218750 Penalty: 1515.748779
	Iteration 20F: 3 clusters Score -165405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -165413.375000 Penalty: 1515.748779
	Iteration 21Q: 3 clusters Score -165413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -165420.156250 Penalty: 1515.748779
	Iteration 22Q: 3 clusters Score -165420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -165427.687500 Penalty: 1515.748779
	Iteration 23Q: 3 clusters Score -165427.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -165441.546875 Penalty: 1515.748779
	Iteration 24Q: 3 clusters Score -165441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -165452.421875 Penalty: 1515.748779
	Iteration 25Q: 3 clusters Score -165452.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -165461.703125 Penalty: 1515.748779
	Iteration 26Q: 3 clusters Score -165461.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -165466.218750 Penalty: 1515.748779
	Iteration 27Q: 3 clusters Score -165466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -165474.640625 Penalty: 1515.748779
	Iteration 28Q: 3 clusters Score -165474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -165486.656250 Penalty: 1515.748779
	Iteration 29Q: 3 clusters Score -165486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -165489.437500 Penalty: 1515.748779
	Iteration 30Q: 3 clusters Score -165489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -165489.593750 Penalty: 1515.748779
	Iteration 31Q: 3 clusters Score -165489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -165490.531250 Penalty: 1515.748779
	Iteration 32Q: 3 clusters Score -165490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -165491.156250 Penalty: 1515.748779
	Iteration 33Q: 3 clusters Score -165491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -165491.187500 Penalty: 1515.748779
	Iteration 34Q: 3 clusters Score -165491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -165491.187500 Penalty: 1515.748779
	Iteration 35F: 3 clusters Score -165491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -138875.562500 Penalty: 747.991760
	Iteration 0F: 2 clusters Score -138875.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -136860.671875 Penalty: 1495.983521
	Iteration 0F: 3 clusters Score -136860.7 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -137475.968750 Penalty: 1495.983521
	Iteration 1F: 3 clusters Score -137476 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -137612.187500 Penalty: 1495.983521
	Iteration 2F: 3 clusters Score -137612.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -137714.296875 Penalty: 1495.983521
	Iteration 3F: 3 clusters Score -137714.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -137810.703125 Penalty: 1495.983521
	Iteration 4F: 3 clusters Score -137810.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -137912.359375 Penalty: 1495.983521
	Iteration 5F: 3 clusters Score -137912.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -137996.312500 Penalty: 1495.983521
	Iteration 6Q: 3 clusters Score -137996.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -138058.781250 Penalty: 1495.983521
	Iteration 7Q: 3 clusters Score -138058.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -138103.531250 Penalty: 1495.983521
	Iteration 8Q: 3 clusters Score -138103.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -138134.031250 Penalty: 1495.983521
	Iteration 9Q: 3 clusters Score -138134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -138152.062500 Penalty: 1495.983521
	Iteration 10Q: 3 clusters Score -138152.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -138167.703125 Penalty: 1495.983521
	Iteration 11Q: 3 clusters Score -138167.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -138179.375000 Penalty: 1495.983521
	Iteration 12Q: 3 clusters Score -138179.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -138186.859375 Penalty: 1495.983521
	Iteration 13Q: 3 clusters Score -138186.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -138191.640625 Penalty: 1495.983521
	Iteration 14Q: 3 clusters Score -138191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -138193.953125 Penalty: 1495.983521
	Iteration 15Q: 3 clusters Score -138194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -138195.140625 Penalty: 1495.983521
	Iteration 16Q: 3 clusters Score -138195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -138196.171875 Penalty: 1495.983521
	Iteration 17Q: 3 clusters Score -138196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -138197.203125 Penalty: 1495.983521
	Iteration 18Q: 3 clusters Score -138197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -138198.328125 Penalty: 1495.983521
	Iteration 19Q: 3 clusters Score -138198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -138199.390625 Penalty: 1495.983521
	Iteration 20F: 3 clusters Score -138199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -138200.968750 Penalty: 1495.983521
	Iteration 21Q: 3 clusters Score -138201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -138202.015625 Penalty: 1495.983521
	Iteration 22Q: 3 clusters Score -138202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -138202.484375 Penalty: 1495.983521
	Iteration 23Q: 3 clusters Score -138202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -138202.812500 Penalty: 1495.983521
	Iteration 24Q: 3 clusters Score -138202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -138203.390625 Penalty: 1495.983521
	Iteration 25Q: 3 clusters Score -138203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -138203.828125 Penalty: 1495.983521
	Iteration 26Q: 3 clusters Score -138203.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -138203.828125 Penalty: 1495.983521
	Iteration 27F: 3 clusters Score -138203.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -158897.265625 Penalty: 758.037170
	Iteration 0F: 2 clusters Score -158897.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -156597.625000 Penalty: 1516.074341
	Iteration 0F: 3 clusters Score -156597.6 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -157260.968750 Penalty: 1516.074341
	Iteration 1F: 3 clusters Score -157261 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -157367.734375 Penalty: 1516.074341
	Iteration 2F: 3 clusters Score -157367.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -157464.562500 Penalty: 1516.074341
	Iteration 3F: 3 clusters Score -157464.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -157559.250000 Penalty: 1516.074341
	Iteration 4F: 3 clusters Score -157559.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -157662.796875 Penalty: 1516.074341
	Iteration 5Q: 3 clusters Score -157662.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -157783.875000 Penalty: 1516.074341
	Iteration 6F: 3 clusters Score -157783.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -157906.000000 Penalty: 1516.074341
	Iteration 7F: 3 clusters Score -157906 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158004.562500 Penalty: 1516.074341
	Iteration 8Q: 3 clusters Score -158004.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158076.921875 Penalty: 1516.074341
	Iteration 9Q: 3 clusters Score -158076.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -158138.468750 Penalty: 1516.074341
	Iteration 10Q: 3 clusters Score -158138.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -158199.375000 Penalty: 1516.074341
	Iteration 11Q: 3 clusters Score -158199.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -158242.828125 Penalty: 1516.074341
	Iteration 12Q: 3 clusters Score -158242.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -158286.140625 Penalty: 1516.074341
	Iteration 13Q: 3 clusters Score -158286.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -158312.953125 Penalty: 1516.074341
	Iteration 14Q: 3 clusters Score -158313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -158332.984375 Penalty: 1516.074341
	Iteration 15Q: 3 clusters Score -158333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -158358.906250 Penalty: 1516.074341
	Iteration 16Q: 3 clusters Score -158358.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -158387.640625 Penalty: 1516.074341
	Iteration 17Q: 3 clusters Score -158387.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158401.031250 Penalty: 1516.074341
	Iteration 18Q: 3 clusters Score -158401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158407.671875 Penalty: 1516.074341
	Iteration 19Q: 3 clusters Score -158407.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158409.765625 Penalty: 1516.074341
	Iteration 20F: 3 clusters Score -158409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158411.359375 Penalty: 1516.074341
	Iteration 21Q: 3 clusters Score -158411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158412.000000 Penalty: 1516.074341
	Iteration 22Q: 3 clusters Score -158412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158412.437500 Penalty: 1516.074341
	Iteration 23Q: 3 clusters Score -158412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158412.515625 Penalty: 1516.074341
	Iteration 24Q: 3 clusters Score -158412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158412.515625 Penalty: 1516.074341
	Iteration 25F: 3 clusters Score -158412.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Entering Unmasked Estep 
Score: -270764.531250 Penalty: 797.161743
	Iteration 0F: 2 clusters Score -270764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -267510.812500 Penalty: 1594.323486
	Iteration 0F: 3 clusters Score -267510.8 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -268490.281250 Penalty: 1594.323486
	Iteration 1F: 3 clusters Score -268490.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -268604.781250 Penalty: 1594.323486
	Iteration 2F: 3 clusters Score -268604.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -268679.218750 Penalty: 1594.323486
	Iteration 3Q: 3 clusters Score -268679.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -268731.968750 Penalty: 1594.323486
	Iteration 4Q: 3 clusters Score -268732 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -268769.187500 Penalty: 1594.323486
	Iteration 5Q: 3 clusters Score -268769.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -268810.812500 Penalty: 1594.323486
	Iteration 6Q: 3 clusters Score -268810.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -268865.875000 Penalty: 1594.323486
	Iteration 7Q: 3 clusters Score -268865.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -268932.093750 Penalty: 1594.323486
	Iteration 8Q: 3 clusters Score -268932.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -268993.281250 Penalty: 1594.323486
	Iteration 9Q: 3 clusters Score -268993.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -269061.156250 Penalty: 1594.323486
	Iteration 10Q: 3 clusters Score -269061.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -269141.437500 Penalty: 1594.323486
	Iteration 11Q: 3 clusters Score -269141.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -269248.156250 Penalty: 1594.323486
	Iteration 12Q: 3 clusters Score -269248.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -269345.375000 Penalty: 1594.323486
	Iteration 13Q: 3 clusters Score -269345.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -269414.343750 Penalty: 1594.323486
	Iteration 14Q: 3 clusters Score -269414.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -269480.906250 Penalty: 1594.323486
	Iteration 15Q: 3 clusters Score -269480.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -269536.781250 Penalty: 1594.323486
	Iteration 16Q: 3 clusters Score -269536.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -269596.500000 Penalty: 1594.323486
	Iteration 17Q: 3 clusters Score -269596.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -269639.968750 Penalty: 1594.323486
	Iteration 18Q: 3 clusters Score -269640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -269676.343750 Penalty: 1594.323486
	Iteration 19Q: 3 clusters Score -269676.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -269698.312500 Penalty: 1594.323486
	Iteration 20F: 3 clusters Score -269698.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -269717.500000 Penalty: 1594.323486
	Iteration 21Q: 3 clusters Score -269717.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -269735.593750 Penalty: 1594.323486
	Iteration 22Q: 3 clusters Score -269735.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -269751.343750 Penalty: 1594.323486
	Iteration 23Q: 3 clusters Score -269751.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -269760.062500 Penalty: 1594.323486
	Iteration 24Q: 3 clusters Score -269760.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -269771.125000 Penalty: 1594.323486
	Iteration 25Q: 3 clusters Score -269771.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -269778.968750 Penalty: 1594.323486
	Iteration 26Q: 3 clusters Score -269779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -269782.375000 Penalty: 1594.323486
	Iteration 27Q: 3 clusters Score -269782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -269786.687500 Penalty: 1594.323486
	Iteration 28Q: 3 clusters Score -269786.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -269791.968750 Penalty: 1594.323486
	Iteration 29Q: 3 clusters Score -269792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -269797.625000 Penalty: 1594.323486
	Iteration 30Q: 3 clusters Score -269797.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -269804.406250 Penalty: 1594.323486
	Iteration 31Q: 3 clusters Score -269804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -269811.125000 Penalty: 1594.323486
	Iteration 32Q: 3 clusters Score -269811.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -269816.812500 Penalty: 1594.323486
	Iteration 33Q: 3 clusters Score -269816.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -269824.218750 Penalty: 1594.323486
	Iteration 34Q: 3 clusters Score -269824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -269829.812500 Penalty: 1594.323486
	Iteration 35Q: 3 clusters Score -269829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -269831.062500 Penalty: 1594.323486
	Iteration 36Q: 3 clusters Score -269831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -269832.281250 Penalty: 1594.323486
	Iteration 37Q: 3 clusters Score -269832.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -269833.750000 Penalty: 1594.323486
	Iteration 38Q: 3 clusters Score -269833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -269833.875000 Penalty: 1594.323486
	Iteration 39Q: 3 clusters Score -269833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -269835.062500 Penalty: 1594.323486
	Iteration 40F: 3 clusters Score -269835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -269834.875000 Penalty: 1594.323486
	Iteration 41Q: 3 clusters Score -269834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -269836.343750 Penalty: 1594.323486
	Iteration 42Q: 3 clusters Score -269836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -269839.687500 Penalty: 1594.323486
	Iteration 43Q: 3 clusters Score -269839.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -269844.500000 Penalty: 1594.323486
	Iteration 44Q: 3 clusters Score -269844.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -269848.625000 Penalty: 1594.323486
	Iteration 45Q: 3 clusters Score -269848.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -269852.781250 Penalty: 1594.323486
	Iteration 46Q: 3 clusters Score -269852.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -269855.562500 Penalty: 1594.323486
	Iteration 47Q: 3 clusters Score -269855.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -269857.781250 Penalty: 1594.323486
	Iteration 48Q: 3 clusters Score -269857.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -269860.750000 Penalty: 1594.323486
	Iteration 49Q: 3 clusters Score -269860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -269862.625000 Penalty: 1594.323486
	Iteration 50Q: 3 clusters Score -269862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -269865.281250 Penalty: 1594.323486
	Iteration 51Q: 3 clusters Score -269865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -269866.062500 Penalty: 1594.323486
	Iteration 52Q: 3 clusters Score -269866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -269866.593750 Penalty: 1594.323486
	Iteration 53Q: 3 clusters Score -269866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -269868.062500 Penalty: 1594.323486
	Iteration 54Q: 3 clusters Score -269868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -269870.781250 Penalty: 1594.323486
	Iteration 55Q: 3 clusters Score -269870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -269872.906250 Penalty: 1594.323486
	Iteration 56Q: 3 clusters Score -269872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -269873.718750 Penalty: 1594.323486
	Iteration 57Q: 3 clusters Score -269873.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -269876.062500 Penalty: 1594.323486
	Iteration 58Q: 3 clusters Score -269876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -269878.500000 Penalty: 1594.323486
	Iteration 59Q: 3 clusters Score -269878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -269882.718750 Penalty: 1594.323486
	Iteration 60F: 3 clusters Score -269882.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -269889.531250 Penalty: 1594.323486
	Iteration 61Q: 3 clusters Score -269889.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -269898.281250 Penalty: 1594.323486
	Iteration 62Q: 3 clusters Score -269898.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -269912.812500 Penalty: 1594.323486
	Iteration 63Q: 3 clusters Score -269912.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -269925.750000 Penalty: 1594.323486
	Iteration 64Q: 3 clusters Score -269925.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -269940.250000 Penalty: 1594.323486
	Iteration 65Q: 3 clusters Score -269940.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -269949.500000 Penalty: 1594.323486
	Iteration 66Q: 3 clusters Score -269949.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -269963.625000 Penalty: 1594.323486
	Iteration 67Q: 3 clusters Score -269963.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -269972.906250 Penalty: 1594.323486
	Iteration 68Q: 3 clusters Score -269972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -269977.156250 Penalty: 1594.323486
	Iteration 69Q: 3 clusters Score -269977.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -269983.406250 Penalty: 1594.323486
	Iteration 70Q: 3 clusters Score -269983.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -269992.031250 Penalty: 1594.323486
	Iteration 71Q: 3 clusters Score -269992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -269998.937500 Penalty: 1594.323486
	Iteration 72Q: 3 clusters Score -269998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -269999.718750 Penalty: 1594.323486
	Iteration 73Q: 3 clusters Score -269999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -270002.093750 Penalty: 1594.323486
	Iteration 74Q: 3 clusters Score -270002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -270005.937500 Penalty: 1594.323486
	Iteration 75Q: 3 clusters Score -270005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -270008.375000 Penalty: 1594.323486
	Iteration 76Q: 3 clusters Score -270008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -270008.375000 Penalty: 1594.323486
	Iteration 77F: 3 clusters Score -270008.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (291812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291812 members 
Entering Unmasked Estep 
Score: -15947311.000000 Penalty: 1195.467163
	Iteration 0F: 2 clusters Score -1.594731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145625 members 
Mstep: Class 2 contains 146187 members 
Entering Unmasked Estep 
Score: -15753945.000000 Penalty: 2390.934326
	Iteration 0F: 3 clusters Score -1.575394e+07 nChanged 142944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139857 members 
Mstep: Class 2 contains 151955 members 
Entering Unmasked Estep 
Score: -15842958.000000 Penalty: 2390.934326
	Iteration 1F: 3 clusters Score -1.584296e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 154409 members 
Entering Unmasked Estep 
Score: -15846404.000000 Penalty: 2390.934326
	Iteration 2Q: 3 clusters Score -1.58464e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134084 members 
Mstep: Class 2 contains 157728 members 
Entering Unmasked Estep 
Score: -15850996.000000 Penalty: 2390.934326
	Iteration 3Q: 3 clusters Score -1.5851e+07 nChanged 13142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129488 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -15856681.000000 Penalty: 2390.934326
	Iteration 4Q: 3 clusters Score -1.585668e+07 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123031 members 
Mstep: Class 2 contains 168781 members 
Entering Unmasked Estep 
Score: -15863203.000000 Penalty: 2390.934326
	Iteration 5Q: 3 clusters Score -1.58632e+07 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 177696 members 
Entering Unmasked Estep 
Score: -15870690.000000 Penalty: 2390.934326
	Iteration 6Q: 3 clusters Score -1.587069e+07 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 189615 members 
Entering Unmasked Estep 
Score: -15879024.000000 Penalty: 2390.934326
	Iteration 7F: 3 clusters Score -1.587902e+07 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 204651 members 
Entering Unmasked Estep 
Score: -15888922.000000 Penalty: 2390.934326
	Iteration 8F: 3 clusters Score -1.588892e+07 nChanged 17840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 222197 members 
Entering Unmasked Estep 
Score: -15900545.000000 Penalty: 2390.934326
	Iteration 9F: 3 clusters Score -1.590054e+07 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 240561 members 
Entering Unmasked Estep 
Score: -15912747.000000 Penalty: 2390.934326
	Iteration 10F: 3 clusters Score -1.591275e+07 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 257453 members 
Entering Unmasked Estep 
Score: -15924557.000000 Penalty: 2390.934326
	Iteration 11F: 3 clusters Score -1.592456e+07 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 270778 members 
Entering Unmasked Estep 
Score: -15933843.000000 Penalty: 2390.934326
	Iteration 12Q: 3 clusters Score -1.593384e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 279655 members 
Entering Unmasked Estep 
Score: -15939765.000000 Penalty: 2390.934326
	Iteration 13Q: 3 clusters Score -1.593976e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 284713 members 
Entering Unmasked Estep 
Score: -15942876.000000 Penalty: 2390.934326
	Iteration 14Q: 3 clusters Score -1.594288e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 287544 members 
Entering Unmasked Estep 
Score: -15944621.000000 Penalty: 2390.934326
	Iteration 15Q: 3 clusters Score -1.594462e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 289069 members 
Entering Unmasked Estep 
Score: -15945536.000000 Penalty: 2390.934326
	Iteration 16Q: 3 clusters Score -1.594554e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 289874 members 
Entering Unmasked Estep 
Score: -15945968.000000 Penalty: 2390.934326
	Iteration 17Q: 3 clusters Score -1.594597e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 290267 members 
Entering Unmasked Estep 
Score: -15946179.000000 Penalty: 2390.934326
	Iteration 18Q: 3 clusters Score -1.594618e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 290486 members 
Entering Unmasked Estep 
Score: -15946278.000000 Penalty: 2390.934326
	Iteration 19Q: 3 clusters Score -1.594628e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 290630 members 
Entering Unmasked Estep 
Score: -15946350.000000 Penalty: 2390.934326
	Iteration 20F: 3 clusters Score -1.594635e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 290718 members 
Entering Unmasked Estep 
Score: -15946424.000000 Penalty: 2390.934326
	Iteration 21Q: 3 clusters Score -1.594642e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 290770 members 
Entering Unmasked Estep 
Score: -15946461.000000 Penalty: 2390.934326
	Iteration 22Q: 3 clusters Score -1.594646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 290797 members 
Entering Unmasked Estep 
Score: -15946486.000000 Penalty: 2390.934326
	Iteration 23Q: 3 clusters Score -1.594649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 290815 members 
Entering Unmasked Estep 
Score: -15946505.000000 Penalty: 2390.934326
	Iteration 24Q: 3 clusters Score -1.59465e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 290840 members 
Entering Unmasked Estep 
Score: -15946537.000000 Penalty: 2390.934326
	Iteration 25Q: 3 clusters Score -1.594654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 290853 members 
Entering Unmasked Estep 
Score: -15946545.000000 Penalty: 2390.934326
	Iteration 26Q: 3 clusters Score -1.594654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 290878 members 
Entering Unmasked Estep 
Score: -15946553.000000 Penalty: 2390.934326
	Iteration 27Q: 3 clusters Score -1.594655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 290891 members 
Entering Unmasked Estep 
Score: -15946557.000000 Penalty: 2390.934326
	Iteration 28Q: 3 clusters Score -1.594656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 290896 members 
Entering Unmasked Estep 
Score: -15946558.000000 Penalty: 2390.934326
	Iteration 29Q: 3 clusters Score -1.594656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 290900 members 
Entering Unmasked Estep 
Score: -15946565.000000 Penalty: 2390.934326
	Iteration 30Q: 3 clusters Score -1.594656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 290901 members 
Entering Unmasked Estep 
Score: -15946567.000000 Penalty: 2390.934326
	Iteration 31Q: 3 clusters Score -1.594657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 290898 members 
Entering Unmasked Estep 
Score: -15946574.000000 Penalty: 2390.934326
	Iteration 32Q: 3 clusters Score -1.594657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 290895 members 
Entering Unmasked Estep 
Score: -15946570.000000 Penalty: 2390.934326
	Iteration 33Q: 3 clusters Score -1.594657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 290890 members 
Entering Unmasked Estep 
Score: -15946577.000000 Penalty: 2390.934326
	Iteration 34Q: 3 clusters Score -1.594658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 290887 members 
Entering Unmasked Estep 
Score: -15946583.000000 Penalty: 2390.934326
	Iteration 35Q: 3 clusters Score -1.594658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 290889 members 
Entering Unmasked Estep 
Score: -15946585.000000 Penalty: 2390.934326
	Iteration 36Q: 3 clusters Score -1.594658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 290893 members 
Entering Unmasked Estep 
Score: -15946596.000000 Penalty: 2390.934326
	Iteration 37Q: 3 clusters Score -1.59466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 290905 members 
Entering Unmasked Estep 
Score: -15946597.000000 Penalty: 2390.934326
	Iteration 38Q: 3 clusters Score -1.59466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 290919 members 
Entering Unmasked Estep 
Score: -15946611.000000 Penalty: 2390.934326
	Iteration 39Q: 3 clusters Score -1.594661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 290930 members 
Entering Unmasked Estep 
Score: -15946616.000000 Penalty: 2390.934326
	Iteration 40F: 3 clusters Score -1.594662e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 290934 members 
Entering Unmasked Estep 
Score: -15946625.000000 Penalty: 2390.934326
	Iteration 41Q: 3 clusters Score -1.594662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 290937 members 
Entering Unmasked Estep 
Score: -15946628.000000 Penalty: 2390.934326
	Iteration 42Q: 3 clusters Score -1.594663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 290939 members 
Entering Unmasked Estep 
Score: -15946623.000000 Penalty: 2390.934326
	Iteration 43Q: 3 clusters Score -1.594662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 290942 members 
Entering Unmasked Estep 
Score: -15946623.000000 Penalty: 2390.934326
	Iteration 44Q: 3 clusters Score -1.594662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 290952 members 
Entering Unmasked Estep 
Score: -15946628.000000 Penalty: 2390.934326
	Iteration 45Q: 3 clusters Score -1.594663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 290957 members 
Entering Unmasked Estep 
Score: -15946635.000000 Penalty: 2390.934326
	Iteration 46Q: 3 clusters Score -1.594664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 290958 members 
Entering Unmasked Estep 
Score: -15946629.000000 Penalty: 2390.934326
	Iteration 47Q: 3 clusters Score -1.594663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 290957 members 
Entering Unmasked Estep 
Score: -15946623.000000 Penalty: 2390.934326
	Iteration 48Q: 3 clusters Score -1.594662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 290954 members 
Entering Unmasked Estep 
Score: -15946621.000000 Penalty: 2390.934326
	Iteration 49Q: 3 clusters Score -1.594662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 290955 members 
Entering Unmasked Estep 
Score: -15946627.000000 Penalty: 2390.934326
	Iteration 50Q: 3 clusters Score -1.594663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 290954 members 
Entering Unmasked Estep 
Score: -15946628.000000 Penalty: 2390.934326
	Iteration 51Q: 3 clusters Score -1.594663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 290955 members 
Entering Unmasked Estep 
Score: -15946643.000000 Penalty: 2390.934326
	Iteration 52Q: 3 clusters Score -1.594664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 290954 members 
Entering Unmasked Estep 
Score: -15946645.000000 Penalty: 2390.934326
	Iteration 53Q: 3 clusters Score -1.594664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 290952 members 
Entering Unmasked Estep 
Score: -15946641.000000 Penalty: 2390.934326
	Iteration 54Q: 3 clusters Score -1.594664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 290950 members 
Entering Unmasked Estep 
Score: -15946642.000000 Penalty: 2390.934326
	Iteration 55Q: 3 clusters Score -1.594664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 290950 members 
Entering Unmasked Estep 
Score: -15946641.000000 Penalty: 2390.934326
	Iteration 56Q: 3 clusters Score -1.594664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 290950 members 
Entering Unmasked Estep 
Score: -15946644.000000 Penalty: 2390.934326
	Iteration 57Q: 3 clusters Score -1.594664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 290951 members 
Entering Unmasked Estep 
Score: -15946641.000000 Penalty: 2390.934326
	Iteration 58Q: 3 clusters Score -1.594664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 290952 members 
Entering Unmasked Estep 
Score: -15946644.000000 Penalty: 2390.934326
	Iteration 59Q: 3 clusters Score -1.594664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 290954 members 
Entering Unmasked Estep 
Score: -15946655.000000 Penalty: 2390.934326
	Iteration 60F: 3 clusters Score -1.594666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 290953 members 
Entering Unmasked Estep 
Score: -15946653.000000 Penalty: 2390.934326
	Iteration 61Q: 3 clusters Score -1.594665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 290954 members 
Entering Unmasked Estep 
Score: -15946658.000000 Penalty: 2390.934326
	Iteration 62Q: 3 clusters Score -1.594666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 290956 members 
Entering Unmasked Estep 
Score: -15946658.000000 Penalty: 2390.934326
	Iteration 63Q: 3 clusters Score -1.594666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 290956 members 
Entering Unmasked Estep 
Score: -15946653.000000 Penalty: 2390.934326
	Iteration 64Q: 3 clusters Score -1.594665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 290958 members 
Entering Unmasked Estep 
Score: -15946649.000000 Penalty: 2390.934326
	Iteration 65Q: 3 clusters Score -1.594665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 290963 members 
Entering Unmasked Estep 
Score: -15946656.000000 Penalty: 2390.934326
	Iteration 66Q: 3 clusters Score -1.594666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 290963 members 
Entering Unmasked Estep 
Score: -15946653.000000 Penalty: 2390.934326
	Iteration 67Q: 3 clusters Score -1.594665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 290964 members 
Entering Unmasked Estep 
Score: -15946652.000000 Penalty: 2390.934326
	Iteration 68Q: 3 clusters Score -1.594665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 290964 members 
Entering Unmasked Estep 
Score: -15946652.000000 Penalty: 2390.934326
	Iteration 69F: 3 clusters Score -1.594665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Entering Unmasked Estep 
Score: -4233485.500000 Penalty: 1070.475464
	Iteration 0F: 2 clusters Score -4233486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -4180697.750000 Penalty: 2140.950928
	Iteration 0F: 3 clusters Score -4180698 nChanged 37664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -4203122.000000 Penalty: 2140.950928
	Iteration 1F: 3 clusters Score -4203122 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4204055.500000 Penalty: 2140.950928
	Iteration 2Q: 3 clusters Score -4204056 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -4205497.000000 Penalty: 2140.950928
	Iteration 3Q: 3 clusters Score -4205497 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -4207475.000000 Penalty: 2140.950928
	Iteration 4F: 3 clusters Score -4207475 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -4210080.000000 Penalty: 2140.950928
	Iteration 5F: 3 clusters Score -4210080 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -4213274.000000 Penalty: 2140.950928
	Iteration 6F: 3 clusters Score -4213274 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -4216890.500000 Penalty: 2140.950928
	Iteration 7F: 3 clusters Score -4216890 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -4220793.000000 Penalty: 2140.950928
	Iteration 8F: 3 clusters Score -4220793 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -4224437.000000 Penalty: 2140.950928
	Iteration 9F: 3 clusters Score -4224437 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -4227262.000000 Penalty: 2140.950928
	Iteration 10Q: 3 clusters Score -4227262 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -4229065.500000 Penalty: 2140.950928
	Iteration 11Q: 3 clusters Score -4229066 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -4230154.500000 Penalty: 2140.950928
	Iteration 12Q: 3 clusters Score -4230154 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -4230936.000000 Penalty: 2140.950928
	Iteration 13Q: 3 clusters Score -4230936 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -4231440.000000 Penalty: 2140.950928
	Iteration 14Q: 3 clusters Score -4231440 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -4231771.500000 Penalty: 2140.950928
	Iteration 15Q: 3 clusters Score -4231772 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -4232018.500000 Penalty: 2140.950928
	Iteration 16Q: 3 clusters Score -4232018 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -4232251.000000 Penalty: 2140.950928
	Iteration 17Q: 3 clusters Score -4232251 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -4232451.000000 Penalty: 2140.950928
	Iteration 18Q: 3 clusters Score -4232451 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -4232589.000000 Penalty: 2140.950928
	Iteration 19Q: 3 clusters Score -4232589 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -4232689.000000 Penalty: 2140.950928
	Iteration 20F: 3 clusters Score -4232689 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -4232777.000000 Penalty: 2140.950928
	Iteration 21Q: 3 clusters Score -4232777 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -4232886.000000 Penalty: 2140.950928
	Iteration 22Q: 3 clusters Score -4232886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -4232984.000000 Penalty: 2140.950928
	Iteration 23Q: 3 clusters Score -4232984 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -4233032.500000 Penalty: 2140.950928
	Iteration 24Q: 3 clusters Score -4233032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -4233076.500000 Penalty: 2140.950928
	Iteration 25Q: 3 clusters Score -4233076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -4233108.000000 Penalty: 2140.950928
	Iteration 26Q: 3 clusters Score -4233108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -4233134.500000 Penalty: 2140.950928
	Iteration 27Q: 3 clusters Score -4233134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -4233149.000000 Penalty: 2140.950928
	Iteration 28Q: 3 clusters Score -4233149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -4233164.000000 Penalty: 2140.950928
	Iteration 29Q: 3 clusters Score -4233164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -4233169.000000 Penalty: 2140.950928
	Iteration 30Q: 3 clusters Score -4233169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -4233188.500000 Penalty: 2140.950928
	Iteration 31Q: 3 clusters Score -4233188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -4233191.500000 Penalty: 2140.950928
	Iteration 32Q: 3 clusters Score -4233192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -4233193.500000 Penalty: 2140.950928
	Iteration 33Q: 3 clusters Score -4233194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -4233189.500000 Penalty: 2140.950928
	Iteration 34Q: 3 clusters Score -4233190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -4233200.500000 Penalty: 2140.950928
	Iteration 35Q: 3 clusters Score -4233200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -4233204.000000 Penalty: 2140.950928
	Iteration 36Q: 3 clusters Score -4233204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -4233202.000000 Penalty: 2140.950928
	Iteration 37Q: 3 clusters Score -4233202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -4233207.000000 Penalty: 2140.950928
	Iteration 38Q: 3 clusters Score -4233207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -4233205.000000 Penalty: 2140.950928
	Iteration 39Q: 3 clusters Score -4233205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -4233204.000000 Penalty: 2140.950928
	Iteration 40F: 3 clusters Score -4233204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -4233202.500000 Penalty: 2140.950928
	Iteration 41Q: 3 clusters Score -4233202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -4233207.000000 Penalty: 2140.950928
	Iteration 42Q: 3 clusters Score -4233207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -4233210.000000 Penalty: 2140.950928
	Iteration 43Q: 3 clusters Score -4233210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -4233207.000000 Penalty: 2140.950928
	Iteration 44Q: 3 clusters Score -4233207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -4233209.500000 Penalty: 2140.950928
	Iteration 45Q: 3 clusters Score -4233210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -4233217.000000 Penalty: 2140.950928
	Iteration 46Q: 3 clusters Score -4233217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -4233215.000000 Penalty: 2140.950928
	Iteration 47Q: 3 clusters Score -4233215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -4233216.500000 Penalty: 2140.950928
	Iteration 48Q: 3 clusters Score -4233216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -4233211.500000 Penalty: 2140.950928
	Iteration 49Q: 3 clusters Score -4233212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -4233211.500000 Penalty: 2140.950928
	Iteration 50Q: 3 clusters Score -4233212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -4233211.500000 Penalty: 2140.950928
	Iteration 51F: 3 clusters Score -4233212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -95548.570312 Penalty: 706.198364
	Iteration 0F: 2 clusters Score -95548.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -94070.617188 Penalty: 1412.396729
	Iteration 0F: 3 clusters Score -94070.62 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -94442.085938 Penalty: 1412.396729
	Iteration 1F: 3 clusters Score -94442.09 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -94521.125000 Penalty: 1412.396729
	Iteration 2F: 3 clusters Score -94521.12 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -94563.945312 Penalty: 1412.396729
	Iteration 3Q: 3 clusters Score -94563.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -94595.007812 Penalty: 1412.396729
	Iteration 4Q: 3 clusters Score -94595.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -94616.757812 Penalty: 1412.396729
	Iteration 5Q: 3 clusters Score -94616.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -94638.304688 Penalty: 1412.396729
	Iteration 6Q: 3 clusters Score -94638.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -94651.179688 Penalty: 1412.396729
	Iteration 7Q: 3 clusters Score -94651.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -94660.679688 Penalty: 1412.396729
	Iteration 8Q: 3 clusters Score -94660.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -94666.406250 Penalty: 1412.396729
	Iteration 9Q: 3 clusters Score -94666.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -94670.132812 Penalty: 1412.396729
	Iteration 10Q: 3 clusters Score -94670.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -94672.796875 Penalty: 1412.396729
	Iteration 11Q: 3 clusters Score -94672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -94676.835938 Penalty: 1412.396729
	Iteration 12Q: 3 clusters Score -94676.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -94680.726562 Penalty: 1412.396729
	Iteration 13Q: 3 clusters Score -94680.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -94683.000000 Penalty: 1412.396729
	Iteration 14Q: 3 clusters Score -94683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94686.460938 Penalty: 1412.396729
	Iteration 15Q: 3 clusters Score -94686.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -94690.539062 Penalty: 1412.396729
	Iteration 16Q: 3 clusters Score -94690.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94692.718750 Penalty: 1412.396729
	Iteration 17Q: 3 clusters Score -94692.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -94694.437500 Penalty: 1412.396729
	Iteration 18Q: 3 clusters Score -94694.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -94695.906250 Penalty: 1412.396729
	Iteration 19Q: 3 clusters Score -94695.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -94696.250000 Penalty: 1412.396729
	Iteration 20F: 3 clusters Score -94696.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94697.250000 Penalty: 1412.396729
	Iteration 21Q: 3 clusters Score -94697.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -94697.617188 Penalty: 1412.396729
	Iteration 22Q: 3 clusters Score -94697.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -94698.007812 Penalty: 1412.396729
	Iteration 23Q: 3 clusters Score -94698.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -94698.414062 Penalty: 1412.396729
	Iteration 24Q: 3 clusters Score -94698.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -94698.585938 Penalty: 1412.396729
	Iteration 25Q: 3 clusters Score -94698.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -94698.585938 Penalty: 1412.396729
	Iteration 26F: 3 clusters Score -94698.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (134865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134865 members 
Entering Unmasked Estep 
Score: -7346396.000000 Penalty: 1122.142822
	Iteration 0F: 2 clusters Score -7346396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -7255619.000000 Penalty: 2244.285645
	Iteration 0F: 3 clusters Score -7255619 nChanged 65512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -7295735.000000 Penalty: 2244.285645
	Iteration 1F: 3 clusters Score -7295735 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -7297837.500000 Penalty: 2244.285645
	Iteration 2Q: 3 clusters Score -7297838 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -7300797.500000 Penalty: 2244.285645
	Iteration 3Q: 3 clusters Score -7300798 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -7304517.000000 Penalty: 2244.285645
	Iteration 4F: 3 clusters Score -7304517 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -7308932.000000 Penalty: 2244.285645
	Iteration 5F: 3 clusters Score -7308932 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -7314216.500000 Penalty: 2244.285645
	Iteration 6F: 3 clusters Score -7314216 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -7319813.500000 Penalty: 2244.285645
	Iteration 7F: 3 clusters Score -7319814 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -7325513.000000 Penalty: 2244.285645
	Iteration 8F: 3 clusters Score -7325513 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112557 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -7331048.000000 Penalty: 2244.285645
	Iteration 9F: 3 clusters Score -7331048 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -7335597.000000 Penalty: 2244.285645
	Iteration 10Q: 3 clusters Score -7335597 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123640 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -7338949.500000 Penalty: 2244.285645
	Iteration 11Q: 3 clusters Score -7338950 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127288 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -7341323.000000 Penalty: 2244.285645
	Iteration 12Q: 3 clusters Score -7341323 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129803 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -7342887.500000 Penalty: 2244.285645
	Iteration 13Q: 3 clusters Score -7342888 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131484 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -7343919.000000 Penalty: 2244.285645
	Iteration 14Q: 3 clusters Score -7343919 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132528 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7344463.500000 Penalty: 2244.285645
	Iteration 15Q: 3 clusters Score -7344464 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133190 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7344765.500000 Penalty: 2244.285645
	Iteration 16Q: 3 clusters Score -7344766 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133601 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7344981.000000 Penalty: 2244.285645
	Iteration 17Q: 3 clusters Score -7344981 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7345157.500000 Penalty: 2244.285645
	Iteration 18Q: 3 clusters Score -7345158 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134032 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7345232.500000 Penalty: 2244.285645
	Iteration 19Q: 3 clusters Score -7345232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7345304.000000 Penalty: 2244.285645
	Iteration 20F: 3 clusters Score -7345304 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134229 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7345337.500000 Penalty: 2244.285645
	Iteration 21Q: 3 clusters Score -7345338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134292 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7345366.000000 Penalty: 2244.285645
	Iteration 22Q: 3 clusters Score -7345366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134332 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7345376.000000 Penalty: 2244.285645
	Iteration 23Q: 3 clusters Score -7345376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134367 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7345399.000000 Penalty: 2244.285645
	Iteration 24Q: 3 clusters Score -7345399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134393 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7345421.500000 Penalty: 2244.285645
	Iteration 25Q: 3 clusters Score -7345422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134411 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7345436.500000 Penalty: 2244.285645
	Iteration 26Q: 3 clusters Score -7345436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134424 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7345444.500000 Penalty: 2244.285645
	Iteration 27Q: 3 clusters Score -7345444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134433 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7345454.500000 Penalty: 2244.285645
	Iteration 28Q: 3 clusters Score -7345454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7345457.500000 Penalty: 2244.285645
	Iteration 29Q: 3 clusters Score -7345458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134455 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7345467.500000 Penalty: 2244.285645
	Iteration 30Q: 3 clusters Score -7345468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134459 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7345478.500000 Penalty: 2244.285645
	Iteration 31Q: 3 clusters Score -7345478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134463 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7345476.500000 Penalty: 2244.285645
	Iteration 32Q: 3 clusters Score -7345476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134466 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7345480.000000 Penalty: 2244.285645
	Iteration 33Q: 3 clusters Score -7345480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134473 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7345479.000000 Penalty: 2244.285645
	Iteration 34Q: 3 clusters Score -7345479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7345485.000000 Penalty: 2244.285645
	Iteration 35Q: 3 clusters Score -7345485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134482 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7345491.000000 Penalty: 2244.285645
	Iteration 36Q: 3 clusters Score -7345491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134487 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7345485.500000 Penalty: 2244.285645
	Iteration 37Q: 3 clusters Score -7345486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7345483.000000 Penalty: 2244.285645
	Iteration 38Q: 3 clusters Score -7345483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7345482.000000 Penalty: 2244.285645
	Iteration 39Q: 3 clusters Score -7345482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134494 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7345493.500000 Penalty: 2244.285645
	Iteration 40F: 3 clusters Score -7345494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7345495.500000 Penalty: 2244.285645
	Iteration 41Q: 3 clusters Score -7345496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7345495.500000 Penalty: 2244.285645
	Iteration 42F: 3 clusters Score -7345496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 22782 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31645 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 24719 members 
Mstep: Class 16 contains 12946 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 32348 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 291812 members 
Mstep: Class 25 contains 78289 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630524.000000 Penalty: 35938.746094
Iteration 239Q: 29 clusters Score -3.863052e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 22822 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31646 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 24719 members 
Mstep: Class 16 contains 12954 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 32362 members 
Mstep: Class 19 contains 8201 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4409 members 
Mstep: Class 24 contains 291781 members 
Mstep: Class 25 contains 78290 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134870 members 
Mstep: Class 28 contains 3129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630588.000000 Penalty: 35938.746094
Iteration 240F: 29 clusters Score -3.863059e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 22796 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31646 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 24719 members 
Mstep: Class 16 contains 12952 members 
Mstep: Class 17 contains 5461 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 291786 members 
Mstep: Class 25 contains 78290 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134870 members 
Mstep: Class 28 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630604.000000 Penalty: 35938.746094
Iteration 241Q: 29 clusters Score -3.86306e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 22766 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31650 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12946 members 
Mstep: Class 17 contains 5458 members 
Mstep: Class 18 contains 32384 members 
Mstep: Class 19 contains 8184 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4406 members 
Mstep: Class 24 contains 291800 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134871 members 
Mstep: Class 28 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630592.000000 Penalty: 35938.746094
Iteration 242Q: 29 clusters Score -3.863059e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 22739 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31653 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 24720 members 
Mstep: Class 16 contains 12948 members 
Mstep: Class 17 contains 5456 members 
Mstep: Class 18 contains 32393 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4402 members 
Mstep: Class 24 contains 291811 members 
Mstep: Class 25 contains 78282 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134873 members 
Mstep: Class 28 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630560.000000 Penalty: 35938.746094
Iteration 243Q: 29 clusters Score -3.863056e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 22724 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 24720 members 
Mstep: Class 16 contains 12947 members 
Mstep: Class 17 contains 5455 members 
Mstep: Class 18 contains 32402 members 
Mstep: Class 19 contains 8171 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 4402 members 
Mstep: Class 24 contains 291814 members 
Mstep: Class 25 contains 78278 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134878 members 
Mstep: Class 28 contains 3159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630572.000000 Penalty: 35938.746094
Iteration 244Q: 29 clusters Score -3.863057e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 22709 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12947 members 
Mstep: Class 17 contains 5454 members 
Mstep: Class 18 contains 32409 members 
Mstep: Class 19 contains 8170 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 4400 members 
Mstep: Class 24 contains 291816 members 
Mstep: Class 25 contains 78278 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134880 members 
Mstep: Class 28 contains 3159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630552.000000 Penalty: 35938.746094
Iteration 245Q: 29 clusters Score -3.863055e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 22695 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 24719 members 
Mstep: Class 16 contains 12948 members 
Mstep: Class 17 contains 5454 members 
Mstep: Class 18 contains 32414 members 
Mstep: Class 19 contains 8170 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 291823 members 
Mstep: Class 25 contains 78277 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134880 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630600.000000 Penalty: 35938.746094
Iteration 246Q: 29 clusters Score -3.86306e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22679 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 3845 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 24722 members 
Mstep: Class 16 contains 12945 members 
Mstep: Class 17 contains 5454 members 
Mstep: Class 18 contains 32418 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 291830 members 
Mstep: Class 25 contains 78279 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134881 members 
Mstep: Class 28 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630560.000000 Penalty: 35938.746094
Iteration 247Q: 29 clusters Score -3.863056e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22663 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31656 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 24724 members 
Mstep: Class 16 contains 12945 members 
Mstep: Class 17 contains 5452 members 
Mstep: Class 18 contains 32424 members 
Mstep: Class 19 contains 8170 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 291838 members 
Mstep: Class 25 contains 78277 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134884 members 
Mstep: Class 28 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630624.000000 Penalty: 35938.746094
Iteration 248Q: 29 clusters Score -3.863062e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31657 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 24725 members 
Mstep: Class 16 contains 12942 members 
Mstep: Class 17 contains 5452 members 
Mstep: Class 18 contains 32431 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 4371 members 
Mstep: Class 24 contains 291844 members 
Mstep: Class 25 contains 78276 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134885 members 
Mstep: Class 28 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630612.000000 Penalty: 35938.746094
Iteration 249Q: 29 clusters Score -3.863061e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31657 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 24725 members 
Mstep: Class 16 contains 12941 members 
Mstep: Class 17 contains 5451 members 
Mstep: Class 18 contains 32440 members 
Mstep: Class 19 contains 8167 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 291843 members 
Mstep: Class 25 contains 78276 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134890 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630624.000000 Penalty: 35938.746094
Iteration 250Q: 29 clusters Score -3.863062e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31662 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 24724 members 
Mstep: Class 16 contains 12941 members 
Mstep: Class 17 contains 5449 members 
Mstep: Class 18 contains 32446 members 
Mstep: Class 19 contains 8167 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4348 members 
Mstep: Class 24 contains 291844 members 
Mstep: Class 25 contains 78276 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134899 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630608.000000 Penalty: 35938.746094
Iteration 251Q: 29 clusters Score -3.863061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31666 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 24724 members 
Mstep: Class 16 contains 12940 members 
Mstep: Class 17 contains 5448 members 
Mstep: Class 18 contains 32456 members 
Mstep: Class 19 contains 8166 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 291842 members 
Mstep: Class 25 contains 78276 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134905 members 
Mstep: Class 28 contains 3153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630620.000000 Penalty: 35938.746094
Iteration 252Q: 29 clusters Score -3.863062e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22619 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4447 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31670 members 
Mstep: Class 8 contains 3827 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 24724 members 
Mstep: Class 16 contains 12935 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 32467 members 
Mstep: Class 19 contains 8166 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 291841 members 
Mstep: Class 25 contains 78276 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134908 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630604.000000 Penalty: 35938.746094
Iteration 253Q: 29 clusters Score -3.86306e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22616 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4450 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31673 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 24724 members 
Mstep: Class 16 contains 12932 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 32473 members 
Mstep: Class 19 contains 8166 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 291834 members 
Mstep: Class 25 contains 78274 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134914 members 
Mstep: Class 28 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630600.000000 Penalty: 35938.746094
Iteration 254Q: 29 clusters Score -3.86306e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22611 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4452 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31676 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 24723 members 
Mstep: Class 16 contains 12930 members 
Mstep: Class 17 contains 5446 members 
Mstep: Class 18 contains 32481 members 
Mstep: Class 19 contains 8167 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4314 members 
Mstep: Class 24 contains 291829 members 
Mstep: Class 25 contains 78275 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134913 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630632.000000 Penalty: 35938.746094
Iteration 255Q: 29 clusters Score -3.863063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 22601 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4458 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 31677 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 24721 members 
Mstep: Class 16 contains 12927 members 
Mstep: Class 17 contains 5446 members 
Mstep: Class 18 contains 32486 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 291823 members 
Mstep: Class 25 contains 78276 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 134916 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630660.000000 Penalty: 35938.746094
Iteration 256Q: 29 clusters Score -3.863066e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 22594 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4461 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31679 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 24720 members 
Mstep: Class 16 contains 12925 members 
Mstep: Class 17 contains 5445 members 
Mstep: Class 18 contains 32495 members 
Mstep: Class 19 contains 8170 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 291820 members 
Mstep: Class 25 contains 78279 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134915 members 
Mstep: Class 28 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630648.000000 Penalty: 35938.746094
Iteration 257Q: 29 clusters Score -3.863065e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 22584 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4465 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31681 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24719 members 
Mstep: Class 16 contains 12927 members 
Mstep: Class 17 contains 5442 members 
Mstep: Class 18 contains 32506 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 291812 members 
Mstep: Class 25 contains 78279 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134914 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630644.000000 Penalty: 35938.746094
Iteration 258Q: 29 clusters Score -3.863064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 22578 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4466 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31681 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24719 members 
Mstep: Class 16 contains 12925 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 32515 members 
Mstep: Class 19 contains 8171 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 291807 members 
Mstep: Class 25 contains 78278 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134917 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630640.000000 Penalty: 35938.746094
Iteration 259Q: 29 clusters Score -3.863064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22576 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12924 members 
Mstep: Class 17 contains 5440 members 
Mstep: Class 18 contains 32522 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 291802 members 
Mstep: Class 25 contains 78277 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134921 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630636.000000 Penalty: 35938.746094
Iteration 260F: 29 clusters Score -3.863064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22572 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12925 members 
Mstep: Class 17 contains 5439 members 
Mstep: Class 18 contains 32527 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 291798 members 
Mstep: Class 25 contains 78277 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134923 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630656.000000 Penalty: 35938.746094
Iteration 261Q: 29 clusters Score -3.863066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22570 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4460 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12925 members 
Mstep: Class 17 contains 5439 members 
Mstep: Class 18 contains 32529 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 291796 members 
Mstep: Class 25 contains 78278 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134923 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630644.000000 Penalty: 35938.746094
Iteration 262Q: 29 clusters Score -3.863064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22567 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4460 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 12922 members 
Mstep: Class 17 contains 5439 members 
Mstep: Class 18 contains 32532 members 
Mstep: Class 19 contains 8171 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 291792 members 
Mstep: Class 25 contains 78280 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134927 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630660.000000 Penalty: 35938.746094
Iteration 263Q: 29 clusters Score -3.863066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22566 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4460 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24716 members 
Mstep: Class 16 contains 12919 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 32537 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 291786 members 
Mstep: Class 25 contains 78281 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134931 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630676.000000 Penalty: 35938.746094
Iteration 264Q: 29 clusters Score -3.863068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22565 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4460 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24715 members 
Mstep: Class 16 contains 12913 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 32546 members 
Mstep: Class 19 contains 8174 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 291780 members 
Mstep: Class 25 contains 78282 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134936 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630704.000000 Penalty: 35938.746094
Iteration 265Q: 29 clusters Score -3.86307e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4460 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24714 members 
Mstep: Class 16 contains 12909 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 32555 members 
Mstep: Class 19 contains 8175 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 291772 members 
Mstep: Class 25 contains 78282 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134942 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630696.000000 Penalty: 35938.746094
Iteration 266Q: 29 clusters Score -3.86307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4460 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24713 members 
Mstep: Class 16 contains 12906 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 32563 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 291768 members 
Mstep: Class 25 contains 78283 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134945 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630708.000000 Penalty: 35938.746094
Iteration 267Q: 29 clusters Score -3.863071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22560 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4461 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24713 members 
Mstep: Class 16 contains 12905 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 32571 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4311 members 
Mstep: Class 24 contains 291762 members 
Mstep: Class 25 contains 78283 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134946 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630712.000000 Penalty: 35938.746094
Iteration 268Q: 29 clusters Score -3.863071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 24713 members 
Mstep: Class 16 contains 12904 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32582 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4310 members 
Mstep: Class 24 contains 291753 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134946 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630724.000000 Penalty: 35938.746094
Iteration 269Q: 29 clusters Score -3.863072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4463 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12903 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 32592 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4308 members 
Mstep: Class 24 contains 291743 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134949 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630712.000000 Penalty: 35938.746094
Iteration 270Q: 29 clusters Score -3.863071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12903 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32601 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4306 members 
Mstep: Class 24 contains 291735 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134949 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630724.000000 Penalty: 35938.746094
Iteration 271Q: 29 clusters Score -3.863072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12903 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32609 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4306 members 
Mstep: Class 24 contains 291726 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630708.000000 Penalty: 35938.746094
Iteration 272Q: 29 clusters Score -3.863071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12903 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32623 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4304 members 
Mstep: Class 24 contains 291713 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134951 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630708.000000 Penalty: 35938.746094
Iteration 273Q: 29 clusters Score -3.863071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12902 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32637 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4302 members 
Mstep: Class 24 contains 291701 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134951 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630712.000000 Penalty: 35938.746094
Iteration 274Q: 29 clusters Score -3.863071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12902 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32649 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4301 members 
Mstep: Class 24 contains 291690 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134951 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630700.000000 Penalty: 35938.746094
Iteration 275Q: 29 clusters Score -3.86307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12902 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32659 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4299 members 
Mstep: Class 24 contains 291682 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134951 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630696.000000 Penalty: 35938.746094
Iteration 276Q: 29 clusters Score -3.86307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22558 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12902 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32670 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4299 members 
Mstep: Class 24 contains 291670 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134951 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630680.000000 Penalty: 35938.746094
Iteration 277Q: 29 clusters Score -3.863068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22558 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12902 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32684 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4299 members 
Mstep: Class 24 contains 291656 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134951 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630700.000000 Penalty: 35938.746094
Iteration 278Q: 29 clusters Score -3.86307e+07 nChanged 17
Entering ConstructFrom: 
Score: -38630700.000000 Penalty: 35938.746094
Entering ConstructFrom: 
Trying to split cluster 1 (15711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Entering Unmasked Estep 
Score: -853583.250000 Penalty: 917.901001
	Iteration 0F: 2 clusters Score -853583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -842985.625000 Penalty: 1835.802002
	Iteration 0F: 3 clusters Score -842985.6 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -847194.187500 Penalty: 1835.802002
	Iteration 1F: 3 clusters Score -847194.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -847757.250000 Penalty: 1835.802002
	Iteration 2F: 3 clusters Score -847757.2 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -848315.187500 Penalty: 1835.802002
	Iteration 3F: 3 clusters Score -848315.2 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -848892.000000 Penalty: 1835.802002
	Iteration 4F: 3 clusters Score -848892 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -849683.437500 Penalty: 1835.802002
	Iteration 5F: 3 clusters Score -849683.4 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -850734.062500 Penalty: 1835.802002
	Iteration 6F: 3 clusters Score -850734.1 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -851645.250000 Penalty: 1835.802002
	Iteration 7F: 3 clusters Score -851645.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -852204.437500 Penalty: 1835.802002
	Iteration 8F: 3 clusters Score -852204.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -852524.875000 Penalty: 1835.802002
	Iteration 9Q: 3 clusters Score -852524.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -852779.500000 Penalty: 1835.802002
	Iteration 10Q: 3 clusters Score -852779.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -852995.125000 Penalty: 1835.802002
	Iteration 11Q: 3 clusters Score -852995.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -853150.687500 Penalty: 1835.802002
	Iteration 12Q: 3 clusters Score -853150.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -853259.625000 Penalty: 1835.802002
	Iteration 13Q: 3 clusters Score -853259.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -853305.062500 Penalty: 1835.802002
	Iteration 14Q: 3 clusters Score -853305.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -853326.250000 Penalty: 1835.802002
	Iteration 15Q: 3 clusters Score -853326.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -853337.875000 Penalty: 1835.802002
	Iteration 16Q: 3 clusters Score -853337.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -853345.937500 Penalty: 1835.802002
	Iteration 17Q: 3 clusters Score -853345.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -853350.812500 Penalty: 1835.802002
	Iteration 18Q: 3 clusters Score -853350.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -853351.250000 Penalty: 1835.802002
	Iteration 19Q: 3 clusters Score -853351.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -853352.312500 Penalty: 1835.802002
	Iteration 20F: 3 clusters Score -853352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -853352.375000 Penalty: 1835.802002
	Iteration 21Q: 3 clusters Score -853352.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -853354.062500 Penalty: 1835.802002
	Iteration 22Q: 3 clusters Score -853354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -853352.750000 Penalty: 1835.802002
	Iteration 23Q: 3 clusters Score -853352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -853353.062500 Penalty: 1835.802002
	Iteration 24Q: 3 clusters Score -853353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -853354.125000 Penalty: 1835.802002
	Iteration 25Q: 3 clusters Score -853354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -853354.125000 Penalty: 1835.802002
	Iteration 26F: 3 clusters Score -853354.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -252101.359375 Penalty: 801.891174
	Iteration 0F: 2 clusters Score -252101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -248748.875000 Penalty: 1603.782349
	Iteration 0F: 3 clusters Score -248748.9 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -249812.390625 Penalty: 1603.782349
	Iteration 1F: 3 clusters Score -249812.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -250002.640625 Penalty: 1603.782349
	Iteration 2F: 3 clusters Score -250002.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -250218.312500 Penalty: 1603.782349
	Iteration 3F: 3 clusters Score -250218.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -250428.921875 Penalty: 1603.782349
	Iteration 4F: 3 clusters Score -250428.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -250635.062500 Penalty: 1603.782349
	Iteration 5F: 3 clusters Score -250635.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -250798.515625 Penalty: 1603.782349
	Iteration 6F: 3 clusters Score -250798.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -250894.406250 Penalty: 1603.782349
	Iteration 7Q: 3 clusters Score -250894.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -250978.578125 Penalty: 1603.782349
	Iteration 8Q: 3 clusters Score -250978.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -251048.281250 Penalty: 1603.782349
	Iteration 9Q: 3 clusters Score -251048.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -251096.578125 Penalty: 1603.782349
	Iteration 10Q: 3 clusters Score -251096.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -251136.250000 Penalty: 1603.782349
	Iteration 11Q: 3 clusters Score -251136.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -251162.890625 Penalty: 1603.782349
	Iteration 12Q: 3 clusters Score -251162.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -251186.328125 Penalty: 1603.782349
	Iteration 13Q: 3 clusters Score -251186.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -251205.203125 Penalty: 1603.782349
	Iteration 14Q: 3 clusters Score -251205.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -251219.234375 Penalty: 1603.782349
	Iteration 15Q: 3 clusters Score -251219.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -251228.453125 Penalty: 1603.782349
	Iteration 16Q: 3 clusters Score -251228.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -251239.578125 Penalty: 1603.782349
	Iteration 17Q: 3 clusters Score -251239.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -251245.421875 Penalty: 1603.782349
	Iteration 18Q: 3 clusters Score -251245.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -251252.890625 Penalty: 1603.782349
	Iteration 19Q: 3 clusters Score -251252.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -251259.546875 Penalty: 1603.782349
	Iteration 20F: 3 clusters Score -251259.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -251267.093750 Penalty: 1603.782349
	Iteration 21Q: 3 clusters Score -251267.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -251273.343750 Penalty: 1603.782349
	Iteration 22Q: 3 clusters Score -251273.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -251276.484375 Penalty: 1603.782349
	Iteration 23Q: 3 clusters Score -251276.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -251278.843750 Penalty: 1603.782349
	Iteration 24Q: 3 clusters Score -251278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -251282.968750 Penalty: 1603.782349
	Iteration 25Q: 3 clusters Score -251283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -251286.718750 Penalty: 1603.782349
	Iteration 26Q: 3 clusters Score -251286.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -251292.125000 Penalty: 1603.782349
	Iteration 27Q: 3 clusters Score -251292.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -251295.765625 Penalty: 1603.782349
	Iteration 28Q: 3 clusters Score -251295.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -251300.296875 Penalty: 1603.782349
	Iteration 29Q: 3 clusters Score -251300.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -251303.093750 Penalty: 1603.782349
	Iteration 30Q: 3 clusters Score -251303.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -251306.265625 Penalty: 1603.782349
	Iteration 31Q: 3 clusters Score -251306.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -251307.906250 Penalty: 1603.782349
	Iteration 32Q: 3 clusters Score -251307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -251309.000000 Penalty: 1603.782349
	Iteration 33Q: 3 clusters Score -251309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -251309.703125 Penalty: 1603.782349
	Iteration 34Q: 3 clusters Score -251309.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -251310.390625 Penalty: 1603.782349
	Iteration 35Q: 3 clusters Score -251310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -251311.703125 Penalty: 1603.782349
	Iteration 36Q: 3 clusters Score -251311.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -251314.328125 Penalty: 1603.782349
	Iteration 37Q: 3 clusters Score -251314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -251316.375000 Penalty: 1603.782349
	Iteration 38Q: 3 clusters Score -251316.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -251318.031250 Penalty: 1603.782349
	Iteration 39Q: 3 clusters Score -251318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -251320.375000 Penalty: 1603.782349
	Iteration 40F: 3 clusters Score -251320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -251322.515625 Penalty: 1603.782349
	Iteration 41Q: 3 clusters Score -251322.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -251324.718750 Penalty: 1603.782349
	Iteration 42Q: 3 clusters Score -251324.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -251326.375000 Penalty: 1603.782349
	Iteration 43Q: 3 clusters Score -251326.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -251327.531250 Penalty: 1603.782349
	Iteration 44Q: 3 clusters Score -251327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -251328.359375 Penalty: 1603.782349
	Iteration 45Q: 3 clusters Score -251328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -251329.390625 Penalty: 1603.782349
	Iteration 46Q: 3 clusters Score -251329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -251329.734375 Penalty: 1603.782349
	Iteration 47Q: 3 clusters Score -251329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -251330.171875 Penalty: 1603.782349
	Iteration 48Q: 3 clusters Score -251330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -251330.453125 Penalty: 1603.782349
	Iteration 49Q: 3 clusters Score -251330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -251331.281250 Penalty: 1603.782349
	Iteration 50Q: 3 clusters Score -251331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -251331.140625 Penalty: 1603.782349
	Iteration 51Q: 3 clusters Score -251331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -251331.906250 Penalty: 1603.782349
	Iteration 52Q: 3 clusters Score -251331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -251332.703125 Penalty: 1603.782349
	Iteration 53Q: 3 clusters Score -251332.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -251333.468750 Penalty: 1603.782349
	Iteration 54Q: 3 clusters Score -251333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -251334.046875 Penalty: 1603.782349
	Iteration 55Q: 3 clusters Score -251334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -251334.078125 Penalty: 1603.782349
	Iteration 56Q: 3 clusters Score -251334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -251334.453125 Penalty: 1603.782349
	Iteration 57Q: 3 clusters Score -251334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -251334.406250 Penalty: 1603.782349
	Iteration 58Q: 3 clusters Score -251334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -251334.406250 Penalty: 1603.782349
	Iteration 59F: 3 clusters Score -251334.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Entering Unmasked Estep 
Score: -1120435.500000 Penalty: 952.261108
	Iteration 0F: 2 clusters Score -1120436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1105339.000000 Penalty: 1904.522217
	Iteration 0F: 3 clusters Score -1105339 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1111201.000000 Penalty: 1904.522217
	Iteration 1F: 3 clusters Score -1111201 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1111577.125000 Penalty: 1904.522217
	Iteration 2Q: 3 clusters Score -1111577 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1112092.250000 Penalty: 1904.522217
	Iteration 3Q: 3 clusters Score -1112092 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1112854.625000 Penalty: 1904.522217
	Iteration 4F: 3 clusters Score -1112855 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1113978.375000 Penalty: 1904.522217
	Iteration 5F: 3 clusters Score -1113978 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1115385.750000 Penalty: 1904.522217
	Iteration 6F: 3 clusters Score -1115386 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -1116769.875000 Penalty: 1904.522217
	Iteration 7F: 3 clusters Score -1116770 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -1117839.125000 Penalty: 1904.522217
	Iteration 8F: 3 clusters Score -1117839 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -1118632.750000 Penalty: 1904.522217
	Iteration 9Q: 3 clusters Score -1118633 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -1119081.375000 Penalty: 1904.522217
	Iteration 10Q: 3 clusters Score -1119081 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -1119342.750000 Penalty: 1904.522217
	Iteration 11Q: 3 clusters Score -1119343 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -1119498.500000 Penalty: 1904.522217
	Iteration 12Q: 3 clusters Score -1119498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -1119593.750000 Penalty: 1904.522217
	Iteration 13Q: 3 clusters Score -1119594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -1119640.625000 Penalty: 1904.522217
	Iteration 14Q: 3 clusters Score -1119641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -1119659.375000 Penalty: 1904.522217
	Iteration 15Q: 3 clusters Score -1119659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1119670.625000 Penalty: 1904.522217
	Iteration 16Q: 3 clusters Score -1119671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -1119686.125000 Penalty: 1904.522217
	Iteration 17Q: 3 clusters Score -1119686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -1119694.750000 Penalty: 1904.522217
	Iteration 18Q: 3 clusters Score -1119695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -1119704.875000 Penalty: 1904.522217
	Iteration 19Q: 3 clusters Score -1119705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -1119713.250000 Penalty: 1904.522217
	Iteration 20F: 3 clusters Score -1119713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -1119719.750000 Penalty: 1904.522217
	Iteration 21Q: 3 clusters Score -1119720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -1119724.375000 Penalty: 1904.522217
	Iteration 22Q: 3 clusters Score -1119724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -1119727.875000 Penalty: 1904.522217
	Iteration 23Q: 3 clusters Score -1119728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -1119732.375000 Penalty: 1904.522217
	Iteration 24Q: 3 clusters Score -1119732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -1119734.750000 Penalty: 1904.522217
	Iteration 25Q: 3 clusters Score -1119735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -1119738.125000 Penalty: 1904.522217
	Iteration 26Q: 3 clusters Score -1119738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -1119744.750000 Penalty: 1904.522217
	Iteration 27Q: 3 clusters Score -1119745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -1119751.000000 Penalty: 1904.522217
	Iteration 28Q: 3 clusters Score -1119751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -1119755.625000 Penalty: 1904.522217
	Iteration 29Q: 3 clusters Score -1119756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -1119755.500000 Penalty: 1904.522217
	Iteration 30Q: 3 clusters Score -1119756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1119756.625000 Penalty: 1904.522217
	Iteration 31Q: 3 clusters Score -1119757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -1119758.625000 Penalty: 1904.522217
	Iteration 32Q: 3 clusters Score -1119759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -1119761.125000 Penalty: 1904.522217
	Iteration 33Q: 3 clusters Score -1119761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -1119763.000000 Penalty: 1904.522217
	Iteration 34Q: 3 clusters Score -1119763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -1119763.000000 Penalty: 1904.522217
	Iteration 35F: 3 clusters Score -1119763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -164869.953125 Penalty: 772.635010
	Iteration 0F: 2 clusters Score -164870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -162339.500000 Penalty: 1545.270020
	Iteration 0F: 3 clusters Score -162339.5 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -163407.109375 Penalty: 1545.270020
	Iteration 1F: 3 clusters Score -163407.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -163747.906250 Penalty: 1545.270020
	Iteration 2F: 3 clusters Score -163747.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -163990.984375 Penalty: 1545.270020
	Iteration 3F: 3 clusters Score -163991 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -164151.468750 Penalty: 1545.270020
	Iteration 4F: 3 clusters Score -164151.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -164247.640625 Penalty: 1545.270020
	Iteration 5Q: 3 clusters Score -164247.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -164329.593750 Penalty: 1545.270020
	Iteration 6Q: 3 clusters Score -164329.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -164392.515625 Penalty: 1545.270020
	Iteration 7Q: 3 clusters Score -164392.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -164432.531250 Penalty: 1545.270020
	Iteration 8Q: 3 clusters Score -164432.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -164459.062500 Penalty: 1545.270020
	Iteration 9Q: 3 clusters Score -164459.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -164475.218750 Penalty: 1545.270020
	Iteration 10Q: 3 clusters Score -164475.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -164485.609375 Penalty: 1545.270020
	Iteration 11Q: 3 clusters Score -164485.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -164492.125000 Penalty: 1545.270020
	Iteration 12Q: 3 clusters Score -164492.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -164494.593750 Penalty: 1545.270020
	Iteration 13Q: 3 clusters Score -164494.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -164497.281250 Penalty: 1545.270020
	Iteration 14Q: 3 clusters Score -164497.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -164499.281250 Penalty: 1545.270020
	Iteration 15Q: 3 clusters Score -164499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -164501.515625 Penalty: 1545.270020
	Iteration 16Q: 3 clusters Score -164501.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -164503.000000 Penalty: 1545.270020
	Iteration 17Q: 3 clusters Score -164503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -164504.093750 Penalty: 1545.270020
	Iteration 18Q: 3 clusters Score -164504.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -164505.609375 Penalty: 1545.270020
	Iteration 19Q: 3 clusters Score -164505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -164506.437500 Penalty: 1545.270020
	Iteration 20F: 3 clusters Score -164506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -164507.578125 Penalty: 1545.270020
	Iteration 21Q: 3 clusters Score -164507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -164508.484375 Penalty: 1545.270020
	Iteration 22Q: 3 clusters Score -164508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -164508.718750 Penalty: 1545.270020
	Iteration 23Q: 3 clusters Score -164508.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -164508.718750 Penalty: 1545.270020
	Iteration 24F: 3 clusters Score -164508.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -240687.640625 Penalty: 798.318481
	Iteration 0F: 2 clusters Score -240687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -237519.375000 Penalty: 1596.636963
	Iteration 0F: 3 clusters Score -237519.4 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -238811.343750 Penalty: 1596.636963
	Iteration 1F: 3 clusters Score -238811.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -239224.921875 Penalty: 1596.636963
	Iteration 2F: 3 clusters Score -239224.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -239527.687500 Penalty: 1596.636963
	Iteration 3F: 3 clusters Score -239527.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -239754.781250 Penalty: 1596.636963
	Iteration 4F: 3 clusters Score -239754.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -239940.437500 Penalty: 1596.636963
	Iteration 5F: 3 clusters Score -239940.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -240073.359375 Penalty: 1596.636963
	Iteration 6Q: 3 clusters Score -240073.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -240163.156250 Penalty: 1596.636963
	Iteration 7Q: 3 clusters Score -240163.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -240214.921875 Penalty: 1596.636963
	Iteration 8Q: 3 clusters Score -240214.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -240238.250000 Penalty: 1596.636963
	Iteration 9Q: 3 clusters Score -240238.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -240253.406250 Penalty: 1596.636963
	Iteration 10Q: 3 clusters Score -240253.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -240264.750000 Penalty: 1596.636963
	Iteration 11Q: 3 clusters Score -240264.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -240274.546875 Penalty: 1596.636963
	Iteration 12Q: 3 clusters Score -240274.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -240281.500000 Penalty: 1596.636963
	Iteration 13Q: 3 clusters Score -240281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -240284.937500 Penalty: 1596.636963
	Iteration 14Q: 3 clusters Score -240284.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -240287.734375 Penalty: 1596.636963
	Iteration 15Q: 3 clusters Score -240287.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -240288.468750 Penalty: 1596.636963
	Iteration 16Q: 3 clusters Score -240288.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -240289.546875 Penalty: 1596.636963
	Iteration 17Q: 3 clusters Score -240289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -240290.015625 Penalty: 1596.636963
	Iteration 18Q: 3 clusters Score -240290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -240290.078125 Penalty: 1596.636963
	Iteration 19Q: 3 clusters Score -240290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -240290.578125 Penalty: 1596.636963
	Iteration 20F: 3 clusters Score -240290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -240290.375000 Penalty: 1596.636963
	Iteration 21Q: 3 clusters Score -240290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -240291.218750 Penalty: 1596.636963
	Iteration 22Q: 3 clusters Score -240291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -240292.375000 Penalty: 1596.636963
	Iteration 23Q: 3 clusters Score -240292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -240293.250000 Penalty: 1596.636963
	Iteration 24Q: 3 clusters Score -240293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -240294.609375 Penalty: 1596.636963
	Iteration 25Q: 3 clusters Score -240294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -240294.437500 Penalty: 1596.636963
	Iteration 26Q: 3 clusters Score -240294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -240294.437500 Penalty: 1596.636963
	Iteration 27F: 3 clusters Score -240294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -299317.718750 Penalty: 826.231995
	Iteration 0F: 2 clusters Score -299317.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -295138.937500 Penalty: 1652.463989
	Iteration 0F: 3 clusters Score -295138.9 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -296585.343750 Penalty: 1652.463989
	Iteration 1F: 3 clusters Score -296585.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -296792.500000 Penalty: 1652.463989
	Iteration 2F: 3 clusters Score -296792.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -296993.156250 Penalty: 1652.463989
	Iteration 3F: 3 clusters Score -296993.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -297202.281250 Penalty: 1652.463989
	Iteration 4F: 3 clusters Score -297202.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -297400.187500 Penalty: 1652.463989
	Iteration 5Q: 3 clusters Score -297400.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -297603.000000 Penalty: 1652.463989
	Iteration 6Q: 3 clusters Score -297603 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -297798.156250 Penalty: 1652.463989
	Iteration 7Q: 3 clusters Score -297798.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -297973.843750 Penalty: 1652.463989
	Iteration 8Q: 3 clusters Score -297973.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -298131.375000 Penalty: 1652.463989
	Iteration 9Q: 3 clusters Score -298131.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -298240.562500 Penalty: 1652.463989
	Iteration 10Q: 3 clusters Score -298240.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -298305.781250 Penalty: 1652.463989
	Iteration 11Q: 3 clusters Score -298305.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -298363.187500 Penalty: 1652.463989
	Iteration 12Q: 3 clusters Score -298363.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -298407.437500 Penalty: 1652.463989
	Iteration 13Q: 3 clusters Score -298407.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -298450.937500 Penalty: 1652.463989
	Iteration 14Q: 3 clusters Score -298450.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -298489.468750 Penalty: 1652.463989
	Iteration 15Q: 3 clusters Score -298489.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -298524.437500 Penalty: 1652.463989
	Iteration 16Q: 3 clusters Score -298524.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -298553.218750 Penalty: 1652.463989
	Iteration 17Q: 3 clusters Score -298553.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -298582.593750 Penalty: 1652.463989
	Iteration 18Q: 3 clusters Score -298582.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -298609.093750 Penalty: 1652.463989
	Iteration 19Q: 3 clusters Score -298609.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -298639.531250 Penalty: 1652.463989
	Iteration 20F: 3 clusters Score -298639.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -298658.656250 Penalty: 1652.463989
	Iteration 21Q: 3 clusters Score -298658.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -298671.593750 Penalty: 1652.463989
	Iteration 22Q: 3 clusters Score -298671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -298677.031250 Penalty: 1652.463989
	Iteration 23Q: 3 clusters Score -298677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -298677.875000 Penalty: 1652.463989
	Iteration 24Q: 3 clusters Score -298677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -298680.781250 Penalty: 1652.463989
	Iteration 25Q: 3 clusters Score -298680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -298683.531250 Penalty: 1652.463989
	Iteration 26Q: 3 clusters Score -298683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -298687.093750 Penalty: 1652.463989
	Iteration 27Q: 3 clusters Score -298687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -298689.468750 Penalty: 1652.463989
	Iteration 28Q: 3 clusters Score -298689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -298691.375000 Penalty: 1652.463989
	Iteration 29Q: 3 clusters Score -298691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -298691.375000 Penalty: 1652.463989
	Iteration 30F: 3 clusters Score -298691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Entering Unmasked Estep 
Score: -1834452.500000 Penalty: 984.535889
	Iteration 0F: 2 clusters Score -1834452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1813233.250000 Penalty: 1969.071777
	Iteration 0F: 3 clusters Score -1813233 nChanged 14958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1821655.500000 Penalty: 1969.071777
	Iteration 1F: 3 clusters Score -1821656 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1821923.625000 Penalty: 1969.071777
	Iteration 2Q: 3 clusters Score -1821924 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1822211.000000 Penalty: 1969.071777
	Iteration 3Q: 3 clusters Score -1822211 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1822624.750000 Penalty: 1969.071777
	Iteration 4Q: 3 clusters Score -1822625 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1823291.875000 Penalty: 1969.071777
	Iteration 5Q: 3 clusters Score -1823292 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1824408.250000 Penalty: 1969.071777
	Iteration 6F: 3 clusters Score -1824408 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1826210.125000 Penalty: 1969.071777
	Iteration 7F: 3 clusters Score -1826210 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1828436.875000 Penalty: 1969.071777
	Iteration 8F: 3 clusters Score -1828437 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1830519.250000 Penalty: 1969.071777
	Iteration 9F: 3 clusters Score -1830519 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1832088.625000 Penalty: 1969.071777
	Iteration 10F: 3 clusters Score -1832089 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1832978.750000 Penalty: 1969.071777
	Iteration 11Q: 3 clusters Score -1832979 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1833340.500000 Penalty: 1969.071777
	Iteration 12Q: 3 clusters Score -1833340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1833468.125000 Penalty: 1969.071777
	Iteration 13Q: 3 clusters Score -1833468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1833518.500000 Penalty: 1969.071777
	Iteration 14Q: 3 clusters Score -1833518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1833544.250000 Penalty: 1969.071777
	Iteration 15Q: 3 clusters Score -1833544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1833557.125000 Penalty: 1969.071777
	Iteration 16Q: 3 clusters Score -1833557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1833585.375000 Penalty: 1969.071777
	Iteration 17Q: 3 clusters Score -1833585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1833601.750000 Penalty: 1969.071777
	Iteration 18Q: 3 clusters Score -1833602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1833603.875000 Penalty: 1969.071777
	Iteration 19Q: 3 clusters Score -1833604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1833603.875000 Penalty: 1969.071777
	Iteration 20F: 3 clusters Score -1833604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -212321.875000 Penalty: 783.585388
	Iteration 0F: 2 clusters Score -212321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -209505.796875 Penalty: 1567.170776
	Iteration 0F: 3 clusters Score -209505.8 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -210314.343750 Penalty: 1567.170776
	Iteration 1F: 3 clusters Score -210314.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -210435.562500 Penalty: 1567.170776
	Iteration 2F: 3 clusters Score -210435.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -210544.203125 Penalty: 1567.170776
	Iteration 3F: 3 clusters Score -210544.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -210642.453125 Penalty: 1567.170776
	Iteration 4F: 3 clusters Score -210642.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -210731.734375 Penalty: 1567.170776
	Iteration 5Q: 3 clusters Score -210731.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -210831.218750 Penalty: 1567.170776
	Iteration 6Q: 3 clusters Score -210831.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -210922.359375 Penalty: 1567.170776
	Iteration 7Q: 3 clusters Score -210922.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -211011.187500 Penalty: 1567.170776
	Iteration 8Q: 3 clusters Score -211011.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -211105.921875 Penalty: 1567.170776
	Iteration 9Q: 3 clusters Score -211105.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -211209.828125 Penalty: 1567.170776
	Iteration 10Q: 3 clusters Score -211209.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -211295.531250 Penalty: 1567.170776
	Iteration 11Q: 3 clusters Score -211295.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -211374.343750 Penalty: 1567.170776
	Iteration 12Q: 3 clusters Score -211374.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -211432.703125 Penalty: 1567.170776
	Iteration 13Q: 3 clusters Score -211432.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -211489.078125 Penalty: 1567.170776
	Iteration 14Q: 3 clusters Score -211489.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -211522.890625 Penalty: 1567.170776
	Iteration 15Q: 3 clusters Score -211522.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -211556.828125 Penalty: 1567.170776
	Iteration 16Q: 3 clusters Score -211556.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -211581.171875 Penalty: 1567.170776
	Iteration 17Q: 3 clusters Score -211581.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -211592.531250 Penalty: 1567.170776
	Iteration 18Q: 3 clusters Score -211592.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -211603.703125 Penalty: 1567.170776
	Iteration 19Q: 3 clusters Score -211603.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -211618.781250 Penalty: 1567.170776
	Iteration 20F: 3 clusters Score -211618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -211632.093750 Penalty: 1567.170776
	Iteration 21Q: 3 clusters Score -211632.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -211641.984375 Penalty: 1567.170776
	Iteration 22Q: 3 clusters Score -211642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -211656.218750 Penalty: 1567.170776
	Iteration 23Q: 3 clusters Score -211656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -211663.000000 Penalty: 1567.170776
	Iteration 24Q: 3 clusters Score -211663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -211663.437500 Penalty: 1567.170776
	Iteration 25Q: 3 clusters Score -211663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -211664.375000 Penalty: 1567.170776
	Iteration 26Q: 3 clusters Score -211664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -211666.890625 Penalty: 1567.170776
	Iteration 27Q: 3 clusters Score -211666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -211670.000000 Penalty: 1567.170776
	Iteration 28Q: 3 clusters Score -211670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -211672.171875 Penalty: 1567.170776
	Iteration 29Q: 3 clusters Score -211672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -211673.828125 Penalty: 1567.170776
	Iteration 30Q: 3 clusters Score -211673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -211674.156250 Penalty: 1567.170776
	Iteration 31Q: 3 clusters Score -211674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -211675.468750 Penalty: 1567.170776
	Iteration 32Q: 3 clusters Score -211675.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -211675.468750 Penalty: 1567.170776
	Iteration 33F: 3 clusters Score -211675.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Entering Unmasked Estep 
Score: -706069.187500 Penalty: 901.090759
	Iteration 0F: 2 clusters Score -706069.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -697186.125000 Penalty: 1802.181519
	Iteration 0F: 3 clusters Score -697186.1 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -700484.937500 Penalty: 1802.181519
	Iteration 1F: 3 clusters Score -700484.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -700735.125000 Penalty: 1802.181519
	Iteration 2F: 3 clusters Score -700735.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -701003.437500 Penalty: 1802.181519
	Iteration 3F: 3 clusters Score -701003.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -701303.312500 Penalty: 1802.181519
	Iteration 4F: 3 clusters Score -701303.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -701662.437500 Penalty: 1802.181519
	Iteration 5F: 3 clusters Score -701662.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -702154.750000 Penalty: 1802.181519
	Iteration 6F: 3 clusters Score -702154.8 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -702745.562500 Penalty: 1802.181519
	Iteration 7F: 3 clusters Score -702745.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -703414.312500 Penalty: 1802.181519
	Iteration 8F: 3 clusters Score -703414.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -704068.750000 Penalty: 1802.181519
	Iteration 9F: 3 clusters Score -704068.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -704595.187500 Penalty: 1802.181519
	Iteration 10Q: 3 clusters Score -704595.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -704951.250000 Penalty: 1802.181519
	Iteration 11Q: 3 clusters Score -704951.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -705134.500000 Penalty: 1802.181519
	Iteration 12Q: 3 clusters Score -705134.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -705194.562500 Penalty: 1802.181519
	Iteration 13Q: 3 clusters Score -705194.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -705234.562500 Penalty: 1802.181519
	Iteration 14Q: 3 clusters Score -705234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -705254.250000 Penalty: 1802.181519
	Iteration 15Q: 3 clusters Score -705254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -705263.437500 Penalty: 1802.181519
	Iteration 16Q: 3 clusters Score -705263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -705269.625000 Penalty: 1802.181519
	Iteration 17Q: 3 clusters Score -705269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -705271.562500 Penalty: 1802.181519
	Iteration 18Q: 3 clusters Score -705271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -705271.562500 Penalty: 1802.181519
	Iteration 19F: 3 clusters Score -705271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -268260.468750 Penalty: 798.083923
	Iteration 0F: 2 clusters Score -268260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -265016.000000 Penalty: 1596.167847
	Iteration 0F: 3 clusters Score -265016 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -266012.062500 Penalty: 1596.167847
	Iteration 1F: 3 clusters Score -266012.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -266129.906250 Penalty: 1596.167847
	Iteration 2F: 3 clusters Score -266129.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -266230.093750 Penalty: 1596.167847
	Iteration 3Q: 3 clusters Score -266230.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -266334.437500 Penalty: 1596.167847
	Iteration 4Q: 3 clusters Score -266334.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -266433.687500 Penalty: 1596.167847
	Iteration 5Q: 3 clusters Score -266433.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -266527.468750 Penalty: 1596.167847
	Iteration 6Q: 3 clusters Score -266527.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -266634.375000 Penalty: 1596.167847
	Iteration 7Q: 3 clusters Score -266634.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -266757.093750 Penalty: 1596.167847
	Iteration 8Q: 3 clusters Score -266757.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -266906.750000 Penalty: 1596.167847
	Iteration 9Q: 3 clusters Score -266906.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -267055.187500 Penalty: 1596.167847
	Iteration 10Q: 3 clusters Score -267055.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -267184.406250 Penalty: 1596.167847
	Iteration 11Q: 3 clusters Score -267184.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -267289.562500 Penalty: 1596.167847
	Iteration 12Q: 3 clusters Score -267289.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -267379.531250 Penalty: 1596.167847
	Iteration 13Q: 3 clusters Score -267379.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -267437.531250 Penalty: 1596.167847
	Iteration 14Q: 3 clusters Score -267437.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -267474.343750 Penalty: 1596.167847
	Iteration 15Q: 3 clusters Score -267474.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -267493.812500 Penalty: 1596.167847
	Iteration 16Q: 3 clusters Score -267493.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -267515.218750 Penalty: 1596.167847
	Iteration 17Q: 3 clusters Score -267515.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -267533.000000 Penalty: 1596.167847
	Iteration 18Q: 3 clusters Score -267533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -267542.437500 Penalty: 1596.167847
	Iteration 19Q: 3 clusters Score -267542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -267552.406250 Penalty: 1596.167847
	Iteration 20F: 3 clusters Score -267552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -267554.687500 Penalty: 1596.167847
	Iteration 21Q: 3 clusters Score -267554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -267558.187500 Penalty: 1596.167847
	Iteration 22Q: 3 clusters Score -267558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -267566.656250 Penalty: 1596.167847
	Iteration 23Q: 3 clusters Score -267566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -267570.906250 Penalty: 1596.167847
	Iteration 24Q: 3 clusters Score -267570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -267570.906250 Penalty: 1596.167847
	Iteration 25F: 3 clusters Score -267570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -13252.673828 Penalty: 523.391907
	Iteration 0F: 2 clusters Score -13252.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12698.810547 Penalty: 1046.783813
	Iteration 0F: 3 clusters Score -12698.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12782.205078 Penalty: 1046.783813
	Iteration 1F: 3 clusters Score -12782.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12807.993164 Penalty: 1046.783813
	Iteration 2Q: 3 clusters Score -12807.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12809.772461 Penalty: 1046.783813
	Iteration 3Q: 3 clusters Score -12809.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12813.376953 Penalty: 1046.783813
	Iteration 4Q: 3 clusters Score -12813.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12813.376953 Penalty: 1046.783813
	Iteration 5F: 3 clusters Score -12813.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Entering Unmasked Estep 
Score: -838792.000000 Penalty: 911.193726
	Iteration 0F: 2 clusters Score -838792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -828936.937500 Penalty: 1822.387451
	Iteration 0F: 3 clusters Score -828936.9 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -832464.312500 Penalty: 1822.387451
	Iteration 1F: 3 clusters Score -832464.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -832714.875000 Penalty: 1822.387451
	Iteration 2Q: 3 clusters Score -832714.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -833003.312500 Penalty: 1822.387451
	Iteration 3Q: 3 clusters Score -833003.3 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -833411.625000 Penalty: 1822.387451
	Iteration 4F: 3 clusters Score -833411.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -833937.937500 Penalty: 1822.387451
	Iteration 5F: 3 clusters Score -833937.9 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -834597.125000 Penalty: 1822.387451
	Iteration 6F: 3 clusters Score -834597.1 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -835296.312500 Penalty: 1822.387451
	Iteration 7F: 3 clusters Score -835296.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -835991.187500 Penalty: 1822.387451
	Iteration 8F: 3 clusters Score -835991.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -836638.687500 Penalty: 1822.387451
	Iteration 9F: 3 clusters Score -836638.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -837126.500000 Penalty: 1822.387451
	Iteration 10Q: 3 clusters Score -837126.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -837464.437500 Penalty: 1822.387451
	Iteration 11Q: 3 clusters Score -837464.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -837690.437500 Penalty: 1822.387451
	Iteration 12Q: 3 clusters Score -837690.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -837835.937500 Penalty: 1822.387451
	Iteration 13Q: 3 clusters Score -837835.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -837907.187500 Penalty: 1822.387451
	Iteration 14Q: 3 clusters Score -837907.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -837949.750000 Penalty: 1822.387451
	Iteration 15Q: 3 clusters Score -837949.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -837974.250000 Penalty: 1822.387451
	Iteration 16Q: 3 clusters Score -837974.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -837988.437500 Penalty: 1822.387451
	Iteration 17Q: 3 clusters Score -837988.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -837998.250000 Penalty: 1822.387451
	Iteration 18Q: 3 clusters Score -837998.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -838004.562500 Penalty: 1822.387451
	Iteration 19Q: 3 clusters Score -838004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -838007.187500 Penalty: 1822.387451
	Iteration 20F: 3 clusters Score -838007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -838010.562500 Penalty: 1822.387451
	Iteration 21Q: 3 clusters Score -838010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -838011.562500 Penalty: 1822.387451
	Iteration 22Q: 3 clusters Score -838011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -838012.562500 Penalty: 1822.387451
	Iteration 23Q: 3 clusters Score -838012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -838016.437500 Penalty: 1822.387451
	Iteration 24Q: 3 clusters Score -838016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -838022.562500 Penalty: 1822.387451
	Iteration 25Q: 3 clusters Score -838022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -838030.750000 Penalty: 1822.387451
	Iteration 26Q: 3 clusters Score -838030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -838034.750000 Penalty: 1822.387451
	Iteration 27Q: 3 clusters Score -838034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -838035.437500 Penalty: 1822.387451
	Iteration 28Q: 3 clusters Score -838035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -838035.437500 Penalty: 1822.387451
	Iteration 29F: 3 clusters Score -838035.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -118778.695312 Penalty: 729.923340
	Iteration 0F: 2 clusters Score -118778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -116960.914062 Penalty: 1459.846680
	Iteration 0F: 3 clusters Score -116960.9 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -117502.976562 Penalty: 1459.846680
	Iteration 1F: 3 clusters Score -117503 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -117641.296875 Penalty: 1459.846680
	Iteration 2F: 3 clusters Score -117641.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -117761.117188 Penalty: 1459.846680
	Iteration 3F: 3 clusters Score -117761.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -117858.265625 Penalty: 1459.846680
	Iteration 4F: 3 clusters Score -117858.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -117948.054688 Penalty: 1459.846680
	Iteration 5Q: 3 clusters Score -117948.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -118019.828125 Penalty: 1459.846680
	Iteration 6Q: 3 clusters Score -118019.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -118091.718750 Penalty: 1459.846680
	Iteration 7Q: 3 clusters Score -118091.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -118150.609375 Penalty: 1459.846680
	Iteration 8Q: 3 clusters Score -118150.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -118185.117188 Penalty: 1459.846680
	Iteration 9Q: 3 clusters Score -118185.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -118213.140625 Penalty: 1459.846680
	Iteration 10Q: 3 clusters Score -118213.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -118230.203125 Penalty: 1459.846680
	Iteration 11Q: 3 clusters Score -118230.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -118240.484375 Penalty: 1459.846680
	Iteration 12Q: 3 clusters Score -118240.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -118250.328125 Penalty: 1459.846680
	Iteration 13Q: 3 clusters Score -118250.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -118262.148438 Penalty: 1459.846680
	Iteration 14Q: 3 clusters Score -118262.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -118272.054688 Penalty: 1459.846680
	Iteration 15Q: 3 clusters Score -118272.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -118277.710938 Penalty: 1459.846680
	Iteration 16Q: 3 clusters Score -118277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -118279.429688 Penalty: 1459.846680
	Iteration 17Q: 3 clusters Score -118279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -118280.867188 Penalty: 1459.846680
	Iteration 18Q: 3 clusters Score -118280.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -118283.945312 Penalty: 1459.846680
	Iteration 19Q: 3 clusters Score -118283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -118286.828125 Penalty: 1459.846680
	Iteration 20F: 3 clusters Score -118286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -118291.937500 Penalty: 1459.846680
	Iteration 21Q: 3 clusters Score -118291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -118294.585938 Penalty: 1459.846680
	Iteration 22Q: 3 clusters Score -118294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -118296.453125 Penalty: 1459.846680
	Iteration 23Q: 3 clusters Score -118296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -118296.453125 Penalty: 1459.846680
	Iteration 24F: 3 clusters Score -118296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -193181.140625 Penalty: 787.839661
	Iteration 0F: 2 clusters Score -193181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -190290.890625 Penalty: 1575.679321
	Iteration 0F: 3 clusters Score -190290.9 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -191572.984375 Penalty: 1575.679321
	Iteration 1F: 3 clusters Score -191573 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -191968.125000 Penalty: 1575.679321
	Iteration 2F: 3 clusters Score -191968.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -192304.218750 Penalty: 1575.679321
	Iteration 3F: 3 clusters Score -192304.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -192540.000000 Penalty: 1575.679321
	Iteration 4F: 3 clusters Score -192540 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -192676.015625 Penalty: 1575.679321
	Iteration 5Q: 3 clusters Score -192676 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -192773.953125 Penalty: 1575.679321
	Iteration 6Q: 3 clusters Score -192774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -192841.562500 Penalty: 1575.679321
	Iteration 7Q: 3 clusters Score -192841.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -192868.890625 Penalty: 1575.679321
	Iteration 8Q: 3 clusters Score -192868.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -192888.968750 Penalty: 1575.679321
	Iteration 9Q: 3 clusters Score -192889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -192905.843750 Penalty: 1575.679321
	Iteration 10Q: 3 clusters Score -192905.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -192921.390625 Penalty: 1575.679321
	Iteration 11Q: 3 clusters Score -192921.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -192931.328125 Penalty: 1575.679321
	Iteration 12Q: 3 clusters Score -192931.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -192946.578125 Penalty: 1575.679321
	Iteration 13Q: 3 clusters Score -192946.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192964.546875 Penalty: 1575.679321
	Iteration 14Q: 3 clusters Score -192964.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -192977.625000 Penalty: 1575.679321
	Iteration 15Q: 3 clusters Score -192977.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -192986.046875 Penalty: 1575.679321
	Iteration 16Q: 3 clusters Score -192986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -192996.328125 Penalty: 1575.679321
	Iteration 17Q: 3 clusters Score -192996.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -193006.812500 Penalty: 1575.679321
	Iteration 18Q: 3 clusters Score -193006.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -193013.578125 Penalty: 1575.679321
	Iteration 19Q: 3 clusters Score -193013.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -193053.234375 Penalty: 1575.679321
	Iteration 20F: 3 clusters Score -193053.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -193085.375000 Penalty: 1575.679321
	Iteration 21Q: 3 clusters Score -193085.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -193107.640625 Penalty: 1575.679321
	Iteration 22Q: 3 clusters Score -193107.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -193118.937500 Penalty: 1575.679321
	Iteration 23Q: 3 clusters Score -193118.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -193127.375000 Penalty: 1575.679321
	Iteration 24Q: 3 clusters Score -193127.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -193135.468750 Penalty: 1575.679321
	Iteration 25Q: 3 clusters Score -193135.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -193143.343750 Penalty: 1575.679321
	Iteration 26Q: 3 clusters Score -193143.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -193148.953125 Penalty: 1575.679321
	Iteration 27Q: 3 clusters Score -193149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -193153.703125 Penalty: 1575.679321
	Iteration 28Q: 3 clusters Score -193153.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -193155.312500 Penalty: 1575.679321
	Iteration 29Q: 3 clusters Score -193155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -193156.000000 Penalty: 1575.679321
	Iteration 30Q: 3 clusters Score -193156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -193156.000000 Penalty: 1575.679321
	Iteration 31F: 3 clusters Score -193156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Entering Unmasked Estep 
Score: -1332035.375000 Penalty: 960.929260
	Iteration 0F: 2 clusters Score -1332035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1315566.250000 Penalty: 1921.858521
	Iteration 0F: 3 clusters Score -1315566 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1322065.750000 Penalty: 1921.858521
	Iteration 1F: 3 clusters Score -1322066 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1322563.000000 Penalty: 1921.858521
	Iteration 2Q: 3 clusters Score -1322563 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1323220.750000 Penalty: 1921.858521
	Iteration 3F: 3 clusters Score -1323221 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1324011.375000 Penalty: 1921.858521
	Iteration 4F: 3 clusters Score -1324011 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1324806.875000 Penalty: 1921.858521
	Iteration 5F: 3 clusters Score -1324807 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1325477.625000 Penalty: 1921.858521
	Iteration 6F: 3 clusters Score -1325478 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1326033.625000 Penalty: 1921.858521
	Iteration 7Q: 3 clusters Score -1326034 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1326514.500000 Penalty: 1921.858521
	Iteration 8Q: 3 clusters Score -1326514 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1326928.750000 Penalty: 1921.858521
	Iteration 9Q: 3 clusters Score -1326929 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1327299.125000 Penalty: 1921.858521
	Iteration 10Q: 3 clusters Score -1327299 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1327605.000000 Penalty: 1921.858521
	Iteration 11Q: 3 clusters Score -1327605 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1327839.250000 Penalty: 1921.858521
	Iteration 12Q: 3 clusters Score -1327839 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1327982.250000 Penalty: 1921.858521
	Iteration 13Q: 3 clusters Score -1327982 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1328081.000000 Penalty: 1921.858521
	Iteration 14Q: 3 clusters Score -1328081 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1328172.375000 Penalty: 1921.858521
	Iteration 15Q: 3 clusters Score -1328172 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1328263.625000 Penalty: 1921.858521
	Iteration 16Q: 3 clusters Score -1328264 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1328353.250000 Penalty: 1921.858521
	Iteration 17Q: 3 clusters Score -1328353 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1328434.125000 Penalty: 1921.858521
	Iteration 18Q: 3 clusters Score -1328434 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1328507.750000 Penalty: 1921.858521
	Iteration 19Q: 3 clusters Score -1328508 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1328592.625000 Penalty: 1921.858521
	Iteration 20F: 3 clusters Score -1328593 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1328682.875000 Penalty: 1921.858521
	Iteration 21Q: 3 clusters Score -1328683 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1328794.625000 Penalty: 1921.858521
	Iteration 22Q: 3 clusters Score -1328795 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1328956.000000 Penalty: 1921.858521
	Iteration 23Q: 3 clusters Score -1328956 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1329171.000000 Penalty: 1921.858521
	Iteration 24Q: 3 clusters Score -1329171 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1329400.625000 Penalty: 1921.858521
	Iteration 25Q: 3 clusters Score -1329401 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1329652.875000 Penalty: 1921.858521
	Iteration 26Q: 3 clusters Score -1329653 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1329913.125000 Penalty: 1921.858521
	Iteration 27Q: 3 clusters Score -1329913 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1330224.375000 Penalty: 1921.858521
	Iteration 28Q: 3 clusters Score -1330224 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1330502.750000 Penalty: 1921.858521
	Iteration 29Q: 3 clusters Score -1330503 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1330701.125000 Penalty: 1921.858521
	Iteration 30Q: 3 clusters Score -1330701 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1330806.750000 Penalty: 1921.858521
	Iteration 31Q: 3 clusters Score -1330807 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1330885.625000 Penalty: 1921.858521
	Iteration 32Q: 3 clusters Score -1330886 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1330933.125000 Penalty: 1921.858521
	Iteration 33Q: 3 clusters Score -1330933 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1330967.375000 Penalty: 1921.858521
	Iteration 34Q: 3 clusters Score -1330967 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1330994.875000 Penalty: 1921.858521
	Iteration 35Q: 3 clusters Score -1330995 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1331015.125000 Penalty: 1921.858521
	Iteration 36Q: 3 clusters Score -1331015 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1331028.125000 Penalty: 1921.858521
	Iteration 37Q: 3 clusters Score -1331028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1331041.875000 Penalty: 1921.858521
	Iteration 38Q: 3 clusters Score -1331042 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1331050.875000 Penalty: 1921.858521
	Iteration 39Q: 3 clusters Score -1331051 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1331070.500000 Penalty: 1921.858521
	Iteration 40F: 3 clusters Score -1331070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1331075.750000 Penalty: 1921.858521
	Iteration 41Q: 3 clusters Score -1331076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1331082.750000 Penalty: 1921.858521
	Iteration 42Q: 3 clusters Score -1331083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1331093.875000 Penalty: 1921.858521
	Iteration 43Q: 3 clusters Score -1331094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1331101.875000 Penalty: 1921.858521
	Iteration 44Q: 3 clusters Score -1331102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1331104.125000 Penalty: 1921.858521
	Iteration 45Q: 3 clusters Score -1331104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1331114.000000 Penalty: 1921.858521
	Iteration 46Q: 3 clusters Score -1331114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1331126.750000 Penalty: 1921.858521
	Iteration 47Q: 3 clusters Score -1331127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1331135.500000 Penalty: 1921.858521
	Iteration 48Q: 3 clusters Score -1331136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1331145.250000 Penalty: 1921.858521
	Iteration 49Q: 3 clusters Score -1331145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1331152.000000 Penalty: 1921.858521
	Iteration 50Q: 3 clusters Score -1331152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1331160.125000 Penalty: 1921.858521
	Iteration 51Q: 3 clusters Score -1331160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1331169.375000 Penalty: 1921.858521
	Iteration 52Q: 3 clusters Score -1331169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1331174.625000 Penalty: 1921.858521
	Iteration 53Q: 3 clusters Score -1331175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1331183.375000 Penalty: 1921.858521
	Iteration 54Q: 3 clusters Score -1331183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1331192.500000 Penalty: 1921.858521
	Iteration 55Q: 3 clusters Score -1331192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1331205.500000 Penalty: 1921.858521
	Iteration 56Q: 3 clusters Score -1331206 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1331217.000000 Penalty: 1921.858521
	Iteration 57Q: 3 clusters Score -1331217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1331226.750000 Penalty: 1921.858521
	Iteration 58Q: 3 clusters Score -1331227 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1331234.500000 Penalty: 1921.858521
	Iteration 59Q: 3 clusters Score -1331234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1331248.125000 Penalty: 1921.858521
	Iteration 60F: 3 clusters Score -1331248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1331255.750000 Penalty: 1921.858521
	Iteration 61Q: 3 clusters Score -1331256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1331266.000000 Penalty: 1921.858521
	Iteration 62Q: 3 clusters Score -1331266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1331283.625000 Penalty: 1921.858521
	Iteration 63Q: 3 clusters Score -1331284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1331311.500000 Penalty: 1921.858521
	Iteration 64Q: 3 clusters Score -1331312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1331327.500000 Penalty: 1921.858521
	Iteration 65Q: 3 clusters Score -1331328 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1331353.750000 Penalty: 1921.858521
	Iteration 66Q: 3 clusters Score -1331354 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1331377.000000 Penalty: 1921.858521
	Iteration 67Q: 3 clusters Score -1331377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1331395.750000 Penalty: 1921.858521
	Iteration 68Q: 3 clusters Score -1331396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1331415.500000 Penalty: 1921.858521
	Iteration 69Q: 3 clusters Score -1331416 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1331438.500000 Penalty: 1921.858521
	Iteration 70Q: 3 clusters Score -1331438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1331461.000000 Penalty: 1921.858521
	Iteration 71Q: 3 clusters Score -1331461 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1331488.250000 Penalty: 1921.858521
	Iteration 72Q: 3 clusters Score -1331488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1331511.875000 Penalty: 1921.858521
	Iteration 73Q: 3 clusters Score -1331512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1331527.000000 Penalty: 1921.858521
	Iteration 74Q: 3 clusters Score -1331527 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1331546.750000 Penalty: 1921.858521
	Iteration 75Q: 3 clusters Score -1331547 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1331569.875000 Penalty: 1921.858521
	Iteration 76Q: 3 clusters Score -1331570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1331586.750000 Penalty: 1921.858521
	Iteration 77Q: 3 clusters Score -1331587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1331599.750000 Penalty: 1921.858521
	Iteration 78Q: 3 clusters Score -1331600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1331613.750000 Penalty: 1921.858521
	Iteration 79Q: 3 clusters Score -1331614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1331631.625000 Penalty: 1921.858521
	Iteration 80F: 3 clusters Score -1331632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1331662.500000 Penalty: 1921.858521
	Iteration 81Q: 3 clusters Score -1331662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1331694.375000 Penalty: 1921.858521
	Iteration 82Q: 3 clusters Score -1331694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1331733.500000 Penalty: 1921.858521
	Iteration 83Q: 3 clusters Score -1331734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1331773.375000 Penalty: 1921.858521
	Iteration 84Q: 3 clusters Score -1331773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1331795.625000 Penalty: 1921.858521
	Iteration 85Q: 3 clusters Score -1331796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1331809.875000 Penalty: 1921.858521
	Iteration 86Q: 3 clusters Score -1331810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1331829.375000 Penalty: 1921.858521
	Iteration 87Q: 3 clusters Score -1331829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1331842.375000 Penalty: 1921.858521
	Iteration 88Q: 3 clusters Score -1331842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1331848.250000 Penalty: 1921.858521
	Iteration 89Q: 3 clusters Score -1331848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1331853.375000 Penalty: 1921.858521
	Iteration 90Q: 3 clusters Score -1331853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1331855.500000 Penalty: 1921.858521
	Iteration 91Q: 3 clusters Score -1331856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1331857.500000 Penalty: 1921.858521
	Iteration 92Q: 3 clusters Score -1331858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1331858.250000 Penalty: 1921.858521
	Iteration 93Q: 3 clusters Score -1331858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1331860.875000 Penalty: 1921.858521
	Iteration 94Q: 3 clusters Score -1331861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1331862.250000 Penalty: 1921.858521
	Iteration 95Q: 3 clusters Score -1331862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1331862.125000 Penalty: 1921.858521
	Iteration 96Q: 3 clusters Score -1331862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1331862.750000 Penalty: 1921.858521
	Iteration 97Q: 3 clusters Score -1331863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1331865.250000 Penalty: 1921.858521
	Iteration 98Q: 3 clusters Score -1331865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1331866.000000 Penalty: 1921.858521
	Iteration 99Q: 3 clusters Score -1331866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1331865.750000 Penalty: 1921.858521
	Iteration 100F: 3 clusters Score -1331866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1331867.375000 Penalty: 1921.858521
	Iteration 101Q: 3 clusters Score -1331867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1331866.500000 Penalty: 1921.858521
	Iteration 102Q: 3 clusters Score -1331866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1331868.500000 Penalty: 1921.858521
	Iteration 103Q: 3 clusters Score -1331868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1331867.500000 Penalty: 1921.858521
	Iteration 104Q: 3 clusters Score -1331868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1331868.125000 Penalty: 1921.858521
	Iteration 105Q: 3 clusters Score -1331868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1331868.375000 Penalty: 1921.858521
	Iteration 106Q: 3 clusters Score -1331868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1331868.375000 Penalty: 1921.858521
	Iteration 107Q: 3 clusters Score -1331868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1331869.125000 Penalty: 1921.858521
	Iteration 108Q: 3 clusters Score -1331869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1331870.250000 Penalty: 1921.858521
	Iteration 109Q: 3 clusters Score -1331870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1331873.375000 Penalty: 1921.858521
	Iteration 110Q: 3 clusters Score -1331873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1331873.500000 Penalty: 1921.858521
	Iteration 111Q: 3 clusters Score -1331874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1331876.250000 Penalty: 1921.858521
	Iteration 112Q: 3 clusters Score -1331876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1331876.750000 Penalty: 1921.858521
	Iteration 113Q: 3 clusters Score -1331877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1331881.625000 Penalty: 1921.858521
	Iteration 114Q: 3 clusters Score -1331882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1331881.625000 Penalty: 1921.858521
	Iteration 115Q: 3 clusters Score -1331882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1331882.500000 Penalty: 1921.858521
	Iteration 116Q: 3 clusters Score -1331882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1331882.500000 Penalty: 1921.858521
	Iteration 117F: 3 clusters Score -1331882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Entering Unmasked Estep 
Score: -614136.062500 Penalty: 899.188049
	Iteration 0F: 2 clusters Score -614136.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -605395.187500 Penalty: 1798.376099
	Iteration 0F: 3 clusters Score -605395.2 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -608720.187500 Penalty: 1798.376099
	Iteration 1F: 3 clusters Score -608720.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -609013.437500 Penalty: 1798.376099
	Iteration 2F: 3 clusters Score -609013.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -609310.625000 Penalty: 1798.376099
	Iteration 3F: 3 clusters Score -609310.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -609593.750000 Penalty: 1798.376099
	Iteration 4Q: 3 clusters Score -609593.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -609861.375000 Penalty: 1798.376099
	Iteration 5Q: 3 clusters Score -609861.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -610158.125000 Penalty: 1798.376099
	Iteration 6Q: 3 clusters Score -610158.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -610495.687500 Penalty: 1798.376099
	Iteration 7Q: 3 clusters Score -610495.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -610858.250000 Penalty: 1798.376099
	Iteration 8Q: 3 clusters Score -610858.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -611164.937500 Penalty: 1798.376099
	Iteration 9Q: 3 clusters Score -611164.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -611424.250000 Penalty: 1798.376099
	Iteration 10Q: 3 clusters Score -611424.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -611654.437500 Penalty: 1798.376099
	Iteration 11Q: 3 clusters Score -611654.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -611855.187500 Penalty: 1798.376099
	Iteration 12Q: 3 clusters Score -611855.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -612007.375000 Penalty: 1798.376099
	Iteration 13Q: 3 clusters Score -612007.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -612106.375000 Penalty: 1798.376099
	Iteration 14Q: 3 clusters Score -612106.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -612167.750000 Penalty: 1798.376099
	Iteration 15Q: 3 clusters Score -612167.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -612200.625000 Penalty: 1798.376099
	Iteration 16Q: 3 clusters Score -612200.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -612226.437500 Penalty: 1798.376099
	Iteration 17Q: 3 clusters Score -612226.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -612248.875000 Penalty: 1798.376099
	Iteration 18Q: 3 clusters Score -612248.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -612266.187500 Penalty: 1798.376099
	Iteration 19Q: 3 clusters Score -612266.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -612277.625000 Penalty: 1798.376099
	Iteration 20F: 3 clusters Score -612277.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -612292.687500 Penalty: 1798.376099
	Iteration 21Q: 3 clusters Score -612292.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -612301.562500 Penalty: 1798.376099
	Iteration 22Q: 3 clusters Score -612301.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -612309.062500 Penalty: 1798.376099
	Iteration 23Q: 3 clusters Score -612309.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -612318.625000 Penalty: 1798.376099
	Iteration 24Q: 3 clusters Score -612318.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -612321.000000 Penalty: 1798.376099
	Iteration 25Q: 3 clusters Score -612321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -612325.750000 Penalty: 1798.376099
	Iteration 26Q: 3 clusters Score -612325.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -612329.812500 Penalty: 1798.376099
	Iteration 27Q: 3 clusters Score -612329.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -612331.125000 Penalty: 1798.376099
	Iteration 28Q: 3 clusters Score -612331.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -612335.062500 Penalty: 1798.376099
	Iteration 29Q: 3 clusters Score -612335.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -612338.000000 Penalty: 1798.376099
	Iteration 30Q: 3 clusters Score -612338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -612341.937500 Penalty: 1798.376099
	Iteration 31Q: 3 clusters Score -612341.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -612345.687500 Penalty: 1798.376099
	Iteration 32Q: 3 clusters Score -612345.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -612351.875000 Penalty: 1798.376099
	Iteration 33Q: 3 clusters Score -612351.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -612358.312500 Penalty: 1798.376099
	Iteration 34Q: 3 clusters Score -612358.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -612362.000000 Penalty: 1798.376099
	Iteration 35Q: 3 clusters Score -612362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -612366.187500 Penalty: 1798.376099
	Iteration 36Q: 3 clusters Score -612366.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -612371.062500 Penalty: 1798.376099
	Iteration 37Q: 3 clusters Score -612371.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -612376.812500 Penalty: 1798.376099
	Iteration 38Q: 3 clusters Score -612376.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -612383.875000 Penalty: 1798.376099
	Iteration 39Q: 3 clusters Score -612383.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -612394.875000 Penalty: 1798.376099
	Iteration 40F: 3 clusters Score -612394.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -612403.687500 Penalty: 1798.376099
	Iteration 41Q: 3 clusters Score -612403.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -612415.687500 Penalty: 1798.376099
	Iteration 42Q: 3 clusters Score -612415.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -612423.875000 Penalty: 1798.376099
	Iteration 43Q: 3 clusters Score -612423.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -612433.937500 Penalty: 1798.376099
	Iteration 44Q: 3 clusters Score -612433.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -612441.187500 Penalty: 1798.376099
	Iteration 45Q: 3 clusters Score -612441.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -612449.562500 Penalty: 1798.376099
	Iteration 46Q: 3 clusters Score -612449.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -612454.312500 Penalty: 1798.376099
	Iteration 47Q: 3 clusters Score -612454.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -612461.562500 Penalty: 1798.376099
	Iteration 48Q: 3 clusters Score -612461.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -612465.625000 Penalty: 1798.376099
	Iteration 49Q: 3 clusters Score -612465.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -612469.812500 Penalty: 1798.376099
	Iteration 50Q: 3 clusters Score -612469.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -612473.125000 Penalty: 1798.376099
	Iteration 51Q: 3 clusters Score -612473.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -612471.562500 Penalty: 1798.376099
	Iteration 52Q: 3 clusters Score -612471.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -612473.937500 Penalty: 1798.376099
	Iteration 53Q: 3 clusters Score -612473.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -612476.125000 Penalty: 1798.376099
	Iteration 54Q: 3 clusters Score -612476.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -612479.500000 Penalty: 1798.376099
	Iteration 55Q: 3 clusters Score -612479.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -612481.250000 Penalty: 1798.376099
	Iteration 56Q: 3 clusters Score -612481.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -612480.500000 Penalty: 1798.376099
	Iteration 57Q: 3 clusters Score -612480.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -612481.250000 Penalty: 1798.376099
	Iteration 58Q: 3 clusters Score -612481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -612482.500000 Penalty: 1798.376099
	Iteration 59Q: 3 clusters Score -612482.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -612484.187500 Penalty: 1798.376099
	Iteration 60F: 3 clusters Score -612484.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -612484.437500 Penalty: 1798.376099
	Iteration 61Q: 3 clusters Score -612484.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -612487.375000 Penalty: 1798.376099
	Iteration 62Q: 3 clusters Score -612487.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -612488.937500 Penalty: 1798.376099
	Iteration 63Q: 3 clusters Score -612488.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -612490.875000 Penalty: 1798.376099
	Iteration 64Q: 3 clusters Score -612490.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -612492.500000 Penalty: 1798.376099
	Iteration 65Q: 3 clusters Score -612492.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -612498.250000 Penalty: 1798.376099
	Iteration 66Q: 3 clusters Score -612498.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -612501.625000 Penalty: 1798.376099
	Iteration 67Q: 3 clusters Score -612501.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -612505.312500 Penalty: 1798.376099
	Iteration 68Q: 3 clusters Score -612505.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -612514.437500 Penalty: 1798.376099
	Iteration 69Q: 3 clusters Score -612514.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -612521.625000 Penalty: 1798.376099
	Iteration 70Q: 3 clusters Score -612521.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -612530.687500 Penalty: 1798.376099
	Iteration 71Q: 3 clusters Score -612530.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -612541.687500 Penalty: 1798.376099
	Iteration 72Q: 3 clusters Score -612541.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -612556.937500 Penalty: 1798.376099
	Iteration 73Q: 3 clusters Score -612556.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -612573.500000 Penalty: 1798.376099
	Iteration 74Q: 3 clusters Score -612573.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -612587.937500 Penalty: 1798.376099
	Iteration 75Q: 3 clusters Score -612587.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -612603.125000 Penalty: 1798.376099
	Iteration 76Q: 3 clusters Score -612603.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -612626.937500 Penalty: 1798.376099
	Iteration 77Q: 3 clusters Score -612626.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -612656.062500 Penalty: 1798.376099
	Iteration 78Q: 3 clusters Score -612656.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -612682.062500 Penalty: 1798.376099
	Iteration 79Q: 3 clusters Score -612682.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -612710.812500 Penalty: 1798.376099
	Iteration 80F: 3 clusters Score -612710.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -612751.187500 Penalty: 1798.376099
	Iteration 81Q: 3 clusters Score -612751.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -612803.312500 Penalty: 1798.376099
	Iteration 82Q: 3 clusters Score -612803.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -612852.125000 Penalty: 1798.376099
	Iteration 83Q: 3 clusters Score -612852.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -612915.000000 Penalty: 1798.376099
	Iteration 84Q: 3 clusters Score -612915 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -612966.437500 Penalty: 1798.376099
	Iteration 85Q: 3 clusters Score -612966.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -613015.000000 Penalty: 1798.376099
	Iteration 86Q: 3 clusters Score -613015 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -613066.250000 Penalty: 1798.376099
	Iteration 87Q: 3 clusters Score -613066.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -613112.437500 Penalty: 1798.376099
	Iteration 88Q: 3 clusters Score -613112.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -613159.750000 Penalty: 1798.376099
	Iteration 89Q: 3 clusters Score -613159.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -613212.562500 Penalty: 1798.376099
	Iteration 90Q: 3 clusters Score -613212.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -613259.750000 Penalty: 1798.376099
	Iteration 91Q: 3 clusters Score -613259.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -613309.000000 Penalty: 1798.376099
	Iteration 92Q: 3 clusters Score -613309 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -613352.750000 Penalty: 1798.376099
	Iteration 93Q: 3 clusters Score -613352.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -613385.187500 Penalty: 1798.376099
	Iteration 94Q: 3 clusters Score -613385.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -613420.000000 Penalty: 1798.376099
	Iteration 95Q: 3 clusters Score -613420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -613448.687500 Penalty: 1798.376099
	Iteration 96Q: 3 clusters Score -613448.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -613478.062500 Penalty: 1798.376099
	Iteration 97Q: 3 clusters Score -613478.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -613498.687500 Penalty: 1798.376099
	Iteration 98Q: 3 clusters Score -613498.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -613519.937500 Penalty: 1798.376099
	Iteration 99Q: 3 clusters Score -613519.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -613537.875000 Penalty: 1798.376099
	Iteration 100F: 3 clusters Score -613537.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -613554.312500 Penalty: 1798.376099
	Iteration 101Q: 3 clusters Score -613554.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -613567.437500 Penalty: 1798.376099
	Iteration 102Q: 3 clusters Score -613567.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -613578.500000 Penalty: 1798.376099
	Iteration 103Q: 3 clusters Score -613578.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -613589.500000 Penalty: 1798.376099
	Iteration 104Q: 3 clusters Score -613589.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -613598.562500 Penalty: 1798.376099
	Iteration 105Q: 3 clusters Score -613598.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -613605.562500 Penalty: 1798.376099
	Iteration 106Q: 3 clusters Score -613605.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -613609.750000 Penalty: 1798.376099
	Iteration 107Q: 3 clusters Score -613609.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -613612.625000 Penalty: 1798.376099
	Iteration 108Q: 3 clusters Score -613612.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -613616.875000 Penalty: 1798.376099
	Iteration 109Q: 3 clusters Score -613616.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -613622.312500 Penalty: 1798.376099
	Iteration 110Q: 3 clusters Score -613622.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -613625.625000 Penalty: 1798.376099
	Iteration 111Q: 3 clusters Score -613625.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -613628.500000 Penalty: 1798.376099
	Iteration 112Q: 3 clusters Score -613628.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -613632.687500 Penalty: 1798.376099
	Iteration 113Q: 3 clusters Score -613632.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -613634.562500 Penalty: 1798.376099
	Iteration 114Q: 3 clusters Score -613634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -613639.625000 Penalty: 1798.376099
	Iteration 115Q: 3 clusters Score -613639.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -613643.875000 Penalty: 1798.376099
	Iteration 116Q: 3 clusters Score -613643.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -613645.062500 Penalty: 1798.376099
	Iteration 117Q: 3 clusters Score -613645.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -613648.250000 Penalty: 1798.376099
	Iteration 118Q: 3 clusters Score -613648.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -613650.812500 Penalty: 1798.376099
	Iteration 119Q: 3 clusters Score -613650.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -613652.562500 Penalty: 1798.376099
	Iteration 120F: 3 clusters Score -613652.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -613656.062500 Penalty: 1798.376099
	Iteration 121Q: 3 clusters Score -613656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -613662.062500 Penalty: 1798.376099
	Iteration 122Q: 3 clusters Score -613662.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -613662.562500 Penalty: 1798.376099
	Iteration 123Q: 3 clusters Score -613662.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -613664.375000 Penalty: 1798.376099
	Iteration 124Q: 3 clusters Score -613664.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -613669.500000 Penalty: 1798.376099
	Iteration 125Q: 3 clusters Score -613669.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -613670.750000 Penalty: 1798.376099
	Iteration 126Q: 3 clusters Score -613670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -613675.125000 Penalty: 1798.376099
	Iteration 127Q: 3 clusters Score -613675.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -613677.562500 Penalty: 1798.376099
	Iteration 128Q: 3 clusters Score -613677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -613680.937500 Penalty: 1798.376099
	Iteration 129Q: 3 clusters Score -613680.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -613680.750000 Penalty: 1798.376099
	Iteration 130Q: 3 clusters Score -613680.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -613684.562500 Penalty: 1798.376099
	Iteration 131Q: 3 clusters Score -613684.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -613686.375000 Penalty: 1798.376099
	Iteration 132Q: 3 clusters Score -613686.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -613690.937500 Penalty: 1798.376099
	Iteration 133Q: 3 clusters Score -613690.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -613693.312500 Penalty: 1798.376099
	Iteration 134Q: 3 clusters Score -613693.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -613693.437500 Penalty: 1798.376099
	Iteration 135Q: 3 clusters Score -613693.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -613696.187500 Penalty: 1798.376099
	Iteration 136Q: 3 clusters Score -613696.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -613698.062500 Penalty: 1798.376099
	Iteration 137Q: 3 clusters Score -613698.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -613697.250000 Penalty: 1798.376099
	Iteration 138Q: 3 clusters Score -613697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -613701.750000 Penalty: 1798.376099
	Iteration 139Q: 3 clusters Score -613701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -613703.500000 Penalty: 1798.376099
	Iteration 140F: 3 clusters Score -613703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -613706.375000 Penalty: 1798.376099
	Iteration 141Q: 3 clusters Score -613706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -613707.250000 Penalty: 1798.376099
	Iteration 142Q: 3 clusters Score -613707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -613707.125000 Penalty: 1798.376099
	Iteration 143Q: 3 clusters Score -613707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -613707.625000 Penalty: 1798.376099
	Iteration 144Q: 3 clusters Score -613707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -613707.187500 Penalty: 1798.376099
	Iteration 145Q: 3 clusters Score -613707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -613707.187500 Penalty: 1798.376099
	Iteration 146F: 3 clusters Score -613707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -277923.937500 Penalty: 817.093384
	Iteration 0F: 2 clusters Score -277923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -274012.843750 Penalty: 1634.186768
	Iteration 0F: 3 clusters Score -274012.8 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -275192.718750 Penalty: 1634.186768
	Iteration 1F: 3 clusters Score -275192.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -275340.906250 Penalty: 1634.186768
	Iteration 2F: 3 clusters Score -275340.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -275446.593750 Penalty: 1634.186768
	Iteration 3Q: 3 clusters Score -275446.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -275528.343750 Penalty: 1634.186768
	Iteration 4Q: 3 clusters Score -275528.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -275606.468750 Penalty: 1634.186768
	Iteration 5Q: 3 clusters Score -275606.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -275677.500000 Penalty: 1634.186768
	Iteration 6Q: 3 clusters Score -275677.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -275760.406250 Penalty: 1634.186768
	Iteration 7Q: 3 clusters Score -275760.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -275855.125000 Penalty: 1634.186768
	Iteration 8Q: 3 clusters Score -275855.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -275943.875000 Penalty: 1634.186768
	Iteration 9Q: 3 clusters Score -275943.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -276024.562500 Penalty: 1634.186768
	Iteration 10Q: 3 clusters Score -276024.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -276116.906250 Penalty: 1634.186768
	Iteration 11Q: 3 clusters Score -276116.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -276246.031250 Penalty: 1634.186768
	Iteration 12Q: 3 clusters Score -276246 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -276382.281250 Penalty: 1634.186768
	Iteration 13Q: 3 clusters Score -276382.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -276508.000000 Penalty: 1634.186768
	Iteration 14Q: 3 clusters Score -276508 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -276631.687500 Penalty: 1634.186768
	Iteration 15Q: 3 clusters Score -276631.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -276731.093750 Penalty: 1634.186768
	Iteration 16Q: 3 clusters Score -276731.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -276810.593750 Penalty: 1634.186768
	Iteration 17Q: 3 clusters Score -276810.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -276861.968750 Penalty: 1634.186768
	Iteration 18Q: 3 clusters Score -276862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -276903.843750 Penalty: 1634.186768
	Iteration 19Q: 3 clusters Score -276903.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -276942.468750 Penalty: 1634.186768
	Iteration 20F: 3 clusters Score -276942.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -276972.593750 Penalty: 1634.186768
	Iteration 21Q: 3 clusters Score -276972.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -276999.875000 Penalty: 1634.186768
	Iteration 22Q: 3 clusters Score -276999.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -277026.906250 Penalty: 1634.186768
	Iteration 23Q: 3 clusters Score -277026.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -277055.218750 Penalty: 1634.186768
	Iteration 24Q: 3 clusters Score -277055.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -277079.625000 Penalty: 1634.186768
	Iteration 25Q: 3 clusters Score -277079.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -277112.562500 Penalty: 1634.186768
	Iteration 26Q: 3 clusters Score -277112.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -277136.343750 Penalty: 1634.186768
	Iteration 27Q: 3 clusters Score -277136.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -277150.250000 Penalty: 1634.186768
	Iteration 28Q: 3 clusters Score -277150.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -277162.656250 Penalty: 1634.186768
	Iteration 29Q: 3 clusters Score -277162.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -277172.437500 Penalty: 1634.186768
	Iteration 30Q: 3 clusters Score -277172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -277178.687500 Penalty: 1634.186768
	Iteration 31Q: 3 clusters Score -277178.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -277187.875000 Penalty: 1634.186768
	Iteration 32Q: 3 clusters Score -277187.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -277193.187500 Penalty: 1634.186768
	Iteration 33Q: 3 clusters Score -277193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -277196.156250 Penalty: 1634.186768
	Iteration 34Q: 3 clusters Score -277196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -277197.968750 Penalty: 1634.186768
	Iteration 35Q: 3 clusters Score -277198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -277200.531250 Penalty: 1634.186768
	Iteration 36Q: 3 clusters Score -277200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -277204.125000 Penalty: 1634.186768
	Iteration 37Q: 3 clusters Score -277204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -277206.468750 Penalty: 1634.186768
	Iteration 38Q: 3 clusters Score -277206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -277209.968750 Penalty: 1634.186768
	Iteration 39Q: 3 clusters Score -277210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -277214.281250 Penalty: 1634.186768
	Iteration 40F: 3 clusters Score -277214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -277217.062500 Penalty: 1634.186768
	Iteration 41Q: 3 clusters Score -277217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -277219.968750 Penalty: 1634.186768
	Iteration 42Q: 3 clusters Score -277220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -277223.875000 Penalty: 1634.186768
	Iteration 43Q: 3 clusters Score -277223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -277224.875000 Penalty: 1634.186768
	Iteration 44Q: 3 clusters Score -277224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -277225.937500 Penalty: 1634.186768
	Iteration 45Q: 3 clusters Score -277225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -277226.093750 Penalty: 1634.186768
	Iteration 46Q: 3 clusters Score -277226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -277226.093750 Penalty: 1634.186768
	Iteration 47F: 3 clusters Score -277226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Entering Unmasked Estep 
Score: -2031163.250000 Penalty: 987.514160
	Iteration 0F: 2 clusters Score -2031163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2009544.875000 Penalty: 1975.028320
	Iteration 0F: 3 clusters Score -2009545 nChanged 15349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2017882.375000 Penalty: 1975.028320
	Iteration 1F: 3 clusters Score -2017882 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2018129.250000 Penalty: 1975.028320
	Iteration 2Q: 3 clusters Score -2018129 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2018455.375000 Penalty: 1975.028320
	Iteration 3Q: 3 clusters Score -2018455 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2018961.375000 Penalty: 1975.028320
	Iteration 4Q: 3 clusters Score -2018961 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2019825.125000 Penalty: 1975.028320
	Iteration 5F: 3 clusters Score -2019825 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2021476.375000 Penalty: 1975.028320
	Iteration 6F: 3 clusters Score -2021476 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2024156.625000 Penalty: 1975.028320
	Iteration 7F: 3 clusters Score -2024157 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2027165.875000 Penalty: 1975.028320
	Iteration 8F: 3 clusters Score -2027166 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2029195.375000 Penalty: 1975.028320
	Iteration 9F: 3 clusters Score -2029195 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2029953.125000 Penalty: 1975.028320
	Iteration 10Q: 3 clusters Score -2029953 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2030144.500000 Penalty: 1975.028320
	Iteration 11Q: 3 clusters Score -2030144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2030201.125000 Penalty: 1975.028320
	Iteration 12Q: 3 clusters Score -2030201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2030241.625000 Penalty: 1975.028320
	Iteration 13Q: 3 clusters Score -2030242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2030254.375000 Penalty: 1975.028320
	Iteration 14Q: 3 clusters Score -2030254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2030268.125000 Penalty: 1975.028320
	Iteration 15Q: 3 clusters Score -2030268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2030267.750000 Penalty: 1975.028320
	Iteration 16Q: 3 clusters Score -2030268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2030270.500000 Penalty: 1975.028320
	Iteration 17Q: 3 clusters Score -2030270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2030270.500000 Penalty: 1975.028320
	Iteration 18F: 3 clusters Score -2030270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Entering Unmasked Estep 
Score: -381756.343750 Penalty: 855.851013
	Iteration 0F: 2 clusters Score -381756.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -376169.687500 Penalty: 1711.702026
	Iteration 0F: 3 clusters Score -376169.7 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -378250.531250 Penalty: 1711.702026
	Iteration 1F: 3 clusters Score -378250.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -378529.875000 Penalty: 1711.702026
	Iteration 2F: 3 clusters Score -378529.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -378832.218750 Penalty: 1711.702026
	Iteration 3F: 3 clusters Score -378832.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -379121.031250 Penalty: 1711.702026
	Iteration 4F: 3 clusters Score -379121 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -379447.312500 Penalty: 1711.702026
	Iteration 5F: 3 clusters Score -379447.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -379787.093750 Penalty: 1711.702026
	Iteration 6F: 3 clusters Score -379787.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -380061.718750 Penalty: 1711.702026
	Iteration 7Q: 3 clusters Score -380061.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -380310.062500 Penalty: 1711.702026
	Iteration 8Q: 3 clusters Score -380310.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -380507.906250 Penalty: 1711.702026
	Iteration 9Q: 3 clusters Score -380507.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -380662.437500 Penalty: 1711.702026
	Iteration 10Q: 3 clusters Score -380662.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -380773.906250 Penalty: 1711.702026
	Iteration 11Q: 3 clusters Score -380773.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -380841.187500 Penalty: 1711.702026
	Iteration 12Q: 3 clusters Score -380841.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -380883.500000 Penalty: 1711.702026
	Iteration 13Q: 3 clusters Score -380883.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -380938.843750 Penalty: 1711.702026
	Iteration 14Q: 3 clusters Score -380938.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -381000.093750 Penalty: 1711.702026
	Iteration 15Q: 3 clusters Score -381000.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -381059.562500 Penalty: 1711.702026
	Iteration 16Q: 3 clusters Score -381059.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -381106.875000 Penalty: 1711.702026
	Iteration 17Q: 3 clusters Score -381106.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -381142.750000 Penalty: 1711.702026
	Iteration 18Q: 3 clusters Score -381142.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -381163.406250 Penalty: 1711.702026
	Iteration 19Q: 3 clusters Score -381163.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -381181.531250 Penalty: 1711.702026
	Iteration 20F: 3 clusters Score -381181.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -381195.718750 Penalty: 1711.702026
	Iteration 21Q: 3 clusters Score -381195.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -381209.031250 Penalty: 1711.702026
	Iteration 22Q: 3 clusters Score -381209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -381217.937500 Penalty: 1711.702026
	Iteration 23Q: 3 clusters Score -381217.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -381223.468750 Penalty: 1711.702026
	Iteration 24Q: 3 clusters Score -381223.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -381226.937500 Penalty: 1711.702026
	Iteration 25Q: 3 clusters Score -381226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -381228.281250 Penalty: 1711.702026
	Iteration 26Q: 3 clusters Score -381228.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -381230.000000 Penalty: 1711.702026
	Iteration 27Q: 3 clusters Score -381230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -381229.625000 Penalty: 1711.702026
	Iteration 28Q: 3 clusters Score -381229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -381229.625000 Penalty: 1711.702026
	Iteration 29F: 3 clusters Score -381229.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Entering Unmasked Estep 
Score: -166244.218750 Penalty: 757.939575
	Iteration 0F: 2 clusters Score -166244.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -163972.187500 Penalty: 1515.879150
	Iteration 0F: 3 clusters Score -163972.2 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -164635.234375 Penalty: 1515.879150
	Iteration 1F: 3 clusters Score -164635.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -164763.796875 Penalty: 1515.879150
	Iteration 2F: 3 clusters Score -164763.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -164842.171875 Penalty: 1515.879150
	Iteration 3F: 3 clusters Score -164842.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -164901.468750 Penalty: 1515.879150
	Iteration 4Q: 3 clusters Score -164901.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -164934.921875 Penalty: 1515.879150
	Iteration 5Q: 3 clusters Score -164934.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -164958.859375 Penalty: 1515.879150
	Iteration 6Q: 3 clusters Score -164958.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -164978.734375 Penalty: 1515.879150
	Iteration 7Q: 3 clusters Score -164978.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -164992.421875 Penalty: 1515.879150
	Iteration 8Q: 3 clusters Score -164992.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -165006.000000 Penalty: 1515.879150
	Iteration 9Q: 3 clusters Score -165006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -165022.125000 Penalty: 1515.879150
	Iteration 10Q: 3 clusters Score -165022.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -165038.484375 Penalty: 1515.879150
	Iteration 11Q: 3 clusters Score -165038.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -165051.531250 Penalty: 1515.879150
	Iteration 12Q: 3 clusters Score -165051.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -165060.312500 Penalty: 1515.879150
	Iteration 13Q: 3 clusters Score -165060.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -165066.281250 Penalty: 1515.879150
	Iteration 14Q: 3 clusters Score -165066.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -165071.500000 Penalty: 1515.879150
	Iteration 15Q: 3 clusters Score -165071.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -165075.156250 Penalty: 1515.879150
	Iteration 16Q: 3 clusters Score -165075.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -165077.968750 Penalty: 1515.879150
	Iteration 17Q: 3 clusters Score -165078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -165080.937500 Penalty: 1515.879150
	Iteration 18Q: 3 clusters Score -165080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -165084.906250 Penalty: 1515.879150
	Iteration 19Q: 3 clusters Score -165084.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -165089.687500 Penalty: 1515.879150
	Iteration 20F: 3 clusters Score -165089.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -165097.062500 Penalty: 1515.879150
	Iteration 21Q: 3 clusters Score -165097.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -165102.265625 Penalty: 1515.879150
	Iteration 22Q: 3 clusters Score -165102.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -165106.734375 Penalty: 1515.879150
	Iteration 23Q: 3 clusters Score -165106.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -165111.406250 Penalty: 1515.879150
	Iteration 24Q: 3 clusters Score -165111.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -165116.421875 Penalty: 1515.879150
	Iteration 25Q: 3 clusters Score -165116.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -165120.375000 Penalty: 1515.879150
	Iteration 26Q: 3 clusters Score -165120.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -165123.484375 Penalty: 1515.879150
	Iteration 27Q: 3 clusters Score -165123.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -165126.609375 Penalty: 1515.879150
	Iteration 28Q: 3 clusters Score -165126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -165130.656250 Penalty: 1515.879150
	Iteration 29Q: 3 clusters Score -165130.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -165135.875000 Penalty: 1515.879150
	Iteration 30Q: 3 clusters Score -165135.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -165140.328125 Penalty: 1515.879150
	Iteration 31Q: 3 clusters Score -165140.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -165143.828125 Penalty: 1515.879150
	Iteration 32Q: 3 clusters Score -165143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -165148.578125 Penalty: 1515.879150
	Iteration 33Q: 3 clusters Score -165148.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -165156.359375 Penalty: 1515.879150
	Iteration 34Q: 3 clusters Score -165156.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -165167.500000 Penalty: 1515.879150
	Iteration 35Q: 3 clusters Score -165167.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -165180.765625 Penalty: 1515.879150
	Iteration 36Q: 3 clusters Score -165180.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -165195.656250 Penalty: 1515.879150
	Iteration 37Q: 3 clusters Score -165195.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -165209.843750 Penalty: 1515.879150
	Iteration 38Q: 3 clusters Score -165209.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -165222.671875 Penalty: 1515.879150
	Iteration 39Q: 3 clusters Score -165222.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -165235.984375 Penalty: 1515.879150
	Iteration 40F: 3 clusters Score -165236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -165250.140625 Penalty: 1515.879150
	Iteration 41Q: 3 clusters Score -165250.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -165258.734375 Penalty: 1515.879150
	Iteration 42Q: 3 clusters Score -165258.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -165263.625000 Penalty: 1515.879150
	Iteration 43Q: 3 clusters Score -165263.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -165268.140625 Penalty: 1515.879150
	Iteration 44Q: 3 clusters Score -165268.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -165273.671875 Penalty: 1515.879150
	Iteration 45Q: 3 clusters Score -165273.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165277.406250 Penalty: 1515.879150
	Iteration 46Q: 3 clusters Score -165277.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -165281.343750 Penalty: 1515.879150
	Iteration 47Q: 3 clusters Score -165281.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -165288.921875 Penalty: 1515.879150
	Iteration 48Q: 3 clusters Score -165288.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -165296.843750 Penalty: 1515.879150
	Iteration 49Q: 3 clusters Score -165296.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -165304.546875 Penalty: 1515.879150
	Iteration 50Q: 3 clusters Score -165304.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -165313.984375 Penalty: 1515.879150
	Iteration 51Q: 3 clusters Score -165314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -165326.109375 Penalty: 1515.879150
	Iteration 52Q: 3 clusters Score -165326.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -165343.546875 Penalty: 1515.879150
	Iteration 53Q: 3 clusters Score -165343.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -165382.687500 Penalty: 1515.879150
	Iteration 54Q: 3 clusters Score -165382.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -165438.531250 Penalty: 1515.879150
	Iteration 55Q: 3 clusters Score -165438.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -165494.031250 Penalty: 1515.879150
	Iteration 56Q: 3 clusters Score -165494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -165545.062500 Penalty: 1515.879150
	Iteration 57Q: 3 clusters Score -165545.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -165598.281250 Penalty: 1515.879150
	Iteration 58Q: 3 clusters Score -165598.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -165650.125000 Penalty: 1515.879150
	Iteration 59Q: 3 clusters Score -165650.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165703.625000 Penalty: 1515.879150
	Iteration 60F: 3 clusters Score -165703.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -165748.765625 Penalty: 1515.879150
	Iteration 61Q: 3 clusters Score -165748.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -165777.484375 Penalty: 1515.879150
	Iteration 62Q: 3 clusters Score -165777.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165798.406250 Penalty: 1515.879150
	Iteration 63Q: 3 clusters Score -165798.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -165812.046875 Penalty: 1515.879150
	Iteration 64Q: 3 clusters Score -165812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -165822.531250 Penalty: 1515.879150
	Iteration 65Q: 3 clusters Score -165822.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -165827.843750 Penalty: 1515.879150
	Iteration 66Q: 3 clusters Score -165827.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -165831.343750 Penalty: 1515.879150
	Iteration 67Q: 3 clusters Score -165831.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -165834.640625 Penalty: 1515.879150
	Iteration 68Q: 3 clusters Score -165834.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -165836.375000 Penalty: 1515.879150
	Iteration 69Q: 3 clusters Score -165836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -165837.531250 Penalty: 1515.879150
	Iteration 70Q: 3 clusters Score -165837.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -165838.953125 Penalty: 1515.879150
	Iteration 71Q: 3 clusters Score -165839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -165840.296875 Penalty: 1515.879150
	Iteration 72Q: 3 clusters Score -165840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -165841.656250 Penalty: 1515.879150
	Iteration 73Q: 3 clusters Score -165841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -165842.421875 Penalty: 1515.879150
	Iteration 74Q: 3 clusters Score -165842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -165843.406250 Penalty: 1515.879150
	Iteration 75Q: 3 clusters Score -165843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -165845.453125 Penalty: 1515.879150
	Iteration 76Q: 3 clusters Score -165845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -165846.421875 Penalty: 1515.879150
	Iteration 77Q: 3 clusters Score -165846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -165846.875000 Penalty: 1515.879150
	Iteration 78Q: 3 clusters Score -165846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -165847.265625 Penalty: 1515.879150
	Iteration 79Q: 3 clusters Score -165847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -165848.687500 Penalty: 1515.879150
	Iteration 80F: 3 clusters Score -165848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -165851.296875 Penalty: 1515.879150
	Iteration 81Q: 3 clusters Score -165851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -165852.812500 Penalty: 1515.879150
	Iteration 82Q: 3 clusters Score -165852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -165853.312500 Penalty: 1515.879150
	Iteration 83Q: 3 clusters Score -165853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -165853.609375 Penalty: 1515.879150
	Iteration 84Q: 3 clusters Score -165853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -165853.953125 Penalty: 1515.879150
	Iteration 85Q: 3 clusters Score -165854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -165854.531250 Penalty: 1515.879150
	Iteration 86Q: 3 clusters Score -165854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -165855.046875 Penalty: 1515.879150
	Iteration 87Q: 3 clusters Score -165855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -165856.109375 Penalty: 1515.879150
	Iteration 88Q: 3 clusters Score -165856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -165856.671875 Penalty: 1515.879150
	Iteration 89Q: 3 clusters Score -165856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -165856.515625 Penalty: 1515.879150
	Iteration 90Q: 3 clusters Score -165856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -165856.890625 Penalty: 1515.879150
	Iteration 91Q: 3 clusters Score -165856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -165857.093750 Penalty: 1515.879150
	Iteration 92Q: 3 clusters Score -165857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -165857.093750 Penalty: 1515.879150
	Iteration 93F: 3 clusters Score -165857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -138768.312500 Penalty: 747.919434
	Iteration 0F: 2 clusters Score -138768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -136677.062500 Penalty: 1495.838867
	Iteration 0F: 3 clusters Score -136677.1 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -137271.984375 Penalty: 1495.838867
	Iteration 1F: 3 clusters Score -137272 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -137439.359375 Penalty: 1495.838867
	Iteration 2F: 3 clusters Score -137439.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -137558.546875 Penalty: 1495.838867
	Iteration 3F: 3 clusters Score -137558.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -137648.640625 Penalty: 1495.838867
	Iteration 4F: 3 clusters Score -137648.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -137731.265625 Penalty: 1495.838867
	Iteration 5Q: 3 clusters Score -137731.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -137822.484375 Penalty: 1495.838867
	Iteration 6Q: 3 clusters Score -137822.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -137887.562500 Penalty: 1495.838867
	Iteration 7Q: 3 clusters Score -137887.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -137959.734375 Penalty: 1495.838867
	Iteration 8Q: 3 clusters Score -137959.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -138016.390625 Penalty: 1495.838867
	Iteration 9Q: 3 clusters Score -138016.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -138056.156250 Penalty: 1495.838867
	Iteration 10Q: 3 clusters Score -138056.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -138076.875000 Penalty: 1495.838867
	Iteration 11Q: 3 clusters Score -138076.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -138093.000000 Penalty: 1495.838867
	Iteration 12Q: 3 clusters Score -138093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -138109.296875 Penalty: 1495.838867
	Iteration 13Q: 3 clusters Score -138109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -138119.500000 Penalty: 1495.838867
	Iteration 14Q: 3 clusters Score -138119.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -138130.515625 Penalty: 1495.838867
	Iteration 15Q: 3 clusters Score -138130.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -138137.578125 Penalty: 1495.838867
	Iteration 16Q: 3 clusters Score -138137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -138145.437500 Penalty: 1495.838867
	Iteration 17Q: 3 clusters Score -138145.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -138152.375000 Penalty: 1495.838867
	Iteration 18Q: 3 clusters Score -138152.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -138159.687500 Penalty: 1495.838867
	Iteration 19Q: 3 clusters Score -138159.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -138164.437500 Penalty: 1495.838867
	Iteration 20F: 3 clusters Score -138164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -138168.562500 Penalty: 1495.838867
	Iteration 21Q: 3 clusters Score -138168.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -138173.140625 Penalty: 1495.838867
	Iteration 22Q: 3 clusters Score -138173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -138176.578125 Penalty: 1495.838867
	Iteration 23Q: 3 clusters Score -138176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -138178.437500 Penalty: 1495.838867
	Iteration 24Q: 3 clusters Score -138178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -138180.968750 Penalty: 1495.838867
	Iteration 25Q: 3 clusters Score -138181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -138182.828125 Penalty: 1495.838867
	Iteration 26Q: 3 clusters Score -138182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -138182.828125 Penalty: 1495.838867
	Iteration 27F: 3 clusters Score -138182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -158893.937500 Penalty: 758.037170
	Iteration 0F: 2 clusters Score -158893.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -156617.984375 Penalty: 1516.074341
	Iteration 0F: 3 clusters Score -156618 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -157314.765625 Penalty: 1516.074341
	Iteration 1F: 3 clusters Score -157314.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -157462.671875 Penalty: 1516.074341
	Iteration 2F: 3 clusters Score -157462.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -157589.343750 Penalty: 1516.074341
	Iteration 3F: 3 clusters Score -157589.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -157681.640625 Penalty: 1516.074341
	Iteration 4F: 3 clusters Score -157681.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -157750.140625 Penalty: 1516.074341
	Iteration 5Q: 3 clusters Score -157750.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -157816.093750 Penalty: 1516.074341
	Iteration 6Q: 3 clusters Score -157816.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -157882.515625 Penalty: 1516.074341
	Iteration 7Q: 3 clusters Score -157882.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -157958.265625 Penalty: 1516.074341
	Iteration 8Q: 3 clusters Score -157958.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -158025.890625 Penalty: 1516.074341
	Iteration 9Q: 3 clusters Score -158025.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -158082.156250 Penalty: 1516.074341
	Iteration 10Q: 3 clusters Score -158082.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -158133.406250 Penalty: 1516.074341
	Iteration 11Q: 3 clusters Score -158133.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -158182.312500 Penalty: 1516.074341
	Iteration 12Q: 3 clusters Score -158182.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -158213.140625 Penalty: 1516.074341
	Iteration 13Q: 3 clusters Score -158213.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -158239.750000 Penalty: 1516.074341
	Iteration 14Q: 3 clusters Score -158239.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -158254.000000 Penalty: 1516.074341
	Iteration 15Q: 3 clusters Score -158254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -158260.984375 Penalty: 1516.074341
	Iteration 16Q: 3 clusters Score -158261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -158265.281250 Penalty: 1516.074341
	Iteration 17Q: 3 clusters Score -158265.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -158270.921875 Penalty: 1516.074341
	Iteration 18Q: 3 clusters Score -158270.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -158273.953125 Penalty: 1516.074341
	Iteration 19Q: 3 clusters Score -158274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -158275.796875 Penalty: 1516.074341
	Iteration 20F: 3 clusters Score -158275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -158277.078125 Penalty: 1516.074341
	Iteration 21Q: 3 clusters Score -158277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -158277.562500 Penalty: 1516.074341
	Iteration 22Q: 3 clusters Score -158277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -158278.687500 Penalty: 1516.074341
	Iteration 23Q: 3 clusters Score -158278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -158279.375000 Penalty: 1516.074341
	Iteration 24Q: 3 clusters Score -158279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -158280.093750 Penalty: 1516.074341
	Iteration 25Q: 3 clusters Score -158280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -158280.750000 Penalty: 1516.074341
	Iteration 26Q: 3 clusters Score -158280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -158281.281250 Penalty: 1516.074341
	Iteration 27Q: 3 clusters Score -158281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -158282.546875 Penalty: 1516.074341
	Iteration 28Q: 3 clusters Score -158282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -158282.968750 Penalty: 1516.074341
	Iteration 29Q: 3 clusters Score -158283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -158282.968750 Penalty: 1516.074341
	Iteration 30F: 3 clusters Score -158283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -264328.375000 Penalty: 794.805176
	Iteration 0F: 2 clusters Score -264328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -261193.000000 Penalty: 1589.610352
	Iteration 0F: 3 clusters Score -261193 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -262125.843750 Penalty: 1589.610352
	Iteration 1F: 3 clusters Score -262125.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -262239.593750 Penalty: 1589.610352
	Iteration 2F: 3 clusters Score -262239.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -262327.281250 Penalty: 1589.610352
	Iteration 3Q: 3 clusters Score -262327.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -262415.781250 Penalty: 1589.610352
	Iteration 4Q: 3 clusters Score -262415.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -262503.562500 Penalty: 1589.610352
	Iteration 5Q: 3 clusters Score -262503.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -262612.250000 Penalty: 1589.610352
	Iteration 6Q: 3 clusters Score -262612.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -262738.125000 Penalty: 1589.610352
	Iteration 7Q: 3 clusters Score -262738.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -262888.312500 Penalty: 1589.610352
	Iteration 8Q: 3 clusters Score -262888.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -263070.593750 Penalty: 1589.610352
	Iteration 9Q: 3 clusters Score -263070.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -263263.250000 Penalty: 1589.610352
	Iteration 10Q: 3 clusters Score -263263.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -263412.750000 Penalty: 1589.610352
	Iteration 11Q: 3 clusters Score -263412.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -263512.218750 Penalty: 1589.610352
	Iteration 12Q: 3 clusters Score -263512.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -263604.562500 Penalty: 1589.610352
	Iteration 13Q: 3 clusters Score -263604.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -263651.343750 Penalty: 1589.610352
	Iteration 14Q: 3 clusters Score -263651.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -263673.156250 Penalty: 1589.610352
	Iteration 15Q: 3 clusters Score -263673.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -263688.687500 Penalty: 1589.610352
	Iteration 16Q: 3 clusters Score -263688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -263691.750000 Penalty: 1589.610352
	Iteration 17Q: 3 clusters Score -263691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -263693.906250 Penalty: 1589.610352
	Iteration 18Q: 3 clusters Score -263693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -263695.500000 Penalty: 1589.610352
	Iteration 19Q: 3 clusters Score -263695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -263696.281250 Penalty: 1589.610352
	Iteration 20F: 3 clusters Score -263696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -263698.375000 Penalty: 1589.610352
	Iteration 21Q: 3 clusters Score -263698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -263700.531250 Penalty: 1589.610352
	Iteration 22Q: 3 clusters Score -263700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -263702.781250 Penalty: 1589.610352
	Iteration 23Q: 3 clusters Score -263702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -263704.437500 Penalty: 1589.610352
	Iteration 24Q: 3 clusters Score -263704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -263705.281250 Penalty: 1589.610352
	Iteration 25Q: 3 clusters Score -263705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -263706.593750 Penalty: 1589.610352
	Iteration 26Q: 3 clusters Score -263706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -263708.062500 Penalty: 1589.610352
	Iteration 27Q: 3 clusters Score -263708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -263709.562500 Penalty: 1589.610352
	Iteration 28Q: 3 clusters Score -263709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -263710.250000 Penalty: 1589.610352
	Iteration 29Q: 3 clusters Score -263710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -263710.125000 Penalty: 1589.610352
	Iteration 30Q: 3 clusters Score -263710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -263711.750000 Penalty: 1589.610352
	Iteration 31Q: 3 clusters Score -263711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -263712.187500 Penalty: 1589.610352
	Iteration 32Q: 3 clusters Score -263712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -263713.093750 Penalty: 1589.610352
	Iteration 33Q: 3 clusters Score -263713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -263715.468750 Penalty: 1589.610352
	Iteration 34Q: 3 clusters Score -263715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -263715.812500 Penalty: 1589.610352
	Iteration 35Q: 3 clusters Score -263715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -263716.750000 Penalty: 1589.610352
	Iteration 36Q: 3 clusters Score -263716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -263717.281250 Penalty: 1589.610352
	Iteration 37Q: 3 clusters Score -263717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -263718.468750 Penalty: 1589.610352
	Iteration 38Q: 3 clusters Score -263718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -263719.218750 Penalty: 1589.610352
	Iteration 39Q: 3 clusters Score -263719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -263721.031250 Penalty: 1589.610352
	Iteration 40F: 3 clusters Score -263721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -263721.687500 Penalty: 1589.610352
	Iteration 41Q: 3 clusters Score -263721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -263723.625000 Penalty: 1589.610352
	Iteration 42Q: 3 clusters Score -263723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -263724.718750 Penalty: 1589.610352
	Iteration 43Q: 3 clusters Score -263724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -263728.156250 Penalty: 1589.610352
	Iteration 44Q: 3 clusters Score -263728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -263731.031250 Penalty: 1589.610352
	Iteration 45Q: 3 clusters Score -263731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -263732.687500 Penalty: 1589.610352
	Iteration 46Q: 3 clusters Score -263732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -263732.906250 Penalty: 1589.610352
	Iteration 47Q: 3 clusters Score -263732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -263732.906250 Penalty: 1589.610352
	Iteration 48F: 3 clusters Score -263732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (291649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291649 members 
Entering Unmasked Estep 
Score: -15936138.000000 Penalty: 1195.414062
	Iteration 0F: 2 clusters Score -1.593614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145738 members 
Mstep: Class 2 contains 145911 members 
Entering Unmasked Estep 
Score: -15742729.000000 Penalty: 2390.828125
	Iteration 0F: 3 clusters Score -1.574273e+07 nChanged 143009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147525 members 
Mstep: Class 2 contains 144124 members 
Entering Unmasked Estep 
Score: -15831949.000000 Penalty: 2390.828125
	Iteration 1F: 3 clusters Score -1.583195e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -15836174.000000 Penalty: 2390.828125
	Iteration 2Q: 3 clusters Score -1.583617e+07 nChanged 14018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 139493 members 
Entering Unmasked Estep 
Score: -15842088.000000 Penalty: 2390.828125
	Iteration 3Q: 3 clusters Score -1.584209e+07 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155749 members 
Mstep: Class 2 contains 135900 members 
Entering Unmasked Estep 
Score: -15849696.000000 Penalty: 2390.828125
	Iteration 4F: 3 clusters Score -1.58497e+07 nChanged 17260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 131608 members 
Entering Unmasked Estep 
Score: -15857573.000000 Penalty: 2390.828125
	Iteration 5F: 3 clusters Score -1.585757e+07 nChanged 16617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 126643 members 
Entering Unmasked Estep 
Score: -15864587.000000 Penalty: 2390.828125
	Iteration 6F: 3 clusters Score -1.586459e+07 nChanged 14657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170325 members 
Mstep: Class 2 contains 121324 members 
Entering Unmasked Estep 
Score: -15869824.000000 Penalty: 2390.828125
	Iteration 7F: 3 clusters Score -1.586982e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176002 members 
Mstep: Class 2 contains 115647 members 
Entering Unmasked Estep 
Score: -15873443.000000 Penalty: 2390.828125
	Iteration 8Q: 3 clusters Score -1.587344e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182220 members 
Mstep: Class 2 contains 109429 members 
Entering Unmasked Estep 
Score: -15875753.000000 Penalty: 2390.828125
	Iteration 9Q: 3 clusters Score -1.587575e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189283 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -15877859.000000 Penalty: 2390.828125
	Iteration 10Q: 3 clusters Score -1.587786e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197446 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
Score: -15880198.000000 Penalty: 2390.828125
	Iteration 11Q: 3 clusters Score -1.58802e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206818 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -15883070.000000 Penalty: 2390.828125
	Iteration 12Q: 3 clusters Score -1.588307e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217419 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -15887062.000000 Penalty: 2390.828125
	Iteration 13Q: 3 clusters Score -1.588706e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229206 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -15892528.000000 Penalty: 2390.828125
	Iteration 14Q: 3 clusters Score -1.589253e+07 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241831 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -15899436.000000 Penalty: 2390.828125
	Iteration 15Q: 3 clusters Score -1.589944e+07 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254516 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -15907236.000000 Penalty: 2390.828125
	Iteration 16Q: 3 clusters Score -1.590724e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266179 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -15915339.000000 Penalty: 2390.828125
	Iteration 17Q: 3 clusters Score -1.591534e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275777 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -15922414.000000 Penalty: 2390.828125
	Iteration 18Q: 3 clusters Score -1.592241e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282699 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -15927964.000000 Penalty: 2390.828125
	Iteration 19Q: 3 clusters Score -1.592796e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286894 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -15931561.000000 Penalty: 2390.828125
	Iteration 20F: 3 clusters Score -1.593156e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289292 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -15933591.000000 Penalty: 2390.828125
	Iteration 21Q: 3 clusters Score -1.593359e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290309 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15934519.000000 Penalty: 2390.828125
	Iteration 22Q: 3 clusters Score -1.593452e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290738 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15934954.000000 Penalty: 2390.828125
	Iteration 23Q: 3 clusters Score -1.593495e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290899 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -15935138.000000 Penalty: 2390.828125
	Iteration 24Q: 3 clusters Score -1.593514e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290975 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15935189.000000 Penalty: 2390.828125
	Iteration 25Q: 3 clusters Score -1.593519e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291001 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15935238.000000 Penalty: 2390.828125
	Iteration 26Q: 3 clusters Score -1.593524e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291017 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -15935278.000000 Penalty: 2390.828125
	Iteration 27Q: 3 clusters Score -1.593528e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291027 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15935303.000000 Penalty: 2390.828125
	Iteration 28Q: 3 clusters Score -1.59353e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291040 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15935321.000000 Penalty: 2390.828125
	Iteration 29Q: 3 clusters Score -1.593532e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291048 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15935307.000000 Penalty: 2390.828125
	Iteration 30Q: 3 clusters Score -1.593531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291051 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -15935329.000000 Penalty: 2390.828125
	Iteration 31Q: 3 clusters Score -1.593533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291062 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -15935325.000000 Penalty: 2390.828125
	Iteration 32Q: 3 clusters Score -1.593532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291069 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15935344.000000 Penalty: 2390.828125
	Iteration 33Q: 3 clusters Score -1.593534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291066 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15935360.000000 Penalty: 2390.828125
	Iteration 34Q: 3 clusters Score -1.593536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291064 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15935352.000000 Penalty: 2390.828125
	Iteration 35Q: 3 clusters Score -1.593535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291063 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15935360.000000 Penalty: 2390.828125
	Iteration 36Q: 3 clusters Score -1.593536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291061 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15935357.000000 Penalty: 2390.828125
	Iteration 37Q: 3 clusters Score -1.593536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291062 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -15935362.000000 Penalty: 2390.828125
	Iteration 38Q: 3 clusters Score -1.593536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291064 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15935374.000000 Penalty: 2390.828125
	Iteration 39Q: 3 clusters Score -1.593537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291065 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15935374.000000 Penalty: 2390.828125
	Iteration 40F: 3 clusters Score -1.593537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291066 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15935361.000000 Penalty: 2390.828125
	Iteration 41Q: 3 clusters Score -1.593536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291066 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15935365.000000 Penalty: 2390.828125
	Iteration 42Q: 3 clusters Score -1.593536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291065 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15935355.000000 Penalty: 2390.828125
	Iteration 43Q: 3 clusters Score -1.593536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291062 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -15935372.000000 Penalty: 2390.828125
	Iteration 44Q: 3 clusters Score -1.593537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291061 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15935378.000000 Penalty: 2390.828125
	Iteration 45Q: 3 clusters Score -1.593538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291062 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -15935386.000000 Penalty: 2390.828125
	Iteration 46Q: 3 clusters Score -1.593539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291065 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15935392.000000 Penalty: 2390.828125
	Iteration 47Q: 3 clusters Score -1.593539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291066 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15935392.000000 Penalty: 2390.828125
	Iteration 48Q: 3 clusters Score -1.593539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291067 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -15935399.000000 Penalty: 2390.828125
	Iteration 49Q: 3 clusters Score -1.59354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291068 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -15935404.000000 Penalty: 2390.828125
	Iteration 50Q: 3 clusters Score -1.59354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291068 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -15935403.000000 Penalty: 2390.828125
	Iteration 51Q: 3 clusters Score -1.59354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291065 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15935399.000000 Penalty: 2390.828125
	Iteration 52Q: 3 clusters Score -1.59354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291060 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -15935411.000000 Penalty: 2390.828125
	Iteration 53Q: 3 clusters Score -1.593541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291057 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15935410.000000 Penalty: 2390.828125
	Iteration 54Q: 3 clusters Score -1.593541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291054 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -15935410.000000 Penalty: 2390.828125
	Iteration 55Q: 3 clusters Score -1.593541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291051 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -15935401.000000 Penalty: 2390.828125
	Iteration 56Q: 3 clusters Score -1.59354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291048 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15935407.000000 Penalty: 2390.828125
	Iteration 57Q: 3 clusters Score -1.593541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291047 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15935402.000000 Penalty: 2390.828125
	Iteration 58Q: 3 clusters Score -1.59354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291047 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15935402.000000 Penalty: 2390.828125
	Iteration 59F: 3 clusters Score -1.59354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Entering Unmasked Estep 
Score: -4233310.500000 Penalty: 1070.469360
	Iteration 0F: 2 clusters Score -4233310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4180843.000000 Penalty: 2140.938721
	Iteration 0F: 3 clusters Score -4180843 nChanged 37625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -4202699.000000 Penalty: 2140.938721
	Iteration 1F: 3 clusters Score -4202699 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -4203312.000000 Penalty: 2140.938721
	Iteration 2Q: 3 clusters Score -4203312 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -4204124.000000 Penalty: 2140.938721
	Iteration 3Q: 3 clusters Score -4204124 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -4205181.000000 Penalty: 2140.938721
	Iteration 4Q: 3 clusters Score -4205181 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -4206877.000000 Penalty: 2140.938721
	Iteration 5Q: 3 clusters Score -4206877 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -4209871.500000 Penalty: 2140.938721
	Iteration 6F: 3 clusters Score -4209872 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -4214010.500000 Penalty: 2140.938721
	Iteration 7F: 3 clusters Score -4214010 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -4218836.000000 Penalty: 2140.938721
	Iteration 8F: 3 clusters Score -4218836 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -4223826.500000 Penalty: 2140.938721
	Iteration 9F: 3 clusters Score -4223826 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -4228013.000000 Penalty: 2140.938721
	Iteration 10F: 3 clusters Score -4228013 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -4230665.500000 Penalty: 2140.938721
	Iteration 11Q: 3 clusters Score -4230666 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -4231819.500000 Penalty: 2140.938721
	Iteration 12Q: 3 clusters Score -4231820 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -4232166.500000 Penalty: 2140.938721
	Iteration 13Q: 3 clusters Score -4232166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -4232292.500000 Penalty: 2140.938721
	Iteration 14Q: 3 clusters Score -4232292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -4232341.500000 Penalty: 2140.938721
	Iteration 15Q: 3 clusters Score -4232342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -4232351.500000 Penalty: 2140.938721
	Iteration 16Q: 3 clusters Score -4232352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -4232364.000000 Penalty: 2140.938721
	Iteration 17Q: 3 clusters Score -4232364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -4232372.000000 Penalty: 2140.938721
	Iteration 18Q: 3 clusters Score -4232372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -4232377.500000 Penalty: 2140.938721
	Iteration 19Q: 3 clusters Score -4232378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -4232381.000000 Penalty: 2140.938721
	Iteration 20F: 3 clusters Score -4232381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -4232389.500000 Penalty: 2140.938721
	Iteration 21Q: 3 clusters Score -4232390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -4232402.500000 Penalty: 2140.938721
	Iteration 22Q: 3 clusters Score -4232402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -4232409.000000 Penalty: 2140.938721
	Iteration 23Q: 3 clusters Score -4232409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -4232410.500000 Penalty: 2140.938721
	Iteration 24Q: 3 clusters Score -4232410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -4232410.500000 Penalty: 2140.938721
	Iteration 25F: 3 clusters Score -4232410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -95601.015625 Penalty: 706.254456
	Iteration 0F: 2 clusters Score -95601.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -94066.023438 Penalty: 1412.508911
	Iteration 0F: 3 clusters Score -94066.02 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -94437.851562 Penalty: 1412.508911
	Iteration 1F: 3 clusters Score -94437.85 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -94555.984375 Penalty: 1412.508911
	Iteration 2F: 3 clusters Score -94555.98 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -94627.382812 Penalty: 1412.508911
	Iteration 3F: 3 clusters Score -94627.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -94671.187500 Penalty: 1412.508911
	Iteration 4Q: 3 clusters Score -94671.19 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -94703.773438 Penalty: 1412.508911
	Iteration 5Q: 3 clusters Score -94703.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -94734.554688 Penalty: 1412.508911
	Iteration 6Q: 3 clusters Score -94734.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -94770.898438 Penalty: 1412.508911
	Iteration 7Q: 3 clusters Score -94770.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -94803.335938 Penalty: 1412.508911
	Iteration 8Q: 3 clusters Score -94803.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -94839.250000 Penalty: 1412.508911
	Iteration 9Q: 3 clusters Score -94839.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -94872.890625 Penalty: 1412.508911
	Iteration 10Q: 3 clusters Score -94872.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -94915.695312 Penalty: 1412.508911
	Iteration 11Q: 3 clusters Score -94915.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -94947.984375 Penalty: 1412.508911
	Iteration 12Q: 3 clusters Score -94947.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -94979.109375 Penalty: 1412.508911
	Iteration 13Q: 3 clusters Score -94979.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -95012.734375 Penalty: 1412.508911
	Iteration 14Q: 3 clusters Score -95012.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -95033.937500 Penalty: 1412.508911
	Iteration 15Q: 3 clusters Score -95033.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -95049.757812 Penalty: 1412.508911
	Iteration 16Q: 3 clusters Score -95049.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -95058.953125 Penalty: 1412.508911
	Iteration 17Q: 3 clusters Score -95058.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -95064.875000 Penalty: 1412.508911
	Iteration 18Q: 3 clusters Score -95064.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -95070.710938 Penalty: 1412.508911
	Iteration 19Q: 3 clusters Score -95070.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -95072.656250 Penalty: 1412.508911
	Iteration 20F: 3 clusters Score -95072.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -95074.109375 Penalty: 1412.508911
	Iteration 21Q: 3 clusters Score -95074.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -95076.015625 Penalty: 1412.508911
	Iteration 22Q: 3 clusters Score -95076.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -95077.328125 Penalty: 1412.508911
	Iteration 23Q: 3 clusters Score -95077.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -95077.664062 Penalty: 1412.508911
	Iteration 24Q: 3 clusters Score -95077.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -95078.125000 Penalty: 1412.508911
	Iteration 25Q: 3 clusters Score -95078.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -95078.125000 Penalty: 1412.508911
	Iteration 26F: 3 clusters Score -95078.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (134950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134950 members 
Entering Unmasked Estep 
Score: -7350754.000000 Penalty: 1122.202637
	Iteration 0F: 2 clusters Score -7350754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -7260002.000000 Penalty: 2244.405273
	Iteration 0F: 3 clusters Score -7260002 nChanged 65584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -7299267.500000 Penalty: 2244.405273
	Iteration 1F: 3 clusters Score -7299268 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -7300927.500000 Penalty: 2244.405273
	Iteration 2Q: 3 clusters Score -7300928 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -7303201.000000 Penalty: 2244.405273
	Iteration 3Q: 3 clusters Score -7303201 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -7307111.000000 Penalty: 2244.405273
	Iteration 4F: 3 clusters Score -7307111 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -7313166.500000 Penalty: 2244.405273
	Iteration 5F: 3 clusters Score -7313166 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -7320475.500000 Penalty: 2244.405273
	Iteration 6F: 3 clusters Score -7320476 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -7327474.500000 Penalty: 2244.405273
	Iteration 7F: 3 clusters Score -7327474 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -7333060.000000 Penalty: 2244.405273
	Iteration 8F: 3 clusters Score -7333060 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 118508 members 
Entering Unmasked Estep 
Score: -7337203.500000 Penalty: 2244.405273
	Iteration 9Q: 3 clusters Score -7337204 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -7340385.500000 Penalty: 2244.405273
	Iteration 10Q: 3 clusters Score -7340386 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 126350 members 
Entering Unmasked Estep 
Score: -7343043.000000 Penalty: 2244.405273
	Iteration 11Q: 3 clusters Score -7343043 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 129278 members 
Entering Unmasked Estep 
Score: -7345438.500000 Penalty: 2244.405273
	Iteration 12Q: 3 clusters Score -7345438 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -7347176.500000 Penalty: 2244.405273
	Iteration 13Q: 3 clusters Score -7347176 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 133066 members 
Entering Unmasked Estep 
Score: -7348505.000000 Penalty: 2244.405273
	Iteration 14Q: 3 clusters Score -7348505 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
Score: -7349180.500000 Penalty: 2244.405273
	Iteration 15Q: 3 clusters Score -7349180 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 134337 members 
Entering Unmasked Estep 
Score: -7349490.500000 Penalty: 2244.405273
	Iteration 16Q: 3 clusters Score -7349490 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 134543 members 
Entering Unmasked Estep 
Score: -7349639.500000 Penalty: 2244.405273
	Iteration 17Q: 3 clusters Score -7349640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 134639 members 
Entering Unmasked Estep 
Score: -7349754.000000 Penalty: 2244.405273
	Iteration 18Q: 3 clusters Score -7349754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 134680 members 
Entering Unmasked Estep 
Score: -7349798.500000 Penalty: 2244.405273
	Iteration 19Q: 3 clusters Score -7349798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 134705 members 
Entering Unmasked Estep 
Score: -7349821.000000 Penalty: 2244.405273
	Iteration 20F: 3 clusters Score -7349821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 134720 members 
Entering Unmasked Estep 
Score: -7349844.000000 Penalty: 2244.405273
	Iteration 21Q: 3 clusters Score -7349844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 134729 members 
Entering Unmasked Estep 
Score: -7349854.500000 Penalty: 2244.405273
	Iteration 22Q: 3 clusters Score -7349854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 134735 members 
Entering Unmasked Estep 
Score: -7349858.000000 Penalty: 2244.405273
	Iteration 23Q: 3 clusters Score -7349858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 134737 members 
Entering Unmasked Estep 
Score: -7349862.500000 Penalty: 2244.405273
	Iteration 24Q: 3 clusters Score -7349862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 134738 members 
Entering Unmasked Estep 
Score: -7349860.000000 Penalty: 2244.405273
	Iteration 25Q: 3 clusters Score -7349860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 134738 members 
Entering Unmasked Estep 
Score: -7349860.000000 Penalty: 2244.405273
	Iteration 26F: 3 clusters Score -7349860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -139676.734375 Penalty: 765.300293
	Iteration 0F: 2 clusters Score -139676.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -137271.437500 Penalty: 1530.600586
	Iteration 0F: 3 clusters Score -137271.4 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -138085.171875 Penalty: 1530.600586
	Iteration 1F: 3 clusters Score -138085.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -138285.375000 Penalty: 1530.600586
	Iteration 2F: 3 clusters Score -138285.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -138449.921875 Penalty: 1530.600586
	Iteration 3F: 3 clusters Score -138449.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -138618.578125 Penalty: 1530.600586
	Iteration 4F: 3 clusters Score -138618.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -138767.703125 Penalty: 1530.600586
	Iteration 5F: 3 clusters Score -138767.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -138868.343750 Penalty: 1530.600586
	Iteration 6F: 3 clusters Score -138868.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -138945.906250 Penalty: 1530.600586
	Iteration 7Q: 3 clusters Score -138945.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -139013.171875 Penalty: 1530.600586
	Iteration 8Q: 3 clusters Score -139013.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -139064.078125 Penalty: 1530.600586
	Iteration 9Q: 3 clusters Score -139064.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -139104.156250 Penalty: 1530.600586
	Iteration 10Q: 3 clusters Score -139104.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139144.828125 Penalty: 1530.600586
	Iteration 11Q: 3 clusters Score -139144.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -139180.031250 Penalty: 1530.600586
	Iteration 12Q: 3 clusters Score -139180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -139205.281250 Penalty: 1530.600586
	Iteration 13Q: 3 clusters Score -139205.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -139233.500000 Penalty: 1530.600586
	Iteration 14Q: 3 clusters Score -139233.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -139250.546875 Penalty: 1530.600586
	Iteration 15Q: 3 clusters Score -139250.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -139266.390625 Penalty: 1530.600586
	Iteration 16Q: 3 clusters Score -139266.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -139277.281250 Penalty: 1530.600586
	Iteration 17Q: 3 clusters Score -139277.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -139281.796875 Penalty: 1530.600586
	Iteration 18Q: 3 clusters Score -139281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -139283.750000 Penalty: 1530.600586
	Iteration 19Q: 3 clusters Score -139283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -139284.031250 Penalty: 1530.600586
	Iteration 20F: 3 clusters Score -139284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22557 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12902 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32692 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291649 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630676.000000 Penalty: 35938.746094
Iteration 279Q: 29 clusters Score -3.863068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22555 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12902 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32698 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4301 members 
Mstep: Class 24 contains 291644 members 
Mstep: Class 25 contains 78285 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134949 members 
Mstep: Class 28 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630676.000000 Penalty: 35938.746094
Iteration 280F: 29 clusters Score -3.863068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22554 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12902 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32701 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4301 members 
Mstep: Class 24 contains 291643 members 
Mstep: Class 25 contains 78284 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134949 members 
Mstep: Class 28 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630684.000000 Penalty: 35938.746094
Iteration 281Q: 29 clusters Score -3.863068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22552 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12902 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291644 members 
Mstep: Class 25 contains 78285 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134948 members 
Mstep: Class 28 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630676.000000 Penalty: 35938.746094
Iteration 282Q: 29 clusters Score -3.863068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22552 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12901 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291646 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134947 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630684.000000 Penalty: 35938.746094
Iteration 283Q: 29 clusters Score -3.863068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22550 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12901 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291647 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134948 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630692.000000 Penalty: 35938.746094
Iteration 284Q: 29 clusters Score -3.863069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22547 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12901 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291649 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134949 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630708.000000 Penalty: 35938.746094
Iteration 285Q: 29 clusters Score -3.863071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22548 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12899 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291649 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630716.000000 Penalty: 35938.746094
Iteration 286Q: 29 clusters Score -3.863072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22547 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12898 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291651 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630712.000000 Penalty: 35938.746094
Iteration 287Q: 29 clusters Score -3.863071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22547 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12897 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291651 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630716.000000 Penalty: 35938.746094
Iteration 288Q: 29 clusters Score -3.863072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22547 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8175 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291652 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630700.000000 Penalty: 35938.746094
Iteration 289Q: 29 clusters Score -3.86307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22548 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8174 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291652 members 
Mstep: Class 25 contains 78286 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630704.000000 Penalty: 35938.746094
Iteration 290Q: 29 clusters Score -3.86307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22546 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291654 members 
Mstep: Class 25 contains 78287 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630680.000000 Penalty: 35938.746094
Iteration 291Q: 29 clusters Score -3.863068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22546 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 32703 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291653 members 
Mstep: Class 25 contains 78287 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630684.000000 Penalty: 35938.746094
Iteration 292Q: 29 clusters Score -3.863068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22546 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 32704 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291652 members 
Mstep: Class 25 contains 78287 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630676.000000 Penalty: 35938.746094
Iteration 293Q: 29 clusters Score -3.863068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22546 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 32705 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291651 members 
Mstep: Class 25 contains 78287 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630672.000000 Penalty: 35938.746094
Iteration 294Q: 29 clusters Score -3.863067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22546 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 32707 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291649 members 
Mstep: Class 25 contains 78287 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630680.000000 Penalty: 35938.746094
Iteration 295Q: 29 clusters Score -3.863068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22546 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 31683 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 247 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 2171 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 24712 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 32707 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 291649 members 
Mstep: Class 25 contains 78287 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 134950 members 
Mstep: Class 28 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630680.000000 Penalty: 35938.746094
Iteration 296F: 29 clusters Score -3.863068e+07 nChanged 0
Entering ConstructFrom: 
Score: -38630680.000000 Penalty: 35938.746094
Entering ConstructFrom: 
Trying to split cluster 1 (15712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Entering Unmasked Estep 
Score: -853645.937500 Penalty: 917.907104
	Iteration 0F: 2 clusters Score -853645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -843100.312500 Penalty: 1835.814209
	Iteration 0F: 3 clusters Score -843100.3 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -847463.937500 Penalty: 1835.814209
	Iteration 1F: 3 clusters Score -847463.9 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -848201.812500 Penalty: 1835.814209
	Iteration 2F: 3 clusters Score -848201.8 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -849227.375000 Penalty: 1835.814209
	Iteration 3F: 3 clusters Score -849227.4 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -850417.062500 Penalty: 1835.814209
	Iteration 4F: 3 clusters Score -850417.1 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -851575.875000 Penalty: 1835.814209
	Iteration 5F: 3 clusters Score -851575.9 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -852452.062500 Penalty: 1835.814209
	Iteration 6F: 3 clusters Score -852452.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -852959.000000 Penalty: 1835.814209
	Iteration 7Q: 3 clusters Score -852959 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -853221.812500 Penalty: 1835.814209
	Iteration 8Q: 3 clusters Score -853221.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -853344.437500 Penalty: 1835.814209
	Iteration 9Q: 3 clusters Score -853344.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -853399.250000 Penalty: 1835.814209
	Iteration 10Q: 3 clusters Score -853399.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -853441.062500 Penalty: 1835.814209
	Iteration 11Q: 3 clusters Score -853441.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -853468.937500 Penalty: 1835.814209
	Iteration 12Q: 3 clusters Score -853468.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -853482.312500 Penalty: 1835.814209
	Iteration 13Q: 3 clusters Score -853482.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -853491.000000 Penalty: 1835.814209
	Iteration 14Q: 3 clusters Score -853491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -853496.625000 Penalty: 1835.814209
	Iteration 15Q: 3 clusters Score -853496.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -853501.625000 Penalty: 1835.814209
	Iteration 16Q: 3 clusters Score -853501.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -853504.687500 Penalty: 1835.814209
	Iteration 17Q: 3 clusters Score -853504.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -853506.937500 Penalty: 1835.814209
	Iteration 18Q: 3 clusters Score -853506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -853508.000000 Penalty: 1835.814209
	Iteration 19Q: 3 clusters Score -853508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -853508.437500 Penalty: 1835.814209
	Iteration 20F: 3 clusters Score -853508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -853509.125000 Penalty: 1835.814209
	Iteration 21Q: 3 clusters Score -853509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -853507.187500 Penalty: 1835.814209
	Iteration 22Q: 3 clusters Score -853507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -853512.437500 Penalty: 1835.814209
	Iteration 23Q: 3 clusters Score -853512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -853513.062500 Penalty: 1835.814209
	Iteration 24Q: 3 clusters Score -853513.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -853513.750000 Penalty: 1835.814209
	Iteration 25Q: 3 clusters Score -853513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -853513.437500 Penalty: 1835.814209
	Iteration 26Q: 3 clusters Score -853513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -853512.875000 Penalty: 1835.814209
	Iteration 27Q: 3 clusters Score -853512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -853514.125000 Penalty: 1835.814209
	Iteration 28Q: 3 clusters Score -853514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -853518.062500 Penalty: 1835.814209
	Iteration 29Q: 3 clusters Score -853518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -853519.937500 Penalty: 1835.814209
	Iteration 30Q: 3 clusters Score -853519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -853520.937500 Penalty: 1835.814209
	Iteration 31Q: 3 clusters Score -853520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -853522.250000 Penalty: 1835.814209
	Iteration 32Q: 3 clusters Score -853522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -853522.562500 Penalty: 1835.814209
	Iteration 33Q: 3 clusters Score -853522.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -853523.625000 Penalty: 1835.814209
	Iteration 34Q: 3 clusters Score -853523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -853523.500000 Penalty: 1835.814209
	Iteration 35Q: 3 clusters Score -853523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -853526.000000 Penalty: 1835.814209
	Iteration 36Q: 3 clusters Score -853526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -853526.750000 Penalty: 1835.814209
	Iteration 37Q: 3 clusters Score -853526.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -853528.562500 Penalty: 1835.814209
	Iteration 38Q: 3 clusters Score -853528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -853530.750000 Penalty: 1835.814209
	Iteration 39Q: 3 clusters Score -853530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -853531.437500 Penalty: 1835.814209
	Iteration 40F: 3 clusters Score -853531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -853530.062500 Penalty: 1835.814209
	Iteration 41Q: 3 clusters Score -853530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -853528.875000 Penalty: 1835.814209
	Iteration 42Q: 3 clusters Score -853528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -853530.375000 Penalty: 1835.814209
	Iteration 43Q: 3 clusters Score -853530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -853530.375000 Penalty: 1835.814209
	Iteration 44F: 3 clusters Score -853530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -252101.359375 Penalty: 801.891174
	Iteration 0F: 2 clusters Score -252101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -248757.796875 Penalty: 1603.782349
	Iteration 0F: 3 clusters Score -248757.8 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -249893.718750 Penalty: 1603.782349
	Iteration 1F: 3 clusters Score -249893.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -250069.546875 Penalty: 1603.782349
	Iteration 2F: 3 clusters Score -250069.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -250208.484375 Penalty: 1603.782349
	Iteration 3F: 3 clusters Score -250208.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -250313.609375 Penalty: 1603.782349
	Iteration 4Q: 3 clusters Score -250313.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -250405.765625 Penalty: 1603.782349
	Iteration 5Q: 3 clusters Score -250405.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -250474.859375 Penalty: 1603.782349
	Iteration 6Q: 3 clusters Score -250474.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -250532.562500 Penalty: 1603.782349
	Iteration 7Q: 3 clusters Score -250532.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -250596.609375 Penalty: 1603.782349
	Iteration 8Q: 3 clusters Score -250596.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -250655.468750 Penalty: 1603.782349
	Iteration 9Q: 3 clusters Score -250655.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -250730.718750 Penalty: 1603.782349
	Iteration 10Q: 3 clusters Score -250730.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -250801.812500 Penalty: 1603.782349
	Iteration 11Q: 3 clusters Score -250801.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -250866.140625 Penalty: 1603.782349
	Iteration 12Q: 3 clusters Score -250866.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -250943.140625 Penalty: 1603.782349
	Iteration 13Q: 3 clusters Score -250943.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -251000.781250 Penalty: 1603.782349
	Iteration 14Q: 3 clusters Score -251000.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -251042.125000 Penalty: 1603.782349
	Iteration 15Q: 3 clusters Score -251042.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -251071.812500 Penalty: 1603.782349
	Iteration 16Q: 3 clusters Score -251071.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -251096.406250 Penalty: 1603.782349
	Iteration 17Q: 3 clusters Score -251096.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -251115.984375 Penalty: 1603.782349
	Iteration 18Q: 3 clusters Score -251116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -251135.453125 Penalty: 1603.782349
	Iteration 19Q: 3 clusters Score -251135.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -251152.109375 Penalty: 1603.782349
	Iteration 20F: 3 clusters Score -251152.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -251165.031250 Penalty: 1603.782349
	Iteration 21Q: 3 clusters Score -251165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -251174.453125 Penalty: 1603.782349
	Iteration 22Q: 3 clusters Score -251174.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -251183.437500 Penalty: 1603.782349
	Iteration 23Q: 3 clusters Score -251183.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -251191.359375 Penalty: 1603.782349
	Iteration 24Q: 3 clusters Score -251191.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -251197.812500 Penalty: 1603.782349
	Iteration 25Q: 3 clusters Score -251197.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -251202.906250 Penalty: 1603.782349
	Iteration 26Q: 3 clusters Score -251202.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -251209.515625 Penalty: 1603.782349
	Iteration 27Q: 3 clusters Score -251209.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -251213.390625 Penalty: 1603.782349
	Iteration 28Q: 3 clusters Score -251213.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -251216.218750 Penalty: 1603.782349
	Iteration 29Q: 3 clusters Score -251216.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -251217.500000 Penalty: 1603.782349
	Iteration 30Q: 3 clusters Score -251217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -251218.515625 Penalty: 1603.782349
	Iteration 31Q: 3 clusters Score -251218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -251218.265625 Penalty: 1603.782349
	Iteration 32Q: 3 clusters Score -251218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -251218.562500 Penalty: 1603.782349
	Iteration 33Q: 3 clusters Score -251218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -251218.562500 Penalty: 1603.782349
	Iteration 34F: 3 clusters Score -251218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Entering Unmasked Estep 
Score: -1119822.250000 Penalty: 952.214722
	Iteration 0F: 2 clusters Score -1119822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1104774.000000 Penalty: 1904.429443
	Iteration 0F: 3 clusters Score -1104774 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1110669.875000 Penalty: 1904.429443
	Iteration 1F: 3 clusters Score -1110670 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1111042.125000 Penalty: 1904.429443
	Iteration 2Q: 3 clusters Score -1111042 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1111520.250000 Penalty: 1904.429443
	Iteration 3F: 3 clusters Score -1111520 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1112245.375000 Penalty: 1904.429443
	Iteration 4F: 3 clusters Score -1112245 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1113277.125000 Penalty: 1904.429443
	Iteration 5F: 3 clusters Score -1113277 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1114645.000000 Penalty: 1904.429443
	Iteration 6F: 3 clusters Score -1114645 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -1116198.500000 Penalty: 1904.429443
	Iteration 7F: 3 clusters Score -1116198 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1117527.000000 Penalty: 1904.429443
	Iteration 8F: 3 clusters Score -1117527 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -1118340.875000 Penalty: 1904.429443
	Iteration 9Q: 3 clusters Score -1118341 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -1118700.000000 Penalty: 1904.429443
	Iteration 10Q: 3 clusters Score -1118700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -1118855.250000 Penalty: 1904.429443
	Iteration 11Q: 3 clusters Score -1118855 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -1118919.375000 Penalty: 1904.429443
	Iteration 12Q: 3 clusters Score -1118919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -1118953.625000 Penalty: 1904.429443
	Iteration 13Q: 3 clusters Score -1118954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -1118965.250000 Penalty: 1904.429443
	Iteration 14Q: 3 clusters Score -1118965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -1118971.750000 Penalty: 1904.429443
	Iteration 15Q: 3 clusters Score -1118972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -1118975.125000 Penalty: 1904.429443
	Iteration 16Q: 3 clusters Score -1118975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -1118976.500000 Penalty: 1904.429443
	Iteration 17Q: 3 clusters Score -1118976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -1118976.500000 Penalty: 1904.429443
	Iteration 18F: 3 clusters Score -1118976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -164869.953125 Penalty: 772.635010
	Iteration 0F: 2 clusters Score -164870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -162324.171875 Penalty: 1545.270020
	Iteration 0F: 3 clusters Score -162324.2 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -163152.250000 Penalty: 1545.270020
	Iteration 1F: 3 clusters Score -163152.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -163368.046875 Penalty: 1545.270020
	Iteration 2F: 3 clusters Score -163368 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -163612.312500 Penalty: 1545.270020
	Iteration 3F: 3 clusters Score -163612.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -163903.093750 Penalty: 1545.270020
	Iteration 4F: 3 clusters Score -163903.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -164155.515625 Penalty: 1545.270020
	Iteration 5F: 3 clusters Score -164155.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -164311.718750 Penalty: 1545.270020
	Iteration 6F: 3 clusters Score -164311.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -164407.500000 Penalty: 1545.270020
	Iteration 7Q: 3 clusters Score -164407.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -164466.281250 Penalty: 1545.270020
	Iteration 8Q: 3 clusters Score -164466.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -164511.906250 Penalty: 1545.270020
	Iteration 9Q: 3 clusters Score -164511.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -164534.796875 Penalty: 1545.270020
	Iteration 10Q: 3 clusters Score -164534.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -164557.437500 Penalty: 1545.270020
	Iteration 11Q: 3 clusters Score -164557.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -164582.125000 Penalty: 1545.270020
	Iteration 12Q: 3 clusters Score -164582.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -164600.593750 Penalty: 1545.270020
	Iteration 13Q: 3 clusters Score -164600.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -164617.187500 Penalty: 1545.270020
	Iteration 14Q: 3 clusters Score -164617.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -164632.937500 Penalty: 1545.270020
	Iteration 15Q: 3 clusters Score -164632.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -164649.234375 Penalty: 1545.270020
	Iteration 16Q: 3 clusters Score -164649.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -164661.796875 Penalty: 1545.270020
	Iteration 17Q: 3 clusters Score -164661.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -164670.937500 Penalty: 1545.270020
	Iteration 18Q: 3 clusters Score -164670.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -164677.359375 Penalty: 1545.270020
	Iteration 19Q: 3 clusters Score -164677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -164679.203125 Penalty: 1545.270020
	Iteration 20F: 3 clusters Score -164679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -164679.875000 Penalty: 1545.270020
	Iteration 21Q: 3 clusters Score -164679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -164679.875000 Penalty: 1545.270020
	Iteration 22F: 3 clusters Score -164679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -240687.640625 Penalty: 798.318481
	Iteration 0F: 2 clusters Score -240687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -237461.640625 Penalty: 1596.636963
	Iteration 0F: 3 clusters Score -237461.6 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -238582.093750 Penalty: 1596.636963
	Iteration 1F: 3 clusters Score -238582.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -238906.218750 Penalty: 1596.636963
	Iteration 2F: 3 clusters Score -238906.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -239286.453125 Penalty: 1596.636963
	Iteration 3F: 3 clusters Score -239286.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -239668.562500 Penalty: 1596.636963
	Iteration 4F: 3 clusters Score -239668.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -239949.812500 Penalty: 1596.636963
	Iteration 5F: 3 clusters Score -239949.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -240125.546875 Penalty: 1596.636963
	Iteration 6Q: 3 clusters Score -240125.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -240213.843750 Penalty: 1596.636963
	Iteration 7Q: 3 clusters Score -240213.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -240246.515625 Penalty: 1596.636963
	Iteration 8Q: 3 clusters Score -240246.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -240268.375000 Penalty: 1596.636963
	Iteration 9Q: 3 clusters Score -240268.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -240279.015625 Penalty: 1596.636963
	Iteration 10Q: 3 clusters Score -240279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -240283.187500 Penalty: 1596.636963
	Iteration 11Q: 3 clusters Score -240283.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -240286.171875 Penalty: 1596.636963
	Iteration 12Q: 3 clusters Score -240286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -240286.984375 Penalty: 1596.636963
	Iteration 13Q: 3 clusters Score -240287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -240289.671875 Penalty: 1596.636963
	Iteration 14Q: 3 clusters Score -240289.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -240291.093750 Penalty: 1596.636963
	Iteration 15Q: 3 clusters Score -240291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -240291.687500 Penalty: 1596.636963
	Iteration 16Q: 3 clusters Score -240291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -240292.843750 Penalty: 1596.636963
	Iteration 17Q: 3 clusters Score -240292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -240292.375000 Penalty: 1596.636963
	Iteration 18Q: 3 clusters Score -240292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -240292.375000 Penalty: 1596.636963
	Iteration 19F: 3 clusters Score -240292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -299513.218750 Penalty: 826.295410
	Iteration 0F: 2 clusters Score -299513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -295250.218750 Penalty: 1652.590820
	Iteration 0F: 3 clusters Score -295250.2 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -296806.343750 Penalty: 1652.590820
	Iteration 1F: 3 clusters Score -296806.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -296995.781250 Penalty: 1652.590820
	Iteration 2F: 3 clusters Score -296995.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -297141.062500 Penalty: 1652.590820
	Iteration 3F: 3 clusters Score -297141.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -297253.718750 Penalty: 1652.590820
	Iteration 4Q: 3 clusters Score -297253.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -297341.781250 Penalty: 1652.590820
	Iteration 5Q: 3 clusters Score -297341.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -297449.968750 Penalty: 1652.590820
	Iteration 6Q: 3 clusters Score -297450 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -297568.093750 Penalty: 1652.590820
	Iteration 7Q: 3 clusters Score -297568.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -297678.937500 Penalty: 1652.590820
	Iteration 8Q: 3 clusters Score -297678.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -297800.968750 Penalty: 1652.590820
	Iteration 9Q: 3 clusters Score -297801 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -297947.937500 Penalty: 1652.590820
	Iteration 10Q: 3 clusters Score -297947.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -298090.343750 Penalty: 1652.590820
	Iteration 11Q: 3 clusters Score -298090.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -298247.125000 Penalty: 1652.590820
	Iteration 12Q: 3 clusters Score -298247.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -298374.750000 Penalty: 1652.590820
	Iteration 13Q: 3 clusters Score -298374.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -298478.656250 Penalty: 1652.590820
	Iteration 14Q: 3 clusters Score -298478.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -298547.843750 Penalty: 1652.590820
	Iteration 15Q: 3 clusters Score -298547.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -298607.187500 Penalty: 1652.590820
	Iteration 16Q: 3 clusters Score -298607.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -298649.500000 Penalty: 1652.590820
	Iteration 17Q: 3 clusters Score -298649.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -298695.093750 Penalty: 1652.590820
	Iteration 18Q: 3 clusters Score -298695.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -298736.093750 Penalty: 1652.590820
	Iteration 19Q: 3 clusters Score -298736.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -298757.343750 Penalty: 1652.590820
	Iteration 20F: 3 clusters Score -298757.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -298773.187500 Penalty: 1652.590820
	Iteration 21Q: 3 clusters Score -298773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -298784.656250 Penalty: 1652.590820
	Iteration 22Q: 3 clusters Score -298784.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -298796.718750 Penalty: 1652.590820
	Iteration 23Q: 3 clusters Score -298796.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -298803.093750 Penalty: 1652.590820
	Iteration 24Q: 3 clusters Score -298803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -298807.812500 Penalty: 1652.590820
	Iteration 25Q: 3 clusters Score -298807.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -298813.843750 Penalty: 1652.590820
	Iteration 26Q: 3 clusters Score -298813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -298819.031250 Penalty: 1652.590820
	Iteration 27Q: 3 clusters Score -298819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -298822.093750 Penalty: 1652.590820
	Iteration 28Q: 3 clusters Score -298822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -298823.062500 Penalty: 1652.590820
	Iteration 29Q: 3 clusters Score -298823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -298823.062500 Penalty: 1652.590820
	Iteration 30F: 3 clusters Score -298823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Entering Unmasked Estep 
Score: -1834452.500000 Penalty: 984.535889
	Iteration 0F: 2 clusters Score -1834452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1813262.375000 Penalty: 1969.071777
	Iteration 0F: 3 clusters Score -1813262 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1822033.000000 Penalty: 1969.071777
	Iteration 1F: 3 clusters Score -1822033 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1822729.000000 Penalty: 1969.071777
	Iteration 2F: 3 clusters Score -1822729 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -1823645.125000 Penalty: 1969.071777
	Iteration 3F: 3 clusters Score -1823645 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -1824883.250000 Penalty: 1969.071777
	Iteration 4F: 3 clusters Score -1824883 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -1826503.000000 Penalty: 1969.071777
	Iteration 5F: 3 clusters Score -1826503 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -1828461.250000 Penalty: 1969.071777
	Iteration 6F: 3 clusters Score -1828461 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -1830458.750000 Penalty: 1969.071777
	Iteration 7F: 3 clusters Score -1830459 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -1832119.250000 Penalty: 1969.071777
	Iteration 8F: 3 clusters Score -1832119 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -1832998.500000 Penalty: 1969.071777
	Iteration 9Q: 3 clusters Score -1832998 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -1833347.875000 Penalty: 1969.071777
	Iteration 10Q: 3 clusters Score -1833348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -1833480.875000 Penalty: 1969.071777
	Iteration 11Q: 3 clusters Score -1833481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -1833520.500000 Penalty: 1969.071777
	Iteration 12Q: 3 clusters Score -1833520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -1833544.875000 Penalty: 1969.071777
	Iteration 13Q: 3 clusters Score -1833545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -1833560.875000 Penalty: 1969.071777
	Iteration 14Q: 3 clusters Score -1833561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -1833583.625000 Penalty: 1969.071777
	Iteration 15Q: 3 clusters Score -1833584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -1833588.750000 Penalty: 1969.071777
	Iteration 16Q: 3 clusters Score -1833589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -1833592.875000 Penalty: 1969.071777
	Iteration 17Q: 3 clusters Score -1833593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -1833597.875000 Penalty: 1969.071777
	Iteration 18Q: 3 clusters Score -1833598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -1833603.875000 Penalty: 1969.071777
	Iteration 19Q: 3 clusters Score -1833604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -1833606.625000 Penalty: 1969.071777
	Iteration 20F: 3 clusters Score -1833607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -212321.875000 Penalty: 783.585388
	Iteration 0F: 2 clusters Score -212321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -209480.359375 Penalty: 1567.170776
	Iteration 0F: 3 clusters Score -209480.4 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -210318.218750 Penalty: 1567.170776
	Iteration 1F: 3 clusters Score -210318.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -210454.250000 Penalty: 1567.170776
	Iteration 2F: 3 clusters Score -210454.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -210559.218750 Penalty: 1567.170776
	Iteration 3F: 3 clusters Score -210559.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -210670.859375 Penalty: 1567.170776
	Iteration 4F: 3 clusters Score -210670.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -210777.562500 Penalty: 1567.170776
	Iteration 5Q: 3 clusters Score -210777.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -210894.578125 Penalty: 1567.170776
	Iteration 6Q: 3 clusters Score -210894.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -211019.093750 Penalty: 1567.170776
	Iteration 7Q: 3 clusters Score -211019.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -211176.031250 Penalty: 1567.170776
	Iteration 8F: 3 clusters Score -211176 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -211317.140625 Penalty: 1567.170776
	Iteration 9Q: 3 clusters Score -211317.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -211422.796875 Penalty: 1567.170776
	Iteration 10Q: 3 clusters Score -211422.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -211487.171875 Penalty: 1567.170776
	Iteration 11Q: 3 clusters Score -211487.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -211532.687500 Penalty: 1567.170776
	Iteration 12Q: 3 clusters Score -211532.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -211560.156250 Penalty: 1567.170776
	Iteration 13Q: 3 clusters Score -211560.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -211574.437500 Penalty: 1567.170776
	Iteration 14Q: 3 clusters Score -211574.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -211590.875000 Penalty: 1567.170776
	Iteration 15Q: 3 clusters Score -211590.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -211606.640625 Penalty: 1567.170776
	Iteration 16Q: 3 clusters Score -211606.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -211620.531250 Penalty: 1567.170776
	Iteration 17Q: 3 clusters Score -211620.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -211627.734375 Penalty: 1567.170776
	Iteration 18Q: 3 clusters Score -211627.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -211633.437500 Penalty: 1567.170776
	Iteration 19Q: 3 clusters Score -211633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -211640.265625 Penalty: 1567.170776
	Iteration 20F: 3 clusters Score -211640.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -211644.625000 Penalty: 1567.170776
	Iteration 21Q: 3 clusters Score -211644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -211645.406250 Penalty: 1567.170776
	Iteration 22Q: 3 clusters Score -211645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -211646.281250 Penalty: 1567.170776
	Iteration 23Q: 3 clusters Score -211646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -211646.812500 Penalty: 1567.170776
	Iteration 24Q: 3 clusters Score -211646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -211647.875000 Penalty: 1567.170776
	Iteration 25Q: 3 clusters Score -211647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -211648.562500 Penalty: 1567.170776
	Iteration 26Q: 3 clusters Score -211648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -211650.546875 Penalty: 1567.170776
	Iteration 27Q: 3 clusters Score -211650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -211652.687500 Penalty: 1567.170776
	Iteration 28Q: 3 clusters Score -211652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -211652.984375 Penalty: 1567.170776
	Iteration 29Q: 3 clusters Score -211653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -211652.984375 Penalty: 1567.170776
	Iteration 30F: 3 clusters Score -211653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Entering Unmasked Estep 
Score: -706120.250000 Penalty: 901.097900
	Iteration 0F: 2 clusters Score -706120.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -697222.750000 Penalty: 1802.195801
	Iteration 0F: 3 clusters Score -697222.8 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -700695.375000 Penalty: 1802.195801
	Iteration 1F: 3 clusters Score -700695.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -701033.875000 Penalty: 1802.195801
	Iteration 2F: 3 clusters Score -701033.9 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -701412.250000 Penalty: 1802.195801
	Iteration 3F: 3 clusters Score -701412.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -701871.125000 Penalty: 1802.195801
	Iteration 4F: 3 clusters Score -701871.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -702455.687500 Penalty: 1802.195801
	Iteration 5F: 3 clusters Score -702455.7 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -703105.125000 Penalty: 1802.195801
	Iteration 6F: 3 clusters Score -703105.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -703762.125000 Penalty: 1802.195801
	Iteration 7F: 3 clusters Score -703762.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -704374.812500 Penalty: 1802.195801
	Iteration 8Q: 3 clusters Score -704374.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -704820.687500 Penalty: 1802.195801
	Iteration 9Q: 3 clusters Score -704820.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -705085.812500 Penalty: 1802.195801
	Iteration 10Q: 3 clusters Score -705085.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -705208.187500 Penalty: 1802.195801
	Iteration 11Q: 3 clusters Score -705208.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -705273.500000 Penalty: 1802.195801
	Iteration 12Q: 3 clusters Score -705273.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -705317.562500 Penalty: 1802.195801
	Iteration 13Q: 3 clusters Score -705317.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -705343.250000 Penalty: 1802.195801
	Iteration 14Q: 3 clusters Score -705343.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -705364.562500 Penalty: 1802.195801
	Iteration 15Q: 3 clusters Score -705364.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -705378.562500 Penalty: 1802.195801
	Iteration 16Q: 3 clusters Score -705378.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -705390.187500 Penalty: 1802.195801
	Iteration 17Q: 3 clusters Score -705390.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -705403.625000 Penalty: 1802.195801
	Iteration 18Q: 3 clusters Score -705403.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -705410.000000 Penalty: 1802.195801
	Iteration 19Q: 3 clusters Score -705410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -705416.875000 Penalty: 1802.195801
	Iteration 20F: 3 clusters Score -705416.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -705422.375000 Penalty: 1802.195801
	Iteration 21Q: 3 clusters Score -705422.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -705424.687500 Penalty: 1802.195801
	Iteration 22Q: 3 clusters Score -705424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -705424.937500 Penalty: 1802.195801
	Iteration 23Q: 3 clusters Score -705424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -705425.562500 Penalty: 1802.195801
	Iteration 24Q: 3 clusters Score -705425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -705427.812500 Penalty: 1802.195801
	Iteration 25Q: 3 clusters Score -705427.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -705429.187500 Penalty: 1802.195801
	Iteration 26Q: 3 clusters Score -705429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -705430.750000 Penalty: 1802.195801
	Iteration 27Q: 3 clusters Score -705430.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -705434.250000 Penalty: 1802.195801
	Iteration 28Q: 3 clusters Score -705434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -705434.500000 Penalty: 1802.195801
	Iteration 29Q: 3 clusters Score -705434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -705434.625000 Penalty: 1802.195801
	Iteration 30Q: 3 clusters Score -705434.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -705434.625000 Penalty: 1802.195801
	Iteration 31Q: 3 clusters Score -705434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -705437.125000 Penalty: 1802.195801
	Iteration 32Q: 3 clusters Score -705437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -705437.687500 Penalty: 1802.195801
	Iteration 33Q: 3 clusters Score -705437.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -705438.187500 Penalty: 1802.195801
	Iteration 34Q: 3 clusters Score -705438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -705440.250000 Penalty: 1802.195801
	Iteration 35Q: 3 clusters Score -705440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -705441.250000 Penalty: 1802.195801
	Iteration 36Q: 3 clusters Score -705441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -705441.625000 Penalty: 1802.195801
	Iteration 37Q: 3 clusters Score -705441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -705442.062500 Penalty: 1802.195801
	Iteration 38Q: 3 clusters Score -705442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -705441.812500 Penalty: 1802.195801
	Iteration 39Q: 3 clusters Score -705441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -705441.312500 Penalty: 1802.195801
	Iteration 40F: 3 clusters Score -705441.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -705443.687500 Penalty: 1802.195801
	Iteration 41Q: 3 clusters Score -705443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -705444.187500 Penalty: 1802.195801
	Iteration 42Q: 3 clusters Score -705444.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -705446.312500 Penalty: 1802.195801
	Iteration 43Q: 3 clusters Score -705446.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -705449.187500 Penalty: 1802.195801
	Iteration 44Q: 3 clusters Score -705449.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -705448.687500 Penalty: 1802.195801
	Iteration 45Q: 3 clusters Score -705448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -705449.812500 Penalty: 1802.195801
	Iteration 46Q: 3 clusters Score -705449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -705448.500000 Penalty: 1802.195801
	Iteration 47Q: 3 clusters Score -705448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -705450.500000 Penalty: 1802.195801
	Iteration 48Q: 3 clusters Score -705450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -705450.562500 Penalty: 1802.195801
	Iteration 49Q: 3 clusters Score -705450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -705450.437500 Penalty: 1802.195801
	Iteration 50Q: 3 clusters Score -705450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -705450.437500 Penalty: 1802.195801
	Iteration 51F: 3 clusters Score -705450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -268260.468750 Penalty: 798.083923
	Iteration 0F: 2 clusters Score -268260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -265028.281250 Penalty: 1596.167847
	Iteration 0F: 3 clusters Score -265028.3 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -265995.656250 Penalty: 1596.167847
	Iteration 1F: 3 clusters Score -265995.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -266134.343750 Penalty: 1596.167847
	Iteration 2F: 3 clusters Score -266134.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -266282.062500 Penalty: 1596.167847
	Iteration 3F: 3 clusters Score -266282.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -266417.031250 Penalty: 1596.167847
	Iteration 4F: 3 clusters Score -266417 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -266565.218750 Penalty: 1596.167847
	Iteration 5F: 3 clusters Score -266565.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -266718.812500 Penalty: 1596.167847
	Iteration 6F: 3 clusters Score -266718.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -266892.718750 Penalty: 1596.167847
	Iteration 7F: 3 clusters Score -266892.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -267079.500000 Penalty: 1596.167847
	Iteration 8Q: 3 clusters Score -267079.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -267234.218750 Penalty: 1596.167847
	Iteration 9Q: 3 clusters Score -267234.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -267357.812500 Penalty: 1596.167847
	Iteration 10Q: 3 clusters Score -267357.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -267434.656250 Penalty: 1596.167847
	Iteration 11Q: 3 clusters Score -267434.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -267476.437500 Penalty: 1596.167847
	Iteration 12Q: 3 clusters Score -267476.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -267507.687500 Penalty: 1596.167847
	Iteration 13Q: 3 clusters Score -267507.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -267534.812500 Penalty: 1596.167847
	Iteration 14Q: 3 clusters Score -267534.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -267550.781250 Penalty: 1596.167847
	Iteration 15Q: 3 clusters Score -267550.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -267565.937500 Penalty: 1596.167847
	Iteration 16Q: 3 clusters Score -267565.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -267573.406250 Penalty: 1596.167847
	Iteration 17Q: 3 clusters Score -267573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -267577.312500 Penalty: 1596.167847
	Iteration 18Q: 3 clusters Score -267577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -267580.968750 Penalty: 1596.167847
	Iteration 19Q: 3 clusters Score -267581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -267584.281250 Penalty: 1596.167847
	Iteration 20F: 3 clusters Score -267584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -267588.125000 Penalty: 1596.167847
	Iteration 21Q: 3 clusters Score -267588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -267589.125000 Penalty: 1596.167847
	Iteration 22Q: 3 clusters Score -267589.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -267589.125000 Penalty: 1596.167847
	Iteration 23F: 3 clusters Score -267589.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -13252.673828 Penalty: 523.391907
	Iteration 0F: 2 clusters Score -13252.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12722.857422 Penalty: 1046.783813
	Iteration 0F: 3 clusters Score -12722.86 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12821.936523 Penalty: 1046.783813
	Iteration 1F: 3 clusters Score -12821.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12844.950195 Penalty: 1046.783813
	Iteration 2Q: 3 clusters Score -12844.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12848.832031 Penalty: 1046.783813
	Iteration 3Q: 3 clusters Score -12848.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12852.737305 Penalty: 1046.783813
	Iteration 4Q: 3 clusters Score -12852.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12852.737305 Penalty: 1046.783813
	Iteration 5F: 3 clusters Score -12852.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Entering Unmasked Estep 
Score: -838792.000000 Penalty: 911.193726
	Iteration 0F: 2 clusters Score -838792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -828886.687500 Penalty: 1822.387451
	Iteration 0F: 3 clusters Score -828886.7 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -832537.937500 Penalty: 1822.387451
	Iteration 1F: 3 clusters Score -832537.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -832781.937500 Penalty: 1822.387451
	Iteration 2Q: 3 clusters Score -832781.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -833015.875000 Penalty: 1822.387451
	Iteration 3Q: 3 clusters Score -833015.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -833254.625000 Penalty: 1822.387451
	Iteration 4Q: 3 clusters Score -833254.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -833532.875000 Penalty: 1822.387451
	Iteration 5Q: 3 clusters Score -833532.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -833875.125000 Penalty: 1822.387451
	Iteration 6Q: 3 clusters Score -833875.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -834283.625000 Penalty: 1822.387451
	Iteration 7Q: 3 clusters Score -834283.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -834709.750000 Penalty: 1822.387451
	Iteration 8Q: 3 clusters Score -834709.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -835157.375000 Penalty: 1822.387451
	Iteration 9Q: 3 clusters Score -835157.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -835670.062500 Penalty: 1822.387451
	Iteration 10Q: 3 clusters Score -835670.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -836131.937500 Penalty: 1822.387451
	Iteration 11Q: 3 clusters Score -836131.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -836543.312500 Penalty: 1822.387451
	Iteration 12Q: 3 clusters Score -836543.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -836881.125000 Penalty: 1822.387451
	Iteration 13Q: 3 clusters Score -836881.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -837143.625000 Penalty: 1822.387451
	Iteration 14Q: 3 clusters Score -837143.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -837362.000000 Penalty: 1822.387451
	Iteration 15Q: 3 clusters Score -837362 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -837519.625000 Penalty: 1822.387451
	Iteration 16Q: 3 clusters Score -837519.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -837636.812500 Penalty: 1822.387451
	Iteration 17Q: 3 clusters Score -837636.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -837713.625000 Penalty: 1822.387451
	Iteration 18Q: 3 clusters Score -837713.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -837790.812500 Penalty: 1822.387451
	Iteration 19Q: 3 clusters Score -837790.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -837831.937500 Penalty: 1822.387451
	Iteration 20F: 3 clusters Score -837831.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -837859.812500 Penalty: 1822.387451
	Iteration 21Q: 3 clusters Score -837859.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -837886.312500 Penalty: 1822.387451
	Iteration 22Q: 3 clusters Score -837886.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -837908.437500 Penalty: 1822.387451
	Iteration 23Q: 3 clusters Score -837908.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -837936.375000 Penalty: 1822.387451
	Iteration 24Q: 3 clusters Score -837936.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -837965.437500 Penalty: 1822.387451
	Iteration 25Q: 3 clusters Score -837965.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -837989.500000 Penalty: 1822.387451
	Iteration 26Q: 3 clusters Score -837989.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -838000.500000 Penalty: 1822.387451
	Iteration 27Q: 3 clusters Score -838000.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -838011.250000 Penalty: 1822.387451
	Iteration 28Q: 3 clusters Score -838011.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -838018.687500 Penalty: 1822.387451
	Iteration 29Q: 3 clusters Score -838018.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -838022.750000 Penalty: 1822.387451
	Iteration 30Q: 3 clusters Score -838022.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -838030.875000 Penalty: 1822.387451
	Iteration 31Q: 3 clusters Score -838030.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -838038.750000 Penalty: 1822.387451
	Iteration 32Q: 3 clusters Score -838038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -838047.437500 Penalty: 1822.387451
	Iteration 33Q: 3 clusters Score -838047.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -838053.625000 Penalty: 1822.387451
	Iteration 34Q: 3 clusters Score -838053.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -838056.125000 Penalty: 1822.387451
	Iteration 35Q: 3 clusters Score -838056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -838061.000000 Penalty: 1822.387451
	Iteration 36Q: 3 clusters Score -838061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -838064.562500 Penalty: 1822.387451
	Iteration 37Q: 3 clusters Score -838064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -838066.250000 Penalty: 1822.387451
	Iteration 38Q: 3 clusters Score -838066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -838066.750000 Penalty: 1822.387451
	Iteration 39Q: 3 clusters Score -838066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -838067.375000 Penalty: 1822.387451
	Iteration 40F: 3 clusters Score -838067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -838068.437500 Penalty: 1822.387451
	Iteration 41Q: 3 clusters Score -838068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -838070.250000 Penalty: 1822.387451
	Iteration 42Q: 3 clusters Score -838070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -838070.500000 Penalty: 1822.387451
	Iteration 43Q: 3 clusters Score -838070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -838071.187500 Penalty: 1822.387451
	Iteration 44Q: 3 clusters Score -838071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -838071.125000 Penalty: 1822.387451
	Iteration 45Q: 3 clusters Score -838071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -838071.062500 Penalty: 1822.387451
	Iteration 46Q: 3 clusters Score -838071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -838072.312500 Penalty: 1822.387451
	Iteration 47Q: 3 clusters Score -838072.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -838073.187500 Penalty: 1822.387451
	Iteration 48Q: 3 clusters Score -838073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -838072.937500 Penalty: 1822.387451
	Iteration 49Q: 3 clusters Score -838072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -838072.937500 Penalty: 1822.387451
	Iteration 50F: 3 clusters Score -838072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -118729.875000 Penalty: 729.879639
	Iteration 0F: 2 clusters Score -118729.9 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 1101 members 
Entering Unmasked Estep 
Score: -116893.968750 Penalty: 1459.759277
	Iteration 0F: 3 clusters Score -116894 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -117429.164062 Penalty: 1459.759277
	Iteration 1F: 3 clusters Score -117429.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -117612.734375 Penalty: 1459.759277
	Iteration 2F: 3 clusters Score -117612.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -117760.570312 Penalty: 1459.759277
	Iteration 3F: 3 clusters Score -117760.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -117890.562500 Penalty: 1459.759277
	Iteration 4F: 3 clusters Score -117890.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -118006.343750 Penalty: 1459.759277
	Iteration 5F: 3 clusters Score -118006.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -118096.671875 Penalty: 1459.759277
	Iteration 6Q: 3 clusters Score -118096.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -118159.851562 Penalty: 1459.759277
	Iteration 7Q: 3 clusters Score -118159.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -118194.976562 Penalty: 1459.759277
	Iteration 8Q: 3 clusters Score -118195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -118213.273438 Penalty: 1459.759277
	Iteration 9Q: 3 clusters Score -118213.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -118223.054688 Penalty: 1459.759277
	Iteration 10Q: 3 clusters Score -118223.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -118230.148438 Penalty: 1459.759277
	Iteration 11Q: 3 clusters Score -118230.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -118235.710938 Penalty: 1459.759277
	Iteration 12Q: 3 clusters Score -118235.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -118239.875000 Penalty: 1459.759277
	Iteration 13Q: 3 clusters Score -118239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -118242.234375 Penalty: 1459.759277
	Iteration 14Q: 3 clusters Score -118242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -118243.773438 Penalty: 1459.759277
	Iteration 15Q: 3 clusters Score -118243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -118245.328125 Penalty: 1459.759277
	Iteration 16Q: 3 clusters Score -118245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -118247.460938 Penalty: 1459.759277
	Iteration 17Q: 3 clusters Score -118247.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -118250.054688 Penalty: 1459.759277
	Iteration 18Q: 3 clusters Score -118250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -118251.523438 Penalty: 1459.759277
	Iteration 19Q: 3 clusters Score -118251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -118253.304688 Penalty: 1459.759277
	Iteration 20F: 3 clusters Score -118253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -118253.992188 Penalty: 1459.759277
	Iteration 21Q: 3 clusters Score -118254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -118254.257812 Penalty: 1459.759277
	Iteration 22Q: 3 clusters Score -118254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -118254.695312 Penalty: 1459.759277
	Iteration 23Q: 3 clusters Score -118254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -118255.484375 Penalty: 1459.759277
	Iteration 24Q: 3 clusters Score -118255.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -118258.359375 Penalty: 1459.759277
	Iteration 25Q: 3 clusters Score -118258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -118261.250000 Penalty: 1459.759277
	Iteration 26Q: 3 clusters Score -118261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -118261.820312 Penalty: 1459.759277
	Iteration 27Q: 3 clusters Score -118261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -118262.507812 Penalty: 1459.759277
	Iteration 28Q: 3 clusters Score -118262.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -118262.507812 Penalty: 1459.759277
	Iteration 29F: 3 clusters Score -118262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -193181.140625 Penalty: 787.839661
	Iteration 0F: 2 clusters Score -193181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -190285.437500 Penalty: 1575.679321
	Iteration 0F: 3 clusters Score -190285.4 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -191297.937500 Penalty: 1575.679321
	Iteration 1F: 3 clusters Score -191297.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -191447.718750 Penalty: 1575.679321
	Iteration 2F: 3 clusters Score -191447.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -191546.562500 Penalty: 1575.679321
	Iteration 3F: 3 clusters Score -191546.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -191649.343750 Penalty: 1575.679321
	Iteration 4Q: 3 clusters Score -191649.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -191790.093750 Penalty: 1575.679321
	Iteration 5F: 3 clusters Score -191790.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -191959.953125 Penalty: 1575.679321
	Iteration 6F: 3 clusters Score -191960 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -192147.515625 Penalty: 1575.679321
	Iteration 7F: 3 clusters Score -192147.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -192315.781250 Penalty: 1575.679321
	Iteration 8F: 3 clusters Score -192315.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -192456.203125 Penalty: 1575.679321
	Iteration 9F: 3 clusters Score -192456.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -192581.875000 Penalty: 1575.679321
	Iteration 10Q: 3 clusters Score -192581.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -192651.640625 Penalty: 1575.679321
	Iteration 11Q: 3 clusters Score -192651.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -192689.953125 Penalty: 1575.679321
	Iteration 12Q: 3 clusters Score -192690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -192719.640625 Penalty: 1575.679321
	Iteration 13Q: 3 clusters Score -192719.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -192749.484375 Penalty: 1575.679321
	Iteration 14Q: 3 clusters Score -192749.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -192769.296875 Penalty: 1575.679321
	Iteration 15Q: 3 clusters Score -192769.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -192787.859375 Penalty: 1575.679321
	Iteration 16Q: 3 clusters Score -192787.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -192801.875000 Penalty: 1575.679321
	Iteration 17Q: 3 clusters Score -192801.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -192819.734375 Penalty: 1575.679321
	Iteration 18Q: 3 clusters Score -192819.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192834.875000 Penalty: 1575.679321
	Iteration 19Q: 3 clusters Score -192834.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -192846.562500 Penalty: 1575.679321
	Iteration 20F: 3 clusters Score -192846.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -192859.171875 Penalty: 1575.679321
	Iteration 21Q: 3 clusters Score -192859.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -192866.296875 Penalty: 1575.679321
	Iteration 22Q: 3 clusters Score -192866.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -192875.546875 Penalty: 1575.679321
	Iteration 23Q: 3 clusters Score -192875.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -192891.609375 Penalty: 1575.679321
	Iteration 24Q: 3 clusters Score -192891.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -192918.218750 Penalty: 1575.679321
	Iteration 25Q: 3 clusters Score -192918.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -192946.609375 Penalty: 1575.679321
	Iteration 26Q: 3 clusters Score -192946.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -192989.421875 Penalty: 1575.679321
	Iteration 27Q: 3 clusters Score -192989.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -193038.953125 Penalty: 1575.679321
	Iteration 28Q: 3 clusters Score -193039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -193071.343750 Penalty: 1575.679321
	Iteration 29Q: 3 clusters Score -193071.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -193090.828125 Penalty: 1575.679321
	Iteration 30Q: 3 clusters Score -193090.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -193105.968750 Penalty: 1575.679321
	Iteration 31Q: 3 clusters Score -193106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -193118.468750 Penalty: 1575.679321
	Iteration 32Q: 3 clusters Score -193118.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -193129.000000 Penalty: 1575.679321
	Iteration 33Q: 3 clusters Score -193129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -193137.390625 Penalty: 1575.679321
	Iteration 34Q: 3 clusters Score -193137.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -193145.328125 Penalty: 1575.679321
	Iteration 35Q: 3 clusters Score -193145.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -193151.500000 Penalty: 1575.679321
	Iteration 36Q: 3 clusters Score -193151.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -193154.312500 Penalty: 1575.679321
	Iteration 37Q: 3 clusters Score -193154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -193155.671875 Penalty: 1575.679321
	Iteration 38Q: 3 clusters Score -193155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -193156.390625 Penalty: 1575.679321
	Iteration 39Q: 3 clusters Score -193156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -193157.015625 Penalty: 1575.679321
	Iteration 40F: 3 clusters Score -193157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -193156.875000 Penalty: 1575.679321
	Iteration 41Q: 3 clusters Score -193156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -193156.906250 Penalty: 1575.679321
	Iteration 42Q: 3 clusters Score -193156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -193157.390625 Penalty: 1575.679321
	Iteration 43Q: 3 clusters Score -193157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -193157.609375 Penalty: 1575.679321
	Iteration 44Q: 3 clusters Score -193157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -193157.671875 Penalty: 1575.679321
	Iteration 45Q: 3 clusters Score -193157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -193158.265625 Penalty: 1575.679321
	Iteration 46Q: 3 clusters Score -193158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -193158.312500 Penalty: 1575.679321
	Iteration 47Q: 3 clusters Score -193158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -193158.953125 Penalty: 1575.679321
	Iteration 48Q: 3 clusters Score -193159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -193158.953125 Penalty: 1575.679321
	Iteration 49F: 3 clusters Score -193159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Entering Unmasked Estep 
Score: -1332035.375000 Penalty: 960.929260
	Iteration 0F: 2 clusters Score -1332035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1315411.750000 Penalty: 1921.858521
	Iteration 0F: 3 clusters Score -1315412 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1322287.000000 Penalty: 1921.858521
	Iteration 1F: 3 clusters Score -1322287 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1322815.250000 Penalty: 1921.858521
	Iteration 2F: 3 clusters Score -1322815 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1323338.625000 Penalty: 1921.858521
	Iteration 3F: 3 clusters Score -1323339 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1323862.000000 Penalty: 1921.858521
	Iteration 4F: 3 clusters Score -1323862 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1324403.875000 Penalty: 1921.858521
	Iteration 5F: 3 clusters Score -1324404 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1325004.250000 Penalty: 1921.858521
	Iteration 6F: 3 clusters Score -1325004 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1325684.375000 Penalty: 1921.858521
	Iteration 7F: 3 clusters Score -1325684 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1326483.000000 Penalty: 1921.858521
	Iteration 8F: 3 clusters Score -1326483 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1327471.875000 Penalty: 1921.858521
	Iteration 9F: 3 clusters Score -1327472 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -1328533.875000 Penalty: 1921.858521
	Iteration 10Q: 3 clusters Score -1328534 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -1329450.500000 Penalty: 1921.858521
	Iteration 11Q: 3 clusters Score -1329450 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -1330075.375000 Penalty: 1921.858521
	Iteration 12Q: 3 clusters Score -1330075 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -1330504.625000 Penalty: 1921.858521
	Iteration 13Q: 3 clusters Score -1330505 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -1330767.250000 Penalty: 1921.858521
	Iteration 14Q: 3 clusters Score -1330767 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1330991.625000 Penalty: 1921.858521
	Iteration 15Q: 3 clusters Score -1330992 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -1331175.250000 Penalty: 1921.858521
	Iteration 16Q: 3 clusters Score -1331175 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -1331361.500000 Penalty: 1921.858521
	Iteration 17Q: 3 clusters Score -1331362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -1331565.000000 Penalty: 1921.858521
	Iteration 18Q: 3 clusters Score -1331565 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -1331705.875000 Penalty: 1921.858521
	Iteration 19Q: 3 clusters Score -1331706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1331781.625000 Penalty: 1921.858521
	Iteration 20F: 3 clusters Score -1331782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -1331832.250000 Penalty: 1921.858521
	Iteration 21Q: 3 clusters Score -1331832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1331853.250000 Penalty: 1921.858521
	Iteration 22Q: 3 clusters Score -1331853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -1331869.750000 Penalty: 1921.858521
	Iteration 23Q: 3 clusters Score -1331870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -1331881.000000 Penalty: 1921.858521
	Iteration 24Q: 3 clusters Score -1331881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -1331886.250000 Penalty: 1921.858521
	Iteration 25Q: 3 clusters Score -1331886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -1331889.625000 Penalty: 1921.858521
	Iteration 26Q: 3 clusters Score -1331890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -1331891.125000 Penalty: 1921.858521
	Iteration 27Q: 3 clusters Score -1331891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -1331893.000000 Penalty: 1921.858521
	Iteration 28Q: 3 clusters Score -1331893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -1331892.125000 Penalty: 1921.858521
	Iteration 29Q: 3 clusters Score -1331892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -1331892.000000 Penalty: 1921.858521
	Iteration 30Q: 3 clusters Score -1331892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -1331891.750000 Penalty: 1921.858521
	Iteration 31Q: 3 clusters Score -1331892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -1331892.000000 Penalty: 1921.858521
	Iteration 32Q: 3 clusters Score -1331892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -1331891.000000 Penalty: 1921.858521
	Iteration 33Q: 3 clusters Score -1331891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -1331892.000000 Penalty: 1921.858521
	Iteration 34Q: 3 clusters Score -1331892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1331894.000000 Penalty: 1921.858521
	Iteration 35Q: 3 clusters Score -1331894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1331894.000000 Penalty: 1921.858521
	Iteration 36F: 3 clusters Score -1331894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Entering Unmasked Estep 
Score: -613847.062500 Penalty: 899.143860
	Iteration 0F: 2 clusters Score -613847.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -605092.875000 Penalty: 1798.287720
	Iteration 0F: 3 clusters Score -605092.9 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -608456.500000 Penalty: 1798.287720
	Iteration 1F: 3 clusters Score -608456.5 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -608801.000000 Penalty: 1798.287720
	Iteration 2F: 3 clusters Score -608801 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -609155.187500 Penalty: 1798.287720
	Iteration 3F: 3 clusters Score -609155.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -609543.375000 Penalty: 1798.287720
	Iteration 4F: 3 clusters Score -609543.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -609998.250000 Penalty: 1798.287720
	Iteration 5F: 3 clusters Score -609998.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -610498.625000 Penalty: 1798.287720
	Iteration 6F: 3 clusters Score -610498.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -611014.062500 Penalty: 1798.287720
	Iteration 7F: 3 clusters Score -611014.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -611481.062500 Penalty: 1798.287720
	Iteration 8Q: 3 clusters Score -611481.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -611861.000000 Penalty: 1798.287720
	Iteration 9Q: 3 clusters Score -611861 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -612083.812500 Penalty: 1798.287720
	Iteration 10Q: 3 clusters Score -612083.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -612209.875000 Penalty: 1798.287720
	Iteration 11Q: 3 clusters Score -612209.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -612321.812500 Penalty: 1798.287720
	Iteration 12Q: 3 clusters Score -612321.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -612413.500000 Penalty: 1798.287720
	Iteration 13Q: 3 clusters Score -612413.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -612498.875000 Penalty: 1798.287720
	Iteration 14Q: 3 clusters Score -612498.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -612575.937500 Penalty: 1798.287720
	Iteration 15Q: 3 clusters Score -612575.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -612650.750000 Penalty: 1798.287720
	Iteration 16Q: 3 clusters Score -612650.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -612742.312500 Penalty: 1798.287720
	Iteration 17Q: 3 clusters Score -612742.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -612837.687500 Penalty: 1798.287720
	Iteration 18Q: 3 clusters Score -612837.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -612924.937500 Penalty: 1798.287720
	Iteration 19Q: 3 clusters Score -612924.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -612985.062500 Penalty: 1798.287720
	Iteration 20F: 3 clusters Score -612985.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -613034.187500 Penalty: 1798.287720
	Iteration 21Q: 3 clusters Score -613034.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -613073.687500 Penalty: 1798.287720
	Iteration 22Q: 3 clusters Score -613073.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -613097.187500 Penalty: 1798.287720
	Iteration 23Q: 3 clusters Score -613097.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -613120.687500 Penalty: 1798.287720
	Iteration 24Q: 3 clusters Score -613120.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -613137.687500 Penalty: 1798.287720
	Iteration 25Q: 3 clusters Score -613137.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -613150.625000 Penalty: 1798.287720
	Iteration 26Q: 3 clusters Score -613150.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -613168.812500 Penalty: 1798.287720
	Iteration 27Q: 3 clusters Score -613168.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -613198.000000 Penalty: 1798.287720
	Iteration 28Q: 3 clusters Score -613198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -613219.250000 Penalty: 1798.287720
	Iteration 29Q: 3 clusters Score -613219.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -613241.125000 Penalty: 1798.287720
	Iteration 30Q: 3 clusters Score -613241.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -613250.937500 Penalty: 1798.287720
	Iteration 31Q: 3 clusters Score -613250.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -613259.937500 Penalty: 1798.287720
	Iteration 32Q: 3 clusters Score -613259.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -613263.875000 Penalty: 1798.287720
	Iteration 33Q: 3 clusters Score -613263.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -613270.250000 Penalty: 1798.287720
	Iteration 34Q: 3 clusters Score -613270.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -613273.687500 Penalty: 1798.287720
	Iteration 35Q: 3 clusters Score -613273.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -613280.562500 Penalty: 1798.287720
	Iteration 36Q: 3 clusters Score -613280.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -613286.375000 Penalty: 1798.287720
	Iteration 37Q: 3 clusters Score -613286.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -613291.125000 Penalty: 1798.287720
	Iteration 38Q: 3 clusters Score -613291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -613293.937500 Penalty: 1798.287720
	Iteration 39Q: 3 clusters Score -613293.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -613295.000000 Penalty: 1798.287720
	Iteration 40F: 3 clusters Score -613295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -613296.750000 Penalty: 1798.287720
	Iteration 41Q: 3 clusters Score -613296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -613295.937500 Penalty: 1798.287720
	Iteration 42Q: 3 clusters Score -613295.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -613296.875000 Penalty: 1798.287720
	Iteration 43Q: 3 clusters Score -613296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -613300.000000 Penalty: 1798.287720
	Iteration 44Q: 3 clusters Score -613300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -613300.875000 Penalty: 1798.287720
	Iteration 45Q: 3 clusters Score -613300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -613300.750000 Penalty: 1798.287720
	Iteration 46Q: 3 clusters Score -613300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -613300.812500 Penalty: 1798.287720
	Iteration 47Q: 3 clusters Score -613300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -613302.187500 Penalty: 1798.287720
	Iteration 48Q: 3 clusters Score -613302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -613301.250000 Penalty: 1798.287720
	Iteration 49Q: 3 clusters Score -613301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -613301.250000 Penalty: 1798.287720
	Iteration 50F: 3 clusters Score -613301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -277872.562500 Penalty: 817.075867
	Iteration 0F: 2 clusters Score -277872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -273996.250000 Penalty: 1634.151733
	Iteration 0F: 3 clusters Score -273996.2 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -275223.000000 Penalty: 1634.151733
	Iteration 1F: 3 clusters Score -275223 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -275392.250000 Penalty: 1634.151733
	Iteration 2F: 3 clusters Score -275392.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -275525.718750 Penalty: 1634.151733
	Iteration 3F: 3 clusters Score -275525.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -275617.437500 Penalty: 1634.151733
	Iteration 4Q: 3 clusters Score -275617.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -275685.062500 Penalty: 1634.151733
	Iteration 5Q: 3 clusters Score -275685.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -275743.187500 Penalty: 1634.151733
	Iteration 6Q: 3 clusters Score -275743.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -275805.531250 Penalty: 1634.151733
	Iteration 7Q: 3 clusters Score -275805.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -275873.406250 Penalty: 1634.151733
	Iteration 8Q: 3 clusters Score -275873.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -275942.781250 Penalty: 1634.151733
	Iteration 9Q: 3 clusters Score -275942.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -276025.562500 Penalty: 1634.151733
	Iteration 10Q: 3 clusters Score -276025.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -276120.312500 Penalty: 1634.151733
	Iteration 11Q: 3 clusters Score -276120.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -276214.375000 Penalty: 1634.151733
	Iteration 12Q: 3 clusters Score -276214.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -276314.500000 Penalty: 1634.151733
	Iteration 13Q: 3 clusters Score -276314.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -276391.968750 Penalty: 1634.151733
	Iteration 14Q: 3 clusters Score -276392 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -276448.625000 Penalty: 1634.151733
	Iteration 15Q: 3 clusters Score -276448.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -276504.437500 Penalty: 1634.151733
	Iteration 16Q: 3 clusters Score -276504.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -276568.875000 Penalty: 1634.151733
	Iteration 17Q: 3 clusters Score -276568.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -276629.156250 Penalty: 1634.151733
	Iteration 18Q: 3 clusters Score -276629.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -276672.687500 Penalty: 1634.151733
	Iteration 19Q: 3 clusters Score -276672.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -276706.031250 Penalty: 1634.151733
	Iteration 20F: 3 clusters Score -276706 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -276733.812500 Penalty: 1634.151733
	Iteration 21Q: 3 clusters Score -276733.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -276757.156250 Penalty: 1634.151733
	Iteration 22Q: 3 clusters Score -276757.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -276773.781250 Penalty: 1634.151733
	Iteration 23Q: 3 clusters Score -276773.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -276789.812500 Penalty: 1634.151733
	Iteration 24Q: 3 clusters Score -276789.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -276805.093750 Penalty: 1634.151733
	Iteration 25Q: 3 clusters Score -276805.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -276814.031250 Penalty: 1634.151733
	Iteration 26Q: 3 clusters Score -276814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -276827.500000 Penalty: 1634.151733
	Iteration 27Q: 3 clusters Score -276827.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -276846.281250 Penalty: 1634.151733
	Iteration 28Q: 3 clusters Score -276846.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -276863.687500 Penalty: 1634.151733
	Iteration 29Q: 3 clusters Score -276863.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -276880.500000 Penalty: 1634.151733
	Iteration 30Q: 3 clusters Score -276880.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -276894.968750 Penalty: 1634.151733
	Iteration 31Q: 3 clusters Score -276895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -276915.000000 Penalty: 1634.151733
	Iteration 32Q: 3 clusters Score -276915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -276935.062500 Penalty: 1634.151733
	Iteration 33Q: 3 clusters Score -276935.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -276962.593750 Penalty: 1634.151733
	Iteration 34Q: 3 clusters Score -276962.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -276986.375000 Penalty: 1634.151733
	Iteration 35Q: 3 clusters Score -276986.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -277005.062500 Penalty: 1634.151733
	Iteration 36Q: 3 clusters Score -277005.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -277020.312500 Penalty: 1634.151733
	Iteration 37Q: 3 clusters Score -277020.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -277038.031250 Penalty: 1634.151733
	Iteration 38Q: 3 clusters Score -277038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -277059.906250 Penalty: 1634.151733
	Iteration 39Q: 3 clusters Score -277059.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -277090.218750 Penalty: 1634.151733
	Iteration 40F: 3 clusters Score -277090.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -277132.781250 Penalty: 1634.151733
	Iteration 41Q: 3 clusters Score -277132.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -277170.968750 Penalty: 1634.151733
	Iteration 42Q: 3 clusters Score -277171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -277222.093750 Penalty: 1634.151733
	Iteration 43Q: 3 clusters Score -277222.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -277259.312500 Penalty: 1634.151733
	Iteration 44Q: 3 clusters Score -277259.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -277300.593750 Penalty: 1634.151733
	Iteration 45Q: 3 clusters Score -277300.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -277337.218750 Penalty: 1634.151733
	Iteration 46Q: 3 clusters Score -277337.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -277369.468750 Penalty: 1634.151733
	Iteration 47Q: 3 clusters Score -277369.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -277385.687500 Penalty: 1634.151733
	Iteration 48Q: 3 clusters Score -277385.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -277396.218750 Penalty: 1634.151733
	Iteration 49Q: 3 clusters Score -277396.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -277406.906250 Penalty: 1634.151733
	Iteration 50Q: 3 clusters Score -277406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -277411.593750 Penalty: 1634.151733
	Iteration 51Q: 3 clusters Score -277411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -277413.531250 Penalty: 1634.151733
	Iteration 52Q: 3 clusters Score -277413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -277414.250000 Penalty: 1634.151733
	Iteration 53Q: 3 clusters Score -277414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -277418.781250 Penalty: 1634.151733
	Iteration 54F: 3 clusters Score -277418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -277421.375000 Penalty: 1634.151733
	Iteration 55Q: 3 clusters Score -277421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -277423.687500 Penalty: 1634.151733
	Iteration 56Q: 3 clusters Score -277423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -277425.843750 Penalty: 1634.151733
	Iteration 57Q: 3 clusters Score -277425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -277427.093750 Penalty: 1634.151733
	Iteration 58Q: 3 clusters Score -277427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -277427.125000 Penalty: 1634.151733
	Iteration 59Q: 3 clusters Score -277427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -277427.531250 Penalty: 1634.151733
	Iteration 60F: 3 clusters Score -277427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -277427.656250 Penalty: 1634.151733
	Iteration 61Q: 3 clusters Score -277427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -277428.625000 Penalty: 1634.151733
	Iteration 62Q: 3 clusters Score -277428.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -277428.625000 Penalty: 1634.151733
	Iteration 63F: 3 clusters Score -277428.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Entering Unmasked Estep 
Score: -2032070.250000 Penalty: 987.557739
	Iteration 0F: 2 clusters Score -2032070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2010206.250000 Penalty: 1975.115479
	Iteration 0F: 3 clusters Score -2010206 nChanged 15532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2018933.625000 Penalty: 1975.115479
	Iteration 1F: 3 clusters Score -2018934 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2019160.750000 Penalty: 1975.115479
	Iteration 2Q: 3 clusters Score -2019161 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2019355.750000 Penalty: 1975.115479
	Iteration 3Q: 3 clusters Score -2019356 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2019529.750000 Penalty: 1975.115479
	Iteration 4Q: 3 clusters Score -2019530 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2019734.875000 Penalty: 1975.115479
	Iteration 5Q: 3 clusters Score -2019735 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2020008.125000 Penalty: 1975.115479
	Iteration 6Q: 3 clusters Score -2020008 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2020452.000000 Penalty: 1975.115479
	Iteration 7Q: 3 clusters Score -2020452 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2021191.875000 Penalty: 1975.115479
	Iteration 8Q: 3 clusters Score -2021192 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2022448.375000 Penalty: 1975.115479
	Iteration 9F: 3 clusters Score -2022448 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2024095.125000 Penalty: 1975.115479
	Iteration 10F: 3 clusters Score -2024095 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2025372.125000 Penalty: 1975.115479
	Iteration 11F: 3 clusters Score -2025372 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2025798.375000 Penalty: 1975.115479
	Iteration 12Q: 3 clusters Score -2025798 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2025906.000000 Penalty: 1975.115479
	Iteration 13Q: 3 clusters Score -2025906 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2025943.375000 Penalty: 1975.115479
	Iteration 14Q: 3 clusters Score -2025943 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2025969.375000 Penalty: 1975.115479
	Iteration 15Q: 3 clusters Score -2025969 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2025988.375000 Penalty: 1975.115479
	Iteration 16Q: 3 clusters Score -2025988 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2026005.250000 Penalty: 1975.115479
	Iteration 17Q: 3 clusters Score -2026005 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2026021.750000 Penalty: 1975.115479
	Iteration 18Q: 3 clusters Score -2026022 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2026046.500000 Penalty: 1975.115479
	Iteration 19Q: 3 clusters Score -2026046 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2026062.500000 Penalty: 1975.115479
	Iteration 20F: 3 clusters Score -2026062 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2026088.875000 Penalty: 1975.115479
	Iteration 21Q: 3 clusters Score -2026089 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2026108.375000 Penalty: 1975.115479
	Iteration 22Q: 3 clusters Score -2026108 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2026136.625000 Penalty: 1975.115479
	Iteration 23Q: 3 clusters Score -2026137 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2026156.625000 Penalty: 1975.115479
	Iteration 24Q: 3 clusters Score -2026157 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2026176.250000 Penalty: 1975.115479
	Iteration 25Q: 3 clusters Score -2026176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2026192.625000 Penalty: 1975.115479
	Iteration 26Q: 3 clusters Score -2026193 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2026218.750000 Penalty: 1975.115479
	Iteration 27Q: 3 clusters Score -2026219 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2026235.000000 Penalty: 1975.115479
	Iteration 28Q: 3 clusters Score -2026235 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2026255.500000 Penalty: 1975.115479
	Iteration 29Q: 3 clusters Score -2026256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2026265.875000 Penalty: 1975.115479
	Iteration 30Q: 3 clusters Score -2026266 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2026280.875000 Penalty: 1975.115479
	Iteration 31Q: 3 clusters Score -2026281 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2026292.250000 Penalty: 1975.115479
	Iteration 32Q: 3 clusters Score -2026292 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2026312.375000 Penalty: 1975.115479
	Iteration 33Q: 3 clusters Score -2026312 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2026318.125000 Penalty: 1975.115479
	Iteration 34Q: 3 clusters Score -2026318 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2026356.750000 Penalty: 1975.115479
	Iteration 35Q: 3 clusters Score -2026357 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2026383.875000 Penalty: 1975.115479
	Iteration 36Q: 3 clusters Score -2026384 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2026428.250000 Penalty: 1975.115479
	Iteration 37Q: 3 clusters Score -2026428 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2026452.750000 Penalty: 1975.115479
	Iteration 38Q: 3 clusters Score -2026453 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2026485.500000 Penalty: 1975.115479
	Iteration 39Q: 3 clusters Score -2026486 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2026531.375000 Penalty: 1975.115479
	Iteration 40F: 3 clusters Score -2026531 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2026582.875000 Penalty: 1975.115479
	Iteration 41Q: 3 clusters Score -2026583 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2026632.375000 Penalty: 1975.115479
	Iteration 42Q: 3 clusters Score -2026632 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2026696.375000 Penalty: 1975.115479
	Iteration 43Q: 3 clusters Score -2026696 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2026774.000000 Penalty: 1975.115479
	Iteration 44Q: 3 clusters Score -2026774 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2026867.125000 Penalty: 1975.115479
	Iteration 45Q: 3 clusters Score -2026867 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2026961.625000 Penalty: 1975.115479
	Iteration 46Q: 3 clusters Score -2026962 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2027042.625000 Penalty: 1975.115479
	Iteration 47Q: 3 clusters Score -2027043 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2027132.500000 Penalty: 1975.115479
	Iteration 48Q: 3 clusters Score -2027132 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2027205.000000 Penalty: 1975.115479
	Iteration 49Q: 3 clusters Score -2027205 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2027290.750000 Penalty: 1975.115479
	Iteration 50Q: 3 clusters Score -2027291 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2027397.000000 Penalty: 1975.115479
	Iteration 51Q: 3 clusters Score -2027397 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2027502.625000 Penalty: 1975.115479
	Iteration 52Q: 3 clusters Score -2027503 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2027625.000000 Penalty: 1975.115479
	Iteration 53Q: 3 clusters Score -2027625 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2027767.500000 Penalty: 1975.115479
	Iteration 54Q: 3 clusters Score -2027768 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2027927.750000 Penalty: 1975.115479
	Iteration 55Q: 3 clusters Score -2027928 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2028103.750000 Penalty: 1975.115479
	Iteration 56Q: 3 clusters Score -2028104 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2028299.000000 Penalty: 1975.115479
	Iteration 57Q: 3 clusters Score -2028299 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2028472.750000 Penalty: 1975.115479
	Iteration 58Q: 3 clusters Score -2028473 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2028693.500000 Penalty: 1975.115479
	Iteration 59Q: 3 clusters Score -2028694 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2028923.500000 Penalty: 1975.115479
	Iteration 60F: 3 clusters Score -2028924 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2029189.000000 Penalty: 1975.115479
	Iteration 61Q: 3 clusters Score -2029189 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2029476.125000 Penalty: 1975.115479
	Iteration 62Q: 3 clusters Score -2029476 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2029781.375000 Penalty: 1975.115479
	Iteration 63Q: 3 clusters Score -2029781 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2030047.500000 Penalty: 1975.115479
	Iteration 64Q: 3 clusters Score -2030048 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2030281.125000 Penalty: 1975.115479
	Iteration 65Q: 3 clusters Score -2030281 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2030482.125000 Penalty: 1975.115479
	Iteration 66Q: 3 clusters Score -2030482 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2030647.375000 Penalty: 1975.115479
	Iteration 67Q: 3 clusters Score -2030647 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2030795.000000 Penalty: 1975.115479
	Iteration 68Q: 3 clusters Score -2030795 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2030887.250000 Penalty: 1975.115479
	Iteration 69Q: 3 clusters Score -2030887 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2030976.250000 Penalty: 1975.115479
	Iteration 70Q: 3 clusters Score -2030976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2031034.250000 Penalty: 1975.115479
	Iteration 71Q: 3 clusters Score -2031034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2031090.250000 Penalty: 1975.115479
	Iteration 72Q: 3 clusters Score -2031090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2031126.500000 Penalty: 1975.115479
	Iteration 73Q: 3 clusters Score -2031126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2031148.875000 Penalty: 1975.115479
	Iteration 74Q: 3 clusters Score -2031149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2031159.875000 Penalty: 1975.115479
	Iteration 75Q: 3 clusters Score -2031160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2031176.875000 Penalty: 1975.115479
	Iteration 76Q: 3 clusters Score -2031177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2031186.250000 Penalty: 1975.115479
	Iteration 77Q: 3 clusters Score -2031186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2031190.625000 Penalty: 1975.115479
	Iteration 78Q: 3 clusters Score -2031191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2031196.625000 Penalty: 1975.115479
	Iteration 79Q: 3 clusters Score -2031197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2031201.875000 Penalty: 1975.115479
	Iteration 80F: 3 clusters Score -2031202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2031205.375000 Penalty: 1975.115479
	Iteration 81Q: 3 clusters Score -2031205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2031210.125000 Penalty: 1975.115479
	Iteration 82Q: 3 clusters Score -2031210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2031214.125000 Penalty: 1975.115479
	Iteration 83Q: 3 clusters Score -2031214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2031213.500000 Penalty: 1975.115479
	Iteration 84Q: 3 clusters Score -2031214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2031216.500000 Penalty: 1975.115479
	Iteration 85Q: 3 clusters Score -2031216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2031216.500000 Penalty: 1975.115479
	Iteration 86Q: 3 clusters Score -2031216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2031218.375000 Penalty: 1975.115479
	Iteration 87Q: 3 clusters Score -2031218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2031218.375000 Penalty: 1975.115479
	Iteration 88F: 3 clusters Score -2031218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Entering Unmasked Estep 
Score: -381623.250000 Penalty: 855.816223
	Iteration 0F: 2 clusters Score -381623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -376068.937500 Penalty: 1711.632446
	Iteration 0F: 3 clusters Score -376068.9 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -378388.843750 Penalty: 1711.632446
	Iteration 1F: 3 clusters Score -378388.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -378755.437500 Penalty: 1711.632446
	Iteration 2F: 3 clusters Score -378755.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -379001.937500 Penalty: 1711.632446
	Iteration 3F: 3 clusters Score -379001.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -379151.531250 Penalty: 1711.632446
	Iteration 4Q: 3 clusters Score -379151.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -379267.656250 Penalty: 1711.632446
	Iteration 5Q: 3 clusters Score -379267.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -379354.406250 Penalty: 1711.632446
	Iteration 6Q: 3 clusters Score -379354.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -379434.093750 Penalty: 1711.632446
	Iteration 7Q: 3 clusters Score -379434.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -379518.593750 Penalty: 1711.632446
	Iteration 8Q: 3 clusters Score -379518.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -379624.156250 Penalty: 1711.632446
	Iteration 9Q: 3 clusters Score -379624.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -379740.843750 Penalty: 1711.632446
	Iteration 10Q: 3 clusters Score -379740.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -379861.031250 Penalty: 1711.632446
	Iteration 11Q: 3 clusters Score -379861 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -380012.187500 Penalty: 1711.632446
	Iteration 12Q: 3 clusters Score -380012.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -380176.718750 Penalty: 1711.632446
	Iteration 13Q: 3 clusters Score -380176.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -380346.250000 Penalty: 1711.632446
	Iteration 14Q: 3 clusters Score -380346.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -380530.937500 Penalty: 1711.632446
	Iteration 15Q: 3 clusters Score -380530.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -380709.656250 Penalty: 1711.632446
	Iteration 16Q: 3 clusters Score -380709.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -380854.781250 Penalty: 1711.632446
	Iteration 17Q: 3 clusters Score -380854.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -380963.406250 Penalty: 1711.632446
	Iteration 18Q: 3 clusters Score -380963.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -381023.312500 Penalty: 1711.632446
	Iteration 19Q: 3 clusters Score -381023.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -381057.968750 Penalty: 1711.632446
	Iteration 20F: 3 clusters Score -381058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -381090.656250 Penalty: 1711.632446
	Iteration 21Q: 3 clusters Score -381090.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -381122.593750 Penalty: 1711.632446
	Iteration 22Q: 3 clusters Score -381122.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -381146.343750 Penalty: 1711.632446
	Iteration 23Q: 3 clusters Score -381146.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -381157.937500 Penalty: 1711.632446
	Iteration 24Q: 3 clusters Score -381157.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -381163.406250 Penalty: 1711.632446
	Iteration 25Q: 3 clusters Score -381163.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -381172.156250 Penalty: 1711.632446
	Iteration 26Q: 3 clusters Score -381172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -381182.812500 Penalty: 1711.632446
	Iteration 27Q: 3 clusters Score -381182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -381190.500000 Penalty: 1711.632446
	Iteration 28Q: 3 clusters Score -381190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -381195.468750 Penalty: 1711.632446
	Iteration 29Q: 3 clusters Score -381195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -381199.656250 Penalty: 1711.632446
	Iteration 30Q: 3 clusters Score -381199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -381202.000000 Penalty: 1711.632446
	Iteration 31Q: 3 clusters Score -381202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -381202.625000 Penalty: 1711.632446
	Iteration 32Q: 3 clusters Score -381202.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -381202.625000 Penalty: 1711.632446
	Iteration 33F: 3 clusters Score -381202.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Entering Unmasked Estep 
Score: -166244.218750 Penalty: 757.939575
	Iteration 0F: 2 clusters Score -166244.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -163972.718750 Penalty: 1515.879150
	Iteration 0F: 3 clusters Score -163972.7 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -164687.953125 Penalty: 1515.879150
	Iteration 1F: 3 clusters Score -164688 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -164809.203125 Penalty: 1515.879150
	Iteration 2F: 3 clusters Score -164809.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -164905.765625 Penalty: 1515.879150
	Iteration 3F: 3 clusters Score -164905.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -164972.953125 Penalty: 1515.879150
	Iteration 4Q: 3 clusters Score -164973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -165025.453125 Penalty: 1515.879150
	Iteration 5Q: 3 clusters Score -165025.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -165082.078125 Penalty: 1515.879150
	Iteration 6Q: 3 clusters Score -165082.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -165131.609375 Penalty: 1515.879150
	Iteration 7Q: 3 clusters Score -165131.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -165182.015625 Penalty: 1515.879150
	Iteration 8Q: 3 clusters Score -165182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -165236.375000 Penalty: 1515.879150
	Iteration 9Q: 3 clusters Score -165236.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -165288.875000 Penalty: 1515.879150
	Iteration 10Q: 3 clusters Score -165288.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -165332.000000 Penalty: 1515.879150
	Iteration 11Q: 3 clusters Score -165332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -165372.437500 Penalty: 1515.879150
	Iteration 12Q: 3 clusters Score -165372.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -165417.578125 Penalty: 1515.879150
	Iteration 13Q: 3 clusters Score -165417.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -165462.375000 Penalty: 1515.879150
	Iteration 14Q: 3 clusters Score -165462.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -165490.906250 Penalty: 1515.879150
	Iteration 15Q: 3 clusters Score -165490.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -165506.437500 Penalty: 1515.879150
	Iteration 16Q: 3 clusters Score -165506.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -165531.093750 Penalty: 1515.879150
	Iteration 17Q: 3 clusters Score -165531.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -165558.875000 Penalty: 1515.879150
	Iteration 18Q: 3 clusters Score -165558.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -165588.062500 Penalty: 1515.879150
	Iteration 19Q: 3 clusters Score -165588.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -165614.000000 Penalty: 1515.879150
	Iteration 20F: 3 clusters Score -165614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -165640.015625 Penalty: 1515.879150
	Iteration 21Q: 3 clusters Score -165640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -165666.359375 Penalty: 1515.879150
	Iteration 22Q: 3 clusters Score -165666.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -165694.140625 Penalty: 1515.879150
	Iteration 23Q: 3 clusters Score -165694.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -165723.000000 Penalty: 1515.879150
	Iteration 24Q: 3 clusters Score -165723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -165745.093750 Penalty: 1515.879150
	Iteration 25Q: 3 clusters Score -165745.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -165774.437500 Penalty: 1515.879150
	Iteration 26Q: 3 clusters Score -165774.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -165801.734375 Penalty: 1515.879150
	Iteration 27Q: 3 clusters Score -165801.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -165812.750000 Penalty: 1515.879150
	Iteration 28Q: 3 clusters Score -165812.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -165819.578125 Penalty: 1515.879150
	Iteration 29Q: 3 clusters Score -165819.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -165826.343750 Penalty: 1515.879150
	Iteration 30Q: 3 clusters Score -165826.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -165833.046875 Penalty: 1515.879150
	Iteration 31Q: 3 clusters Score -165833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -165840.187500 Penalty: 1515.879150
	Iteration 32Q: 3 clusters Score -165840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -165844.406250 Penalty: 1515.879150
	Iteration 33Q: 3 clusters Score -165844.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -165849.250000 Penalty: 1515.879150
	Iteration 34Q: 3 clusters Score -165849.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -165851.687500 Penalty: 1515.879150
	Iteration 35Q: 3 clusters Score -165851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -165852.859375 Penalty: 1515.879150
	Iteration 36Q: 3 clusters Score -165852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -165853.875000 Penalty: 1515.879150
	Iteration 37Q: 3 clusters Score -165853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -165854.859375 Penalty: 1515.879150
	Iteration 38Q: 3 clusters Score -165854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -165855.140625 Penalty: 1515.879150
	Iteration 39Q: 3 clusters Score -165855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -165856.359375 Penalty: 1515.879150
	Iteration 40F: 3 clusters Score -165856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -165856.796875 Penalty: 1515.879150
	Iteration 41Q: 3 clusters Score -165856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -165857.515625 Penalty: 1515.879150
	Iteration 42Q: 3 clusters Score -165857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -165857.562500 Penalty: 1515.879150
	Iteration 43Q: 3 clusters Score -165857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -165857.562500 Penalty: 1515.879150
	Iteration 44F: 3 clusters Score -165857.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -138768.312500 Penalty: 747.919434
	Iteration 0F: 2 clusters Score -138768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -136627.843750 Penalty: 1495.838867
	Iteration 0F: 3 clusters Score -136627.8 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -137200.296875 Penalty: 1495.838867
	Iteration 1F: 3 clusters Score -137200.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -137330.062500 Penalty: 1495.838867
	Iteration 2F: 3 clusters Score -137330.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -137466.328125 Penalty: 1495.838867
	Iteration 3F: 3 clusters Score -137466.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -137606.828125 Penalty: 1495.838867
	Iteration 4F: 3 clusters Score -137606.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -137742.843750 Penalty: 1495.838867
	Iteration 5F: 3 clusters Score -137742.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -137877.171875 Penalty: 1495.838867
	Iteration 6F: 3 clusters Score -137877.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -138006.656250 Penalty: 1495.838867
	Iteration 7F: 3 clusters Score -138006.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -138103.484375 Penalty: 1495.838867
	Iteration 8Q: 3 clusters Score -138103.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -138185.484375 Penalty: 1495.838867
	Iteration 9Q: 3 clusters Score -138185.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -138230.890625 Penalty: 1495.838867
	Iteration 10Q: 3 clusters Score -138230.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -138262.437500 Penalty: 1495.838867
	Iteration 11Q: 3 clusters Score -138262.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -138284.859375 Penalty: 1495.838867
	Iteration 12Q: 3 clusters Score -138284.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -138300.046875 Penalty: 1495.838867
	Iteration 13Q: 3 clusters Score -138300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -138309.218750 Penalty: 1495.838867
	Iteration 14Q: 3 clusters Score -138309.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -138315.015625 Penalty: 1495.838867
	Iteration 15Q: 3 clusters Score -138315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -138318.937500 Penalty: 1495.838867
	Iteration 16Q: 3 clusters Score -138318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -138322.062500 Penalty: 1495.838867
	Iteration 17Q: 3 clusters Score -138322.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -138324.531250 Penalty: 1495.838867
	Iteration 18Q: 3 clusters Score -138324.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -138326.187500 Penalty: 1495.838867
	Iteration 19Q: 3 clusters Score -138326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -138327.593750 Penalty: 1495.838867
	Iteration 20F: 3 clusters Score -138327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -138329.046875 Penalty: 1495.838867
	Iteration 21Q: 3 clusters Score -138329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -138330.453125 Penalty: 1495.838867
	Iteration 22Q: 3 clusters Score -138330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -138330.765625 Penalty: 1495.838867
	Iteration 23Q: 3 clusters Score -138330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -138331.687500 Penalty: 1495.838867
	Iteration 24Q: 3 clusters Score -138331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -138332.390625 Penalty: 1495.838867
	Iteration 25Q: 3 clusters Score -138332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -138332.937500 Penalty: 1495.838867
	Iteration 26Q: 3 clusters Score -138332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -138333.171875 Penalty: 1495.838867
	Iteration 27Q: 3 clusters Score -138333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -138333.656250 Penalty: 1495.838867
	Iteration 28Q: 3 clusters Score -138333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -138333.593750 Penalty: 1495.838867
	Iteration 29Q: 3 clusters Score -138333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -138333.593750 Penalty: 1495.838867
	Iteration 30F: 3 clusters Score -138333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -158893.937500 Penalty: 758.037170
	Iteration 0F: 2 clusters Score -158893.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -156645.328125 Penalty: 1516.074341
	Iteration 0F: 3 clusters Score -156645.3 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -157307.875000 Penalty: 1516.074341
	Iteration 1F: 3 clusters Score -157307.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -157433.171875 Penalty: 1516.074341
	Iteration 2F: 3 clusters Score -157433.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -157510.437500 Penalty: 1516.074341
	Iteration 3F: 3 clusters Score -157510.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -157576.093750 Penalty: 1516.074341
	Iteration 4Q: 3 clusters Score -157576.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -157634.437500 Penalty: 1516.074341
	Iteration 5Q: 3 clusters Score -157634.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -157707.562500 Penalty: 1516.074341
	Iteration 6Q: 3 clusters Score -157707.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -157782.968750 Penalty: 1516.074341
	Iteration 7Q: 3 clusters Score -157783 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -157856.031250 Penalty: 1516.074341
	Iteration 8Q: 3 clusters Score -157856 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -157916.984375 Penalty: 1516.074341
	Iteration 9Q: 3 clusters Score -157917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -157973.687500 Penalty: 1516.074341
	Iteration 10Q: 3 clusters Score -157973.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -158020.453125 Penalty: 1516.074341
	Iteration 11Q: 3 clusters Score -158020.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -158062.890625 Penalty: 1516.074341
	Iteration 12Q: 3 clusters Score -158062.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -158105.015625 Penalty: 1516.074341
	Iteration 13Q: 3 clusters Score -158105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -158139.421875 Penalty: 1516.074341
	Iteration 14Q: 3 clusters Score -158139.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -158157.109375 Penalty: 1516.074341
	Iteration 15Q: 3 clusters Score -158157.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -158174.546875 Penalty: 1516.074341
	Iteration 16Q: 3 clusters Score -158174.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -158184.843750 Penalty: 1516.074341
	Iteration 17Q: 3 clusters Score -158184.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -158200.296875 Penalty: 1516.074341
	Iteration 18Q: 3 clusters Score -158200.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -158212.000000 Penalty: 1516.074341
	Iteration 19Q: 3 clusters Score -158212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -158217.765625 Penalty: 1516.074341
	Iteration 20F: 3 clusters Score -158217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -158221.718750 Penalty: 1516.074341
	Iteration 21Q: 3 clusters Score -158221.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -158228.593750 Penalty: 1516.074341
	Iteration 22Q: 3 clusters Score -158228.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -158234.625000 Penalty: 1516.074341
	Iteration 23Q: 3 clusters Score -158234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -158240.093750 Penalty: 1516.074341
	Iteration 24Q: 3 clusters Score -158240.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -158253.656250 Penalty: 1516.074341
	Iteration 25Q: 3 clusters Score -158253.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -158262.406250 Penalty: 1516.074341
	Iteration 26Q: 3 clusters Score -158262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -158276.828125 Penalty: 1516.074341
	Iteration 27Q: 3 clusters Score -158276.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -158293.250000 Penalty: 1516.074341
	Iteration 28Q: 3 clusters Score -158293.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -158308.406250 Penalty: 1516.074341
	Iteration 29Q: 3 clusters Score -158308.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -158341.703125 Penalty: 1516.074341
	Iteration 30Q: 3 clusters Score -158341.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -158373.875000 Penalty: 1516.074341
	Iteration 31Q: 3 clusters Score -158373.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -158424.953125 Penalty: 1516.074341
	Iteration 32Q: 3 clusters Score -158425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -158454.359375 Penalty: 1516.074341
	Iteration 33Q: 3 clusters Score -158454.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -158479.453125 Penalty: 1516.074341
	Iteration 34Q: 3 clusters Score -158479.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -158496.328125 Penalty: 1516.074341
	Iteration 35Q: 3 clusters Score -158496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -158503.000000 Penalty: 1516.074341
	Iteration 36Q: 3 clusters Score -158503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -158513.718750 Penalty: 1516.074341
	Iteration 37Q: 3 clusters Score -158513.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -158518.203125 Penalty: 1516.074341
	Iteration 38Q: 3 clusters Score -158518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -158521.937500 Penalty: 1516.074341
	Iteration 39Q: 3 clusters Score -158521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -158528.765625 Penalty: 1516.074341
	Iteration 40F: 3 clusters Score -158528.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -158533.515625 Penalty: 1516.074341
	Iteration 41Q: 3 clusters Score -158533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -158533.921875 Penalty: 1516.074341
	Iteration 42Q: 3 clusters Score -158533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -158535.312500 Penalty: 1516.074341
	Iteration 43Q: 3 clusters Score -158535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -158536.703125 Penalty: 1516.074341
	Iteration 44Q: 3 clusters Score -158536.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -158536.703125 Penalty: 1516.074341
	Iteration 45F: 3 clusters Score -158536.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -264327.312500 Penalty: 794.805176
	Iteration 0F: 2 clusters Score -264327.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -261111.750000 Penalty: 1589.610352
	Iteration 0F: 3 clusters Score -261111.8 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -262075.171875 Penalty: 1589.610352
	Iteration 1F: 3 clusters Score -262075.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -262191.500000 Penalty: 1589.610352
	Iteration 2F: 3 clusters Score -262191.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -262287.062500 Penalty: 1589.610352
	Iteration 3Q: 3 clusters Score -262287.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -262366.406250 Penalty: 1589.610352
	Iteration 4Q: 3 clusters Score -262366.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -262443.968750 Penalty: 1589.610352
	Iteration 5Q: 3 clusters Score -262444 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -262543.031250 Penalty: 1589.610352
	Iteration 6Q: 3 clusters Score -262543 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -262644.718750 Penalty: 1589.610352
	Iteration 7Q: 3 clusters Score -262644.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -262757.937500 Penalty: 1589.610352
	Iteration 8Q: 3 clusters Score -262757.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -262876.500000 Penalty: 1589.610352
	Iteration 9Q: 3 clusters Score -262876.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -263024.687500 Penalty: 1589.610352
	Iteration 10Q: 3 clusters Score -263024.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -263189.656250 Penalty: 1589.610352
	Iteration 11Q: 3 clusters Score -263189.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -263335.281250 Penalty: 1589.610352
	Iteration 12Q: 3 clusters Score -263335.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -263454.625000 Penalty: 1589.610352
	Iteration 13Q: 3 clusters Score -263454.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -263525.562500 Penalty: 1589.610352
	Iteration 14Q: 3 clusters Score -263525.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -263562.656250 Penalty: 1589.610352
	Iteration 15Q: 3 clusters Score -263562.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -263591.375000 Penalty: 1589.610352
	Iteration 16Q: 3 clusters Score -263591.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -263615.500000 Penalty: 1589.610352
	Iteration 17Q: 3 clusters Score -263615.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -263632.437500 Penalty: 1589.610352
	Iteration 18Q: 3 clusters Score -263632.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -263638.812500 Penalty: 1589.610352
	Iteration 19Q: 3 clusters Score -263638.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -263643.500000 Penalty: 1589.610352
	Iteration 20F: 3 clusters Score -263643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -263645.593750 Penalty: 1589.610352
	Iteration 21Q: 3 clusters Score -263645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -263650.156250 Penalty: 1589.610352
	Iteration 22Q: 3 clusters Score -263650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -263654.156250 Penalty: 1589.610352
	Iteration 23Q: 3 clusters Score -263654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -263655.625000 Penalty: 1589.610352
	Iteration 24Q: 3 clusters Score -263655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -263656.937500 Penalty: 1589.610352
	Iteration 25Q: 3 clusters Score -263656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -263658.281250 Penalty: 1589.610352
	Iteration 26Q: 3 clusters Score -263658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -263658.281250 Penalty: 1589.610352
	Iteration 27F: 3 clusters Score -263658.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (291649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291649 members 
Entering Unmasked Estep 
Score: -15935987.000000 Penalty: 1195.414062
	Iteration 0F: 2 clusters Score -1.593599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145651 members 
Mstep: Class 2 contains 145998 members 
Entering Unmasked Estep 
Score: -15742799.000000 Penalty: 2390.828125
	Iteration 0F: 3 clusters Score -1.57428e+07 nChanged 142336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145849 members 
Mstep: Class 2 contains 145800 members 
Entering Unmasked Estep 
Score: -15830646.000000 Penalty: 2390.828125
	Iteration 1F: 3 clusters Score -1.583065e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146663 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -15833730.000000 Penalty: 2390.828125
	Iteration 2Q: 3 clusters Score -1.583373e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -15837935.000000 Penalty: 2390.828125
	Iteration 3Q: 3 clusters Score -1.583794e+07 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
Score: -15843229.000000 Penalty: 2390.828125
	Iteration 4Q: 3 clusters Score -1.584323e+07 nChanged 14098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148795 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -15850374.000000 Penalty: 2390.828125
	Iteration 5Q: 3 clusters Score -1.585037e+07 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148518 members 
Mstep: Class 2 contains 143131 members 
Entering Unmasked Estep 
Score: -15860568.000000 Penalty: 2390.828125
	Iteration 6F: 3 clusters Score -1.586057e+07 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147723 members 
Mstep: Class 2 contains 143926 members 
Entering Unmasked Estep 
Score: -15872529.000000 Penalty: 2390.828125
	Iteration 7F: 3 clusters Score -1.587253e+07 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146892 members 
Mstep: Class 2 contains 144757 members 
Entering Unmasked Estep 
Score: -15881588.000000 Penalty: 2390.828125
	Iteration 8F: 3 clusters Score -1.588159e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146433 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -15885672.000000 Penalty: 2390.828125
	Iteration 9Q: 3 clusters Score -1.588567e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146251 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -15886919.000000 Penalty: 2390.828125
	Iteration 10Q: 3 clusters Score -1.588692e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146183 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -15887325.000000 Penalty: 2390.828125
	Iteration 11Q: 3 clusters Score -1.588732e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146079 members 
Mstep: Class 2 contains 145570 members 
Entering Unmasked Estep 
Score: -15887476.000000 Penalty: 2390.828125
	Iteration 12Q: 3 clusters Score -1.588748e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145932 members 
Mstep: Class 2 contains 145717 members 
Entering Unmasked Estep 
Score: -15887571.000000 Penalty: 2390.828125
	Iteration 13Q: 3 clusters Score -1.588757e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145751 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -15887587.000000 Penalty: 2390.828125
	Iteration 14Q: 3 clusters Score -1.588759e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 146104 members 
Entering Unmasked Estep 
Score: -15887760.000000 Penalty: 2390.828125
	Iteration 15Q: 3 clusters Score -1.588776e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145349 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -15887911.000000 Penalty: 2390.828125
	Iteration 16Q: 3 clusters Score -1.588791e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145154 members 
Mstep: Class 2 contains 146495 members 
Entering Unmasked Estep 
Score: -15888091.000000 Penalty: 2390.828125
	Iteration 17Q: 3 clusters Score -1.588809e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144938 members 
Mstep: Class 2 contains 146711 members 
Entering Unmasked Estep 
Score: -15888107.000000 Penalty: 2390.828125
	Iteration 18Q: 3 clusters Score -1.588811e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144764 members 
Mstep: Class 2 contains 146885 members 
Entering Unmasked Estep 
Score: -15888171.000000 Penalty: 2390.828125
	Iteration 19Q: 3 clusters Score -1.588817e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144556 members 
Mstep: Class 2 contains 147093 members 
Entering Unmasked Estep 
Score: -15888328.000000 Penalty: 2390.828125
	Iteration 20F: 3 clusters Score -1.588833e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 147305 members 
Entering Unmasked Estep 
Score: -15888354.000000 Penalty: 2390.828125
	Iteration 21Q: 3 clusters Score -1.588835e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144122 members 
Mstep: Class 2 contains 147527 members 
Entering Unmasked Estep 
Score: -15888579.000000 Penalty: 2390.828125
	Iteration 22Q: 3 clusters Score -1.588858e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143843 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -15888638.000000 Penalty: 2390.828125
	Iteration 23Q: 3 clusters Score -1.588864e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -15888812.000000 Penalty: 2390.828125
	Iteration 24Q: 3 clusters Score -1.588881e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143184 members 
Mstep: Class 2 contains 148465 members 
Entering Unmasked Estep 
Score: -15889006.000000 Penalty: 2390.828125
	Iteration 25Q: 3 clusters Score -1.588901e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 148853 members 
Entering Unmasked Estep 
Score: -15889058.000000 Penalty: 2390.828125
	Iteration 26Q: 3 clusters Score -1.588906e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142389 members 
Mstep: Class 2 contains 149260 members 
Entering Unmasked Estep 
Score: -15889357.000000 Penalty: 2390.828125
	Iteration 27Q: 3 clusters Score -1.588936e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141890 members 
Mstep: Class 2 contains 149759 members 
Entering Unmasked Estep 
Score: -15889490.000000 Penalty: 2390.828125
	Iteration 28Q: 3 clusters Score -1.588949e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141342 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -15889641.000000 Penalty: 2390.828125
	Iteration 29Q: 3 clusters Score -1.588964e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140698 members 
Mstep: Class 2 contains 150951 members 
Entering Unmasked Estep 
Score: -15889891.000000 Penalty: 2390.828125
	Iteration 30Q: 3 clusters Score -1.588989e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140035 members 
Mstep: Class 2 contains 151614 members 
Entering Unmasked Estep 
Score: -15890098.000000 Penalty: 2390.828125
	Iteration 31Q: 3 clusters Score -1.58901e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139310 members 
Mstep: Class 2 contains 152339 members 
Entering Unmasked Estep 
Score: -15890298.000000 Penalty: 2390.828125
	Iteration 32Q: 3 clusters Score -1.58903e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 153009 members 
Entering Unmasked Estep 
Score: -15890622.000000 Penalty: 2390.828125
	Iteration 33Q: 3 clusters Score -1.589062e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137917 members 
Mstep: Class 2 contains 153732 members 
Entering Unmasked Estep 
Score: -15890949.000000 Penalty: 2390.828125
	Iteration 34Q: 3 clusters Score -1.589095e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137155 members 
Mstep: Class 2 contains 154494 members 
Entering Unmasked Estep 
Score: -15891197.000000 Penalty: 2390.828125
	Iteration 35Q: 3 clusters Score -1.58912e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136334 members 
Mstep: Class 2 contains 155315 members 
Entering Unmasked Estep 
Score: -15891399.000000 Penalty: 2390.828125
	Iteration 36Q: 3 clusters Score -1.58914e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135424 members 
Mstep: Class 2 contains 156225 members 
Entering Unmasked Estep 
Score: -15891829.000000 Penalty: 2390.828125
	Iteration 37Q: 3 clusters Score -1.589183e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134452 members 
Mstep: Class 2 contains 157197 members 
Entering Unmasked Estep 
Score: -15892116.000000 Penalty: 2390.828125
	Iteration 38Q: 3 clusters Score -1.589212e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133397 members 
Mstep: Class 2 contains 158252 members 
Entering Unmasked Estep 
Score: -15892375.000000 Penalty: 2390.828125
	Iteration 39Q: 3 clusters Score -1.589238e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132234 members 
Mstep: Class 2 contains 159415 members 
Entering Unmasked Estep 
Score: -15892748.000000 Penalty: 2390.828125
	Iteration 40F: 3 clusters Score -1.589275e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130972 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -15893185.000000 Penalty: 2390.828125
	Iteration 41Q: 3 clusters Score -1.589318e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129736 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -15893592.000000 Penalty: 2390.828125
	Iteration 42Q: 3 clusters Score -1.589359e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128426 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -15894153.000000 Penalty: 2390.828125
	Iteration 43Q: 3 clusters Score -1.589415e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127013 members 
Mstep: Class 2 contains 164636 members 
Entering Unmasked Estep 
Score: -15894625.000000 Penalty: 2390.828125
	Iteration 44Q: 3 clusters Score -1.589462e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 166191 members 
Entering Unmasked Estep 
Score: -15895068.000000 Penalty: 2390.828125
	Iteration 45Q: 3 clusters Score -1.589507e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 167914 members 
Entering Unmasked Estep 
Score: -15895685.000000 Penalty: 2390.828125
	Iteration 46Q: 3 clusters Score -1.589568e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Mstep: Class 2 contains 169762 members 
Entering Unmasked Estep 
Score: -15896153.000000 Penalty: 2390.828125
	Iteration 47Q: 3 clusters Score -1.589615e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119930 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -15896633.000000 Penalty: 2390.828125
	Iteration 48Q: 3 clusters Score -1.589663e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117841 members 
Mstep: Class 2 contains 173808 members 
Entering Unmasked Estep 
Score: -15897142.000000 Penalty: 2390.828125
	Iteration 49Q: 3 clusters Score -1.589714e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115578 members 
Mstep: Class 2 contains 176071 members 
Entering Unmasked Estep 
Score: -15897857.000000 Penalty: 2390.828125
	Iteration 50Q: 3 clusters Score -1.589786e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 178512 members 
Entering Unmasked Estep 
Score: -15898363.000000 Penalty: 2390.828125
	Iteration 51Q: 3 clusters Score -1.589836e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 181154 members 
Entering Unmasked Estep 
Score: -15899052.000000 Penalty: 2390.828125
	Iteration 52Q: 3 clusters Score -1.589905e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 184016 members 
Entering Unmasked Estep 
Score: -15899713.000000 Penalty: 2390.828125
	Iteration 53Q: 3 clusters Score -1.589971e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 187090 members 
Entering Unmasked Estep 
Score: -15900567.000000 Penalty: 2390.828125
	Iteration 54Q: 3 clusters Score -1.590057e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 190403 members 
Entering Unmasked Estep 
Score: -15901439.000000 Penalty: 2390.828125
	Iteration 55Q: 3 clusters Score -1.590144e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97629 members 
Mstep: Class 2 contains 194020 members 
Entering Unmasked Estep 
Score: -15902258.000000 Penalty: 2390.828125
	Iteration 56Q: 3 clusters Score -1.590226e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 197891 members 
Entering Unmasked Estep 
Score: -15903245.000000 Penalty: 2390.828125
	Iteration 57Q: 3 clusters Score -1.590324e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89806 members 
Mstep: Class 2 contains 201843 members 
Entering Unmasked Estep 
Score: -15904061.000000 Penalty: 2390.828125
	Iteration 58Q: 3 clusters Score -1.590406e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 205902 members 
Entering Unmasked Estep 
Score: -15905228.000000 Penalty: 2390.828125
	Iteration 59Q: 3 clusters Score -1.590523e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 210097 members 
Entering Unmasked Estep 
Score: -15906306.000000 Penalty: 2390.828125
	Iteration 60F: 3 clusters Score -1.590631e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 214459 members 
Entering Unmasked Estep 
Score: -15907660.000000 Penalty: 2390.828125
	Iteration 61Q: 3 clusters Score -1.590766e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 218934 members 
Entering Unmasked Estep 
Score: -15909030.000000 Penalty: 2390.828125
	Iteration 62Q: 3 clusters Score -1.590903e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 223418 members 
Entering Unmasked Estep 
Score: -15910331.000000 Penalty: 2390.828125
	Iteration 63Q: 3 clusters Score -1.591033e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 227959 members 
Entering Unmasked Estep 
Score: -15911738.000000 Penalty: 2390.828125
	Iteration 64Q: 3 clusters Score -1.591174e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 232447 members 
Entering Unmasked Estep 
Score: -15913196.000000 Penalty: 2390.828125
	Iteration 65Q: 3 clusters Score -1.59132e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 236929 members 
Entering Unmasked Estep 
Score: -15914776.000000 Penalty: 2390.828125
	Iteration 66Q: 3 clusters Score -1.591478e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 241406 members 
Entering Unmasked Estep 
Score: -15916504.000000 Penalty: 2390.828125
	Iteration 67Q: 3 clusters Score -1.59165e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 245722 members 
Entering Unmasked Estep 
Score: -15918054.000000 Penalty: 2390.828125
	Iteration 68Q: 3 clusters Score -1.591805e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 249957 members 
Entering Unmasked Estep 
Score: -15919453.000000 Penalty: 2390.828125
	Iteration 69Q: 3 clusters Score -1.591945e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 254019 members 
Entering Unmasked Estep 
Score: -15920956.000000 Penalty: 2390.828125
	Iteration 70Q: 3 clusters Score -1.592096e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 257937 members 
Entering Unmasked Estep 
Score: -15922400.000000 Penalty: 2390.828125
	Iteration 71Q: 3 clusters Score -1.59224e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 261697 members 
Entering Unmasked Estep 
Score: -15923978.000000 Penalty: 2390.828125
	Iteration 72Q: 3 clusters Score -1.592398e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 265165 members 
Entering Unmasked Estep 
Score: -15925321.000000 Penalty: 2390.828125
	Iteration 73Q: 3 clusters Score -1.592532e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 268382 members 
Entering Unmasked Estep 
Score: -15926573.000000 Penalty: 2390.828125
	Iteration 74Q: 3 clusters Score -1.592657e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 271348 members 
Entering Unmasked Estep 
Score: -15927799.000000 Penalty: 2390.828125
	Iteration 75Q: 3 clusters Score -1.59278e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 274070 members 
Entering Unmasked Estep 
Score: -15928952.000000 Penalty: 2390.828125
	Iteration 76Q: 3 clusters Score -1.592895e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 276557 members 
Entering Unmasked Estep 
Score: -15930086.000000 Penalty: 2390.828125
	Iteration 77Q: 3 clusters Score -1.593009e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 278789 members 
Entering Unmasked Estep 
Score: -15931041.000000 Penalty: 2390.828125
	Iteration 78Q: 3 clusters Score -1.593104e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 280766 members 
Entering Unmasked Estep 
Score: -15931944.000000 Penalty: 2390.828125
	Iteration 79Q: 3 clusters Score -1.593194e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 282412 members 
Entering Unmasked Estep 
Score: -15932638.000000 Penalty: 2390.828125
	Iteration 80F: 3 clusters Score -1.593264e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 283801 members 
Entering Unmasked Estep 
Score: -15933283.000000 Penalty: 2390.828125
	Iteration 81Q: 3 clusters Score -1.593328e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 284948 members 
Entering Unmasked Estep 
Score: -15933736.000000 Penalty: 2390.828125
	Iteration 82Q: 3 clusters Score -1.593374e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 285873 members 
Entering Unmasked Estep 
Score: -15934097.000000 Penalty: 2390.828125
	Iteration 83Q: 3 clusters Score -1.59341e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 286618 members 
Entering Unmasked Estep 
Score: -15934359.000000 Penalty: 2390.828125
	Iteration 84Q: 3 clusters Score -1.593436e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 287241 members 
Entering Unmasked Estep 
Score: -15934619.000000 Penalty: 2390.828125
	Iteration 85Q: 3 clusters Score -1.593462e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 287748 members 
Entering Unmasked Estep 
Score: -15934729.000000 Penalty: 2390.828125
	Iteration 86Q: 3 clusters Score -1.593473e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 288164 members 
Entering Unmasked Estep 
Score: -15934837.000000 Penalty: 2390.828125
	Iteration 87Q: 3 clusters Score -1.593484e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 288488 members 
Entering Unmasked Estep 
Score: -15934891.000000 Penalty: 2390.828125
	Iteration 88Q: 3 clusters Score -1.593489e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 288751 members 
Entering Unmasked Estep 
Score: -15934967.000000 Penalty: 2390.828125
	Iteration 89Q: 3 clusters Score -1.593497e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 288934 members 
Entering Unmasked Estep 
Score: -15935022.000000 Penalty: 2390.828125
	Iteration 90Q: 3 clusters Score -1.593502e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 289090 members 
Entering Unmasked Estep 
Score: -15935060.000000 Penalty: 2390.828125
	Iteration 91Q: 3 clusters Score -1.593506e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 289215 members 
Entering Unmasked Estep 
Score: -15935120.000000 Penalty: 2390.828125
	Iteration 92Q: 3 clusters Score -1.593512e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 289317 members 
Entering Unmasked Estep 
Score: -15935122.000000 Penalty: 2390.828125
	Iteration 93Q: 3 clusters Score -1.593512e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 289406 members 
Entering Unmasked Estep 
Score: -15935125.000000 Penalty: 2390.828125
	Iteration 94Q: 3 clusters Score -1.593512e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 289492 members 
Entering Unmasked Estep 
Score: -15935179.000000 Penalty: 2390.828125
	Iteration 95Q: 3 clusters Score -1.593518e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 289573 members 
Entering Unmasked Estep 
Score: -15935195.000000 Penalty: 2390.828125
	Iteration 96Q: 3 clusters Score -1.59352e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 289644 members 
Entering Unmasked Estep 
Score: -15935214.000000 Penalty: 2390.828125
	Iteration 97Q: 3 clusters Score -1.593521e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 289701 members 
Entering Unmasked Estep 
Score: -15935234.000000 Penalty: 2390.828125
	Iteration 98Q: 3 clusters Score -1.593523e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 289746 members 
Entering Unmasked Estep 
Score: -15935236.000000 Penalty: 2390.828125
	Iteration 99Q: 3 clusters Score -1.593524e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 289776 members 
Entering Unmasked Estep 
Score: -15935231.000000 Penalty: 2390.828125
	Iteration 100F: 3 clusters Score -1.593523e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 289802 members 
Entering Unmasked Estep 
Score: -15935251.000000 Penalty: 2390.828125
	Iteration 101Q: 3 clusters Score -1.593525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 289821 members 
Entering Unmasked Estep 
Score: -15935275.000000 Penalty: 2390.828125
	Iteration 102Q: 3 clusters Score -1.593528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 289833 members 
Entering Unmasked Estep 
Score: -15935301.000000 Penalty: 2390.828125
	Iteration 103Q: 3 clusters Score -1.59353e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 289862 members 
Entering Unmasked Estep 
Score: -15935294.000000 Penalty: 2390.828125
	Iteration 104Q: 3 clusters Score -1.593529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 289889 members 
Entering Unmasked Estep 
Score: -15935295.000000 Penalty: 2390.828125
	Iteration 105Q: 3 clusters Score -1.59353e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 289916 members 
Entering Unmasked Estep 
Score: -15935297.000000 Penalty: 2390.828125
	Iteration 106Q: 3 clusters Score -1.59353e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 289951 members 
Entering Unmasked Estep 
Score: -15935295.000000 Penalty: 2390.828125
	Iteration 107Q: 3 clusters Score -1.59353e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 289989 members 
Entering Unmasked Estep 
Score: -15935284.000000 Penalty: 2390.828125
	Iteration 108Q: 3 clusters Score -1.593528e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 290018 members 
Entering Unmasked Estep 
Score: -15935279.000000 Penalty: 2390.828125
	Iteration 109Q: 3 clusters Score -1.593528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 290039 members 
Entering Unmasked Estep 
Score: -15935293.000000 Penalty: 2390.828125
	Iteration 110Q: 3 clusters Score -1.593529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 290058 members 
Entering Unmasked Estep 
Score: -15935298.000000 Penalty: 2390.828125
	Iteration 111Q: 3 clusters Score -1.59353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 290071 members 
Entering Unmasked Estep 
Score: -15935303.000000 Penalty: 2390.828125
	Iteration 112Q: 3 clusters Score -1.59353e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 290087 members 
Entering Unmasked Estep 
Score: -15935303.000000 Penalty: 2390.828125
	Iteration 113Q: 3 clusters Score -1.59353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 290094 members 
Entering Unmasked Estep 
Score: -15935329.000000 Penalty: 2390.828125
	Iteration 114Q: 3 clusters Score -1.593533e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 290102 members 
Entering Unmasked Estep 
Score: -15935314.000000 Penalty: 2390.828125
	Iteration 115Q: 3 clusters Score -1.593531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 290109 members 
Entering Unmasked Estep 
Score: -15935307.000000 Penalty: 2390.828125
	Iteration 116Q: 3 clusters Score -1.593531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 290113 members 
Entering Unmasked Estep 
Score: -15935315.000000 Penalty: 2390.828125
	Iteration 117Q: 3 clusters Score -1.593532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 290118 members 
Entering Unmasked Estep 
Score: -15935324.000000 Penalty: 2390.828125
	Iteration 118Q: 3 clusters Score -1.593532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 290120 members 
Entering Unmasked Estep 
Score: -15935321.000000 Penalty: 2390.828125
	Iteration 119Q: 3 clusters Score -1.593532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 290117 members 
Entering Unmasked Estep 
Score: -15935332.000000 Penalty: 2390.828125
	Iteration 120F: 3 clusters Score -1.593533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 290115 members 
Entering Unmasked Estep 
Score: -15935333.000000 Penalty: 2390.828125
	Iteration 121Q: 3 clusters Score -1.593533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 290117 members 
Entering Unmasked Estep 
Score: -15935336.000000 Penalty: 2390.828125
	Iteration 122Q: 3 clusters Score -1.593534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 290117 members 
Entering Unmasked Estep 
Score: -15935330.000000 Penalty: 2390.828125
	Iteration 123Q: 3 clusters Score -1.593533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 290117 members 
Entering Unmasked Estep 
Score: -15935335.000000 Penalty: 2390.828125
	Iteration 124Q: 3 clusters Score -1.593534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 290113 members 
Entering Unmasked Estep 
Score: -15935327.000000 Penalty: 2390.828125
	Iteration 125Q: 3 clusters Score -1.593533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 290115 members 
Entering Unmasked Estep 
Score: -15935324.000000 Penalty: 2390.828125
	Iteration 126Q: 3 clusters Score -1.593532e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 290122 members 
Entering Unmasked Estep 
Score: -15935310.000000 Penalty: 2390.828125
	Iteration 127Q: 3 clusters Score -1.593531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 290127 members 
Entering Unmasked Estep 
Score: -15935320.000000 Penalty: 2390.828125
	Iteration 128Q: 3 clusters Score -1.593532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 290135 members 
Entering Unmasked Estep 
Score: -15935305.000000 Penalty: 2390.828125
	Iteration 129Q: 3 clusters Score -1.59353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 290140 members 
Entering Unmasked Estep 
Score: -15935309.000000 Penalty: 2390.828125
	Iteration 130Q: 3 clusters Score -1.593531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 290142 members 
Entering Unmasked Estep 
Score: -15935307.000000 Penalty: 2390.828125
	Iteration 131Q: 3 clusters Score -1.593531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 290143 members 
Entering Unmasked Estep 
Score: -15935304.000000 Penalty: 2390.828125
	Iteration 132Q: 3 clusters Score -1.59353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 290140 members 
Entering Unmasked Estep 
Score: -15935320.000000 Penalty: 2390.828125
	Iteration 133Q: 3 clusters Score -1.593532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 290140 members 
Entering Unmasked Estep 
Score: -15935323.000000 Penalty: 2390.828125
	Iteration 134Q: 3 clusters Score -1.593532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 290142 members 
Entering Unmasked Estep 
Score: -15935331.000000 Penalty: 2390.828125
	Iteration 135Q: 3 clusters Score -1.593533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 290147 members 
Entering Unmasked Estep 
Score: -15935322.000000 Penalty: 2390.828125
	Iteration 136Q: 3 clusters Score -1.593532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 290151 members 
Entering Unmasked Estep 
Score: -15935331.000000 Penalty: 2390.828125
	Iteration 137Q: 3 clusters Score -1.593533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 290152 members 
Entering Unmasked Estep 
Score: -15935335.000000 Penalty: 2390.828125
	Iteration 138Q: 3 clusters Score -1.593534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 290153 members 
Entering Unmasked Estep 
Score: -15935335.000000 Penalty: 2390.828125
	Iteration 139Q: 3 clusters Score -1.593534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 290153 members 
Entering Unmasked Estep 
Score: -15935335.000000 Penalty: 2390.828125
	Iteration 140F: 3 clusters Score -1.593534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Entering Unmasked Estep 
Score: -4233449.000000 Penalty: 1070.473022
	Iteration 0F: 2 clusters Score -4233449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -4181198.000000 Penalty: 2140.946045
	Iteration 0F: 3 clusters Score -4181198 nChanged 37575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -4203231.000000 Penalty: 2140.946045
	Iteration 1F: 3 clusters Score -4203231 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -4204075.500000 Penalty: 2140.946045
	Iteration 2Q: 3 clusters Score -4204076 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -4205147.500000 Penalty: 2140.946045
	Iteration 3Q: 3 clusters Score -4205148 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -4206600.500000 Penalty: 2140.946045
	Iteration 4Q: 3 clusters Score -4206600 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -4208481.500000 Penalty: 2140.946045
	Iteration 5F: 3 clusters Score -4208482 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -4210696.500000 Penalty: 2140.946045
	Iteration 6F: 3 clusters Score -4210696 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -4212864.500000 Penalty: 2140.946045
	Iteration 7F: 3 clusters Score -4212864 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -4214872.500000 Penalty: 2140.946045
	Iteration 8Q: 3 clusters Score -4214872 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -4216851.500000 Penalty: 2140.946045
	Iteration 9Q: 3 clusters Score -4216852 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -4218935.000000 Penalty: 2140.946045
	Iteration 10Q: 3 clusters Score -4218935 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -4221338.000000 Penalty: 2140.946045
	Iteration 11Q: 3 clusters Score -4221338 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -4223896.500000 Penalty: 2140.946045
	Iteration 12Q: 3 clusters Score -4223896 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -4226055.000000 Penalty: 2140.946045
	Iteration 13Q: 3 clusters Score -4226055 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -4227925.000000 Penalty: 2140.946045
	Iteration 14Q: 3 clusters Score -4227925 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -4229390.500000 Penalty: 2140.946045
	Iteration 15Q: 3 clusters Score -4229390 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -4230508.500000 Penalty: 2140.946045
	Iteration 16Q: 3 clusters Score -4230508 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -4231332.000000 Penalty: 2140.946045
	Iteration 17Q: 3 clusters Score -4231332 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -4231833.000000 Penalty: 2140.946045
	Iteration 18Q: 3 clusters Score -4231833 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -4232184.500000 Penalty: 2140.946045
	Iteration 19Q: 3 clusters Score -4232184 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -4232442.500000 Penalty: 2140.946045
	Iteration 20F: 3 clusters Score -4232442 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -4232603.000000 Penalty: 2140.946045
	Iteration 21Q: 3 clusters Score -4232603 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -4232709.500000 Penalty: 2140.946045
	Iteration 22Q: 3 clusters Score -4232710 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -4232784.000000 Penalty: 2140.946045
	Iteration 23Q: 3 clusters Score -4232784 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -4232846.500000 Penalty: 2140.946045
	Iteration 24Q: 3 clusters Score -4232846 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -4232896.500000 Penalty: 2140.946045
	Iteration 25Q: 3 clusters Score -4232896 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -4232930.500000 Penalty: 2140.946045
	Iteration 26Q: 3 clusters Score -4232930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -4232947.000000 Penalty: 2140.946045
	Iteration 27Q: 3 clusters Score -4232947 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -4232960.500000 Penalty: 2140.946045
	Iteration 28Q: 3 clusters Score -4232960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -4232974.000000 Penalty: 2140.946045
	Iteration 29Q: 3 clusters Score -4232974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -4232977.000000 Penalty: 2140.946045
	Iteration 30Q: 3 clusters Score -4232977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -4232982.000000 Penalty: 2140.946045
	Iteration 31Q: 3 clusters Score -4232982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -4232981.000000 Penalty: 2140.946045
	Iteration 32Q: 3 clusters Score -4232981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -4232987.500000 Penalty: 2140.946045
	Iteration 33Q: 3 clusters Score -4232988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -4232992.500000 Penalty: 2140.946045
	Iteration 34Q: 3 clusters Score -4232992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -4232990.500000 Penalty: 2140.946045
	Iteration 35Q: 3 clusters Score -4232990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -4232990.500000 Penalty: 2140.946045
	Iteration 36Q: 3 clusters Score -4232990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -4232993.500000 Penalty: 2140.946045
	Iteration 37Q: 3 clusters Score -4232994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -4233001.000000 Penalty: 2140.946045
	Iteration 38Q: 3 clusters Score -4233001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -4233007.000000 Penalty: 2140.946045
	Iteration 39Q: 3 clusters Score -4233007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -4233013.000000 Penalty: 2140.946045
	Iteration 40F: 3 clusters Score -4233013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -4233016.500000 Penalty: 2140.946045
	Iteration 41Q: 3 clusters Score -4233016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -4233019.500000 Penalty: 2140.946045
	Iteration 42Q: 3 clusters Score -4233020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -4233029.000000 Penalty: 2140.946045
	Iteration 43Q: 3 clusters Score -4233029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -4233028.500000 Penalty: 2140.946045
	Iteration 44Q: 3 clusters Score -4233028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -4233037.000000 Penalty: 2140.946045
	Iteration 45Q: 3 clusters Score -4233037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -4233031.500000 Penalty: 2140.946045
	Iteration 46Q: 3 clusters Score -4233032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -4233036.000000 Penalty: 2140.946045
	Iteration 47Q: 3 clusters Score -4233036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -4233035.500000 Penalty: 2140.946045
	Iteration 48Q: 3 clusters Score -4233036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -4233035.500000 Penalty: 2140.946045
	Iteration 49Q: 3 clusters Score -4233036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -4233036.500000 Penalty: 2140.946045
	Iteration 50Q: 3 clusters Score -4233036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -4233033.000000 Penalty: 2140.946045
	Iteration 51Q: 3 clusters Score -4233033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -4233035.000000 Penalty: 2140.946045
	Iteration 52Q: 3 clusters Score -4233035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -4233035.000000 Penalty: 2140.946045
	Iteration 53F: 3 clusters Score -4233035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -95601.015625 Penalty: 706.254456
	Iteration 0F: 2 clusters Score -95601.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -94089.054688 Penalty: 1412.508911
	Iteration 0F: 3 clusters Score -94089.05 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -94470.687500 Penalty: 1412.508911
	Iteration 1F: 3 clusters Score -94470.69 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -94559.304688 Penalty: 1412.508911
	Iteration 2F: 3 clusters Score -94559.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -94639.007812 Penalty: 1412.508911
	Iteration 3F: 3 clusters Score -94639.01 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -94679.085938 Penalty: 1412.508911
	Iteration 4Q: 3 clusters Score -94679.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -94705.976562 Penalty: 1412.508911
	Iteration 5Q: 3 clusters Score -94705.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -94726.601562 Penalty: 1412.508911
	Iteration 6Q: 3 clusters Score -94726.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -94743.304688 Penalty: 1412.508911
	Iteration 7Q: 3 clusters Score -94743.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -94758.937500 Penalty: 1412.508911
	Iteration 8Q: 3 clusters Score -94758.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -94774.648438 Penalty: 1412.508911
	Iteration 9Q: 3 clusters Score -94774.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -94793.890625 Penalty: 1412.508911
	Iteration 10Q: 3 clusters Score -94793.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -94817.500000 Penalty: 1412.508911
	Iteration 11Q: 3 clusters Score -94817.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -94834.226562 Penalty: 1412.508911
	Iteration 12Q: 3 clusters Score -94834.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -94847.625000 Penalty: 1412.508911
	Iteration 13Q: 3 clusters Score -94847.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -94862.312500 Penalty: 1412.508911
	Iteration 14Q: 3 clusters Score -94862.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -94878.023438 Penalty: 1412.508911
	Iteration 15Q: 3 clusters Score -94878.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94903.070312 Penalty: 1412.508911
	Iteration 16Q: 3 clusters Score -94903.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94939.382812 Penalty: 1412.508911
	Iteration 17Q: 3 clusters Score -94939.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94975.500000 Penalty: 1412.508911
	Iteration 18Q: 3 clusters Score -94975.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95006.921875 Penalty: 1412.508911
	Iteration 19Q: 3 clusters Score -95006.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95035.664062 Penalty: 1412.508911
	Iteration 20F: 3 clusters Score -95035.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95058.359375 Penalty: 1412.508911
	Iteration 21Q: 3 clusters Score -95058.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95074.343750 Penalty: 1412.508911
	Iteration 22Q: 3 clusters Score -95074.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95079.796875 Penalty: 1412.508911
	Iteration 23Q: 3 clusters Score -95079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95084.937500 Penalty: 1412.508911
	Iteration 24Q: 3 clusters Score -95084.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95091.476562 Penalty: 1412.508911
	Iteration 25Q: 3 clusters Score -95091.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95097.843750 Penalty: 1412.508911
	Iteration 26Q: 3 clusters Score -95097.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95100.437500 Penalty: 1412.508911
	Iteration 27Q: 3 clusters Score -95100.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95102.625000 Penalty: 1412.508911
	Iteration 28Q: 3 clusters Score -95102.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95103.484375 Penalty: 1412.508911
	Iteration 29Q: 3 clusters Score -95103.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95103.742188 Penalty: 1412.508911
	Iteration 30Q: 3 clusters Score -95103.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95104.304688 Penalty: 1412.508911
	Iteration 31Q: 3 clusters Score -95104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95104.593750 Penalty: 1412.508911
	Iteration 32Q: 3 clusters Score -95104.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95105.351562 Penalty: 1412.508911
	Iteration 33Q: 3 clusters Score -95105.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95106.453125 Penalty: 1412.508911
	Iteration 34Q: 3 clusters Score -95106.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95107.062500 Penalty: 1412.508911
	Iteration 35Q: 3 clusters Score -95107.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95107.601562 Penalty: 1412.508911
	Iteration 36Q: 3 clusters Score -95107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95107.968750 Penalty: 1412.508911
	Iteration 37Q: 3 clusters Score -95107.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95108.257812 Penalty: 1412.508911
	Iteration 38Q: 3 clusters Score -95108.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95108.257812 Penalty: 1412.508911
	Iteration 39F: 3 clusters Score -95108.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (134950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134950 members 
Entering Unmasked Estep 
Score: -7350774.000000 Penalty: 1122.202637
	Iteration 0F: 2 clusters Score -7350774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -7259765.000000 Penalty: 2244.405273
	Iteration 0F: 3 clusters Score -7259765 nChanged 65398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -7298797.500000 Penalty: 2244.405273
	Iteration 1F: 3 clusters Score -7298798 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -7300293.500000 Penalty: 2244.405273
	Iteration 2Q: 3 clusters Score -7300294 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -7302696.000000 Penalty: 2244.405273
	Iteration 3Q: 3 clusters Score -7302696 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -7306529.000000 Penalty: 2244.405273
	Iteration 4F: 3 clusters Score -7306529 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -7312451.500000 Penalty: 2244.405273
	Iteration 5F: 3 clusters Score -7312452 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -7320438.500000 Penalty: 2244.405273
	Iteration 6F: 3 clusters Score -7320438 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -7329359.500000 Penalty: 2244.405273
	Iteration 7F: 3 clusters Score -7329360 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119383 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -7337316.000000 Penalty: 2244.405273
	Iteration 8F: 3 clusters Score -7337316 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125519 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -7342913.000000 Penalty: 2244.405273
	Iteration 9Q: 3 clusters Score -7342913 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129362 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -7346153.000000 Penalty: 2244.405273
	Iteration 10Q: 3 clusters Score -7346153 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131592 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -7347893.500000 Penalty: 2244.405273
	Iteration 11Q: 3 clusters Score -7347894 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132821 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7348751.500000 Penalty: 2244.405273
	Iteration 12Q: 3 clusters Score -7348752 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133513 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7349196.000000 Penalty: 2244.405273
	Iteration 13Q: 3 clusters Score -7349196 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133888 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7349427.500000 Penalty: 2244.405273
	Iteration 14Q: 3 clusters Score -7349428 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134100 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7349557.500000 Penalty: 2244.405273
	Iteration 15Q: 3 clusters Score -7349558 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134245 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7349657.500000 Penalty: 2244.405273
	Iteration 16Q: 3 clusters Score -7349658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134339 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7349701.000000 Penalty: 2244.405273
	Iteration 17Q: 3 clusters Score -7349701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134390 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7349725.500000 Penalty: 2244.405273
	Iteration 18Q: 3 clusters Score -7349726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134419 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7349758.000000 Penalty: 2244.405273
	Iteration 19Q: 3 clusters Score -7349758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134446 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7349771.500000 Penalty: 2244.405273
	Iteration 20F: 3 clusters Score -7349772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134470 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7349794.500000 Penalty: 2244.405273
	Iteration 21Q: 3 clusters Score -7349794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7349808.500000 Penalty: 2244.405273
	Iteration 22Q: 3 clusters Score -7349808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134498 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7349831.000000 Penalty: 2244.405273
	Iteration 23Q: 3 clusters Score -7349831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134510 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7349839.500000 Penalty: 2244.405273
	Iteration 24Q: 3 clusters Score -7349840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134517 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7349841.500000 Penalty: 2244.405273
	Iteration 25Q: 3 clusters Score -7349842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134522 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7349843.000000 Penalty: 2244.405273
	Iteration 26Q: 3 clusters Score -7349843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134527 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7349845.500000 Penalty: 2244.405273
	Iteration 27Q: 3 clusters Score -7349846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134530 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7349848.000000 Penalty: 2244.405273
	Iteration 28Q: 3 clusters Score -7349848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134532 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7349845.000000 Penalty: 2244.405273
	Iteration 29Q: 3 clusters Score -7349845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134535 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7349849.000000 Penalty: 2244.405273
	Iteration 30Q: 3 clusters Score -7349849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134537 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7349852.000000 Penalty: 2244.405273
	Iteration 31Q: 3 clusters Score -7349852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134540 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7349848.500000 Penalty: 2244.405273
	Iteration 32Q: 3 clusters Score -7349848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134542 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7349850.000000 Penalty: 2244.405273
	Iteration 33Q: 3 clusters Score -7349850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134542 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7349850.000000 Penalty: 2244.405273
	Iteration 34F: 3 clusters Score -7349850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -139590.906250 Penalty: 765.239990
	Iteration 0F: 2 clusters Score -139590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -137225.609375 Penalty: 1530.479980
	Iteration 0F: 3 clusters Score -137225.6 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -138214.328125 Penalty: 1530.479980
	Iteration 1F: 3 clusters Score -138214.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -138561.406250 Penalty: 1530.479980
	Iteration 2F: 3 clusters Score -138561.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -138830.453125 Penalty: 1530.479980
	Iteration 3F: 3 clusters Score -138830.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139053.375000 Penalty: 1530.479980
	Iteration 4F: 3 clusters Score -139053.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -139206.812500 Penalty: 1530.479980
	Iteration 5Q: 3 clusters Score -139206.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139293.421875 Penalty: 1530.479980
	Iteration 6Q: 3 clusters Score -139293.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -139349.515625 Penalty: 1530.479980
	Iteration 7Q: 3 clusters Score -139349.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139373.843750 Penalty: 1530.479980
	Iteration 8Q: 3 clusters Score -139373.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -139385.890625 Penalty: 1530.479980
	Iteration 9Q: 3 clusters Score -139385.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -139398.687500 Penalty: 1530.479980
	Iteration 10Q: 3 clusters Score -139398.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -139407.187500 Penalty: 1530.479980
	Iteration 11Q: 3 clusters Score -139407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -139413.343750 Penalty: 1530.479980
	Iteration 12Q: 3 clusters Score -139413.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -139417.093750 Penalty: 1530.479980
	Iteration 13Q: 3 clusters Score -139417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -139422.734375 Penalty: 1530.479980
	Iteration 14Q: 3 clusters Score -139422.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -139425.750000 Penalty: 1530.479980
	Iteration 15Q: 3 clusters Score -139425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -139430.562500 Penalty: 1530.479980
	Iteration 16Q: 3 clusters Score -139430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -139432.921875 Penalty: 1530.479980
	Iteration 17Q: 3 clusters Score -139432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -139434.062500 Penalty: 1530.479980
	Iteration 18Q: 3 clusters Score -139434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -139435.171875 Penalty: 1530.479980
	Iteration 19Q: 3 clusters Score -139435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -139435.671875 Penalty: 1530.479980
	Iteration 20F: 3 clusters Score -139435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -139437.703125 Penalty: 1530.479980
	Iteration 21Q: 3 clusters Score -139437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -139438.843750 Penalty: 1530.479980
	Iteration 22Q: 3 clusters Score -139438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -139439.328125 Penalty: 1530.479980
	Iteration 23Q: 3 clusters Score -139439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -139439.328125 Penalty: 1530.479980
	Iteration 24F: 3 clusters Score -139439.3 nChanged 0
--- Evaluating fit on full set of 2212027 points ---
Entering Unmasked Estep 
Score: -116005832.000000 Penalty: 38861.058594
24->29 Clusters: Score -116005832.000000, best is -116031768.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 737342 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 30613 members 
Mstep: Class 3 contains 30912 members 
Mstep: Class 4 contains 30756 members 
Mstep: Class 5 contains 30746 members 
Mstep: Class 6 contains 30736 members 
Mstep: Class 7 contains 30520 members 
Mstep: Class 8 contains 30684 members 
Mstep: Class 9 contains 30551 members 
Mstep: Class 10 contains 30659 members 
Mstep: Class 11 contains 30621 members 
Mstep: Class 12 contains 30480 members 
Mstep: Class 13 contains 31095 members 
Mstep: Class 14 contains 30929 members 
Mstep: Class 15 contains 31074 members 
Mstep: Class 16 contains 30532 members 
Mstep: Class 17 contains 30875 members 
Mstep: Class 18 contains 30656 members 
Mstep: Class 19 contains 30829 members 
Mstep: Class 20 contains 30460 members 
Mstep: Class 21 contains 30604 members 
Mstep: Class 22 contains 30715 members 
Mstep: Class 23 contains 30901 members 
Mstep: Class 24 contains 30560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 285.716553 but Gain 1283.527344
Score: -34970496.000000 Penalty: 29521.113281
Iteration 0F: 24 clusters Score -3.49705e+07 nChanged 704056
Entering Unmasked Mstep 
Mstep: Class 0 contains 999 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 48704 members 
Mstep: Class 3 contains 16930 members 
Mstep: Class 4 contains 27064 members 
Mstep: Class 5 contains 13879 members 
Mstep: Class 6 contains 30264 members 
Mstep: Class 8 contains 31870 members 
Mstep: Class 9 contains 7691 members 
Mstep: Class 10 contains 73810 members 
Mstep: Class 11 contains 24179 members 
Mstep: Class 12 contains 22991 members 
Mstep: Class 13 contains 12807 members 
Mstep: Class 14 contains 59040 members 
Mstep: Class 15 contains 54001 members 
Mstep: Class 16 contains 53545 members 
Mstep: Class 17 contains 90021 members 
Mstep: Class 18 contains 18045 members 
Mstep: Class 19 contains 14465 members 
Mstep: Class 20 contains 18606 members 
Mstep: Class 21 contains 25362 members 
Mstep: Class 22 contains 26612 members 
Mstep: Class 23 contains 29824 members 
Mstep: Class 24 contains 20307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37400676.000000 Penalty: 29521.113281
Iteration 1F: 24 clusters Score -3.740068e+07 nChanged 294799
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 9681 members 
Mstep: Class 4 contains 25290 members 
Mstep: Class 5 contains 9064 members 
Mstep: Class 6 contains 27447 members 
Mstep: Class 8 contains 28421 members 
Mstep: Class 9 contains 6187 members 
Mstep: Class 10 contains 75497 members 
Mstep: Class 11 contains 24217 members 
Mstep: Class 12 contains 19205 members 
Mstep: Class 13 contains 4244 members 
Mstep: Class 14 contains 56733 members 
Mstep: Class 15 contains 69351 members 
Mstep: Class 16 contains 49396 members 
Mstep: Class 17 contains 154611 members 
Mstep: Class 18 contains 14992 members 
Mstep: Class 19 contains 10921 members 
Mstep: Class 20 contains 12550 members 
Mstep: Class 21 contains 22756 members 
Mstep: Class 22 contains 27048 members 
Mstep: Class 23 contains 23864 members 
Mstep: Class 24 contains 15568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37951272.000000 Penalty: 29521.113281
Iteration 2F: 24 clusters Score -3.795127e+07 nChanged 191253
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 33336 members 
Mstep: Class 3 contains 4922 members 
Mstep: Class 4 contains 20952 members 
Mstep: Class 5 contains 5276 members 
Mstep: Class 6 contains 24115 members 
Mstep: Class 8 contains 24498 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 80704 members 
Mstep: Class 11 contains 22607 members 
Mstep: Class 12 contains 16842 members 
Mstep: Class 13 contains 1811 members 
Mstep: Class 14 contains 61393 members 
Mstep: Class 15 contains 78213 members 
Mstep: Class 16 contains 35952 members 
Mstep: Class 17 contains 201160 members 
Mstep: Class 18 contains 13371 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 18750 members 
Mstep: Class 22 contains 28625 members 
Mstep: Class 23 contains 20874 members 
Mstep: Class 24 contains 13243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38206292.000000 Penalty: 29521.113281
Iteration 3F: 24 clusters Score -3.820629e+07 nChanged 122723
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 29166 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 15875 members 
Mstep: Class 5 contains 3384 members 
Mstep: Class 6 contains 21499 members 
Mstep: Class 8 contains 24471 members 
Mstep: Class 9 contains 9755 members 
Mstep: Class 10 contains 87039 members 
Mstep: Class 11 contains 20309 members 
Mstep: Class 12 contains 15593 members 
Mstep: Class 13 contains 1276 members 
Mstep: Class 14 contains 63105 members 
Mstep: Class 15 contains 86153 members 
Mstep: Class 16 contains 23729 members 
Mstep: Class 17 contains 231153 members 
Mstep: Class 18 contains 12937 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 5052 members 
Mstep: Class 21 contains 14009 members 
Mstep: Class 22 contains 29291 members 
Mstep: Class 23 contains 17741 members 
Mstep: Class 24 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38335892.000000 Penalty: 29521.113281
Iteration 4F: 24 clusters Score -3.833589e+07 nChanged 82280
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25649 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 18902 members 
Mstep: Class 8 contains 28078 members 
Mstep: Class 9 contains 10563 members 
Mstep: Class 10 contains 92017 members 
Mstep: Class 11 contains 18435 members 
Mstep: Class 12 contains 15470 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 60189 members 
Mstep: Class 15 contains 96206 members 
Mstep: Class 16 contains 15084 members 
Mstep: Class 17 contains 247956 members 
Mstep: Class 18 contains 13076 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 10596 members 
Mstep: Class 22 contains 29934 members 
Mstep: Class 23 contains 14134 members 
Mstep: Class 24 contains 13046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38413288.000000 Penalty: 29521.113281
Iteration 5F: 24 clusters Score -3.841329e+07 nChanged 59171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22070 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 8657 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 16164 members 
Mstep: Class 8 contains 33501 members 
Mstep: Class 9 contains 10897 members 
Mstep: Class 10 contains 94379 members 
Mstep: Class 11 contains 17386 members 
Mstep: Class 12 contains 15124 members 
Mstep: Class 13 contains 1059 members 
Mstep: Class 14 contains 55086 members 
Mstep: Class 15 contains 107349 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 257402 members 
Mstep: Class 18 contains 13387 members 
Mstep: Class 19 contains 4659 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 8827 members 
Mstep: Class 22 contains 30120 members 
Mstep: Class 23 contains 10707 members 
Mstep: Class 24 contains 13211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38463772.000000 Penalty: 29521.113281
Iteration 6F: 24 clusters Score -3.846377e+07 nChanged 45441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19171 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 13517 members 
Mstep: Class 8 contains 39106 members 
Mstep: Class 9 contains 10947 members 
Mstep: Class 10 contains 94567 members 
Mstep: Class 11 contains 16701 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 49572 members 
Mstep: Class 15 contains 117885 members 
Mstep: Class 16 contains 6042 members 
Mstep: Class 17 contains 263240 members 
Mstep: Class 18 contains 13702 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 8259 members 
Mstep: Class 22 contains 29810 members 
Mstep: Class 23 contains 7874 members 
Mstep: Class 24 contains 13577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38498912.000000 Penalty: 29521.113281
Iteration 7F: 24 clusters Score -3.849891e+07 nChanged 36130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17603 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 4 contains 5077 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 8 contains 43968 members 
Mstep: Class 9 contains 10813 members 
Mstep: Class 10 contains 93095 members 
Mstep: Class 11 contains 16285 members 
Mstep: Class 12 contains 13795 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 44217 members 
Mstep: Class 15 contains 127161 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 267159 members 
Mstep: Class 18 contains 13988 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 29284 members 
Mstep: Class 23 contains 5676 members 
Mstep: Class 24 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38525136.000000 Penalty: 29521.113281
Iteration 8Q: 24 clusters Score -3.852514e+07 nChanged 29697
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17229 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 8837 members 
Mstep: Class 8 contains 48041 members 
Mstep: Class 9 contains 10563 members 
Mstep: Class 10 contains 90245 members 
Mstep: Class 11 contains 16016 members 
Mstep: Class 12 contains 13064 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 38989 members 
Mstep: Class 15 contains 134798 members 
Mstep: Class 16 contains 2563 members 
Mstep: Class 17 contains 270075 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 9338 members 
Mstep: Class 22 contains 28499 members 
Mstep: Class 23 contains 3958 members 
Mstep: Class 24 contains 13989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38545768.000000 Penalty: 29521.113281
Iteration 9Q: 24 clusters Score -3.854577e+07 nChanged 24999
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17560 members 
Mstep: Class 3 contains 1929 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 7025 members 
Mstep: Class 8 contains 51254 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 86764 members 
Mstep: Class 11 contains 15849 members 
Mstep: Class 12 contains 12442 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 14 contains 34146 members 
Mstep: Class 15 contains 140851 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 272405 members 
Mstep: Class 18 contains 14598 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 2446 members 
Mstep: Class 21 contains 10635 members 
Mstep: Class 22 contains 27570 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 13989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38560768.000000 Penalty: 29521.113281
Iteration 10Q: 24 clusters Score -3.856077e+07 nChanged 20824
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18057 members 
Mstep: Class 3 contains 2246 members 
Mstep: Class 4 contains 3183 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 8 contains 53723 members 
Mstep: Class 9 contains 10032 members 
Mstep: Class 10 contains 83231 members 
Mstep: Class 11 contains 15710 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 30300 members 
Mstep: Class 15 contains 145261 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 274367 members 
Mstep: Class 18 contains 14806 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 11976 members 
Mstep: Class 22 contains 26624 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1130.903931 but Gain 1283.527344
Score: -38572140.000000 Penalty: 28237.585938
Iteration 11Q: 23 clusters Score -3.857214e+07 nChanged 18126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18405 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 4690 members 
Mstep: Class 8 contains 55926 members 
Mstep: Class 9 contains 9883 members 
Mstep: Class 10 contains 79894 members 
Mstep: Class 11 contains 15623 members 
Mstep: Class 12 contains 11658 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 27468 members 
Mstep: Class 15 contains 148951 members 
Mstep: Class 16 contains 2424 members 
Mstep: Class 17 contains 276112 members 
Mstep: Class 18 contains 14953 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 2865 members 
Mstep: Class 21 contains 13209 members 
Mstep: Class 22 contains 25630 members 
Mstep: Class 24 contains 13835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38581276.000000 Penalty: 28237.585938
Iteration 12Q: 23 clusters Score -3.858128e+07 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18577 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 8 contains 57618 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 76675 members 
Mstep: Class 11 contains 15563 members 
Mstep: Class 12 contains 11286 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 25536 members 
Mstep: Class 15 contains 150737 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 17 contains 277824 members 
Mstep: Class 18 contains 15094 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 3054 members 
Mstep: Class 21 contains 14254 members 
Mstep: Class 22 contains 24637 members 
Mstep: Class 24 contains 13715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38586236.000000 Penalty: 28237.585938
Iteration 13Q: 23 clusters Score -3.858624e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18644 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 3614 members 
Mstep: Class 8 contains 59168 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 73680 members 
Mstep: Class 11 contains 15520 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 2354 members 
Mstep: Class 14 contains 24293 members 
Mstep: Class 15 contains 151914 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 279419 members 
Mstep: Class 18 contains 15204 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 3248 members 
Mstep: Class 21 contains 15123 members 
Mstep: Class 22 contains 23662 members 
Mstep: Class 24 contains 13626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38590040.000000 Penalty: 28237.585938
Iteration 14Q: 23 clusters Score -3.859004e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 18683 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 3293 members 
Mstep: Class 8 contains 60577 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 71057 members 
Mstep: Class 11 contains 15488 members 
Mstep: Class 12 contains 10705 members 
Mstep: Class 13 contains 2424 members 
Mstep: Class 14 contains 23556 members 
Mstep: Class 15 contains 152448 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 281005 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 24 contains 13517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38592688.000000 Penalty: 28237.585938
Iteration 15Q: 23 clusters Score -3.859269e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18766 members 
Mstep: Class 3 contains 3534 members 
Mstep: Class 4 contains 2521 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 8 contains 61870 members 
Mstep: Class 9 contains 9587 members 
Mstep: Class 10 contains 68658 members 
Mstep: Class 11 contains 15471 members 
Mstep: Class 12 contains 10474 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 23085 members 
Mstep: Class 15 contains 152613 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 17 contains 282608 members 
Mstep: Class 18 contains 15418 members 
Mstep: Class 19 contains 3633 members 
Mstep: Class 20 contains 3621 members 
Mstep: Class 21 contains 16290 members 
Mstep: Class 22 contains 21818 members 
Mstep: Class 24 contains 13361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38594600.000000 Penalty: 28237.585938
Iteration 16Q: 23 clusters Score -3.85946e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18871 members 
Mstep: Class 3 contains 3692 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 2858 members 
Mstep: Class 8 contains 63048 members 
Mstep: Class 9 contains 9516 members 
Mstep: Class 10 contains 66553 members 
Mstep: Class 11 contains 15465 members 
Mstep: Class 12 contains 10257 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 22755 members 
Mstep: Class 15 contains 152680 members 
Mstep: Class 16 contains 2544 members 
Mstep: Class 17 contains 284013 members 
Mstep: Class 18 contains 15554 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 16699 members 
Mstep: Class 22 contains 20997 members 
Mstep: Class 24 contains 13145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38596100.000000 Penalty: 28237.585938
Iteration 17Q: 23 clusters Score -3.85961e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18993 members 
Mstep: Class 3 contains 3820 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 3924 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 8 contains 64161 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 64643 members 
Mstep: Class 11 contains 15471 members 
Mstep: Class 12 contains 10085 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 22532 members 
Mstep: Class 15 contains 152657 members 
Mstep: Class 16 contains 2437 members 
Mstep: Class 17 contains 285273 members 
Mstep: Class 18 contains 15690 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 3968 members 
Mstep: Class 21 contains 17056 members 
Mstep: Class 22 contains 20249 members 
Mstep: Class 24 contains 12850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38597436.000000 Penalty: 28237.585938
Iteration 18Q: 23 clusters Score -3.859744e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 19123 members 
Mstep: Class 3 contains 3912 members 
Mstep: Class 4 contains 2493 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 8 contains 65204 members 
Mstep: Class 9 contains 9392 members 
Mstep: Class 10 contains 62993 members 
Mstep: Class 11 contains 15479 members 
Mstep: Class 12 contains 9947 members 
Mstep: Class 13 contains 2578 members 
Mstep: Class 14 contains 22327 members 
Mstep: Class 15 contains 152651 members 
Mstep: Class 16 contains 2334 members 
Mstep: Class 17 contains 286376 members 
Mstep: Class 18 contains 15846 members 
Mstep: Class 19 contains 4250 members 
Mstep: Class 20 contains 4107 members 
Mstep: Class 21 contains 17365 members 
Mstep: Class 22 contains 19490 members 
Mstep: Class 24 contains 12528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38599040.000000 Penalty: 28237.585938
Iteration 19Q: 23 clusters Score -3.859904e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 19227 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 8 contains 66186 members 
Mstep: Class 9 contains 9357 members 
Mstep: Class 10 contains 61490 members 
Mstep: Class 11 contains 15487 members 
Mstep: Class 12 contains 9841 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 22147 members 
Mstep: Class 15 contains 152597 members 
Mstep: Class 16 contains 2245 members 
Mstep: Class 17 contains 287433 members 
Mstep: Class 18 contains 16010 members 
Mstep: Class 19 contains 4418 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 17655 members 
Mstep: Class 22 contains 18770 members 
Mstep: Class 24 contains 12202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38600612.000000 Penalty: 28237.585938
Iteration 20F: 23 clusters Score -3.860061e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 19350 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 2594 members 
Mstep: Class 5 contains 3925 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 8 contains 67081 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 10 contains 60080 members 
Mstep: Class 11 contains 15492 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 21981 members 
Mstep: Class 15 contains 152508 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 288336 members 
Mstep: Class 18 contains 16142 members 
Mstep: Class 19 contains 4773 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 21 contains 17968 members 
Mstep: Class 22 contains 18094 members 
Mstep: Class 24 contains 11834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38602112.000000 Penalty: 28237.585938
Iteration 21Q: 23 clusters Score -3.860211e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 19510 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 8 contains 67885 members 
Mstep: Class 9 contains 9201 members 
Mstep: Class 10 contains 58791 members 
Mstep: Class 11 contains 15487 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 2719 members 
Mstep: Class 14 contains 21820 members 
Mstep: Class 15 contains 152430 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 289185 members 
Mstep: Class 18 contains 16316 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 4420 members 
Mstep: Class 21 contains 18225 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 24 contains 11499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38603204.000000 Penalty: 28237.585938
Iteration 22Q: 23 clusters Score -3.86032e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 19678 members 
Mstep: Class 3 contains 4112 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 8 contains 68569 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 57609 members 
Mstep: Class 11 contains 15499 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 21669 members 
Mstep: Class 15 contains 152283 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 289988 members 
Mstep: Class 18 contains 16462 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 4500 members 
Mstep: Class 21 contains 18463 members 
Mstep: Class 22 contains 16915 members 
Mstep: Class 24 contains 11170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38604256.000000 Penalty: 28237.585938
Iteration 23Q: 23 clusters Score -3.860426e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 19835 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 1963 members 
Mstep: Class 8 contains 69212 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 56551 members 
Mstep: Class 11 contains 15512 members 
Mstep: Class 12 contains 8557 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 21535 members 
Mstep: Class 15 contains 152077 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 17 contains 290673 members 
Mstep: Class 18 contains 16610 members 
Mstep: Class 19 contains 6183 members 
Mstep: Class 20 contains 4562 members 
Mstep: Class 21 contains 18657 members 
Mstep: Class 22 contains 16397 members 
Mstep: Class 24 contains 10846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38605156.000000 Penalty: 28237.585938
Iteration 24Q: 23 clusters Score -3.860516e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 19982 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 2878 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 8 contains 69761 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 55600 members 
Mstep: Class 11 contains 15535 members 
Mstep: Class 12 contains 8242 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 21407 members 
Mstep: Class 15 contains 151889 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 291261 members 
Mstep: Class 18 contains 16781 members 
Mstep: Class 19 contains 6709 members 
Mstep: Class 20 contains 4609 members 
Mstep: Class 21 contains 18829 members 
Mstep: Class 22 contains 15914 members 
Mstep: Class 24 contains 10563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38605920.000000 Penalty: 28237.585938
Iteration 25Q: 23 clusters Score -3.860592e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 2950 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 1845 members 
Mstep: Class 8 contains 70269 members 
Mstep: Class 9 contains 9008 members 
Mstep: Class 10 contains 54757 members 
Mstep: Class 11 contains 15539 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 21267 members 
Mstep: Class 15 contains 151647 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 17 contains 291781 members 
Mstep: Class 18 contains 16900 members 
Mstep: Class 19 contains 7266 members 
Mstep: Class 20 contains 4653 members 
Mstep: Class 21 contains 18976 members 
Mstep: Class 22 contains 15479 members 
Mstep: Class 24 contains 10308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38606628.000000 Penalty: 28237.585938
Iteration 26Q: 23 clusters Score -3.860663e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 20330 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 3923 members 
Mstep: Class 6 contains 1796 members 
Mstep: Class 8 contains 70736 members 
Mstep: Class 9 contains 8992 members 
Mstep: Class 10 contains 53943 members 
Mstep: Class 11 contains 15571 members 
Mstep: Class 12 contains 7656 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 21118 members 
Mstep: Class 15 contains 151361 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 292244 members 
Mstep: Class 18 contains 17042 members 
Mstep: Class 19 contains 7798 members 
Mstep: Class 20 contains 4690 members 
Mstep: Class 21 contains 19111 members 
Mstep: Class 22 contains 15065 members 
Mstep: Class 24 contains 10119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38607192.000000 Penalty: 28237.585938
Iteration 27Q: 23 clusters Score -3.860719e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20519 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 3113 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 8 contains 71162 members 
Mstep: Class 9 contains 8979 members 
Mstep: Class 10 contains 53228 members 
Mstep: Class 11 contains 15575 members 
Mstep: Class 12 contains 7432 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 151058 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 292674 members 
Mstep: Class 18 contains 17181 members 
Mstep: Class 19 contains 8281 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 19230 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 24 contains 9976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38607604.000000 Penalty: 28237.585938
Iteration 28Q: 23 clusters Score -3.86076e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 20711 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 8 contains 71545 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 52584 members 
Mstep: Class 11 contains 15576 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 20797 members 
Mstep: Class 15 contains 150829 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 293036 members 
Mstep: Class 18 contains 17338 members 
Mstep: Class 19 contains 8696 members 
Mstep: Class 20 contains 4732 members 
Mstep: Class 21 contains 19325 members 
Mstep: Class 22 contains 14307 members 
Mstep: Class 24 contains 9846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38607904.000000 Penalty: 28237.585938
Iteration 29Q: 23 clusters Score -3.86079e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 20879 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 71879 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 51993 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 20667 members 
Mstep: Class 15 contains 150594 members 
Mstep: Class 16 contains 2001 members 
Mstep: Class 17 contains 293382 members 
Mstep: Class 18 contains 17477 members 
Mstep: Class 19 contains 9084 members 
Mstep: Class 20 contains 4749 members 
Mstep: Class 21 contains 19401 members 
Mstep: Class 22 contains 13957 members 
Mstep: Class 24 contains 9749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608248.000000 Penalty: 28237.585938
Iteration 30Q: 23 clusters Score -3.860825e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 21066 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 8 contains 72206 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 51445 members 
Mstep: Class 11 contains 15601 members 
Mstep: Class 12 contains 6869 members 
Mstep: Class 13 contains 2965 members 
Mstep: Class 14 contains 20514 members 
Mstep: Class 15 contains 150374 members 
Mstep: Class 16 contains 1992 members 
Mstep: Class 17 contains 293686 members 
Mstep: Class 18 contains 17595 members 
Mstep: Class 19 contains 9383 members 
Mstep: Class 20 contains 4767 members 
Mstep: Class 21 contains 19470 members 
Mstep: Class 22 contains 13635 members 
Mstep: Class 24 contains 9665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608412.000000 Penalty: 28237.585938
Iteration 31Q: 23 clusters Score -3.860841e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 21256 members 
Mstep: Class 3 contains 4196 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 8 contains 72495 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 50956 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 2985 members 
Mstep: Class 14 contains 20383 members 
Mstep: Class 15 contains 150161 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 17 contains 293956 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 9654 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 19523 members 
Mstep: Class 22 contains 13336 members 
Mstep: Class 24 contains 9594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38608716.000000 Penalty: 28237.585938
Iteration 32Q: 23 clusters Score -3.860872e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 21424 members 
Mstep: Class 3 contains 4205 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 8 contains 72741 members 
Mstep: Class 9 contains 8919 members 
Mstep: Class 10 contains 50497 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 20264 members 
Mstep: Class 15 contains 149959 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 17 contains 294223 members 
Mstep: Class 18 contains 17797 members 
Mstep: Class 19 contains 9881 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 19581 members 
Mstep: Class 22 contains 13082 members 
Mstep: Class 24 contains 9546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609128.000000 Penalty: 28237.585938
Iteration 33Q: 23 clusters Score -3.860913e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 21599 members 
Mstep: Class 3 contains 4206 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 4463 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 8 contains 72994 members 
Mstep: Class 9 contains 8889 members 
Mstep: Class 10 contains 50062 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 6360 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 14 contains 20140 members 
Mstep: Class 15 contains 149759 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 294493 members 
Mstep: Class 18 contains 17920 members 
Mstep: Class 19 contains 10091 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 19630 members 
Mstep: Class 22 contains 12818 members 
Mstep: Class 24 contains 9505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609452.000000 Penalty: 28237.585938
Iteration 34Q: 23 clusters Score -3.860945e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 21784 members 
Mstep: Class 3 contains 4201 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 8 contains 73245 members 
Mstep: Class 9 contains 8858 members 
Mstep: Class 10 contains 49624 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 20018 members 
Mstep: Class 15 contains 149571 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 294759 members 
Mstep: Class 18 contains 18017 members 
Mstep: Class 19 contains 10266 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 19675 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 24 contains 9480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609616.000000 Penalty: 28237.585938
Iteration 35Q: 23 clusters Score -3.860962e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 21970 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 8 contains 73475 members 
Mstep: Class 9 contains 8834 members 
Mstep: Class 10 contains 49240 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 6075 members 
Mstep: Class 13 contains 3008 members 
Mstep: Class 14 contains 19896 members 
Mstep: Class 15 contains 149386 members 
Mstep: Class 16 contains 1900 members 
Mstep: Class 17 contains 295000 members 
Mstep: Class 18 contains 18133 members 
Mstep: Class 19 contains 10426 members 
Mstep: Class 20 contains 4880 members 
Mstep: Class 21 contains 19721 members 
Mstep: Class 22 contains 12323 members 
Mstep: Class 24 contains 9455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609900.000000 Penalty: 28237.585938
Iteration 36Q: 23 clusters Score -3.86099e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 22143 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 8 contains 73703 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 48859 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 5926 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 14 contains 19780 members 
Mstep: Class 15 contains 149193 members 
Mstep: Class 16 contains 1881 members 
Mstep: Class 17 contains 295260 members 
Mstep: Class 18 contains 18241 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 4898 members 
Mstep: Class 21 contains 19776 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 24 contains 9429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38609972.000000 Penalty: 28237.585938
Iteration 37Q: 23 clusters Score -3.860997e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 22316 members 
Mstep: Class 3 contains 4188 members 
Mstep: Class 4 contains 3725 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 8 contains 73933 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 48471 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 5784 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 14 contains 19655 members 
Mstep: Class 15 contains 149021 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 295522 members 
Mstep: Class 18 contains 18351 members 
Mstep: Class 19 contains 10737 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 19840 members 
Mstep: Class 22 contains 11810 members 
Mstep: Class 24 contains 9397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38610220.000000 Penalty: 28237.585938
Iteration 38Q: 23 clusters Score -3.861022e+07 nChanged 1656
Entering ConstructFrom: 
Score: -38610220.000000 Penalty: 28237.585938
Entering ConstructFrom: 
Trying to split cluster 1 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -209938.875000 Penalty: 784.623901
	Iteration 0F: 2 clusters Score -209938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -207054.750000 Penalty: 1569.247803
	Iteration 0F: 3 clusters Score -207054.8 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -207960.890625 Penalty: 1569.247803
	Iteration 1F: 3 clusters Score -207960.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -208135.984375 Penalty: 1569.247803
	Iteration 2F: 3 clusters Score -208136 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -208300.187500 Penalty: 1569.247803
	Iteration 3F: 3 clusters Score -208300.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -208461.078125 Penalty: 1569.247803
	Iteration 4F: 3 clusters Score -208461.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -208589.703125 Penalty: 1569.247803
	Iteration 5F: 3 clusters Score -208589.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -208737.546875 Penalty: 1569.247803
	Iteration 6F: 3 clusters Score -208737.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -208863.828125 Penalty: 1569.247803
	Iteration 7Q: 3 clusters Score -208863.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -208957.375000 Penalty: 1569.247803
	Iteration 8Q: 3 clusters Score -208957.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -209049.828125 Penalty: 1569.247803
	Iteration 9Q: 3 clusters Score -209049.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -209115.031250 Penalty: 1569.247803
	Iteration 10Q: 3 clusters Score -209115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -209180.296875 Penalty: 1569.247803
	Iteration 11Q: 3 clusters Score -209180.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -209228.578125 Penalty: 1569.247803
	Iteration 12Q: 3 clusters Score -209228.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -209265.109375 Penalty: 1569.247803
	Iteration 13Q: 3 clusters Score -209265.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -209287.500000 Penalty: 1569.247803
	Iteration 14Q: 3 clusters Score -209287.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -209310.281250 Penalty: 1569.247803
	Iteration 15Q: 3 clusters Score -209310.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -209329.640625 Penalty: 1569.247803
	Iteration 16Q: 3 clusters Score -209329.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -209347.640625 Penalty: 1569.247803
	Iteration 17Q: 3 clusters Score -209347.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -209365.671875 Penalty: 1569.247803
	Iteration 18Q: 3 clusters Score -209365.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -209376.843750 Penalty: 1569.247803
	Iteration 19Q: 3 clusters Score -209376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -209384.203125 Penalty: 1569.247803
	Iteration 20F: 3 clusters Score -209384.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -209391.765625 Penalty: 1569.247803
	Iteration 21Q: 3 clusters Score -209391.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -209400.640625 Penalty: 1569.247803
	Iteration 22Q: 3 clusters Score -209400.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -209405.640625 Penalty: 1569.247803
	Iteration 23Q: 3 clusters Score -209405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -209407.703125 Penalty: 1569.247803
	Iteration 24Q: 3 clusters Score -209407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -209410.703125 Penalty: 1569.247803
	Iteration 25Q: 3 clusters Score -209410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -209412.796875 Penalty: 1569.247803
	Iteration 26Q: 3 clusters Score -209412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -209415.421875 Penalty: 1569.247803
	Iteration 27Q: 3 clusters Score -209415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -209417.453125 Penalty: 1569.247803
	Iteration 28Q: 3 clusters Score -209417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -209419.171875 Penalty: 1569.247803
	Iteration 29Q: 3 clusters Score -209419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -209420.500000 Penalty: 1569.247803
	Iteration 30Q: 3 clusters Score -209420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -209421.234375 Penalty: 1569.247803
	Iteration 31Q: 3 clusters Score -209421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -209421.062500 Penalty: 1569.247803
	Iteration 32Q: 3 clusters Score -209421.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -209421.062500 Penalty: 1569.247803
	Iteration 33F: 3 clusters Score -209421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Entering Unmasked Estep 
Score: -1329594.750000 Penalty: 951.893982
	Iteration 0F: 2 clusters Score -1329595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1314543.375000 Penalty: 1903.787964
	Iteration 0F: 3 clusters Score -1314543 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1320435.625000 Penalty: 1903.787964
	Iteration 1F: 3 clusters Score -1320436 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1320805.875000 Penalty: 1903.787964
	Iteration 2Q: 3 clusters Score -1320806 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1321319.375000 Penalty: 1903.787964
	Iteration 3Q: 3 clusters Score -1321319 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1322122.375000 Penalty: 1903.787964
	Iteration 4F: 3 clusters Score -1322122 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1323350.250000 Penalty: 1903.787964
	Iteration 5F: 3 clusters Score -1323350 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1324941.625000 Penalty: 1903.787964
	Iteration 6F: 3 clusters Score -1324942 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1326565.500000 Penalty: 1903.787964
	Iteration 7F: 3 clusters Score -1326566 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -1327741.125000 Penalty: 1903.787964
	Iteration 8F: 3 clusters Score -1327741 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -1328340.500000 Penalty: 1903.787964
	Iteration 9Q: 3 clusters Score -1328340 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -1328558.125000 Penalty: 1903.787964
	Iteration 10Q: 3 clusters Score -1328558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -1328653.250000 Penalty: 1903.787964
	Iteration 11Q: 3 clusters Score -1328653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -1328691.125000 Penalty: 1903.787964
	Iteration 12Q: 3 clusters Score -1328691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -1328728.250000 Penalty: 1903.787964
	Iteration 13Q: 3 clusters Score -1328728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -1328741.750000 Penalty: 1903.787964
	Iteration 14Q: 3 clusters Score -1328742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -1328745.375000 Penalty: 1903.787964
	Iteration 15Q: 3 clusters Score -1328745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -1328749.750000 Penalty: 1903.787964
	Iteration 16Q: 3 clusters Score -1328750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -1328749.750000 Penalty: 1903.787964
	Iteration 17F: 3 clusters Score -1328750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -204703.859375 Penalty: 792.048157
	Iteration 0F: 2 clusters Score -204703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -201628.734375 Penalty: 1584.096313
	Iteration 0F: 3 clusters Score -201628.7 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -202875.390625 Penalty: 1584.096313
	Iteration 1F: 3 clusters Score -202875.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -203296.781250 Penalty: 1584.096313
	Iteration 2F: 3 clusters Score -203296.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -203660.000000 Penalty: 1584.096313
	Iteration 3F: 3 clusters Score -203660 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -203896.375000 Penalty: 1584.096313
	Iteration 4F: 3 clusters Score -203896.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -204020.937500 Penalty: 1584.096313
	Iteration 5Q: 3 clusters Score -204020.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -204094.312500 Penalty: 1584.096313
	Iteration 6Q: 3 clusters Score -204094.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -204130.484375 Penalty: 1584.096313
	Iteration 7Q: 3 clusters Score -204130.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -204151.421875 Penalty: 1584.096313
	Iteration 8Q: 3 clusters Score -204151.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -204161.875000 Penalty: 1584.096313
	Iteration 9Q: 3 clusters Score -204161.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -204170.625000 Penalty: 1584.096313
	Iteration 10Q: 3 clusters Score -204170.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -204174.843750 Penalty: 1584.096313
	Iteration 11Q: 3 clusters Score -204174.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -204177.718750 Penalty: 1584.096313
	Iteration 12Q: 3 clusters Score -204177.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -204180.625000 Penalty: 1584.096313
	Iteration 13Q: 3 clusters Score -204180.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -204184.421875 Penalty: 1584.096313
	Iteration 14Q: 3 clusters Score -204184.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -204187.437500 Penalty: 1584.096313
	Iteration 15Q: 3 clusters Score -204187.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -204194.171875 Penalty: 1584.096313
	Iteration 16Q: 3 clusters Score -204194.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -204198.000000 Penalty: 1584.096313
	Iteration 17Q: 3 clusters Score -204198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -204201.656250 Penalty: 1584.096313
	Iteration 18Q: 3 clusters Score -204201.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -204204.593750 Penalty: 1584.096313
	Iteration 19Q: 3 clusters Score -204204.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -204209.171875 Penalty: 1584.096313
	Iteration 20F: 3 clusters Score -204209.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -204215.140625 Penalty: 1584.096313
	Iteration 21Q: 3 clusters Score -204215.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -204220.921875 Penalty: 1584.096313
	Iteration 22Q: 3 clusters Score -204220.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -204225.890625 Penalty: 1584.096313
	Iteration 23Q: 3 clusters Score -204225.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -204231.703125 Penalty: 1584.096313
	Iteration 24Q: 3 clusters Score -204231.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -204237.125000 Penalty: 1584.096313
	Iteration 25Q: 3 clusters Score -204237.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -204241.781250 Penalty: 1584.096313
	Iteration 26Q: 3 clusters Score -204241.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -204246.765625 Penalty: 1584.096313
	Iteration 27Q: 3 clusters Score -204246.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -204251.140625 Penalty: 1584.096313
	Iteration 28Q: 3 clusters Score -204251.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -204253.640625 Penalty: 1584.096313
	Iteration 29Q: 3 clusters Score -204253.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -204255.875000 Penalty: 1584.096313
	Iteration 30Q: 3 clusters Score -204255.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -204257.531250 Penalty: 1584.096313
	Iteration 31Q: 3 clusters Score -204257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -204258.171875 Penalty: 1584.096313
	Iteration 32Q: 3 clusters Score -204258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -204258.984375 Penalty: 1584.096313
	Iteration 33Q: 3 clusters Score -204259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -204259.562500 Penalty: 1584.096313
	Iteration 34Q: 3 clusters Score -204259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -204259.937500 Penalty: 1584.096313
	Iteration 35Q: 3 clusters Score -204259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -204259.343750 Penalty: 1584.096313
	Iteration 36Q: 3 clusters Score -204259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -204259.828125 Penalty: 1584.096313
	Iteration 37Q: 3 clusters Score -204259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -204259.953125 Penalty: 1584.096313
	Iteration 38Q: 3 clusters Score -204260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -204260.859375 Penalty: 1584.096313
	Iteration 39Q: 3 clusters Score -204260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -204261.343750 Penalty: 1584.096313
	Iteration 40F: 3 clusters Score -204261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -204261.375000 Penalty: 1584.096313
	Iteration 41Q: 3 clusters Score -204261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -204261.375000 Penalty: 1584.096313
	Iteration 42F: 3 clusters Score -204261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -186427.765625 Penalty: 781.980713
	Iteration 0F: 2 clusters Score -186427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -183624.187500 Penalty: 1563.961426
	Iteration 0F: 3 clusters Score -183624.2 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -184497.203125 Penalty: 1563.961426
	Iteration 1F: 3 clusters Score -184497.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -184646.171875 Penalty: 1563.961426
	Iteration 2F: 3 clusters Score -184646.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -184797.406250 Penalty: 1563.961426
	Iteration 3F: 3 clusters Score -184797.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -184936.015625 Penalty: 1563.961426
	Iteration 4F: 3 clusters Score -184936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -185052.125000 Penalty: 1563.961426
	Iteration 5F: 3 clusters Score -185052.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -185163.250000 Penalty: 1563.961426
	Iteration 6Q: 3 clusters Score -185163.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -185274.234375 Penalty: 1563.961426
	Iteration 7Q: 3 clusters Score -185274.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -185352.281250 Penalty: 1563.961426
	Iteration 8Q: 3 clusters Score -185352.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -185420.781250 Penalty: 1563.961426
	Iteration 9Q: 3 clusters Score -185420.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -185478.031250 Penalty: 1563.961426
	Iteration 10Q: 3 clusters Score -185478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -185535.328125 Penalty: 1563.961426
	Iteration 11Q: 3 clusters Score -185535.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -185596.703125 Penalty: 1563.961426
	Iteration 12Q: 3 clusters Score -185596.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185647.109375 Penalty: 1563.961426
	Iteration 13Q: 3 clusters Score -185647.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -185692.156250 Penalty: 1563.961426
	Iteration 14Q: 3 clusters Score -185692.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -185725.218750 Penalty: 1563.961426
	Iteration 15Q: 3 clusters Score -185725.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -185765.796875 Penalty: 1563.961426
	Iteration 16Q: 3 clusters Score -185765.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185821.109375 Penalty: 1563.961426
	Iteration 17Q: 3 clusters Score -185821.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -185876.656250 Penalty: 1563.961426
	Iteration 18Q: 3 clusters Score -185876.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -185917.078125 Penalty: 1563.961426
	Iteration 19Q: 3 clusters Score -185917.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -185953.984375 Penalty: 1563.961426
	Iteration 20F: 3 clusters Score -185954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -185988.093750 Penalty: 1563.961426
	Iteration 21Q: 3 clusters Score -185988.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -186007.187500 Penalty: 1563.961426
	Iteration 22Q: 3 clusters Score -186007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -186014.281250 Penalty: 1563.961426
	Iteration 23Q: 3 clusters Score -186014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -186017.187500 Penalty: 1563.961426
	Iteration 24Q: 3 clusters Score -186017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -186019.875000 Penalty: 1563.961426
	Iteration 25Q: 3 clusters Score -186019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -186021.390625 Penalty: 1563.961426
	Iteration 26Q: 3 clusters Score -186021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -186024.109375 Penalty: 1563.961426
	Iteration 27Q: 3 clusters Score -186024.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -186026.828125 Penalty: 1563.961426
	Iteration 28Q: 3 clusters Score -186026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -186028.781250 Penalty: 1563.961426
	Iteration 29Q: 3 clusters Score -186028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -186031.203125 Penalty: 1563.961426
	Iteration 30Q: 3 clusters Score -186031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -186032.421875 Penalty: 1563.961426
	Iteration 31Q: 3 clusters Score -186032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -186033.421875 Penalty: 1563.961426
	Iteration 32Q: 3 clusters Score -186033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -186034.015625 Penalty: 1563.961426
	Iteration 33Q: 3 clusters Score -186034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -186034.328125 Penalty: 1563.961426
	Iteration 34Q: 3 clusters Score -186034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -186034.328125 Penalty: 1563.961426
	Iteration 35F: 3 clusters Score -186034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -238807.625000 Penalty: 812.786194
	Iteration 0F: 2 clusters Score -238807.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -235161.515625 Penalty: 1625.572388
	Iteration 0F: 3 clusters Score -235161.5 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -236645.578125 Penalty: 1625.572388
	Iteration 1F: 3 clusters Score -236645.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -237080.562500 Penalty: 1625.572388
	Iteration 2F: 3 clusters Score -237080.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -237499.625000 Penalty: 1625.572388
	Iteration 3F: 3 clusters Score -237499.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -237853.640625 Penalty: 1625.572388
	Iteration 4F: 3 clusters Score -237853.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -238099.906250 Penalty: 1625.572388
	Iteration 5F: 3 clusters Score -238099.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -238302.468750 Penalty: 1625.572388
	Iteration 6F: 3 clusters Score -238302.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -238447.796875 Penalty: 1625.572388
	Iteration 7Q: 3 clusters Score -238447.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -238571.671875 Penalty: 1625.572388
	Iteration 8Q: 3 clusters Score -238571.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -238669.625000 Penalty: 1625.572388
	Iteration 9Q: 3 clusters Score -238669.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -238741.656250 Penalty: 1625.572388
	Iteration 10Q: 3 clusters Score -238741.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -238787.625000 Penalty: 1625.572388
	Iteration 11Q: 3 clusters Score -238787.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -238818.906250 Penalty: 1625.572388
	Iteration 12Q: 3 clusters Score -238818.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -238848.843750 Penalty: 1625.572388
	Iteration 13Q: 3 clusters Score -238848.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -238875.671875 Penalty: 1625.572388
	Iteration 14Q: 3 clusters Score -238875.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -238894.281250 Penalty: 1625.572388
	Iteration 15Q: 3 clusters Score -238894.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -238910.937500 Penalty: 1625.572388
	Iteration 16Q: 3 clusters Score -238910.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -238924.468750 Penalty: 1625.572388
	Iteration 17Q: 3 clusters Score -238924.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -238930.796875 Penalty: 1625.572388
	Iteration 18Q: 3 clusters Score -238930.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -238935.109375 Penalty: 1625.572388
	Iteration 19Q: 3 clusters Score -238935.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -238942.328125 Penalty: 1625.572388
	Iteration 20F: 3 clusters Score -238942.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -238946.468750 Penalty: 1625.572388
	Iteration 21Q: 3 clusters Score -238946.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -238948.296875 Penalty: 1625.572388
	Iteration 22Q: 3 clusters Score -238948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -238949.437500 Penalty: 1625.572388
	Iteration 23Q: 3 clusters Score -238949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -238950.234375 Penalty: 1625.572388
	Iteration 24Q: 3 clusters Score -238950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -238952.734375 Penalty: 1625.572388
	Iteration 25Q: 3 clusters Score -238952.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -238954.140625 Penalty: 1625.572388
	Iteration 26Q: 3 clusters Score -238954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -238955.421875 Penalty: 1625.572388
	Iteration 27Q: 3 clusters Score -238955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -238957.203125 Penalty: 1625.572388
	Iteration 28Q: 3 clusters Score -238957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -238959.312500 Penalty: 1625.572388
	Iteration 29Q: 3 clusters Score -238959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -238960.093750 Penalty: 1625.572388
	Iteration 30Q: 3 clusters Score -238960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -238961.046875 Penalty: 1625.572388
	Iteration 31Q: 3 clusters Score -238961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -238961.546875 Penalty: 1625.572388
	Iteration 32Q: 3 clusters Score -238961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -238962.093750 Penalty: 1625.572388
	Iteration 33Q: 3 clusters Score -238962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -238962.265625 Penalty: 1625.572388
	Iteration 34Q: 3 clusters Score -238962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -238963.343750 Penalty: 1625.572388
	Iteration 35Q: 3 clusters Score -238963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -238963.015625 Penalty: 1625.572388
	Iteration 36Q: 3 clusters Score -238963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -238963.015625 Penalty: 1625.572388
	Iteration 37F: 3 clusters Score -238963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 22470 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 3757 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 74143 members 
Mstep: Class 9 contains 8710 members 
Mstep: Class 10 contains 48083 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 5672 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 19537 members 
Mstep: Class 15 contains 148834 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 295819 members 
Mstep: Class 18 contains 18482 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 4951 members 
Mstep: Class 21 contains 19887 members 
Mstep: Class 22 contains 11554 members 
Mstep: Class 24 contains 9372 members 
Entering Unmasked Estep 
Score: -38609860.000000 Penalty: 29521.113281
Splitting cluster 5 changes total score from -38610220.000000 to -38609860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -91112.546875 Penalty: 696.450745
	Iteration 0F: 2 clusters Score -91112.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -89751.914062 Penalty: 1392.901489
	Iteration 0F: 3 clusters Score -89751.91 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -90116.921875 Penalty: 1392.901489
	Iteration 1F: 3 clusters Score -90116.92 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -90232.148438 Penalty: 1392.901489
	Iteration 2F: 3 clusters Score -90232.15 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -90324.710938 Penalty: 1392.901489
	Iteration 3F: 3 clusters Score -90324.71 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -90405.031250 Penalty: 1392.901489
	Iteration 4F: 3 clusters Score -90405.03 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -90449.796875 Penalty: 1392.901489
	Iteration 5Q: 3 clusters Score -90449.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -90478.875000 Penalty: 1392.901489
	Iteration 6Q: 3 clusters Score -90478.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -90509.515625 Penalty: 1392.901489
	Iteration 7Q: 3 clusters Score -90509.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -90528.085938 Penalty: 1392.901489
	Iteration 8Q: 3 clusters Score -90528.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -90551.812500 Penalty: 1392.901489
	Iteration 9Q: 3 clusters Score -90551.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -90580.195312 Penalty: 1392.901489
	Iteration 10Q: 3 clusters Score -90580.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -90598.898438 Penalty: 1392.901489
	Iteration 11Q: 3 clusters Score -90598.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -90610.875000 Penalty: 1392.901489
	Iteration 12Q: 3 clusters Score -90610.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -90622.781250 Penalty: 1392.901489
	Iteration 13Q: 3 clusters Score -90622.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -90636.859375 Penalty: 1392.901489
	Iteration 14Q: 3 clusters Score -90636.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -90653.640625 Penalty: 1392.901489
	Iteration 15Q: 3 clusters Score -90653.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -90666.781250 Penalty: 1392.901489
	Iteration 16Q: 3 clusters Score -90666.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -90682.507812 Penalty: 1392.901489
	Iteration 17Q: 3 clusters Score -90682.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -90699.203125 Penalty: 1392.901489
	Iteration 18Q: 3 clusters Score -90699.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -90707.125000 Penalty: 1392.901489
	Iteration 19Q: 3 clusters Score -90707.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -90709.859375 Penalty: 1392.901489
	Iteration 20F: 3 clusters Score -90709.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -90713.757812 Penalty: 1392.901489
	Iteration 21Q: 3 clusters Score -90713.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -90717.312500 Penalty: 1392.901489
	Iteration 22Q: 3 clusters Score -90717.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -90722.140625 Penalty: 1392.901489
	Iteration 23Q: 3 clusters Score -90722.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -90724.195312 Penalty: 1392.901489
	Iteration 24Q: 3 clusters Score -90724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -90725.781250 Penalty: 1392.901489
	Iteration 25Q: 3 clusters Score -90725.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -90727.593750 Penalty: 1392.901489
	Iteration 26Q: 3 clusters Score -90727.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -90728.804688 Penalty: 1392.901489
	Iteration 27Q: 3 clusters Score -90728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -90728.804688 Penalty: 1392.901489
	Iteration 28F: 3 clusters Score -90728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Entering Unmasked Estep 
Score: -4017943.250000 Penalty: 1065.306274
	Iteration 0F: 2 clusters Score -4017943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -3968418.500000 Penalty: 2130.612549
	Iteration 0F: 3 clusters Score -3968418 nChanged 35601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -3989607.500000 Penalty: 2130.612549
	Iteration 1F: 3 clusters Score -3989608 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -3990535.750000 Penalty: 2130.612549
	Iteration 2Q: 3 clusters Score -3990536 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -3991821.500000 Penalty: 2130.612549
	Iteration 3Q: 3 clusters Score -3991822 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3993782.750000 Penalty: 2130.612549
	Iteration 4Q: 3 clusters Score -3993783 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3996637.000000 Penalty: 2130.612549
	Iteration 5F: 3 clusters Score -3996637 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4000358.750000 Penalty: 2130.612549
	Iteration 6F: 3 clusters Score -4000359 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4004457.000000 Penalty: 2130.612549
	Iteration 7F: 3 clusters Score -4004457 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4008163.000000 Penalty: 2130.612549
	Iteration 8F: 3 clusters Score -4008163 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4011120.250000 Penalty: 2130.612549
	Iteration 9Q: 3 clusters Score -4011120 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4013224.000000 Penalty: 2130.612549
	Iteration 10Q: 3 clusters Score -4013224 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4014684.000000 Penalty: 2130.612549
	Iteration 11Q: 3 clusters Score -4014684 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4015558.000000 Penalty: 2130.612549
	Iteration 12Q: 3 clusters Score -4015558 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4016136.000000 Penalty: 2130.612549
	Iteration 13Q: 3 clusters Score -4016136 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4016495.000000 Penalty: 2130.612549
	Iteration 14Q: 3 clusters Score -4016495 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4016734.500000 Penalty: 2130.612549
	Iteration 15Q: 3 clusters Score -4016734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4016841.500000 Penalty: 2130.612549
	Iteration 16Q: 3 clusters Score -4016842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4016932.000000 Penalty: 2130.612549
	Iteration 17Q: 3 clusters Score -4016932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4016985.000000 Penalty: 2130.612549
	Iteration 18Q: 3 clusters Score -4016985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4017012.250000 Penalty: 2130.612549
	Iteration 19Q: 3 clusters Score -4017012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4017031.000000 Penalty: 2130.612549
	Iteration 20F: 3 clusters Score -4017031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4017049.750000 Penalty: 2130.612549
	Iteration 21Q: 3 clusters Score -4017050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4017066.750000 Penalty: 2130.612549
	Iteration 22Q: 3 clusters Score -4017067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4017081.750000 Penalty: 2130.612549
	Iteration 23Q: 3 clusters Score -4017082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4017096.000000 Penalty: 2130.612549
	Iteration 24Q: 3 clusters Score -4017096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4017092.750000 Penalty: 2130.612549
	Iteration 25Q: 3 clusters Score -4017093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4017102.250000 Penalty: 2130.612549
	Iteration 26Q: 3 clusters Score -4017102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4017108.000000 Penalty: 2130.612549
	Iteration 27Q: 3 clusters Score -4017108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4017110.500000 Penalty: 2130.612549
	Iteration 28Q: 3 clusters Score -4017110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4017113.750000 Penalty: 2130.612549
	Iteration 29Q: 3 clusters Score -4017114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4017116.500000 Penalty: 2130.612549
	Iteration 30Q: 3 clusters Score -4017116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4017113.000000 Penalty: 2130.612549
	Iteration 31Q: 3 clusters Score -4017113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4017118.500000 Penalty: 2130.612549
	Iteration 32Q: 3 clusters Score -4017118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4017117.500000 Penalty: 2130.612549
	Iteration 33Q: 3 clusters Score -4017118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4017120.750000 Penalty: 2130.612549
	Iteration 34Q: 3 clusters Score -4017121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4017120.750000 Penalty: 2130.612549
	Iteration 35F: 3 clusters Score -4017121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Entering Unmasked Estep 
Score: -386760.312500 Penalty: 861.861633
	Iteration 0F: 2 clusters Score -386760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -380727.812500 Penalty: 1723.723267
	Iteration 0F: 3 clusters Score -380727.8 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -383197.218750 Penalty: 1723.723267
	Iteration 1F: 3 clusters Score -383197.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -383607.500000 Penalty: 1723.723267
	Iteration 2F: 3 clusters Score -383607.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -383934.906250 Penalty: 1723.723267
	Iteration 3F: 3 clusters Score -383934.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -384201.562500 Penalty: 1723.723267
	Iteration 4F: 3 clusters Score -384201.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -384448.718750 Penalty: 1723.723267
	Iteration 5F: 3 clusters Score -384448.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -384728.218750 Penalty: 1723.723267
	Iteration 6Q: 3 clusters Score -384728.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -385012.343750 Penalty: 1723.723267
	Iteration 7Q: 3 clusters Score -385012.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -385307.531250 Penalty: 1723.723267
	Iteration 8Q: 3 clusters Score -385307.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -385571.656250 Penalty: 1723.723267
	Iteration 9Q: 3 clusters Score -385571.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -385841.531250 Penalty: 1723.723267
	Iteration 10Q: 3 clusters Score -385841.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -386083.531250 Penalty: 1723.723267
	Iteration 11Q: 3 clusters Score -386083.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -386284.562500 Penalty: 1723.723267
	Iteration 12Q: 3 clusters Score -386284.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -386441.750000 Penalty: 1723.723267
	Iteration 13Q: 3 clusters Score -386441.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -386552.375000 Penalty: 1723.723267
	Iteration 14Q: 3 clusters Score -386552.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -386629.437500 Penalty: 1723.723267
	Iteration 15Q: 3 clusters Score -386629.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -386687.562500 Penalty: 1723.723267
	Iteration 16Q: 3 clusters Score -386687.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -386729.000000 Penalty: 1723.723267
	Iteration 17Q: 3 clusters Score -386729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -386764.781250 Penalty: 1723.723267
	Iteration 18Q: 3 clusters Score -386764.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -386792.250000 Penalty: 1723.723267
	Iteration 19Q: 3 clusters Score -386792.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -386818.812500 Penalty: 1723.723267
	Iteration 20F: 3 clusters Score -386818.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -386838.593750 Penalty: 1723.723267
	Iteration 21Q: 3 clusters Score -386838.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -386859.343750 Penalty: 1723.723267
	Iteration 22Q: 3 clusters Score -386859.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -386865.718750 Penalty: 1723.723267
	Iteration 23Q: 3 clusters Score -386865.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -386868.812500 Penalty: 1723.723267
	Iteration 24Q: 3 clusters Score -386868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -386869.406250 Penalty: 1723.723267
	Iteration 25Q: 3 clusters Score -386869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -386869.843750 Penalty: 1723.723267
	Iteration 26Q: 3 clusters Score -386869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -386871.281250 Penalty: 1723.723267
	Iteration 27Q: 3 clusters Score -386871.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -386875.218750 Penalty: 1723.723267
	Iteration 28Q: 3 clusters Score -386875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -386876.656250 Penalty: 1723.723267
	Iteration 29Q: 3 clusters Score -386876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -386878.093750 Penalty: 1723.723267
	Iteration 30Q: 3 clusters Score -386878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -386877.875000 Penalty: 1723.723267
	Iteration 31Q: 3 clusters Score -386877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -386878.500000 Penalty: 1723.723267
	Iteration 32Q: 3 clusters Score -386878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -386878.812500 Penalty: 1723.723267
	Iteration 33Q: 3 clusters Score -386878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -386878.812500 Penalty: 1723.723267
	Iteration 34F: 3 clusters Score -386878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 22470 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 3757 members 
Mstep: Class 5 contains 5196 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 74143 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 48083 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 5672 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 19537 members 
Mstep: Class 15 contains 148834 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 295819 members 
Mstep: Class 18 contains 18482 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 4951 members 
Mstep: Class 21 contains 19887 members 
Mstep: Class 22 contains 11554 members 
Mstep: Class 24 contains 9372 members 
Entering Unmasked Estep 
Score: -38609928.000000 Penalty: 29521.113281
Splitting cluster 9 changes total score from -38610220.000000 to -38609928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (48083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Entering Unmasked Estep 
Score: -2387214.500000 Penalty: 1024.164917
	Iteration 0F: 2 clusters Score -2387214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2355057.250000 Penalty: 2048.329834
	Iteration 0F: 3 clusters Score -2355057 nChanged 22968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -2369356.500000 Penalty: 2048.329834
	Iteration 1F: 3 clusters Score -2369356 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -2370503.000000 Penalty: 2048.329834
	Iteration 2F: 3 clusters Score -2370503 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -2371977.000000 Penalty: 2048.329834
	Iteration 3F: 3 clusters Score -2371977 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2373555.500000 Penalty: 2048.329834
	Iteration 4F: 3 clusters Score -2373556 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -2374994.750000 Penalty: 2048.329834
	Iteration 5F: 3 clusters Score -2374995 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -2376091.250000 Penalty: 2048.329834
	Iteration 6F: 3 clusters Score -2376091 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -2376899.250000 Penalty: 2048.329834
	Iteration 7Q: 3 clusters Score -2376899 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -2377420.500000 Penalty: 2048.329834
	Iteration 8Q: 3 clusters Score -2377420 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -2377818.500000 Penalty: 2048.329834
	Iteration 9Q: 3 clusters Score -2377818 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -2378160.500000 Penalty: 2048.329834
	Iteration 10Q: 3 clusters Score -2378160 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -2378497.000000 Penalty: 2048.329834
	Iteration 11Q: 3 clusters Score -2378497 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -2378834.750000 Penalty: 2048.329834
	Iteration 12Q: 3 clusters Score -2378835 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -2379296.000000 Penalty: 2048.329834
	Iteration 13Q: 3 clusters Score -2379296 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -2379837.250000 Penalty: 2048.329834
	Iteration 14Q: 3 clusters Score -2379837 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -2380536.000000 Penalty: 2048.329834
	Iteration 15Q: 3 clusters Score -2380536 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -2381343.750000 Penalty: 2048.329834
	Iteration 16Q: 3 clusters Score -2381344 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -2382166.000000 Penalty: 2048.329834
	Iteration 17Q: 3 clusters Score -2382166 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -2382978.500000 Penalty: 2048.329834
	Iteration 18Q: 3 clusters Score -2382978 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -2383666.750000 Penalty: 2048.329834
	Iteration 19Q: 3 clusters Score -2383667 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -2384296.000000 Penalty: 2048.329834
	Iteration 20F: 3 clusters Score -2384296 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -2384946.000000 Penalty: 2048.329834
	Iteration 21Q: 3 clusters Score -2384946 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -2385460.250000 Penalty: 2048.329834
	Iteration 22Q: 3 clusters Score -2385460 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -2385834.500000 Penalty: 2048.329834
	Iteration 23Q: 3 clusters Score -2385834 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -2386053.000000 Penalty: 2048.329834
	Iteration 24Q: 3 clusters Score -2386053 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -2386178.750000 Penalty: 2048.329834
	Iteration 25Q: 3 clusters Score -2386179 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -2386247.250000 Penalty: 2048.329834
	Iteration 26Q: 3 clusters Score -2386247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -2386285.500000 Penalty: 2048.329834
	Iteration 27Q: 3 clusters Score -2386286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -2386316.750000 Penalty: 2048.329834
	Iteration 28Q: 3 clusters Score -2386317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -2386340.250000 Penalty: 2048.329834
	Iteration 29Q: 3 clusters Score -2386340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -2386351.500000 Penalty: 2048.329834
	Iteration 30Q: 3 clusters Score -2386352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -2386362.750000 Penalty: 2048.329834
	Iteration 31Q: 3 clusters Score -2386363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -2386378.250000 Penalty: 2048.329834
	Iteration 32Q: 3 clusters Score -2386378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -2386386.500000 Penalty: 2048.329834
	Iteration 33Q: 3 clusters Score -2386386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -2386396.000000 Penalty: 2048.329834
	Iteration 34Q: 3 clusters Score -2386396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -2386397.250000 Penalty: 2048.329834
	Iteration 35Q: 3 clusters Score -2386397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -2386400.750000 Penalty: 2048.329834
	Iteration 36Q: 3 clusters Score -2386401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -2386402.500000 Penalty: 2048.329834
	Iteration 37Q: 3 clusters Score -2386402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -2386406.250000 Penalty: 2048.329834
	Iteration 38Q: 3 clusters Score -2386406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -2386417.250000 Penalty: 2048.329834
	Iteration 39Q: 3 clusters Score -2386417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -2386427.250000 Penalty: 2048.329834
	Iteration 40F: 3 clusters Score -2386427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -2386434.250000 Penalty: 2048.329834
	Iteration 41Q: 3 clusters Score -2386434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -2386436.500000 Penalty: 2048.329834
	Iteration 42Q: 3 clusters Score -2386436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -2386436.000000 Penalty: 2048.329834
	Iteration 43Q: 3 clusters Score -2386436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -2386439.250000 Penalty: 2048.329834
	Iteration 44Q: 3 clusters Score -2386439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -2386444.250000 Penalty: 2048.329834
	Iteration 45Q: 3 clusters Score -2386444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -2386448.250000 Penalty: 2048.329834
	Iteration 46Q: 3 clusters Score -2386448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -2386449.500000 Penalty: 2048.329834
	Iteration 47Q: 3 clusters Score -2386450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -2386458.500000 Penalty: 2048.329834
	Iteration 48Q: 3 clusters Score -2386458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -2386457.750000 Penalty: 2048.329834
	Iteration 49Q: 3 clusters Score -2386458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -2386461.500000 Penalty: 2048.329834
	Iteration 50Q: 3 clusters Score -2386462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -2386462.750000 Penalty: 2048.329834
	Iteration 51Q: 3 clusters Score -2386463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -2386464.250000 Penalty: 2048.329834
	Iteration 52Q: 3 clusters Score -2386464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -2386464.250000 Penalty: 2048.329834
	Iteration 53F: 3 clusters Score -2386464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Entering Unmasked Estep 
Score: -887179.812500 Penalty: 917.257935
	Iteration 0F: 2 clusters Score -887179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -876618.187500 Penalty: 1834.515869
	Iteration 0F: 3 clusters Score -876618.2 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -880733.250000 Penalty: 1834.515869
	Iteration 1F: 3 clusters Score -880733.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -881059.937500 Penalty: 1834.515869
	Iteration 2F: 3 clusters Score -881059.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -881498.875000 Penalty: 1834.515869
	Iteration 3F: 3 clusters Score -881498.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -882163.937500 Penalty: 1834.515869
	Iteration 4F: 3 clusters Score -882163.9 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -883139.812500 Penalty: 1834.515869
	Iteration 5F: 3 clusters Score -883139.8 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -884312.375000 Penalty: 1834.515869
	Iteration 6F: 3 clusters Score -884312.4 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -885363.812500 Penalty: 1834.515869
	Iteration 7F: 3 clusters Score -885363.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -885998.687500 Penalty: 1834.515869
	Iteration 8Q: 3 clusters Score -885998.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -886337.500000 Penalty: 1834.515869
	Iteration 9Q: 3 clusters Score -886337.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -886513.687500 Penalty: 1834.515869
	Iteration 10Q: 3 clusters Score -886513.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -886581.812500 Penalty: 1834.515869
	Iteration 11Q: 3 clusters Score -886581.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -886607.187500 Penalty: 1834.515869
	Iteration 12Q: 3 clusters Score -886607.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -886629.875000 Penalty: 1834.515869
	Iteration 13Q: 3 clusters Score -886629.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -886648.875000 Penalty: 1834.515869
	Iteration 14Q: 3 clusters Score -886648.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -886652.812500 Penalty: 1834.515869
	Iteration 15Q: 3 clusters Score -886652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -886656.375000 Penalty: 1834.515869
	Iteration 16Q: 3 clusters Score -886656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -886658.687500 Penalty: 1834.515869
	Iteration 17Q: 3 clusters Score -886658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -886662.187500 Penalty: 1834.515869
	Iteration 18Q: 3 clusters Score -886662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -886664.687500 Penalty: 1834.515869
	Iteration 19Q: 3 clusters Score -886664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -886673.437500 Penalty: 1834.515869
	Iteration 20F: 3 clusters Score -886673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -886678.562500 Penalty: 1834.515869
	Iteration 21Q: 3 clusters Score -886678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -886683.500000 Penalty: 1834.515869
	Iteration 22Q: 3 clusters Score -886683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -886686.625000 Penalty: 1834.515869
	Iteration 23Q: 3 clusters Score -886686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -886685.875000 Penalty: 1834.515869
	Iteration 24Q: 3 clusters Score -886685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -886687.312500 Penalty: 1834.515869
	Iteration 25Q: 3 clusters Score -886687.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -886688.687500 Penalty: 1834.515869
	Iteration 26Q: 3 clusters Score -886688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -886691.937500 Penalty: 1834.515869
	Iteration 27Q: 3 clusters Score -886691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -886693.000000 Penalty: 1834.515869
	Iteration 28Q: 3 clusters Score -886693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -886692.812500 Penalty: 1834.515869
	Iteration 29Q: 3 clusters Score -886692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -886694.125000 Penalty: 1834.515869
	Iteration 30Q: 3 clusters Score -886694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -886694.125000 Penalty: 1834.515869
	Iteration 31F: 3 clusters Score -886694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -282435.406250 Penalty: 821.113220
	Iteration 0F: 2 clusters Score -282435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -278372.406250 Penalty: 1642.226440
	Iteration 0F: 3 clusters Score -278372.4 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -279896.906250 Penalty: 1642.226440
	Iteration 1F: 3 clusters Score -279896.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -280160.875000 Penalty: 1642.226440
	Iteration 2F: 3 clusters Score -280160.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -280415.593750 Penalty: 1642.226440
	Iteration 3F: 3 clusters Score -280415.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -280710.312500 Penalty: 1642.226440
	Iteration 4F: 3 clusters Score -280710.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -280966.843750 Penalty: 1642.226440
	Iteration 5F: 3 clusters Score -280966.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -281192.250000 Penalty: 1642.226440
	Iteration 6F: 3 clusters Score -281192.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -281367.875000 Penalty: 1642.226440
	Iteration 7Q: 3 clusters Score -281367.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -281511.437500 Penalty: 1642.226440
	Iteration 8Q: 3 clusters Score -281511.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -281649.500000 Penalty: 1642.226440
	Iteration 9Q: 3 clusters Score -281649.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -281775.562500 Penalty: 1642.226440
	Iteration 10Q: 3 clusters Score -281775.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -281886.625000 Penalty: 1642.226440
	Iteration 11Q: 3 clusters Score -281886.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -281969.593750 Penalty: 1642.226440
	Iteration 12Q: 3 clusters Score -281969.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -282036.375000 Penalty: 1642.226440
	Iteration 13Q: 3 clusters Score -282036.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -282080.968750 Penalty: 1642.226440
	Iteration 14Q: 3 clusters Score -282081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -282112.062500 Penalty: 1642.226440
	Iteration 15Q: 3 clusters Score -282112.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -282138.343750 Penalty: 1642.226440
	Iteration 16Q: 3 clusters Score -282138.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -282161.562500 Penalty: 1642.226440
	Iteration 17Q: 3 clusters Score -282161.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -282179.281250 Penalty: 1642.226440
	Iteration 18Q: 3 clusters Score -282179.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -282192.187500 Penalty: 1642.226440
	Iteration 19Q: 3 clusters Score -282192.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -282199.125000 Penalty: 1642.226440
	Iteration 20F: 3 clusters Score -282199.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -282203.750000 Penalty: 1642.226440
	Iteration 21Q: 3 clusters Score -282203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -282206.375000 Penalty: 1642.226440
	Iteration 22Q: 3 clusters Score -282206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -282207.843750 Penalty: 1642.226440
	Iteration 23Q: 3 clusters Score -282207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -282209.500000 Penalty: 1642.226440
	Iteration 24Q: 3 clusters Score -282209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -282211.031250 Penalty: 1642.226440
	Iteration 25Q: 3 clusters Score -282211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -282211.906250 Penalty: 1642.226440
	Iteration 26Q: 3 clusters Score -282211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -282211.781250 Penalty: 1642.226440
	Iteration 27Q: 3 clusters Score -282211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -282213.187500 Penalty: 1642.226440
	Iteration 28Q: 3 clusters Score -282213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -282214.531250 Penalty: 1642.226440
	Iteration 29Q: 3 clusters Score -282214.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -282216.031250 Penalty: 1642.226440
	Iteration 30Q: 3 clusters Score -282216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -282216.843750 Penalty: 1642.226440
	Iteration 31Q: 3 clusters Score -282216.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -282218.406250 Penalty: 1642.226440
	Iteration 32Q: 3 clusters Score -282218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -282219.593750 Penalty: 1642.226440
	Iteration 33Q: 3 clusters Score -282219.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -282219.593750 Penalty: 1642.226440
	Iteration 34F: 3 clusters Score -282219.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Entering Unmasked Estep 
Score: -146450.062500 Penalty: 760.192322
	Iteration 0F: 2 clusters Score -146450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -144166.453125 Penalty: 1520.384644
	Iteration 0F: 3 clusters Score -144166.5 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -144842.296875 Penalty: 1520.384644
	Iteration 1F: 3 clusters Score -144842.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -144958.718750 Penalty: 1520.384644
	Iteration 2F: 3 clusters Score -144958.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -145067.593750 Penalty: 1520.384644
	Iteration 3F: 3 clusters Score -145067.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -145189.484375 Penalty: 1520.384644
	Iteration 4F: 3 clusters Score -145189.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -145316.968750 Penalty: 1520.384644
	Iteration 5F: 3 clusters Score -145317 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145446.078125 Penalty: 1520.384644
	Iteration 6F: 3 clusters Score -145446.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145565.859375 Penalty: 1520.384644
	Iteration 7Q: 3 clusters Score -145565.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -145655.640625 Penalty: 1520.384644
	Iteration 8Q: 3 clusters Score -145655.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -145716.218750 Penalty: 1520.384644
	Iteration 9Q: 3 clusters Score -145716.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -145755.093750 Penalty: 1520.384644
	Iteration 10Q: 3 clusters Score -145755.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -145789.203125 Penalty: 1520.384644
	Iteration 11Q: 3 clusters Score -145789.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -145820.500000 Penalty: 1520.384644
	Iteration 12Q: 3 clusters Score -145820.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -145839.656250 Penalty: 1520.384644
	Iteration 13Q: 3 clusters Score -145839.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -145855.281250 Penalty: 1520.384644
	Iteration 14Q: 3 clusters Score -145855.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -145867.390625 Penalty: 1520.384644
	Iteration 15Q: 3 clusters Score -145867.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -145880.140625 Penalty: 1520.384644
	Iteration 16Q: 3 clusters Score -145880.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -145892.468750 Penalty: 1520.384644
	Iteration 17Q: 3 clusters Score -145892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -145899.906250 Penalty: 1520.384644
	Iteration 18Q: 3 clusters Score -145899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -145909.828125 Penalty: 1520.384644
	Iteration 19Q: 3 clusters Score -145909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -145912.453125 Penalty: 1520.384644
	Iteration 20F: 3 clusters Score -145912.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -145915.500000 Penalty: 1520.384644
	Iteration 21Q: 3 clusters Score -145915.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -145915.500000 Penalty: 1520.384644
	Iteration 22F: 3 clusters Score -145915.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Entering Unmasked Estep 
Score: -1066603.500000 Penalty: 938.606201
	Iteration 0F: 2 clusters Score -1066604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1053542.250000 Penalty: 1877.212402
	Iteration 0F: 3 clusters Score -1053542 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1058803.500000 Penalty: 1877.212402
	Iteration 1F: 3 clusters Score -1058804 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1059425.500000 Penalty: 1877.212402
	Iteration 2F: 3 clusters Score -1059426 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1060350.375000 Penalty: 1877.212402
	Iteration 3F: 3 clusters Score -1060350 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1061539.000000 Penalty: 1877.212402
	Iteration 4F: 3 clusters Score -1061539 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1062963.000000 Penalty: 1877.212402
	Iteration 5F: 3 clusters Score -1062963 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1064255.125000 Penalty: 1877.212402
	Iteration 6F: 3 clusters Score -1064255 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1065115.750000 Penalty: 1877.212402
	Iteration 7Q: 3 clusters Score -1065116 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1065541.125000 Penalty: 1877.212402
	Iteration 8Q: 3 clusters Score -1065541 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1065704.250000 Penalty: 1877.212402
	Iteration 9Q: 3 clusters Score -1065704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1065774.500000 Penalty: 1877.212402
	Iteration 10Q: 3 clusters Score -1065774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1065794.750000 Penalty: 1877.212402
	Iteration 11Q: 3 clusters Score -1065795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -1065798.875000 Penalty: 1877.212402
	Iteration 12Q: 3 clusters Score -1065799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1065800.125000 Penalty: 1877.212402
	Iteration 13Q: 3 clusters Score -1065800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1065800.125000 Penalty: 1877.212402
	Iteration 14F: 3 clusters Score -1065800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (148834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148834 members 
Entering Unmasked Estep 
Score: -8055145.500000 Penalty: 1131.505737
	Iteration 0F: 2 clusters Score -8055146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -7955153.000000 Penalty: 2263.011475
	Iteration 0F: 3 clusters Score -7955153 nChanged 72420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -7998495.500000 Penalty: 2263.011475
	Iteration 1F: 3 clusters Score -7998496 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -7999853.000000 Penalty: 2263.011475
	Iteration 2Q: 3 clusters Score -7999853 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -8001620.000000 Penalty: 2263.011475
	Iteration 3Q: 3 clusters Score -8001620 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 79440 members 
Entering Unmasked Estep 
Score: -8004350.500000 Penalty: 2263.011475
	Iteration 4Q: 3 clusters Score -8004350 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -8008085.500000 Penalty: 2263.011475
	Iteration 5F: 3 clusters Score -8008086 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -8012561.500000 Penalty: 2263.011475
	Iteration 6F: 3 clusters Score -8012562 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -8017099.500000 Penalty: 2263.011475
	Iteration 7F: 3 clusters Score -8017100 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -8021021.500000 Penalty: 2263.011475
	Iteration 8F: 3 clusters Score -8021022 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -8024149.500000 Penalty: 2263.011475
	Iteration 9Q: 3 clusters Score -8024150 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -8026578.500000 Penalty: 2263.011475
	Iteration 10Q: 3 clusters Score -8026578 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -8028629.500000 Penalty: 2263.011475
	Iteration 11Q: 3 clusters Score -8028630 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 110817 members 
Entering Unmasked Estep 
Score: -8030732.000000 Penalty: 2263.011475
	Iteration 12Q: 3 clusters Score -8030732 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 115750 members 
Entering Unmasked Estep 
Score: -8032899.500000 Penalty: 2263.011475
	Iteration 13Q: 3 clusters Score -8032900 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 121124 members 
Entering Unmasked Estep 
Score: -8035665.500000 Penalty: 2263.011475
	Iteration 14Q: 3 clusters Score -8035666 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 126844 members 
Entering Unmasked Estep 
Score: -8039030.500000 Penalty: 2263.011475
	Iteration 15Q: 3 clusters Score -8039030 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 132513 members 
Entering Unmasked Estep 
Score: -8042867.500000 Penalty: 2263.011475
	Iteration 16Q: 3 clusters Score -8042868 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 137611 members 
Entering Unmasked Estep 
Score: -8046677.500000 Penalty: 2263.011475
	Iteration 17Q: 3 clusters Score -8046678 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 141560 members 
Entering Unmasked Estep 
Score: -8049862.500000 Penalty: 2263.011475
	Iteration 18Q: 3 clusters Score -8049862 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 144121 members 
Entering Unmasked Estep 
Score: -8051976.500000 Penalty: 2263.011475
	Iteration 19Q: 3 clusters Score -8051976 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -8053226.500000 Penalty: 2263.011475
	Iteration 20F: 3 clusters Score -8053226 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 146280 members 
Entering Unmasked Estep 
Score: -8053910.500000 Penalty: 2263.011475
	Iteration 21Q: 3 clusters Score -8053910 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 146605 members 
Entering Unmasked Estep 
Score: -8054194.500000 Penalty: 2263.011475
	Iteration 22Q: 3 clusters Score -8054194 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 146782 members 
Entering Unmasked Estep 
Score: -8054402.000000 Penalty: 2263.011475
	Iteration 23Q: 3 clusters Score -8054402 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 146903 members 
Entering Unmasked Estep 
Score: -8054524.000000 Penalty: 2263.011475
	Iteration 24Q: 3 clusters Score -8054524 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -8054597.000000 Penalty: 2263.011475
	Iteration 25Q: 3 clusters Score -8054597 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 147090 members 
Entering Unmasked Estep 
Score: -8054605.000000 Penalty: 2263.011475
	Iteration 26Q: 3 clusters Score -8054605 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 147151 members 
Entering Unmasked Estep 
Score: -8054642.000000 Penalty: 2263.011475
	Iteration 27Q: 3 clusters Score -8054642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -8054665.500000 Penalty: 2263.011475
	Iteration 28Q: 3 clusters Score -8054666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -8054701.500000 Penalty: 2263.011475
	Iteration 29Q: 3 clusters Score -8054702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 147293 members 
Entering Unmasked Estep 
Score: -8054708.500000 Penalty: 2263.011475
	Iteration 30Q: 3 clusters Score -8054708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -8054728.000000 Penalty: 2263.011475
	Iteration 31Q: 3 clusters Score -8054728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
Score: -8054731.000000 Penalty: 2263.011475
	Iteration 32Q: 3 clusters Score -8054731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 147348 members 
Entering Unmasked Estep 
Score: -8054717.500000 Penalty: 2263.011475
	Iteration 33Q: 3 clusters Score -8054718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 147360 members 
Entering Unmasked Estep 
Score: -8054719.500000 Penalty: 2263.011475
	Iteration 34Q: 3 clusters Score -8054720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 147372 members 
Entering Unmasked Estep 
Score: -8054715.500000 Penalty: 2263.011475
	Iteration 35Q: 3 clusters Score -8054716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 147384 members 
Entering Unmasked Estep 
Score: -8054723.500000 Penalty: 2263.011475
	Iteration 36Q: 3 clusters Score -8054724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 147397 members 
Entering Unmasked Estep 
Score: -8054719.000000 Penalty: 2263.011475
	Iteration 37Q: 3 clusters Score -8054719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 147408 members 
Entering Unmasked Estep 
Score: -8054729.000000 Penalty: 2263.011475
	Iteration 38Q: 3 clusters Score -8054729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 147419 members 
Entering Unmasked Estep 
Score: -8054735.000000 Penalty: 2263.011475
	Iteration 39Q: 3 clusters Score -8054735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 147426 members 
Entering Unmasked Estep 
Score: -8054732.000000 Penalty: 2263.011475
	Iteration 40F: 3 clusters Score -8054732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 147432 members 
Entering Unmasked Estep 
Score: -8054735.000000 Penalty: 2263.011475
	Iteration 41Q: 3 clusters Score -8054735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 147440 members 
Entering Unmasked Estep 
Score: -8054731.500000 Penalty: 2263.011475
	Iteration 42Q: 3 clusters Score -8054732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 147442 members 
Entering Unmasked Estep 
Score: -8054725.500000 Penalty: 2263.011475
	Iteration 43Q: 3 clusters Score -8054726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 147442 members 
Entering Unmasked Estep 
Score: -8054738.000000 Penalty: 2263.011475
	Iteration 44Q: 3 clusters Score -8054738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 147444 members 
Entering Unmasked Estep 
Score: -8054737.500000 Penalty: 2263.011475
	Iteration 45Q: 3 clusters Score -8054738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -8054743.500000 Penalty: 2263.011475
	Iteration 46Q: 3 clusters Score -8054744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 147456 members 
Entering Unmasked Estep 
Score: -8054746.000000 Penalty: 2263.011475
	Iteration 47Q: 3 clusters Score -8054746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 147457 members 
Entering Unmasked Estep 
Score: -8054754.500000 Penalty: 2263.011475
	Iteration 48Q: 3 clusters Score -8054754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 147457 members 
Entering Unmasked Estep 
Score: -8054752.000000 Penalty: 2263.011475
	Iteration 49Q: 3 clusters Score -8054752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 147457 members 
Entering Unmasked Estep 
Score: -8054752.000000 Penalty: 2263.011475
	Iteration 50F: 3 clusters Score -8054752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -101862.984375 Penalty: 714.112854
	Iteration 0F: 2 clusters Score -101863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -100240.101562 Penalty: 1428.225708
	Iteration 0F: 3 clusters Score -100240.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -100639.445312 Penalty: 1428.225708
	Iteration 1F: 3 clusters Score -100639.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -100717.109375 Penalty: 1428.225708
	Iteration 2F: 3 clusters Score -100717.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -100759.593750 Penalty: 1428.225708
	Iteration 3Q: 3 clusters Score -100759.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -100795.375000 Penalty: 1428.225708
	Iteration 4Q: 3 clusters Score -100795.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -100830.281250 Penalty: 1428.225708
	Iteration 5Q: 3 clusters Score -100830.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -100859.375000 Penalty: 1428.225708
	Iteration 6Q: 3 clusters Score -100859.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -100877.453125 Penalty: 1428.225708
	Iteration 7Q: 3 clusters Score -100877.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -100900.031250 Penalty: 1428.225708
	Iteration 8Q: 3 clusters Score -100900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -100926.125000 Penalty: 1428.225708
	Iteration 9Q: 3 clusters Score -100926.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -100947.179688 Penalty: 1428.225708
	Iteration 10Q: 3 clusters Score -100947.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -100965.554688 Penalty: 1428.225708
	Iteration 11Q: 3 clusters Score -100965.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -100981.953125 Penalty: 1428.225708
	Iteration 12Q: 3 clusters Score -100982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -100999.132812 Penalty: 1428.225708
	Iteration 13Q: 3 clusters Score -100999.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -101019.210938 Penalty: 1428.225708
	Iteration 14Q: 3 clusters Score -101019.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -101043.679688 Penalty: 1428.225708
	Iteration 15Q: 3 clusters Score -101043.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101064.101562 Penalty: 1428.225708
	Iteration 16Q: 3 clusters Score -101064.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101082.898438 Penalty: 1428.225708
	Iteration 17Q: 3 clusters Score -101082.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -101103.164062 Penalty: 1428.225708
	Iteration 18Q: 3 clusters Score -101103.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -101128.804688 Penalty: 1428.225708
	Iteration 19Q: 3 clusters Score -101128.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101150.328125 Penalty: 1428.225708
	Iteration 20F: 3 clusters Score -101150.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -101172.054688 Penalty: 1428.225708
	Iteration 21Q: 3 clusters Score -101172.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101200.281250 Penalty: 1428.225708
	Iteration 22Q: 3 clusters Score -101200.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101242.273438 Penalty: 1428.225708
	Iteration 23Q: 3 clusters Score -101242.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101290.343750 Penalty: 1428.225708
	Iteration 24Q: 3 clusters Score -101290.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101325.367188 Penalty: 1428.225708
	Iteration 25Q: 3 clusters Score -101325.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101359.046875 Penalty: 1428.225708
	Iteration 26Q: 3 clusters Score -101359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -101381.335938 Penalty: 1428.225708
	Iteration 27Q: 3 clusters Score -101381.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101390.804688 Penalty: 1428.225708
	Iteration 28Q: 3 clusters Score -101390.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101396.539062 Penalty: 1428.225708
	Iteration 29Q: 3 clusters Score -101396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101399.515625 Penalty: 1428.225708
	Iteration 30Q: 3 clusters Score -101399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -101400.257812 Penalty: 1428.225708
	Iteration 31Q: 3 clusters Score -101400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101400.382812 Penalty: 1428.225708
	Iteration 32Q: 3 clusters Score -101400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101400.382812 Penalty: 1428.225708
	Iteration 33F: 3 clusters Score -101400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (295819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295819 members 
Entering Unmasked Estep 
Score: -16454898.000000 Penalty: 1196.762817
	Iteration 0F: 2 clusters Score -1.64549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147648 members 
Mstep: Class 2 contains 148171 members 
Entering Unmasked Estep 
Score: -16259218.000000 Penalty: 2393.525635
	Iteration 0F: 3 clusters Score -1.625922e+07 nChanged 145181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144611 members 
Mstep: Class 2 contains 151208 members 
Entering Unmasked Estep 
Score: -16348200.000000 Penalty: 2393.525635
	Iteration 1F: 3 clusters Score -1.63482e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143437 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -16352046.000000 Penalty: 2393.525635
	Iteration 2Q: 3 clusters Score -1.635205e+07 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141478 members 
Mstep: Class 2 contains 154341 members 
Entering Unmasked Estep 
Score: -16357736.000000 Penalty: 2393.525635
	Iteration 3Q: 3 clusters Score -1.635774e+07 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 157490 members 
Entering Unmasked Estep 
Score: -16364804.000000 Penalty: 2393.525635
	Iteration 4F: 3 clusters Score -1.63648e+07 nChanged 15846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133417 members 
Mstep: Class 2 contains 162402 members 
Entering Unmasked Estep 
Score: -16372704.000000 Penalty: 2393.525635
	Iteration 5F: 3 clusters Score -1.63727e+07 nChanged 15833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126282 members 
Mstep: Class 2 contains 169537 members 
Entering Unmasked Estep 
Score: -16380560.000000 Penalty: 2393.525635
	Iteration 6F: 3 clusters Score -1.638056e+07 nChanged 14833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117009 members 
Mstep: Class 2 contains 178810 members 
Entering Unmasked Estep 
Score: -16388481.000000 Penalty: 2393.525635
	Iteration 7F: 3 clusters Score -1.638848e+07 nChanged 14353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105738 members 
Mstep: Class 2 contains 190081 members 
Entering Unmasked Estep 
Score: -16396601.000000 Penalty: 2393.525635
	Iteration 8Q: 3 clusters Score -1.63966e+07 nChanged 14363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92717 members 
Mstep: Class 2 contains 203102 members 
Entering Unmasked Estep 
Score: -16404772.000000 Penalty: 2393.525635
	Iteration 9Q: 3 clusters Score -1.640477e+07 nChanged 14512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 217084 members 
Entering Unmasked Estep 
Score: -16413540.000000 Penalty: 2393.525635
	Iteration 10Q: 3 clusters Score -1.641354e+07 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 231381 members 
Entering Unmasked Estep 
Score: -16422543.000000 Penalty: 2393.525635
	Iteration 11Q: 3 clusters Score -1.642254e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 245005 members 
Entering Unmasked Estep 
Score: -16430654.000000 Penalty: 2393.525635
	Iteration 12Q: 3 clusters Score -1.643065e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 257006 members 
Entering Unmasked Estep 
Score: -16437436.000000 Penalty: 2393.525635
	Iteration 13Q: 3 clusters Score -1.643744e+07 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 266735 members 
Entering Unmasked Estep 
Score: -16442979.000000 Penalty: 2393.525635
	Iteration 14Q: 3 clusters Score -1.644298e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 274211 members 
Entering Unmasked Estep 
Score: -16446994.000000 Penalty: 2393.525635
	Iteration 15Q: 3 clusters Score -1.644699e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 279614 members 
Entering Unmasked Estep 
Score: -16450002.000000 Penalty: 2393.525635
	Iteration 16Q: 3 clusters Score -1.645e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 283260 members 
Entering Unmasked Estep 
Score: -16452113.000000 Penalty: 2393.525635
	Iteration 17Q: 3 clusters Score -1.645211e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 285596 members 
Entering Unmasked Estep 
Score: -16454101.000000 Penalty: 2393.525635
	Iteration 18Q: 3 clusters Score -1.64541e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 286728 members 
Entering Unmasked Estep 
Score: -16455664.000000 Penalty: 2393.525635
	Iteration 19Q: 3 clusters Score -1.645566e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 286981 members 
Entering Unmasked Estep 
Score: -16456501.000000 Penalty: 2393.525635
	Iteration 20F: 3 clusters Score -1.64565e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 286893 members 
Entering Unmasked Estep 
Score: -16456948.000000 Penalty: 2393.525635
	Iteration 21Q: 3 clusters Score -1.645695e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 286648 members 
Entering Unmasked Estep 
Score: -16457351.000000 Penalty: 2393.525635
	Iteration 22Q: 3 clusters Score -1.645735e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 286332 members 
Entering Unmasked Estep 
Score: -16457740.000000 Penalty: 2393.525635
	Iteration 23Q: 3 clusters Score -1.645774e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 285987 members 
Entering Unmasked Estep 
Score: -16458154.000000 Penalty: 2393.525635
	Iteration 24Q: 3 clusters Score -1.645815e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 285595 members 
Entering Unmasked Estep 
Score: -16458576.000000 Penalty: 2393.525635
	Iteration 25Q: 3 clusters Score -1.645858e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 285137 members 
Entering Unmasked Estep 
Score: -16458904.000000 Penalty: 2393.525635
	Iteration 26Q: 3 clusters Score -1.64589e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 284601 members 
Entering Unmasked Estep 
Score: -16459139.000000 Penalty: 2393.525635
	Iteration 27Q: 3 clusters Score -1.645914e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 284037 members 
Entering Unmasked Estep 
Score: -16459331.000000 Penalty: 2393.525635
	Iteration 28Q: 3 clusters Score -1.645933e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 283532 members 
Entering Unmasked Estep 
Score: -16459509.000000 Penalty: 2393.525635
	Iteration 29Q: 3 clusters Score -1.645951e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 283080 members 
Entering Unmasked Estep 
Score: -16459603.000000 Penalty: 2393.525635
	Iteration 30Q: 3 clusters Score -1.64596e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 282637 members 
Entering Unmasked Estep 
Score: -16459702.000000 Penalty: 2393.525635
	Iteration 31Q: 3 clusters Score -1.64597e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 282261 members 
Entering Unmasked Estep 
Score: -16459736.000000 Penalty: 2393.525635
	Iteration 32Q: 3 clusters Score -1.645974e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 281938 members 
Entering Unmasked Estep 
Score: -16459785.000000 Penalty: 2393.525635
	Iteration 33Q: 3 clusters Score -1.645978e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 281625 members 
Entering Unmasked Estep 
Score: -16459793.000000 Penalty: 2393.525635
	Iteration 34Q: 3 clusters Score -1.645979e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 281354 members 
Entering Unmasked Estep 
Score: -16459785.000000 Penalty: 2393.525635
	Iteration 35Q: 3 clusters Score -1.645978e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 281104 members 
Entering Unmasked Estep 
Score: -16459821.000000 Penalty: 2393.525635
	Iteration 36Q: 3 clusters Score -1.645982e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 280907 members 
Entering Unmasked Estep 
Score: -16459862.000000 Penalty: 2393.525635
	Iteration 37Q: 3 clusters Score -1.645986e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 280727 members 
Entering Unmasked Estep 
Score: -16459876.000000 Penalty: 2393.525635
	Iteration 38Q: 3 clusters Score -1.645988e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 280596 members 
Entering Unmasked Estep 
Score: -16459913.000000 Penalty: 2393.525635
	Iteration 39Q: 3 clusters Score -1.645991e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 280485 members 
Entering Unmasked Estep 
Score: -16459950.000000 Penalty: 2393.525635
	Iteration 40F: 3 clusters Score -1.645995e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 280387 members 
Entering Unmasked Estep 
Score: -16459944.000000 Penalty: 2393.525635
	Iteration 41Q: 3 clusters Score -1.645994e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 280311 members 
Entering Unmasked Estep 
Score: -16459978.000000 Penalty: 2393.525635
	Iteration 42Q: 3 clusters Score -1.645998e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 280253 members 
Entering Unmasked Estep 
Score: -16460008.000000 Penalty: 2393.525635
	Iteration 43Q: 3 clusters Score -1.646001e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 280201 members 
Entering Unmasked Estep 
Score: -16460005.000000 Penalty: 2393.525635
	Iteration 44Q: 3 clusters Score -1.646e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 280154 members 
Entering Unmasked Estep 
Score: -16460006.000000 Penalty: 2393.525635
	Iteration 45Q: 3 clusters Score -1.646001e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 280097 members 
Entering Unmasked Estep 
Score: -16460003.000000 Penalty: 2393.525635
	Iteration 46Q: 3 clusters Score -1.646e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 280059 members 
Entering Unmasked Estep 
Score: -16460023.000000 Penalty: 2393.525635
	Iteration 47Q: 3 clusters Score -1.646002e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 280018 members 
Entering Unmasked Estep 
Score: -16460019.000000 Penalty: 2393.525635
	Iteration 48Q: 3 clusters Score -1.646002e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 279983 members 
Entering Unmasked Estep 
Score: -16460027.000000 Penalty: 2393.525635
	Iteration 49Q: 3 clusters Score -1.646003e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 279947 members 
Entering Unmasked Estep 
Score: -16460025.000000 Penalty: 2393.525635
	Iteration 50Q: 3 clusters Score -1.646002e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 279919 members 
Entering Unmasked Estep 
Score: -16460027.000000 Penalty: 2393.525635
	Iteration 51Q: 3 clusters Score -1.646003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 279904 members 
Entering Unmasked Estep 
Score: -16460034.000000 Penalty: 2393.525635
	Iteration 52Q: 3 clusters Score -1.646003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 279884 members 
Entering Unmasked Estep 
Score: -16460019.000000 Penalty: 2393.525635
	Iteration 53Q: 3 clusters Score -1.646002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 279871 members 
Entering Unmasked Estep 
Score: -16460017.000000 Penalty: 2393.525635
	Iteration 54Q: 3 clusters Score -1.646002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 279860 members 
Entering Unmasked Estep 
Score: -16460017.000000 Penalty: 2393.525635
	Iteration 55Q: 3 clusters Score -1.646002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 279851 members 
Entering Unmasked Estep 
Score: -16460009.000000 Penalty: 2393.525635
	Iteration 56Q: 3 clusters Score -1.646001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 279842 members 
Entering Unmasked Estep 
Score: -16460002.000000 Penalty: 2393.525635
	Iteration 57Q: 3 clusters Score -1.646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 279837 members 
Entering Unmasked Estep 
Score: -16460010.000000 Penalty: 2393.525635
	Iteration 58Q: 3 clusters Score -1.646001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 279829 members 
Entering Unmasked Estep 
Score: -16460015.000000 Penalty: 2393.525635
	Iteration 59Q: 3 clusters Score -1.646002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 279824 members 
Entering Unmasked Estep 
Score: -16460020.000000 Penalty: 2393.525635
	Iteration 60F: 3 clusters Score -1.646002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 279819 members 
Entering Unmasked Estep 
Score: -16460014.000000 Penalty: 2393.525635
	Iteration 61Q: 3 clusters Score -1.646001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 279815 members 
Entering Unmasked Estep 
Score: -16460025.000000 Penalty: 2393.525635
	Iteration 62Q: 3 clusters Score -1.646002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 279810 members 
Entering Unmasked Estep 
Score: -16460024.000000 Penalty: 2393.525635
	Iteration 63Q: 3 clusters Score -1.646002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 279807 members 
Entering Unmasked Estep 
Score: -16460027.000000 Penalty: 2393.525635
	Iteration 64Q: 3 clusters Score -1.646003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 279804 members 
Entering Unmasked Estep 
Score: -16460022.000000 Penalty: 2393.525635
	Iteration 65Q: 3 clusters Score -1.646002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 279801 members 
Entering Unmasked Estep 
Score: -16460026.000000 Penalty: 2393.525635
	Iteration 66Q: 3 clusters Score -1.646003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 279795 members 
Entering Unmasked Estep 
Score: -16460023.000000 Penalty: 2393.525635
	Iteration 67Q: 3 clusters Score -1.646002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 279793 members 
Entering Unmasked Estep 
Score: -16460028.000000 Penalty: 2393.525635
	Iteration 68Q: 3 clusters Score -1.646003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 279790 members 
Entering Unmasked Estep 
Score: -16460021.000000 Penalty: 2393.525635
	Iteration 69Q: 3 clusters Score -1.646002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 279791 members 
Entering Unmasked Estep 
Score: -16460019.000000 Penalty: 2393.525635
	Iteration 70Q: 3 clusters Score -1.646002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 279792 members 
Entering Unmasked Estep 
Score: -16460024.000000 Penalty: 2393.525635
	Iteration 71Q: 3 clusters Score -1.646002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 279792 members 
Entering Unmasked Estep 
Score: -16460024.000000 Penalty: 2393.525635
	Iteration 72F: 3 clusters Score -1.646002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 22470 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 3757 members 
Mstep: Class 5 contains 5196 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 279792 members 
Mstep: Class 8 contains 74143 members 
Mstep: Class 9 contains 8710 members 
Mstep: Class 10 contains 48083 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 5672 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 19537 members 
Mstep: Class 15 contains 148834 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 16027 members 
Mstep: Class 18 contains 18482 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 4951 members 
Mstep: Class 21 contains 19887 members 
Mstep: Class 22 contains 11554 members 
Mstep: Class 24 contains 9372 members 
Entering Unmasked Estep 
Score: -38615052.000000 Penalty: 29521.113281
Splitting cluster 17 changes total score from -38610220.000000 to -38615052.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 18 (18482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Entering Unmasked Estep 
Score: -969557.125000 Penalty: 933.332520
	Iteration 0F: 2 clusters Score -969557.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -957108.500000 Penalty: 1866.665039
	Iteration 0F: 3 clusters Score -957108.5 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -962108.625000 Penalty: 1866.665039
	Iteration 1F: 3 clusters Score -962108.6 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -962646.812500 Penalty: 1866.665039
	Iteration 2F: 3 clusters Score -962646.8 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -963243.375000 Penalty: 1866.665039
	Iteration 3F: 3 clusters Score -963243.4 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -963805.250000 Penalty: 1866.665039
	Iteration 4F: 3 clusters Score -963805.2 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -964321.125000 Penalty: 1866.665039
	Iteration 5F: 3 clusters Score -964321.1 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -964778.250000 Penalty: 1866.665039
	Iteration 6F: 3 clusters Score -964778.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -965232.687500 Penalty: 1866.665039
	Iteration 7Q: 3 clusters Score -965232.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -965688.062500 Penalty: 1866.665039
	Iteration 8Q: 3 clusters Score -965688.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -966130.687500 Penalty: 1866.665039
	Iteration 9Q: 3 clusters Score -966130.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -966597.437500 Penalty: 1866.665039
	Iteration 10Q: 3 clusters Score -966597.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -967021.812500 Penalty: 1866.665039
	Iteration 11Q: 3 clusters Score -967021.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -967361.875000 Penalty: 1866.665039
	Iteration 12Q: 3 clusters Score -967361.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -967701.000000 Penalty: 1866.665039
	Iteration 13Q: 3 clusters Score -967701 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -967969.125000 Penalty: 1866.665039
	Iteration 14Q: 3 clusters Score -967969.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -968174.750000 Penalty: 1866.665039
	Iteration 15Q: 3 clusters Score -968174.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -968346.750000 Penalty: 1866.665039
	Iteration 16Q: 3 clusters Score -968346.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -968519.125000 Penalty: 1866.665039
	Iteration 17Q: 3 clusters Score -968519.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -968659.375000 Penalty: 1866.665039
	Iteration 18Q: 3 clusters Score -968659.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -968759.687500 Penalty: 1866.665039
	Iteration 19Q: 3 clusters Score -968759.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -968834.375000 Penalty: 1866.665039
	Iteration 20F: 3 clusters Score -968834.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -968903.250000 Penalty: 1866.665039
	Iteration 21Q: 3 clusters Score -968903.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -968965.562500 Penalty: 1866.665039
	Iteration 22Q: 3 clusters Score -968965.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -969014.187500 Penalty: 1866.665039
	Iteration 23Q: 3 clusters Score -969014.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -969064.812500 Penalty: 1866.665039
	Iteration 24Q: 3 clusters Score -969064.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -969104.937500 Penalty: 1866.665039
	Iteration 25Q: 3 clusters Score -969104.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -969129.562500 Penalty: 1866.665039
	Iteration 26Q: 3 clusters Score -969129.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -969149.250000 Penalty: 1866.665039
	Iteration 27Q: 3 clusters Score -969149.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -969155.062500 Penalty: 1866.665039
	Iteration 28Q: 3 clusters Score -969155.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -969159.562500 Penalty: 1866.665039
	Iteration 29Q: 3 clusters Score -969159.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -969168.937500 Penalty: 1866.665039
	Iteration 30Q: 3 clusters Score -969168.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -969177.062500 Penalty: 1866.665039
	Iteration 31Q: 3 clusters Score -969177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -969181.750000 Penalty: 1866.665039
	Iteration 32Q: 3 clusters Score -969181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -969187.625000 Penalty: 1866.665039
	Iteration 33Q: 3 clusters Score -969187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -969187.812500 Penalty: 1866.665039
	Iteration 34Q: 3 clusters Score -969187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -969192.062500 Penalty: 1866.665039
	Iteration 35Q: 3 clusters Score -969192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -969196.562500 Penalty: 1866.665039
	Iteration 36Q: 3 clusters Score -969196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -969196.437500 Penalty: 1866.665039
	Iteration 37Q: 3 clusters Score -969196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -969196.437500 Penalty: 1866.665039
	Iteration 38Q: 3 clusters Score -969196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -969196.437500 Penalty: 1866.665039
	Iteration 39F: 3 clusters Score -969196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Entering Unmasked Estep 
Score: -594561.250000 Penalty: 882.881165
	Iteration 0F: 2 clusters Score -594561.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -587181.000000 Penalty: 1765.762329
	Iteration 0F: 3 clusters Score -587181 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -589863.000000 Penalty: 1765.762329
	Iteration 1F: 3 clusters Score -589863 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -590053.250000 Penalty: 1765.762329
	Iteration 2Q: 3 clusters Score -590053.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -590232.687500 Penalty: 1765.762329
	Iteration 3Q: 3 clusters Score -590232.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -590420.812500 Penalty: 1765.762329
	Iteration 4Q: 3 clusters Score -590420.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -590656.750000 Penalty: 1765.762329
	Iteration 5Q: 3 clusters Score -590656.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -591021.875000 Penalty: 1765.762329
	Iteration 6F: 3 clusters Score -591021.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -591556.750000 Penalty: 1765.762329
	Iteration 7F: 3 clusters Score -591556.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -592182.875000 Penalty: 1765.762329
	Iteration 8F: 3 clusters Score -592182.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -592802.812500 Penalty: 1765.762329
	Iteration 9F: 3 clusters Score -592802.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -593254.562500 Penalty: 1765.762329
	Iteration 10Q: 3 clusters Score -593254.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -593497.500000 Penalty: 1765.762329
	Iteration 11Q: 3 clusters Score -593497.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -593654.062500 Penalty: 1765.762329
	Iteration 12Q: 3 clusters Score -593654.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -593722.687500 Penalty: 1765.762329
	Iteration 13Q: 3 clusters Score -593722.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -593754.312500 Penalty: 1765.762329
	Iteration 14Q: 3 clusters Score -593754.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -593764.750000 Penalty: 1765.762329
	Iteration 15Q: 3 clusters Score -593764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -593771.812500 Penalty: 1765.762329
	Iteration 16Q: 3 clusters Score -593771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -593771.812500 Penalty: 1765.762329
	Iteration 17Q: 3 clusters Score -593771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -593773.500000 Penalty: 1765.762329
	Iteration 18Q: 3 clusters Score -593773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -593774.500000 Penalty: 1765.762329
	Iteration 19Q: 3 clusters Score -593774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -593774.500000 Penalty: 1765.762329
	Iteration 20F: 3 clusters Score -593774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -284752.375000 Penalty: 808.197815
	Iteration 0F: 2 clusters Score -284752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -281167.218750 Penalty: 1616.395630
	Iteration 0F: 3 clusters Score -281167.2 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -282272.656250 Penalty: 1616.395630
	Iteration 1F: 3 clusters Score -282272.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -282385.781250 Penalty: 1616.395630
	Iteration 2F: 3 clusters Score -282385.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -282473.781250 Penalty: 1616.395630
	Iteration 3Q: 3 clusters Score -282473.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -282545.843750 Penalty: 1616.395630
	Iteration 4Q: 3 clusters Score -282545.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -282588.656250 Penalty: 1616.395630
	Iteration 5Q: 3 clusters Score -282588.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -282620.281250 Penalty: 1616.395630
	Iteration 6Q: 3 clusters Score -282620.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -282643.656250 Penalty: 1616.395630
	Iteration 7Q: 3 clusters Score -282643.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -282666.750000 Penalty: 1616.395630
	Iteration 8Q: 3 clusters Score -282666.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -282686.750000 Penalty: 1616.395630
	Iteration 9Q: 3 clusters Score -282686.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -282701.343750 Penalty: 1616.395630
	Iteration 10Q: 3 clusters Score -282701.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -282724.250000 Penalty: 1616.395630
	Iteration 11Q: 3 clusters Score -282724.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -282752.093750 Penalty: 1616.395630
	Iteration 12Q: 3 clusters Score -282752.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -282787.312500 Penalty: 1616.395630
	Iteration 13Q: 3 clusters Score -282787.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -282830.593750 Penalty: 1616.395630
	Iteration 14Q: 3 clusters Score -282830.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -282879.750000 Penalty: 1616.395630
	Iteration 15Q: 3 clusters Score -282879.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -282920.062500 Penalty: 1616.395630
	Iteration 16Q: 3 clusters Score -282920.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -282963.625000 Penalty: 1616.395630
	Iteration 17Q: 3 clusters Score -282963.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -283027.031250 Penalty: 1616.395630
	Iteration 18Q: 3 clusters Score -283027 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -283087.781250 Penalty: 1616.395630
	Iteration 19Q: 3 clusters Score -283087.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -283147.656250 Penalty: 1616.395630
	Iteration 20F: 3 clusters Score -283147.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -283221.312500 Penalty: 1616.395630
	Iteration 21Q: 3 clusters Score -283221.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -283288.968750 Penalty: 1616.395630
	Iteration 22Q: 3 clusters Score -283289 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -283355.750000 Penalty: 1616.395630
	Iteration 23Q: 3 clusters Score -283355.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -283431.437500 Penalty: 1616.395630
	Iteration 24Q: 3 clusters Score -283431.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -283501.156250 Penalty: 1616.395630
	Iteration 25Q: 3 clusters Score -283501.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283544.687500 Penalty: 1616.395630
	Iteration 26Q: 3 clusters Score -283544.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -283579.812500 Penalty: 1616.395630
	Iteration 27Q: 3 clusters Score -283579.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -283607.218750 Penalty: 1616.395630
	Iteration 28Q: 3 clusters Score -283607.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283624.375000 Penalty: 1616.395630
	Iteration 29Q: 3 clusters Score -283624.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283638.125000 Penalty: 1616.395630
	Iteration 30Q: 3 clusters Score -283638.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283657.250000 Penalty: 1616.395630
	Iteration 31Q: 3 clusters Score -283657.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -283677.718750 Penalty: 1616.395630
	Iteration 32Q: 3 clusters Score -283677.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -283690.968750 Penalty: 1616.395630
	Iteration 33Q: 3 clusters Score -283691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -283704.718750 Penalty: 1616.395630
	Iteration 34Q: 3 clusters Score -283704.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -283720.250000 Penalty: 1616.395630
	Iteration 35Q: 3 clusters Score -283720.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -283733.437500 Penalty: 1616.395630
	Iteration 36Q: 3 clusters Score -283733.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -283749.093750 Penalty: 1616.395630
	Iteration 37Q: 3 clusters Score -283749.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -283767.656250 Penalty: 1616.395630
	Iteration 38Q: 3 clusters Score -283767.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -283788.781250 Penalty: 1616.395630
	Iteration 39Q: 3 clusters Score -283788.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -283814.187500 Penalty: 1616.395630
	Iteration 40F: 3 clusters Score -283814.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -283834.187500 Penalty: 1616.395630
	Iteration 41Q: 3 clusters Score -283834.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -283858.937500 Penalty: 1616.395630
	Iteration 42Q: 3 clusters Score -283858.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -283884.718750 Penalty: 1616.395630
	Iteration 43Q: 3 clusters Score -283884.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -283910.562500 Penalty: 1616.395630
	Iteration 44Q: 3 clusters Score -283910.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -283931.375000 Penalty: 1616.395630
	Iteration 45Q: 3 clusters Score -283931.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -283943.437500 Penalty: 1616.395630
	Iteration 46Q: 3 clusters Score -283943.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -283953.468750 Penalty: 1616.395630
	Iteration 47Q: 3 clusters Score -283953.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -283960.375000 Penalty: 1616.395630
	Iteration 48Q: 3 clusters Score -283960.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -283963.812500 Penalty: 1616.395630
	Iteration 49Q: 3 clusters Score -283963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -283968.156250 Penalty: 1616.395630
	Iteration 50Q: 3 clusters Score -283968.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -283970.468750 Penalty: 1616.395630
	Iteration 51Q: 3 clusters Score -283970.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -283972.093750 Penalty: 1616.395630
	Iteration 52Q: 3 clusters Score -283972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -283974.062500 Penalty: 1616.395630
	Iteration 53Q: 3 clusters Score -283974.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -283978.750000 Penalty: 1616.395630
	Iteration 54Q: 3 clusters Score -283978.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -283984.718750 Penalty: 1616.395630
	Iteration 55Q: 3 clusters Score -283984.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -283990.718750 Penalty: 1616.395630
	Iteration 56Q: 3 clusters Score -283990.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -283996.343750 Penalty: 1616.395630
	Iteration 57Q: 3 clusters Score -283996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -284000.281250 Penalty: 1616.395630
	Iteration 58Q: 3 clusters Score -284000.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -284004.406250 Penalty: 1616.395630
	Iteration 59Q: 3 clusters Score -284004.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -284007.781250 Penalty: 1616.395630
	Iteration 60F: 3 clusters Score -284007.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -284011.812500 Penalty: 1616.395630
	Iteration 61Q: 3 clusters Score -284011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -284014.000000 Penalty: 1616.395630
	Iteration 62Q: 3 clusters Score -284014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -284015.562500 Penalty: 1616.395630
	Iteration 63Q: 3 clusters Score -284015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -284017.468750 Penalty: 1616.395630
	Iteration 64Q: 3 clusters Score -284017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -284017.250000 Penalty: 1616.395630
	Iteration 65Q: 3 clusters Score -284017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -284017.562500 Penalty: 1616.395630
	Iteration 66Q: 3 clusters Score -284017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -284017.937500 Penalty: 1616.395630
	Iteration 67Q: 3 clusters Score -284017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -284017.937500 Penalty: 1616.395630
	Iteration 68F: 3 clusters Score -284017.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Entering Unmasked Estep 
Score: -1089311.625000 Penalty: 940.293030
	Iteration 0F: 2 clusters Score -1089312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1075916.500000 Penalty: 1880.586060
	Iteration 0F: 3 clusters Score -1075916 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1081165.375000 Penalty: 1880.586060
	Iteration 1F: 3 clusters Score -1081165 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1081687.750000 Penalty: 1880.586060
	Iteration 2Q: 3 clusters Score -1081688 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1082504.875000 Penalty: 1880.586060
	Iteration 3F: 3 clusters Score -1082505 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1083523.750000 Penalty: 1880.586060
	Iteration 4F: 3 clusters Score -1083524 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1084640.500000 Penalty: 1880.586060
	Iteration 5F: 3 clusters Score -1084640 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1085728.875000 Penalty: 1880.586060
	Iteration 6F: 3 clusters Score -1085729 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1086580.250000 Penalty: 1880.586060
	Iteration 7F: 3 clusters Score -1086580 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1087135.750000 Penalty: 1880.586060
	Iteration 8Q: 3 clusters Score -1087136 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1087514.750000 Penalty: 1880.586060
	Iteration 9Q: 3 clusters Score -1087515 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1087764.625000 Penalty: 1880.586060
	Iteration 10Q: 3 clusters Score -1087765 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1087965.875000 Penalty: 1880.586060
	Iteration 11Q: 3 clusters Score -1087966 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1088184.000000 Penalty: 1880.586060
	Iteration 12Q: 3 clusters Score -1088184 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1088343.250000 Penalty: 1880.586060
	Iteration 13Q: 3 clusters Score -1088343 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1088444.750000 Penalty: 1880.586060
	Iteration 14Q: 3 clusters Score -1088445 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1088526.000000 Penalty: 1880.586060
	Iteration 15Q: 3 clusters Score -1088526 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1088575.250000 Penalty: 1880.586060
	Iteration 16Q: 3 clusters Score -1088575 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1088604.375000 Penalty: 1880.586060
	Iteration 17Q: 3 clusters Score -1088604 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1088630.875000 Penalty: 1880.586060
	Iteration 18Q: 3 clusters Score -1088631 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1088652.750000 Penalty: 1880.586060
	Iteration 19Q: 3 clusters Score -1088653 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1088669.875000 Penalty: 1880.586060
	Iteration 20F: 3 clusters Score -1088670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1088686.875000 Penalty: 1880.586060
	Iteration 21Q: 3 clusters Score -1088687 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1088704.250000 Penalty: 1880.586060
	Iteration 22Q: 3 clusters Score -1088704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1088714.500000 Penalty: 1880.586060
	Iteration 23Q: 3 clusters Score -1088714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1088730.500000 Penalty: 1880.586060
	Iteration 24Q: 3 clusters Score -1088730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1088743.125000 Penalty: 1880.586060
	Iteration 25Q: 3 clusters Score -1088743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1088753.875000 Penalty: 1880.586060
	Iteration 26Q: 3 clusters Score -1088754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1088762.875000 Penalty: 1880.586060
	Iteration 27Q: 3 clusters Score -1088763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1088775.875000 Penalty: 1880.586060
	Iteration 28Q: 3 clusters Score -1088776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1088788.500000 Penalty: 1880.586060
	Iteration 29Q: 3 clusters Score -1088788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1088791.000000 Penalty: 1880.586060
	Iteration 30Q: 3 clusters Score -1088791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1088798.375000 Penalty: 1880.586060
	Iteration 31Q: 3 clusters Score -1088798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1088811.000000 Penalty: 1880.586060
	Iteration 32Q: 3 clusters Score -1088811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1088811.000000 Penalty: 1880.586060
	Iteration 33Q: 3 clusters Score -1088811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1088817.500000 Penalty: 1880.586060
	Iteration 34Q: 3 clusters Score -1088818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1088827.125000 Penalty: 1880.586060
	Iteration 35Q: 3 clusters Score -1088827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1088832.000000 Penalty: 1880.586060
	Iteration 36Q: 3 clusters Score -1088832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1088837.125000 Penalty: 1880.586060
	Iteration 37Q: 3 clusters Score -1088837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1088838.750000 Penalty: 1880.586060
	Iteration 38Q: 3 clusters Score -1088839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1088844.625000 Penalty: 1880.586060
	Iteration 39Q: 3 clusters Score -1088845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1088848.125000 Penalty: 1880.586060
	Iteration 40F: 3 clusters Score -1088848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1088854.125000 Penalty: 1880.586060
	Iteration 41Q: 3 clusters Score -1088854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1088857.250000 Penalty: 1880.586060
	Iteration 42Q: 3 clusters Score -1088857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1088860.250000 Penalty: 1880.586060
	Iteration 43Q: 3 clusters Score -1088860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1088865.375000 Penalty: 1880.586060
	Iteration 44Q: 3 clusters Score -1088865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1088875.375000 Penalty: 1880.586060
	Iteration 45Q: 3 clusters Score -1088875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1088882.500000 Penalty: 1880.586060
	Iteration 46Q: 3 clusters Score -1088882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1088892.500000 Penalty: 1880.586060
	Iteration 47Q: 3 clusters Score -1088892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1088894.500000 Penalty: 1880.586060
	Iteration 48Q: 3 clusters Score -1088894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1088899.250000 Penalty: 1880.586060
	Iteration 49Q: 3 clusters Score -1088899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1088908.750000 Penalty: 1880.586060
	Iteration 50Q: 3 clusters Score -1088909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1088912.875000 Penalty: 1880.586060
	Iteration 51Q: 3 clusters Score -1088913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1088914.250000 Penalty: 1880.586060
	Iteration 52Q: 3 clusters Score -1088914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1088923.750000 Penalty: 1880.586060
	Iteration 53Q: 3 clusters Score -1088924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1088930.500000 Penalty: 1880.586060
	Iteration 54Q: 3 clusters Score -1088930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1088937.375000 Penalty: 1880.586060
	Iteration 55Q: 3 clusters Score -1088937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1088945.125000 Penalty: 1880.586060
	Iteration 56Q: 3 clusters Score -1088945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1088949.000000 Penalty: 1880.586060
	Iteration 57Q: 3 clusters Score -1088949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1088954.750000 Penalty: 1880.586060
	Iteration 58Q: 3 clusters Score -1088955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1088958.250000 Penalty: 1880.586060
	Iteration 59Q: 3 clusters Score -1088958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1088958.500000 Penalty: 1880.586060
	Iteration 60F: 3 clusters Score -1088958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1088966.500000 Penalty: 1880.586060
	Iteration 61Q: 3 clusters Score -1088966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1088967.875000 Penalty: 1880.586060
	Iteration 62Q: 3 clusters Score -1088968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1088968.375000 Penalty: 1880.586060
	Iteration 63Q: 3 clusters Score -1088968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1088967.250000 Penalty: 1880.586060
	Iteration 64Q: 3 clusters Score -1088967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1088970.625000 Penalty: 1880.586060
	Iteration 65Q: 3 clusters Score -1088971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1088977.625000 Penalty: 1880.586060
	Iteration 66Q: 3 clusters Score -1088978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1088978.625000 Penalty: 1880.586060
	Iteration 67Q: 3 clusters Score -1088979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1088980.125000 Penalty: 1880.586060
	Iteration 68Q: 3 clusters Score -1088980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1088980.875000 Penalty: 1880.586060
	Iteration 69Q: 3 clusters Score -1088981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1088981.000000 Penalty: 1880.586060
	Iteration 70Q: 3 clusters Score -1088981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1088982.000000 Penalty: 1880.586060
	Iteration 71Q: 3 clusters Score -1088982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1088978.250000 Penalty: 1880.586060
	Iteration 72Q: 3 clusters Score -1088978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1088982.000000 Penalty: 1880.586060
	Iteration 73Q: 3 clusters Score -1088982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1088984.500000 Penalty: 1880.586060
	Iteration 74Q: 3 clusters Score -1088984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1088987.125000 Penalty: 1880.586060
	Iteration 75Q: 3 clusters Score -1088987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1088990.875000 Penalty: 1880.586060
	Iteration 76Q: 3 clusters Score -1088991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1088996.125000 Penalty: 1880.586060
	Iteration 77Q: 3 clusters Score -1088996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1088996.750000 Penalty: 1880.586060
	Iteration 78Q: 3 clusters Score -1088997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1088998.750000 Penalty: 1880.586060
	Iteration 79Q: 3 clusters Score -1088999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1089000.000000 Penalty: 1880.586060
	Iteration 80F: 3 clusters Score -1089000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1089005.125000 Penalty: 1880.586060
	Iteration 81Q: 3 clusters Score -1089005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1089009.875000 Penalty: 1880.586060
	Iteration 82Q: 3 clusters Score -1089010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1089017.625000 Penalty: 1880.586060
	Iteration 83Q: 3 clusters Score -1089018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1089020.125000 Penalty: 1880.586060
	Iteration 84Q: 3 clusters Score -1089020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1089022.000000 Penalty: 1880.586060
	Iteration 85Q: 3 clusters Score -1089022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1089030.000000 Penalty: 1880.586060
	Iteration 86Q: 3 clusters Score -1089030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1089033.875000 Penalty: 1880.586060
	Iteration 87Q: 3 clusters Score -1089034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1089038.625000 Penalty: 1880.586060
	Iteration 88Q: 3 clusters Score -1089039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1089042.250000 Penalty: 1880.586060
	Iteration 89Q: 3 clusters Score -1089042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1089044.250000 Penalty: 1880.586060
	Iteration 90Q: 3 clusters Score -1089044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1089049.125000 Penalty: 1880.586060
	Iteration 91Q: 3 clusters Score -1089049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1089054.000000 Penalty: 1880.586060
	Iteration 92Q: 3 clusters Score -1089054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1089054.500000 Penalty: 1880.586060
	Iteration 93Q: 3 clusters Score -1089054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1089059.500000 Penalty: 1880.586060
	Iteration 94Q: 3 clusters Score -1089060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1089061.625000 Penalty: 1880.586060
	Iteration 95Q: 3 clusters Score -1089062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1089063.500000 Penalty: 1880.586060
	Iteration 96Q: 3 clusters Score -1089064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1089068.375000 Penalty: 1880.586060
	Iteration 97Q: 3 clusters Score -1089068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1089074.375000 Penalty: 1880.586060
	Iteration 98Q: 3 clusters Score -1089074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1089075.875000 Penalty: 1880.586060
	Iteration 99Q: 3 clusters Score -1089076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1089079.750000 Penalty: 1880.586060
	Iteration 100F: 3 clusters Score -1089080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1089082.000000 Penalty: 1880.586060
	Iteration 101Q: 3 clusters Score -1089082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1089086.750000 Penalty: 1880.586060
	Iteration 102Q: 3 clusters Score -1089087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1089092.875000 Penalty: 1880.586060
	Iteration 103Q: 3 clusters Score -1089093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1089100.125000 Penalty: 1880.586060
	Iteration 104Q: 3 clusters Score -1089100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1089105.125000 Penalty: 1880.586060
	Iteration 105Q: 3 clusters Score -1089105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1089110.125000 Penalty: 1880.586060
	Iteration 106Q: 3 clusters Score -1089110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1089112.750000 Penalty: 1880.586060
	Iteration 107Q: 3 clusters Score -1089113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1089118.500000 Penalty: 1880.586060
	Iteration 108Q: 3 clusters Score -1089118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1089120.500000 Penalty: 1880.586060
	Iteration 109Q: 3 clusters Score -1089120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1089124.500000 Penalty: 1880.586060
	Iteration 110Q: 3 clusters Score -1089124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1089127.125000 Penalty: 1880.586060
	Iteration 111Q: 3 clusters Score -1089127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1089127.500000 Penalty: 1880.586060
	Iteration 112Q: 3 clusters Score -1089128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1089129.500000 Penalty: 1880.586060
	Iteration 113Q: 3 clusters Score -1089130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1089133.125000 Penalty: 1880.586060
	Iteration 114Q: 3 clusters Score -1089133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1089136.125000 Penalty: 1880.586060
	Iteration 115Q: 3 clusters Score -1089136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1089140.000000 Penalty: 1880.586060
	Iteration 116Q: 3 clusters Score -1089140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1089139.750000 Penalty: 1880.586060
	Iteration 117Q: 3 clusters Score -1089140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1089140.125000 Penalty: 1880.586060
	Iteration 118Q: 3 clusters Score -1089140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1089138.375000 Penalty: 1880.586060
	Iteration 119Q: 3 clusters Score -1089138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1089141.625000 Penalty: 1880.586060
	Iteration 120F: 3 clusters Score -1089142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1089141.875000 Penalty: 1880.586060
	Iteration 121Q: 3 clusters Score -1089142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1089144.750000 Penalty: 1880.586060
	Iteration 122Q: 3 clusters Score -1089145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1089144.500000 Penalty: 1880.586060
	Iteration 123Q: 3 clusters Score -1089144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1089148.000000 Penalty: 1880.586060
	Iteration 124Q: 3 clusters Score -1089148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1089147.000000 Penalty: 1880.586060
	Iteration 125Q: 3 clusters Score -1089147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1089148.625000 Penalty: 1880.586060
	Iteration 126Q: 3 clusters Score -1089149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1089150.000000 Penalty: 1880.586060
	Iteration 127Q: 3 clusters Score -1089150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1089150.500000 Penalty: 1880.586060
	Iteration 128Q: 3 clusters Score -1089150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1089149.750000 Penalty: 1880.586060
	Iteration 129Q: 3 clusters Score -1089150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1089152.500000 Penalty: 1880.586060
	Iteration 130Q: 3 clusters Score -1089152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1089153.000000 Penalty: 1880.586060
	Iteration 131Q: 3 clusters Score -1089153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1089153.250000 Penalty: 1880.586060
	Iteration 132Q: 3 clusters Score -1089153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1089154.375000 Penalty: 1880.586060
	Iteration 133Q: 3 clusters Score -1089154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1089162.375000 Penalty: 1880.586060
	Iteration 134Q: 3 clusters Score -1089162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1089164.750000 Penalty: 1880.586060
	Iteration 135Q: 3 clusters Score -1089165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1089168.000000 Penalty: 1880.586060
	Iteration 136Q: 3 clusters Score -1089168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1089170.625000 Penalty: 1880.586060
	Iteration 137Q: 3 clusters Score -1089171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1089174.875000 Penalty: 1880.586060
	Iteration 138Q: 3 clusters Score -1089175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1089176.750000 Penalty: 1880.586060
	Iteration 139Q: 3 clusters Score -1089177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1089182.000000 Penalty: 1880.586060
	Iteration 140F: 3 clusters Score -1089182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1089186.625000 Penalty: 1880.586060
	Iteration 141Q: 3 clusters Score -1089187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1089189.125000 Penalty: 1880.586060
	Iteration 142Q: 3 clusters Score -1089189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1089189.500000 Penalty: 1880.586060
	Iteration 143Q: 3 clusters Score -1089190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1089192.250000 Penalty: 1880.586060
	Iteration 144Q: 3 clusters Score -1089192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1089196.875000 Penalty: 1880.586060
	Iteration 145Q: 3 clusters Score -1089197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1089203.625000 Penalty: 1880.586060
	Iteration 146Q: 3 clusters Score -1089204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1089206.750000 Penalty: 1880.586060
	Iteration 147Q: 3 clusters Score -1089207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1089205.875000 Penalty: 1880.586060
	Iteration 148Q: 3 clusters Score -1089206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1089216.250000 Penalty: 1880.586060
	Iteration 149Q: 3 clusters Score -1089216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1089223.125000 Penalty: 1880.586060
	Iteration 150Q: 3 clusters Score -1089223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1089229.500000 Penalty: 1880.586060
	Iteration 151Q: 3 clusters Score -1089230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1089234.625000 Penalty: 1880.586060
	Iteration 152Q: 3 clusters Score -1089235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1089238.500000 Penalty: 1880.586060
	Iteration 153Q: 3 clusters Score -1089238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1089243.750000 Penalty: 1880.586060
	Iteration 154Q: 3 clusters Score -1089244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1089246.125000 Penalty: 1880.586060
	Iteration 155Q: 3 clusters Score -1089246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1089248.500000 Penalty: 1880.586060
	Iteration 156Q: 3 clusters Score -1089248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1089248.125000 Penalty: 1880.586060
	Iteration 157Q: 3 clusters Score -1089248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1089255.875000 Penalty: 1880.586060
	Iteration 158Q: 3 clusters Score -1089256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1089261.750000 Penalty: 1880.586060
	Iteration 159Q: 3 clusters Score -1089262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1089266.625000 Penalty: 1880.586060
	Iteration 160F: 3 clusters Score -1089267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1089268.875000 Penalty: 1880.586060
	Iteration 161Q: 3 clusters Score -1089269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1089273.125000 Penalty: 1880.586060
	Iteration 162Q: 3 clusters Score -1089273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1089283.125000 Penalty: 1880.586060
	Iteration 163Q: 3 clusters Score -1089283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1089284.375000 Penalty: 1880.586060
	Iteration 164Q: 3 clusters Score -1089284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1089293.750000 Penalty: 1880.586060
	Iteration 165Q: 3 clusters Score -1089294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1089294.625000 Penalty: 1880.586060
	Iteration 166Q: 3 clusters Score -1089295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1089296.750000 Penalty: 1880.586060
	Iteration 167Q: 3 clusters Score -1089297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1089300.000000 Penalty: 1880.586060
	Iteration 168Q: 3 clusters Score -1089300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1089302.875000 Penalty: 1880.586060
	Iteration 169Q: 3 clusters Score -1089303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1089303.125000 Penalty: 1880.586060
	Iteration 170Q: 3 clusters Score -1089303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1089302.375000 Penalty: 1880.586060
	Iteration 171Q: 3 clusters Score -1089302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -1089302.875000 Penalty: 1880.586060
	Iteration 172Q: 3 clusters Score -1089303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1089306.250000 Penalty: 1880.586060
	Iteration 173Q: 3 clusters Score -1089306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1089305.000000 Penalty: 1880.586060
	Iteration 174Q: 3 clusters Score -1089305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1089305.000000 Penalty: 1880.586060
	Iteration 175F: 3 clusters Score -1089305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Entering Unmasked Estep 
Score: -647892.875000 Penalty: 888.704773
	Iteration 0F: 2 clusters Score -647892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -640086.500000 Penalty: 1777.409546
	Iteration 0F: 3 clusters Score -640086.5 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -643145.562500 Penalty: 1777.409546
	Iteration 1F: 3 clusters Score -643145.6 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -643717.562500 Penalty: 1777.409546
	Iteration 2F: 3 clusters Score -643717.6 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -644471.375000 Penalty: 1777.409546
	Iteration 3F: 3 clusters Score -644471.4 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -645378.375000 Penalty: 1777.409546
	Iteration 4F: 3 clusters Score -645378.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -646240.000000 Penalty: 1777.409546
	Iteration 5F: 3 clusters Score -646240 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -646850.687500 Penalty: 1777.409546
	Iteration 6F: 3 clusters Score -646850.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -647189.062500 Penalty: 1777.409546
	Iteration 7Q: 3 clusters Score -647189.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -647388.312500 Penalty: 1777.409546
	Iteration 8Q: 3 clusters Score -647388.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -647513.750000 Penalty: 1777.409546
	Iteration 9Q: 3 clusters Score -647513.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -647599.937500 Penalty: 1777.409546
	Iteration 10Q: 3 clusters Score -647599.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -647639.000000 Penalty: 1777.409546
	Iteration 11Q: 3 clusters Score -647639 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -647667.812500 Penalty: 1777.409546
	Iteration 12Q: 3 clusters Score -647667.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -647686.687500 Penalty: 1777.409546
	Iteration 13Q: 3 clusters Score -647686.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -647701.125000 Penalty: 1777.409546
	Iteration 14Q: 3 clusters Score -647701.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -647706.625000 Penalty: 1777.409546
	Iteration 15Q: 3 clusters Score -647706.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -647713.000000 Penalty: 1777.409546
	Iteration 16Q: 3 clusters Score -647713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -647717.000000 Penalty: 1777.409546
	Iteration 17Q: 3 clusters Score -647717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -647720.750000 Penalty: 1777.409546
	Iteration 18Q: 3 clusters Score -647720.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -647721.625000 Penalty: 1777.409546
	Iteration 19Q: 3 clusters Score -647721.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -647722.875000 Penalty: 1777.409546
	Iteration 20F: 3 clusters Score -647722.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -647725.812500 Penalty: 1777.409546
	Iteration 21Q: 3 clusters Score -647725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -647725.375000 Penalty: 1777.409546
	Iteration 22Q: 3 clusters Score -647725.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -647727.875000 Penalty: 1777.409546
	Iteration 23Q: 3 clusters Score -647727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -647727.812500 Penalty: 1777.409546
	Iteration 24Q: 3 clusters Score -647727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -647728.062500 Penalty: 1777.409546
	Iteration 25Q: 3 clusters Score -647728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -647727.625000 Penalty: 1777.409546
	Iteration 26Q: 3 clusters Score -647727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -647726.437500 Penalty: 1777.409546
	Iteration 27Q: 3 clusters Score -647726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -647726.062500 Penalty: 1777.409546
	Iteration 28Q: 3 clusters Score -647726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -647726.187500 Penalty: 1777.409546
	Iteration 29Q: 3 clusters Score -647726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -647727.437500 Penalty: 1777.409546
	Iteration 30Q: 3 clusters Score -647727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -647730.437500 Penalty: 1777.409546
	Iteration 31Q: 3 clusters Score -647730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -647731.000000 Penalty: 1777.409546
	Iteration 32Q: 3 clusters Score -647731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -647728.187500 Penalty: 1777.409546
	Iteration 33Q: 3 clusters Score -647728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -647727.937500 Penalty: 1777.409546
	Iteration 34Q: 3 clusters Score -647727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -647728.750000 Penalty: 1777.409546
	Iteration 35Q: 3 clusters Score -647728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -647729.375000 Penalty: 1777.409546
	Iteration 36Q: 3 clusters Score -647729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -647729.500000 Penalty: 1777.409546
	Iteration 37Q: 3 clusters Score -647729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -647730.625000 Penalty: 1777.409546
	Iteration 38Q: 3 clusters Score -647730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -647730.375000 Penalty: 1777.409546
	Iteration 39Q: 3 clusters Score -647730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -647730.562500 Penalty: 1777.409546
	Iteration 40F: 3 clusters Score -647730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -647730.375000 Penalty: 1777.409546
	Iteration 41Q: 3 clusters Score -647730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -647730.625000 Penalty: 1777.409546
	Iteration 42Q: 3 clusters Score -647730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -647731.937500 Penalty: 1777.409546
	Iteration 43Q: 3 clusters Score -647731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -647731.812500 Penalty: 1777.409546
	Iteration 44Q: 3 clusters Score -647731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -647732.125000 Penalty: 1777.409546
	Iteration 45Q: 3 clusters Score -647732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -647733.125000 Penalty: 1777.409546
	Iteration 46Q: 3 clusters Score -647733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -647733.312500 Penalty: 1777.409546
	Iteration 47Q: 3 clusters Score -647733.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -647733.562500 Penalty: 1777.409546
	Iteration 48Q: 3 clusters Score -647733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -647733.687500 Penalty: 1777.409546
	Iteration 49Q: 3 clusters Score -647733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -647733.687500 Penalty: 1777.409546
	Iteration 50F: 3 clusters Score -647733.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Entering Unmasked Estep 
Score: -494045.812500 Penalty: 868.820801
	Iteration 0F: 2 clusters Score -494045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -487552.468750 Penalty: 1737.641602
	Iteration 0F: 3 clusters Score -487552.5 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -490216.000000 Penalty: 1737.641602
	Iteration 1F: 3 clusters Score -490216 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -490697.937500 Penalty: 1737.641602
	Iteration 2F: 3 clusters Score -490697.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -491227.375000 Penalty: 1737.641602
	Iteration 3F: 3 clusters Score -491227.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -491720.812500 Penalty: 1737.641602
	Iteration 4F: 3 clusters Score -491720.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -492113.968750 Penalty: 1737.641602
	Iteration 5F: 3 clusters Score -492114 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -492408.312500 Penalty: 1737.641602
	Iteration 6F: 3 clusters Score -492408.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -492598.968750 Penalty: 1737.641602
	Iteration 7Q: 3 clusters Score -492599 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -492735.343750 Penalty: 1737.641602
	Iteration 8Q: 3 clusters Score -492735.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -492826.531250 Penalty: 1737.641602
	Iteration 9Q: 3 clusters Score -492826.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -492894.000000 Penalty: 1737.641602
	Iteration 10Q: 3 clusters Score -492894 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -492956.750000 Penalty: 1737.641602
	Iteration 11Q: 3 clusters Score -492956.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -493012.531250 Penalty: 1737.641602
	Iteration 12Q: 3 clusters Score -493012.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -493065.812500 Penalty: 1737.641602
	Iteration 13Q: 3 clusters Score -493065.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -493091.656250 Penalty: 1737.641602
	Iteration 14Q: 3 clusters Score -493091.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -493108.343750 Penalty: 1737.641602
	Iteration 15Q: 3 clusters Score -493108.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -493119.843750 Penalty: 1737.641602
	Iteration 16Q: 3 clusters Score -493119.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -493128.062500 Penalty: 1737.641602
	Iteration 17Q: 3 clusters Score -493128.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -493129.750000 Penalty: 1737.641602
	Iteration 18Q: 3 clusters Score -493129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -493134.000000 Penalty: 1737.641602
	Iteration 19Q: 3 clusters Score -493134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -493136.187500 Penalty: 1737.641602
	Iteration 20F: 3 clusters Score -493136.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -493139.218750 Penalty: 1737.641602
	Iteration 21Q: 3 clusters Score -493139.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -493142.343750 Penalty: 1737.641602
	Iteration 22Q: 3 clusters Score -493142.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -493143.500000 Penalty: 1737.641602
	Iteration 23Q: 3 clusters Score -493143.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -493146.968750 Penalty: 1737.641602
	Iteration 24Q: 3 clusters Score -493147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -493148.250000 Penalty: 1737.641602
	Iteration 25Q: 3 clusters Score -493148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -493150.000000 Penalty: 1737.641602
	Iteration 26Q: 3 clusters Score -493150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -493152.531250 Penalty: 1737.641602
	Iteration 27Q: 3 clusters Score -493152.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -493155.093750 Penalty: 1737.641602
	Iteration 28Q: 3 clusters Score -493155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -493156.125000 Penalty: 1737.641602
	Iteration 29Q: 3 clusters Score -493156.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -493156.625000 Penalty: 1737.641602
	Iteration 30Q: 3 clusters Score -493156.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -493157.062500 Penalty: 1737.641602
	Iteration 31Q: 3 clusters Score -493157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -493157.906250 Penalty: 1737.641602
	Iteration 32Q: 3 clusters Score -493157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -493157.593750 Penalty: 1737.641602
	Iteration 33Q: 3 clusters Score -493157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -493157.687500 Penalty: 1737.641602
	Iteration 34Q: 3 clusters Score -493157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -493158.062500 Penalty: 1737.641602
	Iteration 35Q: 3 clusters Score -493158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -493158.062500 Penalty: 1737.641602
	Iteration 36F: 3 clusters Score -493158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 22470 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 3757 members 
Mstep: Class 5 contains 5196 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 8 contains 74143 members 
Mstep: Class 9 contains 8710 members 
Mstep: Class 10 contains 48083 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 5672 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 19537 members 
Mstep: Class 15 contains 148834 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 16027 members 
Mstep: Class 18 contains 18482 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 4951 members 
Mstep: Class 21 contains 19887 members 
Mstep: Class 22 contains 11554 members 
Mstep: Class 24 contains 9372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38615448.000000 Penalty: 29521.113281
Iteration 39Q: 24 clusters Score -3.861545e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 3785 members 
Mstep: Class 5 contains 5337 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 282951 members 
Mstep: Class 8 contains 74266 members 
Mstep: Class 9 contains 8680 members 
Mstep: Class 10 contains 45624 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 5566 members 
Mstep: Class 13 contains 2995 members 
Mstep: Class 14 contains 19429 members 
Mstep: Class 15 contains 148268 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 16028 members 
Mstep: Class 18 contains 18574 members 
Mstep: Class 19 contains 10975 members 
Mstep: Class 20 contains 4960 members 
Mstep: Class 21 contains 19616 members 
Mstep: Class 22 contains 11304 members 
Mstep: Class 24 contains 9323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38616812.000000 Penalty: 29521.113281
Iteration 40F: 24 clusters Score -3.861681e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 22827 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 5558 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 285607 members 
Mstep: Class 8 contains 74459 members 
Mstep: Class 9 contains 8552 members 
Mstep: Class 10 contains 43427 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 2982 members 
Mstep: Class 14 contains 19307 members 
Mstep: Class 15 contains 147521 members 
Mstep: Class 16 contains 1805 members 
Mstep: Class 17 contains 16192 members 
Mstep: Class 18 contains 18710 members 
Mstep: Class 19 contains 11358 members 
Mstep: Class 20 contains 4951 members 
Mstep: Class 21 contains 19404 members 
Mstep: Class 22 contains 11056 members 
Mstep: Class 24 contains 9178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38617856.000000 Penalty: 29521.113281
Iteration 41Q: 24 clusters Score -3.861786e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 22985 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 4170 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 287707 members 
Mstep: Class 8 contains 74710 members 
Mstep: Class 9 contains 8391 members 
Mstep: Class 10 contains 41566 members 
Mstep: Class 11 contains 15521 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 14 contains 19183 members 
Mstep: Class 15 contains 146719 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 16499 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 4960 members 
Mstep: Class 21 contains 19235 members 
Mstep: Class 22 contains 10787 members 
Mstep: Class 24 contains 9043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38618728.000000 Penalty: 29521.113281
Iteration 42Q: 24 clusters Score -3.861873e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 4204 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 6175 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 289382 members 
Mstep: Class 8 contains 74958 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 39928 members 
Mstep: Class 11 contains 15485 members 
Mstep: Class 12 contains 4783 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 19065 members 
Mstep: Class 15 contains 145888 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 16936 members 
Mstep: Class 18 contains 18950 members 
Mstep: Class 19 contains 12032 members 
Mstep: Class 20 contains 4965 members 
Mstep: Class 21 contains 19093 members 
Mstep: Class 22 contains 10540 members 
Mstep: Class 24 contains 8931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38619624.000000 Penalty: 29521.113281
Iteration 43Q: 24 clusters Score -3.861962e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 23325 members 
Mstep: Class 3 contains 4205 members 
Mstep: Class 4 contains 4575 members 
Mstep: Class 5 contains 6559 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 7 contains 290743 members 
Mstep: Class 8 contains 75210 members 
Mstep: Class 9 contains 8017 members 
Mstep: Class 10 contains 38461 members 
Mstep: Class 11 contains 15443 members 
Mstep: Class 12 contains 4601 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 18932 members 
Mstep: Class 15 contains 145103 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 17424 members 
Mstep: Class 18 contains 19104 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 4956 members 
Mstep: Class 21 contains 18967 members 
Mstep: Class 22 contains 10261 members 
Mstep: Class 24 contains 8827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38620112.000000 Penalty: 29521.113281
Iteration 44Q: 24 clusters Score -3.862011e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 23526 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 6999 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 291791 members 
Mstep: Class 8 contains 75446 members 
Mstep: Class 9 contains 7858 members 
Mstep: Class 10 contains 37169 members 
Mstep: Class 11 contains 15411 members 
Mstep: Class 12 contains 4439 members 
Mstep: Class 13 contains 2936 members 
Mstep: Class 14 contains 18785 members 
Mstep: Class 15 contains 144341 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 17953 members 
Mstep: Class 18 contains 19265 members 
Mstep: Class 19 contains 12524 members 
Mstep: Class 20 contains 4946 members 
Mstep: Class 21 contains 18863 members 
Mstep: Class 22 contains 9970 members 
Mstep: Class 24 contains 8737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621124.000000 Penalty: 29521.113281
Iteration 45Q: 24 clusters Score -3.862112e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 23732 members 
Mstep: Class 3 contains 4205 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 7424 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 292613 members 
Mstep: Class 8 contains 75701 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 36053 members 
Mstep: Class 11 contains 15382 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 2937 members 
Mstep: Class 14 contains 18610 members 
Mstep: Class 15 contains 143575 members 
Mstep: Class 16 contains 1743 members 
Mstep: Class 17 contains 18531 members 
Mstep: Class 18 contains 19409 members 
Mstep: Class 19 contains 12710 members 
Mstep: Class 20 contains 4934 members 
Mstep: Class 21 contains 18750 members 
Mstep: Class 22 contains 9681 members 
Mstep: Class 24 contains 8656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38621712.000000 Penalty: 29521.113281
Iteration 46Q: 24 clusters Score -3.862171e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 23952 members 
Mstep: Class 3 contains 4210 members 
Mstep: Class 4 contains 5189 members 
Mstep: Class 5 contains 7817 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 293328 members 
Mstep: Class 8 contains 75946 members 
Mstep: Class 9 contains 7576 members 
Mstep: Class 10 contains 35095 members 
Mstep: Class 11 contains 15348 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 2944 members 
Mstep: Class 14 contains 18439 members 
Mstep: Class 15 contains 142751 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 19130 members 
Mstep: Class 18 contains 19557 members 
Mstep: Class 19 contains 12883 members 
Mstep: Class 20 contains 4918 members 
Mstep: Class 21 contains 18641 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 24 contains 8583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38622548.000000 Penalty: 29521.113281
Iteration 47Q: 24 clusters Score -3.862255e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 24169 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 5369 members 
Mstep: Class 5 contains 8169 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 293871 members 
Mstep: Class 8 contains 76151 members 
Mstep: Class 9 contains 7467 members 
Mstep: Class 10 contains 34226 members 
Mstep: Class 11 contains 15333 members 
Mstep: Class 12 contains 4098 members 
Mstep: Class 13 contains 2965 members 
Mstep: Class 14 contains 18282 members 
Mstep: Class 15 contains 142009 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 19744 members 
Mstep: Class 18 contains 19713 members 
Mstep: Class 19 contains 12991 members 
Mstep: Class 20 contains 4911 members 
Mstep: Class 21 contains 18531 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 24 contains 8520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623004.000000 Penalty: 29521.113281
Iteration 48Q: 24 clusters Score -3.8623e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 24376 members 
Mstep: Class 3 contains 4235 members 
Mstep: Class 4 contains 5554 members 
Mstep: Class 5 contains 8462 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 294289 members 
Mstep: Class 8 contains 76353 members 
Mstep: Class 9 contains 7385 members 
Mstep: Class 10 contains 33448 members 
Mstep: Class 11 contains 15311 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 2984 members 
Mstep: Class 14 contains 18106 members 
Mstep: Class 15 contains 141347 members 
Mstep: Class 16 contains 1718 members 
Mstep: Class 17 contains 20375 members 
Mstep: Class 18 contains 19848 members 
Mstep: Class 19 contains 13066 members 
Mstep: Class 20 contains 4886 members 
Mstep: Class 21 contains 18448 members 
Mstep: Class 22 contains 8929 members 
Mstep: Class 24 contains 8457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623488.000000 Penalty: 29521.113281
Iteration 49Q: 24 clusters Score -3.862349e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 24563 members 
Mstep: Class 3 contains 4225 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 8726 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 294621 members 
Mstep: Class 8 contains 76571 members 
Mstep: Class 9 contains 7312 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 15291 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 17949 members 
Mstep: Class 15 contains 140685 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 20988 members 
Mstep: Class 18 contains 20001 members 
Mstep: Class 19 contains 13125 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 18401 members 
Mstep: Class 22 contains 8660 members 
Mstep: Class 24 contains 8410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38623788.000000 Penalty: 29521.113281
Iteration 50Q: 24 clusters Score -3.862379e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 24730 members 
Mstep: Class 3 contains 4227 members 
Mstep: Class 4 contains 5878 members 
Mstep: Class 5 contains 8951 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 294792 members 
Mstep: Class 8 contains 76822 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 32186 members 
Mstep: Class 11 contains 15278 members 
Mstep: Class 12 contains 3967 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 17809 members 
Mstep: Class 15 contains 140103 members 
Mstep: Class 16 contains 1737 members 
Mstep: Class 17 contains 21622 members 
Mstep: Class 18 contains 20136 members 
Mstep: Class 19 contains 13153 members 
Mstep: Class 20 contains 4860 members 
Mstep: Class 21 contains 18340 members 
Mstep: Class 22 contains 8389 members 
Mstep: Class 24 contains 8365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624104.000000 Penalty: 29521.113281
Iteration 51Q: 24 clusters Score -3.86241e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 24874 members 
Mstep: Class 3 contains 4226 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 9131 members 
Mstep: Class 6 contains 1479 members 
Mstep: Class 7 contains 294854 members 
Mstep: Class 8 contains 77107 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 31681 members 
Mstep: Class 11 contains 15257 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 2990 members 
Mstep: Class 14 contains 17685 members 
Mstep: Class 15 contains 139620 members 
Mstep: Class 16 contains 1743 members 
Mstep: Class 17 contains 22229 members 
Mstep: Class 18 contains 20286 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 18304 members 
Mstep: Class 22 contains 8077 members 
Mstep: Class 24 contains 8329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624680.000000 Penalty: 29521.113281
Iteration 52Q: 24 clusters Score -3.862468e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 24999 members 
Mstep: Class 3 contains 4230 members 
Mstep: Class 4 contains 6150 members 
Mstep: Class 5 contains 9295 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 7 contains 294952 members 
Mstep: Class 8 contains 77404 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 31200 members 
Mstep: Class 11 contains 15234 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 2984 members 
Mstep: Class 14 contains 17576 members 
Mstep: Class 15 contains 139197 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 22776 members 
Mstep: Class 18 contains 20430 members 
Mstep: Class 19 contains 13174 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 18252 members 
Mstep: Class 22 contains 7763 members 
Mstep: Class 24 contains 8298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38624896.000000 Penalty: 29521.113281
Iteration 53Q: 24 clusters Score -3.86249e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 25125 members 
Mstep: Class 3 contains 4238 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 9408 members 
Mstep: Class 6 contains 1465 members 
Mstep: Class 7 contains 294996 members 
Mstep: Class 8 contains 77672 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 30800 members 
Mstep: Class 11 contains 15216 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 17464 members 
Mstep: Class 15 contains 138789 members 
Mstep: Class 16 contains 1747 members 
Mstep: Class 17 contains 23324 members 
Mstep: Class 18 contains 20585 members 
Mstep: Class 19 contains 13169 members 
Mstep: Class 20 contains 4811 members 
Mstep: Class 21 contains 18211 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 24 contains 8279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625364.000000 Penalty: 29521.113281
Iteration 54Q: 24 clusters Score -3.862536e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 25259 members 
Mstep: Class 3 contains 4232 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 9499 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 295028 members 
Mstep: Class 8 contains 77856 members 
Mstep: Class 9 contains 7083 members 
Mstep: Class 10 contains 30454 members 
Mstep: Class 11 contains 15201 members 
Mstep: Class 12 contains 3947 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 17349 members 
Mstep: Class 15 contains 138434 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 23840 members 
Mstep: Class 18 contains 20763 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4772 members 
Mstep: Class 21 contains 18165 members 
Mstep: Class 22 contains 7227 members 
Mstep: Class 24 contains 8250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625764.000000 Penalty: 29521.113281
Iteration 55Q: 24 clusters Score -3.862576e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 25367 members 
Mstep: Class 3 contains 4232 members 
Mstep: Class 4 contains 6496 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 295099 members 
Mstep: Class 8 contains 77970 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 30110 members 
Mstep: Class 11 contains 15176 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 2957 members 
Mstep: Class 14 contains 17249 members 
Mstep: Class 15 contains 138123 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 24320 members 
Mstep: Class 18 contains 20937 members 
Mstep: Class 19 contains 13158 members 
Mstep: Class 20 contains 4742 members 
Mstep: Class 21 contains 18112 members 
Mstep: Class 22 contains 7011 members 
Mstep: Class 24 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38625808.000000 Penalty: 29521.113281
Iteration 56Q: 24 clusters Score -3.862581e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 25463 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 9669 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 295163 members 
Mstep: Class 8 contains 78070 members 
Mstep: Class 9 contains 7026 members 
Mstep: Class 10 contains 29811 members 
Mstep: Class 11 contains 15163 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 17165 members 
Mstep: Class 15 contains 137846 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 24742 members 
Mstep: Class 18 contains 21092 members 
Mstep: Class 19 contains 13145 members 
Mstep: Class 20 contains 4714 members 
Mstep: Class 21 contains 18076 members 
Mstep: Class 22 contains 6829 members 
Mstep: Class 24 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626036.000000 Penalty: 29521.113281
Iteration 57Q: 24 clusters Score -3.862604e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 25562 members 
Mstep: Class 3 contains 4226 members 
Mstep: Class 4 contains 6660 members 
Mstep: Class 5 contains 9721 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 295197 members 
Mstep: Class 8 contains 78148 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 29541 members 
Mstep: Class 11 contains 15155 members 
Mstep: Class 12 contains 3920 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 17076 members 
Mstep: Class 15 contains 137584 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 21242 members 
Mstep: Class 19 contains 13145 members 
Mstep: Class 20 contains 4703 members 
Mstep: Class 21 contains 18036 members 
Mstep: Class 22 contains 6668 members 
Mstep: Class 24 contains 8173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626300.000000 Penalty: 29521.113281
Iteration 58Q: 24 clusters Score -3.86263e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 25660 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 6740 members 
Mstep: Class 5 contains 9768 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 295224 members 
Mstep: Class 8 contains 78210 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 29255 members 
Mstep: Class 11 contains 15146 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 16991 members 
Mstep: Class 15 contains 137388 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 21381 members 
Mstep: Class 19 contains 13149 members 
Mstep: Class 20 contains 4674 members 
Mstep: Class 21 contains 17999 members 
Mstep: Class 22 contains 6542 members 
Mstep: Class 24 contains 8152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626436.000000 Penalty: 29521.113281
Iteration 59Q: 24 clusters Score -3.862644e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 25770 members 
Mstep: Class 3 contains 4225 members 
Mstep: Class 4 contains 6806 members 
Mstep: Class 5 contains 9789 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 295227 members 
Mstep: Class 8 contains 78258 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 28998 members 
Mstep: Class 11 contains 15140 members 
Mstep: Class 12 contains 3894 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 16900 members 
Mstep: Class 15 contains 137226 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 25847 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 13149 members 
Mstep: Class 20 contains 4646 members 
Mstep: Class 21 contains 17968 members 
Mstep: Class 22 contains 6444 members 
Mstep: Class 24 contains 8143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626472.000000 Penalty: 29521.113281
Iteration 60F: 24 clusters Score -3.862647e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 25880 members 
Mstep: Class 3 contains 4215 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 9810 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 295170 members 
Mstep: Class 8 contains 78320 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 28766 members 
Mstep: Class 11 contains 15131 members 
Mstep: Class 12 contains 3882 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 14 contains 16809 members 
Mstep: Class 15 contains 137089 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 26160 members 
Mstep: Class 18 contains 21611 members 
Mstep: Class 19 contains 13150 members 
Mstep: Class 20 contains 4623 members 
Mstep: Class 21 contains 17951 members 
Mstep: Class 22 contains 6346 members 
Mstep: Class 24 contains 8127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626624.000000 Penalty: 29521.113281
Iteration 61Q: 24 clusters Score -3.862662e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 25984 members 
Mstep: Class 3 contains 4209 members 
Mstep: Class 4 contains 6951 members 
Mstep: Class 5 contains 9815 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 295104 members 
Mstep: Class 8 contains 78362 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 28564 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 2964 members 
Mstep: Class 14 contains 16718 members 
Mstep: Class 15 contains 136980 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 26465 members 
Mstep: Class 18 contains 21711 members 
Mstep: Class 19 contains 13147 members 
Mstep: Class 20 contains 4605 members 
Mstep: Class 21 contains 17936 members 
Mstep: Class 22 contains 6256 members 
Mstep: Class 24 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626644.000000 Penalty: 29521.113281
Iteration 62Q: 24 clusters Score -3.862664e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 26091 members 
Mstep: Class 3 contains 4200 members 
Mstep: Class 4 contains 7013 members 
Mstep: Class 5 contains 9831 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 295046 members 
Mstep: Class 8 contains 78393 members 
Mstep: Class 9 contains 6988 members 
Mstep: Class 10 contains 28372 members 
Mstep: Class 11 contains 15111 members 
Mstep: Class 12 contains 3858 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 16621 members 
Mstep: Class 15 contains 136898 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 26733 members 
Mstep: Class 18 contains 21798 members 
Mstep: Class 19 contains 13144 members 
Mstep: Class 20 contains 4590 members 
Mstep: Class 21 contains 17924 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 24 contains 8106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626652.000000 Penalty: 29521.113281
Iteration 63Q: 24 clusters Score -3.862665e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 26196 members 
Mstep: Class 3 contains 4195 members 
Mstep: Class 4 contains 7066 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 295026 members 
Mstep: Class 8 contains 78418 members 
Mstep: Class 9 contains 6982 members 
Mstep: Class 10 contains 28192 members 
Mstep: Class 11 contains 15105 members 
Mstep: Class 12 contains 3847 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 14 contains 16524 members 
Mstep: Class 15 contains 136812 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 26978 members 
Mstep: Class 18 contains 21872 members 
Mstep: Class 19 contains 13136 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 17910 members 
Mstep: Class 22 contains 6120 members 
Mstep: Class 24 contains 8097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626700.000000 Penalty: 29521.113281
Iteration 64Q: 24 clusters Score -3.86267e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 26296 members 
Mstep: Class 3 contains 4185 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 295028 members 
Mstep: Class 8 contains 78436 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 28025 members 
Mstep: Class 11 contains 15100 members 
Mstep: Class 12 contains 3837 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 16422 members 
Mstep: Class 15 contains 136745 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 27190 members 
Mstep: Class 18 contains 21949 members 
Mstep: Class 19 contains 13133 members 
Mstep: Class 20 contains 4548 members 
Mstep: Class 21 contains 17889 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 24 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38626856.000000 Penalty: 29521.113281
Iteration 65Q: 24 clusters Score -3.862686e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 26380 members 
Mstep: Class 3 contains 4175 members 
Mstep: Class 4 contains 7141 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 295020 members 
Mstep: Class 8 contains 78437 members 
Mstep: Class 9 contains 6987 members 
Mstep: Class 10 contains 27885 members 
Mstep: Class 11 contains 15093 members 
Mstep: Class 12 contains 3821 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 136681 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 27399 members 
Mstep: Class 18 contains 22028 members 
Mstep: Class 19 contains 13136 members 
Mstep: Class 20 contains 4536 members 
Mstep: Class 21 contains 17858 members 
Mstep: Class 22 contains 6020 members 
Mstep: Class 24 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627032.000000 Penalty: 29521.113281
Iteration 66Q: 24 clusters Score -3.862703e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 26480 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 7168 members 
Mstep: Class 5 contains 9871 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 295001 members 
Mstep: Class 8 contains 78435 members 
Mstep: Class 9 contains 6993 members 
Mstep: Class 10 contains 27765 members 
Mstep: Class 11 contains 15089 members 
Mstep: Class 12 contains 3813 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 14 contains 16257 members 
Mstep: Class 15 contains 136615 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 27602 members 
Mstep: Class 18 contains 22108 members 
Mstep: Class 19 contains 13132 members 
Mstep: Class 20 contains 4527 members 
Mstep: Class 21 contains 17818 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 24 contains 8078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627048.000000 Penalty: 29521.113281
Iteration 67Q: 24 clusters Score -3.862705e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 26568 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 7187 members 
Mstep: Class 5 contains 9884 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 295002 members 
Mstep: Class 8 contains 78423 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 15089 members 
Mstep: Class 12 contains 3802 members 
Mstep: Class 13 contains 2961 members 
Mstep: Class 14 contains 16181 members 
Mstep: Class 15 contains 136560 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 27780 members 
Mstep: Class 18 contains 22184 members 
Mstep: Class 19 contains 13131 members 
Mstep: Class 20 contains 4520 members 
Mstep: Class 21 contains 17781 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 24 contains 8071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627080.000000 Penalty: 29521.113281
Iteration 68Q: 24 clusters Score -3.862708e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 26657 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 7215 members 
Mstep: Class 5 contains 9900 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 294997 members 
Mstep: Class 8 contains 78407 members 
Mstep: Class 9 contains 7003 members 
Mstep: Class 10 contains 27535 members 
Mstep: Class 11 contains 15089 members 
Mstep: Class 12 contains 3794 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 16098 members 
Mstep: Class 15 contains 136526 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 27934 members 
Mstep: Class 18 contains 22255 members 
Mstep: Class 19 contains 13127 members 
Mstep: Class 20 contains 4510 members 
Mstep: Class 21 contains 17761 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 24 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627164.000000 Penalty: 29521.113281
Iteration 69Q: 24 clusters Score -3.862716e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 26742 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 7235 members 
Mstep: Class 5 contains 9900 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 294969 members 
Mstep: Class 8 contains 78404 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 27433 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 16024 members 
Mstep: Class 15 contains 136492 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 28069 members 
Mstep: Class 18 contains 22332 members 
Mstep: Class 19 contains 13131 members 
Mstep: Class 20 contains 4500 members 
Mstep: Class 21 contains 17743 members 
Mstep: Class 22 contains 5860 members 
Mstep: Class 24 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627260.000000 Penalty: 29521.113281
Iteration 70Q: 24 clusters Score -3.862726e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 26837 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 7259 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 294957 members 
Mstep: Class 8 contains 78407 members 
Mstep: Class 9 contains 7016 members 
Mstep: Class 10 contains 27346 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 2947 members 
Mstep: Class 14 contains 15935 members 
Mstep: Class 15 contains 136452 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 28188 members 
Mstep: Class 18 contains 22397 members 
Mstep: Class 19 contains 13138 members 
Mstep: Class 20 contains 4493 members 
Mstep: Class 21 contains 17723 members 
Mstep: Class 22 contains 5821 members 
Mstep: Class 24 contains 8058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627232.000000 Penalty: 29521.113281
Iteration 71Q: 24 clusters Score -3.862723e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 26936 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 7284 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 294955 members 
Mstep: Class 8 contains 78411 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 27260 members 
Mstep: Class 11 contains 15085 members 
Mstep: Class 12 contains 3763 members 
Mstep: Class 13 contains 2937 members 
Mstep: Class 14 contains 15834 members 
Mstep: Class 15 contains 136420 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 28292 members 
Mstep: Class 18 contains 22473 members 
Mstep: Class 19 contains 13149 members 
Mstep: Class 20 contains 4485 members 
Mstep: Class 21 contains 17711 members 
Mstep: Class 22 contains 5773 members 
Mstep: Class 24 contains 8047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627252.000000 Penalty: 29521.113281
Iteration 72Q: 24 clusters Score -3.862725e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 294962 members 
Mstep: Class 8 contains 78401 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 10 contains 27180 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3753 members 
Mstep: Class 13 contains 2931 members 
Mstep: Class 14 contains 15731 members 
Mstep: Class 15 contains 136393 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 28406 members 
Mstep: Class 18 contains 22540 members 
Mstep: Class 19 contains 13156 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 21 contains 17696 members 
Mstep: Class 22 contains 5727 members 
Mstep: Class 24 contains 8041 members 
Entering Unmasked Estep 
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Iteration 73Q: 24 clusters Score -3.862717e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 27136 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 7312 members 
Mstep: Class 5 contains 9922 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 294918 members 
Mstep: Class 8 contains 78385 members 
Mstep: Class 9 contains 7039 members 
Mstep: Class 10 contains 27122 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 2931 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 136378 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 22616 members 
Mstep: Class 19 contains 13161 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 17683 members 
Mstep: Class 22 contains 5679 members 
Mstep: Class 24 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627156.000000 Penalty: 29521.113281
Iteration 74Q: 24 clusters Score -3.862716e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 27247 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 294875 members 
Mstep: Class 8 contains 78363 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 27067 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 2931 members 
Mstep: Class 14 contains 15515 members 
Mstep: Class 15 contains 136354 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 28640 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 13164 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 17663 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 24 contains 8034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627116.000000 Penalty: 29521.113281
Iteration 75Q: 24 clusters Score -3.862712e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 27345 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 294872 members 
Mstep: Class 8 contains 78346 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 10 contains 27002 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 3736 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 15419 members 
Mstep: Class 15 contains 136336 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 28730 members 
Mstep: Class 18 contains 22783 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4439 members 
Mstep: Class 21 contains 17648 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 24 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627288.000000 Penalty: 29521.113281
Iteration 76Q: 24 clusters Score -3.862729e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 27442 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 294840 members 
Mstep: Class 8 contains 78319 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 26944 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 15323 members 
Mstep: Class 15 contains 136327 members 
Mstep: Class 16 contains 1768 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 22880 members 
Mstep: Class 19 contains 13161 members 
Mstep: Class 20 contains 4425 members 
Mstep: Class 21 contains 17640 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 24 contains 8031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627336.000000 Penalty: 29521.113281
Iteration 77Q: 24 clusters Score -3.862734e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 27521 members 
Mstep: Class 3 contains 4128 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 9972 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 7 contains 294815 members 
Mstep: Class 8 contains 78300 members 
Mstep: Class 9 contains 7102 members 
Mstep: Class 10 contains 26887 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 15226 members 
Mstep: Class 15 contains 136318 members 
Mstep: Class 16 contains 1768 members 
Mstep: Class 17 contains 28901 members 
Mstep: Class 18 contains 22978 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 21 contains 17629 members 
Mstep: Class 22 contains 5471 members 
Mstep: Class 24 contains 8031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38627340.000000 Penalty: 29521.113281
Iteration 78Q: 24 clusters Score -3.862734e+07 nChanged 506
Entering ConstructFrom: 
Score: -38627340.000000 Penalty: 29521.113281
Entering ConstructFrom: 
Trying to split cluster 1 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -232817.531250 Penalty: 794.473206
	Iteration 0F: 2 clusters Score -232817.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -229734.875000 Penalty: 1588.946411
	Iteration 0F: 3 clusters Score -229734.9 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -230728.500000 Penalty: 1588.946411
	Iteration 1F: 3 clusters Score -230728.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -230865.843750 Penalty: 1588.946411
	Iteration 2F: 3 clusters Score -230865.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -230979.593750 Penalty: 1588.946411
	Iteration 3F: 3 clusters Score -230979.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -231087.453125 Penalty: 1588.946411
	Iteration 4F: 3 clusters Score -231087.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -231186.625000 Penalty: 1588.946411
	Iteration 5Q: 3 clusters Score -231186.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -231307.359375 Penalty: 1588.946411
	Iteration 6Q: 3 clusters Score -231307.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -231424.203125 Penalty: 1588.946411
	Iteration 7Q: 3 clusters Score -231424.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -231525.140625 Penalty: 1588.946411
	Iteration 8Q: 3 clusters Score -231525.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -231613.796875 Penalty: 1588.946411
	Iteration 9Q: 3 clusters Score -231613.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -231686.984375 Penalty: 1588.946411
	Iteration 10Q: 3 clusters Score -231687 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -231742.843750 Penalty: 1588.946411
	Iteration 11Q: 3 clusters Score -231742.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -231794.562500 Penalty: 1588.946411
	Iteration 12Q: 3 clusters Score -231794.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -231827.109375 Penalty: 1588.946411
	Iteration 13Q: 3 clusters Score -231827.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -231854.031250 Penalty: 1588.946411
	Iteration 14Q: 3 clusters Score -231854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -231874.703125 Penalty: 1588.946411
	Iteration 15Q: 3 clusters Score -231874.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -231896.593750 Penalty: 1588.946411
	Iteration 16Q: 3 clusters Score -231896.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -231920.000000 Penalty: 1588.946411
	Iteration 17Q: 3 clusters Score -231920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -231936.109375 Penalty: 1588.946411
	Iteration 18Q: 3 clusters Score -231936.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -231953.093750 Penalty: 1588.946411
	Iteration 19Q: 3 clusters Score -231953.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -231967.796875 Penalty: 1588.946411
	Iteration 20F: 3 clusters Score -231967.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -231979.843750 Penalty: 1588.946411
	Iteration 21Q: 3 clusters Score -231979.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -231988.281250 Penalty: 1588.946411
	Iteration 22Q: 3 clusters Score -231988.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -231997.656250 Penalty: 1588.946411
	Iteration 23Q: 3 clusters Score -231997.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -232008.234375 Penalty: 1588.946411
	Iteration 24Q: 3 clusters Score -232008.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -232017.250000 Penalty: 1588.946411
	Iteration 25Q: 3 clusters Score -232017.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -232025.437500 Penalty: 1588.946411
	Iteration 26Q: 3 clusters Score -232025.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -232032.406250 Penalty: 1588.946411
	Iteration 27Q: 3 clusters Score -232032.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -232041.906250 Penalty: 1588.946411
	Iteration 28Q: 3 clusters Score -232041.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -232052.984375 Penalty: 1588.946411
	Iteration 29Q: 3 clusters Score -232053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -232066.109375 Penalty: 1588.946411
	Iteration 30Q: 3 clusters Score -232066.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -232082.656250 Penalty: 1588.946411
	Iteration 31Q: 3 clusters Score -232082.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -232094.609375 Penalty: 1588.946411
	Iteration 32Q: 3 clusters Score -232094.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -232104.921875 Penalty: 1588.946411
	Iteration 33Q: 3 clusters Score -232104.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -232114.421875 Penalty: 1588.946411
	Iteration 34Q: 3 clusters Score -232114.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -232124.078125 Penalty: 1588.946411
	Iteration 35Q: 3 clusters Score -232124.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -232135.921875 Penalty: 1588.946411
	Iteration 36Q: 3 clusters Score -232135.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -232153.828125 Penalty: 1588.946411
	Iteration 37Q: 3 clusters Score -232153.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -232164.109375 Penalty: 1588.946411
	Iteration 38Q: 3 clusters Score -232164.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -232173.218750 Penalty: 1588.946411
	Iteration 39Q: 3 clusters Score -232173.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -232185.500000 Penalty: 1588.946411
	Iteration 40F: 3 clusters Score -232185.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -232196.390625 Penalty: 1588.946411
	Iteration 41Q: 3 clusters Score -232196.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -232207.203125 Penalty: 1588.946411
	Iteration 42Q: 3 clusters Score -232207.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -232214.531250 Penalty: 1588.946411
	Iteration 43Q: 3 clusters Score -232214.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -232219.937500 Penalty: 1588.946411
	Iteration 44Q: 3 clusters Score -232219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -232222.718750 Penalty: 1588.946411
	Iteration 45Q: 3 clusters Score -232222.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -232224.703125 Penalty: 1588.946411
	Iteration 46Q: 3 clusters Score -232224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -232227.515625 Penalty: 1588.946411
	Iteration 47Q: 3 clusters Score -232227.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -232230.062500 Penalty: 1588.946411
	Iteration 48Q: 3 clusters Score -232230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -232232.750000 Penalty: 1588.946411
	Iteration 49Q: 3 clusters Score -232232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -232232.375000 Penalty: 1588.946411
	Iteration 50Q: 3 clusters Score -232232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -232233.593750 Penalty: 1588.946411
	Iteration 51Q: 3 clusters Score -232233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -232234.671875 Penalty: 1588.946411
	Iteration 52Q: 3 clusters Score -232234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -232235.328125 Penalty: 1588.946411
	Iteration 53Q: 3 clusters Score -232235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -232235.781250 Penalty: 1588.946411
	Iteration 54Q: 3 clusters Score -232235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -232236.031250 Penalty: 1588.946411
	Iteration 55Q: 3 clusters Score -232236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -232237.015625 Penalty: 1588.946411
	Iteration 56Q: 3 clusters Score -232237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -232237.968750 Penalty: 1588.946411
	Iteration 57Q: 3 clusters Score -232238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -232237.828125 Penalty: 1588.946411
	Iteration 58Q: 3 clusters Score -232237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -232238.578125 Penalty: 1588.946411
	Iteration 59Q: 3 clusters Score -232238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -232239.421875 Penalty: 1588.946411
	Iteration 60F: 3 clusters Score -232239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -232241.656250 Penalty: 1588.946411
	Iteration 61Q: 3 clusters Score -232241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -232242.859375 Penalty: 1588.946411
	Iteration 62Q: 3 clusters Score -232242.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -232244.343750 Penalty: 1588.946411
	Iteration 63Q: 3 clusters Score -232244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -232244.046875 Penalty: 1588.946411
	Iteration 64Q: 3 clusters Score -232244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -232244.046875 Penalty: 1588.946411
	Iteration 65F: 3 clusters Score -232244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Entering Unmasked Estep 
Score: -1616155.125000 Penalty: 971.460205
	Iteration 0F: 2 clusters Score -1616155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1597806.875000 Penalty: 1942.920410
	Iteration 0F: 3 clusters Score -1597807 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1605197.750000 Penalty: 1942.920410
	Iteration 1F: 3 clusters Score -1605198 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1605606.000000 Penalty: 1942.920410
	Iteration 2Q: 3 clusters Score -1605606 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1606186.625000 Penalty: 1942.920410
	Iteration 3Q: 3 clusters Score -1606187 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1606912.500000 Penalty: 1942.920410
	Iteration 4Q: 3 clusters Score -1606912 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1607674.000000 Penalty: 1942.920410
	Iteration 5Q: 3 clusters Score -1607674 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1608473.625000 Penalty: 1942.920410
	Iteration 6F: 3 clusters Score -1608474 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1609272.875000 Penalty: 1942.920410
	Iteration 7F: 3 clusters Score -1609273 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1609988.750000 Penalty: 1942.920410
	Iteration 8F: 3 clusters Score -1609989 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -1610494.250000 Penalty: 1942.920410
	Iteration 9Q: 3 clusters Score -1610494 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1610824.750000 Penalty: 1942.920410
	Iteration 10Q: 3 clusters Score -1610825 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1611033.125000 Penalty: 1942.920410
	Iteration 11Q: 3 clusters Score -1611033 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1611174.750000 Penalty: 1942.920410
	Iteration 12Q: 3 clusters Score -1611175 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1611304.750000 Penalty: 1942.920410
	Iteration 13Q: 3 clusters Score -1611305 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1611433.875000 Penalty: 1942.920410
	Iteration 14Q: 3 clusters Score -1611434 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1611565.250000 Penalty: 1942.920410
	Iteration 15Q: 3 clusters Score -1611565 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1611692.750000 Penalty: 1942.920410
	Iteration 16Q: 3 clusters Score -1611693 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1611822.250000 Penalty: 1942.920410
	Iteration 17Q: 3 clusters Score -1611822 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1611956.500000 Penalty: 1942.920410
	Iteration 18Q: 3 clusters Score -1611956 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1612121.750000 Penalty: 1942.920410
	Iteration 19Q: 3 clusters Score -1612122 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -1612319.375000 Penalty: 1942.920410
	Iteration 20F: 3 clusters Score -1612319 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1612530.125000 Penalty: 1942.920410
	Iteration 21Q: 3 clusters Score -1612530 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -1612775.125000 Penalty: 1942.920410
	Iteration 22Q: 3 clusters Score -1612775 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -1613047.750000 Penalty: 1942.920410
	Iteration 23Q: 3 clusters Score -1613048 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -1613332.125000 Penalty: 1942.920410
	Iteration 24Q: 3 clusters Score -1613332 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -1613620.750000 Penalty: 1942.920410
	Iteration 25Q: 3 clusters Score -1613621 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -1613923.750000 Penalty: 1942.920410
	Iteration 26Q: 3 clusters Score -1613924 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -1614205.750000 Penalty: 1942.920410
	Iteration 27Q: 3 clusters Score -1614206 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1614463.875000 Penalty: 1942.920410
	Iteration 28Q: 3 clusters Score -1614464 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -1614648.000000 Penalty: 1942.920410
	Iteration 29Q: 3 clusters Score -1614648 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -1614796.625000 Penalty: 1942.920410
	Iteration 30Q: 3 clusters Score -1614797 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -1614925.750000 Penalty: 1942.920410
	Iteration 31Q: 3 clusters Score -1614926 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -1615024.500000 Penalty: 1942.920410
	Iteration 32Q: 3 clusters Score -1615024 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -1615092.875000 Penalty: 1942.920410
	Iteration 33Q: 3 clusters Score -1615093 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -1615138.875000 Penalty: 1942.920410
	Iteration 34Q: 3 clusters Score -1615139 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -1615183.250000 Penalty: 1942.920410
	Iteration 35Q: 3 clusters Score -1615183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -1615215.625000 Penalty: 1942.920410
	Iteration 36Q: 3 clusters Score -1615216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -1615237.375000 Penalty: 1942.920410
	Iteration 37Q: 3 clusters Score -1615237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -1615257.750000 Penalty: 1942.920410
	Iteration 38Q: 3 clusters Score -1615258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -1615278.125000 Penalty: 1942.920410
	Iteration 39Q: 3 clusters Score -1615278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -1615286.375000 Penalty: 1942.920410
	Iteration 40F: 3 clusters Score -1615286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -1615296.625000 Penalty: 1942.920410
	Iteration 41Q: 3 clusters Score -1615297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -1615310.250000 Penalty: 1942.920410
	Iteration 42Q: 3 clusters Score -1615310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -1615314.125000 Penalty: 1942.920410
	Iteration 43Q: 3 clusters Score -1615314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -1615318.500000 Penalty: 1942.920410
	Iteration 44Q: 3 clusters Score -1615318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -1615318.875000 Penalty: 1942.920410
	Iteration 45Q: 3 clusters Score -1615319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -1615323.750000 Penalty: 1942.920410
	Iteration 46Q: 3 clusters Score -1615324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -1615327.750000 Penalty: 1942.920410
	Iteration 47Q: 3 clusters Score -1615328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -1615331.750000 Penalty: 1942.920410
	Iteration 48Q: 3 clusters Score -1615332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -1615333.000000 Penalty: 1942.920410
	Iteration 49Q: 3 clusters Score -1615333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -1615334.000000 Penalty: 1942.920410
	Iteration 50Q: 3 clusters Score -1615334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -1615334.375000 Penalty: 1942.920410
	Iteration 51Q: 3 clusters Score -1615334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -1615336.875000 Penalty: 1942.920410
	Iteration 52Q: 3 clusters Score -1615337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -1615336.125000 Penalty: 1942.920410
	Iteration 53Q: 3 clusters Score -1615336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -1615336.125000 Penalty: 1942.920410
	Iteration 54F: 3 clusters Score -1615336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -198544.984375 Penalty: 791.042053
	Iteration 0F: 2 clusters Score -198545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -195563.609375 Penalty: 1582.084106
	Iteration 0F: 3 clusters Score -195563.6 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -196801.203125 Penalty: 1582.084106
	Iteration 1F: 3 clusters Score -196801.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -197364.187500 Penalty: 1582.084106
	Iteration 2F: 3 clusters Score -197364.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -197802.031250 Penalty: 1582.084106
	Iteration 3F: 3 clusters Score -197802 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -198093.265625 Penalty: 1582.084106
	Iteration 4F: 3 clusters Score -198093.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -198253.500000 Penalty: 1582.084106
	Iteration 5F: 3 clusters Score -198253.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -198323.765625 Penalty: 1582.084106
	Iteration 6Q: 3 clusters Score -198323.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -198353.218750 Penalty: 1582.084106
	Iteration 7Q: 3 clusters Score -198353.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -198369.843750 Penalty: 1582.084106
	Iteration 8Q: 3 clusters Score -198369.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -198381.343750 Penalty: 1582.084106
	Iteration 9Q: 3 clusters Score -198381.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -198384.625000 Penalty: 1582.084106
	Iteration 10Q: 3 clusters Score -198384.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -198385.937500 Penalty: 1582.084106
	Iteration 11Q: 3 clusters Score -198385.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -198387.375000 Penalty: 1582.084106
	Iteration 12Q: 3 clusters Score -198387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -198387.562500 Penalty: 1582.084106
	Iteration 13Q: 3 clusters Score -198387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -198388.390625 Penalty: 1582.084106
	Iteration 14Q: 3 clusters Score -198388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -198388.250000 Penalty: 1582.084106
	Iteration 15Q: 3 clusters Score -198388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -198388.609375 Penalty: 1582.084106
	Iteration 16Q: 3 clusters Score -198388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -198388.609375 Penalty: 1582.084106
	Iteration 17F: 3 clusters Score -198388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Entering Unmasked Estep 
Score: -363381.250000 Penalty: 845.939819
	Iteration 0F: 2 clusters Score -363381.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -358272.750000 Penalty: 1691.879639
	Iteration 0F: 3 clusters Score -358272.8 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -359920.968750 Penalty: 1691.879639
	Iteration 1F: 3 clusters Score -359921 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -360098.593750 Penalty: 1691.879639
	Iteration 2F: 3 clusters Score -360098.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -360237.531250 Penalty: 1691.879639
	Iteration 3Q: 3 clusters Score -360237.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -360372.656250 Penalty: 1691.879639
	Iteration 4Q: 3 clusters Score -360372.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -360487.312500 Penalty: 1691.879639
	Iteration 5Q: 3 clusters Score -360487.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -360587.187500 Penalty: 1691.879639
	Iteration 6Q: 3 clusters Score -360587.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -360675.156250 Penalty: 1691.879639
	Iteration 7Q: 3 clusters Score -360675.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -360767.375000 Penalty: 1691.879639
	Iteration 8Q: 3 clusters Score -360767.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -360874.093750 Penalty: 1691.879639
	Iteration 9Q: 3 clusters Score -360874.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -360995.281250 Penalty: 1691.879639
	Iteration 10Q: 3 clusters Score -360995.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -361145.000000 Penalty: 1691.879639
	Iteration 11Q: 3 clusters Score -361145 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -361341.968750 Penalty: 1691.879639
	Iteration 12Q: 3 clusters Score -361342 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -361548.625000 Penalty: 1691.879639
	Iteration 13Q: 3 clusters Score -361548.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -361733.968750 Penalty: 1691.879639
	Iteration 14Q: 3 clusters Score -361734 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -361882.093750 Penalty: 1691.879639
	Iteration 15Q: 3 clusters Score -361882.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -361967.968750 Penalty: 1691.879639
	Iteration 16Q: 3 clusters Score -361968 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -362023.343750 Penalty: 1691.879639
	Iteration 17Q: 3 clusters Score -362023.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -362081.968750 Penalty: 1691.879639
	Iteration 18Q: 3 clusters Score -362082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -362138.656250 Penalty: 1691.879639
	Iteration 19Q: 3 clusters Score -362138.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -362191.812500 Penalty: 1691.879639
	Iteration 20F: 3 clusters Score -362191.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -362240.625000 Penalty: 1691.879639
	Iteration 21Q: 3 clusters Score -362240.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -362288.375000 Penalty: 1691.879639
	Iteration 22Q: 3 clusters Score -362288.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -362336.000000 Penalty: 1691.879639
	Iteration 23Q: 3 clusters Score -362336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -362370.968750 Penalty: 1691.879639
	Iteration 24Q: 3 clusters Score -362371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -362398.781250 Penalty: 1691.879639
	Iteration 25Q: 3 clusters Score -362398.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -362431.000000 Penalty: 1691.879639
	Iteration 26Q: 3 clusters Score -362431 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -362461.812500 Penalty: 1691.879639
	Iteration 27Q: 3 clusters Score -362461.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -362485.406250 Penalty: 1691.879639
	Iteration 28Q: 3 clusters Score -362485.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -362506.250000 Penalty: 1691.879639
	Iteration 29Q: 3 clusters Score -362506.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -362514.531250 Penalty: 1691.879639
	Iteration 30Q: 3 clusters Score -362514.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -362517.781250 Penalty: 1691.879639
	Iteration 31Q: 3 clusters Score -362517.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -362521.843750 Penalty: 1691.879639
	Iteration 32Q: 3 clusters Score -362521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -362525.625000 Penalty: 1691.879639
	Iteration 33Q: 3 clusters Score -362525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -362527.312500 Penalty: 1691.879639
	Iteration 34Q: 3 clusters Score -362527.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -362532.125000 Penalty: 1691.879639
	Iteration 35Q: 3 clusters Score -362532.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -362534.093750 Penalty: 1691.879639
	Iteration 36Q: 3 clusters Score -362534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -362536.812500 Penalty: 1691.879639
	Iteration 37Q: 3 clusters Score -362536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -362538.218750 Penalty: 1691.879639
	Iteration 38Q: 3 clusters Score -362538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -362542.500000 Penalty: 1691.879639
	Iteration 39Q: 3 clusters Score -362542.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -362545.281250 Penalty: 1691.879639
	Iteration 40F: 3 clusters Score -362545.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -362549.656250 Penalty: 1691.879639
	Iteration 41Q: 3 clusters Score -362549.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -362553.218750 Penalty: 1691.879639
	Iteration 42Q: 3 clusters Score -362553.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -362555.875000 Penalty: 1691.879639
	Iteration 43Q: 3 clusters Score -362555.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -362559.125000 Penalty: 1691.879639
	Iteration 44Q: 3 clusters Score -362559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -362560.343750 Penalty: 1691.879639
	Iteration 45Q: 3 clusters Score -362560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -362561.718750 Penalty: 1691.879639
	Iteration 46Q: 3 clusters Score -362561.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -362561.375000 Penalty: 1691.879639
	Iteration 47Q: 3 clusters Score -362561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -362562.687500 Penalty: 1691.879639
	Iteration 48Q: 3 clusters Score -362562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -362562.718750 Penalty: 1691.879639
	Iteration 49Q: 3 clusters Score -362562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -362565.281250 Penalty: 1691.879639
	Iteration 50Q: 3 clusters Score -362565.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -362566.625000 Penalty: 1691.879639
	Iteration 51Q: 3 clusters Score -362566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -362567.906250 Penalty: 1691.879639
	Iteration 52Q: 3 clusters Score -362567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -362569.031250 Penalty: 1691.879639
	Iteration 53Q: 3 clusters Score -362569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -362572.375000 Penalty: 1691.879639
	Iteration 54Q: 3 clusters Score -362572.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -362573.406250 Penalty: 1691.879639
	Iteration 55Q: 3 clusters Score -362573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -362575.156250 Penalty: 1691.879639
	Iteration 56Q: 3 clusters Score -362575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -362575.968750 Penalty: 1691.879639
	Iteration 57Q: 3 clusters Score -362576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -362576.750000 Penalty: 1691.879639
	Iteration 58Q: 3 clusters Score -362576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -362576.343750 Penalty: 1691.879639
	Iteration 59Q: 3 clusters Score -362576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -362576.343750 Penalty: 1691.879639
	Iteration 60F: 3 clusters Score -362576.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Entering Unmasked Estep 
Score: -482017.125000 Penalty: 874.868286
	Iteration 0F: 2 clusters Score -482017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -475267.656250 Penalty: 1749.736572
	Iteration 0F: 3 clusters Score -475267.7 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -477668.906250 Penalty: 1749.736572
	Iteration 1F: 3 clusters Score -477668.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -477942.750000 Penalty: 1749.736572
	Iteration 2F: 3 clusters Score -477942.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -478209.187500 Penalty: 1749.736572
	Iteration 3F: 3 clusters Score -478209.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -478412.437500 Penalty: 1749.736572
	Iteration 4F: 3 clusters Score -478412.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -478586.062500 Penalty: 1749.736572
	Iteration 5Q: 3 clusters Score -478586.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -478737.031250 Penalty: 1749.736572
	Iteration 6Q: 3 clusters Score -478737 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -478866.281250 Penalty: 1749.736572
	Iteration 7Q: 3 clusters Score -478866.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -479010.406250 Penalty: 1749.736572
	Iteration 8Q: 3 clusters Score -479010.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -479149.437500 Penalty: 1749.736572
	Iteration 9Q: 3 clusters Score -479149.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -479284.687500 Penalty: 1749.736572
	Iteration 10Q: 3 clusters Score -479284.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -479407.656250 Penalty: 1749.736572
	Iteration 11Q: 3 clusters Score -479407.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -479530.843750 Penalty: 1749.736572
	Iteration 12Q: 3 clusters Score -479530.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -479676.562500 Penalty: 1749.736572
	Iteration 13Q: 3 clusters Score -479676.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -479860.468750 Penalty: 1749.736572
	Iteration 14Q: 3 clusters Score -479860.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -480081.687500 Penalty: 1749.736572
	Iteration 15Q: 3 clusters Score -480081.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -480305.562500 Penalty: 1749.736572
	Iteration 16Q: 3 clusters Score -480305.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -480531.937500 Penalty: 1749.736572
	Iteration 17Q: 3 clusters Score -480531.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -480720.281250 Penalty: 1749.736572
	Iteration 18Q: 3 clusters Score -480720.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -480868.000000 Penalty: 1749.736572
	Iteration 19Q: 3 clusters Score -480868 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -480990.281250 Penalty: 1749.736572
	Iteration 20F: 3 clusters Score -480990.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -481073.843750 Penalty: 1749.736572
	Iteration 21Q: 3 clusters Score -481073.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -481145.250000 Penalty: 1749.736572
	Iteration 22Q: 3 clusters Score -481145.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -481190.312500 Penalty: 1749.736572
	Iteration 23Q: 3 clusters Score -481190.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -481241.500000 Penalty: 1749.736572
	Iteration 24Q: 3 clusters Score -481241.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -481302.312500 Penalty: 1749.736572
	Iteration 25Q: 3 clusters Score -481302.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -481354.437500 Penalty: 1749.736572
	Iteration 26Q: 3 clusters Score -481354.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -481396.125000 Penalty: 1749.736572
	Iteration 27Q: 3 clusters Score -481396.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -481430.312500 Penalty: 1749.736572
	Iteration 28Q: 3 clusters Score -481430.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -481461.906250 Penalty: 1749.736572
	Iteration 29Q: 3 clusters Score -481461.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -481489.000000 Penalty: 1749.736572
	Iteration 30Q: 3 clusters Score -481489 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -481512.531250 Penalty: 1749.736572
	Iteration 31Q: 3 clusters Score -481512.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -481532.406250 Penalty: 1749.736572
	Iteration 32Q: 3 clusters Score -481532.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -481554.500000 Penalty: 1749.736572
	Iteration 33Q: 3 clusters Score -481554.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -481575.750000 Penalty: 1749.736572
	Iteration 34Q: 3 clusters Score -481575.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -481585.437500 Penalty: 1749.736572
	Iteration 35Q: 3 clusters Score -481585.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -481591.250000 Penalty: 1749.736572
	Iteration 36Q: 3 clusters Score -481591.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -481597.062500 Penalty: 1749.736572
	Iteration 37Q: 3 clusters Score -481597.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -481601.906250 Penalty: 1749.736572
	Iteration 38Q: 3 clusters Score -481601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -481605.250000 Penalty: 1749.736572
	Iteration 39Q: 3 clusters Score -481605.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -481610.718750 Penalty: 1749.736572
	Iteration 40F: 3 clusters Score -481610.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -481615.687500 Penalty: 1749.736572
	Iteration 41Q: 3 clusters Score -481615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -481618.781250 Penalty: 1749.736572
	Iteration 42Q: 3 clusters Score -481618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -481623.375000 Penalty: 1749.736572
	Iteration 43Q: 3 clusters Score -481623.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -481629.937500 Penalty: 1749.736572
	Iteration 44Q: 3 clusters Score -481629.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -481632.656250 Penalty: 1749.736572
	Iteration 45Q: 3 clusters Score -481632.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -481634.906250 Penalty: 1749.736572
	Iteration 46Q: 3 clusters Score -481634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -481639.375000 Penalty: 1749.736572
	Iteration 47Q: 3 clusters Score -481639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -481641.500000 Penalty: 1749.736572
	Iteration 48Q: 3 clusters Score -481641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -481642.875000 Penalty: 1749.736572
	Iteration 49Q: 3 clusters Score -481642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -481646.218750 Penalty: 1749.736572
	Iteration 50Q: 3 clusters Score -481646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -481648.281250 Penalty: 1749.736572
	Iteration 51Q: 3 clusters Score -481648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -481649.406250 Penalty: 1749.736572
	Iteration 52Q: 3 clusters Score -481649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -481650.250000 Penalty: 1749.736572
	Iteration 53Q: 3 clusters Score -481650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -481650.250000 Penalty: 1749.736572
	Iteration 54F: 3 clusters Score -481650.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -81694.953125 Penalty: 685.657104
	Iteration 0F: 2 clusters Score -81694.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -80357.710938 Penalty: 1371.314209
	Iteration 0F: 3 clusters Score -80357.71 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -80653.625000 Penalty: 1371.314209
	Iteration 1F: 3 clusters Score -80653.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -80720.953125 Penalty: 1371.314209
	Iteration 2F: 3 clusters Score -80720.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -80782.164062 Penalty: 1371.314209
	Iteration 3F: 3 clusters Score -80782.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -80819.679688 Penalty: 1371.314209
	Iteration 4Q: 3 clusters Score -80819.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -80844.523438 Penalty: 1371.314209
	Iteration 5Q: 3 clusters Score -80844.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -80865.671875 Penalty: 1371.314209
	Iteration 6Q: 3 clusters Score -80865.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -80885.289062 Penalty: 1371.314209
	Iteration 7Q: 3 clusters Score -80885.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -80901.898438 Penalty: 1371.314209
	Iteration 8Q: 3 clusters Score -80901.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -80909.921875 Penalty: 1371.314209
	Iteration 9Q: 3 clusters Score -80909.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -80914.289062 Penalty: 1371.314209
	Iteration 10Q: 3 clusters Score -80914.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -80917.851562 Penalty: 1371.314209
	Iteration 11Q: 3 clusters Score -80917.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -80919.625000 Penalty: 1371.314209
	Iteration 12Q: 3 clusters Score -80919.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -80922.007812 Penalty: 1371.314209
	Iteration 13Q: 3 clusters Score -80922.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -80926.070312 Penalty: 1371.314209
	Iteration 14Q: 3 clusters Score -80926.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -80929.375000 Penalty: 1371.314209
	Iteration 15Q: 3 clusters Score -80929.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -80932.554688 Penalty: 1371.314209
	Iteration 16Q: 3 clusters Score -80932.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -80934.523438 Penalty: 1371.314209
	Iteration 17Q: 3 clusters Score -80934.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -80936.070312 Penalty: 1371.314209
	Iteration 18Q: 3 clusters Score -80936.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -80936.539062 Penalty: 1371.314209
	Iteration 19Q: 3 clusters Score -80936.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -80937.437500 Penalty: 1371.314209
	Iteration 20F: 3 clusters Score -80937.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -80938.546875 Penalty: 1371.314209
	Iteration 21Q: 3 clusters Score -80938.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -80939.351562 Penalty: 1371.314209
	Iteration 22Q: 3 clusters Score -80939.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -80939.812500 Penalty: 1371.314209
	Iteration 23Q: 3 clusters Score -80939.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -80940.898438 Penalty: 1371.314209
	Iteration 24Q: 3 clusters Score -80940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -80942.429688 Penalty: 1371.314209
	Iteration 25Q: 3 clusters Score -80942.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -80944.500000 Penalty: 1371.314209
	Iteration 26Q: 3 clusters Score -80944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -80946.007812 Penalty: 1371.314209
	Iteration 27Q: 3 clusters Score -80946.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -80946.632812 Penalty: 1371.314209
	Iteration 28Q: 3 clusters Score -80946.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -80947.507812 Penalty: 1371.314209
	Iteration 29Q: 3 clusters Score -80947.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -80948.304688 Penalty: 1371.314209
	Iteration 30Q: 3 clusters Score -80948.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -80948.593750 Penalty: 1371.314209
	Iteration 31Q: 3 clusters Score -80948.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -80948.593750 Penalty: 1371.314209
	Iteration 32F: 3 clusters Score -80948.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (294789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294789 members 
Entering Unmasked Estep 
Score: -16146175.000000 Penalty: 1196.431396
	Iteration 0F: 2 clusters Score -1.614618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147426 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -15950676.000000 Penalty: 2392.862793
	Iteration 0F: 3 clusters Score -1.595068e+07 nChanged 144663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144335 members 
Mstep: Class 2 contains 150454 members 
Entering Unmasked Estep 
Score: -16040124.000000 Penalty: 2392.862793
	Iteration 1F: 3 clusters Score -1.604012e+07 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143700 members 
Mstep: Class 2 contains 151089 members 
Entering Unmasked Estep 
Score: -16044712.000000 Penalty: 2392.862793
	Iteration 2Q: 3 clusters Score -1.604471e+07 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143127 members 
Mstep: Class 2 contains 151662 members 
Entering Unmasked Estep 
Score: -16051316.000000 Penalty: 2392.862793
	Iteration 3Q: 3 clusters Score -1.605132e+07 nChanged 16249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142516 members 
Mstep: Class 2 contains 152273 members 
Entering Unmasked Estep 
Score: -16060124.000000 Penalty: 2392.862793
	Iteration 4F: 3 clusters Score -1.606012e+07 nChanged 17913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -16070545.000000 Penalty: 2392.862793
	Iteration 5F: 3 clusters Score -1.607054e+07 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141600 members 
Mstep: Class 2 contains 153189 members 
Entering Unmasked Estep 
Score: -16081028.000000 Penalty: 2392.862793
	Iteration 6F: 3 clusters Score -1.608103e+07 nChanged 15878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 153257 members 
Entering Unmasked Estep 
Score: -16088955.000000 Penalty: 2392.862793
	Iteration 7F: 3 clusters Score -1.608896e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141421 members 
Mstep: Class 2 contains 153368 members 
Entering Unmasked Estep 
Score: -16094250.000000 Penalty: 2392.862793
	Iteration 8Q: 3 clusters Score -1.609425e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141091 members 
Mstep: Class 2 contains 153698 members 
Entering Unmasked Estep 
Score: -16097652.000000 Penalty: 2392.862793
	Iteration 9Q: 3 clusters Score -1.609765e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140381 members 
Mstep: Class 2 contains 154408 members 
Entering Unmasked Estep 
Score: -16099351.000000 Penalty: 2392.862793
	Iteration 10Q: 3 clusters Score -1.609935e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139396 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -16100559.000000 Penalty: 2392.862793
	Iteration 11Q: 3 clusters Score -1.610056e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138062 members 
Mstep: Class 2 contains 156727 members 
Entering Unmasked Estep 
Score: -16101535.000000 Penalty: 2392.862793
	Iteration 12Q: 3 clusters Score -1.610154e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 158290 members 
Entering Unmasked Estep 
Score: -16102217.000000 Penalty: 2392.862793
	Iteration 13Q: 3 clusters Score -1.610222e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134729 members 
Mstep: Class 2 contains 160060 members 
Entering Unmasked Estep 
Score: -16102710.000000 Penalty: 2392.862793
	Iteration 14Q: 3 clusters Score -1.610271e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132758 members 
Mstep: Class 2 contains 162031 members 
Entering Unmasked Estep 
Score: -16103101.000000 Penalty: 2392.862793
	Iteration 15Q: 3 clusters Score -1.61031e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130652 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -16103665.000000 Penalty: 2392.862793
	Iteration 16Q: 3 clusters Score -1.610366e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128362 members 
Mstep: Class 2 contains 166427 members 
Entering Unmasked Estep 
Score: -16104241.000000 Penalty: 2392.862793
	Iteration 17Q: 3 clusters Score -1.610424e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 168921 members 
Entering Unmasked Estep 
Score: -16104888.000000 Penalty: 2392.862793
	Iteration 18Q: 3 clusters Score -1.610489e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123018 members 
Mstep: Class 2 contains 171771 members 
Entering Unmasked Estep 
Score: -16105593.000000 Penalty: 2392.862793
	Iteration 19Q: 3 clusters Score -1.610559e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119830 members 
Mstep: Class 2 contains 174959 members 
Entering Unmasked Estep 
Score: -16106280.000000 Penalty: 2392.862793
	Iteration 20F: 3 clusters Score -1.610628e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 178394 members 
Entering Unmasked Estep 
Score: -16107123.000000 Penalty: 2392.862793
	Iteration 21Q: 3 clusters Score -1.610712e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112702 members 
Mstep: Class 2 contains 182087 members 
Entering Unmasked Estep 
Score: -16107985.000000 Penalty: 2392.862793
	Iteration 22Q: 3 clusters Score -1.610798e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108927 members 
Mstep: Class 2 contains 185862 members 
Entering Unmasked Estep 
Score: -16108850.000000 Penalty: 2392.862793
	Iteration 23Q: 3 clusters Score -1.610885e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104884 members 
Mstep: Class 2 contains 189905 members 
Entering Unmasked Estep 
Score: -16109818.000000 Penalty: 2392.862793
	Iteration 24Q: 3 clusters Score -1.610982e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 194219 members 
Entering Unmasked Estep 
Score: -16110905.000000 Penalty: 2392.862793
	Iteration 25Q: 3 clusters Score -1.61109e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 198705 members 
Entering Unmasked Estep 
Score: -16112014.000000 Penalty: 2392.862793
	Iteration 26Q: 3 clusters Score -1.611201e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 203370 members 
Entering Unmasked Estep 
Score: -16113299.000000 Penalty: 2392.862793
	Iteration 27Q: 3 clusters Score -1.61133e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 208143 members 
Entering Unmasked Estep 
Score: -16114728.000000 Penalty: 2392.862793
	Iteration 28Q: 3 clusters Score -1.611473e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 213005 members 
Entering Unmasked Estep 
Score: -16116223.000000 Penalty: 2392.862793
	Iteration 29Q: 3 clusters Score -1.611622e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 217916 members 
Entering Unmasked Estep 
Score: -16117721.000000 Penalty: 2392.862793
	Iteration 30Q: 3 clusters Score -1.611772e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 222829 members 
Entering Unmasked Estep 
Score: -16119302.000000 Penalty: 2392.862793
	Iteration 31Q: 3 clusters Score -1.61193e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 227815 members 
Entering Unmasked Estep 
Score: -16120897.000000 Penalty: 2392.862793
	Iteration 32Q: 3 clusters Score -1.61209e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 232756 members 
Entering Unmasked Estep 
Score: -16122720.000000 Penalty: 2392.862793
	Iteration 33Q: 3 clusters Score -1.612272e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 237611 members 
Entering Unmasked Estep 
Score: -16124716.000000 Penalty: 2392.862793
	Iteration 34Q: 3 clusters Score -1.612472e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 242341 members 
Entering Unmasked Estep 
Score: -16126783.000000 Penalty: 2392.862793
	Iteration 35Q: 3 clusters Score -1.612678e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 246780 members 
Entering Unmasked Estep 
Score: -16128794.000000 Penalty: 2392.862793
	Iteration 36Q: 3 clusters Score -1.612879e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 250822 members 
Entering Unmasked Estep 
Score: -16130548.000000 Penalty: 2392.862793
	Iteration 37Q: 3 clusters Score -1.613055e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 254490 members 
Entering Unmasked Estep 
Score: -16132268.000000 Penalty: 2392.862793
	Iteration 38Q: 3 clusters Score -1.613227e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 257650 members 
Entering Unmasked Estep 
Score: -16133471.000000 Penalty: 2392.862793
	Iteration 39Q: 3 clusters Score -1.613347e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 260495 members 
Entering Unmasked Estep 
Score: -16134677.000000 Penalty: 2392.862793
	Iteration 40F: 3 clusters Score -1.613468e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 263247 members 
Entering Unmasked Estep 
Score: -16135717.000000 Penalty: 2392.862793
	Iteration 41Q: 3 clusters Score -1.613572e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 265796 members 
Entering Unmasked Estep 
Score: -16136484.000000 Penalty: 2392.862793
	Iteration 42Q: 3 clusters Score -1.613648e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 268228 members 
Entering Unmasked Estep 
Score: -16137325.000000 Penalty: 2392.862793
	Iteration 43Q: 3 clusters Score -1.613732e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 270530 members 
Entering Unmasked Estep 
Score: -16138208.000000 Penalty: 2392.862793
	Iteration 44Q: 3 clusters Score -1.613821e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 272699 members 
Entering Unmasked Estep 
Score: -16139048.000000 Penalty: 2392.862793
	Iteration 45Q: 3 clusters Score -1.613905e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 274761 members 
Entering Unmasked Estep 
Score: -16139671.000000 Penalty: 2392.862793
	Iteration 46Q: 3 clusters Score -1.613967e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 276728 members 
Entering Unmasked Estep 
Score: -16140367.000000 Penalty: 2392.862793
	Iteration 47Q: 3 clusters Score -1.614037e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 278606 members 
Entering Unmasked Estep 
Score: -16140892.000000 Penalty: 2392.862793
	Iteration 48Q: 3 clusters Score -1.614089e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 280371 members 
Entering Unmasked Estep 
Score: -16141568.000000 Penalty: 2392.862793
	Iteration 49Q: 3 clusters Score -1.614157e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 282038 members 
Entering Unmasked Estep 
Score: -16142147.000000 Penalty: 2392.862793
	Iteration 50Q: 3 clusters Score -1.614215e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 283591 members 
Entering Unmasked Estep 
Score: -16142729.000000 Penalty: 2392.862793
	Iteration 51Q: 3 clusters Score -1.614273e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 285028 members 
Entering Unmasked Estep 
Score: -16143170.000000 Penalty: 2392.862793
	Iteration 52Q: 3 clusters Score -1.614317e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 286343 members 
Entering Unmasked Estep 
Score: -16143634.000000 Penalty: 2392.862793
	Iteration 53Q: 3 clusters Score -1.614363e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 287502 members 
Entering Unmasked Estep 
Score: -16144036.000000 Penalty: 2392.862793
	Iteration 54Q: 3 clusters Score -1.614404e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 288459 members 
Entering Unmasked Estep 
Score: -16144419.000000 Penalty: 2392.862793
	Iteration 55Q: 3 clusters Score -1.614442e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 289278 members 
Entering Unmasked Estep 
Score: -16144650.000000 Penalty: 2392.862793
	Iteration 56Q: 3 clusters Score -1.614465e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 289958 members 
Entering Unmasked Estep 
Score: -16144875.000000 Penalty: 2392.862793
	Iteration 57Q: 3 clusters Score -1.614488e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 290496 members 
Entering Unmasked Estep 
Score: -16145057.000000 Penalty: 2392.862793
	Iteration 58Q: 3 clusters Score -1.614506e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 290934 members 
Entering Unmasked Estep 
Score: -16145147.000000 Penalty: 2392.862793
	Iteration 59Q: 3 clusters Score -1.614515e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 291282 members 
Entering Unmasked Estep 
Score: -16145274.000000 Penalty: 2392.862793
	Iteration 60F: 3 clusters Score -1.614527e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 291557 members 
Entering Unmasked Estep 
Score: -16145370.000000 Penalty: 2392.862793
	Iteration 61Q: 3 clusters Score -1.614537e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 291781 members 
Entering Unmasked Estep 
Score: -16145494.000000 Penalty: 2392.862793
	Iteration 62Q: 3 clusters Score -1.614549e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 291951 members 
Entering Unmasked Estep 
Score: -16145593.000000 Penalty: 2392.862793
	Iteration 63Q: 3 clusters Score -1.614559e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 292102 members 
Entering Unmasked Estep 
Score: -16145643.000000 Penalty: 2392.862793
	Iteration 64Q: 3 clusters Score -1.614564e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 292220 members 
Entering Unmasked Estep 
Score: -16145707.000000 Penalty: 2392.862793
	Iteration 65Q: 3 clusters Score -1.614571e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 292327 members 
Entering Unmasked Estep 
Score: -16145761.000000 Penalty: 2392.862793
	Iteration 66Q: 3 clusters Score -1.614576e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 292408 members 
Entering Unmasked Estep 
Score: -16145862.000000 Penalty: 2392.862793
	Iteration 67Q: 3 clusters Score -1.614586e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 292480 members 
Entering Unmasked Estep 
Score: -16145927.000000 Penalty: 2392.862793
	Iteration 68Q: 3 clusters Score -1.614593e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 292558 members 
Entering Unmasked Estep 
Score: -16146006.000000 Penalty: 2392.862793
	Iteration 69Q: 3 clusters Score -1.614601e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 292634 members 
Entering Unmasked Estep 
Score: -16146036.000000 Penalty: 2392.862793
	Iteration 70Q: 3 clusters Score -1.614604e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 292688 members 
Entering Unmasked Estep 
Score: -16146083.000000 Penalty: 2392.862793
	Iteration 71Q: 3 clusters Score -1.614608e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 292753 members 
Entering Unmasked Estep 
Score: -16146144.000000 Penalty: 2392.862793
	Iteration 72Q: 3 clusters Score -1.614614e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 292776 members 
Entering Unmasked Estep 
Score: -16146219.000000 Penalty: 2392.862793
	Iteration 73Q: 3 clusters Score -1.614622e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 292791 members 
Entering Unmasked Estep 
Score: -16146289.000000 Penalty: 2392.862793
	Iteration 74Q: 3 clusters Score -1.614629e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 292798 members 
Entering Unmasked Estep 
Score: -16146338.000000 Penalty: 2392.862793
	Iteration 75Q: 3 clusters Score -1.614634e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 292799 members 
Entering Unmasked Estep 
Score: -16146347.000000 Penalty: 2392.862793
	Iteration 76Q: 3 clusters Score -1.614635e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 292785 members 
Entering Unmasked Estep 
Score: -16146376.000000 Penalty: 2392.862793
	Iteration 77Q: 3 clusters Score -1.614638e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 292772 members 
Entering Unmasked Estep 
Score: -16146419.000000 Penalty: 2392.862793
	Iteration 78Q: 3 clusters Score -1.614642e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 292734 members 
Entering Unmasked Estep 
Score: -16146437.000000 Penalty: 2392.862793
	Iteration 79Q: 3 clusters Score -1.614644e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 292717 members 
Entering Unmasked Estep 
Score: -16146473.000000 Penalty: 2392.862793
	Iteration 80F: 3 clusters Score -1.614647e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 292703 members 
Entering Unmasked Estep 
Score: -16146467.000000 Penalty: 2392.862793
	Iteration 81Q: 3 clusters Score -1.614647e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 292674 members 
Entering Unmasked Estep 
Score: -16146468.000000 Penalty: 2392.862793
	Iteration 82Q: 3 clusters Score -1.614647e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 292666 members 
Entering Unmasked Estep 
Score: -16146474.000000 Penalty: 2392.862793
	Iteration 83Q: 3 clusters Score -1.614647e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 292649 members 
Entering Unmasked Estep 
Score: -16146509.000000 Penalty: 2392.862793
	Iteration 84Q: 3 clusters Score -1.614651e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 292635 members 
Entering Unmasked Estep 
Score: -16146531.000000 Penalty: 2392.862793
	Iteration 85Q: 3 clusters Score -1.614653e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 292625 members 
Entering Unmasked Estep 
Score: -16146544.000000 Penalty: 2392.862793
	Iteration 86Q: 3 clusters Score -1.614654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 292617 members 
Entering Unmasked Estep 
Score: -16146520.000000 Penalty: 2392.862793
	Iteration 87Q: 3 clusters Score -1.614652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 292607 members 
Entering Unmasked Estep 
Score: -16146528.000000 Penalty: 2392.862793
	Iteration 88Q: 3 clusters Score -1.614653e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 292604 members 
Entering Unmasked Estep 
Score: -16146545.000000 Penalty: 2392.862793
	Iteration 89Q: 3 clusters Score -1.614654e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 292605 members 
Entering Unmasked Estep 
Score: -16146535.000000 Penalty: 2392.862793
	Iteration 90Q: 3 clusters Score -1.614654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 292603 members 
Entering Unmasked Estep 
Score: -16146540.000000 Penalty: 2392.862793
	Iteration 91Q: 3 clusters Score -1.614654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 292594 members 
Entering Unmasked Estep 
Score: -16146540.000000 Penalty: 2392.862793
	Iteration 92Q: 3 clusters Score -1.614654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 292595 members 
Entering Unmasked Estep 
Score: -16146558.000000 Penalty: 2392.862793
	Iteration 93Q: 3 clusters Score -1.614656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 292597 members 
Entering Unmasked Estep 
Score: -16146552.000000 Penalty: 2392.862793
	Iteration 94Q: 3 clusters Score -1.614655e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 292606 members 
Entering Unmasked Estep 
Score: -16146561.000000 Penalty: 2392.862793
	Iteration 95Q: 3 clusters Score -1.614656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 292612 members 
Entering Unmasked Estep 
Score: -16146573.000000 Penalty: 2392.862793
	Iteration 96Q: 3 clusters Score -1.614657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 292610 members 
Entering Unmasked Estep 
Score: -16146573.000000 Penalty: 2392.862793
	Iteration 97Q: 3 clusters Score -1.614657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 292609 members 
Entering Unmasked Estep 
Score: -16146562.000000 Penalty: 2392.862793
	Iteration 98Q: 3 clusters Score -1.614656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 292604 members 
Entering Unmasked Estep 
Score: -16146565.000000 Penalty: 2392.862793
	Iteration 99Q: 3 clusters Score -1.614656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 292606 members 
Entering Unmasked Estep 
Score: -16146569.000000 Penalty: 2392.862793
	Iteration 100F: 3 clusters Score -1.614657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 292605 members 
Entering Unmasked Estep 
Score: -16146566.000000 Penalty: 2392.862793
	Iteration 101Q: 3 clusters Score -1.614657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 292607 members 
Entering Unmasked Estep 
Score: -16146576.000000 Penalty: 2392.862793
	Iteration 102Q: 3 clusters Score -1.614658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 292607 members 
Entering Unmasked Estep 
Score: -16146567.000000 Penalty: 2392.862793
	Iteration 103Q: 3 clusters Score -1.614657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 292608 members 
Entering Unmasked Estep 
Score: -16146563.000000 Penalty: 2392.862793
	Iteration 104Q: 3 clusters Score -1.614656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 292608 members 
Entering Unmasked Estep 
Score: -16146563.000000 Penalty: 2392.862793
	Iteration 105F: 3 clusters Score -1.614656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 27609 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 9988 members 
Mstep: Class 6 contains 1363 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 78290 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 26834 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 15126 members 
Mstep: Class 15 contains 136309 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 28979 members 
Mstep: Class 18 contains 23062 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4377 members 
Mstep: Class 21 contains 17623 members 
Mstep: Class 22 contains 5423 members 
Mstep: Class 23 contains 292608 members 
Mstep: Class 24 contains 8030 members 
Entering Unmasked Estep 
Score: -38627900.000000 Penalty: 30804.640625
Splitting cluster 7 changes total score from -38627340.000000 to -38627900.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (78290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Entering Unmasked Estep 
Score: -4223964.000000 Penalty: 1070.476685
	Iteration 0F: 2 clusters Score -4223964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -4171632.250000 Penalty: 2140.953369
	Iteration 0F: 3 clusters Score -4171632 nChanged 37600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -4193246.250000 Penalty: 2140.953369
	Iteration 1F: 3 clusters Score -4193246 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -4193822.500000 Penalty: 2140.953369
	Iteration 2Q: 3 clusters Score -4193822 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -4194455.000000 Penalty: 2140.953369
	Iteration 3Q: 3 clusters Score -4194455 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -4195152.500000 Penalty: 2140.953369
	Iteration 4Q: 3 clusters Score -4195152 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4196183.500000 Penalty: 2140.953369
	Iteration 5Q: 3 clusters Score -4196184 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4197877.000000 Penalty: 2140.953369
	Iteration 6Q: 3 clusters Score -4197877 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -4200475.000000 Penalty: 2140.953369
	Iteration 7F: 3 clusters Score -4200475 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4203767.500000 Penalty: 2140.953369
	Iteration 8F: 3 clusters Score -4203768 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -4207151.000000 Penalty: 2140.953369
	Iteration 9F: 3 clusters Score -4207151 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4210278.000000 Penalty: 2140.953369
	Iteration 10F: 3 clusters Score -4210278 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4213039.000000 Penalty: 2140.953369
	Iteration 11F: 3 clusters Score -4213039 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -4215548.000000 Penalty: 2140.953369
	Iteration 12Q: 3 clusters Score -4215548 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -4217897.500000 Penalty: 2140.953369
	Iteration 13Q: 3 clusters Score -4217898 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4219873.500000 Penalty: 2140.953369
	Iteration 14Q: 3 clusters Score -4219874 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4221409.000000 Penalty: 2140.953369
	Iteration 15Q: 3 clusters Score -4221409 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4222367.000000 Penalty: 2140.953369
	Iteration 16Q: 3 clusters Score -4222367 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4222959.000000 Penalty: 2140.953369
	Iteration 17Q: 3 clusters Score -4222959 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4223395.500000 Penalty: 2140.953369
	Iteration 18Q: 3 clusters Score -4223396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4223593.500000 Penalty: 2140.953369
	Iteration 19Q: 3 clusters Score -4223594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4223687.500000 Penalty: 2140.953369
	Iteration 20F: 3 clusters Score -4223688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4223719.000000 Penalty: 2140.953369
	Iteration 21Q: 3 clusters Score -4223719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4223730.000000 Penalty: 2140.953369
	Iteration 22Q: 3 clusters Score -4223730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4223745.500000 Penalty: 2140.953369
	Iteration 23Q: 3 clusters Score -4223746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4223753.500000 Penalty: 2140.953369
	Iteration 24Q: 3 clusters Score -4223754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77348 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4223764.500000 Penalty: 2140.953369
	Iteration 25Q: 3 clusters Score -4223764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77339 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4223772.500000 Penalty: 2140.953369
	Iteration 26Q: 3 clusters Score -4223772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4223773.500000 Penalty: 2140.953369
	Iteration 27Q: 3 clusters Score -4223774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4223773.000000 Penalty: 2140.953369
	Iteration 28Q: 3 clusters Score -4223773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4223774.000000 Penalty: 2140.953369
	Iteration 29Q: 3 clusters Score -4223774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4223774.000000 Penalty: 2140.953369
	Iteration 30F: 3 clusters Score -4223774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -312977.843750 Penalty: 842.632874
	Iteration 0F: 2 clusters Score -312977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -308087.437500 Penalty: 1685.265747
	Iteration 0F: 3 clusters Score -308087.4 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -310092.656250 Penalty: 1685.265747
	Iteration 1F: 3 clusters Score -310092.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -310606.000000 Penalty: 1685.265747
	Iteration 2F: 3 clusters Score -310606 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -311010.187500 Penalty: 1685.265747
	Iteration 3F: 3 clusters Score -311010.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -311362.562500 Penalty: 1685.265747
	Iteration 4F: 3 clusters Score -311362.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -311643.750000 Penalty: 1685.265747
	Iteration 5F: 3 clusters Score -311643.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -311885.843750 Penalty: 1685.265747
	Iteration 6Q: 3 clusters Score -311885.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -312081.187500 Penalty: 1685.265747
	Iteration 7Q: 3 clusters Score -312081.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -312268.343750 Penalty: 1685.265747
	Iteration 8Q: 3 clusters Score -312268.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -312401.218750 Penalty: 1685.265747
	Iteration 9Q: 3 clusters Score -312401.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -312513.031250 Penalty: 1685.265747
	Iteration 10Q: 3 clusters Score -312513 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -312620.875000 Penalty: 1685.265747
	Iteration 11Q: 3 clusters Score -312620.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -312691.531250 Penalty: 1685.265747
	Iteration 12Q: 3 clusters Score -312691.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -312748.281250 Penalty: 1685.265747
	Iteration 13Q: 3 clusters Score -312748.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -312781.468750 Penalty: 1685.265747
	Iteration 14Q: 3 clusters Score -312781.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -312810.375000 Penalty: 1685.265747
	Iteration 15Q: 3 clusters Score -312810.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -312828.093750 Penalty: 1685.265747
	Iteration 16Q: 3 clusters Score -312828.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -312839.781250 Penalty: 1685.265747
	Iteration 17Q: 3 clusters Score -312839.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -312848.937500 Penalty: 1685.265747
	Iteration 18Q: 3 clusters Score -312848.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -312854.656250 Penalty: 1685.265747
	Iteration 19Q: 3 clusters Score -312854.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -312859.625000 Penalty: 1685.265747
	Iteration 20F: 3 clusters Score -312859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -312864.625000 Penalty: 1685.265747
	Iteration 21Q: 3 clusters Score -312864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -312872.312500 Penalty: 1685.265747
	Iteration 22Q: 3 clusters Score -312872.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -312877.375000 Penalty: 1685.265747
	Iteration 23Q: 3 clusters Score -312877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -312879.718750 Penalty: 1685.265747
	Iteration 24Q: 3 clusters Score -312879.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -312882.187500 Penalty: 1685.265747
	Iteration 25Q: 3 clusters Score -312882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -312888.781250 Penalty: 1685.265747
	Iteration 26Q: 3 clusters Score -312888.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -312897.937500 Penalty: 1685.265747
	Iteration 27Q: 3 clusters Score -312897.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -312907.062500 Penalty: 1685.265747
	Iteration 28Q: 3 clusters Score -312907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -312908.687500 Penalty: 1685.265747
	Iteration 29Q: 3 clusters Score -312908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -312910.781250 Penalty: 1685.265747
	Iteration 30Q: 3 clusters Score -312910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -312912.625000 Penalty: 1685.265747
	Iteration 31Q: 3 clusters Score -312912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -312916.281250 Penalty: 1685.265747
	Iteration 32Q: 3 clusters Score -312916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -312919.343750 Penalty: 1685.265747
	Iteration 33Q: 3 clusters Score -312919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -312920.781250 Penalty: 1685.265747
	Iteration 34Q: 3 clusters Score -312920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -312922.687500 Penalty: 1685.265747
	Iteration 35Q: 3 clusters Score -312922.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -312922.687500 Penalty: 1685.265747
	Iteration 36F: 3 clusters Score -312922.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Entering Unmasked Estep 
Score: -1331113.250000 Penalty: 968.755371
	Iteration 0F: 2 clusters Score -1331113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1313295.125000 Penalty: 1937.510742
	Iteration 0F: 3 clusters Score -1313295 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1320911.875000 Penalty: 1937.510742
	Iteration 1F: 3 clusters Score -1320912 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1321514.125000 Penalty: 1937.510742
	Iteration 2F: 3 clusters Score -1321514 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1322249.750000 Penalty: 1937.510742
	Iteration 3F: 3 clusters Score -1322250 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1323115.625000 Penalty: 1937.510742
	Iteration 4F: 3 clusters Score -1323116 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1324091.625000 Penalty: 1937.510742
	Iteration 5F: 3 clusters Score -1324092 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1325101.250000 Penalty: 1937.510742
	Iteration 6F: 3 clusters Score -1325101 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1326028.625000 Penalty: 1937.510742
	Iteration 7F: 3 clusters Score -1326029 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1326602.875000 Penalty: 1937.510742
	Iteration 8Q: 3 clusters Score -1326603 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1326889.375000 Penalty: 1937.510742
	Iteration 9Q: 3 clusters Score -1326889 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1327041.750000 Penalty: 1937.510742
	Iteration 10Q: 3 clusters Score -1327042 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1327164.125000 Penalty: 1937.510742
	Iteration 11Q: 3 clusters Score -1327164 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1327267.500000 Penalty: 1937.510742
	Iteration 12Q: 3 clusters Score -1327268 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1327342.250000 Penalty: 1937.510742
	Iteration 13Q: 3 clusters Score -1327342 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1327418.500000 Penalty: 1937.510742
	Iteration 14Q: 3 clusters Score -1327418 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1327497.000000 Penalty: 1937.510742
	Iteration 15Q: 3 clusters Score -1327497 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1327575.875000 Penalty: 1937.510742
	Iteration 16Q: 3 clusters Score -1327576 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1327646.125000 Penalty: 1937.510742
	Iteration 17Q: 3 clusters Score -1327646 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1327706.625000 Penalty: 1937.510742
	Iteration 18Q: 3 clusters Score -1327707 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1327771.625000 Penalty: 1937.510742
	Iteration 19Q: 3 clusters Score -1327772 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1327829.250000 Penalty: 1937.510742
	Iteration 20F: 3 clusters Score -1327829 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1327883.625000 Penalty: 1937.510742
	Iteration 21Q: 3 clusters Score -1327884 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1327932.875000 Penalty: 1937.510742
	Iteration 22Q: 3 clusters Score -1327933 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1327984.875000 Penalty: 1937.510742
	Iteration 23Q: 3 clusters Score -1327985 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1328045.250000 Penalty: 1937.510742
	Iteration 24Q: 3 clusters Score -1328045 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1328085.625000 Penalty: 1937.510742
	Iteration 25Q: 3 clusters Score -1328086 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1328133.125000 Penalty: 1937.510742
	Iteration 26Q: 3 clusters Score -1328133 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1328165.250000 Penalty: 1937.510742
	Iteration 27Q: 3 clusters Score -1328165 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1328193.625000 Penalty: 1937.510742
	Iteration 28Q: 3 clusters Score -1328194 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1328218.000000 Penalty: 1937.510742
	Iteration 29Q: 3 clusters Score -1328218 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1328246.625000 Penalty: 1937.510742
	Iteration 30Q: 3 clusters Score -1328247 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1328263.625000 Penalty: 1937.510742
	Iteration 31Q: 3 clusters Score -1328264 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1328280.000000 Penalty: 1937.510742
	Iteration 32Q: 3 clusters Score -1328280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1328296.750000 Penalty: 1937.510742
	Iteration 33Q: 3 clusters Score -1328297 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1328311.250000 Penalty: 1937.510742
	Iteration 34Q: 3 clusters Score -1328311 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1328324.000000 Penalty: 1937.510742
	Iteration 35Q: 3 clusters Score -1328324 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1328335.125000 Penalty: 1937.510742
	Iteration 36Q: 3 clusters Score -1328335 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1328343.375000 Penalty: 1937.510742
	Iteration 37Q: 3 clusters Score -1328343 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1328356.125000 Penalty: 1937.510742
	Iteration 38Q: 3 clusters Score -1328356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1328357.875000 Penalty: 1937.510742
	Iteration 39Q: 3 clusters Score -1328358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1328364.250000 Penalty: 1937.510742
	Iteration 40F: 3 clusters Score -1328364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1328379.750000 Penalty: 1937.510742
	Iteration 41Q: 3 clusters Score -1328380 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1328379.375000 Penalty: 1937.510742
	Iteration 42Q: 3 clusters Score -1328379 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1328396.875000 Penalty: 1937.510742
	Iteration 43Q: 3 clusters Score -1328397 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1328412.625000 Penalty: 1937.510742
	Iteration 44Q: 3 clusters Score -1328413 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1328426.000000 Penalty: 1937.510742
	Iteration 45Q: 3 clusters Score -1328426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1328431.000000 Penalty: 1937.510742
	Iteration 46Q: 3 clusters Score -1328431 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1328448.750000 Penalty: 1937.510742
	Iteration 47Q: 3 clusters Score -1328449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1328468.875000 Penalty: 1937.510742
	Iteration 48Q: 3 clusters Score -1328469 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1328477.500000 Penalty: 1937.510742
	Iteration 49Q: 3 clusters Score -1328478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1328488.750000 Penalty: 1937.510742
	Iteration 50Q: 3 clusters Score -1328489 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1328502.875000 Penalty: 1937.510742
	Iteration 51Q: 3 clusters Score -1328503 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1328520.750000 Penalty: 1937.510742
	Iteration 52Q: 3 clusters Score -1328521 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1328530.375000 Penalty: 1937.510742
	Iteration 53Q: 3 clusters Score -1328530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1328542.625000 Penalty: 1937.510742
	Iteration 54Q: 3 clusters Score -1328543 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1328561.750000 Penalty: 1937.510742
	Iteration 55Q: 3 clusters Score -1328562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1328586.750000 Penalty: 1937.510742
	Iteration 56Q: 3 clusters Score -1328587 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1328603.250000 Penalty: 1937.510742
	Iteration 57Q: 3 clusters Score -1328603 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1328626.250000 Penalty: 1937.510742
	Iteration 58Q: 3 clusters Score -1328626 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1328642.500000 Penalty: 1937.510742
	Iteration 59Q: 3 clusters Score -1328642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1328664.500000 Penalty: 1937.510742
	Iteration 60F: 3 clusters Score -1328664 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1328686.500000 Penalty: 1937.510742
	Iteration 61Q: 3 clusters Score -1328686 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1328702.500000 Penalty: 1937.510742
	Iteration 62Q: 3 clusters Score -1328702 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1328729.125000 Penalty: 1937.510742
	Iteration 63Q: 3 clusters Score -1328729 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1328741.250000 Penalty: 1937.510742
	Iteration 64Q: 3 clusters Score -1328741 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1328764.125000 Penalty: 1937.510742
	Iteration 65Q: 3 clusters Score -1328764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1328783.000000 Penalty: 1937.510742
	Iteration 66Q: 3 clusters Score -1328783 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1328804.500000 Penalty: 1937.510742
	Iteration 67Q: 3 clusters Score -1328804 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1328835.625000 Penalty: 1937.510742
	Iteration 68Q: 3 clusters Score -1328836 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1328866.875000 Penalty: 1937.510742
	Iteration 69Q: 3 clusters Score -1328867 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1328896.500000 Penalty: 1937.510742
	Iteration 70Q: 3 clusters Score -1328896 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1328921.875000 Penalty: 1937.510742
	Iteration 71Q: 3 clusters Score -1328922 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1328946.750000 Penalty: 1937.510742
	Iteration 72Q: 3 clusters Score -1328947 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1328984.750000 Penalty: 1937.510742
	Iteration 73Q: 3 clusters Score -1328985 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1329013.250000 Penalty: 1937.510742
	Iteration 74Q: 3 clusters Score -1329013 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1329054.250000 Penalty: 1937.510742
	Iteration 75Q: 3 clusters Score -1329054 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1329086.375000 Penalty: 1937.510742
	Iteration 76Q: 3 clusters Score -1329086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1329111.750000 Penalty: 1937.510742
	Iteration 77Q: 3 clusters Score -1329112 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1329142.250000 Penalty: 1937.510742
	Iteration 78Q: 3 clusters Score -1329142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1329182.125000 Penalty: 1937.510742
	Iteration 79Q: 3 clusters Score -1329182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1329216.125000 Penalty: 1937.510742
	Iteration 80F: 3 clusters Score -1329216 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1329258.625000 Penalty: 1937.510742
	Iteration 81Q: 3 clusters Score -1329259 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1329291.750000 Penalty: 1937.510742
	Iteration 82Q: 3 clusters Score -1329292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1329326.750000 Penalty: 1937.510742
	Iteration 83Q: 3 clusters Score -1329327 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1329372.875000 Penalty: 1937.510742
	Iteration 84Q: 3 clusters Score -1329373 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1329416.875000 Penalty: 1937.510742
	Iteration 85Q: 3 clusters Score -1329417 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1329451.250000 Penalty: 1937.510742
	Iteration 86Q: 3 clusters Score -1329451 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1329498 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1329534.000000 Penalty: 1937.510742
	Iteration 88Q: 3 clusters Score -1329534 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1329568.250000 Penalty: 1937.510742
	Iteration 89Q: 3 clusters Score -1329568 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1329610.875000 Penalty: 1937.510742
	Iteration 90Q: 3 clusters Score -1329611 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1329645.625000 Penalty: 1937.510742
	Iteration 91Q: 3 clusters Score -1329646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1329686.000000 Penalty: 1937.510742
	Iteration 92Q: 3 clusters Score -1329686 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1329722.375000 Penalty: 1937.510742
	Iteration 93Q: 3 clusters Score -1329722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1329753.500000 Penalty: 1937.510742
	Iteration 94Q: 3 clusters Score -1329754 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1329784.000000 Penalty: 1937.510742
	Iteration 95Q: 3 clusters Score -1329784 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1329812.500000 Penalty: 1937.510742
	Iteration 96Q: 3 clusters Score -1329812 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1329837.750000 Penalty: 1937.510742
	Iteration 97Q: 3 clusters Score -1329838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1329869 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1329898.375000 Penalty: 1937.510742
	Iteration 99Q: 3 clusters Score -1329898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1329922.625000 Penalty: 1937.510742
	Iteration 100F: 3 clusters Score -1329923 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1329942.500000 Penalty: 1937.510742
	Iteration 101Q: 3 clusters Score -1329942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1329962.625000 Penalty: 1937.510742
	Iteration 102Q: 3 clusters Score -1329963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1329983.000000 Penalty: 1937.510742
	Iteration 103Q: 3 clusters Score -1329983 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1329997.625000 Penalty: 1937.510742
	Iteration 104Q: 3 clusters Score -1329998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1330017.625000 Penalty: 1937.510742
	Iteration 105Q: 3 clusters Score -1330018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1330034.500000 Penalty: 1937.510742
	Iteration 106Q: 3 clusters Score -1330034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1330056.625000 Penalty: 1937.510742
	Iteration 107Q: 3 clusters Score -1330057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1330065.000000 Penalty: 1937.510742
	Iteration 108Q: 3 clusters Score -1330065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1330077.375000 Penalty: 1937.510742
	Iteration 109Q: 3 clusters Score -1330077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1330092.625000 Penalty: 1937.510742
	Iteration 110Q: 3 clusters Score -1330093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1330112.500000 Penalty: 1937.510742
	Iteration 111Q: 3 clusters Score -1330112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1330132.000000 Penalty: 1937.510742
	Iteration 112Q: 3 clusters Score -1330132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1330146.750000 Penalty: 1937.510742
	Iteration 113Q: 3 clusters Score -1330147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1330167.000000 Penalty: 1937.510742
	Iteration 114Q: 3 clusters Score -1330167 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1330184.500000 Penalty: 1937.510742
	Iteration 115Q: 3 clusters Score -1330184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1330203.375000 Penalty: 1937.510742
	Iteration 116Q: 3 clusters Score -1330203 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1330217.625000 Penalty: 1937.510742
	Iteration 117Q: 3 clusters Score -1330218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1330230.250000 Penalty: 1937.510742
	Iteration 118Q: 3 clusters Score -1330230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1330243.250000 Penalty: 1937.510742
	Iteration 119Q: 3 clusters Score -1330243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1330259.625000 Penalty: 1937.510742
	Iteration 120F: 3 clusters Score -1330260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1330269.250000 Penalty: 1937.510742
	Iteration 121Q: 3 clusters Score -1330269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1330279.750000 Penalty: 1937.510742
	Iteration 122Q: 3 clusters Score -1330280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1330293.125000 Penalty: 1937.510742
	Iteration 123Q: 3 clusters Score -1330293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1330310.125000 Penalty: 1937.510742
	Iteration 124Q: 3 clusters Score -1330310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1330322.750000 Penalty: 1937.510742
	Iteration 125Q: 3 clusters Score -1330323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1330327.500000 Penalty: 1937.510742
	Iteration 126Q: 3 clusters Score -1330328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1330333.625000 Penalty: 1937.510742
	Iteration 127Q: 3 clusters Score -1330334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1330341.250000 Penalty: 1937.510742
	Iteration 128Q: 3 clusters Score -1330341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1330348.875000 Penalty: 1937.510742
	Iteration 129Q: 3 clusters Score -1330349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1330354.875000 Penalty: 1937.510742
	Iteration 130Q: 3 clusters Score -1330355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1330357.125000 Penalty: 1937.510742
	Iteration 131Q: 3 clusters Score -1330357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1330356.875000 Penalty: 1937.510742
	Iteration 132Q: 3 clusters Score -1330357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1330358.875000 Penalty: 1937.510742
	Iteration 133Q: 3 clusters Score -1330359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1330364.875000 Penalty: 1937.510742
	Iteration 134Q: 3 clusters Score -1330365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1330366.250000 Penalty: 1937.510742
	Iteration 135Q: 3 clusters Score -1330366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1330369.750000 Penalty: 1937.510742
	Iteration 136Q: 3 clusters Score -1330370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1330368.500000 Penalty: 1937.510742
	Iteration 137Q: 3 clusters Score -1330368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1330373.125000 Penalty: 1937.510742
	Iteration 138Q: 3 clusters Score -1330373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1330378.250000 Penalty: 1937.510742
	Iteration 139Q: 3 clusters Score -1330378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1330380.000000 Penalty: 1937.510742
	Iteration 140F: 3 clusters Score -1330380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1330383.375000 Penalty: 1937.510742
	Iteration 141Q: 3 clusters Score -1330383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1330387.750000 Penalty: 1937.510742
	Iteration 142Q: 3 clusters Score -1330388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1330390.875000 Penalty: 1937.510742
	Iteration 143Q: 3 clusters Score -1330391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1330397.500000 Penalty: 1937.510742
	Iteration 144Q: 3 clusters Score -1330398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1330396.625000 Penalty: 1937.510742
	Iteration 145Q: 3 clusters Score -1330397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1330402.500000 Penalty: 1937.510742
	Iteration 146Q: 3 clusters Score -1330402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1330405.500000 Penalty: 1937.510742
	Iteration 147Q: 3 clusters Score -1330406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1330407.250000 Penalty: 1937.510742
	Iteration 148Q: 3 clusters Score -1330407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1330410.000000 Penalty: 1937.510742
	Iteration 149Q: 3 clusters Score -1330410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1330412.000000 Penalty: 1937.510742
	Iteration 150Q: 3 clusters Score -1330412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1330416.125000 Penalty: 1937.510742
	Iteration 151Q: 3 clusters Score -1330416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1330414.500000 Penalty: 1937.510742
	Iteration 152Q: 3 clusters Score -1330414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1330414.000000 Penalty: 1937.510742
	Iteration 153Q: 3 clusters Score -1330414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1330416.125000 Penalty: 1937.510742
	Iteration 154Q: 3 clusters Score -1330416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1330421.250000 Penalty: 1937.510742
	Iteration 155Q: 3 clusters Score -1330421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1330421.625000 Penalty: 1937.510742
	Iteration 156Q: 3 clusters Score -1330422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1330423.250000 Penalty: 1937.510742
	Iteration 157Q: 3 clusters Score -1330423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1330422.875000 Penalty: 1937.510742
	Iteration 158Q: 3 clusters Score -1330423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1330422.875000 Penalty: 1937.510742
	Iteration 159Q: 3 clusters Score -1330423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1330423.250000 Penalty: 1937.510742
	Iteration 160F: 3 clusters Score -1330423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1330426.500000 Penalty: 1937.510742
	Iteration 161Q: 3 clusters Score -1330426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1330426.000000 Penalty: 1937.510742
	Iteration 162Q: 3 clusters Score -1330426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1330428.500000 Penalty: 1937.510742
	Iteration 163Q: 3 clusters Score -1330428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1330427.125000 Penalty: 1937.510742
	Iteration 164Q: 3 clusters Score -1330427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1330428.875000 Penalty: 1937.510742
	Iteration 165Q: 3 clusters Score -1330429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1330428.875000 Penalty: 1937.510742
	Iteration 166F: 3 clusters Score -1330429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Entering Unmasked Estep 
Score: -862013.625000 Penalty: 914.019409
	Iteration 0F: 2 clusters Score -862013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -851965.250000 Penalty: 1828.038818
	Iteration 0F: 3 clusters Score -851965.2 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -855834.375000 Penalty: 1828.038818
	Iteration 1F: 3 clusters Score -855834.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -856183.312500 Penalty: 1828.038818
	Iteration 2F: 3 clusters Score -856183.3 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -856617.250000 Penalty: 1828.038818
	Iteration 3F: 3 clusters Score -856617.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -857149.437500 Penalty: 1828.038818
	Iteration 4F: 3 clusters Score -857149.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -857812.250000 Penalty: 1828.038818
	Iteration 5F: 3 clusters Score -857812.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -858585.562500 Penalty: 1828.038818
	Iteration 6F: 3 clusters Score -858585.6 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -859351.937500 Penalty: 1828.038818
	Iteration 7F: 3 clusters Score -859351.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -859969.125000 Penalty: 1828.038818
	Iteration 8F: 3 clusters Score -859969.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -860410.187500 Penalty: 1828.038818
	Iteration 9Q: 3 clusters Score -860410.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -860692.312500 Penalty: 1828.038818
	Iteration 10Q: 3 clusters Score -860692.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -860883.687500 Penalty: 1828.038818
	Iteration 11Q: 3 clusters Score -860883.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -860992.562500 Penalty: 1828.038818
	Iteration 12Q: 3 clusters Score -860992.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -861057.562500 Penalty: 1828.038818
	Iteration 13Q: 3 clusters Score -861057.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -861098.312500 Penalty: 1828.038818
	Iteration 14Q: 3 clusters Score -861098.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -861130.187500 Penalty: 1828.038818
	Iteration 15Q: 3 clusters Score -861130.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -861149.562500 Penalty: 1828.038818
	Iteration 16Q: 3 clusters Score -861149.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -861172.937500 Penalty: 1828.038818
	Iteration 17Q: 3 clusters Score -861172.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -861192.000000 Penalty: 1828.038818
	Iteration 18Q: 3 clusters Score -861192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -861201.250000 Penalty: 1828.038818
	Iteration 19Q: 3 clusters Score -861201.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -861211.125000 Penalty: 1828.038818
	Iteration 20F: 3 clusters Score -861211.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -861217.375000 Penalty: 1828.038818
	Iteration 21Q: 3 clusters Score -861217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -861225.250000 Penalty: 1828.038818
	Iteration 22Q: 3 clusters Score -861225.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -861227.500000 Penalty: 1828.038818
	Iteration 23Q: 3 clusters Score -861227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -861230.312500 Penalty: 1828.038818
	Iteration 24Q: 3 clusters Score -861230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -861231.875000 Penalty: 1828.038818
	Iteration 25Q: 3 clusters Score -861231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -861234.312500 Penalty: 1828.038818
	Iteration 26Q: 3 clusters Score -861234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -861235.000000 Penalty: 1828.038818
	Iteration 27Q: 3 clusters Score -861235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -861235.312500 Penalty: 1828.038818
	Iteration 28Q: 3 clusters Score -861235.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -861236.937500 Penalty: 1828.038818
	Iteration 29Q: 3 clusters Score -861236.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -861236.937500 Penalty: 1828.038818
	Iteration 30F: 3 clusters Score -861236.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -183066.562500 Penalty: 781.346497
	Iteration 0F: 2 clusters Score -183066.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -180286.546875 Penalty: 1562.692993
	Iteration 0F: 3 clusters Score -180286.5 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -181121.718750 Penalty: 1562.692993
	Iteration 1F: 3 clusters Score -181121.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -181293.421875 Penalty: 1562.692993
	Iteration 2F: 3 clusters Score -181293.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -181495.703125 Penalty: 1562.692993
	Iteration 3F: 3 clusters Score -181495.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -181687.000000 Penalty: 1562.692993
	Iteration 4F: 3 clusters Score -181687 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -181834.984375 Penalty: 1562.692993
	Iteration 5F: 3 clusters Score -181835 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -181945.656250 Penalty: 1562.692993
	Iteration 6Q: 3 clusters Score -181945.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -182041.218750 Penalty: 1562.692993
	Iteration 7Q: 3 clusters Score -182041.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -182127.984375 Penalty: 1562.692993
	Iteration 8Q: 3 clusters Score -182128 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -182213.484375 Penalty: 1562.692993
	Iteration 9Q: 3 clusters Score -182213.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -182310.546875 Penalty: 1562.692993
	Iteration 10Q: 3 clusters Score -182310.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -182404.875000 Penalty: 1562.692993
	Iteration 11Q: 3 clusters Score -182404.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -182480.437500 Penalty: 1562.692993
	Iteration 12Q: 3 clusters Score -182480.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -182525.906250 Penalty: 1562.692993
	Iteration 13Q: 3 clusters Score -182525.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -182561.656250 Penalty: 1562.692993
	Iteration 14Q: 3 clusters Score -182561.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -182591.296875 Penalty: 1562.692993
	Iteration 15Q: 3 clusters Score -182591.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -182621.781250 Penalty: 1562.692993
	Iteration 16Q: 3 clusters Score -182621.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -182647.062500 Penalty: 1562.692993
	Iteration 17Q: 3 clusters Score -182647.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -182665.250000 Penalty: 1562.692993
	Iteration 18Q: 3 clusters Score -182665.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -182675.281250 Penalty: 1562.692993
	Iteration 19Q: 3 clusters Score -182675.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -182681.765625 Penalty: 1562.692993
	Iteration 20F: 3 clusters Score -182681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -182686.859375 Penalty: 1562.692993
	Iteration 21Q: 3 clusters Score -182686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -182687.937500 Penalty: 1562.692993
	Iteration 22Q: 3 clusters Score -182687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -182690.000000 Penalty: 1562.692993
	Iteration 23Q: 3 clusters Score -182690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -182692.187500 Penalty: 1562.692993
	Iteration 24Q: 3 clusters Score -182692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -182693.328125 Penalty: 1562.692993
	Iteration 25Q: 3 clusters Score -182693.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -182694.078125 Penalty: 1562.692993
	Iteration 26Q: 3 clusters Score -182694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -182696.406250 Penalty: 1562.692993
	Iteration 27Q: 3 clusters Score -182696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -182699.000000 Penalty: 1562.692993
	Iteration 28Q: 3 clusters Score -182699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -182700.312500 Penalty: 1562.692993
	Iteration 29Q: 3 clusters Score -182700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -182701.984375 Penalty: 1562.692993
	Iteration 30Q: 3 clusters Score -182702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -182704.000000 Penalty: 1562.692993
	Iteration 31Q: 3 clusters Score -182704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -182705.343750 Penalty: 1562.692993
	Iteration 32Q: 3 clusters Score -182705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -182707.593750 Penalty: 1562.692993
	Iteration 33Q: 3 clusters Score -182707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -182707.609375 Penalty: 1562.692993
	Iteration 34Q: 3 clusters Score -182707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -182708.187500 Penalty: 1562.692993
	Iteration 35Q: 3 clusters Score -182708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -182708.656250 Penalty: 1562.692993
	Iteration 36Q: 3 clusters Score -182708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -182708.640625 Penalty: 1562.692993
	Iteration 37Q: 3 clusters Score -182708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -182709.593750 Penalty: 1562.692993
	Iteration 38Q: 3 clusters Score -182709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -182710.234375 Penalty: 1562.692993
	Iteration 39Q: 3 clusters Score -182710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -182712.031250 Penalty: 1562.692993
	Iteration 40F: 3 clusters Score -182712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -182713.078125 Penalty: 1562.692993
	Iteration 41Q: 3 clusters Score -182713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -182714.171875 Penalty: 1562.692993
	Iteration 42Q: 3 clusters Score -182714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -182715.437500 Penalty: 1562.692993
	Iteration 43Q: 3 clusters Score -182715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -182717.078125 Penalty: 1562.692993
	Iteration 44Q: 3 clusters Score -182717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -182719.109375 Penalty: 1562.692993
	Iteration 45Q: 3 clusters Score -182719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -182720.031250 Penalty: 1562.692993
	Iteration 46Q: 3 clusters Score -182720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -182720.734375 Penalty: 1562.692993
	Iteration 47Q: 3 clusters Score -182720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -182722.250000 Penalty: 1562.692993
	Iteration 48Q: 3 clusters Score -182722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -182723.671875 Penalty: 1562.692993
	Iteration 49Q: 3 clusters Score -182723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -182724.437500 Penalty: 1562.692993
	Iteration 50Q: 3 clusters Score -182724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -182725.296875 Penalty: 1562.692993
	Iteration 51Q: 3 clusters Score -182725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -182725.890625 Penalty: 1562.692993
	Iteration 52Q: 3 clusters Score -182725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -182725.890625 Penalty: 1562.692993
	Iteration 53F: 3 clusters Score -182725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -137732.343750 Penalty: 757.023254
	Iteration 0F: 2 clusters Score -137732.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -135467.375000 Penalty: 1514.046509
	Iteration 0F: 3 clusters Score -135467.4 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -136237.078125 Penalty: 1514.046509
	Iteration 1F: 3 clusters Score -136237.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -136417.531250 Penalty: 1514.046509
	Iteration 2F: 3 clusters Score -136417.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -136553.406250 Penalty: 1514.046509
	Iteration 3F: 3 clusters Score -136553.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -136654.453125 Penalty: 1514.046509
	Iteration 4F: 3 clusters Score -136654.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -136735.625000 Penalty: 1514.046509
	Iteration 5Q: 3 clusters Score -136735.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -136834.031250 Penalty: 1514.046509
	Iteration 6Q: 3 clusters Score -136834 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -136933.765625 Penalty: 1514.046509
	Iteration 7Q: 3 clusters Score -136933.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -137021.171875 Penalty: 1514.046509
	Iteration 8Q: 3 clusters Score -137021.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -137104.265625 Penalty: 1514.046509
	Iteration 9Q: 3 clusters Score -137104.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -137162.140625 Penalty: 1514.046509
	Iteration 10Q: 3 clusters Score -137162.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -137200.156250 Penalty: 1514.046509
	Iteration 11Q: 3 clusters Score -137200.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -137222.265625 Penalty: 1514.046509
	Iteration 12Q: 3 clusters Score -137222.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -137238.968750 Penalty: 1514.046509
	Iteration 13Q: 3 clusters Score -137239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -137246.546875 Penalty: 1514.046509
	Iteration 14Q: 3 clusters Score -137246.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -137252.046875 Penalty: 1514.046509
	Iteration 15Q: 3 clusters Score -137252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -137255.875000 Penalty: 1514.046509
	Iteration 16Q: 3 clusters Score -137255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -137260.125000 Penalty: 1514.046509
	Iteration 17Q: 3 clusters Score -137260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -137263.671875 Penalty: 1514.046509
	Iteration 18Q: 3 clusters Score -137263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -137268.296875 Penalty: 1514.046509
	Iteration 19Q: 3 clusters Score -137268.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -137272.421875 Penalty: 1514.046509
	Iteration 20F: 3 clusters Score -137272.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -137273.078125 Penalty: 1514.046509
	Iteration 21Q: 3 clusters Score -137273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -137274.375000 Penalty: 1514.046509
	Iteration 22Q: 3 clusters Score -137274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -137274.796875 Penalty: 1514.046509
	Iteration 23Q: 3 clusters Score -137274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -137276.531250 Penalty: 1514.046509
	Iteration 24Q: 3 clusters Score -137276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -137276.890625 Penalty: 1514.046509
	Iteration 25Q: 3 clusters Score -137276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -137277.203125 Penalty: 1514.046509
	Iteration 26Q: 3 clusters Score -137277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -137277.781250 Penalty: 1514.046509
	Iteration 27Q: 3 clusters Score -137277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -137279.421875 Penalty: 1514.046509
	Iteration 28Q: 3 clusters Score -137279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -137279.625000 Penalty: 1514.046509
	Iteration 29Q: 3 clusters Score -137279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -137279.625000 Penalty: 1514.046509
	Iteration 30F: 3 clusters Score -137279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Entering Unmasked Estep 
Score: -814649.750000 Penalty: 914.296204
	Iteration 0F: 2 clusters Score -814649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -804476.625000 Penalty: 1828.592407
	Iteration 0F: 3 clusters Score -804476.6 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -808621.687500 Penalty: 1828.592407
	Iteration 1F: 3 clusters Score -808621.7 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -809303.625000 Penalty: 1828.592407
	Iteration 2F: 3 clusters Score -809303.6 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -810122.812500 Penalty: 1828.592407
	Iteration 3F: 3 clusters Score -810122.8 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -811026.625000 Penalty: 1828.592407
	Iteration 4F: 3 clusters Score -811026.6 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -811790.500000 Penalty: 1828.592407
	Iteration 5F: 3 clusters Score -811790.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -812398.125000 Penalty: 1828.592407
	Iteration 6F: 3 clusters Score -812398.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -812850.562500 Penalty: 1828.592407
	Iteration 7Q: 3 clusters Score -812850.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -813179.125000 Penalty: 1828.592407
	Iteration 8Q: 3 clusters Score -813179.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -813415.062500 Penalty: 1828.592407
	Iteration 9Q: 3 clusters Score -813415.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -813599.000000 Penalty: 1828.592407
	Iteration 10Q: 3 clusters Score -813599 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -813728.125000 Penalty: 1828.592407
	Iteration 11Q: 3 clusters Score -813728.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -813810.437500 Penalty: 1828.592407
	Iteration 12Q: 3 clusters Score -813810.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -813856.437500 Penalty: 1828.592407
	Iteration 13Q: 3 clusters Score -813856.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -813889.812500 Penalty: 1828.592407
	Iteration 14Q: 3 clusters Score -813889.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -813915.687500 Penalty: 1828.592407
	Iteration 15Q: 3 clusters Score -813915.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -813926.250000 Penalty: 1828.592407
	Iteration 16Q: 3 clusters Score -813926.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -813937.125000 Penalty: 1828.592407
	Iteration 17Q: 3 clusters Score -813937.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -813941.375000 Penalty: 1828.592407
	Iteration 18Q: 3 clusters Score -813941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -813946.500000 Penalty: 1828.592407
	Iteration 19Q: 3 clusters Score -813946.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -813953.562500 Penalty: 1828.592407
	Iteration 20F: 3 clusters Score -813953.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -813954.437500 Penalty: 1828.592407
	Iteration 21Q: 3 clusters Score -813954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -813955.750000 Penalty: 1828.592407
	Iteration 22Q: 3 clusters Score -813955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -813957.812500 Penalty: 1828.592407
	Iteration 23Q: 3 clusters Score -813957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -813957.437500 Penalty: 1828.592407
	Iteration 24Q: 3 clusters Score -813957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -813958.312500 Penalty: 1828.592407
	Iteration 25Q: 3 clusters Score -813958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -813959.125000 Penalty: 1828.592407
	Iteration 26Q: 3 clusters Score -813959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -813959.125000 Penalty: 1828.592407
	Iteration 27F: 3 clusters Score -813959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136309 members 
Entering Unmasked Estep 
Score: -7420773.000000 Penalty: 1123.154541
	Iteration 0F: 2 clusters Score -7420773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -7328778.000000 Penalty: 2246.309082
	Iteration 0F: 3 clusters Score -7328778 nChanged 66447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -7371701.000000 Penalty: 2246.309082
	Iteration 1F: 3 clusters Score -7371701 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -7375390.500000 Penalty: 2246.309082
	Iteration 2F: 3 clusters Score -7375390 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -7380409.500000 Penalty: 2246.309082
	Iteration 3F: 3 clusters Score -7380410 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91691 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -7386305.500000 Penalty: 2246.309082
	Iteration 4F: 3 clusters Score -7386306 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7392045.000000 Penalty: 2246.309082
	Iteration 5F: 3 clusters Score -7392045 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -7397172.000000 Penalty: 2246.309082
	Iteration 6F: 3 clusters Score -7397172 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111511 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -7402210.000000 Penalty: 2246.309082
	Iteration 7Q: 3 clusters Score -7402210 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -7407283.500000 Penalty: 2246.309082
	Iteration 8Q: 3 clusters Score -7407284 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -7411390.500000 Penalty: 2246.309082
	Iteration 9Q: 3 clusters Score -7411390 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -7414054.000000 Penalty: 2246.309082
	Iteration 10Q: 3 clusters Score -7414054 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125316 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -7415541.500000 Penalty: 2246.309082
	Iteration 11Q: 3 clusters Score -7415542 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -7416420.000000 Penalty: 2246.309082
	Iteration 12Q: 3 clusters Score -7416420 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127866 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -7417091.000000 Penalty: 2246.309082
	Iteration 13Q: 3 clusters Score -7417091 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -7417630.000000 Penalty: 2246.309082
	Iteration 14Q: 3 clusters Score -7417630 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129707 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -7418093.000000 Penalty: 2246.309082
	Iteration 15Q: 3 clusters Score -7418093 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -7418443.500000 Penalty: 2246.309082
	Iteration 16Q: 3 clusters Score -7418444 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131077 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7418746.500000 Penalty: 2246.309082
	Iteration 17Q: 3 clusters Score -7418746 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131603 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -7418966.500000 Penalty: 2246.309082
	Iteration 18Q: 3 clusters Score -7418966 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132025 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -7419094.000000 Penalty: 2246.309082
	Iteration 19Q: 3 clusters Score -7419094 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7419233.000000 Penalty: 2246.309082
	Iteration 20F: 3 clusters Score -7419233 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132745 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7419357.500000 Penalty: 2246.309082
	Iteration 21Q: 3 clusters Score -7419358 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133042 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7419456.500000 Penalty: 2246.309082
	Iteration 22Q: 3 clusters Score -7419456 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133301 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7419517.500000 Penalty: 2246.309082
	Iteration 23Q: 3 clusters Score -7419518 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133545 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7419634.000000 Penalty: 2246.309082
	Iteration 24Q: 3 clusters Score -7419634 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133736 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7419691.000000 Penalty: 2246.309082
	Iteration 25Q: 3 clusters Score -7419691 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133916 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7419751.500000 Penalty: 2246.309082
	Iteration 26Q: 3 clusters Score -7419752 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134081 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7419783.000000 Penalty: 2246.309082
	Iteration 27Q: 3 clusters Score -7419783 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134224 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7419855.500000 Penalty: 2246.309082
	Iteration 28Q: 3 clusters Score -7419856 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134364 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7419891.500000 Penalty: 2246.309082
	Iteration 29Q: 3 clusters Score -7419892 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134499 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7419917.000000 Penalty: 2246.309082
	Iteration 30Q: 3 clusters Score -7419917 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134605 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7419967.000000 Penalty: 2246.309082
	Iteration 31Q: 3 clusters Score -7419967 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134696 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7419981.500000 Penalty: 2246.309082
	Iteration 32Q: 3 clusters Score -7419982 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134773 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7420012.000000 Penalty: 2246.309082
	Iteration 33Q: 3 clusters Score -7420012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134849 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7420041.000000 Penalty: 2246.309082
	Iteration 34Q: 3 clusters Score -7420041 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134908 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7420081.000000 Penalty: 2246.309082
	Iteration 35Q: 3 clusters Score -7420081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134972 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7420100.500000 Penalty: 2246.309082
	Iteration 36Q: 3 clusters Score -7420100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135023 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7420120.000000 Penalty: 2246.309082
	Iteration 37Q: 3 clusters Score -7420120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135061 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7420154.000000 Penalty: 2246.309082
	Iteration 38Q: 3 clusters Score -7420154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135097 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7420183.000000 Penalty: 2246.309082
	Iteration 39Q: 3 clusters Score -7420183 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7420207.000000 Penalty: 2246.309082
	Iteration 40F: 3 clusters Score -7420207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135154 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7420212.500000 Penalty: 2246.309082
	Iteration 41Q: 3 clusters Score -7420212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135165 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7420207.000000 Penalty: 2246.309082
	Iteration 42Q: 3 clusters Score -7420207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135181 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7420208.500000 Penalty: 2246.309082
	Iteration 43Q: 3 clusters Score -7420208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135192 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7420220.500000 Penalty: 2246.309082
	Iteration 44Q: 3 clusters Score -7420220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135198 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7420231.000000 Penalty: 2246.309082
	Iteration 45Q: 3 clusters Score -7420231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135200 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7420233.500000 Penalty: 2246.309082
	Iteration 46Q: 3 clusters Score -7420234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135205 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7420239.500000 Penalty: 2246.309082
	Iteration 47Q: 3 clusters Score -7420240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7420246.000000 Penalty: 2246.309082
	Iteration 48Q: 3 clusters Score -7420246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7420244.000000 Penalty: 2246.309082
	Iteration 49Q: 3 clusters Score -7420244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7420237.000000 Penalty: 2246.309082
	Iteration 50Q: 3 clusters Score -7420237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7420234.500000 Penalty: 2246.309082
	Iteration 51Q: 3 clusters Score -7420234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135211 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7420240.000000 Penalty: 2246.309082
	Iteration 52Q: 3 clusters Score -7420240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135213 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7420235.000000 Penalty: 2246.309082
	Iteration 53Q: 3 clusters Score -7420235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135215 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7420230.500000 Penalty: 2246.309082
	Iteration 54Q: 3 clusters Score -7420230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135217 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7420233.000000 Penalty: 2246.309082
	Iteration 55Q: 3 clusters Score -7420233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135217 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7420233.500000 Penalty: 2246.309082
	Iteration 56Q: 3 clusters Score -7420234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135217 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7420236.000000 Penalty: 2246.309082
	Iteration 57Q: 3 clusters Score -7420236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7420239.500000 Penalty: 2246.309082
	Iteration 58Q: 3 clusters Score -7420240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135223 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7420244.500000 Penalty: 2246.309082
	Iteration 59Q: 3 clusters Score -7420244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135223 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7420244.500000 Penalty: 2246.309082
	Iteration 60F: 3 clusters Score -7420244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -98915.562500 Penalty: 710.318665
	Iteration 0F: 2 clusters Score -98915.56 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: -97327.921875 Penalty: 1420.637329
	Iteration 0F: 3 clusters Score -97327.92 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -97706.421875 Penalty: 1420.637329
	Iteration 1F: 3 clusters Score -97706.42 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -97805.593750 Penalty: 1420.637329
	Iteration 2F: 3 clusters Score -97805.59 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -97877.953125 Penalty: 1420.637329
	Iteration 3F: 3 clusters Score -97877.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -97923.328125 Penalty: 1420.637329
	Iteration 4Q: 3 clusters Score -97923.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -97958.648438 Penalty: 1420.637329
	Iteration 5Q: 3 clusters Score -97958.65 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -97997.851562 Penalty: 1420.637329
	Iteration 6Q: 3 clusters Score -97997.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -98036.945312 Penalty: 1420.637329
	Iteration 7Q: 3 clusters Score -98036.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -98082.312500 Penalty: 1420.637329
	Iteration 8Q: 3 clusters Score -98082.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -98129.789062 Penalty: 1420.637329
	Iteration 9Q: 3 clusters Score -98129.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -98182.578125 Penalty: 1420.637329
	Iteration 10Q: 3 clusters Score -98182.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -98243.375000 Penalty: 1420.637329
	Iteration 11Q: 3 clusters Score -98243.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -98292.531250 Penalty: 1420.637329
	Iteration 12Q: 3 clusters Score -98292.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -98326.773438 Penalty: 1420.637329
	Iteration 13Q: 3 clusters Score -98326.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -98350.210938 Penalty: 1420.637329
	Iteration 14Q: 3 clusters Score -98350.21 nChanged 36
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: -98379.789062 Penalty: 1420.637329
	Iteration 15Q: 3 clusters Score -98379.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -98407.328125 Penalty: 1420.637329
	Iteration 16Q: 3 clusters Score -98407.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -98429.703125 Penalty: 1420.637329
	Iteration 17Q: 3 clusters Score -98429.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -98442.203125 Penalty: 1420.637329
	Iteration 18Q: 3 clusters Score -98442.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -98456.171875 Penalty: 1420.637329
	Iteration 19Q: 3 clusters Score -98456.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -98467.765625 Penalty: 1420.637329
	Iteration 20F: 3 clusters Score -98467.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -98470.687500 Penalty: 1420.637329
	Iteration 21Q: 3 clusters Score -98470.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -98471.195312 Penalty: 1420.637329
	Iteration 22Q: 3 clusters Score -98471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -98471.195312 Penalty: 1420.637329
	Iteration 23F: 3 clusters Score -98471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Entering Unmasked Estep 
Score: -1807317.000000 Penalty: 976.060974
	Iteration 0F: 2 clusters Score -1807317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1787919.250000 Penalty: 1952.121948
	Iteration 0F: 3 clusters Score -1787919 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1795666.500000 Penalty: 1952.121948
	Iteration 1F: 3 clusters Score -1795666 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1795900.875000 Penalty: 1952.121948
	Iteration 2Q: 3 clusters Score -1795901 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1796149.375000 Penalty: 1952.121948
	Iteration 3Q: 3 clusters Score -1796149 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1796466.750000 Penalty: 1952.121948
	Iteration 4Q: 3 clusters Score -1796467 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1796956.500000 Penalty: 1952.121948
	Iteration 5Q: 3 clusters Score -1796956 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1797794.250000 Penalty: 1952.121948
	Iteration 6F: 3 clusters Score -1797794 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1799160.625000 Penalty: 1952.121948
	Iteration 7F: 3 clusters Score -1799161 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1801013.875000 Penalty: 1952.121948
	Iteration 8F: 3 clusters Score -1801014 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1802826.375000 Penalty: 1952.121948
	Iteration 9F: 3 clusters Score -1802826 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1804177.000000 Penalty: 1952.121948
	Iteration 10Q: 3 clusters Score -1804177 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1805052.625000 Penalty: 1952.121948
	Iteration 11Q: 3 clusters Score -1805053 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1805581.625000 Penalty: 1952.121948
	Iteration 12Q: 3 clusters Score -1805582 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1805896.000000 Penalty: 1952.121948
	Iteration 13Q: 3 clusters Score -1805896 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1806116.625000 Penalty: 1952.121948
	Iteration 14Q: 3 clusters Score -1806117 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1806254.500000 Penalty: 1952.121948
	Iteration 15Q: 3 clusters Score -1806254 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1806325.750000 Penalty: 1952.121948
	Iteration 16Q: 3 clusters Score -1806326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1806363.625000 Penalty: 1952.121948
	Iteration 17Q: 3 clusters Score -1806364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1806388.750000 Penalty: 1952.121948
	Iteration 18Q: 3 clusters Score -1806389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1806405.000000 Penalty: 1952.121948
	Iteration 19Q: 3 clusters Score -1806405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1806422.000000 Penalty: 1952.121948
	Iteration 20F: 3 clusters Score -1806422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1806428.250000 Penalty: 1952.121948
	Iteration 21Q: 3 clusters Score -1806428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1806435.250000 Penalty: 1952.121948
	Iteration 22Q: 3 clusters Score -1806435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1806441.125000 Penalty: 1952.121948
	Iteration 23Q: 3 clusters Score -1806441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1806446.125000 Penalty: 1952.121948
	Iteration 24Q: 3 clusters Score -1806446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1806448.625000 Penalty: 1952.121948
	Iteration 25Q: 3 clusters Score -1806449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1806451.375000 Penalty: 1952.121948
	Iteration 26Q: 3 clusters Score -1806451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1806451.625000 Penalty: 1952.121948
	Iteration 27Q: 3 clusters Score -1806452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1806451.750000 Penalty: 1952.121948
	Iteration 28Q: 3 clusters Score -1806452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1806454.000000 Penalty: 1952.121948
	Iteration 29Q: 3 clusters Score -1806454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1806454.000000 Penalty: 1952.121948
	Iteration 30F: 3 clusters Score -1806454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Entering Unmasked Estep 
Score: -1210459.500000 Penalty: 954.364441
	Iteration 0F: 2 clusters Score -1210460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1195067.375000 Penalty: 1908.728882
	Iteration 0F: 3 clusters Score -1195067 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1201214.500000 Penalty: 1908.728882
	Iteration 1F: 3 clusters Score -1201214 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1201779.875000 Penalty: 1908.728882
	Iteration 2F: 3 clusters Score -1201780 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1202481.875000 Penalty: 1908.728882
	Iteration 3F: 3 clusters Score -1202482 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1203311.375000 Penalty: 1908.728882
	Iteration 4F: 3 clusters Score -1203311 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1204318.375000 Penalty: 1908.728882
	Iteration 5F: 3 clusters Score -1204318 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1205269.500000 Penalty: 1908.728882
	Iteration 6F: 3 clusters Score -1205270 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1206006.375000 Penalty: 1908.728882
	Iteration 7F: 3 clusters Score -1206006 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1206509.000000 Penalty: 1908.728882
	Iteration 8Q: 3 clusters Score -1206509 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1206828.125000 Penalty: 1908.728882
	Iteration 9Q: 3 clusters Score -1206828 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1207016.125000 Penalty: 1908.728882
	Iteration 10Q: 3 clusters Score -1207016 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1207153.000000 Penalty: 1908.728882
	Iteration 11Q: 3 clusters Score -1207153 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1207266.500000 Penalty: 1908.728882
	Iteration 12Q: 3 clusters Score -1207266 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1207354.250000 Penalty: 1908.728882
	Iteration 13Q: 3 clusters Score -1207354 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1207439.625000 Penalty: 1908.728882
	Iteration 14Q: 3 clusters Score -1207440 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1207517.375000 Penalty: 1908.728882
	Iteration 15Q: 3 clusters Score -1207517 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1207585.750000 Penalty: 1908.728882
	Iteration 16Q: 3 clusters Score -1207586 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1207655.375000 Penalty: 1908.728882
	Iteration 17Q: 3 clusters Score -1207655 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1207710.250000 Penalty: 1908.728882
	Iteration 18Q: 3 clusters Score -1207710 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1207778.500000 Penalty: 1908.728882
	Iteration 19Q: 3 clusters Score -1207778 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1207846.125000 Penalty: 1908.728882
	Iteration 20F: 3 clusters Score -1207846 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1207915.625000 Penalty: 1908.728882
	Iteration 21Q: 3 clusters Score -1207916 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1207988.500000 Penalty: 1908.728882
	Iteration 22Q: 3 clusters Score -1207988 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1208073.375000 Penalty: 1908.728882
	Iteration 23Q: 3 clusters Score -1208073 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1208165.375000 Penalty: 1908.728882
	Iteration 24Q: 3 clusters Score -1208165 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1208248.125000 Penalty: 1908.728882
	Iteration 25Q: 3 clusters Score -1208248 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1208329.375000 Penalty: 1908.728882
	Iteration 26Q: 3 clusters Score -1208329 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1208419.625000 Penalty: 1908.728882
	Iteration 27Q: 3 clusters Score -1208420 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1208518.625000 Penalty: 1908.728882
	Iteration 28Q: 3 clusters Score -1208519 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1208618.625000 Penalty: 1908.728882
	Iteration 29Q: 3 clusters Score -1208619 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1208707.875000 Penalty: 1908.728882
	Iteration 30Q: 3 clusters Score -1208708 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1208805.375000 Penalty: 1908.728882
	Iteration 31Q: 3 clusters Score -1208805 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1208906.750000 Penalty: 1908.728882
	Iteration 32Q: 3 clusters Score -1208907 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1209005.625000 Penalty: 1908.728882
	Iteration 33Q: 3 clusters Score -1209006 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1209093.875000 Penalty: 1908.728882
	Iteration 34Q: 3 clusters Score -1209094 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1209170.125000 Penalty: 1908.728882
	Iteration 35Q: 3 clusters Score -1209170 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1209253.875000 Penalty: 1908.728882
	Iteration 36Q: 3 clusters Score -1209254 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1209317.500000 Penalty: 1908.728882
	Iteration 37Q: 3 clusters Score -1209318 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1209381.875000 Penalty: 1908.728882
	Iteration 38Q: 3 clusters Score -1209382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1209447.375000 Penalty: 1908.728882
	Iteration 39Q: 3 clusters Score -1209447 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1209513.875000 Penalty: 1908.728882
	Iteration 40F: 3 clusters Score -1209514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1209590.625000 Penalty: 1908.728882
	Iteration 41Q: 3 clusters Score -1209591 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1209649.250000 Penalty: 1908.728882
	Iteration 42Q: 3 clusters Score -1209649 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1209708.875000 Penalty: 1908.728882
	Iteration 43Q: 3 clusters Score -1209709 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1209758.500000 Penalty: 1908.728882
	Iteration 44Q: 3 clusters Score -1209758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1209799.250000 Penalty: 1908.728882
	Iteration 45Q: 3 clusters Score -1209799 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1209842.750000 Penalty: 1908.728882
	Iteration 46Q: 3 clusters Score -1209843 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1209883.000000 Penalty: 1908.728882
	Iteration 47Q: 3 clusters Score -1209883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1209915.625000 Penalty: 1908.728882
	Iteration 48Q: 3 clusters Score -1209916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1209950.875000 Penalty: 1908.728882
	Iteration 49Q: 3 clusters Score -1209951 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1209981.375000 Penalty: 1908.728882
	Iteration 50Q: 3 clusters Score -1209981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1210007.500000 Penalty: 1908.728882
	Iteration 51Q: 3 clusters Score -1210008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1210019.500000 Penalty: 1908.728882
	Iteration 52Q: 3 clusters Score -1210020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1210037.125000 Penalty: 1908.728882
	Iteration 53Q: 3 clusters Score -1210037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1210046.125000 Penalty: 1908.728882
	Iteration 54Q: 3 clusters Score -1210046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1210053.375000 Penalty: 1908.728882
	Iteration 55Q: 3 clusters Score -1210053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1210064.875000 Penalty: 1908.728882
	Iteration 56Q: 3 clusters Score -1210065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1210070.625000 Penalty: 1908.728882
	Iteration 57Q: 3 clusters Score -1210071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1210076.875000 Penalty: 1908.728882
	Iteration 58Q: 3 clusters Score -1210077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1210079.000000 Penalty: 1908.728882
	Iteration 59Q: 3 clusters Score -1210079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1210078.250000 Penalty: 1908.728882
	Iteration 60F: 3 clusters Score -1210078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1210078.375000 Penalty: 1908.728882
	Iteration 61Q: 3 clusters Score -1210078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1210080.000000 Penalty: 1908.728882
	Iteration 62Q: 3 clusters Score -1210080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1210080.000000 Penalty: 1908.728882
	Iteration 63F: 3 clusters Score -1210080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Entering Unmasked Estep 
Score: -710381.875000 Penalty: 901.083496
	Iteration 0F: 2 clusters Score -710381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -701395.125000 Penalty: 1802.166992
	Iteration 0F: 3 clusters Score -701395.1 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -704818.125000 Penalty: 1802.166992
	Iteration 1F: 3 clusters Score -704818.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -705159.437500 Penalty: 1802.166992
	Iteration 2F: 3 clusters Score -705159.4 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -705654.375000 Penalty: 1802.166992
	Iteration 3F: 3 clusters Score -705654.4 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -706289.687500 Penalty: 1802.166992
	Iteration 4F: 3 clusters Score -706289.7 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -707083.687500 Penalty: 1802.166992
	Iteration 5F: 3 clusters Score -707083.7 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -707898.812500 Penalty: 1802.166992
	Iteration 6F: 3 clusters Score -707898.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -708560.750000 Penalty: 1802.166992
	Iteration 7F: 3 clusters Score -708560.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -709017.937500 Penalty: 1802.166992
	Iteration 8Q: 3 clusters Score -709017.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -709274.750000 Penalty: 1802.166992
	Iteration 9Q: 3 clusters Score -709274.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -709448.250000 Penalty: 1802.166992
	Iteration 10Q: 3 clusters Score -709448.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -709528.500000 Penalty: 1802.166992
	Iteration 11Q: 3 clusters Score -709528.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -709568.375000 Penalty: 1802.166992
	Iteration 12Q: 3 clusters Score -709568.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -709591.812500 Penalty: 1802.166992
	Iteration 13Q: 3 clusters Score -709591.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -709611.000000 Penalty: 1802.166992
	Iteration 14Q: 3 clusters Score -709611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -709619.000000 Penalty: 1802.166992
	Iteration 15Q: 3 clusters Score -709619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -709629.812500 Penalty: 1802.166992
	Iteration 16Q: 3 clusters Score -709629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -709631.750000 Penalty: 1802.166992
	Iteration 17Q: 3 clusters Score -709631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -709634.125000 Penalty: 1802.166992
	Iteration 18Q: 3 clusters Score -709634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -709634.125000 Penalty: 1802.166992
	Iteration 19F: 3 clusters Score -709634.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Entering Unmasked Estep 
Score: -251664.953125 Penalty: 796.491333
	Iteration 0F: 2 clusters Score -251665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -248450.375000 Penalty: 1592.982666
	Iteration 0F: 3 clusters Score -248450.4 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -249434.937500 Penalty: 1592.982666
	Iteration 1F: 3 clusters Score -249434.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -249549.031250 Penalty: 1592.982666
	Iteration 2F: 3 clusters Score -249549 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -249633.984375 Penalty: 1592.982666
	Iteration 3Q: 3 clusters Score -249634 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -249702.000000 Penalty: 1592.982666
	Iteration 4Q: 3 clusters Score -249702 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -249751.468750 Penalty: 1592.982666
	Iteration 5Q: 3 clusters Score -249751.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -249795.718750 Penalty: 1592.982666
	Iteration 6Q: 3 clusters Score -249795.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -249839.125000 Penalty: 1592.982666
	Iteration 7Q: 3 clusters Score -249839.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -249887.859375 Penalty: 1592.982666
	Iteration 8Q: 3 clusters Score -249887.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -249945.875000 Penalty: 1592.982666
	Iteration 9Q: 3 clusters Score -249945.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -250010.640625 Penalty: 1592.982666
	Iteration 10Q: 3 clusters Score -250010.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -250078.515625 Penalty: 1592.982666
	Iteration 11Q: 3 clusters Score -250078.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -250148.625000 Penalty: 1592.982666
	Iteration 12Q: 3 clusters Score -250148.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -250232.640625 Penalty: 1592.982666
	Iteration 13Q: 3 clusters Score -250232.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -250305.484375 Penalty: 1592.982666
	Iteration 14Q: 3 clusters Score -250305.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -250353.281250 Penalty: 1592.982666
	Iteration 15Q: 3 clusters Score -250353.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -250383.140625 Penalty: 1592.982666
	Iteration 16Q: 3 clusters Score -250383.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -250400.281250 Penalty: 1592.982666
	Iteration 17Q: 3 clusters Score -250400.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -250407.187500 Penalty: 1592.982666
	Iteration 18Q: 3 clusters Score -250407.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -250413.390625 Penalty: 1592.982666
	Iteration 19Q: 3 clusters Score -250413.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -250419.265625 Penalty: 1592.982666
	Iteration 20F: 3 clusters Score -250419.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -250425.171875 Penalty: 1592.982666
	Iteration 21Q: 3 clusters Score -250425.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -250428.562500 Penalty: 1592.982666
	Iteration 22Q: 3 clusters Score -250428.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -250432.031250 Penalty: 1592.982666
	Iteration 23Q: 3 clusters Score -250432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -250435.156250 Penalty: 1592.982666
	Iteration 24Q: 3 clusters Score -250435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -250436.671875 Penalty: 1592.982666
	Iteration 25Q: 3 clusters Score -250436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -250437.890625 Penalty: 1592.982666
	Iteration 26Q: 3 clusters Score -250437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -250438.937500 Penalty: 1592.982666
	Iteration 27Q: 3 clusters Score -250438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -250439.734375 Penalty: 1592.982666
	Iteration 28Q: 3 clusters Score -250439.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -250440.187500 Penalty: 1592.982666
	Iteration 29Q: 3 clusters Score -250440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -250440.906250 Penalty: 1592.982666
	Iteration 30Q: 3 clusters Score -250440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -250441.281250 Penalty: 1592.982666
	Iteration 31Q: 3 clusters Score -250441.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -250442.468750 Penalty: 1592.982666
	Iteration 32Q: 3 clusters Score -250442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -250442.375000 Penalty: 1592.982666
	Iteration 33Q: 3 clusters Score -250442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -250442.781250 Penalty: 1592.982666
	Iteration 34Q: 3 clusters Score -250442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -250443.390625 Penalty: 1592.982666
	Iteration 35Q: 3 clusters Score -250443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -250443.390625 Penalty: 1592.982666
	Iteration 36F: 3 clusters Score -250443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Entering Unmasked Estep 
Score: -959545.812500 Penalty: 928.811218
	Iteration 0F: 2 clusters Score -959545.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -947745.062500 Penalty: 1857.622437
	Iteration 0F: 3 clusters Score -947745.1 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -952744.250000 Penalty: 1857.622437
	Iteration 1F: 3 clusters Score -952744.2 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -953776.562500 Penalty: 1857.622437
	Iteration 2F: 3 clusters Score -953776.6 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -955018.500000 Penalty: 1857.622437
	Iteration 3F: 3 clusters Score -955018.5 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -956220.812500 Penalty: 1857.622437
	Iteration 4F: 3 clusters Score -956220.8 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -957264.375000 Penalty: 1857.622437
	Iteration 5F: 3 clusters Score -957264.4 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -958055.750000 Penalty: 1857.622437
	Iteration 6F: 3 clusters Score -958055.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -958588.437500 Penalty: 1857.622437
	Iteration 7Q: 3 clusters Score -958588.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -958893.437500 Penalty: 1857.622437
	Iteration 8Q: 3 clusters Score -958893.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -959031.000000 Penalty: 1857.622437
	Iteration 9Q: 3 clusters Score -959031 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -959070.125000 Penalty: 1857.622437
	Iteration 10Q: 3 clusters Score -959070.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -959085.562500 Penalty: 1857.622437
	Iteration 11Q: 3 clusters Score -959085.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -959099.687500 Penalty: 1857.622437
	Iteration 12Q: 3 clusters Score -959099.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -959107.625000 Penalty: 1857.622437
	Iteration 13Q: 3 clusters Score -959107.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -959111.625000 Penalty: 1857.622437
	Iteration 14Q: 3 clusters Score -959111.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -959117.750000 Penalty: 1857.622437
	Iteration 15Q: 3 clusters Score -959117.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -959126.500000 Penalty: 1857.622437
	Iteration 16Q: 3 clusters Score -959126.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -959129.437500 Penalty: 1857.622437
	Iteration 17Q: 3 clusters Score -959129.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -959138.937500 Penalty: 1857.622437
	Iteration 18Q: 3 clusters Score -959138.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -959144.687500 Penalty: 1857.622437
	Iteration 19Q: 3 clusters Score -959144.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -959148.562500 Penalty: 1857.622437
	Iteration 20F: 3 clusters Score -959148.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -959153.875000 Penalty: 1857.622437
	Iteration 21Q: 3 clusters Score -959153.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -959157.500000 Penalty: 1857.622437
	Iteration 22Q: 3 clusters Score -959157.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -959159.125000 Penalty: 1857.622437
	Iteration 23Q: 3 clusters Score -959159.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -959165.625000 Penalty: 1857.622437
	Iteration 24Q: 3 clusters Score -959165.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -959171.312500 Penalty: 1857.622437
	Iteration 25Q: 3 clusters Score -959171.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -959175.625000 Penalty: 1857.622437
	Iteration 26Q: 3 clusters Score -959175.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -959178.187500 Penalty: 1857.622437
	Iteration 27Q: 3 clusters Score -959178.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -959183.375000 Penalty: 1857.622437
	Iteration 28Q: 3 clusters Score -959183.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -959188.125000 Penalty: 1857.622437
	Iteration 29Q: 3 clusters Score -959188.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -959189.875000 Penalty: 1857.622437
	Iteration 30Q: 3 clusters Score -959189.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -959190.750000 Penalty: 1857.622437
	Iteration 31Q: 3 clusters Score -959190.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -959199.750000 Penalty: 1857.622437
	Iteration 32Q: 3 clusters Score -959199.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -959208.312500 Penalty: 1857.622437
	Iteration 33Q: 3 clusters Score -959208.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -959210.875000 Penalty: 1857.622437
	Iteration 34Q: 3 clusters Score -959210.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -959212.562500 Penalty: 1857.622437
	Iteration 35Q: 3 clusters Score -959212.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -959217.187500 Penalty: 1857.622437
	Iteration 36Q: 3 clusters Score -959217.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -959220.812500 Penalty: 1857.622437
	Iteration 37Q: 3 clusters Score -959220.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -959226.312500 Penalty: 1857.622437
	Iteration 38Q: 3 clusters Score -959226.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -959230.937500 Penalty: 1857.622437
	Iteration 39Q: 3 clusters Score -959230.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -959234.562500 Penalty: 1857.622437
	Iteration 40F: 3 clusters Score -959234.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -959234.375000 Penalty: 1857.622437
	Iteration 41Q: 3 clusters Score -959234.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -959239.250000 Penalty: 1857.622437
	Iteration 42Q: 3 clusters Score -959239.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -959243.000000 Penalty: 1857.622437
	Iteration 43Q: 3 clusters Score -959243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -959247.687500 Penalty: 1857.622437
	Iteration 44Q: 3 clusters Score -959247.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -959255.000000 Penalty: 1857.622437
	Iteration 45Q: 3 clusters Score -959255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -959260.937500 Penalty: 1857.622437
	Iteration 46Q: 3 clusters Score -959260.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -959265.500000 Penalty: 1857.622437
	Iteration 47Q: 3 clusters Score -959265.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -959271.687500 Penalty: 1857.622437
	Iteration 48Q: 3 clusters Score -959271.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -959277.625000 Penalty: 1857.622437
	Iteration 49Q: 3 clusters Score -959277.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -959282.000000 Penalty: 1857.622437
	Iteration 50Q: 3 clusters Score -959282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -959285.625000 Penalty: 1857.622437
	Iteration 51Q: 3 clusters Score -959285.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -959288.375000 Penalty: 1857.622437
	Iteration 52Q: 3 clusters Score -959288.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -959296.562500 Penalty: 1857.622437
	Iteration 53Q: 3 clusters Score -959296.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -959305.000000 Penalty: 1857.622437
	Iteration 54Q: 3 clusters Score -959305 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -959309.062500 Penalty: 1857.622437
	Iteration 55Q: 3 clusters Score -959309.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -959312.750000 Penalty: 1857.622437
	Iteration 56Q: 3 clusters Score -959312.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -959317.312500 Penalty: 1857.622437
	Iteration 57Q: 3 clusters Score -959317.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -959321.625000 Penalty: 1857.622437
	Iteration 58Q: 3 clusters Score -959321.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -959322.625000 Penalty: 1857.622437
	Iteration 59Q: 3 clusters Score -959322.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -959322.812500 Penalty: 1857.622437
	Iteration 60F: 3 clusters Score -959322.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -959326.500000 Penalty: 1857.622437
	Iteration 61Q: 3 clusters Score -959326.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -959331.125000 Penalty: 1857.622437
	Iteration 62Q: 3 clusters Score -959331.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -959335.500000 Penalty: 1857.622437
	Iteration 63Q: 3 clusters Score -959335.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -959337.937500 Penalty: 1857.622437
	Iteration 64Q: 3 clusters Score -959337.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -959346.875000 Penalty: 1857.622437
	Iteration 65Q: 3 clusters Score -959346.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -959351.125000 Penalty: 1857.622437
	Iteration 66Q: 3 clusters Score -959351.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -959354.375000 Penalty: 1857.622437
	Iteration 67Q: 3 clusters Score -959354.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -959360.062500 Penalty: 1857.622437
	Iteration 68Q: 3 clusters Score -959360.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -959365.687500 Penalty: 1857.622437
	Iteration 69Q: 3 clusters Score -959365.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -959371.437500 Penalty: 1857.622437
	Iteration 70Q: 3 clusters Score -959371.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -959374.250000 Penalty: 1857.622437
	Iteration 71Q: 3 clusters Score -959374.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -959377.062500 Penalty: 1857.622437
	Iteration 72Q: 3 clusters Score -959377.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -959384.187500 Penalty: 1857.622437
	Iteration 73Q: 3 clusters Score -959384.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -959385.250000 Penalty: 1857.622437
	Iteration 74Q: 3 clusters Score -959385.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -959389.312500 Penalty: 1857.622437
	Iteration 75Q: 3 clusters Score -959389.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -959393.062500 Penalty: 1857.622437
	Iteration 76Q: 3 clusters Score -959393.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -959398.875000 Penalty: 1857.622437
	Iteration 77Q: 3 clusters Score -959398.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -959407.062500 Penalty: 1857.622437
	Iteration 78Q: 3 clusters Score -959407.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -959413.687500 Penalty: 1857.622437
	Iteration 79Q: 3 clusters Score -959413.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -959418.312500 Penalty: 1857.622437
	Iteration 80F: 3 clusters Score -959418.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -959422.625000 Penalty: 1857.622437
	Iteration 81Q: 3 clusters Score -959422.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -959431.375000 Penalty: 1857.622437
	Iteration 82Q: 3 clusters Score -959431.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -959441.000000 Penalty: 1857.622437
	Iteration 83Q: 3 clusters Score -959441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -959446.000000 Penalty: 1857.622437
	Iteration 84Q: 3 clusters Score -959446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -959450.375000 Penalty: 1857.622437
	Iteration 85Q: 3 clusters Score -959450.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -959452.500000 Penalty: 1857.622437
	Iteration 86Q: 3 clusters Score -959452.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -959456.500000 Penalty: 1857.622437
	Iteration 87Q: 3 clusters Score -959456.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -959456.500000 Penalty: 1857.622437
	Iteration 88Q: 3 clusters Score -959456.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -959457.062500 Penalty: 1857.622437
	Iteration 89Q: 3 clusters Score -959457.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -959459.937500 Penalty: 1857.622437
	Iteration 90Q: 3 clusters Score -959459.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -959464.250000 Penalty: 1857.622437
	Iteration 91Q: 3 clusters Score -959464.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -959466.250000 Penalty: 1857.622437
	Iteration 92Q: 3 clusters Score -959466.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -959472.187500 Penalty: 1857.622437
	Iteration 93Q: 3 clusters Score -959472.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -959473.812500 Penalty: 1857.622437
	Iteration 94Q: 3 clusters Score -959473.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -959479.687500 Penalty: 1857.622437
	Iteration 95Q: 3 clusters Score -959479.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -959482.187500 Penalty: 1857.622437
	Iteration 96Q: 3 clusters Score -959482.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -959483.250000 Penalty: 1857.622437
	Iteration 97Q: 3 clusters Score -959483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -959485.437500 Penalty: 1857.622437
	Iteration 98Q: 3 clusters Score -959485.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -959486.375000 Penalty: 1857.622437
	Iteration 99Q: 3 clusters Score -959486.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -959489.750000 Penalty: 1857.622437
	Iteration 100F: 3 clusters Score -959489.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -959492.875000 Penalty: 1857.622437
	Iteration 101Q: 3 clusters Score -959492.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -959498.750000 Penalty: 1857.622437
	Iteration 102Q: 3 clusters Score -959498.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -959502.312500 Penalty: 1857.622437
	Iteration 103Q: 3 clusters Score -959502.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -959505.687500 Penalty: 1857.622437
	Iteration 104Q: 3 clusters Score -959505.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -959510.312500 Penalty: 1857.622437
	Iteration 105Q: 3 clusters Score -959510.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -959514.250000 Penalty: 1857.622437
	Iteration 106Q: 3 clusters Score -959514.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -959516.937500 Penalty: 1857.622437
	Iteration 107Q: 3 clusters Score -959516.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -959518.437500 Penalty: 1857.622437
	Iteration 108Q: 3 clusters Score -959518.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -959524.625000 Penalty: 1857.622437
	Iteration 109Q: 3 clusters Score -959524.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -959529.000000 Penalty: 1857.622437
	Iteration 110Q: 3 clusters Score -959529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -959534.187500 Penalty: 1857.622437
	Iteration 111Q: 3 clusters Score -959534.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -959534.562500 Penalty: 1857.622437
	Iteration 112Q: 3 clusters Score -959534.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -959538.625000 Penalty: 1857.622437
	Iteration 113Q: 3 clusters Score -959538.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -959543.125000 Penalty: 1857.622437
	Iteration 114Q: 3 clusters Score -959543.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -959544.437500 Penalty: 1857.622437
	Iteration 115Q: 3 clusters Score -959544.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -959550.375000 Penalty: 1857.622437
	Iteration 116Q: 3 clusters Score -959550.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -959551.000000 Penalty: 1857.622437
	Iteration 117Q: 3 clusters Score -959551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -959553.000000 Penalty: 1857.622437
	Iteration 118Q: 3 clusters Score -959553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -959556.500000 Penalty: 1857.622437
	Iteration 119Q: 3 clusters Score -959556.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -959561.562500 Penalty: 1857.622437
	Iteration 120F: 3 clusters Score -959561.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -959563.125000 Penalty: 1857.622437
	Iteration 121Q: 3 clusters Score -959563.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -959565.625000 Penalty: 1857.622437
	Iteration 122Q: 3 clusters Score -959565.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -959567.500000 Penalty: 1857.622437
	Iteration 123Q: 3 clusters Score -959567.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -959571.500000 Penalty: 1857.622437
	Iteration 124Q: 3 clusters Score -959571.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -959574.687500 Penalty: 1857.622437
	Iteration 125Q: 3 clusters Score -959574.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -959578.687500 Penalty: 1857.622437
	Iteration 126Q: 3 clusters Score -959578.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -959581.437500 Penalty: 1857.622437
	Iteration 127Q: 3 clusters Score -959581.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -959583.875000 Penalty: 1857.622437
	Iteration 128Q: 3 clusters Score -959583.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -959586.375000 Penalty: 1857.622437
	Iteration 129Q: 3 clusters Score -959586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -959588.125000 Penalty: 1857.622437
	Iteration 130Q: 3 clusters Score -959588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -959587.937500 Penalty: 1857.622437
	Iteration 131Q: 3 clusters Score -959587.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -959589.812500 Penalty: 1857.622437
	Iteration 132Q: 3 clusters Score -959589.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -959593.062500 Penalty: 1857.622437
	Iteration 133Q: 3 clusters Score -959593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -959592.250000 Penalty: 1857.622437
	Iteration 134Q: 3 clusters Score -959592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -959594.437500 Penalty: 1857.622437
	Iteration 135Q: 3 clusters Score -959594.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -959599.125000 Penalty: 1857.622437
	Iteration 136Q: 3 clusters Score -959599.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -959600.625000 Penalty: 1857.622437
	Iteration 137Q: 3 clusters Score -959600.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -959601.500000 Penalty: 1857.622437
	Iteration 138Q: 3 clusters Score -959601.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -959603.812500 Penalty: 1857.622437
	Iteration 139Q: 3 clusters Score -959603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -959606.062500 Penalty: 1857.622437
	Iteration 140F: 3 clusters Score -959606.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -959608.812500 Penalty: 1857.622437
	Iteration 141Q: 3 clusters Score -959608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -959607.500000 Penalty: 1857.622437
	Iteration 142Q: 3 clusters Score -959607.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -959608.937500 Penalty: 1857.622437
	Iteration 143Q: 3 clusters Score -959608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -959610.062500 Penalty: 1857.622437
	Iteration 144Q: 3 clusters Score -959610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -959611.750000 Penalty: 1857.622437
	Iteration 145Q: 3 clusters Score -959611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -959611.437500 Penalty: 1857.622437
	Iteration 146Q: 3 clusters Score -959611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -959610.062500 Penalty: 1857.622437
	Iteration 147Q: 3 clusters Score -959610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -959610.062500 Penalty: 1857.622437
	Iteration 148F: 3 clusters Score -959610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 27609 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 9988 members 
Mstep: Class 6 contains 1363 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 78290 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 26834 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 15126 members 
Mstep: Class 15 contains 136309 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 28979 members 
Mstep: Class 18 contains 23062 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4377 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5423 members 
Mstep: Class 23 contains 292608 members 
Mstep: Class 24 contains 8030 members 
Mstep: Class 25 contains 16198 members 
Entering Unmasked Estep 
Score: -38627540.000000 Penalty: 32088.166016
Splitting cluster 21 changes total score from -38627340.000000 to -38627540.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -323185.312500 Penalty: 816.848450
	Iteration 0F: 2 clusters Score -323185.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -319310.750000 Penalty: 1633.696899
	Iteration 0F: 3 clusters Score -319310.8 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -320565.437500 Penalty: 1633.696899
	Iteration 1F: 3 clusters Score -320565.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -320728.875000 Penalty: 1633.696899
	Iteration 2F: 3 clusters Score -320728.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -320846.906250 Penalty: 1633.696899
	Iteration 3Q: 3 clusters Score -320846.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -320953.562500 Penalty: 1633.696899
	Iteration 4Q: 3 clusters Score -320953.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -321054.656250 Penalty: 1633.696899
	Iteration 5Q: 3 clusters Score -321054.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -321163.281250 Penalty: 1633.696899
	Iteration 6Q: 3 clusters Score -321163.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -321255.312500 Penalty: 1633.696899
	Iteration 7Q: 3 clusters Score -321255.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -321308.468750 Penalty: 1633.696899
	Iteration 8Q: 3 clusters Score -321308.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -321349.156250 Penalty: 1633.696899
	Iteration 9Q: 3 clusters Score -321349.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -321381.718750 Penalty: 1633.696899
	Iteration 10Q: 3 clusters Score -321381.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -321408.000000 Penalty: 1633.696899
	Iteration 11Q: 3 clusters Score -321408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -321432.968750 Penalty: 1633.696899
	Iteration 12Q: 3 clusters Score -321433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -321459.281250 Penalty: 1633.696899
	Iteration 13Q: 3 clusters Score -321459.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -321483.593750 Penalty: 1633.696899
	Iteration 14Q: 3 clusters Score -321483.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -321504.031250 Penalty: 1633.696899
	Iteration 15Q: 3 clusters Score -321504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -321522.125000 Penalty: 1633.696899
	Iteration 16Q: 3 clusters Score -321522.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -321541.812500 Penalty: 1633.696899
	Iteration 17Q: 3 clusters Score -321541.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -321558.187500 Penalty: 1633.696899
	Iteration 18Q: 3 clusters Score -321558.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -321569.250000 Penalty: 1633.696899
	Iteration 19Q: 3 clusters Score -321569.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -321580.281250 Penalty: 1633.696899
	Iteration 20F: 3 clusters Score -321580.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -321589.843750 Penalty: 1633.696899
	Iteration 21Q: 3 clusters Score -321589.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -321597.187500 Penalty: 1633.696899
	Iteration 22Q: 3 clusters Score -321597.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -321602.875000 Penalty: 1633.696899
	Iteration 23Q: 3 clusters Score -321602.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -321608.406250 Penalty: 1633.696899
	Iteration 24Q: 3 clusters Score -321608.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -321612.437500 Penalty: 1633.696899
	Iteration 25Q: 3 clusters Score -321612.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -321617.656250 Penalty: 1633.696899
	Iteration 26Q: 3 clusters Score -321617.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -321619.875000 Penalty: 1633.696899
	Iteration 27Q: 3 clusters Score -321619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -321624.093750 Penalty: 1633.696899
	Iteration 28Q: 3 clusters Score -321624.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -321629.250000 Penalty: 1633.696899
	Iteration 29Q: 3 clusters Score -321629.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -321637.125000 Penalty: 1633.696899
	Iteration 30Q: 3 clusters Score -321637.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -321643.437500 Penalty: 1633.696899
	Iteration 31Q: 3 clusters Score -321643.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -321652.875000 Penalty: 1633.696899
	Iteration 32Q: 3 clusters Score -321652.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -321662.812500 Penalty: 1633.696899
	Iteration 33Q: 3 clusters Score -321662.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -321675.093750 Penalty: 1633.696899
	Iteration 34Q: 3 clusters Score -321675.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -321687.593750 Penalty: 1633.696899
	Iteration 35Q: 3 clusters Score -321687.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -321700.531250 Penalty: 1633.696899
	Iteration 36Q: 3 clusters Score -321700.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -321715.687500 Penalty: 1633.696899
	Iteration 37Q: 3 clusters Score -321715.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -321729.875000 Penalty: 1633.696899
	Iteration 38Q: 3 clusters Score -321729.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -321744.625000 Penalty: 1633.696899
	Iteration 39Q: 3 clusters Score -321744.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -321762.125000 Penalty: 1633.696899
	Iteration 40F: 3 clusters Score -321762.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -321788.031250 Penalty: 1633.696899
	Iteration 41Q: 3 clusters Score -321788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -321822.250000 Penalty: 1633.696899
	Iteration 42Q: 3 clusters Score -321822.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -321867.218750 Penalty: 1633.696899
	Iteration 43Q: 3 clusters Score -321867.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -321912.593750 Penalty: 1633.696899
	Iteration 44Q: 3 clusters Score -321912.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -321968.906250 Penalty: 1633.696899
	Iteration 45Q: 3 clusters Score -321968.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -322036.218750 Penalty: 1633.696899
	Iteration 46Q: 3 clusters Score -322036.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -322107.593750 Penalty: 1633.696899
	Iteration 47Q: 3 clusters Score -322107.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -322180.437500 Penalty: 1633.696899
	Iteration 48Q: 3 clusters Score -322180.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -322268.718750 Penalty: 1633.696899
	Iteration 49Q: 3 clusters Score -322268.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -322392.906250 Penalty: 1633.696899
	Iteration 50Q: 3 clusters Score -322392.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -322493.031250 Penalty: 1633.696899
	Iteration 51Q: 3 clusters Score -322493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -322581.250000 Penalty: 1633.696899
	Iteration 52Q: 3 clusters Score -322581.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -322653.437500 Penalty: 1633.696899
	Iteration 53Q: 3 clusters Score -322653.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -322714.343750 Penalty: 1633.696899
	Iteration 54Q: 3 clusters Score -322714.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -322753.093750 Penalty: 1633.696899
	Iteration 55Q: 3 clusters Score -322753.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -322768.437500 Penalty: 1633.696899
	Iteration 56Q: 3 clusters Score -322768.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -322777.906250 Penalty: 1633.696899
	Iteration 57Q: 3 clusters Score -322777.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -322786.718750 Penalty: 1633.696899
	Iteration 58Q: 3 clusters Score -322786.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -322794.906250 Penalty: 1633.696899
	Iteration 59Q: 3 clusters Score -322794.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -322798.625000 Penalty: 1633.696899
	Iteration 60F: 3 clusters Score -322798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -322800.187500 Penalty: 1633.696899
	Iteration 61Q: 3 clusters Score -322800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -322801.000000 Penalty: 1633.696899
	Iteration 62Q: 3 clusters Score -322801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -322802.343750 Penalty: 1633.696899
	Iteration 63Q: 3 clusters Score -322802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -322803.687500 Penalty: 1633.696899
	Iteration 64Q: 3 clusters Score -322803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -322803.187500 Penalty: 1633.696899
	Iteration 65Q: 3 clusters Score -322803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -322805.562500 Penalty: 1633.696899
	Iteration 66Q: 3 clusters Score -322805.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -322805.937500 Penalty: 1633.696899
	Iteration 67Q: 3 clusters Score -322805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -322807.937500 Penalty: 1633.696899
	Iteration 68Q: 3 clusters Score -322807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -322807.968750 Penalty: 1633.696899
	Iteration 69Q: 3 clusters Score -322808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -322808.093750 Penalty: 1633.696899
	Iteration 70Q: 3 clusters Score -322808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -322808.562500 Penalty: 1633.696899
	Iteration 71Q: 3 clusters Score -322808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -322808.875000 Penalty: 1633.696899
	Iteration 72Q: 3 clusters Score -322808.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -322808.875000 Penalty: 1633.696899
	Iteration 73F: 3 clusters Score -322808.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Entering Unmasked Estep 
Score: -425599.406250 Penalty: 854.139282
	Iteration 0F: 2 clusters Score -425599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -420050.093750 Penalty: 1708.278564
	Iteration 0F: 3 clusters Score -420050.1 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -422152.906250 Penalty: 1708.278564
	Iteration 1F: 3 clusters Score -422152.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -422471.500000 Penalty: 1708.278564
	Iteration 2F: 3 clusters Score -422471.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -422776.875000 Penalty: 1708.278564
	Iteration 3F: 3 clusters Score -422776.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -423089.000000 Penalty: 1708.278564
	Iteration 4F: 3 clusters Score -423089 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -423422.781250 Penalty: 1708.278564
	Iteration 5F: 3 clusters Score -423422.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -423727.718750 Penalty: 1708.278564
	Iteration 6F: 3 clusters Score -423727.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -423982.781250 Penalty: 1708.278564
	Iteration 7F: 3 clusters Score -423982.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -424191.937500 Penalty: 1708.278564
	Iteration 8Q: 3 clusters Score -424191.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -424366.125000 Penalty: 1708.278564
	Iteration 9Q: 3 clusters Score -424366.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -424484.687500 Penalty: 1708.278564
	Iteration 10Q: 3 clusters Score -424484.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -424574.343750 Penalty: 1708.278564
	Iteration 11Q: 3 clusters Score -424574.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -424646.000000 Penalty: 1708.278564
	Iteration 12Q: 3 clusters Score -424646 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -424699.031250 Penalty: 1708.278564
	Iteration 13Q: 3 clusters Score -424699 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -424755.656250 Penalty: 1708.278564
	Iteration 14Q: 3 clusters Score -424755.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -424801.781250 Penalty: 1708.278564
	Iteration 15Q: 3 clusters Score -424801.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -424832.406250 Penalty: 1708.278564
	Iteration 16Q: 3 clusters Score -424832.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -424852.343750 Penalty: 1708.278564
	Iteration 17Q: 3 clusters Score -424852.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -424874.406250 Penalty: 1708.278564
	Iteration 18Q: 3 clusters Score -424874.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -424894.156250 Penalty: 1708.278564
	Iteration 19Q: 3 clusters Score -424894.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -424915.875000 Penalty: 1708.278564
	Iteration 20F: 3 clusters Score -424915.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -424930.687500 Penalty: 1708.278564
	Iteration 21Q: 3 clusters Score -424930.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -424939.656250 Penalty: 1708.278564
	Iteration 22Q: 3 clusters Score -424939.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -424943.000000 Penalty: 1708.278564
	Iteration 23Q: 3 clusters Score -424943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -424944.625000 Penalty: 1708.278564
	Iteration 24Q: 3 clusters Score -424944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -424947.843750 Penalty: 1708.278564
	Iteration 25Q: 3 clusters Score -424947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -424948.562500 Penalty: 1708.278564
	Iteration 26Q: 3 clusters Score -424948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -424948.562500 Penalty: 1708.278564
	Iteration 27F: 3 clusters Score -424948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 27609 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 9988 members 
Mstep: Class 6 contains 1363 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 78290 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 26834 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 15126 members 
Mstep: Class 15 contains 136309 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 28979 members 
Mstep: Class 18 contains 23062 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4377 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 5423 members 
Mstep: Class 24 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628000.000000 Penalty: 32088.166016
Iteration 79Q: 26 clusters Score -3.8628e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 27750 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 7379 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 1358 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 78322 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 27008 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 3733 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 14982 members 
Mstep: Class 15 contains 136431 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 29013 members 
Mstep: Class 18 contains 23184 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 1543 members 
Mstep: Class 22 contains 5360 members 
Mstep: Class 23 contains 292029 members 
Mstep: Class 24 contains 8030 members 
Mstep: Class 25 contains 16176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628252.000000 Penalty: 32088.166016
Iteration 80F: 26 clusters Score -3.862825e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 27854 members 
Mstep: Class 3 contains 4132 members 
Mstep: Class 4 contains 7396 members 
Mstep: Class 5 contains 9966 members 
Mstep: Class 6 contains 1354 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 78299 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 26908 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 3733 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 14868 members 
Mstep: Class 15 contains 136402 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 29032 members 
Mstep: Class 18 contains 23300 members 
Mstep: Class 19 contains 13163 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 5278 members 
Mstep: Class 23 contains 292001 members 
Mstep: Class 24 contains 8021 members 
Mstep: Class 25 contains 16310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628532.000000 Penalty: 32088.166016
Iteration 81Q: 26 clusters Score -3.862853e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 27949 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 7404 members 
Mstep: Class 5 contains 9948 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 2422 members 
Mstep: Class 8 contains 78277 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 26838 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 14777 members 
Mstep: Class 15 contains 136382 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 29059 members 
Mstep: Class 18 contains 23421 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4271 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 291958 members 
Mstep: Class 24 contains 8017 members 
Mstep: Class 25 contains 16399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38628800.000000 Penalty: 32088.166016
Iteration 82Q: 26 clusters Score -3.86288e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 28031 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 7403 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2461 members 
Mstep: Class 8 contains 78263 members 
Mstep: Class 9 contains 7026 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 14689 members 
Mstep: Class 15 contains 136350 members 
Mstep: Class 16 contains 1768 members 
Mstep: Class 17 contains 29074 members 
Mstep: Class 18 contains 23584 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 1634 members 
Mstep: Class 22 contains 5098 members 
Mstep: Class 23 contains 291926 members 
Mstep: Class 24 contains 8016 members 
Mstep: Class 25 contains 16456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629036.000000 Penalty: 32088.166016
Iteration 83Q: 26 clusters Score -3.862904e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 28110 members 
Mstep: Class 3 contains 4131 members 
Mstep: Class 4 contains 7405 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 1341 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 78256 members 
Mstep: Class 9 contains 7015 members 
Mstep: Class 10 contains 26768 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 136311 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 29093 members 
Mstep: Class 18 contains 23750 members 
Mstep: Class 19 contains 13164 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 1647 members 
Mstep: Class 22 contains 5004 members 
Mstep: Class 23 contains 291901 members 
Mstep: Class 24 contains 8017 members 
Mstep: Class 25 contains 16507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629152.000000 Penalty: 32088.166016
Iteration 84Q: 26 clusters Score -3.862915e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 28185 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 7408 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 2499 members 
Mstep: Class 8 contains 78258 members 
Mstep: Class 9 contains 6999 members 
Mstep: Class 10 contains 26747 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 14553 members 
Mstep: Class 15 contains 136278 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 29103 members 
Mstep: Class 18 contains 23887 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 4107 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 4918 members 
Mstep: Class 23 contains 291883 members 
Mstep: Class 24 contains 8016 members 
Mstep: Class 25 contains 16541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629332.000000 Penalty: 32088.166016
Iteration 85Q: 26 clusters Score -3.862933e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 7409 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 78260 members 
Mstep: Class 9 contains 6993 members 
Mstep: Class 10 contains 26728 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 14462 members 
Mstep: Class 15 contains 136245 members 
Mstep: Class 16 contains 1764 members 
Mstep: Class 17 contains 29110 members 
Mstep: Class 18 contains 24009 members 
Mstep: Class 19 contains 13161 members 
Mstep: Class 20 contains 4053 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 4842 members 
Mstep: Class 23 contains 291888 members 
Mstep: Class 24 contains 8013 members 
Mstep: Class 25 contains 16574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629420.000000 Penalty: 32088.166016
Iteration 86Q: 26 clusters Score -3.862942e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 28357 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 78257 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 26705 members 
Mstep: Class 11 contains 15079 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 14373 members 
Mstep: Class 15 contains 136226 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 29117 members 
Mstep: Class 18 contains 24126 members 
Mstep: Class 19 contains 13160 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 291896 members 
Mstep: Class 24 contains 8008 members 
Mstep: Class 25 contains 16605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629416.000000 Penalty: 32088.166016
Iteration 87Q: 26 clusters Score -3.862942e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 28457 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 7415 members 
Mstep: Class 5 contains 9948 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 78252 members 
Mstep: Class 9 contains 6978 members 
Mstep: Class 10 contains 26695 members 
Mstep: Class 11 contains 15077 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 14276 members 
Mstep: Class 15 contains 136198 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 29133 members 
Mstep: Class 18 contains 24229 members 
Mstep: Class 19 contains 13160 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 291894 members 
Mstep: Class 24 contains 8003 members 
Mstep: Class 25 contains 16627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629448.000000 Penalty: 32088.166016
Iteration 88Q: 26 clusters Score -3.862945e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 28551 members 
Mstep: Class 3 contains 4118 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 78245 members 
Mstep: Class 9 contains 6981 members 
Mstep: Class 10 contains 26682 members 
Mstep: Class 11 contains 15077 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 14172 members 
Mstep: Class 15 contains 136183 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29143 members 
Mstep: Class 18 contains 24306 members 
Mstep: Class 19 contains 13161 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 4687 members 
Mstep: Class 23 contains 291887 members 
Mstep: Class 24 contains 8005 members 
Mstep: Class 25 contains 16645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629396.000000 Penalty: 32088.166016
Iteration 89Q: 26 clusters Score -3.86294e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 28657 members 
Mstep: Class 3 contains 4112 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 8 contains 78239 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15076 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 136159 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29152 members 
Mstep: Class 18 contains 24366 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 3889 members 
Mstep: Class 21 contains 1724 members 
Mstep: Class 22 contains 4667 members 
Mstep: Class 23 contains 291883 members 
Mstep: Class 24 contains 8002 members 
Mstep: Class 25 contains 16658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629484.000000 Penalty: 32088.166016
Iteration 90Q: 26 clusters Score -3.862948e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 28762 members 
Mstep: Class 3 contains 4108 members 
Mstep: Class 4 contains 7417 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 2573 members 
Mstep: Class 8 contains 78232 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 26662 members 
Mstep: Class 11 contains 15076 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 13969 members 
Mstep: Class 15 contains 136142 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29157 members 
Mstep: Class 18 contains 24414 members 
Mstep: Class 19 contains 13161 members 
Mstep: Class 20 contains 3860 members 
Mstep: Class 21 contains 1729 members 
Mstep: Class 22 contains 4656 members 
Mstep: Class 23 contains 291868 members 
Mstep: Class 24 contains 8001 members 
Mstep: Class 25 contains 16672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629536.000000 Penalty: 32088.166016
Iteration 91Q: 26 clusters Score -3.862954e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 28853 members 
Mstep: Class 3 contains 4107 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 9979 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 78229 members 
Mstep: Class 9 contains 6972 members 
Mstep: Class 10 contains 26658 members 
Mstep: Class 11 contains 15076 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 13880 members 
Mstep: Class 15 contains 136124 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29158 members 
Mstep: Class 18 contains 24445 members 
Mstep: Class 19 contains 13161 members 
Mstep: Class 20 contains 3841 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 4649 members 
Mstep: Class 23 contains 291873 members 
Mstep: Class 24 contains 8000 members 
Mstep: Class 25 contains 16669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629568.000000 Penalty: 32088.166016
Iteration 92Q: 26 clusters Score -3.862957e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 28933 members 
Mstep: Class 3 contains 4108 members 
Mstep: Class 4 contains 7408 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 8 contains 78219 members 
Mstep: Class 9 contains 6974 members 
Mstep: Class 10 contains 26655 members 
Mstep: Class 11 contains 15076 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 13795 members 
Mstep: Class 15 contains 136111 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 29158 members 
Mstep: Class 18 contains 24477 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 1742 members 
Mstep: Class 22 contains 4643 members 
Mstep: Class 23 contains 291887 members 
Mstep: Class 24 contains 7999 members 
Mstep: Class 25 contains 16668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629596.000000 Penalty: 32088.166016
Iteration 93Q: 26 clusters Score -3.86296e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 29020 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 9984 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 2586 members 
Mstep: Class 8 contains 78218 members 
Mstep: Class 9 contains 6974 members 
Mstep: Class 10 contains 26656 members 
Mstep: Class 11 contains 15076 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 13701 members 
Mstep: Class 15 contains 136121 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29155 members 
Mstep: Class 18 contains 24519 members 
Mstep: Class 19 contains 13158 members 
Mstep: Class 20 contains 3788 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 4638 members 
Mstep: Class 23 contains 291883 members 
Mstep: Class 24 contains 7998 members 
Mstep: Class 25 contains 16658 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 26 clusters Score -3.862959e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 29119 members 
Mstep: Class 3 contains 4107 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 78215 members 
Mstep: Class 9 contains 6974 members 
Mstep: Class 10 contains 26656 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 13602 members 
Mstep: Class 15 contains 136121 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29158 members 
Mstep: Class 18 contains 24570 members 
Mstep: Class 19 contains 13158 members 
Mstep: Class 20 contains 3742 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 291872 members 
Mstep: Class 24 contains 7999 members 
Mstep: Class 25 contains 16660 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 26 clusters Score -3.862967e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 29214 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 78211 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 26653 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 13496 members 
Mstep: Class 15 contains 136119 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29160 members 
Mstep: Class 18 contains 24621 members 
Mstep: Class 19 contains 13160 members 
Mstep: Class 20 contains 3704 members 
Mstep: Class 21 contains 1764 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 291876 members 
Mstep: Class 24 contains 7998 members 
Mstep: Class 25 contains 16659 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 26 clusters Score -3.862974e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 29299 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 78209 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 26643 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 13414 members 
Mstep: Class 15 contains 136105 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29162 members 
Mstep: Class 18 contains 24667 members 
Mstep: Class 19 contains 13160 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 4635 members 
Mstep: Class 23 contains 291884 members 
Mstep: Class 24 contains 7996 members 
Mstep: Class 25 contains 16658 members 
Entering Unmasked Estep 
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Iteration 97Q: 26 clusters Score -3.862977e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 29388 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 7413 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 78202 members 
Mstep: Class 9 contains 6972 members 
Mstep: Class 10 contains 26630 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 14 contains 13337 members 
Mstep: Class 15 contains 136095 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29162 members 
Mstep: Class 18 contains 24719 members 
Mstep: Class 19 contains 13161 members 
Mstep: Class 20 contains 3653 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 4635 members 
Mstep: Class 23 contains 291894 members 
Mstep: Class 24 contains 7994 members 
Mstep: Class 25 contains 16650 members 
Entering Unmasked Estep 
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Iteration 98Q: 26 clusters Score -3.862964e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 29465 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 9989 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 78193 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 26622 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 13257 members 
Mstep: Class 15 contains 136088 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29161 members 
Mstep: Class 18 contains 24766 members 
Mstep: Class 19 contains 13163 members 
Mstep: Class 20 contains 3626 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 291909 members 
Mstep: Class 24 contains 7992 members 
Mstep: Class 25 contains 16647 members 
Entering Unmasked Estep 
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Iteration 99Q: 26 clusters Score -3.862961e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 29549 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 9991 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 78182 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 26614 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 13166 members 
Mstep: Class 15 contains 136081 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29161 members 
Mstep: Class 18 contains 24809 members 
Mstep: Class 19 contains 13163 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 1763 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 291920 members 
Mstep: Class 24 contains 7989 members 
Mstep: Class 25 contains 16652 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 26 clusters Score -3.862962e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 29619 members 
Mstep: Class 3 contains 4092 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 5 contains 9992 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 2604 members 
Mstep: Class 8 contains 78177 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 26598 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 13103 members 
Mstep: Class 15 contains 136075 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29160 members 
Mstep: Class 18 contains 24838 members 
Mstep: Class 19 contains 13166 members 
Mstep: Class 20 contains 3600 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 291919 members 
Mstep: Class 24 contains 7990 members 
Mstep: Class 25 contains 16653 members 
Entering Unmasked Estep 
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Iteration 101Q: 26 clusters Score -3.862964e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 29691 members 
Mstep: Class 3 contains 4089 members 
Mstep: Class 4 contains 7403 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 78176 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 26574 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 3720 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 13034 members 
Mstep: Class 15 contains 136066 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29158 members 
Mstep: Class 18 contains 24860 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 3599 members 
Mstep: Class 21 contains 1770 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 291931 members 
Mstep: Class 24 contains 7990 members 
Mstep: Class 25 contains 16655 members 
Entering Unmasked Estep 
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Iteration 102Q: 26 clusters Score -3.862972e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 29762 members 
Mstep: Class 3 contains 4087 members 
Mstep: Class 4 contains 7404 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 78169 members 
Mstep: Class 9 contains 6987 members 
Mstep: Class 10 contains 26562 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 12960 members 
Mstep: Class 15 contains 136057 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29158 members 
Mstep: Class 18 contains 24885 members 
Mstep: Class 19 contains 13169 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 1773 members 
Mstep: Class 22 contains 4630 members 
Mstep: Class 23 contains 291939 members 
Mstep: Class 24 contains 7989 members 
Mstep: Class 25 contains 16654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 26 clusters Score -3.862972e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 29809 members 
Mstep: Class 3 contains 4088 members 
Mstep: Class 4 contains 7408 members 
Mstep: Class 5 contains 10009 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 78171 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 26556 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 12899 members 
Mstep: Class 15 contains 136054 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29159 members 
Mstep: Class 18 contains 24911 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 3583 members 
Mstep: Class 21 contains 1774 members 
Mstep: Class 22 contains 4629 members 
Mstep: Class 23 contains 291943 members 
Mstep: Class 24 contains 7989 members 
Mstep: Class 25 contains 16654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 26 clusters Score -3.862969e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 29854 members 
Mstep: Class 3 contains 4083 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 78174 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 26534 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 12847 members 
Mstep: Class 15 contains 136052 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29160 members 
Mstep: Class 18 contains 24949 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 1776 members 
Mstep: Class 22 contains 4628 members 
Mstep: Class 23 contains 291943 members 
Mstep: Class 24 contains 7990 members 
Mstep: Class 25 contains 16652 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 26 clusters Score -3.862964e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 29900 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 10023 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 78164 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 26509 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 136051 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29161 members 
Mstep: Class 18 contains 24996 members 
Mstep: Class 19 contains 13166 members 
Mstep: Class 20 contains 3561 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 291950 members 
Mstep: Class 24 contains 7992 members 
Mstep: Class 25 contains 16654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 26 clusters Score -3.862964e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 29941 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 7419 members 
Mstep: Class 5 contains 10028 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 78153 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 26495 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 12741 members 
Mstep: Class 15 contains 136053 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29162 members 
Mstep: Class 18 contains 25028 members 
Mstep: Class 19 contains 13166 members 
Mstep: Class 20 contains 3556 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 291954 members 
Mstep: Class 24 contains 7991 members 
Mstep: Class 25 contains 16653 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 26 clusters Score -3.862966e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 29986 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 7424 members 
Mstep: Class 5 contains 10028 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 78145 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 26478 members 
Mstep: Class 11 contains 15069 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 12684 members 
Mstep: Class 15 contains 136058 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 29163 members 
Mstep: Class 18 contains 25063 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 3542 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 291963 members 
Mstep: Class 24 contains 7989 members 
Mstep: Class 25 contains 16651 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 26 clusters Score -3.862972e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 30027 members 
Mstep: Class 3 contains 4083 members 
Mstep: Class 4 contains 7430 members 
Mstep: Class 5 contains 10030 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 78134 members 
Mstep: Class 9 contains 6987 members 
Mstep: Class 10 contains 26463 members 
Mstep: Class 11 contains 15068 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 2907 members 
Mstep: Class 14 contains 12629 members 
Mstep: Class 15 contains 136056 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 29165 members 
Mstep: Class 18 contains 25093 members 
Mstep: Class 19 contains 13169 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 291973 members 
Mstep: Class 24 contains 7989 members 
Mstep: Class 25 contains 16651 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 26 clusters Score -3.862975e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 30068 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 7432 members 
Mstep: Class 5 contains 10037 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 78127 members 
Mstep: Class 9 contains 6988 members 
Mstep: Class 10 contains 26456 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 12581 members 
Mstep: Class 15 contains 136045 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 29169 members 
Mstep: Class 18 contains 25127 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 291982 members 
Mstep: Class 24 contains 7989 members 
Mstep: Class 25 contains 16651 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 26 clusters Score -3.86297e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 30107 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 7432 members 
Mstep: Class 5 contains 10048 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 78124 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 26450 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 12529 members 
Mstep: Class 15 contains 136041 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 29173 members 
Mstep: Class 18 contains 25147 members 
Mstep: Class 19 contains 13167 members 
Mstep: Class 20 contains 3502 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 291989 members 
Mstep: Class 24 contains 7990 members 
Mstep: Class 25 contains 16651 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 26 clusters Score -3.862971e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 30146 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 7431 members 
Mstep: Class 5 contains 10054 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 78118 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 26445 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 12479 members 
Mstep: Class 15 contains 136041 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 29175 members 
Mstep: Class 18 contains 25169 members 
Mstep: Class 19 contains 13170 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 291994 members 
Mstep: Class 24 contains 7991 members 
Mstep: Class 25 contains 16652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629760.000000 Penalty: 32088.166016
Iteration 112Q: 26 clusters Score -3.862976e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 30190 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 7431 members 
Mstep: Class 5 contains 10056 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 78115 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 26435 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 12426 members 
Mstep: Class 15 contains 136039 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 29177 members 
Mstep: Class 18 contains 25196 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 3477 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 291997 members 
Mstep: Class 24 contains 7991 members 
Mstep: Class 25 contains 16653 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 26 clusters Score -3.862982e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 30227 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 78108 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 26429 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 12378 members 
Mstep: Class 15 contains 136047 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 29180 members 
Mstep: Class 18 contains 25217 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 3470 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 291990 members 
Mstep: Class 24 contains 7991 members 
Mstep: Class 25 contains 16653 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 26 clusters Score -3.862976e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 30261 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 7428 members 
Mstep: Class 5 contains 10063 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 78098 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 26424 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2907 members 
Mstep: Class 14 contains 12339 members 
Mstep: Class 15 contains 136055 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 29184 members 
Mstep: Class 18 contains 25236 members 
Mstep: Class 19 contains 13167 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 291982 members 
Mstep: Class 24 contains 7991 members 
Mstep: Class 25 contains 16654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 26 clusters Score -3.86298e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 30294 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 7428 members 
Mstep: Class 5 contains 10067 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 78088 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 26419 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 12299 members 
Mstep: Class 15 contains 136060 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 29189 members 
Mstep: Class 18 contains 25254 members 
Mstep: Class 19 contains 13167 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 1783 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 291977 members 
Mstep: Class 24 contains 7991 members 
Mstep: Class 25 contains 16655 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 26 clusters Score -3.86298e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 30327 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 10068 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 78090 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 26414 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 12266 members 
Mstep: Class 15 contains 136062 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 29193 members 
Mstep: Class 18 contains 25275 members 
Mstep: Class 19 contains 13167 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 1783 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 291973 members 
Mstep: Class 24 contains 7990 members 
Mstep: Class 25 contains 16654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 26 clusters Score -3.862975e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 30354 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 10067 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 78088 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 26409 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 12231 members 
Mstep: Class 15 contains 136067 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 29193 members 
Mstep: Class 18 contains 25291 members 
Mstep: Class 19 contains 13169 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 1783 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 291975 members 
Mstep: Class 24 contains 7990 members 
Mstep: Class 25 contains 16652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38629752.000000 Penalty: 32088.166016
Iteration 118Q: 26 clusters Score -3.862975e+07 nChanged 114
Entering ConstructFrom: 
Score: -38629752.000000 Penalty: 32088.166016
Entering ConstructFrom: 
Trying to split cluster 1 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -231928.921875 Penalty: 794.073303
	Iteration 0F: 2 clusters Score -231928.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -228778.343750 Penalty: 1588.146606
	Iteration 0F: 3 clusters Score -228778.3 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -229847.015625 Penalty: 1588.146606
	Iteration 1F: 3 clusters Score -229847 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -230007.968750 Penalty: 1588.146606
	Iteration 2F: 3 clusters Score -230008 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -230150.296875 Penalty: 1588.146606
	Iteration 3F: 3 clusters Score -230150.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -230300.765625 Penalty: 1588.146606
	Iteration 4F: 3 clusters Score -230300.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -230466.250000 Penalty: 1588.146606
	Iteration 5F: 3 clusters Score -230466.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -230627.109375 Penalty: 1588.146606
	Iteration 6F: 3 clusters Score -230627.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -230797.500000 Penalty: 1588.146606
	Iteration 7F: 3 clusters Score -230797.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -230945.828125 Penalty: 1588.146606
	Iteration 8Q: 3 clusters Score -230945.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -231039.250000 Penalty: 1588.146606
	Iteration 9Q: 3 clusters Score -231039.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -231102.609375 Penalty: 1588.146606
	Iteration 10Q: 3 clusters Score -231102.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -231142.156250 Penalty: 1588.146606
	Iteration 11Q: 3 clusters Score -231142.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -231180.093750 Penalty: 1588.146606
	Iteration 12Q: 3 clusters Score -231180.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -231206.000000 Penalty: 1588.146606
	Iteration 13Q: 3 clusters Score -231206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -231225.484375 Penalty: 1588.146606
	Iteration 14Q: 3 clusters Score -231225.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -231246.843750 Penalty: 1588.146606
	Iteration 15Q: 3 clusters Score -231246.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -231262.921875 Penalty: 1588.146606
	Iteration 16Q: 3 clusters Score -231262.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -231270.140625 Penalty: 1588.146606
	Iteration 17Q: 3 clusters Score -231270.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -231276.015625 Penalty: 1588.146606
	Iteration 18Q: 3 clusters Score -231276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -231285.609375 Penalty: 1588.146606
	Iteration 19Q: 3 clusters Score -231285.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -231292.234375 Penalty: 1588.146606
	Iteration 20F: 3 clusters Score -231292.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -231303.218750 Penalty: 1588.146606
	Iteration 21Q: 3 clusters Score -231303.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -231313.218750 Penalty: 1588.146606
	Iteration 22Q: 3 clusters Score -231313.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -231318.203125 Penalty: 1588.146606
	Iteration 23Q: 3 clusters Score -231318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -231324.500000 Penalty: 1588.146606
	Iteration 24Q: 3 clusters Score -231324.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -231329.687500 Penalty: 1588.146606
	Iteration 25Q: 3 clusters Score -231329.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -231332.781250 Penalty: 1588.146606
	Iteration 26Q: 3 clusters Score -231332.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -231334.671875 Penalty: 1588.146606
	Iteration 27Q: 3 clusters Score -231334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -231337.468750 Penalty: 1588.146606
	Iteration 28Q: 3 clusters Score -231337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -231337.921875 Penalty: 1588.146606
	Iteration 29Q: 3 clusters Score -231337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -231338.437500 Penalty: 1588.146606
	Iteration 30Q: 3 clusters Score -231338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -231340.328125 Penalty: 1588.146606
	Iteration 31Q: 3 clusters Score -231340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -231341.734375 Penalty: 1588.146606
	Iteration 32Q: 3 clusters Score -231341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -231342.906250 Penalty: 1588.146606
	Iteration 33Q: 3 clusters Score -231342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -231343.718750 Penalty: 1588.146606
	Iteration 34Q: 3 clusters Score -231343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -231343.703125 Penalty: 1588.146606
	Iteration 35Q: 3 clusters Score -231343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -231343.531250 Penalty: 1588.146606
	Iteration 36Q: 3 clusters Score -231343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -231343.531250 Penalty: 1588.146606
	Iteration 37F: 3 clusters Score -231343.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Entering Unmasked Estep 
Score: -1769075.625000 Penalty: 980.577515
	Iteration 0F: 2 clusters Score -1769076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1748768.500000 Penalty: 1961.155029
	Iteration 0F: 3 clusters Score -1748768 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1756981.500000 Penalty: 1961.155029
	Iteration 1F: 3 clusters Score -1756982 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1757442.500000 Penalty: 1961.155029
	Iteration 2Q: 3 clusters Score -1757442 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1758049.500000 Penalty: 1961.155029
	Iteration 3Q: 3 clusters Score -1758050 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1758855.125000 Penalty: 1961.155029
	Iteration 4F: 3 clusters Score -1758855 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1760046.250000 Penalty: 1961.155029
	Iteration 5F: 3 clusters Score -1760046 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -1761921.250000 Penalty: 1961.155029
	Iteration 6F: 3 clusters Score -1761921 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -1764203.500000 Penalty: 1961.155029
	Iteration 7F: 3 clusters Score -1764204 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -1765847.750000 Penalty: 1961.155029
	Iteration 8F: 3 clusters Score -1765848 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -1766799.250000 Penalty: 1961.155029
	Iteration 9Q: 3 clusters Score -1766799 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -1767324.125000 Penalty: 1961.155029
	Iteration 10Q: 3 clusters Score -1767324 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -1767671.875000 Penalty: 1961.155029
	Iteration 11Q: 3 clusters Score -1767672 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -1767969.250000 Penalty: 1961.155029
	Iteration 12Q: 3 clusters Score -1767969 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -1768341.750000 Penalty: 1961.155029
	Iteration 13Q: 3 clusters Score -1768342 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -1769094.375000 Penalty: 1961.155029
	Iteration 14Q: 3 clusters Score -1769094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -1769329.875000 Penalty: 1961.155029
	Iteration 15Q: 3 clusters Score -1769330 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -1769381.500000 Penalty: 1961.155029
	Iteration 16Q: 3 clusters Score -1769382 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -1769404.875000 Penalty: 1961.155029
	Iteration 17Q: 3 clusters Score -1769405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -1769418.250000 Penalty: 1961.155029
	Iteration 18Q: 3 clusters Score -1769418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -1769433.625000 Penalty: 1961.155029
	Iteration 19Q: 3 clusters Score -1769434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -1769443.750000 Penalty: 1961.155029
	Iteration 20F: 3 clusters Score -1769444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -1769449.000000 Penalty: 1961.155029
	Iteration 21Q: 3 clusters Score -1769449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -1769456.125000 Penalty: 1961.155029
	Iteration 22Q: 3 clusters Score -1769456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -1769458.875000 Penalty: 1961.155029
	Iteration 23Q: 3 clusters Score -1769459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -1769470.625000 Penalty: 1961.155029
	Iteration 24Q: 3 clusters Score -1769471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -1769474.000000 Penalty: 1961.155029
	Iteration 25Q: 3 clusters Score -1769474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -1769473.000000 Penalty: 1961.155029
	Iteration 26Q: 3 clusters Score -1769473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -1769477.250000 Penalty: 1961.155029
	Iteration 27Q: 3 clusters Score -1769477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -1769478.500000 Penalty: 1961.155029
	Iteration 28Q: 3 clusters Score -1769478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -1769482.125000 Penalty: 1961.155029
	Iteration 29Q: 3 clusters Score -1769482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -1769482.000000 Penalty: 1961.155029
	Iteration 30Q: 3 clusters Score -1769482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -1769479.625000 Penalty: 1961.155029
	Iteration 31Q: 3 clusters Score -1769480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -1769482.875000 Penalty: 1961.155029
	Iteration 32Q: 3 clusters Score -1769483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -1769484.500000 Penalty: 1961.155029
	Iteration 33Q: 3 clusters Score -1769484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -1769487.000000 Penalty: 1961.155029
	Iteration 34Q: 3 clusters Score -1769487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -1769488.250000 Penalty: 1961.155029
	Iteration 35Q: 3 clusters Score -1769488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -1769489.250000 Penalty: 1961.155029
	Iteration 36Q: 3 clusters Score -1769489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -1769489.875000 Penalty: 1961.155029
	Iteration 37Q: 3 clusters Score -1769490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -1769492.125000 Penalty: 1961.155029
	Iteration 38Q: 3 clusters Score -1769492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -1769493.625000 Penalty: 1961.155029
	Iteration 39Q: 3 clusters Score -1769494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -1769494.250000 Penalty: 1961.155029
	Iteration 40F: 3 clusters Score -1769494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -1769492.125000 Penalty: 1961.155029
	Iteration 41Q: 3 clusters Score -1769492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -1769493.000000 Penalty: 1961.155029
	Iteration 42Q: 3 clusters Score -1769493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -1769493.875000 Penalty: 1961.155029
	Iteration 43Q: 3 clusters Score -1769494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -1769494.875000 Penalty: 1961.155029
	Iteration 44Q: 3 clusters Score -1769495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -1769494.625000 Penalty: 1961.155029
	Iteration 45Q: 3 clusters Score -1769495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -1769494.625000 Penalty: 1961.155029
	Iteration 46F: 3 clusters Score -1769495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 7431 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 78088 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 26401 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 12184 members 
Mstep: Class 15 contains 136069 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 29194 members 
Mstep: Class 18 contains 25309 members 
Mstep: Class 19 contains 13174 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 1783 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 291973 members 
Mstep: Class 24 contains 7990 members 
Mstep: Class 25 contains 16652 members 
Mstep: Class 26 contains 28950 members 
Entering Unmasked Estep 
Score: -38629792.000000 Penalty: 33371.695312
Splitting cluster 2 changes total score from -38629752.000000 to -38629792.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 3 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -196714.265625 Penalty: 789.862549
	Iteration 0F: 2 clusters Score -196714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -193775.234375 Penalty: 1579.725098
	Iteration 0F: 3 clusters Score -193775.2 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -194863.609375 Penalty: 1579.725098
	Iteration 1F: 3 clusters Score -194863.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -195242.796875 Penalty: 1579.725098
	Iteration 2F: 3 clusters Score -195242.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -195515.968750 Penalty: 1579.725098
	Iteration 3F: 3 clusters Score -195516 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -195689.046875 Penalty: 1579.725098
	Iteration 4F: 3 clusters Score -195689 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -195844.125000 Penalty: 1579.725098
	Iteration 5F: 3 clusters Score -195844.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -195985.453125 Penalty: 1579.725098
	Iteration 6Q: 3 clusters Score -195985.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -196086.687500 Penalty: 1579.725098
	Iteration 7Q: 3 clusters Score -196086.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -196156.593750 Penalty: 1579.725098
	Iteration 8Q: 3 clusters Score -196156.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -196203.703125 Penalty: 1579.725098
	Iteration 9Q: 3 clusters Score -196203.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -196251.250000 Penalty: 1579.725098
	Iteration 10Q: 3 clusters Score -196251.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -196302.156250 Penalty: 1579.725098
	Iteration 11Q: 3 clusters Score -196302.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -196346.703125 Penalty: 1579.725098
	Iteration 12Q: 3 clusters Score -196346.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -196395.984375 Penalty: 1579.725098
	Iteration 13Q: 3 clusters Score -196396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196432.375000 Penalty: 1579.725098
	Iteration 14Q: 3 clusters Score -196432.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -196467.578125 Penalty: 1579.725098
	Iteration 15Q: 3 clusters Score -196467.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -196496.781250 Penalty: 1579.725098
	Iteration 16Q: 3 clusters Score -196496.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -196513.093750 Penalty: 1579.725098
	Iteration 17Q: 3 clusters Score -196513.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196530.390625 Penalty: 1579.725098
	Iteration 18Q: 3 clusters Score -196530.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -196555.437500 Penalty: 1579.725098
	Iteration 19Q: 3 clusters Score -196555.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -196582.750000 Penalty: 1579.725098
	Iteration 20F: 3 clusters Score -196582.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -196596.656250 Penalty: 1579.725098
	Iteration 21Q: 3 clusters Score -196596.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -196604.515625 Penalty: 1579.725098
	Iteration 22Q: 3 clusters Score -196604.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -196608.125000 Penalty: 1579.725098
	Iteration 23Q: 3 clusters Score -196608.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -196611.625000 Penalty: 1579.725098
	Iteration 24Q: 3 clusters Score -196611.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -196614.171875 Penalty: 1579.725098
	Iteration 25Q: 3 clusters Score -196614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -196617.250000 Penalty: 1579.725098
	Iteration 26Q: 3 clusters Score -196617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -196618.828125 Penalty: 1579.725098
	Iteration 27Q: 3 clusters Score -196618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -196622.093750 Penalty: 1579.725098
	Iteration 28Q: 3 clusters Score -196622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -196624.609375 Penalty: 1579.725098
	Iteration 29Q: 3 clusters Score -196624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -196626.609375 Penalty: 1579.725098
	Iteration 30Q: 3 clusters Score -196626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -196627.062500 Penalty: 1579.725098
	Iteration 31Q: 3 clusters Score -196627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -196627.062500 Penalty: 1579.725098
	Iteration 32F: 3 clusters Score -196627.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Entering Unmasked Estep 
Score: -366730.968750 Penalty: 846.774536
	Iteration 0F: 2 clusters Score -366731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -361621.531250 Penalty: 1693.549072
	Iteration 0F: 3 clusters Score -361621.5 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -363456.906250 Penalty: 1693.549072
	Iteration 1F: 3 clusters Score -363456.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -363686.312500 Penalty: 1693.549072
	Iteration 2F: 3 clusters Score -363686.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -363883.625000 Penalty: 1693.549072
	Iteration 3F: 3 clusters Score -363883.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -364108.843750 Penalty: 1693.549072
	Iteration 4F: 3 clusters Score -364108.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -364332.781250 Penalty: 1693.549072
	Iteration 5F: 3 clusters Score -364332.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -364550.093750 Penalty: 1693.549072
	Iteration 6F: 3 clusters Score -364550.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -364747.718750 Penalty: 1693.549072
	Iteration 7Q: 3 clusters Score -364747.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -364965.781250 Penalty: 1693.549072
	Iteration 8Q: 3 clusters Score -364965.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -365173.375000 Penalty: 1693.549072
	Iteration 9Q: 3 clusters Score -365173.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -365365.218750 Penalty: 1693.549072
	Iteration 10Q: 3 clusters Score -365365.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -365523.656250 Penalty: 1693.549072
	Iteration 11Q: 3 clusters Score -365523.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -365656.218750 Penalty: 1693.549072
	Iteration 12Q: 3 clusters Score -365656.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -365760.843750 Penalty: 1693.549072
	Iteration 13Q: 3 clusters Score -365760.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -365863.687500 Penalty: 1693.549072
	Iteration 14Q: 3 clusters Score -365863.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -365939.375000 Penalty: 1693.549072
	Iteration 15Q: 3 clusters Score -365939.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -366002.250000 Penalty: 1693.549072
	Iteration 16Q: 3 clusters Score -366002.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -366039.406250 Penalty: 1693.549072
	Iteration 17Q: 3 clusters Score -366039.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -366071.031250 Penalty: 1693.549072
	Iteration 18Q: 3 clusters Score -366071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -366096.781250 Penalty: 1693.549072
	Iteration 19Q: 3 clusters Score -366096.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -366116.062500 Penalty: 1693.549072
	Iteration 20F: 3 clusters Score -366116.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -366130.687500 Penalty: 1693.549072
	Iteration 21Q: 3 clusters Score -366130.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -366141.812500 Penalty: 1693.549072
	Iteration 22Q: 3 clusters Score -366141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -366153.625000 Penalty: 1693.549072
	Iteration 23Q: 3 clusters Score -366153.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -366164.250000 Penalty: 1693.549072
	Iteration 24Q: 3 clusters Score -366164.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -366181.875000 Penalty: 1693.549072
	Iteration 25Q: 3 clusters Score -366181.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -366198.156250 Penalty: 1693.549072
	Iteration 26Q: 3 clusters Score -366198.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -366215.531250 Penalty: 1693.549072
	Iteration 27Q: 3 clusters Score -366215.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -366232.843750 Penalty: 1693.549072
	Iteration 28Q: 3 clusters Score -366232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -366238.312500 Penalty: 1693.549072
	Iteration 29Q: 3 clusters Score -366238.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -366248.500000 Penalty: 1693.549072
	Iteration 30Q: 3 clusters Score -366248.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -366264.000000 Penalty: 1693.549072
	Iteration 31Q: 3 clusters Score -366264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -366277.437500 Penalty: 1693.549072
	Iteration 32Q: 3 clusters Score -366277.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -366291.406250 Penalty: 1693.549072
	Iteration 33Q: 3 clusters Score -366291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -366300.531250 Penalty: 1693.549072
	Iteration 34Q: 3 clusters Score -366300.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -366305.250000 Penalty: 1693.549072
	Iteration 35Q: 3 clusters Score -366305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -366308.187500 Penalty: 1693.549072
	Iteration 36Q: 3 clusters Score -366308.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -366313.187500 Penalty: 1693.549072
	Iteration 37Q: 3 clusters Score -366313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -366313.875000 Penalty: 1693.549072
	Iteration 38Q: 3 clusters Score -366313.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -366313.875000 Penalty: 1693.549072
	Iteration 39F: 3 clusters Score -366313.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Entering Unmasked Estep 
Score: -486827.281250 Penalty: 875.645020
	Iteration 0F: 2 clusters Score -486827.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -479959.375000 Penalty: 1751.290039
	Iteration 0F: 3 clusters Score -479959.4 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -482603.312500 Penalty: 1751.290039
	Iteration 1F: 3 clusters Score -482603.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -482878.625000 Penalty: 1751.290039
	Iteration 2F: 3 clusters Score -482878.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -483122.843750 Penalty: 1751.290039
	Iteration 3F: 3 clusters Score -483122.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -483352.531250 Penalty: 1751.290039
	Iteration 4Q: 3 clusters Score -483352.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -483601.531250 Penalty: 1751.290039
	Iteration 5Q: 3 clusters Score -483601.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -483902.187500 Penalty: 1751.290039
	Iteration 6Q: 3 clusters Score -483902.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -484233.187500 Penalty: 1751.290039
	Iteration 7Q: 3 clusters Score -484233.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -484614.843750 Penalty: 1751.290039
	Iteration 8Q: 3 clusters Score -484614.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -484959.218750 Penalty: 1751.290039
	Iteration 9Q: 3 clusters Score -484959.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -485192.937500 Penalty: 1751.290039
	Iteration 10Q: 3 clusters Score -485192.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -485338.156250 Penalty: 1751.290039
	Iteration 11Q: 3 clusters Score -485338.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -485460.968750 Penalty: 1751.290039
	Iteration 12Q: 3 clusters Score -485461 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -485552.906250 Penalty: 1751.290039
	Iteration 13Q: 3 clusters Score -485552.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -485621.093750 Penalty: 1751.290039
	Iteration 14Q: 3 clusters Score -485621.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -485669.593750 Penalty: 1751.290039
	Iteration 15Q: 3 clusters Score -485669.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -485717.906250 Penalty: 1751.290039
	Iteration 16Q: 3 clusters Score -485717.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -485761.625000 Penalty: 1751.290039
	Iteration 17Q: 3 clusters Score -485761.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -485789.781250 Penalty: 1751.290039
	Iteration 18Q: 3 clusters Score -485789.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -485824.593750 Penalty: 1751.290039
	Iteration 19Q: 3 clusters Score -485824.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -485858.250000 Penalty: 1751.290039
	Iteration 20F: 3 clusters Score -485858.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -485886.468750 Penalty: 1751.290039
	Iteration 21Q: 3 clusters Score -485886.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -485912.125000 Penalty: 1751.290039
	Iteration 22Q: 3 clusters Score -485912.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -485938.937500 Penalty: 1751.290039
	Iteration 23Q: 3 clusters Score -485938.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -485962.437500 Penalty: 1751.290039
	Iteration 24Q: 3 clusters Score -485962.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -485982.250000 Penalty: 1751.290039
	Iteration 25Q: 3 clusters Score -485982.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -485999.468750 Penalty: 1751.290039
	Iteration 26Q: 3 clusters Score -485999.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -486022.218750 Penalty: 1751.290039
	Iteration 27Q: 3 clusters Score -486022.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -486052.812500 Penalty: 1751.290039
	Iteration 28Q: 3 clusters Score -486052.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -486077.343750 Penalty: 1751.290039
	Iteration 29Q: 3 clusters Score -486077.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -486098.531250 Penalty: 1751.290039
	Iteration 30Q: 3 clusters Score -486098.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -486127.843750 Penalty: 1751.290039
	Iteration 31Q: 3 clusters Score -486127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -486146.187500 Penalty: 1751.290039
	Iteration 32Q: 3 clusters Score -486146.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -486152.937500 Penalty: 1751.290039
	Iteration 33Q: 3 clusters Score -486152.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -486155.968750 Penalty: 1751.290039
	Iteration 34Q: 3 clusters Score -486156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -486162.218750 Penalty: 1751.290039
	Iteration 35Q: 3 clusters Score -486162.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -486169.656250 Penalty: 1751.290039
	Iteration 36Q: 3 clusters Score -486169.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -486173.937500 Penalty: 1751.290039
	Iteration 37Q: 3 clusters Score -486173.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -486178.468750 Penalty: 1751.290039
	Iteration 38Q: 3 clusters Score -486178.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -486181.093750 Penalty: 1751.290039
	Iteration 39Q: 3 clusters Score -486181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -486186.312500 Penalty: 1751.290039
	Iteration 40F: 3 clusters Score -486186.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -486189.437500 Penalty: 1751.290039
	Iteration 41Q: 3 clusters Score -486189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -486190.437500 Penalty: 1751.290039
	Iteration 42Q: 3 clusters Score -486190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -486191.593750 Penalty: 1751.290039
	Iteration 43Q: 3 clusters Score -486191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -486193.406250 Penalty: 1751.290039
	Iteration 44Q: 3 clusters Score -486193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -486195.031250 Penalty: 1751.290039
	Iteration 45Q: 3 clusters Score -486195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -486198.343750 Penalty: 1751.290039
	Iteration 46Q: 3 clusters Score -486198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -486205.718750 Penalty: 1751.290039
	Iteration 47Q: 3 clusters Score -486205.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -486207.687500 Penalty: 1751.290039
	Iteration 48Q: 3 clusters Score -486207.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -486209.937500 Penalty: 1751.290039
	Iteration 49Q: 3 clusters Score -486209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -486211.031250 Penalty: 1751.290039
	Iteration 50Q: 3 clusters Score -486211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -486211.562500 Penalty: 1751.290039
	Iteration 51Q: 3 clusters Score -486211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -486211.562500 Penalty: 1751.290039
	Iteration 52F: 3 clusters Score -486211.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -70610.726562 Penalty: 671.557251
	Iteration 0F: 2 clusters Score -70610.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69437.312500 Penalty: 1343.114502
	Iteration 0F: 3 clusters Score -69437.31 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69677.531250 Penalty: 1343.114502
	Iteration 1F: 3 clusters Score -69677.53 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -69747.773438 Penalty: 1343.114502
	Iteration 2F: 3 clusters Score -69747.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -69801.859375 Penalty: 1343.114502
	Iteration 3F: 3 clusters Score -69801.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69843.695312 Penalty: 1343.114502
	Iteration 4Q: 3 clusters Score -69843.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69882.609375 Penalty: 1343.114502
	Iteration 5Q: 3 clusters Score -69882.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69901.234375 Penalty: 1343.114502
	Iteration 6Q: 3 clusters Score -69901.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -69916.578125 Penalty: 1343.114502
	Iteration 7Q: 3 clusters Score -69916.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -69923.960938 Penalty: 1343.114502
	Iteration 8Q: 3 clusters Score -69923.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -69929.703125 Penalty: 1343.114502
	Iteration 9Q: 3 clusters Score -69929.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -69933.523438 Penalty: 1343.114502
	Iteration 10Q: 3 clusters Score -69933.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -69935.414062 Penalty: 1343.114502
	Iteration 11Q: 3 clusters Score -69935.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -69935.765625 Penalty: 1343.114502
	Iteration 12Q: 3 clusters Score -69935.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -69938.296875 Penalty: 1343.114502
	Iteration 13Q: 3 clusters Score -69938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -69940.937500 Penalty: 1343.114502
	Iteration 14Q: 3 clusters Score -69940.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -69943.421875 Penalty: 1343.114502
	Iteration 15Q: 3 clusters Score -69943.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -69947.984375 Penalty: 1343.114502
	Iteration 16Q: 3 clusters Score -69947.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69952.078125 Penalty: 1343.114502
	Iteration 17Q: 3 clusters Score -69952.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -69956.257812 Penalty: 1343.114502
	Iteration 18Q: 3 clusters Score -69956.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -69958.257812 Penalty: 1343.114502
	Iteration 19Q: 3 clusters Score -69958.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -69961.093750 Penalty: 1343.114502
	Iteration 20F: 3 clusters Score -69961.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -69962.835938 Penalty: 1343.114502
	Iteration 21Q: 3 clusters Score -69962.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69963.820312 Penalty: 1343.114502
	Iteration 22Q: 3 clusters Score -69963.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -69964.476562 Penalty: 1343.114502
	Iteration 23Q: 3 clusters Score -69964.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -69966.484375 Penalty: 1343.114502
	Iteration 24Q: 3 clusters Score -69966.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69967.132812 Penalty: 1343.114502
	Iteration 25Q: 3 clusters Score -69967.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69967.132812 Penalty: 1343.114502
	Iteration 26F: 3 clusters Score -69967.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Entering Unmasked Estep 
Score: -156353.343750 Penalty: 747.302185
	Iteration 0F: 2 clusters Score -156353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -154209.421875 Penalty: 1494.604370
	Iteration 0F: 3 clusters Score -154209.4 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -154777.718750 Penalty: 1494.604370
	Iteration 1F: 3 clusters Score -154777.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -154870.531250 Penalty: 1494.604370
	Iteration 2F: 3 clusters Score -154870.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -154937.109375 Penalty: 1494.604370
	Iteration 3F: 3 clusters Score -154937.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -154993.687500 Penalty: 1494.604370
	Iteration 4Q: 3 clusters Score -154993.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -155022.687500 Penalty: 1494.604370
	Iteration 5Q: 3 clusters Score -155022.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -155050.437500 Penalty: 1494.604370
	Iteration 6Q: 3 clusters Score -155050.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -155085.531250 Penalty: 1494.604370
	Iteration 7Q: 3 clusters Score -155085.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -155131.453125 Penalty: 1494.604370
	Iteration 8Q: 3 clusters Score -155131.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -155184.968750 Penalty: 1494.604370
	Iteration 9Q: 3 clusters Score -155185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -155233.828125 Penalty: 1494.604370
	Iteration 10Q: 3 clusters Score -155233.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -155293.234375 Penalty: 1494.604370
	Iteration 11Q: 3 clusters Score -155293.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -155357.531250 Penalty: 1494.604370
	Iteration 12Q: 3 clusters Score -155357.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -155403.000000 Penalty: 1494.604370
	Iteration 13Q: 3 clusters Score -155403 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -155442.609375 Penalty: 1494.604370
	Iteration 14Q: 3 clusters Score -155442.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -155488.250000 Penalty: 1494.604370
	Iteration 15Q: 3 clusters Score -155488.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -155526.468750 Penalty: 1494.604370
	Iteration 16Q: 3 clusters Score -155526.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -155561.203125 Penalty: 1494.604370
	Iteration 17Q: 3 clusters Score -155561.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -155586.625000 Penalty: 1494.604370
	Iteration 18Q: 3 clusters Score -155586.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -155605.031250 Penalty: 1494.604370
	Iteration 19Q: 3 clusters Score -155605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -155618.234375 Penalty: 1494.604370
	Iteration 20F: 3 clusters Score -155618.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -155635.734375 Penalty: 1494.604370
	Iteration 21Q: 3 clusters Score -155635.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -155644.187500 Penalty: 1494.604370
	Iteration 22Q: 3 clusters Score -155644.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -155651.218750 Penalty: 1494.604370
	Iteration 23Q: 3 clusters Score -155651.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -155654.515625 Penalty: 1494.604370
	Iteration 24Q: 3 clusters Score -155654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -155656.062500 Penalty: 1494.604370
	Iteration 25Q: 3 clusters Score -155656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -155656.578125 Penalty: 1494.604370
	Iteration 26Q: 3 clusters Score -155656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -155657.687500 Penalty: 1494.604370
	Iteration 27Q: 3 clusters Score -155657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -155658.625000 Penalty: 1494.604370
	Iteration 28Q: 3 clusters Score -155658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -155658.953125 Penalty: 1494.604370
	Iteration 29Q: 3 clusters Score -155659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -155659.656250 Penalty: 1494.604370
	Iteration 30Q: 3 clusters Score -155659.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -155660.468750 Penalty: 1494.604370
	Iteration 31Q: 3 clusters Score -155660.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -155662.328125 Penalty: 1494.604370
	Iteration 32Q: 3 clusters Score -155662.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -155664.390625 Penalty: 1494.604370
	Iteration 33Q: 3 clusters Score -155664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -155665.515625 Penalty: 1494.604370
	Iteration 34Q: 3 clusters Score -155665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -155666.359375 Penalty: 1494.604370
	Iteration 35Q: 3 clusters Score -155666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -155666.359375 Penalty: 1494.604370
	Iteration 36F: 3 clusters Score -155666.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Entering Unmasked Estep 
Score: -4214617.000000 Penalty: 1070.231201
	Iteration 0F: 2 clusters Score -4214617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -4162306.750000 Penalty: 2140.462402
	Iteration 0F: 3 clusters Score -4162307 nChanged 37773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -4184374.500000 Penalty: 2140.462402
	Iteration 1F: 3 clusters Score -4184374 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4185358.750000 Penalty: 2140.462402
	Iteration 2Q: 3 clusters Score -4185359 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -4186672.750000 Penalty: 2140.462402
	Iteration 3Q: 3 clusters Score -4186673 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4188410.000000 Penalty: 2140.462402
	Iteration 4Q: 3 clusters Score -4188410 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -4190497.750000 Penalty: 2140.462402
	Iteration 5F: 3 clusters Score -4190498 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -4192803.250000 Penalty: 2140.462402
	Iteration 6F: 3 clusters Score -4192803 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -4194819.000000 Penalty: 2140.462402
	Iteration 7F: 3 clusters Score -4194819 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4196640.000000 Penalty: 2140.462402
	Iteration 8Q: 3 clusters Score -4196640 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4198220.500000 Penalty: 2140.462402
	Iteration 9Q: 3 clusters Score -4198220 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4199785.000000 Penalty: 2140.462402
	Iteration 10Q: 3 clusters Score -4199785 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -4201208.000000 Penalty: 2140.462402
	Iteration 11Q: 3 clusters Score -4201208 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -4202648.000000 Penalty: 2140.462402
	Iteration 12Q: 3 clusters Score -4202648 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -4204224.000000 Penalty: 2140.462402
	Iteration 13Q: 3 clusters Score -4204224 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4205869.500000 Penalty: 2140.462402
	Iteration 14Q: 3 clusters Score -4205870 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4207543.000000 Penalty: 2140.462402
	Iteration 15Q: 3 clusters Score -4207543 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4209061.500000 Penalty: 2140.462402
	Iteration 16Q: 3 clusters Score -4209062 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -4210320.000000 Penalty: 2140.462402
	Iteration 17Q: 3 clusters Score -4210320 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -4211377.500000 Penalty: 2140.462402
	Iteration 18Q: 3 clusters Score -4211378 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4212138.000000 Penalty: 2140.462402
	Iteration 19Q: 3 clusters Score -4212138 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4212792.500000 Penalty: 2140.462402
	Iteration 20F: 3 clusters Score -4212792 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4213200.000000 Penalty: 2140.462402
	Iteration 21Q: 3 clusters Score -4213200 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4213506.500000 Penalty: 2140.462402
	Iteration 22Q: 3 clusters Score -4213506 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4213690.000000 Penalty: 2140.462402
	Iteration 23Q: 3 clusters Score -4213690 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4213809.500000 Penalty: 2140.462402
	Iteration 24Q: 3 clusters Score -4213810 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4213874.000000 Penalty: 2140.462402
	Iteration 25Q: 3 clusters Score -4213874 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4213923.000000 Penalty: 2140.462402
	Iteration 26Q: 3 clusters Score -4213923 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4213967.500000 Penalty: 2140.462402
	Iteration 27Q: 3 clusters Score -4213968 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4213994.000000 Penalty: 2140.462402
	Iteration 28Q: 3 clusters Score -4213994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4214017.500000 Penalty: 2140.462402
	Iteration 29Q: 3 clusters Score -4214018 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4214039.000000 Penalty: 2140.462402
	Iteration 30Q: 3 clusters Score -4214039 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4214058.000000 Penalty: 2140.462402
	Iteration 31Q: 3 clusters Score -4214058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4214059.500000 Penalty: 2140.462402
	Iteration 32Q: 3 clusters Score -4214060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4214069.500000 Penalty: 2140.462402
	Iteration 33Q: 3 clusters Score -4214070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4214069.500000 Penalty: 2140.462402
	Iteration 34Q: 3 clusters Score -4214070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4214086.000000 Penalty: 2140.462402
	Iteration 35Q: 3 clusters Score -4214086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4214096.000000 Penalty: 2140.462402
	Iteration 36Q: 3 clusters Score -4214096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4214101.500000 Penalty: 2140.462402
	Iteration 37Q: 3 clusters Score -4214102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4214103.000000 Penalty: 2140.462402
	Iteration 38Q: 3 clusters Score -4214103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4214107.500000 Penalty: 2140.462402
	Iteration 39Q: 3 clusters Score -4214108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4214107.500000 Penalty: 2140.462402
	Iteration 40F: 3 clusters Score -4214108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4214120.500000 Penalty: 2140.462402
	Iteration 41Q: 3 clusters Score -4214120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4214125.000000 Penalty: 2140.462402
	Iteration 42Q: 3 clusters Score -4214125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4214135.000000 Penalty: 2140.462402
	Iteration 43Q: 3 clusters Score -4214135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4214136.500000 Penalty: 2140.462402
	Iteration 44Q: 3 clusters Score -4214136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4214135.500000 Penalty: 2140.462402
	Iteration 45Q: 3 clusters Score -4214136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4214141.000000 Penalty: 2140.462402
	Iteration 46Q: 3 clusters Score -4214141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4214142.000000 Penalty: 2140.462402
	Iteration 47Q: 3 clusters Score -4214142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4214137.500000 Penalty: 2140.462402
	Iteration 48Q: 3 clusters Score -4214138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4214140.500000 Penalty: 2140.462402
	Iteration 49Q: 3 clusters Score -4214140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4214142.000000 Penalty: 2140.462402
	Iteration 50Q: 3 clusters Score -4214142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4214150.000000 Penalty: 2140.462402
	Iteration 51Q: 3 clusters Score -4214150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4214152.000000 Penalty: 2140.462402
	Iteration 52Q: 3 clusters Score -4214152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4214156.000000 Penalty: 2140.462402
	Iteration 53Q: 3 clusters Score -4214156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4214157.000000 Penalty: 2140.462402
	Iteration 54Q: 3 clusters Score -4214157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4214155.000000 Penalty: 2140.462402
	Iteration 55Q: 3 clusters Score -4214155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4214156.500000 Penalty: 2140.462402
	Iteration 56Q: 3 clusters Score -4214156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4214156.000000 Penalty: 2140.462402
	Iteration 57Q: 3 clusters Score -4214156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4214159.000000 Penalty: 2140.462402
	Iteration 58Q: 3 clusters Score -4214159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4214158.500000 Penalty: 2140.462402
	Iteration 59Q: 3 clusters Score -4214158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4214159.500000 Penalty: 2140.462402
	Iteration 60F: 3 clusters Score -4214160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76072 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4214165.000000 Penalty: 2140.462402
	Iteration 61Q: 3 clusters Score -4214165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4214164.000000 Penalty: 2140.462402
	Iteration 62Q: 3 clusters Score -4214164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4214162.000000 Penalty: 2140.462402
	Iteration 63Q: 3 clusters Score -4214162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4214161.500000 Penalty: 2140.462402
	Iteration 64Q: 3 clusters Score -4214162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4214160.500000 Penalty: 2140.462402
	Iteration 65Q: 3 clusters Score -4214160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4214160.500000 Penalty: 2140.462402
	Iteration 66F: 3 clusters Score -4214160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Entering Unmasked Estep 
Score: -306940.125000 Penalty: 840.908020
	Iteration 0F: 2 clusters Score -306940.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -302094.781250 Penalty: 1681.816040
	Iteration 0F: 3 clusters Score -302094.8 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -304100.375000 Penalty: 1681.816040
	Iteration 1F: 3 clusters Score -304100.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -304648.937500 Penalty: 1681.816040
	Iteration 2F: 3 clusters Score -304648.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -305115.656250 Penalty: 1681.816040
	Iteration 3F: 3 clusters Score -305115.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -305404.968750 Penalty: 1681.816040
	Iteration 4F: 3 clusters Score -305405 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -305663.531250 Penalty: 1681.816040
	Iteration 5F: 3 clusters Score -305663.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -305946.968750 Penalty: 1681.816040
	Iteration 6F: 3 clusters Score -305947 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -306199.906250 Penalty: 1681.816040
	Iteration 7Q: 3 clusters Score -306199.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -306410.875000 Penalty: 1681.816040
	Iteration 8Q: 3 clusters Score -306410.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -306647.437500 Penalty: 1681.816040
	Iteration 9Q: 3 clusters Score -306647.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -306901.718750 Penalty: 1681.816040
	Iteration 10Q: 3 clusters Score -306901.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -307111.625000 Penalty: 1681.816040
	Iteration 11Q: 3 clusters Score -307111.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -307272.687500 Penalty: 1681.816040
	Iteration 12Q: 3 clusters Score -307272.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -307395.437500 Penalty: 1681.816040
	Iteration 13Q: 3 clusters Score -307395.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -307469.062500 Penalty: 1681.816040
	Iteration 14Q: 3 clusters Score -307469.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -307493.781250 Penalty: 1681.816040
	Iteration 15Q: 3 clusters Score -307493.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -307504.156250 Penalty: 1681.816040
	Iteration 16Q: 3 clusters Score -307504.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -307507.906250 Penalty: 1681.816040
	Iteration 17Q: 3 clusters Score -307507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -307509.281250 Penalty: 1681.816040
	Iteration 18Q: 3 clusters Score -307509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -307509.937500 Penalty: 1681.816040
	Iteration 19Q: 3 clusters Score -307509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -307515.031250 Penalty: 1681.816040
	Iteration 20F: 3 clusters Score -307515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -307517.875000 Penalty: 1681.816040
	Iteration 21Q: 3 clusters Score -307517.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -307520.812500 Penalty: 1681.816040
	Iteration 22Q: 3 clusters Score -307520.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -307524.250000 Penalty: 1681.816040
	Iteration 23Q: 3 clusters Score -307524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -307526.906250 Penalty: 1681.816040
	Iteration 24Q: 3 clusters Score -307526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -307527.781250 Penalty: 1681.816040
	Iteration 25Q: 3 clusters Score -307527.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -307528.000000 Penalty: 1681.816040
	Iteration 26Q: 3 clusters Score -307528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -307529.375000 Penalty: 1681.816040
	Iteration 27Q: 3 clusters Score -307529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -307529.687500 Penalty: 1681.816040
	Iteration 28Q: 3 clusters Score -307529.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -307531.406250 Penalty: 1681.816040
	Iteration 29Q: 3 clusters Score -307531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -307531.625000 Penalty: 1681.816040
	Iteration 30Q: 3 clusters Score -307531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -307531.625000 Penalty: 1681.816040
	Iteration 31F: 3 clusters Score -307531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 7431 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 78088 members 
Mstep: Class 9 contains 3985 members 
Mstep: Class 10 contains 26401 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 12184 members 
Mstep: Class 15 contains 136069 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 29194 members 
Mstep: Class 18 contains 25309 members 
Mstep: Class 19 contains 13174 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 1783 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 291973 members 
Mstep: Class 24 contains 7990 members 
Mstep: Class 25 contains 16652 members 
Mstep: Class 26 contains 28950 members 
Mstep: Class 27 contains 3001 members 
Entering Unmasked Estep 
Score: -38629876.000000 Penalty: 34655.218750
Splitting cluster 9 changes total score from -38629752.000000 to -38629876.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (26401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Entering Unmasked Estep 
Score: -1309961.000000 Penalty: 967.209900
	Iteration 0F: 2 clusters Score -1309961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1292377.625000 Penalty: 1934.419800
	Iteration 0F: 3 clusters Score -1292378 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1299861.375000 Penalty: 1934.419800
	Iteration 1F: 3 clusters Score -1299861 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1300656.625000 Penalty: 1934.419800
	Iteration 2F: 3 clusters Score -1300657 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1301699.750000 Penalty: 1934.419800
	Iteration 3F: 3 clusters Score -1301700 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1303131.500000 Penalty: 1934.419800
	Iteration 4F: 3 clusters Score -1303132 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1304835.875000 Penalty: 1934.419800
	Iteration 5F: 3 clusters Score -1304836 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1306241.250000 Penalty: 1934.419800
	Iteration 6F: 3 clusters Score -1306241 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1306956.000000 Penalty: 1934.419800
	Iteration 7Q: 3 clusters Score -1306956 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1307342.875000 Penalty: 1934.419800
	Iteration 8Q: 3 clusters Score -1307343 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1307575.125000 Penalty: 1934.419800
	Iteration 9Q: 3 clusters Score -1307575 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1307720.375000 Penalty: 1934.419800
	Iteration 10Q: 3 clusters Score -1307720 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1307815.875000 Penalty: 1934.419800
	Iteration 11Q: 3 clusters Score -1307816 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1307901.375000 Penalty: 1934.419800
	Iteration 12Q: 3 clusters Score -1307901 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1307986.250000 Penalty: 1934.419800
	Iteration 13Q: 3 clusters Score -1307986 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -1308045.000000 Penalty: 1934.419800
	Iteration 14Q: 3 clusters Score -1308045 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1308115.000000 Penalty: 1934.419800
	Iteration 15Q: 3 clusters Score -1308115 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -1308179.375000 Penalty: 1934.419800
	Iteration 16Q: 3 clusters Score -1308179 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1308251.750000 Penalty: 1934.419800
	Iteration 17Q: 3 clusters Score -1308252 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1308331.625000 Penalty: 1934.419800
	Iteration 18Q: 3 clusters Score -1308332 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -1308375.500000 Penalty: 1934.419800
	Iteration 19Q: 3 clusters Score -1308376 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -1308404.625000 Penalty: 1934.419800
	Iteration 20F: 3 clusters Score -1308405 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -1308437.625000 Penalty: 1934.419800
	Iteration 21Q: 3 clusters Score -1308438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -1308462.500000 Penalty: 1934.419800
	Iteration 22Q: 3 clusters Score -1308462 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -1308485.625000 Penalty: 1934.419800
	Iteration 23Q: 3 clusters Score -1308486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -1308510.125000 Penalty: 1934.419800
	Iteration 24Q: 3 clusters Score -1308510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -1308533.625000 Penalty: 1934.419800
	Iteration 25Q: 3 clusters Score -1308534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -1308563.750000 Penalty: 1934.419800
	Iteration 26Q: 3 clusters Score -1308564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -1308599.375000 Penalty: 1934.419800
	Iteration 27Q: 3 clusters Score -1308599 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -1308633.375000 Penalty: 1934.419800
	Iteration 28Q: 3 clusters Score -1308633 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -1308664.625000 Penalty: 1934.419800
	Iteration 29Q: 3 clusters Score -1308665 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -1308694.250000 Penalty: 1934.419800
	Iteration 30Q: 3 clusters Score -1308694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -1308713.250000 Penalty: 1934.419800
	Iteration 31Q: 3 clusters Score -1308713 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -1308736.125000 Penalty: 1934.419800
	Iteration 32Q: 3 clusters Score -1308736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -1308750.875000 Penalty: 1934.419800
	Iteration 33Q: 3 clusters Score -1308751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -1308763.625000 Penalty: 1934.419800
	Iteration 34Q: 3 clusters Score -1308764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -1308774.875000 Penalty: 1934.419800
	Iteration 35Q: 3 clusters Score -1308775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -1308783.125000 Penalty: 1934.419800
	Iteration 36Q: 3 clusters Score -1308783 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -1308804.000000 Penalty: 1934.419800
	Iteration 37Q: 3 clusters Score -1308804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -1308819.875000 Penalty: 1934.419800
	Iteration 38Q: 3 clusters Score -1308820 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -1308826.000000 Penalty: 1934.419800
	Iteration 39Q: 3 clusters Score -1308826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -1308836.875000 Penalty: 1934.419800
	Iteration 40F: 3 clusters Score -1308837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -1308848.000000 Penalty: 1934.419800
	Iteration 41Q: 3 clusters Score -1308848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -1308851.500000 Penalty: 1934.419800
	Iteration 42Q: 3 clusters Score -1308852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -1308861.875000 Penalty: 1934.419800
	Iteration 43Q: 3 clusters Score -1308862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1308870.875000 Penalty: 1934.419800
	Iteration 44Q: 3 clusters Score -1308871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -1308880.625000 Penalty: 1934.419800
	Iteration 45Q: 3 clusters Score -1308881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1308905.750000 Penalty: 1934.419800
	Iteration 46Q: 3 clusters Score -1308906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -1308929.750000 Penalty: 1934.419800
	Iteration 47Q: 3 clusters Score -1308930 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -1308947.500000 Penalty: 1934.419800
	Iteration 48Q: 3 clusters Score -1308948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -1308970.500000 Penalty: 1934.419800
	Iteration 49Q: 3 clusters Score -1308970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1309001.875000 Penalty: 1934.419800
	Iteration 50Q: 3 clusters Score -1309002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -1309043.125000 Penalty: 1934.419800
	Iteration 51Q: 3 clusters Score -1309043 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -1309079.875000 Penalty: 1934.419800
	Iteration 52Q: 3 clusters Score -1309080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1309109.375000 Penalty: 1934.419800
	Iteration 53Q: 3 clusters Score -1309109 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -1309136.250000 Penalty: 1934.419800
	Iteration 54Q: 3 clusters Score -1309136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -1309167.125000 Penalty: 1934.419800
	Iteration 55Q: 3 clusters Score -1309167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -1309207.375000 Penalty: 1934.419800
	Iteration 56Q: 3 clusters Score -1309207 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -1309244.875000 Penalty: 1934.419800
	Iteration 57Q: 3 clusters Score -1309245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -1309286.250000 Penalty: 1934.419800
	Iteration 58Q: 3 clusters Score -1309286 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -1309320.375000 Penalty: 1934.419800
	Iteration 59Q: 3 clusters Score -1309320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -1309366.125000 Penalty: 1934.419800
	Iteration 60F: 3 clusters Score -1309366 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -1309402.750000 Penalty: 1934.419800
	Iteration 61Q: 3 clusters Score -1309403 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -1309425.625000 Penalty: 1934.419800
	Iteration 62Q: 3 clusters Score -1309426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -1309439.625000 Penalty: 1934.419800
	Iteration 63Q: 3 clusters Score -1309440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -1309450.125000 Penalty: 1934.419800
	Iteration 64Q: 3 clusters Score -1309450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -1309459.125000 Penalty: 1934.419800
	Iteration 65Q: 3 clusters Score -1309459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -1309468.500000 Penalty: 1934.419800
	Iteration 66Q: 3 clusters Score -1309468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -1309473.875000 Penalty: 1934.419800
	Iteration 67Q: 3 clusters Score -1309474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -1309477.000000 Penalty: 1934.419800
	Iteration 68Q: 3 clusters Score -1309477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -1309479.375000 Penalty: 1934.419800
	Iteration 69Q: 3 clusters Score -1309479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -1309481.500000 Penalty: 1934.419800
	Iteration 70Q: 3 clusters Score -1309482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -1309484.875000 Penalty: 1934.419800
	Iteration 71Q: 3 clusters Score -1309485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -1309487.125000 Penalty: 1934.419800
	Iteration 72Q: 3 clusters Score -1309487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -1309490.250000 Penalty: 1934.419800
	Iteration 73Q: 3 clusters Score -1309490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -1309489.750000 Penalty: 1934.419800
	Iteration 74Q: 3 clusters Score -1309490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -1309491.500000 Penalty: 1934.419800
	Iteration 75Q: 3 clusters Score -1309492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -1309495.625000 Penalty: 1934.419800
	Iteration 76Q: 3 clusters Score -1309496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -1309495.500000 Penalty: 1934.419800
	Iteration 77Q: 3 clusters Score -1309496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -1309499.000000 Penalty: 1934.419800
	Iteration 78Q: 3 clusters Score -1309499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -1309499.625000 Penalty: 1934.419800
	Iteration 79Q: 3 clusters Score -1309500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -1309500.750000 Penalty: 1934.419800
	Iteration 80F: 3 clusters Score -1309501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -1309502.375000 Penalty: 1934.419800
	Iteration 81Q: 3 clusters Score -1309502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -1309504.875000 Penalty: 1934.419800
	Iteration 82Q: 3 clusters Score -1309505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -1309507.250000 Penalty: 1934.419800
	Iteration 83Q: 3 clusters Score -1309507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -1309507.250000 Penalty: 1934.419800
	Iteration 84F: 3 clusters Score -1309507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Entering Unmasked Estep 
Score: -861254.875000 Penalty: 913.924927
	Iteration 0F: 2 clusters Score -861254.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -851177.625000 Penalty: 1827.849854
	Iteration 0F: 3 clusters Score -851177.6 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -855152.937500 Penalty: 1827.849854
	Iteration 1F: 3 clusters Score -855152.9 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -855782.937500 Penalty: 1827.849854
	Iteration 2F: 3 clusters Score -855782.9 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -856491.625000 Penalty: 1827.849854
	Iteration 3F: 3 clusters Score -856491.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -857120.187500 Penalty: 1827.849854
	Iteration 4F: 3 clusters Score -857120.2 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -857594.062500 Penalty: 1827.849854
	Iteration 5F: 3 clusters Score -857594.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -857910.625000 Penalty: 1827.849854
	Iteration 6Q: 3 clusters Score -857910.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -858126.937500 Penalty: 1827.849854
	Iteration 7Q: 3 clusters Score -858126.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -858279.250000 Penalty: 1827.849854
	Iteration 8Q: 3 clusters Score -858279.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -858379.375000 Penalty: 1827.849854
	Iteration 9Q: 3 clusters Score -858379.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -858457.437500 Penalty: 1827.849854
	Iteration 10Q: 3 clusters Score -858457.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -858528.750000 Penalty: 1827.849854
	Iteration 11Q: 3 clusters Score -858528.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -858600.687500 Penalty: 1827.849854
	Iteration 12Q: 3 clusters Score -858600.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -858673.687500 Penalty: 1827.849854
	Iteration 13Q: 3 clusters Score -858673.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -858744.312500 Penalty: 1827.849854
	Iteration 14Q: 3 clusters Score -858744.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -858834.062500 Penalty: 1827.849854
	Iteration 15Q: 3 clusters Score -858834.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -858945.312500 Penalty: 1827.849854
	Iteration 16Q: 3 clusters Score -858945.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -859063.375000 Penalty: 1827.849854
	Iteration 17Q: 3 clusters Score -859063.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -859194.687500 Penalty: 1827.849854
	Iteration 18Q: 3 clusters Score -859194.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -859349.187500 Penalty: 1827.849854
	Iteration 19Q: 3 clusters Score -859349.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -859514.312500 Penalty: 1827.849854
	Iteration 20F: 3 clusters Score -859514.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -859670.125000 Penalty: 1827.849854
	Iteration 21Q: 3 clusters Score -859670.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -859824.312500 Penalty: 1827.849854
	Iteration 22Q: 3 clusters Score -859824.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -859954.187500 Penalty: 1827.849854
	Iteration 23Q: 3 clusters Score -859954.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -860077.375000 Penalty: 1827.849854
	Iteration 24Q: 3 clusters Score -860077.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -860195.250000 Penalty: 1827.849854
	Iteration 25Q: 3 clusters Score -860195.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -860268.000000 Penalty: 1827.849854
	Iteration 26Q: 3 clusters Score -860268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -860309.375000 Penalty: 1827.849854
	Iteration 27Q: 3 clusters Score -860309.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -860344.750000 Penalty: 1827.849854
	Iteration 28Q: 3 clusters Score -860344.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -860374.375000 Penalty: 1827.849854
	Iteration 29Q: 3 clusters Score -860374.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -860395.875000 Penalty: 1827.849854
	Iteration 30Q: 3 clusters Score -860395.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -860415.125000 Penalty: 1827.849854
	Iteration 31Q: 3 clusters Score -860415.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -860434.312500 Penalty: 1827.849854
	Iteration 32Q: 3 clusters Score -860434.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -860447.437500 Penalty: 1827.849854
	Iteration 33Q: 3 clusters Score -860447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -860455.312500 Penalty: 1827.849854
	Iteration 34Q: 3 clusters Score -860455.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -860468.125000 Penalty: 1827.849854
	Iteration 35Q: 3 clusters Score -860468.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -860479.625000 Penalty: 1827.849854
	Iteration 36Q: 3 clusters Score -860479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -860489.250000 Penalty: 1827.849854
	Iteration 37Q: 3 clusters Score -860489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -860495.562500 Penalty: 1827.849854
	Iteration 38Q: 3 clusters Score -860495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -860500.875000 Penalty: 1827.849854
	Iteration 39Q: 3 clusters Score -860500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -860510.812500 Penalty: 1827.849854
	Iteration 40F: 3 clusters Score -860510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -860518.375000 Penalty: 1827.849854
	Iteration 41Q: 3 clusters Score -860518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -860520.187500 Penalty: 1827.849854
	Iteration 42Q: 3 clusters Score -860520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -860520.187500 Penalty: 1827.849854
	Iteration 43F: 3 clusters Score -860520.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Entering Unmasked Estep 
Score: -182880.671875 Penalty: 781.321045
	Iteration 0F: 2 clusters Score -182880.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -180095.750000 Penalty: 1562.642090
	Iteration 0F: 3 clusters Score -180095.8 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -180910.859375 Penalty: 1562.642090
	Iteration 1F: 3 clusters Score -180910.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -181138.281250 Penalty: 1562.642090
	Iteration 2F: 3 clusters Score -181138.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -181361.312500 Penalty: 1562.642090
	Iteration 3F: 3 clusters Score -181361.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -181721.328125 Penalty: 1562.642090
	Iteration 4F: 3 clusters Score -181721.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -182061.421875 Penalty: 1562.642090
	Iteration 5F: 3 clusters Score -182061.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -182270.250000 Penalty: 1562.642090
	Iteration 6F: 3 clusters Score -182270.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -182383.812500 Penalty: 1562.642090
	Iteration 7Q: 3 clusters Score -182383.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -182436.031250 Penalty: 1562.642090
	Iteration 8Q: 3 clusters Score -182436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -182464.296875 Penalty: 1562.642090
	Iteration 9Q: 3 clusters Score -182464.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -182482.671875 Penalty: 1562.642090
	Iteration 10Q: 3 clusters Score -182482.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -182498.515625 Penalty: 1562.642090
	Iteration 11Q: 3 clusters Score -182498.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -182509.140625 Penalty: 1562.642090
	Iteration 12Q: 3 clusters Score -182509.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -182515.328125 Penalty: 1562.642090
	Iteration 13Q: 3 clusters Score -182515.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -182520.250000 Penalty: 1562.642090
	Iteration 14Q: 3 clusters Score -182520.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -182526.093750 Penalty: 1562.642090
	Iteration 15Q: 3 clusters Score -182526.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -182529.078125 Penalty: 1562.642090
	Iteration 16Q: 3 clusters Score -182529.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -182532.765625 Penalty: 1562.642090
	Iteration 17Q: 3 clusters Score -182532.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -182536.109375 Penalty: 1562.642090
	Iteration 18Q: 3 clusters Score -182536.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182538.296875 Penalty: 1562.642090
	Iteration 19Q: 3 clusters Score -182538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -182541.000000 Penalty: 1562.642090
	Iteration 20F: 3 clusters Score -182541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -182543.812500 Penalty: 1562.642090
	Iteration 21Q: 3 clusters Score -182543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -182545.812500 Penalty: 1562.642090
	Iteration 22Q: 3 clusters Score -182545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -182546.343750 Penalty: 1562.642090
	Iteration 23Q: 3 clusters Score -182546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -182547.093750 Penalty: 1562.642090
	Iteration 24Q: 3 clusters Score -182547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -182547.578125 Penalty: 1562.642090
	Iteration 25Q: 3 clusters Score -182547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -182548.078125 Penalty: 1562.642090
	Iteration 26Q: 3 clusters Score -182548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182548.109375 Penalty: 1562.642090
	Iteration 27Q: 3 clusters Score -182548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -182547.968750 Penalty: 1562.642090
	Iteration 28Q: 3 clusters Score -182548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -182548.437500 Penalty: 1562.642090
	Iteration 29Q: 3 clusters Score -182548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -182548.437500 Penalty: 1562.642090
	Iteration 30F: 3 clusters Score -182548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Entering Unmasked Estep 
Score: -136791.796875 Penalty: 757.482483
	Iteration 0F: 2 clusters Score -136791.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -134559.875000 Penalty: 1514.964966
	Iteration 0F: 3 clusters Score -134559.9 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -135338.265625 Penalty: 1514.964966
	Iteration 1F: 3 clusters Score -135338.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -135595.187500 Penalty: 1514.964966
	Iteration 2F: 3 clusters Score -135595.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -135810.875000 Penalty: 1514.964966
	Iteration 3F: 3 clusters Score -135810.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -135972.828125 Penalty: 1514.964966
	Iteration 4F: 3 clusters Score -135972.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -136045.500000 Penalty: 1514.964966
	Iteration 5Q: 3 clusters Score -136045.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -136071.671875 Penalty: 1514.964966
	Iteration 6Q: 3 clusters Score -136071.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -136090.734375 Penalty: 1514.964966
	Iteration 7Q: 3 clusters Score -136090.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -136107.484375 Penalty: 1514.964966
	Iteration 8Q: 3 clusters Score -136107.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -136121.125000 Penalty: 1514.964966
	Iteration 9Q: 3 clusters Score -136121.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -136132.359375 Penalty: 1514.964966
	Iteration 10Q: 3 clusters Score -136132.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -136140.078125 Penalty: 1514.964966
	Iteration 11Q: 3 clusters Score -136140.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -136145.109375 Penalty: 1514.964966
	Iteration 12Q: 3 clusters Score -136145.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -136150.421875 Penalty: 1514.964966
	Iteration 13Q: 3 clusters Score -136150.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -136156.421875 Penalty: 1514.964966
	Iteration 14Q: 3 clusters Score -136156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -136159.765625 Penalty: 1514.964966
	Iteration 15Q: 3 clusters Score -136159.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -136164.265625 Penalty: 1514.964966
	Iteration 16Q: 3 clusters Score -136164.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -136169.640625 Penalty: 1514.964966
	Iteration 17Q: 3 clusters Score -136169.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -136176.578125 Penalty: 1514.964966
	Iteration 18Q: 3 clusters Score -136176.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -136184.453125 Penalty: 1514.964966
	Iteration 19Q: 3 clusters Score -136184.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -136193.187500 Penalty: 1514.964966
	Iteration 20F: 3 clusters Score -136193.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -136204.421875 Penalty: 1514.964966
	Iteration 21Q: 3 clusters Score -136204.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -136216.890625 Penalty: 1514.964966
	Iteration 22Q: 3 clusters Score -136216.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -136225.234375 Penalty: 1514.964966
	Iteration 23Q: 3 clusters Score -136225.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -136232.859375 Penalty: 1514.964966
	Iteration 24Q: 3 clusters Score -136232.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -136239.406250 Penalty: 1514.964966
	Iteration 25Q: 3 clusters Score -136239.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -136247.390625 Penalty: 1514.964966
	Iteration 26Q: 3 clusters Score -136247.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -136255.921875 Penalty: 1514.964966
	Iteration 27Q: 3 clusters Score -136255.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136263.890625 Penalty: 1514.964966
	Iteration 28Q: 3 clusters Score -136263.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -136270.640625 Penalty: 1514.964966
	Iteration 29Q: 3 clusters Score -136270.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136274.593750 Penalty: 1514.964966
	Iteration 30Q: 3 clusters Score -136274.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136279.062500 Penalty: 1514.964966
	Iteration 31Q: 3 clusters Score -136279.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -136284.984375 Penalty: 1514.964966
	Iteration 32Q: 3 clusters Score -136285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -136288.562500 Penalty: 1514.964966
	Iteration 33Q: 3 clusters Score -136288.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -136293.671875 Penalty: 1514.964966
	Iteration 34Q: 3 clusters Score -136293.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136298.921875 Penalty: 1514.964966
	Iteration 35Q: 3 clusters Score -136298.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -136302.718750 Penalty: 1514.964966
	Iteration 36Q: 3 clusters Score -136302.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136306.046875 Penalty: 1514.964966
	Iteration 37Q: 3 clusters Score -136306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -136310.984375 Penalty: 1514.964966
	Iteration 38Q: 3 clusters Score -136311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136316.718750 Penalty: 1514.964966
	Iteration 39Q: 3 clusters Score -136316.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136323.453125 Penalty: 1514.964966
	Iteration 40F: 3 clusters Score -136323.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136328.906250 Penalty: 1514.964966
	Iteration 41Q: 3 clusters Score -136328.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136334.515625 Penalty: 1514.964966
	Iteration 42Q: 3 clusters Score -136334.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -136339.125000 Penalty: 1514.964966
	Iteration 43Q: 3 clusters Score -136339.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -136345.828125 Penalty: 1514.964966
	Iteration 44Q: 3 clusters Score -136345.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136352.406250 Penalty: 1514.964966
	Iteration 45Q: 3 clusters Score -136352.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136360.984375 Penalty: 1514.964966
	Iteration 46Q: 3 clusters Score -136361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -136364.937500 Penalty: 1514.964966
	Iteration 47Q: 3 clusters Score -136364.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -136370.125000 Penalty: 1514.964966
	Iteration 48Q: 3 clusters Score -136370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -136373.421875 Penalty: 1514.964966
	Iteration 49Q: 3 clusters Score -136373.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -136378.109375 Penalty: 1514.964966
	Iteration 50Q: 3 clusters Score -136378.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136382.125000 Penalty: 1514.964966
	Iteration 51Q: 3 clusters Score -136382.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -136387.312500 Penalty: 1514.964966
	Iteration 52Q: 3 clusters Score -136387.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -136392.187500 Penalty: 1514.964966
	Iteration 53Q: 3 clusters Score -136392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -136398.031250 Penalty: 1514.964966
	Iteration 54Q: 3 clusters Score -136398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -136402.390625 Penalty: 1514.964966
	Iteration 55Q: 3 clusters Score -136402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -136404.453125 Penalty: 1514.964966
	Iteration 56Q: 3 clusters Score -136404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -136406.046875 Penalty: 1514.964966
	Iteration 57Q: 3 clusters Score -136406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -136406.671875 Penalty: 1514.964966
	Iteration 58Q: 3 clusters Score -136406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -136406.890625 Penalty: 1514.964966
	Iteration 59Q: 3 clusters Score -136406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -136406.890625 Penalty: 1514.964966
	Iteration 60F: 3 clusters Score -136406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Entering Unmasked Estep 
Score: -650179.437500 Penalty: 893.748474
	Iteration 0F: 2 clusters Score -650179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -641908.875000 Penalty: 1787.496948
	Iteration 0F: 3 clusters Score -641908.9 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -645089.812500 Penalty: 1787.496948
	Iteration 1F: 3 clusters Score -645089.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -645455.937500 Penalty: 1787.496948
	Iteration 2F: 3 clusters Score -645455.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -645853.125000 Penalty: 1787.496948
	Iteration 3F: 3 clusters Score -645853.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -646269.562500 Penalty: 1787.496948
	Iteration 4F: 3 clusters Score -646269.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -646682.937500 Penalty: 1787.496948
	Iteration 5F: 3 clusters Score -646682.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -647068.375000 Penalty: 1787.496948
	Iteration 6F: 3 clusters Score -647068.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -647402.937500 Penalty: 1787.496948
	Iteration 7Q: 3 clusters Score -647402.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -647704.000000 Penalty: 1787.496948
	Iteration 8Q: 3 clusters Score -647704 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -647962.250000 Penalty: 1787.496948
	Iteration 9Q: 3 clusters Score -647962.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -648200.187500 Penalty: 1787.496948
	Iteration 10Q: 3 clusters Score -648200.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -648418.937500 Penalty: 1787.496948
	Iteration 11Q: 3 clusters Score -648418.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -648600.000000 Penalty: 1787.496948
	Iteration 12Q: 3 clusters Score -648600 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -648770.687500 Penalty: 1787.496948
	Iteration 13Q: 3 clusters Score -648770.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -648930.062500 Penalty: 1787.496948
	Iteration 14Q: 3 clusters Score -648930.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -649056.250000 Penalty: 1787.496948
	Iteration 15Q: 3 clusters Score -649056.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -649169.312500 Penalty: 1787.496948
	Iteration 16Q: 3 clusters Score -649169.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -649248.625000 Penalty: 1787.496948
	Iteration 17Q: 3 clusters Score -649248.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -649304.250000 Penalty: 1787.496948
	Iteration 18Q: 3 clusters Score -649304.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -649350.500000 Penalty: 1787.496948
	Iteration 19Q: 3 clusters Score -649350.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -649383.562500 Penalty: 1787.496948
	Iteration 20F: 3 clusters Score -649383.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -649403.812500 Penalty: 1787.496948
	Iteration 21Q: 3 clusters Score -649403.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -649422.750000 Penalty: 1787.496948
	Iteration 22Q: 3 clusters Score -649422.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -649439.062500 Penalty: 1787.496948
	Iteration 23Q: 3 clusters Score -649439.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -649458.375000 Penalty: 1787.496948
	Iteration 24Q: 3 clusters Score -649458.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -649469.937500 Penalty: 1787.496948
	Iteration 25Q: 3 clusters Score -649469.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -649483.187500 Penalty: 1787.496948
	Iteration 26Q: 3 clusters Score -649483.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -649493.500000 Penalty: 1787.496948
	Iteration 27Q: 3 clusters Score -649493.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -649503.062500 Penalty: 1787.496948
	Iteration 28Q: 3 clusters Score -649503.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -649506.250000 Penalty: 1787.496948
	Iteration 29Q: 3 clusters Score -649506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -649510.500000 Penalty: 1787.496948
	Iteration 30Q: 3 clusters Score -649510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -649513.000000 Penalty: 1787.496948
	Iteration 31Q: 3 clusters Score -649513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -649515.000000 Penalty: 1787.496948
	Iteration 32Q: 3 clusters Score -649515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -649515.562500 Penalty: 1787.496948
	Iteration 33Q: 3 clusters Score -649515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -649516.062500 Penalty: 1787.496948
	Iteration 34Q: 3 clusters Score -649516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -649515.312500 Penalty: 1787.496948
	Iteration 35Q: 3 clusters Score -649515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -649516.312500 Penalty: 1787.496948
	Iteration 36Q: 3 clusters Score -649516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -649516.812500 Penalty: 1787.496948
	Iteration 37Q: 3 clusters Score -649516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -649519.312500 Penalty: 1787.496948
	Iteration 38Q: 3 clusters Score -649519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -649519.437500 Penalty: 1787.496948
	Iteration 39Q: 3 clusters Score -649519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -649519.812500 Penalty: 1787.496948
	Iteration 40F: 3 clusters Score -649519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136069 members 
Entering Unmasked Estep 
Score: -7408574.500000 Penalty: 1122.987183
	Iteration 0F: 2 clusters Score -7408574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -7316965.000000 Penalty: 2245.974365
	Iteration 0F: 3 clusters Score -7316965 nChanged 66119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -7355980.000000 Penalty: 2245.974365
	Iteration 1F: 3 clusters Score -7355980 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -7357149.500000 Penalty: 2245.974365
	Iteration 2Q: 3 clusters Score -7357150 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -7358661.500000 Penalty: 2245.974365
	Iteration 3Q: 3 clusters Score -7358662 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -7360869.500000 Penalty: 2245.974365
	Iteration 4Q: 3 clusters Score -7360870 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -7363933.000000 Penalty: 2245.974365
	Iteration 5Q: 3 clusters Score -7363933 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -7367949.000000 Penalty: 2245.974365
	Iteration 6F: 3 clusters Score -7367949 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -7372720.500000 Penalty: 2245.974365
	Iteration 7F: 3 clusters Score -7372720 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -7377720.500000 Penalty: 2245.974365
	Iteration 8F: 3 clusters Score -7377720 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -7382427.000000 Penalty: 2245.974365
	Iteration 9F: 3 clusters Score -7382427 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 88602 members 
Entering Unmasked Estep 
Score: -7385665.500000 Penalty: 2245.974365
	Iteration 10Q: 3 clusters Score -7385666 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -7387311.500000 Penalty: 2245.974365
	Iteration 11Q: 3 clusters Score -7387312 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 93128 members 
Entering Unmasked Estep 
Score: -7388324.000000 Penalty: 2245.974365
	Iteration 12Q: 3 clusters Score -7388324 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -7389093.000000 Penalty: 2245.974365
	Iteration 13Q: 3 clusters Score -7389093 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -7389909.000000 Penalty: 2245.974365
	Iteration 14Q: 3 clusters Score -7389909 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -7390696.500000 Penalty: 2245.974365
	Iteration 15Q: 3 clusters Score -7390696 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 102913 members 
Entering Unmasked Estep 
Score: -7391589.000000 Penalty: 2245.974365
	Iteration 16Q: 3 clusters Score -7391589 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -7392700.000000 Penalty: 2245.974365
	Iteration 17Q: 3 clusters Score -7392700 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -7393912.500000 Penalty: 2245.974365
	Iteration 18Q: 3 clusters Score -7393912 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 111404 members 
Entering Unmasked Estep 
Score: -7395093.000000 Penalty: 2245.974365
	Iteration 19Q: 3 clusters Score -7395093 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -7396430.500000 Penalty: 2245.974365
	Iteration 20F: 3 clusters Score -7396430 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -7397869.500000 Penalty: 2245.974365
	Iteration 21Q: 3 clusters Score -7397870 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -7399420.500000 Penalty: 2245.974365
	Iteration 22Q: 3 clusters Score -7399420 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 122303 members 
Entering Unmasked Estep 
Score: -7401039.500000 Penalty: 2245.974365
	Iteration 23Q: 3 clusters Score -7401040 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 124718 members 
Entering Unmasked Estep 
Score: -7402622.500000 Penalty: 2245.974365
	Iteration 24Q: 3 clusters Score -7402622 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 126874 members 
Entering Unmasked Estep 
Score: -7404202.500000 Penalty: 2245.974365
	Iteration 25Q: 3 clusters Score -7404202 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 128674 members 
Entering Unmasked Estep 
Score: -7405510.500000 Penalty: 2245.974365
	Iteration 26Q: 3 clusters Score -7405510 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 130082 members 
Entering Unmasked Estep 
Score: -7406529.500000 Penalty: 2245.974365
	Iteration 27Q: 3 clusters Score -7406530 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 131113 members 
Entering Unmasked Estep 
Score: -7407227.000000 Penalty: 2245.974365
	Iteration 28Q: 3 clusters Score -7407227 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 131834 members 
Entering Unmasked Estep 
Score: -7407635.000000 Penalty: 2245.974365
	Iteration 29Q: 3 clusters Score -7407635 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 132352 members 
Entering Unmasked Estep 
Score: -7407926.500000 Penalty: 2245.974365
	Iteration 30Q: 3 clusters Score -7407926 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 132733 members 
Entering Unmasked Estep 
Score: -7408085.000000 Penalty: 2245.974365
	Iteration 31Q: 3 clusters Score -7408085 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 133022 members 
Entering Unmasked Estep 
Score: -7408176.000000 Penalty: 2245.974365
	Iteration 32Q: 3 clusters Score -7408176 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 133263 members 
Entering Unmasked Estep 
Score: -7408244.000000 Penalty: 2245.974365
	Iteration 33Q: 3 clusters Score -7408244 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 133461 members 
Entering Unmasked Estep 
Score: -7408286.500000 Penalty: 2245.974365
	Iteration 34Q: 3 clusters Score -7408286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 133624 members 
Entering Unmasked Estep 
Score: -7408299.000000 Penalty: 2245.974365
	Iteration 35Q: 3 clusters Score -7408299 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -7408337.000000 Penalty: 2245.974365
	Iteration 36Q: 3 clusters Score -7408337 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 133834 members 
Entering Unmasked Estep 
Score: -7408355.000000 Penalty: 2245.974365
	Iteration 37Q: 3 clusters Score -7408355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 133902 members 
Entering Unmasked Estep 
Score: -7408380.000000 Penalty: 2245.974365
	Iteration 38Q: 3 clusters Score -7408380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 133952 members 
Entering Unmasked Estep 
Score: -7408390.000000 Penalty: 2245.974365
	Iteration 39Q: 3 clusters Score -7408390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 133996 members 
Entering Unmasked Estep 
Score: -7408393.500000 Penalty: 2245.974365
	Iteration 40F: 3 clusters Score -7408394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 134043 members 
Entering Unmasked Estep 
Score: -7408395.000000 Penalty: 2245.974365
	Iteration 41Q: 3 clusters Score -7408395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 134073 members 
Entering Unmasked Estep 
Score: -7408403.500000 Penalty: 2245.974365
	Iteration 42Q: 3 clusters Score -7408404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 134102 members 
Entering Unmasked Estep 
Score: -7408395.000000 Penalty: 2245.974365
	Iteration 43Q: 3 clusters Score -7408395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 134125 members 
Entering Unmasked Estep 
Score: -7408393.500000 Penalty: 2245.974365
	Iteration 44Q: 3 clusters Score -7408394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 134147 members 
Entering Unmasked Estep 
Score: -7408395.000000 Penalty: 2245.974365
	Iteration 45Q: 3 clusters Score -7408395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 134162 members 
Entering Unmasked Estep 
Score: -7408391.000000 Penalty: 2245.974365
	Iteration 46Q: 3 clusters Score -7408391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 134179 members 
Entering Unmasked Estep 
Score: -7408395.500000 Penalty: 2245.974365
	Iteration 47Q: 3 clusters Score -7408396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 134203 members 
Entering Unmasked Estep 
Score: -7408392.000000 Penalty: 2245.974365
	Iteration 48Q: 3 clusters Score -7408392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 134215 members 
Entering Unmasked Estep 
Score: -7408401.500000 Penalty: 2245.974365
	Iteration 49Q: 3 clusters Score -7408402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 134217 members 
Entering Unmasked Estep 
Score: -7408403.000000 Penalty: 2245.974365
	Iteration 50Q: 3 clusters Score -7408403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 134221 members 
Entering Unmasked Estep 
Score: -7408403.000000 Penalty: 2245.974365
	Iteration 51Q: 3 clusters Score -7408403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
Score: -7408403.500000 Penalty: 2245.974365
	Iteration 52Q: 3 clusters Score -7408404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 134227 members 
Entering Unmasked Estep 
Score: -7408408.000000 Penalty: 2245.974365
	Iteration 53Q: 3 clusters Score -7408408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 134229 members 
Entering Unmasked Estep 
Score: -7408411.000000 Penalty: 2245.974365
	Iteration 54Q: 3 clusters Score -7408411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 134231 members 
Entering Unmasked Estep 
Score: -7408407.500000 Penalty: 2245.974365
	Iteration 55Q: 3 clusters Score -7408408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 134232 members 
Entering Unmasked Estep 
Score: -7408409.000000 Penalty: 2245.974365
	Iteration 56Q: 3 clusters Score -7408409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 134233 members 
Entering Unmasked Estep 
Score: -7408408.000000 Penalty: 2245.974365
	Iteration 57Q: 3 clusters Score -7408408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 134234 members 
Entering Unmasked Estep 
Score: -7408407.500000 Penalty: 2245.974365
	Iteration 58Q: 3 clusters Score -7408408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 134235 members 
Entering Unmasked Estep 
Score: -7408412.000000 Penalty: 2245.974365
	Iteration 59Q: 3 clusters Score -7408412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 134237 members 
Entering Unmasked Estep 
Score: -7408407.000000 Penalty: 2245.974365
	Iteration 60F: 3 clusters Score -7408407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98878.984375 Penalty: 710.211060
	Iteration 0F: 2 clusters Score -98878.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97323.460938 Penalty: 1420.422119
	Iteration 0F: 3 clusters Score -97323.46 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -97708.125000 Penalty: 1420.422119
	Iteration 1F: 3 clusters Score -97708.12 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -97780.820312 Penalty: 1420.422119
	Iteration 2F: 3 clusters Score -97780.82 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -97823.656250 Penalty: 1420.422119
	Iteration 3Q: 3 clusters Score -97823.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -97857.593750 Penalty: 1420.422119
	Iteration 4Q: 3 clusters Score -97857.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -97889.359375 Penalty: 1420.422119
	Iteration 5Q: 3 clusters Score -97889.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -97928.023438 Penalty: 1420.422119
	Iteration 6Q: 3 clusters Score -97928.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -97973.320312 Penalty: 1420.422119
	Iteration 7Q: 3 clusters Score -97973.32 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -98008.257812 Penalty: 1420.422119
	Iteration 8Q: 3 clusters Score -98008.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98031.476562 Penalty: 1420.422119
	Iteration 9Q: 3 clusters Score -98031.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -98045.617188 Penalty: 1420.422119
	Iteration 10Q: 3 clusters Score -98045.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -98059.781250 Penalty: 1420.422119
	Iteration 11Q: 3 clusters Score -98059.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -98075.289062 Penalty: 1420.422119
	Iteration 12Q: 3 clusters Score -98075.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98093.031250 Penalty: 1420.422119
	Iteration 13Q: 3 clusters Score -98093.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -98118.054688 Penalty: 1420.422119
	Iteration 14Q: 3 clusters Score -98118.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -98140.250000 Penalty: 1420.422119
	Iteration 15Q: 3 clusters Score -98140.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -98158.140625 Penalty: 1420.422119
	Iteration 16Q: 3 clusters Score -98158.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -98170.328125 Penalty: 1420.422119
	Iteration 17Q: 3 clusters Score -98170.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98177.226562 Penalty: 1420.422119
	Iteration 18Q: 3 clusters Score -98177.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -98185.734375 Penalty: 1420.422119
	Iteration 19Q: 3 clusters Score -98185.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -98198.742188 Penalty: 1420.422119
	Iteration 20F: 3 clusters Score -98198.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -98208.593750 Penalty: 1420.422119
	Iteration 21Q: 3 clusters Score -98208.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -98219.945312 Penalty: 1420.422119
	Iteration 22Q: 3 clusters Score -98219.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98244.015625 Penalty: 1420.422119
	Iteration 23Q: 3 clusters Score -98244.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -98274.640625 Penalty: 1420.422119
	Iteration 24Q: 3 clusters Score -98274.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -98292.914062 Penalty: 1420.422119
	Iteration 25Q: 3 clusters Score -98292.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98301.320312 Penalty: 1420.422119
	Iteration 26Q: 3 clusters Score -98301.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -98313.898438 Penalty: 1420.422119
	Iteration 27Q: 3 clusters Score -98313.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -98320.953125 Penalty: 1420.422119
	Iteration 28Q: 3 clusters Score -98320.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -98329.429688 Penalty: 1420.422119
	Iteration 29Q: 3 clusters Score -98329.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -98333.945312 Penalty: 1420.422119
	Iteration 30Q: 3 clusters Score -98333.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -98337.648438 Penalty: 1420.422119
	Iteration 31Q: 3 clusters Score -98337.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -98342.148438 Penalty: 1420.422119
	Iteration 32Q: 3 clusters Score -98342.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -98350.062500 Penalty: 1420.422119
	Iteration 33Q: 3 clusters Score -98350.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -98359.460938 Penalty: 1420.422119
	Iteration 34Q: 3 clusters Score -98359.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -98370.937500 Penalty: 1420.422119
	Iteration 35Q: 3 clusters Score -98370.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -98378.875000 Penalty: 1420.422119
	Iteration 36Q: 3 clusters Score -98378.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98386.085938 Penalty: 1420.422119
	Iteration 37Q: 3 clusters Score -98386.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -98390.203125 Penalty: 1420.422119
	Iteration 38Q: 3 clusters Score -98390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98393.757812 Penalty: 1420.422119
	Iteration 39Q: 3 clusters Score -98393.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -98396.812500 Penalty: 1420.422119
	Iteration 40F: 3 clusters Score -98396.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -98403.125000 Penalty: 1420.422119
	Iteration 41Q: 3 clusters Score -98403.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98407.187500 Penalty: 1420.422119
	Iteration 42Q: 3 clusters Score -98407.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98408.765625 Penalty: 1420.422119
	Iteration 43Q: 3 clusters Score -98408.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98411.968750 Penalty: 1420.422119
	Iteration 44Q: 3 clusters Score -98411.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98412.085938 Penalty: 1420.422119
	Iteration 45Q: 3 clusters Score -98412.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98412.890625 Penalty: 1420.422119
	Iteration 46Q: 3 clusters Score -98412.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -98413.226562 Penalty: 1420.422119
	Iteration 47Q: 3 clusters Score -98413.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -98414.648438 Penalty: 1420.422119
	Iteration 48Q: 3 clusters Score -98414.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -98415.992188 Penalty: 1420.422119
	Iteration 49Q: 3 clusters Score -98415.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -98416.796875 Penalty: 1420.422119
	Iteration 50Q: 3 clusters Score -98416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -98417.148438 Penalty: 1420.422119
	Iteration 51Q: 3 clusters Score -98417.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -98417.242188 Penalty: 1420.422119
	Iteration 52Q: 3 clusters Score -98417.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -98417.390625 Penalty: 1420.422119
	Iteration 53Q: 3 clusters Score -98417.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -98417.726562 Penalty: 1420.422119
	Iteration 54Q: 3 clusters Score -98417.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -98417.968750 Penalty: 1420.422119
	Iteration 55Q: 3 clusters Score -98417.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -98417.968750 Penalty: 1420.422119
	Iteration 56F: 3 clusters Score -98417.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Entering Unmasked Estep 
Score: -1820405.875000 Penalty: 976.763245
	Iteration 0F: 2 clusters Score -1820406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1800997.750000 Penalty: 1953.526489
	Iteration 0F: 3 clusters Score -1800998 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1808868.875000 Penalty: 1953.526489
	Iteration 1F: 3 clusters Score -1808869 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1809609.125000 Penalty: 1953.526489
	Iteration 2F: 3 clusters Score -1809609 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1810836.375000 Penalty: 1953.526489
	Iteration 3F: 3 clusters Score -1810836 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -1812757.875000 Penalty: 1953.526489
	Iteration 4F: 3 clusters Score -1812758 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -1815096.875000 Penalty: 1953.526489
	Iteration 5F: 3 clusters Score -1815097 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -1817098.500000 Penalty: 1953.526489
	Iteration 6F: 3 clusters Score -1817098 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -1818415.000000 Penalty: 1953.526489
	Iteration 7Q: 3 clusters Score -1818415 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -1819122.875000 Penalty: 1953.526489
	Iteration 8Q: 3 clusters Score -1819123 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -1819417.750000 Penalty: 1953.526489
	Iteration 9Q: 3 clusters Score -1819418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -1819485.375000 Penalty: 1953.526489
	Iteration 10Q: 3 clusters Score -1819485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -1819508.000000 Penalty: 1953.526489
	Iteration 11Q: 3 clusters Score -1819508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -1819526.875000 Penalty: 1953.526489
	Iteration 12Q: 3 clusters Score -1819527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -1819536.000000 Penalty: 1953.526489
	Iteration 13Q: 3 clusters Score -1819536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -1819540.750000 Penalty: 1953.526489
	Iteration 14Q: 3 clusters Score -1819541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -1819541.750000 Penalty: 1953.526489
	Iteration 15Q: 3 clusters Score -1819542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -1819543.750000 Penalty: 1953.526489
	Iteration 16Q: 3 clusters Score -1819544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -1819549.125000 Penalty: 1953.526489
	Iteration 17Q: 3 clusters Score -1819549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -1819552.750000 Penalty: 1953.526489
	Iteration 18Q: 3 clusters Score -1819553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -1819552.750000 Penalty: 1953.526489
	Iteration 19F: 3 clusters Score -1819553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Entering Unmasked Estep 
Score: -1335554.500000 Penalty: 963.196960
	Iteration 0F: 2 clusters Score -1335554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1318602.375000 Penalty: 1926.393921
	Iteration 0F: 3 clusters Score -1318602 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1325800.000000 Penalty: 1926.393921
	Iteration 1F: 3 clusters Score -1325800 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1326764.125000 Penalty: 1926.393921
	Iteration 2F: 3 clusters Score -1326764 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1327995.250000 Penalty: 1926.393921
	Iteration 3F: 3 clusters Score -1327995 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1329212.500000 Penalty: 1926.393921
	Iteration 4F: 3 clusters Score -1329212 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1330214.750000 Penalty: 1926.393921
	Iteration 5F: 3 clusters Score -1330215 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1330918.000000 Penalty: 1926.393921
	Iteration 6F: 3 clusters Score -1330918 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1331407.750000 Penalty: 1926.393921
	Iteration 7Q: 3 clusters Score -1331408 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1331747.875000 Penalty: 1926.393921
	Iteration 8Q: 3 clusters Score -1331748 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1332029.875000 Penalty: 1926.393921
	Iteration 9Q: 3 clusters Score -1332030 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1332309.500000 Penalty: 1926.393921
	Iteration 10Q: 3 clusters Score -1332310 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1332552.750000 Penalty: 1926.393921
	Iteration 11Q: 3 clusters Score -1332553 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1332779.750000 Penalty: 1926.393921
	Iteration 12Q: 3 clusters Score -1332780 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1332963.250000 Penalty: 1926.393921
	Iteration 13Q: 3 clusters Score -1332963 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1333094.125000 Penalty: 1926.393921
	Iteration 14Q: 3 clusters Score -1333094 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1333192.375000 Penalty: 1926.393921
	Iteration 15Q: 3 clusters Score -1333192 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1333259.500000 Penalty: 1926.393921
	Iteration 16Q: 3 clusters Score -1333260 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1333304.125000 Penalty: 1926.393921
	Iteration 17Q: 3 clusters Score -1333304 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1333344.375000 Penalty: 1926.393921
	Iteration 18Q: 3 clusters Score -1333344 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1333376.250000 Penalty: 1926.393921
	Iteration 19Q: 3 clusters Score -1333376 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1333390.625000 Penalty: 1926.393921
	Iteration 20F: 3 clusters Score -1333391 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1333401.375000 Penalty: 1926.393921
	Iteration 21Q: 3 clusters Score -1333401 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1333422.875000 Penalty: 1926.393921
	Iteration 22Q: 3 clusters Score -1333423 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1333426.875000 Penalty: 1926.393921
	Iteration 23Q: 3 clusters Score -1333427 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1333432.375000 Penalty: 1926.393921
	Iteration 24Q: 3 clusters Score -1333432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1333438.625000 Penalty: 1926.393921
	Iteration 25Q: 3 clusters Score -1333439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1333448.375000 Penalty: 1926.393921
	Iteration 26Q: 3 clusters Score -1333448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1333450.125000 Penalty: 1926.393921
	Iteration 27Q: 3 clusters Score -1333450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1333450.625000 Penalty: 1926.393921
	Iteration 28Q: 3 clusters Score -1333451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1333456.500000 Penalty: 1926.393921
	Iteration 29Q: 3 clusters Score -1333456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1333464.125000 Penalty: 1926.393921
	Iteration 30Q: 3 clusters Score -1333464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1333466.000000 Penalty: 1926.393921
	Iteration 31Q: 3 clusters Score -1333466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1333470.125000 Penalty: 1926.393921
	Iteration 32Q: 3 clusters Score -1333470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1333477.750000 Penalty: 1926.393921
	Iteration 33Q: 3 clusters Score -1333478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1333487.625000 Penalty: 1926.393921
	Iteration 34Q: 3 clusters Score -1333488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1333484.625000 Penalty: 1926.393921
	Iteration 35Q: 3 clusters Score -1333485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1333487.750000 Penalty: 1926.393921
	Iteration 36Q: 3 clusters Score -1333488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1333492.625000 Penalty: 1926.393921
	Iteration 37Q: 3 clusters Score -1333493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1333492.750000 Penalty: 1926.393921
	Iteration 38Q: 3 clusters Score -1333493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1333498.375000 Penalty: 1926.393921
	Iteration 39Q: 3 clusters Score -1333498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1333501.500000 Penalty: 1926.393921
	Iteration 40F: 3 clusters Score -1333502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1333504.000000 Penalty: 1926.393921
	Iteration 41Q: 3 clusters Score -1333504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1333505.125000 Penalty: 1926.393921
	Iteration 42Q: 3 clusters Score -1333505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1333511.750000 Penalty: 1926.393921
	Iteration 43Q: 3 clusters Score -1333512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1333520.500000 Penalty: 1926.393921
	Iteration 44Q: 3 clusters Score -1333520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1333528.000000 Penalty: 1926.393921
	Iteration 45Q: 3 clusters Score -1333528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1333534.750000 Penalty: 1926.393921
	Iteration 46Q: 3 clusters Score -1333535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1333538.125000 Penalty: 1926.393921
	Iteration 47Q: 3 clusters Score -1333538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1333538.375000 Penalty: 1926.393921
	Iteration 48Q: 3 clusters Score -1333538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1333541.250000 Penalty: 1926.393921
	Iteration 49Q: 3 clusters Score -1333541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1333551.250000 Penalty: 1926.393921
	Iteration 50Q: 3 clusters Score -1333551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1333548.125000 Penalty: 1926.393921
	Iteration 51Q: 3 clusters Score -1333548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1333551.625000 Penalty: 1926.393921
	Iteration 52Q: 3 clusters Score -1333552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1333553.000000 Penalty: 1926.393921
	Iteration 53Q: 3 clusters Score -1333553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1333558.125000 Penalty: 1926.393921
	Iteration 54Q: 3 clusters Score -1333558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1333558.375000 Penalty: 1926.393921
	Iteration 55Q: 3 clusters Score -1333558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1333561.000000 Penalty: 1926.393921
	Iteration 56Q: 3 clusters Score -1333561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1333560.250000 Penalty: 1926.393921
	Iteration 57Q: 3 clusters Score -1333560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1333564.500000 Penalty: 1926.393921
	Iteration 58Q: 3 clusters Score -1333564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1333570.000000 Penalty: 1926.393921
	Iteration 59Q: 3 clusters Score -1333570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1333568.625000 Penalty: 1926.393921
	Iteration 60F: 3 clusters Score -1333569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1333571.500000 Penalty: 1926.393921
	Iteration 61Q: 3 clusters Score -1333572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1333574.500000 Penalty: 1926.393921
	Iteration 62Q: 3 clusters Score -1333574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1333576.875000 Penalty: 1926.393921
	Iteration 63Q: 3 clusters Score -1333577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1333581.500000 Penalty: 1926.393921
	Iteration 64Q: 3 clusters Score -1333582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1333583.250000 Penalty: 1926.393921
	Iteration 65Q: 3 clusters Score -1333583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1333588.875000 Penalty: 1926.393921
	Iteration 66Q: 3 clusters Score -1333589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1333593.125000 Penalty: 1926.393921
	Iteration 67Q: 3 clusters Score -1333593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1333598.375000 Penalty: 1926.393921
	Iteration 68Q: 3 clusters Score -1333598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1333608.000000 Penalty: 1926.393921
	Iteration 69Q: 3 clusters Score -1333608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1333606.375000 Penalty: 1926.393921
	Iteration 70Q: 3 clusters Score -1333606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1333613.125000 Penalty: 1926.393921
	Iteration 71Q: 3 clusters Score -1333613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1333616.875000 Penalty: 1926.393921
	Iteration 72Q: 3 clusters Score -1333617 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1333620.250000 Penalty: 1926.393921
	Iteration 73Q: 3 clusters Score -1333620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1333638.375000 Penalty: 1926.393921
	Iteration 74Q: 3 clusters Score -1333638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1333646.875000 Penalty: 1926.393921
	Iteration 75Q: 3 clusters Score -1333647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1333655.625000 Penalty: 1926.393921
	Iteration 76Q: 3 clusters Score -1333656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1333672.875000 Penalty: 1926.393921
	Iteration 77Q: 3 clusters Score -1333673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1333684.500000 Penalty: 1926.393921
	Iteration 78Q: 3 clusters Score -1333684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1333691.750000 Penalty: 1926.393921
	Iteration 79Q: 3 clusters Score -1333692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1333694.375000 Penalty: 1926.393921
	Iteration 80F: 3 clusters Score -1333694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1333702.750000 Penalty: 1926.393921
	Iteration 81Q: 3 clusters Score -1333703 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1333714.875000 Penalty: 1926.393921
	Iteration 82Q: 3 clusters Score -1333715 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1333718.000000 Penalty: 1926.393921
	Iteration 83Q: 3 clusters Score -1333718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1333730.250000 Penalty: 1926.393921
	Iteration 84Q: 3 clusters Score -1333730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1333736.500000 Penalty: 1926.393921
	Iteration 85Q: 3 clusters Score -1333736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1333741.875000 Penalty: 1926.393921
	Iteration 86Q: 3 clusters Score -1333742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1333752.875000 Penalty: 1926.393921
	Iteration 87Q: 3 clusters Score -1333753 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1333760.625000 Penalty: 1926.393921
	Iteration 88Q: 3 clusters Score -1333761 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1333775.375000 Penalty: 1926.393921
	Iteration 89Q: 3 clusters Score -1333775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1333786.500000 Penalty: 1926.393921
	Iteration 90Q: 3 clusters Score -1333786 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1333797.625000 Penalty: 1926.393921
	Iteration 91Q: 3 clusters Score -1333798 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1333816.875000 Penalty: 1926.393921
	Iteration 92Q: 3 clusters Score -1333817 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1333834.750000 Penalty: 1926.393921
	Iteration 93Q: 3 clusters Score -1333835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1333843.000000 Penalty: 1926.393921
	Iteration 94Q: 3 clusters Score -1333843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1333859.375000 Penalty: 1926.393921
	Iteration 95Q: 3 clusters Score -1333859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1333870.000000 Penalty: 1926.393921
	Iteration 96Q: 3 clusters Score -1333870 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1333879.625000 Penalty: 1926.393921
	Iteration 97Q: 3 clusters Score -1333880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1333885.125000 Penalty: 1926.393921
	Iteration 98Q: 3 clusters Score -1333885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1333895.625000 Penalty: 1926.393921
	Iteration 99Q: 3 clusters Score -1333896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1333908.500000 Penalty: 1926.393921
	Iteration 100F: 3 clusters Score -1333908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1333916.750000 Penalty: 1926.393921
	Iteration 101Q: 3 clusters Score -1333917 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1333936.250000 Penalty: 1926.393921
	Iteration 102Q: 3 clusters Score -1333936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1333945.125000 Penalty: 1926.393921
	Iteration 103Q: 3 clusters Score -1333945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1333958.500000 Penalty: 1926.393921
	Iteration 104Q: 3 clusters Score -1333958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1333967.250000 Penalty: 1926.393921
	Iteration 105Q: 3 clusters Score -1333967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1333984.375000 Penalty: 1926.393921
	Iteration 106Q: 3 clusters Score -1333984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1333992.750000 Penalty: 1926.393921
	Iteration 107Q: 3 clusters Score -1333993 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1334011.375000 Penalty: 1926.393921
	Iteration 108Q: 3 clusters Score -1334011 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1334037.875000 Penalty: 1926.393921
	Iteration 109Q: 3 clusters Score -1334038 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1334069.375000 Penalty: 1926.393921
	Iteration 110Q: 3 clusters Score -1334069 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1334100.375000 Penalty: 1926.393921
	Iteration 111Q: 3 clusters Score -1334100 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1334135.000000 Penalty: 1926.393921
	Iteration 112Q: 3 clusters Score -1334135 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1334172.125000 Penalty: 1926.393921
	Iteration 113Q: 3 clusters Score -1334172 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1334192.500000 Penalty: 1926.393921
	Iteration 114Q: 3 clusters Score -1334192 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1334223.750000 Penalty: 1926.393921
	Iteration 115Q: 3 clusters Score -1334224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1334266.875000 Penalty: 1926.393921
	Iteration 116Q: 3 clusters Score -1334267 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1334303.000000 Penalty: 1926.393921
	Iteration 117Q: 3 clusters Score -1334303 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1334337.375000 Penalty: 1926.393921
	Iteration 118Q: 3 clusters Score -1334337 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1334376.625000 Penalty: 1926.393921
	Iteration 119Q: 3 clusters Score -1334377 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1334419.125000 Penalty: 1926.393921
	Iteration 120F: 3 clusters Score -1334419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1334470.625000 Penalty: 1926.393921
	Iteration 121Q: 3 clusters Score -1334471 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1334518.375000 Penalty: 1926.393921
	Iteration 122Q: 3 clusters Score -1334518 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1334559.875000 Penalty: 1926.393921
	Iteration 123Q: 3 clusters Score -1334560 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1334605.875000 Penalty: 1926.393921
	Iteration 124Q: 3 clusters Score -1334606 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1334645.750000 Penalty: 1926.393921
	Iteration 125Q: 3 clusters Score -1334646 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1334681.000000 Penalty: 1926.393921
	Iteration 126Q: 3 clusters Score -1334681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1334717.500000 Penalty: 1926.393921
	Iteration 127Q: 3 clusters Score -1334718 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1334762.250000 Penalty: 1926.393921
	Iteration 128Q: 3 clusters Score -1334762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1334809.250000 Penalty: 1926.393921
	Iteration 129Q: 3 clusters Score -1334809 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1334845.750000 Penalty: 1926.393921
	Iteration 130Q: 3 clusters Score -1334846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1334872.250000 Penalty: 1926.393921
	Iteration 131Q: 3 clusters Score -1334872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1334889.375000 Penalty: 1926.393921
	Iteration 132Q: 3 clusters Score -1334889 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1334928.500000 Penalty: 1926.393921
	Iteration 133Q: 3 clusters Score -1334928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1334966.750000 Penalty: 1926.393921
	Iteration 134Q: 3 clusters Score -1334967 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1335002.125000 Penalty: 1926.393921
	Iteration 135Q: 3 clusters Score -1335002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1335033.875000 Penalty: 1926.393921
	Iteration 136Q: 3 clusters Score -1335034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1335063.250000 Penalty: 1926.393921
	Iteration 137Q: 3 clusters Score -1335063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1335087.625000 Penalty: 1926.393921
	Iteration 138Q: 3 clusters Score -1335088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1335120.500000 Penalty: 1926.393921
	Iteration 139Q: 3 clusters Score -1335120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1335142.375000 Penalty: 1926.393921
	Iteration 140F: 3 clusters Score -1335142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1335164.000000 Penalty: 1926.393921
	Iteration 141Q: 3 clusters Score -1335164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1335174.250000 Penalty: 1926.393921
	Iteration 142Q: 3 clusters Score -1335174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1335187.000000 Penalty: 1926.393921
	Iteration 143Q: 3 clusters Score -1335187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1335202.375000 Penalty: 1926.393921
	Iteration 144Q: 3 clusters Score -1335202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1335215.125000 Penalty: 1926.393921
	Iteration 145Q: 3 clusters Score -1335215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1335228.500000 Penalty: 1926.393921
	Iteration 146Q: 3 clusters Score -1335228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1335243.625000 Penalty: 1926.393921
	Iteration 147Q: 3 clusters Score -1335244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1335254.500000 Penalty: 1926.393921
	Iteration 148Q: 3 clusters Score -1335254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1335264.500000 Penalty: 1926.393921
	Iteration 149Q: 3 clusters Score -1335264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1335272.625000 Penalty: 1926.393921
	Iteration 150Q: 3 clusters Score -1335273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1335284.000000 Penalty: 1926.393921
	Iteration 151Q: 3 clusters Score -1335284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1335289.125000 Penalty: 1926.393921
	Iteration 152Q: 3 clusters Score -1335289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1335296.250000 Penalty: 1926.393921
	Iteration 153Q: 3 clusters Score -1335296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1335301.625000 Penalty: 1926.393921
	Iteration 154Q: 3 clusters Score -1335302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1335302.000000 Penalty: 1926.393921
	Iteration 155Q: 3 clusters Score -1335302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1335301.000000 Penalty: 1926.393921
	Iteration 156Q: 3 clusters Score -1335301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1335301.125000 Penalty: 1926.393921
	Iteration 157Q: 3 clusters Score -1335301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1335301.625000 Penalty: 1926.393921
	Iteration 158Q: 3 clusters Score -1335302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1335302.500000 Penalty: 1926.393921
	Iteration 159Q: 3 clusters Score -1335302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1335302.500000 Penalty: 1926.393921
	Iteration 160F: 3 clusters Score -1335302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Entering Unmasked Estep 
Score: -710745.875000 Penalty: 901.169983
	Iteration 0F: 2 clusters Score -710745.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -701731.500000 Penalty: 1802.339966
	Iteration 0F: 3 clusters Score -701731.5 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -705055.562500 Penalty: 1802.339966
	Iteration 1F: 3 clusters Score -705055.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -705252.000000 Penalty: 1802.339966
	Iteration 2Q: 3 clusters Score -705252 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -705450.062500 Penalty: 1802.339966
	Iteration 3Q: 3 clusters Score -705450.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -705695.187500 Penalty: 1802.339966
	Iteration 4Q: 3 clusters Score -705695.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -705998.250000 Penalty: 1802.339966
	Iteration 5Q: 3 clusters Score -705998.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -706407.125000 Penalty: 1802.339966
	Iteration 6Q: 3 clusters Score -706407.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -706926.812500 Penalty: 1802.339966
	Iteration 7F: 3 clusters Score -706926.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -707446.375000 Penalty: 1802.339966
	Iteration 8F: 3 clusters Score -707446.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -707903.625000 Penalty: 1802.339966
	Iteration 9Q: 3 clusters Score -707903.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -708324.562500 Penalty: 1802.339966
	Iteration 10Q: 3 clusters Score -708324.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -708676.437500 Penalty: 1802.339966
	Iteration 11Q: 3 clusters Score -708676.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -708906.812500 Penalty: 1802.339966
	Iteration 12Q: 3 clusters Score -708906.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -709102.937500 Penalty: 1802.339966
	Iteration 13Q: 3 clusters Score -709102.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -709275.562500 Penalty: 1802.339966
	Iteration 14Q: 3 clusters Score -709275.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -709400.937500 Penalty: 1802.339966
	Iteration 15Q: 3 clusters Score -709400.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -709507.062500 Penalty: 1802.339966
	Iteration 16Q: 3 clusters Score -709507.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -709602.125000 Penalty: 1802.339966
	Iteration 17Q: 3 clusters Score -709602.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -709686.250000 Penalty: 1802.339966
	Iteration 18Q: 3 clusters Score -709686.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -709741.500000 Penalty: 1802.339966
	Iteration 19Q: 3 clusters Score -709741.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -709782.687500 Penalty: 1802.339966
	Iteration 20F: 3 clusters Score -709782.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -709813.500000 Penalty: 1802.339966
	Iteration 21Q: 3 clusters Score -709813.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -709837.250000 Penalty: 1802.339966
	Iteration 22Q: 3 clusters Score -709837.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -709861.125000 Penalty: 1802.339966
	Iteration 23Q: 3 clusters Score -709861.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -709881.937500 Penalty: 1802.339966
	Iteration 24Q: 3 clusters Score -709881.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -709894.375000 Penalty: 1802.339966
	Iteration 25Q: 3 clusters Score -709894.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -709910.937500 Penalty: 1802.339966
	Iteration 26Q: 3 clusters Score -709910.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -709929.187500 Penalty: 1802.339966
	Iteration 27Q: 3 clusters Score -709929.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -709947.062500 Penalty: 1802.339966
	Iteration 28Q: 3 clusters Score -709947.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -709961.687500 Penalty: 1802.339966
	Iteration 29Q: 3 clusters Score -709961.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -709970.437500 Penalty: 1802.339966
	Iteration 30Q: 3 clusters Score -709970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -709975.812500 Penalty: 1802.339966
	Iteration 31Q: 3 clusters Score -709975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -709980.375000 Penalty: 1802.339966
	Iteration 32Q: 3 clusters Score -709980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -709987.437500 Penalty: 1802.339966
	Iteration 33Q: 3 clusters Score -709987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -709989.875000 Penalty: 1802.339966
	Iteration 34Q: 3 clusters Score -709989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -709992.562500 Penalty: 1802.339966
	Iteration 35Q: 3 clusters Score -709992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -709995.312500 Penalty: 1802.339966
	Iteration 36Q: 3 clusters Score -709995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -709999.750000 Penalty: 1802.339966
	Iteration 37Q: 3 clusters Score -709999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -710001.687500 Penalty: 1802.339966
	Iteration 38Q: 3 clusters Score -710001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -710004.250000 Penalty: 1802.339966
	Iteration 39Q: 3 clusters Score -710004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -710006.500000 Penalty: 1802.339966
	Iteration 40F: 3 clusters Score -710006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -710006.562500 Penalty: 1802.339966
	Iteration 41Q: 3 clusters Score -710006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -710007.187500 Penalty: 1802.339966
	Iteration 42Q: 3 clusters Score -710007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -710008.187500 Penalty: 1802.339966
	Iteration 43Q: 3 clusters Score -710008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -710008.750000 Penalty: 1802.339966
	Iteration 44Q: 3 clusters Score -710008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -710010.437500 Penalty: 1802.339966
	Iteration 45Q: 3 clusters Score -710010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -710010.687500 Penalty: 1802.339966
	Iteration 46Q: 3 clusters Score -710010.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -710010.937500 Penalty: 1802.339966
	Iteration 47Q: 3 clusters Score -710010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -710011.625000 Penalty: 1802.339966
	Iteration 48Q: 3 clusters Score -710011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -710011.625000 Penalty: 1802.339966
	Iteration 49F: 3 clusters Score -710011.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -196309.843750 Penalty: 772.941467
	Iteration 0F: 2 clusters Score -196309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -193705.406250 Penalty: 1545.882935
	Iteration 0F: 3 clusters Score -193705.4 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -194445.359375 Penalty: 1545.882935
	Iteration 1F: 3 clusters Score -194445.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -194550.687500 Penalty: 1545.882935
	Iteration 2F: 3 clusters Score -194550.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -194607.250000 Penalty: 1545.882935
	Iteration 3Q: 3 clusters Score -194607.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -194652.515625 Penalty: 1545.882935
	Iteration 4Q: 3 clusters Score -194652.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -194685.781250 Penalty: 1545.882935
	Iteration 5Q: 3 clusters Score -194685.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -194712.468750 Penalty: 1545.882935
	Iteration 6Q: 3 clusters Score -194712.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -194744.328125 Penalty: 1545.882935
	Iteration 7Q: 3 clusters Score -194744.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -194771.906250 Penalty: 1545.882935
	Iteration 8Q: 3 clusters Score -194771.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -194795.906250 Penalty: 1545.882935
	Iteration 9Q: 3 clusters Score -194795.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -194825.953125 Penalty: 1545.882935
	Iteration 10Q: 3 clusters Score -194826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -194848.921875 Penalty: 1545.882935
	Iteration 11Q: 3 clusters Score -194848.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -194864.359375 Penalty: 1545.882935
	Iteration 12Q: 3 clusters Score -194864.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -194872.593750 Penalty: 1545.882935
	Iteration 13Q: 3 clusters Score -194872.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -194880.484375 Penalty: 1545.882935
	Iteration 14Q: 3 clusters Score -194880.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -194893.265625 Penalty: 1545.882935
	Iteration 15Q: 3 clusters Score -194893.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -194904.171875 Penalty: 1545.882935
	Iteration 16Q: 3 clusters Score -194904.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -194921.031250 Penalty: 1545.882935
	Iteration 17Q: 3 clusters Score -194921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -194934.453125 Penalty: 1545.882935
	Iteration 18Q: 3 clusters Score -194934.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -194948.390625 Penalty: 1545.882935
	Iteration 19Q: 3 clusters Score -194948.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -194969.984375 Penalty: 1545.882935
	Iteration 20F: 3 clusters Score -194970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -194993.437500 Penalty: 1545.882935
	Iteration 21Q: 3 clusters Score -194993.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -195022.703125 Penalty: 1545.882935
	Iteration 22Q: 3 clusters Score -195022.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -195057.484375 Penalty: 1545.882935
	Iteration 23Q: 3 clusters Score -195057.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -195093.640625 Penalty: 1545.882935
	Iteration 24Q: 3 clusters Score -195093.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -195132.937500 Penalty: 1545.882935
	Iteration 25Q: 3 clusters Score -195132.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195179.218750 Penalty: 1545.882935
	Iteration 26Q: 3 clusters Score -195179.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -195223.437500 Penalty: 1545.882935
	Iteration 27Q: 3 clusters Score -195223.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -195273.765625 Penalty: 1545.882935
	Iteration 28Q: 3 clusters Score -195273.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -195332.781250 Penalty: 1545.882935
	Iteration 29Q: 3 clusters Score -195332.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -195397.140625 Penalty: 1545.882935
	Iteration 30Q: 3 clusters Score -195397.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -195450.265625 Penalty: 1545.882935
	Iteration 31Q: 3 clusters Score -195450.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -195486.765625 Penalty: 1545.882935
	Iteration 32Q: 3 clusters Score -195486.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -195509.921875 Penalty: 1545.882935
	Iteration 33Q: 3 clusters Score -195509.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -195523.843750 Penalty: 1545.882935
	Iteration 34Q: 3 clusters Score -195523.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -195535.203125 Penalty: 1545.882935
	Iteration 35Q: 3 clusters Score -195535.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -195550.921875 Penalty: 1545.882935
	Iteration 36Q: 3 clusters Score -195550.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -195562.093750 Penalty: 1545.882935
	Iteration 37Q: 3 clusters Score -195562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -195569.328125 Penalty: 1545.882935
	Iteration 38Q: 3 clusters Score -195569.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -195576.593750 Penalty: 1545.882935
	Iteration 39Q: 3 clusters Score -195576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -195581.609375 Penalty: 1545.882935
	Iteration 40F: 3 clusters Score -195581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -195582.906250 Penalty: 1545.882935
	Iteration 41Q: 3 clusters Score -195582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -195585.281250 Penalty: 1545.882935
	Iteration 42Q: 3 clusters Score -195585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -195588.093750 Penalty: 1545.882935
	Iteration 43Q: 3 clusters Score -195588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -195590.562500 Penalty: 1545.882935
	Iteration 44Q: 3 clusters Score -195590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -195595.656250 Penalty: 1545.882935
	Iteration 45Q: 3 clusters Score -195595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -195599.953125 Penalty: 1545.882935
	Iteration 46Q: 3 clusters Score -195600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -195601.546875 Penalty: 1545.882935
	Iteration 47Q: 3 clusters Score -195601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -195603.125000 Penalty: 1545.882935
	Iteration 48Q: 3 clusters Score -195603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -195606.203125 Penalty: 1545.882935
	Iteration 49Q: 3 clusters Score -195606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -195608.828125 Penalty: 1545.882935
	Iteration 50Q: 3 clusters Score -195608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -195610.546875 Penalty: 1545.882935
	Iteration 51Q: 3 clusters Score -195610.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -195614.031250 Penalty: 1545.882935
	Iteration 52Q: 3 clusters Score -195614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -195616.218750 Penalty: 1545.882935
	Iteration 53Q: 3 clusters Score -195616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -195616.218750 Penalty: 1545.882935
	Iteration 54F: 3 clusters Score -195616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -94316.929688 Penalty: 711.174988
	Iteration 0F: 2 clusters Score -94316.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -92751.773438 Penalty: 1422.349976
	Iteration 0F: 3 clusters Score -92751.77 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -93110.101562 Penalty: 1422.349976
	Iteration 1F: 3 clusters Score -93110.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93208.078125 Penalty: 1422.349976
	Iteration 2F: 3 clusters Score -93208.08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -93289.820312 Penalty: 1422.349976
	Iteration 3F: 3 clusters Score -93289.82 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -93344.164062 Penalty: 1422.349976
	Iteration 4Q: 3 clusters Score -93344.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93400.898438 Penalty: 1422.349976
	Iteration 5Q: 3 clusters Score -93400.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -93449.984375 Penalty: 1422.349976
	Iteration 6Q: 3 clusters Score -93449.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -93494.203125 Penalty: 1422.349976
	Iteration 7Q: 3 clusters Score -93494.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -93534.171875 Penalty: 1422.349976
	Iteration 8Q: 3 clusters Score -93534.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -93574.406250 Penalty: 1422.349976
	Iteration 9Q: 3 clusters Score -93574.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -93608.640625 Penalty: 1422.349976
	Iteration 10Q: 3 clusters Score -93608.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -93637.414062 Penalty: 1422.349976
	Iteration 11Q: 3 clusters Score -93637.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -93655.742188 Penalty: 1422.349976
	Iteration 12Q: 3 clusters Score -93655.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -93668.820312 Penalty: 1422.349976
	Iteration 13Q: 3 clusters Score -93668.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -93681.734375 Penalty: 1422.349976
	Iteration 14Q: 3 clusters Score -93681.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -93696.039062 Penalty: 1422.349976
	Iteration 15Q: 3 clusters Score -93696.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -93699.765625 Penalty: 1422.349976
	Iteration 16Q: 3 clusters Score -93699.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -93700.882812 Penalty: 1422.349976
	Iteration 17Q: 3 clusters Score -93700.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -93701.890625 Penalty: 1422.349976
	Iteration 18Q: 3 clusters Score -93701.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -93701.890625 Penalty: 1422.349976
	Iteration 19F: 3 clusters Score -93701.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -278177.406250 Penalty: 801.706482
	Iteration 0F: 2 clusters Score -278177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -274875.906250 Penalty: 1603.412964
	Iteration 0F: 3 clusters Score -274875.9 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -275906.218750 Penalty: 1603.412964
	Iteration 1F: 3 clusters Score -275906.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -276016.906250 Penalty: 1603.412964
	Iteration 2F: 3 clusters Score -276016.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -276098.625000 Penalty: 1603.412964
	Iteration 3Q: 3 clusters Score -276098.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -276172.812500 Penalty: 1603.412964
	Iteration 4Q: 3 clusters Score -276172.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -276246.218750 Penalty: 1603.412964
	Iteration 5Q: 3 clusters Score -276246.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -276315.000000 Penalty: 1603.412964
	Iteration 6Q: 3 clusters Score -276315 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -276392.968750 Penalty: 1603.412964
	Iteration 7Q: 3 clusters Score -276393 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -276475.656250 Penalty: 1603.412964
	Iteration 8Q: 3 clusters Score -276475.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -276586.937500 Penalty: 1603.412964
	Iteration 9Q: 3 clusters Score -276586.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -276732.250000 Penalty: 1603.412964
	Iteration 10Q: 3 clusters Score -276732.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -276890.156250 Penalty: 1603.412964
	Iteration 11Q: 3 clusters Score -276890.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -277033.875000 Penalty: 1603.412964
	Iteration 12Q: 3 clusters Score -277033.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -277170.000000 Penalty: 1603.412964
	Iteration 13Q: 3 clusters Score -277170 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -277273.656250 Penalty: 1603.412964
	Iteration 14Q: 3 clusters Score -277273.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -277343.312500 Penalty: 1603.412964
	Iteration 15Q: 3 clusters Score -277343.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -277394.718750 Penalty: 1603.412964
	Iteration 16Q: 3 clusters Score -277394.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -277444.500000 Penalty: 1603.412964
	Iteration 17Q: 3 clusters Score -277444.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -277462.968750 Penalty: 1603.412964
	Iteration 18Q: 3 clusters Score -277463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -277474.812500 Penalty: 1603.412964
	Iteration 19Q: 3 clusters Score -277474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -277484.781250 Penalty: 1603.412964
	Iteration 20F: 3 clusters Score -277484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -277488.093750 Penalty: 1603.412964
	Iteration 21Q: 3 clusters Score -277488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -277489.187500 Penalty: 1603.412964
	Iteration 22Q: 3 clusters Score -277489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -277489.531250 Penalty: 1603.412964
	Iteration 23Q: 3 clusters Score -277489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -277489.812500 Penalty: 1603.412964
	Iteration 24Q: 3 clusters Score -277489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -277489.812500 Penalty: 1603.412964
	Iteration 25F: 3 clusters Score -277489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (291973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291973 members 
Entering Unmasked Estep 
Score: -15992103.000000 Penalty: 1195.519531
	Iteration 0F: 2 clusters Score -1.59921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146187 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -15798976.000000 Penalty: 2391.039062
	Iteration 0F: 3 clusters Score -1.579898e+07 nChanged 143179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155080 members 
Mstep: Class 2 contains 136893 members 
Entering Unmasked Estep 
Score: -15888852.000000 Penalty: 2391.039062
	Iteration 1F: 3 clusters Score -1.588885e+07 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160526 members 
Mstep: Class 2 contains 131447 members 
Entering Unmasked Estep 
Score: -15894025.000000 Penalty: 2391.039062
	Iteration 2Q: 3 clusters Score -1.589402e+07 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168302 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -15901722.000000 Penalty: 2391.039062
	Iteration 3F: 3 clusters Score -1.590172e+07 nChanged 18279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 113748 members 
Entering Unmasked Estep 
Score: -15912000.000000 Penalty: 2391.039062
	Iteration 4F: 3 clusters Score -1.5912e+07 nChanged 18778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189029 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -15922679.000000 Penalty: 2391.039062
	Iteration 5F: 3 clusters Score -1.592268e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199354 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -15932717.000000 Penalty: 2391.039062
	Iteration 6F: 3 clusters Score -1.593272e+07 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208170 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -15941254.000000 Penalty: 2391.039062
	Iteration 7Q: 3 clusters Score -1.594125e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215269 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -15948440.000000 Penalty: 2391.039062
	Iteration 8Q: 3 clusters Score -1.594844e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221120 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -15954352.000000 Penalty: 2391.039062
	Iteration 9Q: 3 clusters Score -1.595435e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226298 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -15958027.000000 Penalty: 2391.039062
	Iteration 10Q: 3 clusters Score -1.595803e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231143 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -15960572.000000 Penalty: 2391.039062
	Iteration 11Q: 3 clusters Score -1.596057e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235889 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -15962592.000000 Penalty: 2391.039062
	Iteration 12Q: 3 clusters Score -1.596259e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240600 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -15964454.000000 Penalty: 2391.039062
	Iteration 13Q: 3 clusters Score -1.596445e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245195 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -15966375.000000 Penalty: 2391.039062
	Iteration 14Q: 3 clusters Score -1.596638e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249734 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -15968251.000000 Penalty: 2391.039062
	Iteration 15Q: 3 clusters Score -1.596825e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254103 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -15970091.000000 Penalty: 2391.039062
	Iteration 16Q: 3 clusters Score -1.597009e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258302 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -15971890.000000 Penalty: 2391.039062
	Iteration 17Q: 3 clusters Score -1.597189e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262332 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -15973580.000000 Penalty: 2391.039062
	Iteration 18Q: 3 clusters Score -1.597358e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266168 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -15975429.000000 Penalty: 2391.039062
	Iteration 19Q: 3 clusters Score -1.597543e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269805 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -15977333.000000 Penalty: 2391.039062
	Iteration 20F: 3 clusters Score -1.597733e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273094 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -15979043.000000 Penalty: 2391.039062
	Iteration 21Q: 3 clusters Score -1.597904e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276145 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -15980744.000000 Penalty: 2391.039062
	Iteration 22Q: 3 clusters Score -1.598074e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278927 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -15982378.000000 Penalty: 2391.039062
	Iteration 23Q: 3 clusters Score -1.598238e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281462 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -15983932.000000 Penalty: 2391.039062
	Iteration 24Q: 3 clusters Score -1.598393e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283662 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -15985354.000000 Penalty: 2391.039062
	Iteration 25Q: 3 clusters Score -1.598535e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285554 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -15986525.000000 Penalty: 2391.039062
	Iteration 26Q: 3 clusters Score -1.598652e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287091 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -15987641.000000 Penalty: 2391.039062
	Iteration 27Q: 3 clusters Score -1.598764e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288311 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -15988468.000000 Penalty: 2391.039062
	Iteration 28Q: 3 clusters Score -1.598847e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289282 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -15989140.000000 Penalty: 2391.039062
	Iteration 29Q: 3 clusters Score -1.598914e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290042 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -15989679.000000 Penalty: 2391.039062
	Iteration 30Q: 3 clusters Score -1.598968e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290674 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15990145.000000 Penalty: 2391.039062
	Iteration 31Q: 3 clusters Score -1.599014e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291056 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -15990446.000000 Penalty: 2391.039062
	Iteration 32Q: 3 clusters Score -1.599045e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291312 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15990625.000000 Penalty: 2391.039062
	Iteration 33Q: 3 clusters Score -1.599062e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291461 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15990741.000000 Penalty: 2391.039062
	Iteration 34Q: 3 clusters Score -1.599074e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291564 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -15990817.000000 Penalty: 2391.039062
	Iteration 35Q: 3 clusters Score -1.599082e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291620 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15990890.000000 Penalty: 2391.039062
	Iteration 36Q: 3 clusters Score -1.599089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291656 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -15990936.000000 Penalty: 2391.039062
	Iteration 37Q: 3 clusters Score -1.599094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291673 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15990948.000000 Penalty: 2391.039062
	Iteration 38Q: 3 clusters Score -1.599095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291685 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15990954.000000 Penalty: 2391.039062
	Iteration 39Q: 3 clusters Score -1.599095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291692 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15990968.000000 Penalty: 2391.039062
	Iteration 40F: 3 clusters Score -1.599097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291702 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15990979.000000 Penalty: 2391.039062
	Iteration 41Q: 3 clusters Score -1.599098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291705 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15990977.000000 Penalty: 2391.039062
	Iteration 42Q: 3 clusters Score -1.599098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291704 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15990983.000000 Penalty: 2391.039062
	Iteration 43Q: 3 clusters Score -1.599098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291706 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15990990.000000 Penalty: 2391.039062
	Iteration 44Q: 3 clusters Score -1.599099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291711 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15990996.000000 Penalty: 2391.039062
	Iteration 45Q: 3 clusters Score -1.5991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291713 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15991005.000000 Penalty: 2391.039062
	Iteration 46Q: 3 clusters Score -1.5991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291715 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15991005.000000 Penalty: 2391.039062
	Iteration 47Q: 3 clusters Score -1.5991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291718 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15991010.000000 Penalty: 2391.039062
	Iteration 48Q: 3 clusters Score -1.599101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291722 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15991015.000000 Penalty: 2391.039062
	Iteration 49Q: 3 clusters Score -1.599102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291722 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15991017.000000 Penalty: 2391.039062
	Iteration 50Q: 3 clusters Score -1.599102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291722 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15991017.000000 Penalty: 2391.039062
	Iteration 51F: 3 clusters Score -1.599102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -423728.500000 Penalty: 853.664856
	Iteration 0F: 2 clusters Score -423728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -418203.843750 Penalty: 1707.329712
	Iteration 0F: 3 clusters Score -418203.8 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -420179.968750 Penalty: 1707.329712
	Iteration 1F: 3 clusters Score -420180 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -420455.312500 Penalty: 1707.329712
	Iteration 2F: 3 clusters Score -420455.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -420712.250000 Penalty: 1707.329712
	Iteration 3F: 3 clusters Score -420712.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -420991.437500 Penalty: 1707.329712
	Iteration 4F: 3 clusters Score -420991.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -421306.687500 Penalty: 1707.329712
	Iteration 5F: 3 clusters Score -421306.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -421627.156250 Penalty: 1707.329712
	Iteration 6F: 3 clusters Score -421627.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -422005.843750 Penalty: 1707.329712
	Iteration 7F: 3 clusters Score -422005.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -422307.031250 Penalty: 1707.329712
	Iteration 8F: 3 clusters Score -422307 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -422500.718750 Penalty: 1707.329712
	Iteration 9Q: 3 clusters Score -422500.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -422617.656250 Penalty: 1707.329712
	Iteration 10Q: 3 clusters Score -422617.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -422675.531250 Penalty: 1707.329712
	Iteration 11Q: 3 clusters Score -422675.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -422709.906250 Penalty: 1707.329712
	Iteration 12Q: 3 clusters Score -422709.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -422735.562500 Penalty: 1707.329712
	Iteration 13Q: 3 clusters Score -422735.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -422750.937500 Penalty: 1707.329712
	Iteration 14Q: 3 clusters Score -422750.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -422760.875000 Penalty: 1707.329712
	Iteration 15Q: 3 clusters Score -422760.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -422770.875000 Penalty: 1707.329712
	Iteration 16Q: 3 clusters Score -422770.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -422780.343750 Penalty: 1707.329712
	Iteration 17Q: 3 clusters Score -422780.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -422785.937500 Penalty: 1707.329712
	Iteration 18Q: 3 clusters Score -422785.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -422792.937500 Penalty: 1707.329712
	Iteration 19Q: 3 clusters Score -422792.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -422799.687500 Penalty: 1707.329712
	Iteration 20F: 3 clusters Score -422799.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -422804.187500 Penalty: 1707.329712
	Iteration 21Q: 3 clusters Score -422804.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -422808.750000 Penalty: 1707.329712
	Iteration 22Q: 3 clusters Score -422808.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -422812.250000 Penalty: 1707.329712
	Iteration 23Q: 3 clusters Score -422812.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -422816.156250 Penalty: 1707.329712
	Iteration 24Q: 3 clusters Score -422816.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -422822.343750 Penalty: 1707.329712
	Iteration 25Q: 3 clusters Score -422822.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -422825.437500 Penalty: 1707.329712
	Iteration 26Q: 3 clusters Score -422825.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -422830.687500 Penalty: 1707.329712
	Iteration 27Q: 3 clusters Score -422830.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -422835.375000 Penalty: 1707.329712
	Iteration 28Q: 3 clusters Score -422835.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -422840.062500 Penalty: 1707.329712
	Iteration 29Q: 3 clusters Score -422840.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -422843.250000 Penalty: 1707.329712
	Iteration 30Q: 3 clusters Score -422843.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -422846.812500 Penalty: 1707.329712
	Iteration 31Q: 3 clusters Score -422846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -422847.656250 Penalty: 1707.329712
	Iteration 32Q: 3 clusters Score -422847.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -422848.125000 Penalty: 1707.329712
	Iteration 33Q: 3 clusters Score -422848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -422849.718750 Penalty: 1707.329712
	Iteration 34Q: 3 clusters Score -422849.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -422850.625000 Penalty: 1707.329712
	Iteration 35Q: 3 clusters Score -422850.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -422851.156250 Penalty: 1707.329712
	Iteration 36Q: 3 clusters Score -422851.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -422852.062500 Penalty: 1707.329712
	Iteration 37Q: 3 clusters Score -422852.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -422852.156250 Penalty: 1707.329712
	Iteration 38Q: 3 clusters Score -422852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -422852.531250 Penalty: 1707.329712
	Iteration 39Q: 3 clusters Score -422852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -422853.750000 Penalty: 1707.329712
	Iteration 40F: 3 clusters Score -422853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -422852.593750 Penalty: 1707.329712
	Iteration 41Q: 3 clusters Score -422852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -422852.937500 Penalty: 1707.329712
	Iteration 42Q: 3 clusters Score -422852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -422852.937500 Penalty: 1707.329712
	Iteration 43F: 3 clusters Score -422852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -913901.687500 Penalty: 923.427124
	Iteration 0F: 2 clusters Score -913901.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -902598.125000 Penalty: 1846.854248
	Iteration 0F: 3 clusters Score -902598.1 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -906947.250000 Penalty: 1846.854248
	Iteration 1F: 3 clusters Score -906947.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -907252.250000 Penalty: 1846.854248
	Iteration 2Q: 3 clusters Score -907252.2 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -907645.000000 Penalty: 1846.854248
	Iteration 3F: 3 clusters Score -907645 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -908147.937500 Penalty: 1846.854248
	Iteration 4F: 3 clusters Score -908147.9 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -908793.687500 Penalty: 1846.854248
	Iteration 5F: 3 clusters Score -908793.7 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -909550.250000 Penalty: 1846.854248
	Iteration 6F: 3 clusters Score -909550.2 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -910234.875000 Penalty: 1846.854248
	Iteration 7F: 3 clusters Score -910234.9 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -910876.125000 Penalty: 1846.854248
	Iteration 8F: 3 clusters Score -910876.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -911439.375000 Penalty: 1846.854248
	Iteration 9Q: 3 clusters Score -911439.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -911936.375000 Penalty: 1846.854248
	Iteration 10Q: 3 clusters Score -911936.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -912406.000000 Penalty: 1846.854248
	Iteration 11Q: 3 clusters Score -912406 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -912847.750000 Penalty: 1846.854248
	Iteration 12Q: 3 clusters Score -912847.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -913101.937500 Penalty: 1846.854248
	Iteration 13Q: 3 clusters Score -913101.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -913231.500000 Penalty: 1846.854248
	Iteration 14Q: 3 clusters Score -913231.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -913325.187500 Penalty: 1846.854248
	Iteration 15Q: 3 clusters Score -913325.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -913382.250000 Penalty: 1846.854248
	Iteration 16Q: 3 clusters Score -913382.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -913425.375000 Penalty: 1846.854248
	Iteration 17Q: 3 clusters Score -913425.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -913461.375000 Penalty: 1846.854248
	Iteration 18Q: 3 clusters Score -913461.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -913484.812500 Penalty: 1846.854248
	Iteration 19Q: 3 clusters Score -913484.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -913495.750000 Penalty: 1846.854248
	Iteration 20F: 3 clusters Score -913495.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -913507.062500 Penalty: 1846.854248
	Iteration 21Q: 3 clusters Score -913507.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -913516.250000 Penalty: 1846.854248
	Iteration 22Q: 3 clusters Score -913516.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -913523.062500 Penalty: 1846.854248
	Iteration 23Q: 3 clusters Score -913523.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -913527.625000 Penalty: 1846.854248
	Iteration 24Q: 3 clusters Score -913527.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -913533.687500 Penalty: 1846.854248
	Iteration 25Q: 3 clusters Score -913533.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -913535.375000 Penalty: 1846.854248
	Iteration 26Q: 3 clusters Score -913535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -913535.562500 Penalty: 1846.854248
	Iteration 27Q: 3 clusters Score -913535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -913536.625000 Penalty: 1846.854248
	Iteration 28Q: 3 clusters Score -913536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -913538.125000 Penalty: 1846.854248
	Iteration 29Q: 3 clusters Score -913538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -913538.187500 Penalty: 1846.854248
	Iteration 30Q: 3 clusters Score -913538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -913538.250000 Penalty: 1846.854248
	Iteration 31Q: 3 clusters Score -913538.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -913538.375000 Penalty: 1846.854248
	Iteration 32Q: 3 clusters Score -913538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -913539.812500 Penalty: 1846.854248
	Iteration 33Q: 3 clusters Score -913539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -913542.437500 Penalty: 1846.854248
	Iteration 34Q: 3 clusters Score -913542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -913542.250000 Penalty: 1846.854248
	Iteration 35Q: 3 clusters Score -913542.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -913543.625000 Penalty: 1846.854248
	Iteration 36Q: 3 clusters Score -913543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -913543.937500 Penalty: 1846.854248
	Iteration 37Q: 3 clusters Score -913543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -913544.562500 Penalty: 1846.854248
	Iteration 38Q: 3 clusters Score -913544.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -913544.562500 Penalty: 1846.854248
	Iteration 39F: 3 clusters Score -913544.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 7431 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 78088 members 
Mstep: Class 9 contains 3985 members 
Mstep: Class 10 contains 26401 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 12184 members 
Mstep: Class 15 contains 136069 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 29194 members 
Mstep: Class 18 contains 25309 members 
Mstep: Class 19 contains 13174 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 1783 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 291973 members 
Mstep: Class 24 contains 7990 members 
Mstep: Class 25 contains 16652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38630984.000000 Penalty: 34655.218750
Iteration 119Q: 28 clusters Score -3.863098e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1680 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 10074 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 77983 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 26714 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 136419 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 29197 members 
Mstep: Class 18 contains 25002 members 
Mstep: Class 19 contains 13173 members 
Mstep: Class 20 contains 3409 members 
Mstep: Class 21 contains 1785 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 292022 members 
Mstep: Class 24 contains 7978 members 
Mstep: Class 25 contains 16653 members 
Mstep: Class 26 contains 28216 members 
Mstep: Class 27 contains 2784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38631772.000000 Penalty: 34655.218750
Iteration 120F: 28 clusters Score -3.863177e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1878 members 
Mstep: Class 3 contains 4195 members 
Mstep: Class 4 contains 7406 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 77894 members 
Mstep: Class 9 contains 4694 members 
Mstep: Class 10 contains 26764 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 11746 members 
Mstep: Class 15 contains 136578 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 29196 members 
Mstep: Class 18 contains 24779 members 
Mstep: Class 19 contains 13164 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 1774 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 292032 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 16628 members 
Mstep: Class 26 contains 28295 members 
Mstep: Class 27 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38632424.000000 Penalty: 34655.218750
Iteration 121Q: 28 clusters Score -3.863242e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 7398 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 77839 members 
Mstep: Class 9 contains 4958 members 
Mstep: Class 10 contains 26783 members 
Mstep: Class 11 contains 15073 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 2840 members 
Mstep: Class 14 contains 11415 members 
Mstep: Class 15 contains 136662 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 29201 members 
Mstep: Class 18 contains 24595 members 
Mstep: Class 19 contains 13145 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 1773 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 292041 members 
Mstep: Class 24 contains 7937 members 
Mstep: Class 25 contains 16615 members 
Mstep: Class 26 contains 28417 members 
Mstep: Class 27 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38632852.000000 Penalty: 34655.218750
Iteration 122Q: 28 clusters Score -3.863285e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 4189 members 
Mstep: Class 4 contains 7383 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 1148 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 77804 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 26771 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 11130 members 
Mstep: Class 15 contains 136720 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 29206 members 
Mstep: Class 18 contains 24414 members 
Mstep: Class 19 contains 13131 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 1773 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 292058 members 
Mstep: Class 24 contains 7932 members 
Mstep: Class 25 contains 16616 members 
Mstep: Class 26 contains 28551 members 
Mstep: Class 27 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633028.000000 Penalty: 34655.218750
Iteration 123Q: 28 clusters Score -3.863303e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 7373 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 77777 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 26746 members 
Mstep: Class 11 contains 15068 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 10899 members 
Mstep: Class 15 contains 136771 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 29219 members 
Mstep: Class 18 contains 24283 members 
Mstep: Class 19 contains 13120 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 4628 members 
Mstep: Class 23 contains 292070 members 
Mstep: Class 24 contains 7932 members 
Mstep: Class 25 contains 16603 members 
Mstep: Class 26 contains 28674 members 
Mstep: Class 27 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633152.000000 Penalty: 34655.218750
Iteration 124Q: 28 clusters Score -3.863315e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 4152 members 
Mstep: Class 4 contains 7373 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 77740 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 26721 members 
Mstep: Class 11 contains 15067 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 136817 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 29235 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 292065 members 
Mstep: Class 24 contains 7939 members 
Mstep: Class 25 contains 16592 members 
Mstep: Class 26 contains 28767 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633192.000000 Penalty: 34655.218750
Iteration 125Q: 28 clusters Score -3.863319e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 4132 members 
Mstep: Class 4 contains 7362 members 
Mstep: Class 5 contains 10092 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 77723 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 26696 members 
Mstep: Class 11 contains 15066 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 10488 members 
Mstep: Class 15 contains 136856 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 29252 members 
Mstep: Class 18 contains 24096 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 292050 members 
Mstep: Class 24 contains 7942 members 
Mstep: Class 25 contains 16584 members 
Mstep: Class 26 contains 28895 members 
Mstep: Class 27 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633284.000000 Penalty: 34655.218750
Iteration 126Q: 28 clusters Score -3.863328e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 7356 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 77717 members 
Mstep: Class 9 contains 5840 members 
Mstep: Class 10 contains 26685 members 
Mstep: Class 11 contains 15069 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 2862 members 
Mstep: Class 14 contains 10294 members 
Mstep: Class 15 contains 136892 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 29266 members 
Mstep: Class 18 contains 24020 members 
Mstep: Class 19 contains 13107 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 292032 members 
Mstep: Class 24 contains 7936 members 
Mstep: Class 25 contains 16579 members 
Mstep: Class 26 contains 29041 members 
Mstep: Class 27 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633268.000000 Penalty: 34655.218750
Iteration 127Q: 28 clusters Score -3.863327e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 4107 members 
Mstep: Class 4 contains 7344 members 
Mstep: Class 5 contains 10088 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 77703 members 
Mstep: Class 9 contains 5963 members 
Mstep: Class 10 contains 26671 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 136945 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 29278 members 
Mstep: Class 18 contains 23951 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 4618 members 
Mstep: Class 23 contains 292027 members 
Mstep: Class 24 contains 7926 members 
Mstep: Class 25 contains 16575 members 
Mstep: Class 26 contains 29202 members 
Mstep: Class 27 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633316.000000 Penalty: 34655.218750
Iteration 128Q: 28 clusters Score -3.863332e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 7344 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 77686 members 
Mstep: Class 9 contains 6063 members 
Mstep: Class 10 contains 26665 members 
Mstep: Class 11 contains 15077 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 2878 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 136989 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 29297 members 
Mstep: Class 18 contains 23893 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 3258 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 292016 members 
Mstep: Class 24 contains 7920 members 
Mstep: Class 25 contains 16573 members 
Mstep: Class 26 contains 29336 members 
Mstep: Class 27 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633420.000000 Penalty: 34655.218750
Iteration 129Q: 28 clusters Score -3.863342e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 7347 members 
Mstep: Class 5 contains 10069 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 77670 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 26670 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 14 contains 9694 members 
Mstep: Class 15 contains 137028 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 29318 members 
Mstep: Class 18 contains 23859 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 3247 members 
Mstep: Class 21 contains 1773 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 291977 members 
Mstep: Class 24 contains 7919 members 
Mstep: Class 25 contains 16574 members 
Mstep: Class 26 contains 29491 members 
Mstep: Class 27 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633496.000000 Penalty: 34655.218750
Iteration 130Q: 28 clusters Score -3.86335e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 7340 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 77654 members 
Mstep: Class 9 contains 6180 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 9491 members 
Mstep: Class 15 contains 137078 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 29337 members 
Mstep: Class 18 contains 23844 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 1775 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 291949 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 16572 members 
Mstep: Class 26 contains 29649 members 
Mstep: Class 27 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633588.000000 Penalty: 34655.218750
Iteration 131Q: 28 clusters Score -3.863359e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 4083 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 1002 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 77639 members 
Mstep: Class 9 contains 6222 members 
Mstep: Class 10 contains 26673 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 9303 members 
Mstep: Class 15 contains 137099 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 29354 members 
Mstep: Class 18 contains 23832 members 
Mstep: Class 19 contains 13098 members 
Mstep: Class 20 contains 3214 members 
Mstep: Class 21 contains 1775 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 291929 members 
Mstep: Class 24 contains 7915 members 
Mstep: Class 25 contains 16573 members 
Mstep: Class 26 contains 29791 members 
Mstep: Class 27 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633676.000000 Penalty: 34655.218750
Iteration 132Q: 28 clusters Score -3.863368e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 989 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 77628 members 
Mstep: Class 9 contains 6270 members 
Mstep: Class 10 contains 26676 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 14 contains 9117 members 
Mstep: Class 15 contains 137119 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 29364 members 
Mstep: Class 18 contains 23813 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 1776 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 291918 members 
Mstep: Class 24 contains 7914 members 
Mstep: Class 25 contains 16574 members 
Mstep: Class 26 contains 29935 members 
Mstep: Class 27 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633704.000000 Penalty: 34655.218750
Iteration 133Q: 28 clusters Score -3.86337e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2783 members 
Mstep: Class 3 contains 4057 members 
Mstep: Class 4 contains 7334 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 982 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 77624 members 
Mstep: Class 9 contains 6314 members 
Mstep: Class 10 contains 26675 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 14 contains 8959 members 
Mstep: Class 15 contains 137137 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 29371 members 
Mstep: Class 18 contains 23783 members 
Mstep: Class 19 contains 13088 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 1776 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 291905 members 
Mstep: Class 24 contains 7915 members 
Mstep: Class 25 contains 16573 members 
Mstep: Class 26 contains 30066 members 
Mstep: Class 27 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633820.000000 Penalty: 34655.218750
Iteration 134Q: 28 clusters Score -3.863382e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2798 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 974 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 77621 members 
Mstep: Class 9 contains 6349 members 
Mstep: Class 10 contains 26669 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 2936 members 
Mstep: Class 14 contains 8802 members 
Mstep: Class 15 contains 137136 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 29376 members 
Mstep: Class 18 contains 23765 members 
Mstep: Class 19 contains 13085 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 1776 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 291904 members 
Mstep: Class 24 contains 7914 members 
Mstep: Class 25 contains 16573 members 
Mstep: Class 26 contains 30209 members 
Mstep: Class 27 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633816.000000 Penalty: 34655.218750
Iteration 135Q: 28 clusters Score -3.863382e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 7333 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 77615 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 26674 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 2945 members 
Mstep: Class 14 contains 8652 members 
Mstep: Class 15 contains 137146 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 29388 members 
Mstep: Class 18 contains 23751 members 
Mstep: Class 19 contains 13086 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 1776 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 291880 members 
Mstep: Class 24 contains 7908 members 
Mstep: Class 25 contains 16574 members 
Mstep: Class 26 contains 30354 members 
Mstep: Class 27 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633776.000000 Penalty: 34655.218750
Iteration 136Q: 28 clusters Score -3.863378e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 7336 members 
Mstep: Class 5 contains 10066 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 77612 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 26690 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 8493 members 
Mstep: Class 15 contains 137158 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 29395 members 
Mstep: Class 18 contains 23745 members 
Mstep: Class 19 contains 13084 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1776 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 291871 members 
Mstep: Class 24 contains 7906 members 
Mstep: Class 25 contains 16573 members 
Mstep: Class 26 contains 30492 members 
Mstep: Class 27 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633796.000000 Penalty: 34655.218750
Iteration 137Q: 28 clusters Score -3.86338e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 10058 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 77607 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 26705 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 14 contains 8339 members 
Mstep: Class 15 contains 137181 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 29404 members 
Mstep: Class 18 contains 23738 members 
Mstep: Class 19 contains 13085 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 1776 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 291860 members 
Mstep: Class 24 contains 7903 members 
Mstep: Class 25 contains 16575 members 
Mstep: Class 26 contains 30613 members 
Mstep: Class 27 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633856.000000 Penalty: 34655.218750
Iteration 138Q: 28 clusters Score -3.863386e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 77604 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 10 contains 26723 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 14 contains 8184 members 
Mstep: Class 15 contains 137204 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 29411 members 
Mstep: Class 18 contains 23733 members 
Mstep: Class 19 contains 13088 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 291863 members 
Mstep: Class 24 contains 7901 members 
Mstep: Class 25 contains 16573 members 
Mstep: Class 26 contains 30725 members 
Mstep: Class 27 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633820.000000 Penalty: 34655.218750
Iteration 139Q: 28 clusters Score -3.863382e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 10048 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 77594 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 26731 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 137231 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 29415 members 
Mstep: Class 18 contains 23734 members 
Mstep: Class 19 contains 13087 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 291858 members 
Mstep: Class 24 contains 7899 members 
Mstep: Class 25 contains 16577 members 
Mstep: Class 26 contains 30817 members 
Mstep: Class 27 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633840.000000 Penalty: 34655.218750
Iteration 140F: 28 clusters Score -3.863384e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2893 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 7321 members 
Mstep: Class 5 contains 10039 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 77590 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 26737 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 7937 members 
Mstep: Class 15 contains 137250 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 29415 members 
Mstep: Class 18 contains 23733 members 
Mstep: Class 19 contains 13086 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 291838 members 
Mstep: Class 24 contains 7898 members 
Mstep: Class 25 contains 16583 members 
Mstep: Class 26 contains 30912 members 
Mstep: Class 27 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633884.000000 Penalty: 34655.218750
Iteration 141Q: 28 clusters Score -3.863388e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 77585 members 
Mstep: Class 9 contains 6479 members 
Mstep: Class 10 contains 26740 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 2988 members 
Mstep: Class 14 contains 7834 members 
Mstep: Class 15 contains 137261 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29420 members 
Mstep: Class 18 contains 23724 members 
Mstep: Class 19 contains 13084 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 1779 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 291835 members 
Mstep: Class 24 contains 7897 members 
Mstep: Class 25 contains 16589 members 
Mstep: Class 26 contains 30990 members 
Mstep: Class 27 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633744.000000 Penalty: 34655.218750
Iteration 142Q: 28 clusters Score -3.863374e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 7312 members 
Mstep: Class 5 contains 10023 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 77592 members 
Mstep: Class 9 contains 6495 members 
Mstep: Class 10 contains 26741 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 7747 members 
Mstep: Class 15 contains 137264 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29424 members 
Mstep: Class 18 contains 23721 members 
Mstep: Class 19 contains 13079 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 291844 members 
Mstep: Class 24 contains 7896 members 
Mstep: Class 25 contains 16590 members 
Mstep: Class 26 contains 31066 members 
Mstep: Class 27 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633804.000000 Penalty: 34655.218750
Iteration 143Q: 28 clusters Score -3.86338e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 7309 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 77593 members 
Mstep: Class 9 contains 6513 members 
Mstep: Class 10 contains 26747 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 2999 members 
Mstep: Class 14 contains 7672 members 
Mstep: Class 15 contains 137263 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 29429 members 
Mstep: Class 18 contains 23711 members 
Mstep: Class 19 contains 13075 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 291841 members 
Mstep: Class 24 contains 7898 members 
Mstep: Class 25 contains 16591 members 
Mstep: Class 26 contains 31134 members 
Mstep: Class 27 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633824.000000 Penalty: 34655.218750
Iteration 144Q: 28 clusters Score -3.863382e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2919 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 7310 members 
Mstep: Class 5 contains 10013 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 77594 members 
Mstep: Class 9 contains 6534 members 
Mstep: Class 10 contains 26747 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 7582 members 
Mstep: Class 15 contains 137261 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29428 members 
Mstep: Class 18 contains 23706 members 
Mstep: Class 19 contains 13075 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 291842 members 
Mstep: Class 24 contains 7898 members 
Mstep: Class 25 contains 16590 members 
Mstep: Class 26 contains 31215 members 
Mstep: Class 27 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633740.000000 Penalty: 34655.218750
Iteration 145Q: 28 clusters Score -3.863374e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 7313 members 
Mstep: Class 5 contains 10010 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 77587 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 26744 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 137254 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29435 members 
Mstep: Class 18 contains 23700 members 
Mstep: Class 19 contains 13075 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 291833 members 
Mstep: Class 24 contains 7899 members 
Mstep: Class 25 contains 16588 members 
Mstep: Class 26 contains 31266 members 
Mstep: Class 27 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633820.000000 Penalty: 34655.218750
Iteration 146Q: 28 clusters Score -3.863382e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 7313 members 
Mstep: Class 5 contains 10008 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 77581 members 
Mstep: Class 9 contains 6576 members 
Mstep: Class 10 contains 26748 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 7472 members 
Mstep: Class 15 contains 137252 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29441 members 
Mstep: Class 18 contains 23692 members 
Mstep: Class 19 contains 13072 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 291838 members 
Mstep: Class 24 contains 7900 members 
Mstep: Class 25 contains 16586 members 
Mstep: Class 26 contains 31317 members 
Mstep: Class 27 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633864.000000 Penalty: 34655.218750
Iteration 147Q: 28 clusters Score -3.863386e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 7314 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 854 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 77580 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 26759 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3028 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 137255 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 23685 members 
Mstep: Class 19 contains 13069 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 291836 members 
Mstep: Class 24 contains 7900 members 
Mstep: Class 25 contains 16586 members 
Mstep: Class 26 contains 31350 members 
Mstep: Class 27 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633828.000000 Penalty: 34655.218750
Iteration 148Q: 28 clusters Score -3.863383e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 7319 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 842 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 77570 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 26763 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 7385 members 
Mstep: Class 15 contains 137247 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 23688 members 
Mstep: Class 19 contains 13070 members 
Mstep: Class 20 contains 3151 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 291843 members 
Mstep: Class 24 contains 7899 members 
Mstep: Class 25 contains 16583 members 
Mstep: Class 26 contains 31385 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633884.000000 Penalty: 34655.218750
Iteration 149Q: 28 clusters Score -3.863388e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 77561 members 
Mstep: Class 9 contains 6626 members 
Mstep: Class 10 contains 26766 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3037 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 137244 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29450 members 
Mstep: Class 18 contains 23683 members 
Mstep: Class 19 contains 13072 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 291841 members 
Mstep: Class 24 contains 7898 members 
Mstep: Class 25 contains 16580 members 
Mstep: Class 26 contains 31414 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633928.000000 Penalty: 34655.218750
Iteration 150Q: 28 clusters Score -3.863393e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 9993 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 77562 members 
Mstep: Class 9 contains 6645 members 
Mstep: Class 10 contains 26763 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 7340 members 
Mstep: Class 15 contains 137246 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 29450 members 
Mstep: Class 18 contains 23667 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 3150 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4612 members 
Mstep: Class 23 contains 291837 members 
Mstep: Class 24 contains 7897 members 
Mstep: Class 25 contains 16579 members 
Mstep: Class 26 contains 31443 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633916.000000 Penalty: 34655.218750
Iteration 151Q: 28 clusters Score -3.863392e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 7315 members 
Mstep: Class 5 contains 9992 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 77562 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 26761 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 7315 members 
Mstep: Class 15 contains 137250 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 29450 members 
Mstep: Class 18 contains 23660 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 3147 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 291832 members 
Mstep: Class 24 contains 7897 members 
Mstep: Class 25 contains 16580 members 
Mstep: Class 26 contains 31471 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633904.000000 Penalty: 34655.218750
Iteration 152Q: 28 clusters Score -3.86339e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 9993 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 77565 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 26764 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 137249 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 23653 members 
Mstep: Class 19 contains 13074 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 291830 members 
Mstep: Class 24 contains 7896 members 
Mstep: Class 25 contains 16579 members 
Mstep: Class 26 contains 31496 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633904.000000 Penalty: 34655.218750
Iteration 153Q: 28 clusters Score -3.86339e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 77561 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 26765 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 137251 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 23651 members 
Mstep: Class 19 contains 13074 members 
Mstep: Class 20 contains 3146 members 
Mstep: Class 21 contains 1779 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 291830 members 
Mstep: Class 24 contains 7896 members 
Mstep: Class 25 contains 16578 members 
Mstep: Class 26 contains 31510 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633940.000000 Penalty: 34655.218750
Iteration 154Q: 28 clusters Score -3.863394e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 7312 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 77556 members 
Mstep: Class 9 contains 6665 members 
Mstep: Class 10 contains 26767 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 7251 members 
Mstep: Class 15 contains 137255 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 23654 members 
Mstep: Class 19 contains 13074 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 291832 members 
Mstep: Class 24 contains 7895 members 
Mstep: Class 25 contains 16579 members 
Mstep: Class 26 contains 31528 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633924.000000 Penalty: 34655.218750
Iteration 155Q: 28 clusters Score -3.863392e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7310 members 
Mstep: Class 5 contains 9996 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 77555 members 
Mstep: Class 9 contains 6668 members 
Mstep: Class 10 contains 26769 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 7226 members 
Mstep: Class 15 contains 137262 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29450 members 
Mstep: Class 18 contains 23653 members 
Mstep: Class 19 contains 13073 members 
Mstep: Class 20 contains 3148 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 291831 members 
Mstep: Class 24 contains 7895 members 
Mstep: Class 25 contains 16578 members 
Mstep: Class 26 contains 31546 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633944.000000 Penalty: 34655.218750
Iteration 156Q: 28 clusters Score -3.863394e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7308 members 
Mstep: Class 5 contains 9997 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 77554 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 26770 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 7205 members 
Mstep: Class 15 contains 137267 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29451 members 
Mstep: Class 18 contains 23653 members 
Mstep: Class 19 contains 13073 members 
Mstep: Class 20 contains 3146 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 291829 members 
Mstep: Class 24 contains 7894 members 
Mstep: Class 25 contains 16577 members 
Mstep: Class 26 contains 31562 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633956.000000 Penalty: 34655.218750
Iteration 157Q: 28 clusters Score -3.863396e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 7308 members 
Mstep: Class 5 contains 9997 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 77553 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 10 contains 26772 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 7185 members 
Mstep: Class 15 contains 137277 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 29452 members 
Mstep: Class 18 contains 23654 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 3146 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 291825 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 16576 members 
Mstep: Class 26 contains 31577 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38633880.000000 Penalty: 34655.218750
Iteration 158Q: 28 clusters Score -3.863388e+07 nChanged 57
Entering ConstructFrom: 
Score: -38633880.000000 Penalty: 34655.218750
Entering ConstructFrom: 
Trying to split cluster 1 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -229387.718750 Penalty: 792.908447
	Iteration 0F: 2 clusters Score -229387.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -226346.406250 Penalty: 1585.816895
	Iteration 0F: 3 clusters Score -226346.4 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -227263.671875 Penalty: 1585.816895
	Iteration 1F: 3 clusters Score -227263.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -227405.578125 Penalty: 1585.816895
	Iteration 2F: 3 clusters Score -227405.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -227542.937500 Penalty: 1585.816895
	Iteration 3F: 3 clusters Score -227542.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -227672.343750 Penalty: 1585.816895
	Iteration 4F: 3 clusters Score -227672.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -227796.671875 Penalty: 1585.816895
	Iteration 5F: 3 clusters Score -227796.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -227932.218750 Penalty: 1585.816895
	Iteration 6F: 3 clusters Score -227932.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -228054.828125 Penalty: 1585.816895
	Iteration 7F: 3 clusters Score -228054.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -228149.046875 Penalty: 1585.816895
	Iteration 8Q: 3 clusters Score -228149 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -228237.046875 Penalty: 1585.816895
	Iteration 9Q: 3 clusters Score -228237 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -228332.078125 Penalty: 1585.816895
	Iteration 10Q: 3 clusters Score -228332.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -228396.906250 Penalty: 1585.816895
	Iteration 11Q: 3 clusters Score -228396.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -228456.390625 Penalty: 1585.816895
	Iteration 12Q: 3 clusters Score -228456.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -228513.093750 Penalty: 1585.816895
	Iteration 13Q: 3 clusters Score -228513.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -228565.484375 Penalty: 1585.816895
	Iteration 14Q: 3 clusters Score -228565.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -228608.437500 Penalty: 1585.816895
	Iteration 15Q: 3 clusters Score -228608.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -228637.281250 Penalty: 1585.816895
	Iteration 16Q: 3 clusters Score -228637.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -228665.000000 Penalty: 1585.816895
	Iteration 17Q: 3 clusters Score -228665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -228680.875000 Penalty: 1585.816895
	Iteration 18Q: 3 clusters Score -228680.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -228688.859375 Penalty: 1585.816895
	Iteration 19Q: 3 clusters Score -228688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -228692.484375 Penalty: 1585.816895
	Iteration 20F: 3 clusters Score -228692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -228694.421875 Penalty: 1585.816895
	Iteration 21Q: 3 clusters Score -228694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -228697.296875 Penalty: 1585.816895
	Iteration 22Q: 3 clusters Score -228697.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -228701.281250 Penalty: 1585.816895
	Iteration 23Q: 3 clusters Score -228701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -228706.765625 Penalty: 1585.816895
	Iteration 24Q: 3 clusters Score -228706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -228709.812500 Penalty: 1585.816895
	Iteration 25Q: 3 clusters Score -228709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -228711.843750 Penalty: 1585.816895
	Iteration 26Q: 3 clusters Score -228711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -228713.734375 Penalty: 1585.816895
	Iteration 27Q: 3 clusters Score -228713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -228715.796875 Penalty: 1585.816895
	Iteration 28Q: 3 clusters Score -228715.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -228722.109375 Penalty: 1585.816895
	Iteration 29Q: 3 clusters Score -228722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -228722.781250 Penalty: 1585.816895
	Iteration 30Q: 3 clusters Score -228722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -228723.343750 Penalty: 1585.816895
	Iteration 31Q: 3 clusters Score -228723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -228723.250000 Penalty: 1585.816895
	Iteration 32Q: 3 clusters Score -228723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -228723.140625 Penalty: 1585.816895
	Iteration 33Q: 3 clusters Score -228723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -228723.390625 Penalty: 1585.816895
	Iteration 34Q: 3 clusters Score -228723.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -228723.390625 Penalty: 1585.816895
	Iteration 35F: 3 clusters Score -228723.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -166865.125000 Penalty: 758.394409
	Iteration 0F: 2 clusters Score -166865.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -164596.531250 Penalty: 1516.788818
	Iteration 0F: 3 clusters Score -164596.5 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -165318.812500 Penalty: 1516.788818
	Iteration 1F: 3 clusters Score -165318.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -165472.375000 Penalty: 1516.788818
	Iteration 2F: 3 clusters Score -165472.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -165581.359375 Penalty: 1516.788818
	Iteration 3F: 3 clusters Score -165581.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -165685.578125 Penalty: 1516.788818
	Iteration 4Q: 3 clusters Score -165685.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -165785.328125 Penalty: 1516.788818
	Iteration 5Q: 3 clusters Score -165785.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -165901.062500 Penalty: 1516.788818
	Iteration 6Q: 3 clusters Score -165901.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -166007.000000 Penalty: 1516.788818
	Iteration 7Q: 3 clusters Score -166007 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -166069.406250 Penalty: 1516.788818
	Iteration 8Q: 3 clusters Score -166069.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -166109.578125 Penalty: 1516.788818
	Iteration 9Q: 3 clusters Score -166109.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -166140.890625 Penalty: 1516.788818
	Iteration 10Q: 3 clusters Score -166140.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -166165.171875 Penalty: 1516.788818
	Iteration 11Q: 3 clusters Score -166165.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -166183.765625 Penalty: 1516.788818
	Iteration 12Q: 3 clusters Score -166183.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -166199.015625 Penalty: 1516.788818
	Iteration 13Q: 3 clusters Score -166199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -166215.453125 Penalty: 1516.788818
	Iteration 14Q: 3 clusters Score -166215.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -166237.296875 Penalty: 1516.788818
	Iteration 15Q: 3 clusters Score -166237.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -166256.203125 Penalty: 1516.788818
	Iteration 16Q: 3 clusters Score -166256.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -166268.984375 Penalty: 1516.788818
	Iteration 17Q: 3 clusters Score -166269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -166285.078125 Penalty: 1516.788818
	Iteration 18Q: 3 clusters Score -166285.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -166298.265625 Penalty: 1516.788818
	Iteration 19Q: 3 clusters Score -166298.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -166304.921875 Penalty: 1516.788818
	Iteration 20F: 3 clusters Score -166304.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -166308.625000 Penalty: 1516.788818
	Iteration 21Q: 3 clusters Score -166308.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -166310.640625 Penalty: 1516.788818
	Iteration 22Q: 3 clusters Score -166310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -166312.093750 Penalty: 1516.788818
	Iteration 23Q: 3 clusters Score -166312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -166312.984375 Penalty: 1516.788818
	Iteration 24Q: 3 clusters Score -166313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -166314.156250 Penalty: 1516.788818
	Iteration 25Q: 3 clusters Score -166314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -166314.671875 Penalty: 1516.788818
	Iteration 26Q: 3 clusters Score -166314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -166315.218750 Penalty: 1516.788818
	Iteration 27Q: 3 clusters Score -166315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -166315.500000 Penalty: 1516.788818
	Iteration 28Q: 3 clusters Score -166315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -166316.031250 Penalty: 1516.788818
	Iteration 29Q: 3 clusters Score -166316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -166316.468750 Penalty: 1516.788818
	Iteration 30Q: 3 clusters Score -166316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -166316.875000 Penalty: 1516.788818
	Iteration 31Q: 3 clusters Score -166316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -166317.859375 Penalty: 1516.788818
	Iteration 32Q: 3 clusters Score -166317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -166318.578125 Penalty: 1516.788818
	Iteration 33Q: 3 clusters Score -166318.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -166319.500000 Penalty: 1516.788818
	Iteration 34Q: 3 clusters Score -166319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -166320.625000 Penalty: 1516.788818
	Iteration 35Q: 3 clusters Score -166320.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -166321.203125 Penalty: 1516.788818
	Iteration 36Q: 3 clusters Score -166321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -166322.062500 Penalty: 1516.788818
	Iteration 37Q: 3 clusters Score -166322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -166323.984375 Penalty: 1516.788818
	Iteration 38Q: 3 clusters Score -166324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -166326.500000 Penalty: 1516.788818
	Iteration 39Q: 3 clusters Score -166326.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -166328.328125 Penalty: 1516.788818
	Iteration 40F: 3 clusters Score -166328.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -166332.093750 Penalty: 1516.788818
	Iteration 41Q: 3 clusters Score -166332.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -166336.593750 Penalty: 1516.788818
	Iteration 42Q: 3 clusters Score -166336.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -166339.843750 Penalty: 1516.788818
	Iteration 43Q: 3 clusters Score -166339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -166342.781250 Penalty: 1516.788818
	Iteration 44Q: 3 clusters Score -166342.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -166345.390625 Penalty: 1516.788818
	Iteration 45Q: 3 clusters Score -166345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -166346.640625 Penalty: 1516.788818
	Iteration 46Q: 3 clusters Score -166346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -166348.437500 Penalty: 1516.788818
	Iteration 47Q: 3 clusters Score -166348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -166350.375000 Penalty: 1516.788818
	Iteration 48Q: 3 clusters Score -166350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -166351.453125 Penalty: 1516.788818
	Iteration 49Q: 3 clusters Score -166351.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -166352.765625 Penalty: 1516.788818
	Iteration 50Q: 3 clusters Score -166352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -166354.218750 Penalty: 1516.788818
	Iteration 51Q: 3 clusters Score -166354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -166354.718750 Penalty: 1516.788818
	Iteration 52Q: 3 clusters Score -166354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -166355.515625 Penalty: 1516.788818
	Iteration 53Q: 3 clusters Score -166355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -166356.093750 Penalty: 1516.788818
	Iteration 54Q: 3 clusters Score -166356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -166356.656250 Penalty: 1516.788818
	Iteration 55Q: 3 clusters Score -166356.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -166358.343750 Penalty: 1516.788818
	Iteration 56Q: 3 clusters Score -166358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -166358.968750 Penalty: 1516.788818
	Iteration 57Q: 3 clusters Score -166359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -166359.890625 Penalty: 1516.788818
	Iteration 58Q: 3 clusters Score -166359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -166360.062500 Penalty: 1516.788818
	Iteration 59Q: 3 clusters Score -166360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -166360.062500 Penalty: 1516.788818
	Iteration 60F: 3 clusters Score -166360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -194021.468750 Penalty: 787.434692
	Iteration 0F: 2 clusters Score -194021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -191128.109375 Penalty: 1574.869385
	Iteration 0F: 3 clusters Score -191128.1 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -192236.750000 Penalty: 1574.869385
	Iteration 1F: 3 clusters Score -192236.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -192465.921875 Penalty: 1574.869385
	Iteration 2F: 3 clusters Score -192465.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -192669.328125 Penalty: 1574.869385
	Iteration 3F: 3 clusters Score -192669.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -192881.000000 Penalty: 1574.869385
	Iteration 4F: 3 clusters Score -192881 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -193097.828125 Penalty: 1574.869385
	Iteration 5F: 3 clusters Score -193097.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -193317.937500 Penalty: 1574.869385
	Iteration 6F: 3 clusters Score -193317.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -193536.046875 Penalty: 1574.869385
	Iteration 7Q: 3 clusters Score -193536 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -193701.109375 Penalty: 1574.869385
	Iteration 8Q: 3 clusters Score -193701.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -193819.718750 Penalty: 1574.869385
	Iteration 9Q: 3 clusters Score -193819.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -193869.421875 Penalty: 1574.869385
	Iteration 10Q: 3 clusters Score -193869.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -193886.984375 Penalty: 1574.869385
	Iteration 11Q: 3 clusters Score -193887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -193894.046875 Penalty: 1574.869385
	Iteration 12Q: 3 clusters Score -193894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -193899.500000 Penalty: 1574.869385
	Iteration 13Q: 3 clusters Score -193899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -193900.671875 Penalty: 1574.869385
	Iteration 14Q: 3 clusters Score -193900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -193903.390625 Penalty: 1574.869385
	Iteration 15Q: 3 clusters Score -193903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -193905.375000 Penalty: 1574.869385
	Iteration 16Q: 3 clusters Score -193905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -193905.718750 Penalty: 1574.869385
	Iteration 17Q: 3 clusters Score -193905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -193906.734375 Penalty: 1574.869385
	Iteration 18Q: 3 clusters Score -193906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -193908.437500 Penalty: 1574.869385
	Iteration 19Q: 3 clusters Score -193908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -193932.046875 Penalty: 1574.869385
	Iteration 20F: 3 clusters Score -193932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -193963.328125 Penalty: 1574.869385
	Iteration 21Q: 3 clusters Score -193963.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -193978.609375 Penalty: 1574.869385
	Iteration 22Q: 3 clusters Score -193978.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -193992.171875 Penalty: 1574.869385
	Iteration 23Q: 3 clusters Score -193992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -194000.000000 Penalty: 1574.869385
	Iteration 24Q: 3 clusters Score -194000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -194004.218750 Penalty: 1574.869385
	Iteration 25Q: 3 clusters Score -194004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -194006.468750 Penalty: 1574.869385
	Iteration 26Q: 3 clusters Score -194006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -194007.000000 Penalty: 1574.869385
	Iteration 27Q: 3 clusters Score -194007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -194007.000000 Penalty: 1574.869385
	Iteration 28F: 3 clusters Score -194007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -361664.968750 Penalty: 845.214844
	Iteration 0F: 2 clusters Score -361665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -356608.875000 Penalty: 1690.429688
	Iteration 0F: 3 clusters Score -356608.9 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -358420.875000 Penalty: 1690.429688
	Iteration 1F: 3 clusters Score -358420.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -358617.500000 Penalty: 1690.429688
	Iteration 2F: 3 clusters Score -358617.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -358790.156250 Penalty: 1690.429688
	Iteration 3F: 3 clusters Score -358790.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -358977.812500 Penalty: 1690.429688
	Iteration 4F: 3 clusters Score -358977.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -359185.875000 Penalty: 1690.429688
	Iteration 5Q: 3 clusters Score -359185.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -359402.812500 Penalty: 1690.429688
	Iteration 6Q: 3 clusters Score -359402.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -359648.312500 Penalty: 1690.429688
	Iteration 7Q: 3 clusters Score -359648.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -359879.593750 Penalty: 1690.429688
	Iteration 8Q: 3 clusters Score -359879.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -360070.000000 Penalty: 1690.429688
	Iteration 9Q: 3 clusters Score -360070 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -360199.343750 Penalty: 1690.429688
	Iteration 10Q: 3 clusters Score -360199.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -360288.843750 Penalty: 1690.429688
	Iteration 11Q: 3 clusters Score -360288.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -360350.062500 Penalty: 1690.429688
	Iteration 12Q: 3 clusters Score -360350.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -360412.593750 Penalty: 1690.429688
	Iteration 13Q: 3 clusters Score -360412.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -360474.281250 Penalty: 1690.429688
	Iteration 14Q: 3 clusters Score -360474.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -360519.687500 Penalty: 1690.429688
	Iteration 15Q: 3 clusters Score -360519.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -360554.781250 Penalty: 1690.429688
	Iteration 16Q: 3 clusters Score -360554.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -360583.062500 Penalty: 1690.429688
	Iteration 17Q: 3 clusters Score -360583.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -360612.093750 Penalty: 1690.429688
	Iteration 18Q: 3 clusters Score -360612.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -360641.656250 Penalty: 1690.429688
	Iteration 19Q: 3 clusters Score -360641.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -360673.500000 Penalty: 1690.429688
	Iteration 20F: 3 clusters Score -360673.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -360708.656250 Penalty: 1690.429688
	Iteration 21Q: 3 clusters Score -360708.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -360733.187500 Penalty: 1690.429688
	Iteration 22Q: 3 clusters Score -360733.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -360750.156250 Penalty: 1690.429688
	Iteration 23Q: 3 clusters Score -360750.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -360765.718750 Penalty: 1690.429688
	Iteration 24Q: 3 clusters Score -360765.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -360784.375000 Penalty: 1690.429688
	Iteration 25Q: 3 clusters Score -360784.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -360808.656250 Penalty: 1690.429688
	Iteration 26Q: 3 clusters Score -360808.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -360827.500000 Penalty: 1690.429688
	Iteration 27Q: 3 clusters Score -360827.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -360849.031250 Penalty: 1690.429688
	Iteration 28Q: 3 clusters Score -360849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -360874.781250 Penalty: 1690.429688
	Iteration 29Q: 3 clusters Score -360874.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -360894.500000 Penalty: 1690.429688
	Iteration 30Q: 3 clusters Score -360894.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -360919.250000 Penalty: 1690.429688
	Iteration 31Q: 3 clusters Score -360919.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -360945.656250 Penalty: 1690.429688
	Iteration 32Q: 3 clusters Score -360945.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -360969.062500 Penalty: 1690.429688
	Iteration 33Q: 3 clusters Score -360969.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -360992.093750 Penalty: 1690.429688
	Iteration 34Q: 3 clusters Score -360992.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -361010.906250 Penalty: 1690.429688
	Iteration 35Q: 3 clusters Score -361010.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -361021.406250 Penalty: 1690.429688
	Iteration 36Q: 3 clusters Score -361021.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -361028.187500 Penalty: 1690.429688
	Iteration 37Q: 3 clusters Score -361028.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -361037.062500 Penalty: 1690.429688
	Iteration 38Q: 3 clusters Score -361037.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -361044.562500 Penalty: 1690.429688
	Iteration 39Q: 3 clusters Score -361044.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -361047.593750 Penalty: 1690.429688
	Iteration 40F: 3 clusters Score -361047.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -361049.468750 Penalty: 1690.429688
	Iteration 41Q: 3 clusters Score -361049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -361051.343750 Penalty: 1690.429688
	Iteration 42Q: 3 clusters Score -361051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -361050.406250 Penalty: 1690.429688
	Iteration 43Q: 3 clusters Score -361050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -361051.156250 Penalty: 1690.429688
	Iteration 44Q: 3 clusters Score -361051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -361051.156250 Penalty: 1690.429688
	Iteration 45F: 3 clusters Score -361051.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Entering Unmasked Estep 
Score: -485034.093750 Penalty: 874.944275
	Iteration 0F: 2 clusters Score -485034.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -478225.312500 Penalty: 1749.888550
	Iteration 0F: 3 clusters Score -478225.3 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -480851.187500 Penalty: 1749.888550
	Iteration 1F: 3 clusters Score -480851.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -481206.031250 Penalty: 1749.888550
	Iteration 2F: 3 clusters Score -481206 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -481537.312500 Penalty: 1749.888550
	Iteration 3F: 3 clusters Score -481537.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -481852.375000 Penalty: 1749.888550
	Iteration 4F: 3 clusters Score -481852.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -482138.656250 Penalty: 1749.888550
	Iteration 5F: 3 clusters Score -482138.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -482442.750000 Penalty: 1749.888550
	Iteration 6F: 3 clusters Score -482442.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -482731.125000 Penalty: 1749.888550
	Iteration 7Q: 3 clusters Score -482731.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -483014.656250 Penalty: 1749.888550
	Iteration 8Q: 3 clusters Score -483014.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -483277.812500 Penalty: 1749.888550
	Iteration 9Q: 3 clusters Score -483277.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -483530.343750 Penalty: 1749.888550
	Iteration 10Q: 3 clusters Score -483530.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -483745.000000 Penalty: 1749.888550
	Iteration 11Q: 3 clusters Score -483745 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -483941.093750 Penalty: 1749.888550
	Iteration 12Q: 3 clusters Score -483941.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -484110.281250 Penalty: 1749.888550
	Iteration 13Q: 3 clusters Score -484110.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -484221.937500 Penalty: 1749.888550
	Iteration 14Q: 3 clusters Score -484221.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -484299.500000 Penalty: 1749.888550
	Iteration 15Q: 3 clusters Score -484299.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -484363.843750 Penalty: 1749.888550
	Iteration 16Q: 3 clusters Score -484363.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -484418.000000 Penalty: 1749.888550
	Iteration 17Q: 3 clusters Score -484418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -484441.937500 Penalty: 1749.888550
	Iteration 18Q: 3 clusters Score -484441.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -484448.093750 Penalty: 1749.888550
	Iteration 19Q: 3 clusters Score -484448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -484452.500000 Penalty: 1749.888550
	Iteration 20F: 3 clusters Score -484452.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -484455.625000 Penalty: 1749.888550
	Iteration 21Q: 3 clusters Score -484455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -484459.906250 Penalty: 1749.888550
	Iteration 22Q: 3 clusters Score -484459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -484461.343750 Penalty: 1749.888550
	Iteration 23Q: 3 clusters Score -484461.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -484461.843750 Penalty: 1749.888550
	Iteration 24Q: 3 clusters Score -484461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -484464.281250 Penalty: 1749.888550
	Iteration 25Q: 3 clusters Score -484464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -484467.250000 Penalty: 1749.888550
	Iteration 26Q: 3 clusters Score -484467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -484467.250000 Penalty: 1749.888550
	Iteration 27F: 3 clusters Score -484467.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -50290.218750 Penalty: 639.333313
	Iteration 0F: 2 clusters Score -50290.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -49314.480469 Penalty: 1278.666626
	Iteration 0F: 3 clusters Score -49314.48 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49512.414062 Penalty: 1278.666626
	Iteration 1F: 3 clusters Score -49512.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -49563.906250 Penalty: 1278.666626
	Iteration 2F: 3 clusters Score -49563.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -49585.941406 Penalty: 1278.666626
	Iteration 3Q: 3 clusters Score -49585.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49604.671875 Penalty: 1278.666626
	Iteration 4Q: 3 clusters Score -49604.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -49624.097656 Penalty: 1278.666626
	Iteration 5Q: 3 clusters Score -49624.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -49630.230469 Penalty: 1278.666626
	Iteration 6Q: 3 clusters Score -49630.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -49635.695312 Penalty: 1278.666626
	Iteration 7Q: 3 clusters Score -49635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -49641.679688 Penalty: 1278.666626
	Iteration 8Q: 3 clusters Score -49641.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49648.449219 Penalty: 1278.666626
	Iteration 9Q: 3 clusters Score -49648.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49650.722656 Penalty: 1278.666626
	Iteration 10Q: 3 clusters Score -49650.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -49654.304688 Penalty: 1278.666626
	Iteration 11Q: 3 clusters Score -49654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49655.375000 Penalty: 1278.666626
	Iteration 12Q: 3 clusters Score -49655.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49656.222656 Penalty: 1278.666626
	Iteration 13Q: 3 clusters Score -49656.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -49657.792969 Penalty: 1278.666626
	Iteration 14Q: 3 clusters Score -49657.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -49660.183594 Penalty: 1278.666626
	Iteration 15Q: 3 clusters Score -49660.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -49664.128906 Penalty: 1278.666626
	Iteration 16Q: 3 clusters Score -49664.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -49667.308594 Penalty: 1278.666626
	Iteration 17Q: 3 clusters Score -49667.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -49670.648438 Penalty: 1278.666626
	Iteration 18Q: 3 clusters Score -49670.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -49673.785156 Penalty: 1278.666626
	Iteration 19Q: 3 clusters Score -49673.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -49677.574219 Penalty: 1278.666626
	Iteration 20F: 3 clusters Score -49677.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -49682.636719 Penalty: 1278.666626
	Iteration 21Q: 3 clusters Score -49682.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -49686.589844 Penalty: 1278.666626
	Iteration 22Q: 3 clusters Score -49686.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -49691.070312 Penalty: 1278.666626
	Iteration 23Q: 3 clusters Score -49691.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -49694.027344 Penalty: 1278.666626
	Iteration 24Q: 3 clusters Score -49694.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -49697.437500 Penalty: 1278.666626
	Iteration 25Q: 3 clusters Score -49697.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -49702.667969 Penalty: 1278.666626
	Iteration 26Q: 3 clusters Score -49702.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -49708.484375 Penalty: 1278.666626
	Iteration 27Q: 3 clusters Score -49708.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -49713.574219 Penalty: 1278.666626
	Iteration 28Q: 3 clusters Score -49713.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -49718.910156 Penalty: 1278.666626
	Iteration 29Q: 3 clusters Score -49718.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -49724.433594 Penalty: 1278.666626
	Iteration 30Q: 3 clusters Score -49724.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -49728.226562 Penalty: 1278.666626
	Iteration 31Q: 3 clusters Score -49728.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -49732.898438 Penalty: 1278.666626
	Iteration 32Q: 3 clusters Score -49732.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -49737.265625 Penalty: 1278.666626
	Iteration 33Q: 3 clusters Score -49737.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -49739.414062 Penalty: 1278.666626
	Iteration 34Q: 3 clusters Score -49739.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -49739.414062 Penalty: 1278.666626
	Iteration 35F: 3 clusters Score -49739.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -158844.578125 Penalty: 748.855774
	Iteration 0F: 2 clusters Score -158844.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -156722.875000 Penalty: 1497.711548
	Iteration 0F: 3 clusters Score -156722.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -157288.359375 Penalty: 1497.711548
	Iteration 1F: 3 clusters Score -157288.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -157375.093750 Penalty: 1497.711548
	Iteration 2F: 3 clusters Score -157375.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -157432.000000 Penalty: 1497.711548
	Iteration 3Q: 3 clusters Score -157432 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -157475.421875 Penalty: 1497.711548
	Iteration 4Q: 3 clusters Score -157475.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -157514.140625 Penalty: 1497.711548
	Iteration 5Q: 3 clusters Score -157514.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -157550.718750 Penalty: 1497.711548
	Iteration 6Q: 3 clusters Score -157550.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -157586.500000 Penalty: 1497.711548
	Iteration 7Q: 3 clusters Score -157586.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -157630.000000 Penalty: 1497.711548
	Iteration 8Q: 3 clusters Score -157630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -157674.546875 Penalty: 1497.711548
	Iteration 9Q: 3 clusters Score -157674.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -157711.031250 Penalty: 1497.711548
	Iteration 10Q: 3 clusters Score -157711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -157744.265625 Penalty: 1497.711548
	Iteration 11Q: 3 clusters Score -157744.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -157775.218750 Penalty: 1497.711548
	Iteration 12Q: 3 clusters Score -157775.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -157799.703125 Penalty: 1497.711548
	Iteration 13Q: 3 clusters Score -157799.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -157833.218750 Penalty: 1497.711548
	Iteration 14Q: 3 clusters Score -157833.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -157867.437500 Penalty: 1497.711548
	Iteration 15Q: 3 clusters Score -157867.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -157905.906250 Penalty: 1497.711548
	Iteration 16Q: 3 clusters Score -157905.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -157947.218750 Penalty: 1497.711548
	Iteration 17Q: 3 clusters Score -157947.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -157980.343750 Penalty: 1497.711548
	Iteration 18Q: 3 clusters Score -157980.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -158006.890625 Penalty: 1497.711548
	Iteration 19Q: 3 clusters Score -158006.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -158027.265625 Penalty: 1497.711548
	Iteration 20F: 3 clusters Score -158027.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -158040.093750 Penalty: 1497.711548
	Iteration 21Q: 3 clusters Score -158040.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -158049.109375 Penalty: 1497.711548
	Iteration 22Q: 3 clusters Score -158049.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -158053.671875 Penalty: 1497.711548
	Iteration 23Q: 3 clusters Score -158053.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -158058.750000 Penalty: 1497.711548
	Iteration 24Q: 3 clusters Score -158058.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -158062.859375 Penalty: 1497.711548
	Iteration 25Q: 3 clusters Score -158062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -158067.609375 Penalty: 1497.711548
	Iteration 26Q: 3 clusters Score -158067.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -158072.890625 Penalty: 1497.711548
	Iteration 27Q: 3 clusters Score -158072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -158076.156250 Penalty: 1497.711548
	Iteration 28Q: 3 clusters Score -158076.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -158080.328125 Penalty: 1497.711548
	Iteration 29Q: 3 clusters Score -158080.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -158086.750000 Penalty: 1497.711548
	Iteration 30Q: 3 clusters Score -158086.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -158091.218750 Penalty: 1497.711548
	Iteration 31Q: 3 clusters Score -158091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -158094.234375 Penalty: 1497.711548
	Iteration 32Q: 3 clusters Score -158094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -158096.187500 Penalty: 1497.711548
	Iteration 33Q: 3 clusters Score -158096.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -158099.218750 Penalty: 1497.711548
	Iteration 34Q: 3 clusters Score -158099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -158101.421875 Penalty: 1497.711548
	Iteration 35Q: 3 clusters Score -158101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -158104.171875 Penalty: 1497.711548
	Iteration 36Q: 3 clusters Score -158104.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -158106.359375 Penalty: 1497.711548
	Iteration 37Q: 3 clusters Score -158106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -158107.687500 Penalty: 1497.711548
	Iteration 38Q: 3 clusters Score -158107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -158109.625000 Penalty: 1497.711548
	Iteration 39Q: 3 clusters Score -158109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -158110.781250 Penalty: 1497.711548
	Iteration 40F: 3 clusters Score -158110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -158112.125000 Penalty: 1497.711548
	Iteration 41Q: 3 clusters Score -158112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -158114.015625 Penalty: 1497.711548
	Iteration 42Q: 3 clusters Score -158114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -158116.234375 Penalty: 1497.711548
	Iteration 43Q: 3 clusters Score -158116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -158117.609375 Penalty: 1497.711548
	Iteration 44Q: 3 clusters Score -158117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -158119.031250 Penalty: 1497.711548
	Iteration 45Q: 3 clusters Score -158119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -158119.953125 Penalty: 1497.711548
	Iteration 46Q: 3 clusters Score -158120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -158119.812500 Penalty: 1497.711548
	Iteration 47Q: 3 clusters Score -158119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -158120.390625 Penalty: 1497.711548
	Iteration 48Q: 3 clusters Score -158120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -158120.687500 Penalty: 1497.711548
	Iteration 49Q: 3 clusters Score -158120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -158121.093750 Penalty: 1497.711548
	Iteration 50Q: 3 clusters Score -158121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -158122.281250 Penalty: 1497.711548
	Iteration 51Q: 3 clusters Score -158122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -158122.671875 Penalty: 1497.711548
	Iteration 52Q: 3 clusters Score -158122.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -158123.078125 Penalty: 1497.711548
	Iteration 53Q: 3 clusters Score -158123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -158123.218750 Penalty: 1497.711548
	Iteration 54Q: 3 clusters Score -158123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -158123.390625 Penalty: 1497.711548
	Iteration 55Q: 3 clusters Score -158123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -158123.390625 Penalty: 1497.711548
	Iteration 56F: 3 clusters Score -158123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Entering Unmasked Estep 
Score: -4190053.000000 Penalty: 1069.578125
	Iteration 0F: 2 clusters Score -4190053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -4138107.500000 Penalty: 2139.156250
	Iteration 0F: 3 clusters Score -4138108 nChanged 37339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -4160559.750000 Penalty: 2139.156250
	Iteration 1F: 3 clusters Score -4160560 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -4162248.500000 Penalty: 2139.156250
	Iteration 2F: 3 clusters Score -4162248 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -4164836.250000 Penalty: 2139.156250
	Iteration 3F: 3 clusters Score -4164836 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -4168372.250000 Penalty: 2139.156250
	Iteration 4F: 3 clusters Score -4168372 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -4172676.750000 Penalty: 2139.156250
	Iteration 5F: 3 clusters Score -4172677 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -4177181.750000 Penalty: 2139.156250
	Iteration 6F: 3 clusters Score -4177182 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -4181409.750000 Penalty: 2139.156250
	Iteration 7F: 3 clusters Score -4181410 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -4184975.250000 Penalty: 2139.156250
	Iteration 8Q: 3 clusters Score -4184975 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -4187265.750000 Penalty: 2139.156250
	Iteration 9Q: 3 clusters Score -4187266 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 76762 members 
Entering Unmasked Estep 
Score: -4188361.000000 Penalty: 2139.156250
	Iteration 10Q: 3 clusters Score -4188361 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -4188826.500000 Penalty: 2139.156250
	Iteration 11Q: 3 clusters Score -4188826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -4188993.750000 Penalty: 2139.156250
	Iteration 12Q: 3 clusters Score -4188994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -4189058.250000 Penalty: 2139.156250
	Iteration 13Q: 3 clusters Score -4189058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -4189088.000000 Penalty: 2139.156250
	Iteration 14Q: 3 clusters Score -4189088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -4189113.750000 Penalty: 2139.156250
	Iteration 15Q: 3 clusters Score -4189114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -4189131.000000 Penalty: 2139.156250
	Iteration 16Q: 3 clusters Score -4189131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -4189141.250000 Penalty: 2139.156250
	Iteration 17Q: 3 clusters Score -4189141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -4189150.250000 Penalty: 2139.156250
	Iteration 18Q: 3 clusters Score -4189150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -4189144.250000 Penalty: 2139.156250
	Iteration 19Q: 3 clusters Score -4189144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -4189144.250000 Penalty: 2139.156250
	Iteration 20F: 3 clusters Score -4189144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Entering Unmasked Estep 
Score: -310953.218750 Penalty: 836.553406
	Iteration 0F: 2 clusters Score -310953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -306262.531250 Penalty: 1673.106812
	Iteration 0F: 3 clusters Score -306262.5 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -307893.843750 Penalty: 1673.106812
	Iteration 1F: 3 clusters Score -307893.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -308109.812500 Penalty: 1673.106812
	Iteration 2F: 3 clusters Score -308109.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -308283.093750 Penalty: 1673.106812
	Iteration 3F: 3 clusters Score -308283.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -308415.625000 Penalty: 1673.106812
	Iteration 4Q: 3 clusters Score -308415.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -308532.000000 Penalty: 1673.106812
	Iteration 5Q: 3 clusters Score -308532 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -308674.843750 Penalty: 1673.106812
	Iteration 6Q: 3 clusters Score -308674.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -308811.593750 Penalty: 1673.106812
	Iteration 7Q: 3 clusters Score -308811.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -308959.343750 Penalty: 1673.106812
	Iteration 8Q: 3 clusters Score -308959.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -309129.062500 Penalty: 1673.106812
	Iteration 9Q: 3 clusters Score -309129.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -309298.218750 Penalty: 1673.106812
	Iteration 10Q: 3 clusters Score -309298.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -309429.687500 Penalty: 1673.106812
	Iteration 11Q: 3 clusters Score -309429.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -309555.187500 Penalty: 1673.106812
	Iteration 12Q: 3 clusters Score -309555.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -309669.875000 Penalty: 1673.106812
	Iteration 13Q: 3 clusters Score -309669.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -309779.875000 Penalty: 1673.106812
	Iteration 14Q: 3 clusters Score -309779.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -309866.312500 Penalty: 1673.106812
	Iteration 15Q: 3 clusters Score -309866.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -309922.968750 Penalty: 1673.106812
	Iteration 16Q: 3 clusters Score -309923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -309963.312500 Penalty: 1673.106812
	Iteration 17Q: 3 clusters Score -309963.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -309989.875000 Penalty: 1673.106812
	Iteration 18Q: 3 clusters Score -309989.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -310010.156250 Penalty: 1673.106812
	Iteration 19Q: 3 clusters Score -310010.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -310023.656250 Penalty: 1673.106812
	Iteration 20F: 3 clusters Score -310023.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -310037.406250 Penalty: 1673.106812
	Iteration 21Q: 3 clusters Score -310037.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -310048.437500 Penalty: 1673.106812
	Iteration 22Q: 3 clusters Score -310048.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -310060.031250 Penalty: 1673.106812
	Iteration 23Q: 3 clusters Score -310060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -310068.156250 Penalty: 1673.106812
	Iteration 24Q: 3 clusters Score -310068.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -310080.000000 Penalty: 1673.106812
	Iteration 25Q: 3 clusters Score -310080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -310091.187500 Penalty: 1673.106812
	Iteration 26Q: 3 clusters Score -310091.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -310099.968750 Penalty: 1673.106812
	Iteration 27Q: 3 clusters Score -310100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -310114.875000 Penalty: 1673.106812
	Iteration 28Q: 3 clusters Score -310114.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -310124.562500 Penalty: 1673.106812
	Iteration 29Q: 3 clusters Score -310124.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -310136.312500 Penalty: 1673.106812
	Iteration 30Q: 3 clusters Score -310136.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -310152.093750 Penalty: 1673.106812
	Iteration 31Q: 3 clusters Score -310152.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -310171.031250 Penalty: 1673.106812
	Iteration 32Q: 3 clusters Score -310171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -310198.218750 Penalty: 1673.106812
	Iteration 33Q: 3 clusters Score -310198.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -310229.562500 Penalty: 1673.106812
	Iteration 34Q: 3 clusters Score -310229.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -310241.656250 Penalty: 1673.106812
	Iteration 35Q: 3 clusters Score -310241.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -310253.906250 Penalty: 1673.106812
	Iteration 36Q: 3 clusters Score -310253.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -310261.531250 Penalty: 1673.106812
	Iteration 37Q: 3 clusters Score -310261.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -310270.156250 Penalty: 1673.106812
	Iteration 38Q: 3 clusters Score -310270.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -310276.500000 Penalty: 1673.106812
	Iteration 39Q: 3 clusters Score -310276.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -310279.687500 Penalty: 1673.106812
	Iteration 40F: 3 clusters Score -310279.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -310285.906250 Penalty: 1673.106812
	Iteration 41Q: 3 clusters Score -310285.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -310290.937500 Penalty: 1673.106812
	Iteration 42Q: 3 clusters Score -310290.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -310294.906250 Penalty: 1673.106812
	Iteration 43Q: 3 clusters Score -310294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -310302.281250 Penalty: 1673.106812
	Iteration 44Q: 3 clusters Score -310302.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -310316.375000 Penalty: 1673.106812
	Iteration 45Q: 3 clusters Score -310316.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -310329.343750 Penalty: 1673.106812
	Iteration 46Q: 3 clusters Score -310329.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -310338.687500 Penalty: 1673.106812
	Iteration 47Q: 3 clusters Score -310338.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -310348.062500 Penalty: 1673.106812
	Iteration 48Q: 3 clusters Score -310348.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -310354.781250 Penalty: 1673.106812
	Iteration 49Q: 3 clusters Score -310354.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -310366.031250 Penalty: 1673.106812
	Iteration 50Q: 3 clusters Score -310366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -310379.937500 Penalty: 1673.106812
	Iteration 51Q: 3 clusters Score -310379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -310384.812500 Penalty: 1673.106812
	Iteration 52Q: 3 clusters Score -310384.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -310388.281250 Penalty: 1673.106812
	Iteration 53Q: 3 clusters Score -310388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -310391.843750 Penalty: 1673.106812
	Iteration 54Q: 3 clusters Score -310391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -310393.375000 Penalty: 1673.106812
	Iteration 55Q: 3 clusters Score -310393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -310393.375000 Penalty: 1673.106812
	Iteration 56F: 3 clusters Score -310393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Entering Unmasked Estep 
Score: -1322631.375000 Penalty: 968.542725
	Iteration 0F: 2 clusters Score -1322631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1304880.250000 Penalty: 1937.085449
	Iteration 0F: 3 clusters Score -1304880 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1311829.625000 Penalty: 1937.085449
	Iteration 1F: 3 clusters Score -1311830 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1312240.750000 Penalty: 1937.085449
	Iteration 2Q: 3 clusters Score -1312241 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1312719.000000 Penalty: 1937.085449
	Iteration 3Q: 3 clusters Score -1312719 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1313197.000000 Penalty: 1937.085449
	Iteration 4Q: 3 clusters Score -1313197 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1313689.875000 Penalty: 1937.085449
	Iteration 5Q: 3 clusters Score -1313690 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1314207.625000 Penalty: 1937.085449
	Iteration 6Q: 3 clusters Score -1314208 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1314657.625000 Penalty: 1937.085449
	Iteration 7Q: 3 clusters Score -1314658 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1315073.000000 Penalty: 1937.085449
	Iteration 8Q: 3 clusters Score -1315073 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1315462.250000 Penalty: 1937.085449
	Iteration 9Q: 3 clusters Score -1315462 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1315861.750000 Penalty: 1937.085449
	Iteration 10Q: 3 clusters Score -1315862 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1316220.125000 Penalty: 1937.085449
	Iteration 11Q: 3 clusters Score -1316220 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1316563.000000 Penalty: 1937.085449
	Iteration 12Q: 3 clusters Score -1316563 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1316884.250000 Penalty: 1937.085449
	Iteration 13Q: 3 clusters Score -1316884 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1317172.500000 Penalty: 1937.085449
	Iteration 14Q: 3 clusters Score -1317172 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1317442.250000 Penalty: 1937.085449
	Iteration 15Q: 3 clusters Score -1317442 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1317677.500000 Penalty: 1937.085449
	Iteration 16Q: 3 clusters Score -1317678 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1317923.875000 Penalty: 1937.085449
	Iteration 17Q: 3 clusters Score -1317924 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1318114.875000 Penalty: 1937.085449
	Iteration 18Q: 3 clusters Score -1318115 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1318264.000000 Penalty: 1937.085449
	Iteration 19Q: 3 clusters Score -1318264 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1318409.500000 Penalty: 1937.085449
	Iteration 20F: 3 clusters Score -1318410 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1318524.250000 Penalty: 1937.085449
	Iteration 21Q: 3 clusters Score -1318524 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1318643.000000 Penalty: 1937.085449
	Iteration 22Q: 3 clusters Score -1318643 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1318721.125000 Penalty: 1937.085449
	Iteration 23Q: 3 clusters Score -1318721 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1318806.000000 Penalty: 1937.085449
	Iteration 24Q: 3 clusters Score -1318806 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1318911.375000 Penalty: 1937.085449
	Iteration 25Q: 3 clusters Score -1318911 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1319001.125000 Penalty: 1937.085449
	Iteration 26Q: 3 clusters Score -1319001 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1319089.375000 Penalty: 1937.085449
	Iteration 27Q: 3 clusters Score -1319089 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1319182.250000 Penalty: 1937.085449
	Iteration 28Q: 3 clusters Score -1319182 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1319265.625000 Penalty: 1937.085449
	Iteration 29Q: 3 clusters Score -1319266 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1319345.250000 Penalty: 1937.085449
	Iteration 30Q: 3 clusters Score -1319345 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1319422.750000 Penalty: 1937.085449
	Iteration 31Q: 3 clusters Score -1319423 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1319499.125000 Penalty: 1937.085449
	Iteration 32Q: 3 clusters Score -1319499 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1319552.250000 Penalty: 1937.085449
	Iteration 33Q: 3 clusters Score -1319552 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1319615.625000 Penalty: 1937.085449
	Iteration 34Q: 3 clusters Score -1319616 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1319686.250000 Penalty: 1937.085449
	Iteration 35Q: 3 clusters Score -1319686 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1319754.750000 Penalty: 1937.085449
	Iteration 36Q: 3 clusters Score -1319755 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1319821.250000 Penalty: 1937.085449
	Iteration 37Q: 3 clusters Score -1319821 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1319898.875000 Penalty: 1937.085449
	Iteration 38Q: 3 clusters Score -1319899 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1319983.750000 Penalty: 1937.085449
	Iteration 39Q: 3 clusters Score -1319984 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1320071.500000 Penalty: 1937.085449
	Iteration 40F: 3 clusters Score -1320072 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1320149.000000 Penalty: 1937.085449
	Iteration 41Q: 3 clusters Score -1320149 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1320228.000000 Penalty: 1937.085449
	Iteration 42Q: 3 clusters Score -1320228 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1320303.250000 Penalty: 1937.085449
	Iteration 43Q: 3 clusters Score -1320303 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1320377.500000 Penalty: 1937.085449
	Iteration 44Q: 3 clusters Score -1320378 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1320461.375000 Penalty: 1937.085449
	Iteration 45Q: 3 clusters Score -1320461 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1320541.125000 Penalty: 1937.085449
	Iteration 46Q: 3 clusters Score -1320541 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1320620.125000 Penalty: 1937.085449
	Iteration 47Q: 3 clusters Score -1320620 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1320716.750000 Penalty: 1937.085449
	Iteration 48Q: 3 clusters Score -1320717 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1320799.000000 Penalty: 1937.085449
	Iteration 49Q: 3 clusters Score -1320799 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1320843.375000 Penalty: 1937.085449
	Iteration 50Q: 3 clusters Score -1320843 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1320902.000000 Penalty: 1937.085449
	Iteration 51Q: 3 clusters Score -1320902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1320948.250000 Penalty: 1937.085449
	Iteration 52Q: 3 clusters Score -1320948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1321001.250000 Penalty: 1937.085449
	Iteration 53Q: 3 clusters Score -1321001 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1321051.625000 Penalty: 1937.085449
	Iteration 54Q: 3 clusters Score -1321052 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1321100.250000 Penalty: 1937.085449
	Iteration 55Q: 3 clusters Score -1321100 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1321139.750000 Penalty: 1937.085449
	Iteration 56Q: 3 clusters Score -1321140 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1321192.250000 Penalty: 1937.085449
	Iteration 57Q: 3 clusters Score -1321192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1321230.875000 Penalty: 1937.085449
	Iteration 58Q: 3 clusters Score -1321231 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1321278.125000 Penalty: 1937.085449
	Iteration 59Q: 3 clusters Score -1321278 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1321326.250000 Penalty: 1937.085449
	Iteration 60F: 3 clusters Score -1321326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1321364.875000 Penalty: 1937.085449
	Iteration 61Q: 3 clusters Score -1321365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1321402.750000 Penalty: 1937.085449
	Iteration 62Q: 3 clusters Score -1321403 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1321440.250000 Penalty: 1937.085449
	Iteration 63Q: 3 clusters Score -1321440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1321490.750000 Penalty: 1937.085449
	Iteration 64Q: 3 clusters Score -1321491 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1321526.625000 Penalty: 1937.085449
	Iteration 65Q: 3 clusters Score -1321527 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1321567.000000 Penalty: 1937.085449
	Iteration 66Q: 3 clusters Score -1321567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1321594.125000 Penalty: 1937.085449
	Iteration 67Q: 3 clusters Score -1321594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1321621.125000 Penalty: 1937.085449
	Iteration 68Q: 3 clusters Score -1321621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1321645.375000 Penalty: 1937.085449
	Iteration 69Q: 3 clusters Score -1321645 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1321670.000000 Penalty: 1937.085449
	Iteration 70Q: 3 clusters Score -1321670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1321701.875000 Penalty: 1937.085449
	Iteration 71Q: 3 clusters Score -1321702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1321727.875000 Penalty: 1937.085449
	Iteration 72Q: 3 clusters Score -1321728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1321757.250000 Penalty: 1937.085449
	Iteration 73Q: 3 clusters Score -1321757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1321782.750000 Penalty: 1937.085449
	Iteration 74Q: 3 clusters Score -1321783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1321799.875000 Penalty: 1937.085449
	Iteration 75Q: 3 clusters Score -1321800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1321816.750000 Penalty: 1937.085449
	Iteration 76Q: 3 clusters Score -1321817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1321830.375000 Penalty: 1937.085449
	Iteration 77Q: 3 clusters Score -1321830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1321844.000000 Penalty: 1937.085449
	Iteration 78Q: 3 clusters Score -1321844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1321860.625000 Penalty: 1937.085449
	Iteration 79Q: 3 clusters Score -1321861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1321878.500000 Penalty: 1937.085449
	Iteration 80F: 3 clusters Score -1321878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1321891.625000 Penalty: 1937.085449
	Iteration 81Q: 3 clusters Score -1321892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1321896.875000 Penalty: 1937.085449
	Iteration 82Q: 3 clusters Score -1321897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1321905.875000 Penalty: 1937.085449
	Iteration 83Q: 3 clusters Score -1321906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1321917.500000 Penalty: 1937.085449
	Iteration 84Q: 3 clusters Score -1321918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1321926.250000 Penalty: 1937.085449
	Iteration 85Q: 3 clusters Score -1321926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1321933.125000 Penalty: 1937.085449
	Iteration 86Q: 3 clusters Score -1321933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1321936.000000 Penalty: 1937.085449
	Iteration 87Q: 3 clusters Score -1321936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1321940.375000 Penalty: 1937.085449
	Iteration 88Q: 3 clusters Score -1321940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1321942.000000 Penalty: 1937.085449
	Iteration 89Q: 3 clusters Score -1321942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1321944.375000 Penalty: 1937.085449
	Iteration 90Q: 3 clusters Score -1321944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1321946.375000 Penalty: 1937.085449
	Iteration 91Q: 3 clusters Score -1321946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1321949.250000 Penalty: 1937.085449
	Iteration 92Q: 3 clusters Score -1321949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1321948.625000 Penalty: 1937.085449
	Iteration 93Q: 3 clusters Score -1321949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1321951.250000 Penalty: 1937.085449
	Iteration 94Q: 3 clusters Score -1321951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1321953.625000 Penalty: 1937.085449
	Iteration 95Q: 3 clusters Score -1321954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1321954.000000 Penalty: 1937.085449
	Iteration 96Q: 3 clusters Score -1321954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1321954.875000 Penalty: 1937.085449
	Iteration 97Q: 3 clusters Score -1321955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1321954.625000 Penalty: 1937.085449
	Iteration 98Q: 3 clusters Score -1321955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1321955.875000 Penalty: 1937.085449
	Iteration 99Q: 3 clusters Score -1321956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1321960.500000 Penalty: 1937.085449
	Iteration 100F: 3 clusters Score -1321960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1321962.250000 Penalty: 1937.085449
	Iteration 101Q: 3 clusters Score -1321962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1321964.000000 Penalty: 1937.085449
	Iteration 102Q: 3 clusters Score -1321964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1321962.250000 Penalty: 1937.085449
	Iteration 103Q: 3 clusters Score -1321962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1321965.125000 Penalty: 1937.085449
	Iteration 104Q: 3 clusters Score -1321965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1321968.250000 Penalty: 1937.085449
	Iteration 105Q: 3 clusters Score -1321968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1321968.125000 Penalty: 1937.085449
	Iteration 106Q: 3 clusters Score -1321968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1321969.125000 Penalty: 1937.085449
	Iteration 107Q: 3 clusters Score -1321969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1321968.625000 Penalty: 1937.085449
	Iteration 108Q: 3 clusters Score -1321969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1321971.000000 Penalty: 1937.085449
	Iteration 109Q: 3 clusters Score -1321971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1321972.625000 Penalty: 1937.085449
	Iteration 110Q: 3 clusters Score -1321973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1321974.750000 Penalty: 1937.085449
	Iteration 111Q: 3 clusters Score -1321975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1321976.125000 Penalty: 1937.085449
	Iteration 112Q: 3 clusters Score -1321976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1321975.875000 Penalty: 1937.085449
	Iteration 113Q: 3 clusters Score -1321976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1321974.750000 Penalty: 1937.085449
	Iteration 114Q: 3 clusters Score -1321975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1321974.125000 Penalty: 1937.085449
	Iteration 115Q: 3 clusters Score -1321974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1321975.875000 Penalty: 1937.085449
	Iteration 116Q: 3 clusters Score -1321976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1321982.625000 Penalty: 1937.085449
	Iteration 117Q: 3 clusters Score -1321983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1321986.375000 Penalty: 1937.085449
	Iteration 118Q: 3 clusters Score -1321986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1321987.750000 Penalty: 1937.085449
	Iteration 119Q: 3 clusters Score -1321988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1321988.375000 Penalty: 1937.085449
	Iteration 120F: 3 clusters Score -1321988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1321989.625000 Penalty: 1937.085449
	Iteration 121Q: 3 clusters Score -1321990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1321992.500000 Penalty: 1937.085449
	Iteration 122Q: 3 clusters Score -1321992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1321992.625000 Penalty: 1937.085449
	Iteration 123Q: 3 clusters Score -1321993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1321994.375000 Penalty: 1937.085449
	Iteration 124Q: 3 clusters Score -1321994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1321992.750000 Penalty: 1937.085449
	Iteration 125Q: 3 clusters Score -1321993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1321995.875000 Penalty: 1937.085449
	Iteration 126Q: 3 clusters Score -1321996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1321995.750000 Penalty: 1937.085449
	Iteration 127Q: 3 clusters Score -1321996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1321998.000000 Penalty: 1937.085449
	Iteration 128Q: 3 clusters Score -1321998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1321998.750000 Penalty: 1937.085449
	Iteration 129Q: 3 clusters Score -1321999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1321996.500000 Penalty: 1937.085449
	Iteration 130Q: 3 clusters Score -1321996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1321996.500000 Penalty: 1937.085449
	Iteration 131F: 3 clusters Score -1321996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Entering Unmasked Estep 
Score: -862126.562500 Penalty: 914.019409
	Iteration 0F: 2 clusters Score -862126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -852013.562500 Penalty: 1828.038818
	Iteration 0F: 3 clusters Score -852013.6 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -856031.437500 Penalty: 1828.038818
	Iteration 1F: 3 clusters Score -856031.4 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -856585.000000 Penalty: 1828.038818
	Iteration 2F: 3 clusters Score -856585 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -857264.375000 Penalty: 1828.038818
	Iteration 3F: 3 clusters Score -857264.4 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -857884.187500 Penalty: 1828.038818
	Iteration 4F: 3 clusters Score -857884.2 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -858374.250000 Penalty: 1828.038818
	Iteration 5F: 3 clusters Score -858374.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -858688.812500 Penalty: 1828.038818
	Iteration 6Q: 3 clusters Score -858688.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -858893.250000 Penalty: 1828.038818
	Iteration 7Q: 3 clusters Score -858893.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -859035.375000 Penalty: 1828.038818
	Iteration 8Q: 3 clusters Score -859035.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -859128.250000 Penalty: 1828.038818
	Iteration 9Q: 3 clusters Score -859128.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -859183.500000 Penalty: 1828.038818
	Iteration 10Q: 3 clusters Score -859183.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -859208.375000 Penalty: 1828.038818
	Iteration 11Q: 3 clusters Score -859208.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -859227.937500 Penalty: 1828.038818
	Iteration 12Q: 3 clusters Score -859227.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -859238.687500 Penalty: 1828.038818
	Iteration 13Q: 3 clusters Score -859238.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -859249.062500 Penalty: 1828.038818
	Iteration 14Q: 3 clusters Score -859249.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -859260.250000 Penalty: 1828.038818
	Iteration 15Q: 3 clusters Score -859260.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -859268.187500 Penalty: 1828.038818
	Iteration 16Q: 3 clusters Score -859268.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -859274.437500 Penalty: 1828.038818
	Iteration 17Q: 3 clusters Score -859274.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -859284.812500 Penalty: 1828.038818
	Iteration 18Q: 3 clusters Score -859284.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -859291.750000 Penalty: 1828.038818
	Iteration 19Q: 3 clusters Score -859291.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -859300.500000 Penalty: 1828.038818
	Iteration 20F: 3 clusters Score -859300.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -859312.375000 Penalty: 1828.038818
	Iteration 21Q: 3 clusters Score -859312.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -859316.750000 Penalty: 1828.038818
	Iteration 22Q: 3 clusters Score -859316.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -859335.375000 Penalty: 1828.038818
	Iteration 23Q: 3 clusters Score -859335.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -859347.000000 Penalty: 1828.038818
	Iteration 24Q: 3 clusters Score -859347 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -859363.625000 Penalty: 1828.038818
	Iteration 25Q: 3 clusters Score -859363.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -859385.125000 Penalty: 1828.038818
	Iteration 26Q: 3 clusters Score -859385.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -859413.187500 Penalty: 1828.038818
	Iteration 27Q: 3 clusters Score -859413.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -859443.562500 Penalty: 1828.038818
	Iteration 28Q: 3 clusters Score -859443.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -859484.937500 Penalty: 1828.038818
	Iteration 29Q: 3 clusters Score -859484.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -859533.500000 Penalty: 1828.038818
	Iteration 30Q: 3 clusters Score -859533.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -859592.062500 Penalty: 1828.038818
	Iteration 31Q: 3 clusters Score -859592.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -859667.000000 Penalty: 1828.038818
	Iteration 32Q: 3 clusters Score -859667 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -859767.312500 Penalty: 1828.038818
	Iteration 33Q: 3 clusters Score -859767.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -859881.187500 Penalty: 1828.038818
	Iteration 34Q: 3 clusters Score -859881.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -860009.312500 Penalty: 1828.038818
	Iteration 35Q: 3 clusters Score -860009.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -860160.000000 Penalty: 1828.038818
	Iteration 36Q: 3 clusters Score -860160 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -860320.875000 Penalty: 1828.038818
	Iteration 37Q: 3 clusters Score -860320.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -860480.312500 Penalty: 1828.038818
	Iteration 38Q: 3 clusters Score -860480.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -860640.375000 Penalty: 1828.038818
	Iteration 39Q: 3 clusters Score -860640.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -860774.625000 Penalty: 1828.038818
	Iteration 40F: 3 clusters Score -860774.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -860907.312500 Penalty: 1828.038818
	Iteration 41Q: 3 clusters Score -860907.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -861035.750000 Penalty: 1828.038818
	Iteration 42Q: 3 clusters Score -861035.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -861123.562500 Penalty: 1828.038818
	Iteration 43Q: 3 clusters Score -861123.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -861172.500000 Penalty: 1828.038818
	Iteration 44Q: 3 clusters Score -861172.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -861211.687500 Penalty: 1828.038818
	Iteration 45Q: 3 clusters Score -861211.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -861247.625000 Penalty: 1828.038818
	Iteration 46Q: 3 clusters Score -861247.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -861273.937500 Penalty: 1828.038818
	Iteration 47Q: 3 clusters Score -861273.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -861295.062500 Penalty: 1828.038818
	Iteration 48Q: 3 clusters Score -861295.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -861311.875000 Penalty: 1828.038818
	Iteration 49Q: 3 clusters Score -861311.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -861328.812500 Penalty: 1828.038818
	Iteration 50Q: 3 clusters Score -861328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -861334.187500 Penalty: 1828.038818
	Iteration 51Q: 3 clusters Score -861334.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -861347.250000 Penalty: 1828.038818
	Iteration 52Q: 3 clusters Score -861347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -861360.125000 Penalty: 1828.038818
	Iteration 53Q: 3 clusters Score -861360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -861367.812500 Penalty: 1828.038818
	Iteration 54Q: 3 clusters Score -861367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -861371.437500 Penalty: 1828.038818
	Iteration 55Q: 3 clusters Score -861371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -861377.500000 Penalty: 1828.038818
	Iteration 56Q: 3 clusters Score -861377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -861377.000000 Penalty: 1828.038818
	Iteration 57Q: 3 clusters Score -861377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -861377.562500 Penalty: 1828.038818
	Iteration 58Q: 3 clusters Score -861377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -861377.562500 Penalty: 1828.038818
	Iteration 59F: 3 clusters Score -861377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -182434.609375 Penalty: 781.117126
	Iteration 0F: 2 clusters Score -182434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -179676.500000 Penalty: 1562.234253
	Iteration 0F: 3 clusters Score -179676.5 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -180565.296875 Penalty: 1562.234253
	Iteration 1F: 3 clusters Score -180565.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -180810.359375 Penalty: 1562.234253
	Iteration 2F: 3 clusters Score -180810.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -181064.156250 Penalty: 1562.234253
	Iteration 3F: 3 clusters Score -181064.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -181334.406250 Penalty: 1562.234253
	Iteration 4F: 3 clusters Score -181334.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -181518.421875 Penalty: 1562.234253
	Iteration 5F: 3 clusters Score -181518.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -181627.250000 Penalty: 1562.234253
	Iteration 6Q: 3 clusters Score -181627.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -181727.453125 Penalty: 1562.234253
	Iteration 7Q: 3 clusters Score -181727.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -181839.515625 Penalty: 1562.234253
	Iteration 8Q: 3 clusters Score -181839.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -181931.843750 Penalty: 1562.234253
	Iteration 9Q: 3 clusters Score -181931.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -181997.031250 Penalty: 1562.234253
	Iteration 10Q: 3 clusters Score -181997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -182032.093750 Penalty: 1562.234253
	Iteration 11Q: 3 clusters Score -182032.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -182057.703125 Penalty: 1562.234253
	Iteration 12Q: 3 clusters Score -182057.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -182072.968750 Penalty: 1562.234253
	Iteration 13Q: 3 clusters Score -182073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -182082.234375 Penalty: 1562.234253
	Iteration 14Q: 3 clusters Score -182082.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -182091.828125 Penalty: 1562.234253
	Iteration 15Q: 3 clusters Score -182091.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -182102.328125 Penalty: 1562.234253
	Iteration 16Q: 3 clusters Score -182102.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -182108.734375 Penalty: 1562.234253
	Iteration 17Q: 3 clusters Score -182108.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -182117.796875 Penalty: 1562.234253
	Iteration 18Q: 3 clusters Score -182117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -182124.187500 Penalty: 1562.234253
	Iteration 19Q: 3 clusters Score -182124.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -182127.578125 Penalty: 1562.234253
	Iteration 20F: 3 clusters Score -182127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -182129.015625 Penalty: 1562.234253
	Iteration 21Q: 3 clusters Score -182129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -182131.328125 Penalty: 1562.234253
	Iteration 22Q: 3 clusters Score -182131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -182131.421875 Penalty: 1562.234253
	Iteration 23Q: 3 clusters Score -182131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -182132.515625 Penalty: 1562.234253
	Iteration 24Q: 3 clusters Score -182132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -182132.515625 Penalty: 1562.234253
	Iteration 25F: 3 clusters Score -182132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -143305.781250 Penalty: 762.393005
	Iteration 0F: 2 clusters Score -143305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -140985.250000 Penalty: 1524.786011
	Iteration 0F: 3 clusters Score -140985.2 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -141767.343750 Penalty: 1524.786011
	Iteration 1F: 3 clusters Score -141767.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -141996.156250 Penalty: 1524.786011
	Iteration 2F: 3 clusters Score -141996.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -142222.953125 Penalty: 1524.786011
	Iteration 3F: 3 clusters Score -142223 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -142443.765625 Penalty: 1524.786011
	Iteration 4F: 3 clusters Score -142443.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -142613.921875 Penalty: 1524.786011
	Iteration 5F: 3 clusters Score -142613.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -142711.359375 Penalty: 1524.786011
	Iteration 6Q: 3 clusters Score -142711.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -142768.671875 Penalty: 1524.786011
	Iteration 7Q: 3 clusters Score -142768.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -142794.781250 Penalty: 1524.786011
	Iteration 8Q: 3 clusters Score -142794.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -142815.109375 Penalty: 1524.786011
	Iteration 9Q: 3 clusters Score -142815.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -142833.703125 Penalty: 1524.786011
	Iteration 10Q: 3 clusters Score -142833.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -142841.609375 Penalty: 1524.786011
	Iteration 11Q: 3 clusters Score -142841.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -142854.359375 Penalty: 1524.786011
	Iteration 12Q: 3 clusters Score -142854.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -142863.171875 Penalty: 1524.786011
	Iteration 13Q: 3 clusters Score -142863.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -142869.890625 Penalty: 1524.786011
	Iteration 14Q: 3 clusters Score -142869.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -142875.250000 Penalty: 1524.786011
	Iteration 15Q: 3 clusters Score -142875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -142884.500000 Penalty: 1524.786011
	Iteration 16Q: 3 clusters Score -142884.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -142892.515625 Penalty: 1524.786011
	Iteration 17Q: 3 clusters Score -142892.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -142894.953125 Penalty: 1524.786011
	Iteration 18Q: 3 clusters Score -142895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -142896.546875 Penalty: 1524.786011
	Iteration 19Q: 3 clusters Score -142896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -142898.093750 Penalty: 1524.786011
	Iteration 20F: 3 clusters Score -142898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -142899.562500 Penalty: 1524.786011
	Iteration 21Q: 3 clusters Score -142899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -142899.562500 Penalty: 1524.786011
	Iteration 22F: 3 clusters Score -142899.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Entering Unmasked Estep 
Score: -371582.468750 Penalty: 843.258423
	Iteration 0F: 2 clusters Score -371582.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -366578.843750 Penalty: 1686.516846
	Iteration 0F: 3 clusters Score -366578.8 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -368377.750000 Penalty: 1686.516846
	Iteration 1F: 3 clusters Score -368377.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -368642.875000 Penalty: 1686.516846
	Iteration 2F: 3 clusters Score -368642.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -368863.937500 Penalty: 1686.516846
	Iteration 3F: 3 clusters Score -368863.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -369058.531250 Penalty: 1686.516846
	Iteration 4F: 3 clusters Score -369058.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -369251.406250 Penalty: 1686.516846
	Iteration 5Q: 3 clusters Score -369251.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -369431.656250 Penalty: 1686.516846
	Iteration 6Q: 3 clusters Score -369431.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -369584.656250 Penalty: 1686.516846
	Iteration 7Q: 3 clusters Score -369584.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -369699.812500 Penalty: 1686.516846
	Iteration 8Q: 3 clusters Score -369699.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -369817.843750 Penalty: 1686.516846
	Iteration 9Q: 3 clusters Score -369817.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -369921.500000 Penalty: 1686.516846
	Iteration 10Q: 3 clusters Score -369921.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -370012.718750 Penalty: 1686.516846
	Iteration 11Q: 3 clusters Score -370012.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -370100.281250 Penalty: 1686.516846
	Iteration 12Q: 3 clusters Score -370100.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -370174.875000 Penalty: 1686.516846
	Iteration 13Q: 3 clusters Score -370174.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -370243.906250 Penalty: 1686.516846
	Iteration 14Q: 3 clusters Score -370243.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -370307.968750 Penalty: 1686.516846
	Iteration 15Q: 3 clusters Score -370308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -370372.281250 Penalty: 1686.516846
	Iteration 16Q: 3 clusters Score -370372.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -370451.343750 Penalty: 1686.516846
	Iteration 17Q: 3 clusters Score -370451.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -370518.781250 Penalty: 1686.516846
	Iteration 18Q: 3 clusters Score -370518.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -370579.750000 Penalty: 1686.516846
	Iteration 19Q: 3 clusters Score -370579.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -370632.750000 Penalty: 1686.516846
	Iteration 20F: 3 clusters Score -370632.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -370668.875000 Penalty: 1686.516846
	Iteration 21Q: 3 clusters Score -370668.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -370711.343750 Penalty: 1686.516846
	Iteration 22Q: 3 clusters Score -370711.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -370751.156250 Penalty: 1686.516846
	Iteration 23Q: 3 clusters Score -370751.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -370794.062500 Penalty: 1686.516846
	Iteration 24Q: 3 clusters Score -370794.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -370834.750000 Penalty: 1686.516846
	Iteration 25Q: 3 clusters Score -370834.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -370896.187500 Penalty: 1686.516846
	Iteration 26Q: 3 clusters Score -370896.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -370959.093750 Penalty: 1686.516846
	Iteration 27Q: 3 clusters Score -370959.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -371017.875000 Penalty: 1686.516846
	Iteration 28Q: 3 clusters Score -371017.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -371063.937500 Penalty: 1686.516846
	Iteration 29Q: 3 clusters Score -371063.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -371088.312500 Penalty: 1686.516846
	Iteration 30Q: 3 clusters Score -371088.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -371102.093750 Penalty: 1686.516846
	Iteration 31Q: 3 clusters Score -371102.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -371118.718750 Penalty: 1686.516846
	Iteration 32Q: 3 clusters Score -371118.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -371126.718750 Penalty: 1686.516846
	Iteration 33Q: 3 clusters Score -371126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -371131.343750 Penalty: 1686.516846
	Iteration 34Q: 3 clusters Score -371131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -371137.093750 Penalty: 1686.516846
	Iteration 35Q: 3 clusters Score -371137.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -371140.875000 Penalty: 1686.516846
	Iteration 36Q: 3 clusters Score -371140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -371143.687500 Penalty: 1686.516846
	Iteration 37Q: 3 clusters Score -371143.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -371145.031250 Penalty: 1686.516846
	Iteration 38Q: 3 clusters Score -371145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -371146.375000 Penalty: 1686.516846
	Iteration 39Q: 3 clusters Score -371146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -371147.437500 Penalty: 1686.516846
	Iteration 40F: 3 clusters Score -371147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -371148.062500 Penalty: 1686.516846
	Iteration 41Q: 3 clusters Score -371148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -371148.593750 Penalty: 1686.516846
	Iteration 42Q: 3 clusters Score -371148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -371149.531250 Penalty: 1686.516846
	Iteration 43Q: 3 clusters Score -371149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -371150.687500 Penalty: 1686.516846
	Iteration 44Q: 3 clusters Score -371150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -371150.906250 Penalty: 1686.516846
	Iteration 45Q: 3 clusters Score -371150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -371154.125000 Penalty: 1686.516846
	Iteration 46Q: 3 clusters Score -371154.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -371157.593750 Penalty: 1686.516846
	Iteration 47Q: 3 clusters Score -371157.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -371157.593750 Penalty: 1686.516846
	Iteration 48F: 3 clusters Score -371157.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (137285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137285 members 
Entering Unmasked Estep 
Score: -7474634.500000 Penalty: 1123.832275
	Iteration 0F: 2 clusters Score -7474634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -7382209.500000 Penalty: 2247.664551
	Iteration 0F: 3 clusters Score -7382210 nChanged 66420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -7422019.000000 Penalty: 2247.664551
	Iteration 1F: 3 clusters Score -7422019 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -7423345.000000 Penalty: 2247.664551
	Iteration 2Q: 3 clusters Score -7423345 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -7425178.500000 Penalty: 2247.664551
	Iteration 3Q: 3 clusters Score -7425178 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -7427980.500000 Penalty: 2247.664551
	Iteration 4Q: 3 clusters Score -7427980 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -7432130.500000 Penalty: 2247.664551
	Iteration 5F: 3 clusters Score -7432130 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 98196 members 
Entering Unmasked Estep 
Score: -7438518.500000 Penalty: 2247.664551
	Iteration 6F: 3 clusters Score -7438518 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -7447161.500000 Penalty: 2247.664551
	Iteration 7F: 3 clusters Score -7447162 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 119150 members 
Entering Unmasked Estep 
Score: -7456931.000000 Penalty: 2247.664551
	Iteration 8F: 3 clusters Score -7456931 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 127424 members 
Entering Unmasked Estep 
Score: -7464979.500000 Penalty: 2247.664551
	Iteration 9F: 3 clusters Score -7464980 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 132415 members 
Entering Unmasked Estep 
Score: -7469869.000000 Penalty: 2247.664551
	Iteration 10Q: 3 clusters Score -7469869 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 134696 members 
Entering Unmasked Estep 
Score: -7472161.000000 Penalty: 2247.664551
	Iteration 11Q: 3 clusters Score -7472161 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 135568 members 
Entering Unmasked Estep 
Score: -7473084.000000 Penalty: 2247.664551
	Iteration 12Q: 3 clusters Score -7473084 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 135897 members 
Entering Unmasked Estep 
Score: -7473474.500000 Penalty: 2247.664551
	Iteration 13Q: 3 clusters Score -7473474 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 136059 members 
Entering Unmasked Estep 
Score: -7473663.500000 Penalty: 2247.664551
	Iteration 14Q: 3 clusters Score -7473664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 136176 members 
Entering Unmasked Estep 
Score: -7473779.000000 Penalty: 2247.664551
	Iteration 15Q: 3 clusters Score -7473779 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 136258 members 
Entering Unmasked Estep 
Score: -7473875.500000 Penalty: 2247.664551
	Iteration 16Q: 3 clusters Score -7473876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 136312 members 
Entering Unmasked Estep 
Score: -7473967.500000 Penalty: 2247.664551
	Iteration 17Q: 3 clusters Score -7473968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 136353 members 
Entering Unmasked Estep 
Score: -7474001.000000 Penalty: 2247.664551
	Iteration 18Q: 3 clusters Score -7474001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 136380 members 
Entering Unmasked Estep 
Score: -7474024.500000 Penalty: 2247.664551
	Iteration 19Q: 3 clusters Score -7474024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 136396 members 
Entering Unmasked Estep 
Score: -7474058.000000 Penalty: 2247.664551
	Iteration 20F: 3 clusters Score -7474058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 136408 members 
Entering Unmasked Estep 
Score: -7474083.500000 Penalty: 2247.664551
	Iteration 21Q: 3 clusters Score -7474084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 136426 members 
Entering Unmasked Estep 
Score: -7474096.000000 Penalty: 2247.664551
	Iteration 22Q: 3 clusters Score -7474096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 136444 members 
Entering Unmasked Estep 
Score: -7474117.000000 Penalty: 2247.664551
	Iteration 23Q: 3 clusters Score -7474117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 136458 members 
Entering Unmasked Estep 
Score: -7474113.500000 Penalty: 2247.664551
	Iteration 24Q: 3 clusters Score -7474114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -7474131.500000 Penalty: 2247.664551
	Iteration 25Q: 3 clusters Score -7474132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 136470 members 
Entering Unmasked Estep 
Score: -7474149.000000 Penalty: 2247.664551
	Iteration 26Q: 3 clusters Score -7474149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 136466 members 
Entering Unmasked Estep 
Score: -7474151.500000 Penalty: 2247.664551
	Iteration 27Q: 3 clusters Score -7474152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -7474144.500000 Penalty: 2247.664551
	Iteration 28Q: 3 clusters Score -7474144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 136463 members 
Entering Unmasked Estep 
Score: -7474160.000000 Penalty: 2247.664551
	Iteration 29Q: 3 clusters Score -7474160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -7474158.500000 Penalty: 2247.664551
	Iteration 30Q: 3 clusters Score -7474158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -7474168.000000 Penalty: 2247.664551
	Iteration 31Q: 3 clusters Score -7474168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 136463 members 
Entering Unmasked Estep 
Score: -7474172.000000 Penalty: 2247.664551
	Iteration 32Q: 3 clusters Score -7474172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 136460 members 
Entering Unmasked Estep 
Score: -7474171.500000 Penalty: 2247.664551
	Iteration 33Q: 3 clusters Score -7474172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -7474171.000000 Penalty: 2247.664551
	Iteration 34Q: 3 clusters Score -7474171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 136456 members 
Entering Unmasked Estep 
Score: -7474172.000000 Penalty: 2247.664551
	Iteration 35Q: 3 clusters Score -7474172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 136453 members 
Entering Unmasked Estep 
Score: -7474166.000000 Penalty: 2247.664551
	Iteration 36Q: 3 clusters Score -7474166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 136454 members 
Entering Unmasked Estep 
Score: -7474169.500000 Penalty: 2247.664551
	Iteration 37Q: 3 clusters Score -7474170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 136455 members 
Entering Unmasked Estep 
Score: -7474169.000000 Penalty: 2247.664551
	Iteration 38Q: 3 clusters Score -7474169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 136456 members 
Entering Unmasked Estep 
Score: -7474175.500000 Penalty: 2247.664551
	Iteration 39Q: 3 clusters Score -7474176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 136456 members 
Entering Unmasked Estep 
Score: -7474175.500000 Penalty: 2247.664551
	Iteration 40F: 3 clusters Score -7474176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -100245.117188 Penalty: 711.387878
	Iteration 0F: 2 clusters Score -100245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -98693.632812 Penalty: 1422.775757
	Iteration 0F: 3 clusters Score -98693.63 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -99124.398438 Penalty: 1422.775757
	Iteration 1F: 3 clusters Score -99124.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -99220.023438 Penalty: 1422.775757
	Iteration 2F: 3 clusters Score -99220.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -99280.750000 Penalty: 1422.775757
	Iteration 3Q: 3 clusters Score -99280.75 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -99335.593750 Penalty: 1422.775757
	Iteration 4Q: 3 clusters Score -99335.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -99391.804688 Penalty: 1422.775757
	Iteration 5Q: 3 clusters Score -99391.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -99441.093750 Penalty: 1422.775757
	Iteration 6Q: 3 clusters Score -99441.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -99496.195312 Penalty: 1422.775757
	Iteration 7Q: 3 clusters Score -99496.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -99532.101562 Penalty: 1422.775757
	Iteration 8Q: 3 clusters Score -99532.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -99558.945312 Penalty: 1422.775757
	Iteration 9Q: 3 clusters Score -99558.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -99580.273438 Penalty: 1422.775757
	Iteration 10Q: 3 clusters Score -99580.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -99592.562500 Penalty: 1422.775757
	Iteration 11Q: 3 clusters Score -99592.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -99600.500000 Penalty: 1422.775757
	Iteration 12Q: 3 clusters Score -99600.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -99605.007812 Penalty: 1422.775757
	Iteration 13Q: 3 clusters Score -99605.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -99608.929688 Penalty: 1422.775757
	Iteration 14Q: 3 clusters Score -99608.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -99610.765625 Penalty: 1422.775757
	Iteration 15Q: 3 clusters Score -99610.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -99612.898438 Penalty: 1422.775757
	Iteration 16Q: 3 clusters Score -99612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -99614.148438 Penalty: 1422.775757
	Iteration 17Q: 3 clusters Score -99614.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -99615.000000 Penalty: 1422.775757
	Iteration 18Q: 3 clusters Score -99615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -99615.640625 Penalty: 1422.775757
	Iteration 19Q: 3 clusters Score -99615.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -99615.851562 Penalty: 1422.775757
	Iteration 20F: 3 clusters Score -99615.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -99616.960938 Penalty: 1422.775757
	Iteration 21Q: 3 clusters Score -99616.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -99617.523438 Penalty: 1422.775757
	Iteration 22Q: 3 clusters Score -99617.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -99618.570312 Penalty: 1422.775757
	Iteration 23Q: 3 clusters Score -99618.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -99619.929688 Penalty: 1422.775757
	Iteration 24Q: 3 clusters Score -99619.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -99622.578125 Penalty: 1422.775757
	Iteration 25Q: 3 clusters Score -99622.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -99624.476562 Penalty: 1422.775757
	Iteration 26Q: 3 clusters Score -99624.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -99627.164062 Penalty: 1422.775757
	Iteration 27Q: 3 clusters Score -99627.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -99627.593750 Penalty: 1422.775757
	Iteration 28Q: 3 clusters Score -99627.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -99628.062500 Penalty: 1422.775757
	Iteration 29Q: 3 clusters Score -99628.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -99628.062500 Penalty: 1422.775757
	Iteration 30F: 3 clusters Score -99628.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Entering Unmasked Estep 
Score: -1836231.750000 Penalty: 977.605530
	Iteration 0F: 2 clusters Score -1836232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1816432.125000 Penalty: 1955.211060
	Iteration 0F: 3 clusters Score -1816432 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1824224.750000 Penalty: 1955.211060
	Iteration 1F: 3 clusters Score -1824225 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1824429.750000 Penalty: 1955.211060
	Iteration 2Q: 3 clusters Score -1824430 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1824633.250000 Penalty: 1955.211060
	Iteration 3Q: 3 clusters Score -1824633 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1824871.250000 Penalty: 1955.211060
	Iteration 4Q: 3 clusters Score -1824871 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1825176.125000 Penalty: 1955.211060
	Iteration 5Q: 3 clusters Score -1825176 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1825652.500000 Penalty: 1955.211060
	Iteration 6Q: 3 clusters Score -1825652 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1826421.000000 Penalty: 1955.211060
	Iteration 7Q: 3 clusters Score -1826421 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1827561.625000 Penalty: 1955.211060
	Iteration 8F: 3 clusters Score -1827562 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -1828965.375000 Penalty: 1955.211060
	Iteration 9F: 3 clusters Score -1828965 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1830195.875000 Penalty: 1955.211060
	Iteration 10F: 3 clusters Score -1830196 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -1830866.750000 Penalty: 1955.211060
	Iteration 11Q: 3 clusters Score -1830867 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -1831161.625000 Penalty: 1955.211060
	Iteration 12Q: 3 clusters Score -1831162 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -1831328.250000 Penalty: 1955.211060
	Iteration 13Q: 3 clusters Score -1831328 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1831479.500000 Penalty: 1955.211060
	Iteration 14Q: 3 clusters Score -1831480 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1831627.500000 Penalty: 1955.211060
	Iteration 15Q: 3 clusters Score -1831628 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -1831814.750000 Penalty: 1955.211060
	Iteration 16Q: 3 clusters Score -1831815 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -1832013.500000 Penalty: 1955.211060
	Iteration 17Q: 3 clusters Score -1832014 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -1832233.125000 Penalty: 1955.211060
	Iteration 18Q: 3 clusters Score -1832233 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -1832477.750000 Penalty: 1955.211060
	Iteration 19Q: 3 clusters Score -1832478 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -1832713.125000 Penalty: 1955.211060
	Iteration 20F: 3 clusters Score -1832713 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -1832985.250000 Penalty: 1955.211060
	Iteration 21Q: 3 clusters Score -1832985 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -1833244.000000 Penalty: 1955.211060
	Iteration 22Q: 3 clusters Score -1833244 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -1833449.000000 Penalty: 1955.211060
	Iteration 23Q: 3 clusters Score -1833449 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -1833672.375000 Penalty: 1955.211060
	Iteration 24Q: 3 clusters Score -1833672 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -1833906.875000 Penalty: 1955.211060
	Iteration 25Q: 3 clusters Score -1833907 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -1834119.750000 Penalty: 1955.211060
	Iteration 26Q: 3 clusters Score -1834120 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -1834326.250000 Penalty: 1955.211060
	Iteration 27Q: 3 clusters Score -1834326 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -1834540.875000 Penalty: 1955.211060
	Iteration 28Q: 3 clusters Score -1834541 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -1834700.000000 Penalty: 1955.211060
	Iteration 29Q: 3 clusters Score -1834700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -1834836.250000 Penalty: 1955.211060
	Iteration 30Q: 3 clusters Score -1834836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -1834972.000000 Penalty: 1955.211060
	Iteration 31Q: 3 clusters Score -1834972 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -1835098.250000 Penalty: 1955.211060
	Iteration 32Q: 3 clusters Score -1835098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -1835177.750000 Penalty: 1955.211060
	Iteration 33Q: 3 clusters Score -1835178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -1835230.250000 Penalty: 1955.211060
	Iteration 34Q: 3 clusters Score -1835230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -1835274.875000 Penalty: 1955.211060
	Iteration 35Q: 3 clusters Score -1835275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -1835298.875000 Penalty: 1955.211060
	Iteration 36Q: 3 clusters Score -1835299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -1835323.875000 Penalty: 1955.211060
	Iteration 37Q: 3 clusters Score -1835324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -1835336.750000 Penalty: 1955.211060
	Iteration 38Q: 3 clusters Score -1835337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -1835350.125000 Penalty: 1955.211060
	Iteration 39Q: 3 clusters Score -1835350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -1835356.875000 Penalty: 1955.211060
	Iteration 40F: 3 clusters Score -1835357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -1835367.375000 Penalty: 1955.211060
	Iteration 41Q: 3 clusters Score -1835367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -1835370.250000 Penalty: 1955.211060
	Iteration 42Q: 3 clusters Score -1835370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -1835371.500000 Penalty: 1955.211060
	Iteration 43Q: 3 clusters Score -1835372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -1835373.500000 Penalty: 1955.211060
	Iteration 44Q: 3 clusters Score -1835374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -1835373.625000 Penalty: 1955.211060
	Iteration 45Q: 3 clusters Score -1835374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -1835376.500000 Penalty: 1955.211060
	Iteration 46Q: 3 clusters Score -1835376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -1835376.500000 Penalty: 1955.211060
	Iteration 47F: 3 clusters Score -1835376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Entering Unmasked Estep 
Score: -1266013.500000 Penalty: 956.780334
	Iteration 0F: 2 clusters Score -1266014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1250225.250000 Penalty: 1913.560669
	Iteration 0F: 3 clusters Score -1250225 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1256561.500000 Penalty: 1913.560669
	Iteration 1F: 3 clusters Score -1256562 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1257204.000000 Penalty: 1913.560669
	Iteration 2F: 3 clusters Score -1257204 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1257985.500000 Penalty: 1913.560669
	Iteration 3F: 3 clusters Score -1257986 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1258955.500000 Penalty: 1913.560669
	Iteration 4F: 3 clusters Score -1258956 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1259919.625000 Penalty: 1913.560669
	Iteration 5F: 3 clusters Score -1259920 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1260810.250000 Penalty: 1913.560669
	Iteration 6F: 3 clusters Score -1260810 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1261707.625000 Penalty: 1913.560669
	Iteration 7F: 3 clusters Score -1261708 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1262504.750000 Penalty: 1913.560669
	Iteration 8F: 3 clusters Score -1262505 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1263105.125000 Penalty: 1913.560669
	Iteration 9Q: 3 clusters Score -1263105 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1263436.625000 Penalty: 1913.560669
	Iteration 10Q: 3 clusters Score -1263437 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1263605.625000 Penalty: 1913.560669
	Iteration 11Q: 3 clusters Score -1263606 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1263694.000000 Penalty: 1913.560669
	Iteration 12Q: 3 clusters Score -1263694 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1263752.500000 Penalty: 1913.560669
	Iteration 13Q: 3 clusters Score -1263752 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1263796.875000 Penalty: 1913.560669
	Iteration 14Q: 3 clusters Score -1263797 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1263840.125000 Penalty: 1913.560669
	Iteration 15Q: 3 clusters Score -1263840 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1263877.875000 Penalty: 1913.560669
	Iteration 16Q: 3 clusters Score -1263878 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1263910.625000 Penalty: 1913.560669
	Iteration 17Q: 3 clusters Score -1263911 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1263935.250000 Penalty: 1913.560669
	Iteration 18Q: 3 clusters Score -1263935 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1263965.500000 Penalty: 1913.560669
	Iteration 19Q: 3 clusters Score -1263966 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1263991.000000 Penalty: 1913.560669
	Iteration 20F: 3 clusters Score -1263991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1264009.750000 Penalty: 1913.560669
	Iteration 21Q: 3 clusters Score -1264010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1264027.750000 Penalty: 1913.560669
	Iteration 22Q: 3 clusters Score -1264028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1264043.500000 Penalty: 1913.560669
	Iteration 23Q: 3 clusters Score -1264044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1264056.125000 Penalty: 1913.560669
	Iteration 24Q: 3 clusters Score -1264056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1264068.750000 Penalty: 1913.560669
	Iteration 25Q: 3 clusters Score -1264069 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1264084.375000 Penalty: 1913.560669
	Iteration 26Q: 3 clusters Score -1264084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1264087.875000 Penalty: 1913.560669
	Iteration 27Q: 3 clusters Score -1264088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1264093.125000 Penalty: 1913.560669
	Iteration 28Q: 3 clusters Score -1264093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1264101.250000 Penalty: 1913.560669
	Iteration 29Q: 3 clusters Score -1264101 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1264103.750000 Penalty: 1913.560669
	Iteration 30Q: 3 clusters Score -1264104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1264110.750000 Penalty: 1913.560669
	Iteration 31Q: 3 clusters Score -1264111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1264119.750000 Penalty: 1913.560669
	Iteration 32Q: 3 clusters Score -1264120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1264121.375000 Penalty: 1913.560669
	Iteration 33Q: 3 clusters Score -1264121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1264126.000000 Penalty: 1913.560669
	Iteration 34Q: 3 clusters Score -1264126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1264129.750000 Penalty: 1913.560669
	Iteration 35Q: 3 clusters Score -1264130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1264134.875000 Penalty: 1913.560669
	Iteration 36Q: 3 clusters Score -1264135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1264135.375000 Penalty: 1913.560669
	Iteration 37Q: 3 clusters Score -1264135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1264137.375000 Penalty: 1913.560669
	Iteration 38Q: 3 clusters Score -1264137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1264141.125000 Penalty: 1913.560669
	Iteration 39Q: 3 clusters Score -1264141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1264148.875000 Penalty: 1913.560669
	Iteration 40F: 3 clusters Score -1264149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1264159.125000 Penalty: 1913.560669
	Iteration 41Q: 3 clusters Score -1264159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1264165.375000 Penalty: 1913.560669
	Iteration 42Q: 3 clusters Score -1264165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1264170.500000 Penalty: 1913.560669
	Iteration 43Q: 3 clusters Score -1264170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1264172.625000 Penalty: 1913.560669
	Iteration 44Q: 3 clusters Score -1264173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1264183.750000 Penalty: 1913.560669
	Iteration 45Q: 3 clusters Score -1264184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1264194.625000 Penalty: 1913.560669
	Iteration 46Q: 3 clusters Score -1264195 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1264202.000000 Penalty: 1913.560669
	Iteration 47Q: 3 clusters Score -1264202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1264222.000000 Penalty: 1913.560669
	Iteration 48Q: 3 clusters Score -1264222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1264228.000000 Penalty: 1913.560669
	Iteration 49Q: 3 clusters Score -1264228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1264240.125000 Penalty: 1913.560669
	Iteration 50Q: 3 clusters Score -1264240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1264255.750000 Penalty: 1913.560669
	Iteration 51Q: 3 clusters Score -1264256 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1264275.750000 Penalty: 1913.560669
	Iteration 52Q: 3 clusters Score -1264276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1264288.875000 Penalty: 1913.560669
	Iteration 53Q: 3 clusters Score -1264289 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1264311.000000 Penalty: 1913.560669
	Iteration 54Q: 3 clusters Score -1264311 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1264338.000000 Penalty: 1913.560669
	Iteration 55Q: 3 clusters Score -1264338 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1264358.000000 Penalty: 1913.560669
	Iteration 56Q: 3 clusters Score -1264358 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1264374.500000 Penalty: 1913.560669
	Iteration 57Q: 3 clusters Score -1264374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1264389.625000 Penalty: 1913.560669
	Iteration 58Q: 3 clusters Score -1264390 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1264404.375000 Penalty: 1913.560669
	Iteration 59Q: 3 clusters Score -1264404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1264420.250000 Penalty: 1913.560669
	Iteration 60F: 3 clusters Score -1264420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1264436.125000 Penalty: 1913.560669
	Iteration 61Q: 3 clusters Score -1264436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1264460.750000 Penalty: 1913.560669
	Iteration 62Q: 3 clusters Score -1264461 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1264479.375000 Penalty: 1913.560669
	Iteration 63Q: 3 clusters Score -1264479 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1264490.250000 Penalty: 1913.560669
	Iteration 64Q: 3 clusters Score -1264490 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1264503.750000 Penalty: 1913.560669
	Iteration 65Q: 3 clusters Score -1264504 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1264510.875000 Penalty: 1913.560669
	Iteration 66Q: 3 clusters Score -1264511 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1264525.250000 Penalty: 1913.560669
	Iteration 67Q: 3 clusters Score -1264525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1264539.750000 Penalty: 1913.560669
	Iteration 68Q: 3 clusters Score -1264540 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1264548.250000 Penalty: 1913.560669
	Iteration 69Q: 3 clusters Score -1264548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1264572.875000 Penalty: 1913.560669
	Iteration 70Q: 3 clusters Score -1264573 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1264589.875000 Penalty: 1913.560669
	Iteration 71Q: 3 clusters Score -1264590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1264613.750000 Penalty: 1913.560669
	Iteration 72Q: 3 clusters Score -1264614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1264644.250000 Penalty: 1913.560669
	Iteration 73Q: 3 clusters Score -1264644 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1264667.875000 Penalty: 1913.560669
	Iteration 74Q: 3 clusters Score -1264668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1264688.250000 Penalty: 1913.560669
	Iteration 75Q: 3 clusters Score -1264688 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1264704.125000 Penalty: 1913.560669
	Iteration 76Q: 3 clusters Score -1264704 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1264729.375000 Penalty: 1913.560669
	Iteration 77Q: 3 clusters Score -1264729 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1264751.750000 Penalty: 1913.560669
	Iteration 78Q: 3 clusters Score -1264752 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1264785.125000 Penalty: 1913.560669
	Iteration 79Q: 3 clusters Score -1264785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1264816.000000 Penalty: 1913.560669
	Iteration 80F: 3 clusters Score -1264816 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1264841.375000 Penalty: 1913.560669
	Iteration 81Q: 3 clusters Score -1264841 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1264874.000000 Penalty: 1913.560669
	Iteration 82Q: 3 clusters Score -1264874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1264909.750000 Penalty: 1913.560669
	Iteration 83Q: 3 clusters Score -1264910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1264935.375000 Penalty: 1913.560669
	Iteration 84Q: 3 clusters Score -1264935 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1264958.875000 Penalty: 1913.560669
	Iteration 85Q: 3 clusters Score -1264959 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1264988.750000 Penalty: 1913.560669
	Iteration 86Q: 3 clusters Score -1264989 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1265023.875000 Penalty: 1913.560669
	Iteration 87Q: 3 clusters Score -1265024 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1265053.000000 Penalty: 1913.560669
	Iteration 88Q: 3 clusters Score -1265053 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1265097.000000 Penalty: 1913.560669
	Iteration 89Q: 3 clusters Score -1265097 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1265118.125000 Penalty: 1913.560669
	Iteration 90Q: 3 clusters Score -1265118 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1265140.625000 Penalty: 1913.560669
	Iteration 91Q: 3 clusters Score -1265141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1265160.500000 Penalty: 1913.560669
	Iteration 92Q: 3 clusters Score -1265160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1265181.250000 Penalty: 1913.560669
	Iteration 93Q: 3 clusters Score -1265181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1265204.375000 Penalty: 1913.560669
	Iteration 94Q: 3 clusters Score -1265204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1265228.125000 Penalty: 1913.560669
	Iteration 95Q: 3 clusters Score -1265228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1265245.500000 Penalty: 1913.560669
	Iteration 96Q: 3 clusters Score -1265246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1265270.250000 Penalty: 1913.560669
	Iteration 97Q: 3 clusters Score -1265270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1265308.125000 Penalty: 1913.560669
	Iteration 98Q: 3 clusters Score -1265308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1265342.750000 Penalty: 1913.560669
	Iteration 99Q: 3 clusters Score -1265343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1265377.750000 Penalty: 1913.560669
	Iteration 100F: 3 clusters Score -1265378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1265414.375000 Penalty: 1913.560669
	Iteration 101Q: 3 clusters Score -1265414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1265436.375000 Penalty: 1913.560669
	Iteration 102Q: 3 clusters Score -1265436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1265476.250000 Penalty: 1913.560669
	Iteration 103Q: 3 clusters Score -1265476 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1265518.125000 Penalty: 1913.560669
	Iteration 104Q: 3 clusters Score -1265518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1265546.125000 Penalty: 1913.560669
	Iteration 105Q: 3 clusters Score -1265546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1265569.750000 Penalty: 1913.560669
	Iteration 106Q: 3 clusters Score -1265570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1265594.375000 Penalty: 1913.560669
	Iteration 107Q: 3 clusters Score -1265594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1265611.250000 Penalty: 1913.560669
	Iteration 108Q: 3 clusters Score -1265611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1265631.000000 Penalty: 1913.560669
	Iteration 109Q: 3 clusters Score -1265631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1265640.625000 Penalty: 1913.560669
	Iteration 110Q: 3 clusters Score -1265641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1265655.250000 Penalty: 1913.560669
	Iteration 111Q: 3 clusters Score -1265655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1265667.375000 Penalty: 1913.560669
	Iteration 112Q: 3 clusters Score -1265667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1265679.875000 Penalty: 1913.560669
	Iteration 113Q: 3 clusters Score -1265680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1265692.625000 Penalty: 1913.560669
	Iteration 114Q: 3 clusters Score -1265693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1265709.375000 Penalty: 1913.560669
	Iteration 115Q: 3 clusters Score -1265709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1265724.750000 Penalty: 1913.560669
	Iteration 116Q: 3 clusters Score -1265725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1265755.000000 Penalty: 1913.560669
	Iteration 117Q: 3 clusters Score -1265755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1265775.875000 Penalty: 1913.560669
	Iteration 118Q: 3 clusters Score -1265776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1265789.000000 Penalty: 1913.560669
	Iteration 119Q: 3 clusters Score -1265789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1265797.250000 Penalty: 1913.560669
	Iteration 120F: 3 clusters Score -1265797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1265801.125000 Penalty: 1913.560669
	Iteration 121Q: 3 clusters Score -1265801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1265800.750000 Penalty: 1913.560669
	Iteration 122Q: 3 clusters Score -1265801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1265800.250000 Penalty: 1913.560669
	Iteration 123Q: 3 clusters Score -1265800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1265800.250000 Penalty: 1913.560669
	Iteration 124F: 3 clusters Score -1265800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Entering Unmasked Estep 
Score: -704765.312500 Penalty: 900.424377
	Iteration 0F: 2 clusters Score -704765.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -696056.187500 Penalty: 1800.848755
	Iteration 0F: 3 clusters Score -696056.2 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -699188.875000 Penalty: 1800.848755
	Iteration 1F: 3 clusters Score -699188.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -699419.500000 Penalty: 1800.848755
	Iteration 2Q: 3 clusters Score -699419.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -699645.687500 Penalty: 1800.848755
	Iteration 3Q: 3 clusters Score -699645.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -699824.687500 Penalty: 1800.848755
	Iteration 4Q: 3 clusters Score -699824.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -699994.625000 Penalty: 1800.848755
	Iteration 5Q: 3 clusters Score -699994.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -700178.812500 Penalty: 1800.848755
	Iteration 6Q: 3 clusters Score -700178.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -700405.750000 Penalty: 1800.848755
	Iteration 7Q: 3 clusters Score -700405.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -700685.500000 Penalty: 1800.848755
	Iteration 8Q: 3 clusters Score -700685.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -701022.875000 Penalty: 1800.848755
	Iteration 9Q: 3 clusters Score -701022.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -701457.312500 Penalty: 1800.848755
	Iteration 10F: 3 clusters Score -701457.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -701951.500000 Penalty: 1800.848755
	Iteration 11F: 3 clusters Score -701951.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -702516.437500 Penalty: 1800.848755
	Iteration 12F: 3 clusters Score -702516.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -703012.625000 Penalty: 1800.848755
	Iteration 13Q: 3 clusters Score -703012.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -703372.687500 Penalty: 1800.848755
	Iteration 14Q: 3 clusters Score -703372.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -703590.625000 Penalty: 1800.848755
	Iteration 15Q: 3 clusters Score -703590.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -703730.437500 Penalty: 1800.848755
	Iteration 16Q: 3 clusters Score -703730.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -703816.375000 Penalty: 1800.848755
	Iteration 17Q: 3 clusters Score -703816.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -703893.312500 Penalty: 1800.848755
	Iteration 18Q: 3 clusters Score -703893.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -703957.375000 Penalty: 1800.848755
	Iteration 19Q: 3 clusters Score -703957.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -704009.000000 Penalty: 1800.848755
	Iteration 20F: 3 clusters Score -704009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -704024.687500 Penalty: 1800.848755
	Iteration 21Q: 3 clusters Score -704024.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -704037.562500 Penalty: 1800.848755
	Iteration 22Q: 3 clusters Score -704037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -704039.937500 Penalty: 1800.848755
	Iteration 23Q: 3 clusters Score -704039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -704046.687500 Penalty: 1800.848755
	Iteration 24Q: 3 clusters Score -704046.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -704050.187500 Penalty: 1800.848755
	Iteration 25Q: 3 clusters Score -704050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -704056.500000 Penalty: 1800.848755
	Iteration 26Q: 3 clusters Score -704056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -704061.812500 Penalty: 1800.848755
	Iteration 27Q: 3 clusters Score -704061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -704067.125000 Penalty: 1800.848755
	Iteration 28Q: 3 clusters Score -704067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -704070.437500 Penalty: 1800.848755
	Iteration 29Q: 3 clusters Score -704070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -704073.312500 Penalty: 1800.848755
	Iteration 30Q: 3 clusters Score -704073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -704073.312500 Penalty: 1800.848755
	Iteration 31Q: 3 clusters Score -704073.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -704073.687500 Penalty: 1800.848755
	Iteration 32Q: 3 clusters Score -704073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -704075.562500 Penalty: 1800.848755
	Iteration 33Q: 3 clusters Score -704075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -704077.562500 Penalty: 1800.848755
	Iteration 34Q: 3 clusters Score -704077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -704077.562500 Penalty: 1800.848755
	Iteration 35F: 3 clusters Score -704077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -180242.343750 Penalty: 765.089050
	Iteration 0F: 2 clusters Score -180242.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -177771.390625 Penalty: 1530.178101
	Iteration 0F: 3 clusters Score -177771.4 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -178460.703125 Penalty: 1530.178101
	Iteration 1F: 3 clusters Score -178460.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -178559.968750 Penalty: 1530.178101
	Iteration 2F: 3 clusters Score -178560 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -178640.562500 Penalty: 1530.178101
	Iteration 3Q: 3 clusters Score -178640.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -178699.375000 Penalty: 1530.178101
	Iteration 4Q: 3 clusters Score -178699.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -178756.046875 Penalty: 1530.178101
	Iteration 5Q: 3 clusters Score -178756 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -178802.218750 Penalty: 1530.178101
	Iteration 6Q: 3 clusters Score -178802.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -178836.281250 Penalty: 1530.178101
	Iteration 7Q: 3 clusters Score -178836.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -178870.875000 Penalty: 1530.178101
	Iteration 8Q: 3 clusters Score -178870.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -178919.062500 Penalty: 1530.178101
	Iteration 9Q: 3 clusters Score -178919.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -178964.328125 Penalty: 1530.178101
	Iteration 10Q: 3 clusters Score -178964.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179015.375000 Penalty: 1530.178101
	Iteration 11Q: 3 clusters Score -179015.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -179069.437500 Penalty: 1530.178101
	Iteration 12Q: 3 clusters Score -179069.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -179139.156250 Penalty: 1530.178101
	Iteration 13Q: 3 clusters Score -179139.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -179201.656250 Penalty: 1530.178101
	Iteration 14Q: 3 clusters Score -179201.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -179258.453125 Penalty: 1530.178101
	Iteration 15Q: 3 clusters Score -179258.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -179304.281250 Penalty: 1530.178101
	Iteration 16Q: 3 clusters Score -179304.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -179348.125000 Penalty: 1530.178101
	Iteration 17Q: 3 clusters Score -179348.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -179381.328125 Penalty: 1530.178101
	Iteration 18Q: 3 clusters Score -179381.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -179404.578125 Penalty: 1530.178101
	Iteration 19Q: 3 clusters Score -179404.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -179419.093750 Penalty: 1530.178101
	Iteration 20F: 3 clusters Score -179419.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -179443.234375 Penalty: 1530.178101
	Iteration 21Q: 3 clusters Score -179443.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -179459.328125 Penalty: 1530.178101
	Iteration 22Q: 3 clusters Score -179459.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -179472.468750 Penalty: 1530.178101
	Iteration 23Q: 3 clusters Score -179472.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -179482.156250 Penalty: 1530.178101
	Iteration 24Q: 3 clusters Score -179482.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -179489.421875 Penalty: 1530.178101
	Iteration 25Q: 3 clusters Score -179489.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -179498.593750 Penalty: 1530.178101
	Iteration 26Q: 3 clusters Score -179498.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -179515.140625 Penalty: 1530.178101
	Iteration 27Q: 3 clusters Score -179515.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -179528.453125 Penalty: 1530.178101
	Iteration 28Q: 3 clusters Score -179528.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -179531.796875 Penalty: 1530.178101
	Iteration 29Q: 3 clusters Score -179531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -179534.671875 Penalty: 1530.178101
	Iteration 30Q: 3 clusters Score -179534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -179538.796875 Penalty: 1530.178101
	Iteration 31Q: 3 clusters Score -179538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -179547.218750 Penalty: 1530.178101
	Iteration 32Q: 3 clusters Score -179547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -179550.046875 Penalty: 1530.178101
	Iteration 33Q: 3 clusters Score -179550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -179551.375000 Penalty: 1530.178101
	Iteration 34Q: 3 clusters Score -179551.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -179551.640625 Penalty: 1530.178101
	Iteration 35Q: 3 clusters Score -179551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -179551.640625 Penalty: 1530.178101
	Iteration 36F: 3 clusters Score -179551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -94060.945312 Penalty: 710.908203
	Iteration 0F: 2 clusters Score -94060.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -92529.609375 Penalty: 1421.816406
	Iteration 0F: 3 clusters Score -92529.61 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -92898.289062 Penalty: 1421.816406
	Iteration 1F: 3 clusters Score -92898.29 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -92988.250000 Penalty: 1421.816406
	Iteration 2F: 3 clusters Score -92988.25 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93041.812500 Penalty: 1421.816406
	Iteration 3F: 3 clusters Score -93041.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -93087.000000 Penalty: 1421.816406
	Iteration 4Q: 3 clusters Score -93087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93124.523438 Penalty: 1421.816406
	Iteration 5Q: 3 clusters Score -93124.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93161.320312 Penalty: 1421.816406
	Iteration 6Q: 3 clusters Score -93161.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -93200.062500 Penalty: 1421.816406
	Iteration 7Q: 3 clusters Score -93200.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93236.882812 Penalty: 1421.816406
	Iteration 8Q: 3 clusters Score -93236.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93272.726562 Penalty: 1421.816406
	Iteration 9Q: 3 clusters Score -93272.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93289.695312 Penalty: 1421.816406
	Iteration 10Q: 3 clusters Score -93289.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -93302.406250 Penalty: 1421.816406
	Iteration 11Q: 3 clusters Score -93302.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -93316.257812 Penalty: 1421.816406
	Iteration 12Q: 3 clusters Score -93316.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93330.906250 Penalty: 1421.816406
	Iteration 13Q: 3 clusters Score -93330.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93340.312500 Penalty: 1421.816406
	Iteration 14Q: 3 clusters Score -93340.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93349.242188 Penalty: 1421.816406
	Iteration 15Q: 3 clusters Score -93349.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93356.984375 Penalty: 1421.816406
	Iteration 16Q: 3 clusters Score -93356.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93364.304688 Penalty: 1421.816406
	Iteration 17Q: 3 clusters Score -93364.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93369.117188 Penalty: 1421.816406
	Iteration 18Q: 3 clusters Score -93369.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93373.375000 Penalty: 1421.816406
	Iteration 19Q: 3 clusters Score -93373.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -93378.312500 Penalty: 1421.816406
	Iteration 20F: 3 clusters Score -93378.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93382.484375 Penalty: 1421.816406
	Iteration 21Q: 3 clusters Score -93382.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -93386.718750 Penalty: 1421.816406
	Iteration 22Q: 3 clusters Score -93386.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -93387.976562 Penalty: 1421.816406
	Iteration 23Q: 3 clusters Score -93387.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93390.335938 Penalty: 1421.816406
	Iteration 24Q: 3 clusters Score -93390.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93390.796875 Penalty: 1421.816406
	Iteration 25Q: 3 clusters Score -93390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93390.796875 Penalty: 1421.816406
	Iteration 26F: 3 clusters Score -93390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Entering Unmasked Estep 
Score: -277127.937500 Penalty: 801.377136
	Iteration 0F: 2 clusters Score -277127.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -273746.468750 Penalty: 1602.754272
	Iteration 0F: 3 clusters Score -273746.5 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -274763.531250 Penalty: 1602.754272
	Iteration 1F: 3 clusters Score -274763.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -274890.562500 Penalty: 1602.754272
	Iteration 2F: 3 clusters Score -274890.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -275017.468750 Penalty: 1602.754272
	Iteration 3F: 3 clusters Score -275017.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -275157.781250 Penalty: 1602.754272
	Iteration 4F: 3 clusters Score -275157.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -275296.281250 Penalty: 1602.754272
	Iteration 5F: 3 clusters Score -275296.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -275449.781250 Penalty: 1602.754272
	Iteration 6F: 3 clusters Score -275449.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -275600.656250 Penalty: 1602.754272
	Iteration 7F: 3 clusters Score -275600.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -275757.968750 Penalty: 1602.754272
	Iteration 8Q: 3 clusters Score -275758 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -275944.093750 Penalty: 1602.754272
	Iteration 9Q: 3 clusters Score -275944.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -276114.531250 Penalty: 1602.754272
	Iteration 10Q: 3 clusters Score -276114.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -276211.906250 Penalty: 1602.754272
	Iteration 11Q: 3 clusters Score -276211.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -276285.312500 Penalty: 1602.754272
	Iteration 12Q: 3 clusters Score -276285.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -276339.781250 Penalty: 1602.754272
	Iteration 13Q: 3 clusters Score -276339.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -276361.343750 Penalty: 1602.754272
	Iteration 14Q: 3 clusters Score -276361.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -276371.750000 Penalty: 1602.754272
	Iteration 15Q: 3 clusters Score -276371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -276375.781250 Penalty: 1602.754272
	Iteration 16Q: 3 clusters Score -276375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -276380.062500 Penalty: 1602.754272
	Iteration 17Q: 3 clusters Score -276380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -276383.156250 Penalty: 1602.754272
	Iteration 18Q: 3 clusters Score -276383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -276391.906250 Penalty: 1602.754272
	Iteration 19Q: 3 clusters Score -276391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -276399.281250 Penalty: 1602.754272
	Iteration 20F: 3 clusters Score -276399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -276405.281250 Penalty: 1602.754272
	Iteration 21Q: 3 clusters Score -276405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -276406.406250 Penalty: 1602.754272
	Iteration 22Q: 3 clusters Score -276406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -276408.500000 Penalty: 1602.754272
	Iteration 23Q: 3 clusters Score -276408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -276409.781250 Penalty: 1602.754272
	Iteration 24Q: 3 clusters Score -276409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -276409.781250 Penalty: 1602.754272
	Iteration 25F: 3 clusters Score -276409.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (291820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291820 members 
Entering Unmasked Estep 
Score: -15983387.000000 Penalty: 1195.469849
	Iteration 0F: 2 clusters Score -1.598339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146240 members 
Mstep: Class 2 contains 145580 members 
Entering Unmasked Estep 
Score: -15789928.000000 Penalty: 2390.939697
	Iteration 0F: 3 clusters Score -1.578993e+07 nChanged 143014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 138130 members 
Entering Unmasked Estep 
Score: -15876416.000000 Penalty: 2390.939697
	Iteration 1F: 3 clusters Score -1.587642e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158962 members 
Mstep: Class 2 contains 132858 members 
Entering Unmasked Estep 
Score: -15878970.000000 Penalty: 2390.939697
	Iteration 2Q: 3 clusters Score -1.587897e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167564 members 
Mstep: Class 2 contains 124256 members 
Entering Unmasked Estep 
Score: -15883598.000000 Penalty: 2390.939697
	Iteration 3Q: 3 clusters Score -1.58836e+07 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180941 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -15891485.000000 Penalty: 2390.939697
	Iteration 4F: 3 clusters Score -1.589148e+07 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200085 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -15905021.000000 Penalty: 2390.939697
	Iteration 5F: 3 clusters Score -1.590502e+07 nChanged 24694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224147 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -15924480.000000 Penalty: 2390.939697
	Iteration 6F: 3 clusters Score -1.592448e+07 nChanged 25191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248928 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -15946103.000000 Penalty: 2390.939697
	Iteration 7F: 3 clusters Score -1.59461e+07 nChanged 19979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268681 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -15964053.000000 Penalty: 2390.939697
	Iteration 8F: 3 clusters Score -1.596405e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280611 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -15974525.000000 Penalty: 2390.939697
	Iteration 9Q: 3 clusters Score -1.597452e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286426 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -15979479.000000 Penalty: 2390.939697
	Iteration 10Q: 3 clusters Score -1.597948e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288864 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -15981417.000000 Penalty: 2390.939697
	Iteration 11Q: 3 clusters Score -1.598142e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289771 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -15982264.000000 Penalty: 2390.939697
	Iteration 12Q: 3 clusters Score -1.598226e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290073 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15982623.000000 Penalty: 2390.939697
	Iteration 13Q: 3 clusters Score -1.598262e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290188 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15982817.000000 Penalty: 2390.939697
	Iteration 14Q: 3 clusters Score -1.598282e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290258 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15982976.000000 Penalty: 2390.939697
	Iteration 15Q: 3 clusters Score -1.598298e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290296 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -15983083.000000 Penalty: 2390.939697
	Iteration 16Q: 3 clusters Score -1.598308e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290296 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -15983094.000000 Penalty: 2390.939697
	Iteration 17Q: 3 clusters Score -1.598309e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290312 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -15983117.000000 Penalty: 2390.939697
	Iteration 18Q: 3 clusters Score -1.598312e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290336 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -15983163.000000 Penalty: 2390.939697
	Iteration 19Q: 3 clusters Score -1.598316e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290345 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15983230.000000 Penalty: 2390.939697
	Iteration 20F: 3 clusters Score -1.598323e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290341 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15983277.000000 Penalty: 2390.939697
	Iteration 21Q: 3 clusters Score -1.598328e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290361 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -15983404.000000 Penalty: 2390.939697
	Iteration 22Q: 3 clusters Score -1.59834e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290363 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15983586.000000 Penalty: 2390.939697
	Iteration 23Q: 3 clusters Score -1.598359e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290337 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15983796.000000 Penalty: 2390.939697
	Iteration 24Q: 3 clusters Score -1.59838e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290287 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15983861.000000 Penalty: 2390.939697
	Iteration 25Q: 3 clusters Score -1.598386e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290233 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -15983901.000000 Penalty: 2390.939697
	Iteration 26Q: 3 clusters Score -1.59839e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290191 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -15983930.000000 Penalty: 2390.939697
	Iteration 27Q: 3 clusters Score -1.598393e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290156 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -15983943.000000 Penalty: 2390.939697
	Iteration 28Q: 3 clusters Score -1.598394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290131 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15983960.000000 Penalty: 2390.939697
	Iteration 29Q: 3 clusters Score -1.598396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290113 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15983977.000000 Penalty: 2390.939697
	Iteration 30Q: 3 clusters Score -1.598398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290105 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -15983967.000000 Penalty: 2390.939697
	Iteration 31Q: 3 clusters Score -1.598397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290101 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -15983973.000000 Penalty: 2390.939697
	Iteration 32Q: 3 clusters Score -1.598397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290095 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -15983972.000000 Penalty: 2390.939697
	Iteration 33Q: 3 clusters Score -1.598397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290088 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -15983965.000000 Penalty: 2390.939697
	Iteration 34Q: 3 clusters Score -1.598396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290081 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -15983970.000000 Penalty: 2390.939697
	Iteration 35Q: 3 clusters Score -1.598397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290077 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -15983971.000000 Penalty: 2390.939697
	Iteration 36Q: 3 clusters Score -1.598397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290072 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -15983966.000000 Penalty: 2390.939697
	Iteration 37Q: 3 clusters Score -1.598397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290071 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -15983961.000000 Penalty: 2390.939697
	Iteration 38Q: 3 clusters Score -1.598396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290067 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -15983975.000000 Penalty: 2390.939697
	Iteration 39Q: 3 clusters Score -1.598398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290063 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -15983968.000000 Penalty: 2390.939697
	Iteration 40F: 3 clusters Score -1.598397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290061 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -15983979.000000 Penalty: 2390.939697
	Iteration 41Q: 3 clusters Score -1.598398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290058 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -15983976.000000 Penalty: 2390.939697
	Iteration 42Q: 3 clusters Score -1.598398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290055 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -15983971.000000 Penalty: 2390.939697
	Iteration 43Q: 3 clusters Score -1.598397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290052 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -15983976.000000 Penalty: 2390.939697
	Iteration 44Q: 3 clusters Score -1.598398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290047 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -15983980.000000 Penalty: 2390.939697
	Iteration 45Q: 3 clusters Score -1.598398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290039 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -15983976.000000 Penalty: 2390.939697
	Iteration 46Q: 3 clusters Score -1.598398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290035 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -15983978.000000 Penalty: 2390.939697
	Iteration 47Q: 3 clusters Score -1.598398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290029 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15983979.000000 Penalty: 2390.939697
	Iteration 48Q: 3 clusters Score -1.598398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290024 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15983960.000000 Penalty: 2390.939697
	Iteration 49Q: 3 clusters Score -1.598396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290023 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -15983968.000000 Penalty: 2390.939697
	Iteration 50Q: 3 clusters Score -1.598397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290021 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -15983970.000000 Penalty: 2390.939697
	Iteration 51Q: 3 clusters Score -1.598397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290021 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -15983970.000000 Penalty: 2390.939697
	Iteration 52F: 3 clusters Score -1.598397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 7310 members 
Mstep: Class 5 contains 9996 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 77553 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 10 contains 26774 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 7161 members 
Mstep: Class 15 contains 137285 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 29454 members 
Mstep: Class 18 contains 23656 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 290021 members 
Mstep: Class 24 contains 7889 members 
Mstep: Class 25 contains 16576 members 
Mstep: Class 26 contains 31591 members 
Mstep: Class 27 contains 2729 members 
Mstep: Class 28 contains 1799 members 
Entering Unmasked Estep 
Score: -38634476.000000 Penalty: 35938.746094
Splitting cluster 23 changes total score from -38633880.000000 to -38634476.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (7889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Entering Unmasked Estep 
Score: -419000.750000 Penalty: 852.456360
	Iteration 0F: 2 clusters Score -419000.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -413516.250000 Penalty: 1704.912720
	Iteration 0F: 3 clusters Score -413516.2 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -415464.000000 Penalty: 1704.912720
	Iteration 1F: 3 clusters Score -415464 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -415728.625000 Penalty: 1704.912720
	Iteration 2F: 3 clusters Score -415728.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -415969.750000 Penalty: 1704.912720
	Iteration 3F: 3 clusters Score -415969.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -416282.187500 Penalty: 1704.912720
	Iteration 4F: 3 clusters Score -416282.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -416615.468750 Penalty: 1704.912720
	Iteration 5F: 3 clusters Score -416615.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -417030.343750 Penalty: 1704.912720
	Iteration 6F: 3 clusters Score -417030.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -417400.375000 Penalty: 1704.912720
	Iteration 7F: 3 clusters Score -417400.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -417659.968750 Penalty: 1704.912720
	Iteration 8Q: 3 clusters Score -417660 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -417869.750000 Penalty: 1704.912720
	Iteration 9Q: 3 clusters Score -417869.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -418026.218750 Penalty: 1704.912720
	Iteration 10Q: 3 clusters Score -418026.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -418128.000000 Penalty: 1704.912720
	Iteration 11Q: 3 clusters Score -418128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -418189.375000 Penalty: 1704.912720
	Iteration 12Q: 3 clusters Score -418189.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -418227.125000 Penalty: 1704.912720
	Iteration 13Q: 3 clusters Score -418227.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -418245.718750 Penalty: 1704.912720
	Iteration 14Q: 3 clusters Score -418245.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -418254.656250 Penalty: 1704.912720
	Iteration 15Q: 3 clusters Score -418254.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -418261.062500 Penalty: 1704.912720
	Iteration 16Q: 3 clusters Score -418261.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -418266.406250 Penalty: 1704.912720
	Iteration 17Q: 3 clusters Score -418266.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -418273.656250 Penalty: 1704.912720
	Iteration 18Q: 3 clusters Score -418273.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -418277.937500 Penalty: 1704.912720
	Iteration 19Q: 3 clusters Score -418277.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -418281.218750 Penalty: 1704.912720
	Iteration 20F: 3 clusters Score -418281.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -418285.437500 Penalty: 1704.912720
	Iteration 21Q: 3 clusters Score -418285.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -418287.156250 Penalty: 1704.912720
	Iteration 22Q: 3 clusters Score -418287.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -418290.312500 Penalty: 1704.912720
	Iteration 23Q: 3 clusters Score -418290.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -418295.718750 Penalty: 1704.912720
	Iteration 24Q: 3 clusters Score -418295.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -418301.875000 Penalty: 1704.912720
	Iteration 25Q: 3 clusters Score -418301.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -418307.781250 Penalty: 1704.912720
	Iteration 26Q: 3 clusters Score -418307.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -418313.468750 Penalty: 1704.912720
	Iteration 27Q: 3 clusters Score -418313.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -418320.781250 Penalty: 1704.912720
	Iteration 28Q: 3 clusters Score -418320.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -418331.031250 Penalty: 1704.912720
	Iteration 29Q: 3 clusters Score -418331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -418344.187500 Penalty: 1704.912720
	Iteration 30Q: 3 clusters Score -418344.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -418351.000000 Penalty: 1704.912720
	Iteration 31Q: 3 clusters Score -418351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -418359.031250 Penalty: 1704.912720
	Iteration 32Q: 3 clusters Score -418359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -418368.343750 Penalty: 1704.912720
	Iteration 33Q: 3 clusters Score -418368.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -418379.375000 Penalty: 1704.912720
	Iteration 34Q: 3 clusters Score -418379.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -418386.656250 Penalty: 1704.912720
	Iteration 35Q: 3 clusters Score -418386.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -418392.781250 Penalty: 1704.912720
	Iteration 36Q: 3 clusters Score -418392.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -418404.656250 Penalty: 1704.912720
	Iteration 37Q: 3 clusters Score -418404.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -418424.593750 Penalty: 1704.912720
	Iteration 38Q: 3 clusters Score -418424.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -418446.187500 Penalty: 1704.912720
	Iteration 39Q: 3 clusters Score -418446.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -418466.375000 Penalty: 1704.912720
	Iteration 40F: 3 clusters Score -418466.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -418484.000000 Penalty: 1704.912720
	Iteration 41Q: 3 clusters Score -418484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -418497.406250 Penalty: 1704.912720
	Iteration 42Q: 3 clusters Score -418497.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -418506.468750 Penalty: 1704.912720
	Iteration 43Q: 3 clusters Score -418506.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -418520.968750 Penalty: 1704.912720
	Iteration 44Q: 3 clusters Score -418521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -418538.343750 Penalty: 1704.912720
	Iteration 45Q: 3 clusters Score -418538.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -418557.187500 Penalty: 1704.912720
	Iteration 46Q: 3 clusters Score -418557.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -418569.843750 Penalty: 1704.912720
	Iteration 47Q: 3 clusters Score -418569.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -418587.187500 Penalty: 1704.912720
	Iteration 48Q: 3 clusters Score -418587.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -418605.750000 Penalty: 1704.912720
	Iteration 49Q: 3 clusters Score -418605.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -418622.625000 Penalty: 1704.912720
	Iteration 50Q: 3 clusters Score -418622.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -418640.093750 Penalty: 1704.912720
	Iteration 51Q: 3 clusters Score -418640.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -418653.812500 Penalty: 1704.912720
	Iteration 52Q: 3 clusters Score -418653.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -418662.687500 Penalty: 1704.912720
	Iteration 53Q: 3 clusters Score -418662.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -418668.562500 Penalty: 1704.912720
	Iteration 54Q: 3 clusters Score -418668.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -418674.031250 Penalty: 1704.912720
	Iteration 55Q: 3 clusters Score -418674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -418678.187500 Penalty: 1704.912720
	Iteration 56Q: 3 clusters Score -418678.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -418680.906250 Penalty: 1704.912720
	Iteration 57Q: 3 clusters Score -418680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -418683.312500 Penalty: 1704.912720
	Iteration 58Q: 3 clusters Score -418683.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -418685.000000 Penalty: 1704.912720
	Iteration 59Q: 3 clusters Score -418685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -418688.000000 Penalty: 1704.912720
	Iteration 60F: 3 clusters Score -418688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -418689.343750 Penalty: 1704.912720
	Iteration 61Q: 3 clusters Score -418689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -418689.281250 Penalty: 1704.912720
	Iteration 62Q: 3 clusters Score -418689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -418689.906250 Penalty: 1704.912720
	Iteration 63Q: 3 clusters Score -418689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -418689.968750 Penalty: 1704.912720
	Iteration 64Q: 3 clusters Score -418690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -418690.531250 Penalty: 1704.912720
	Iteration 65Q: 3 clusters Score -418690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -418690.531250 Penalty: 1704.912720
	Iteration 66F: 3 clusters Score -418690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Entering Unmasked Estep 
Score: -910290.812500 Penalty: 922.992615
	Iteration 0F: 2 clusters Score -910290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -899161.875000 Penalty: 1845.985229
	Iteration 0F: 3 clusters Score -899161.9 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -903748.687500 Penalty: 1845.985229
	Iteration 1F: 3 clusters Score -903748.7 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -904482.250000 Penalty: 1845.985229
	Iteration 2F: 3 clusters Score -904482.2 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -905502.125000 Penalty: 1845.985229
	Iteration 3F: 3 clusters Score -905502.1 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -906610.375000 Penalty: 1845.985229
	Iteration 4F: 3 clusters Score -906610.4 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -907583.750000 Penalty: 1845.985229
	Iteration 5F: 3 clusters Score -907583.8 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -908263.625000 Penalty: 1845.985229
	Iteration 6F: 3 clusters Score -908263.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -908632.250000 Penalty: 1845.985229
	Iteration 7Q: 3 clusters Score -908632.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -908814.750000 Penalty: 1845.985229
	Iteration 8Q: 3 clusters Score -908814.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -908924.000000 Penalty: 1845.985229
	Iteration 9Q: 3 clusters Score -908924 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -908996.312500 Penalty: 1845.985229
	Iteration 10Q: 3 clusters Score -908996.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -909052.937500 Penalty: 1845.985229
	Iteration 11Q: 3 clusters Score -909052.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -909099.937500 Penalty: 1845.985229
	Iteration 12Q: 3 clusters Score -909099.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -909141.437500 Penalty: 1845.985229
	Iteration 13Q: 3 clusters Score -909141.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -909182.687500 Penalty: 1845.985229
	Iteration 14Q: 3 clusters Score -909182.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -909213.812500 Penalty: 1845.985229
	Iteration 15Q: 3 clusters Score -909213.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -909252.687500 Penalty: 1845.985229
	Iteration 16Q: 3 clusters Score -909252.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -909279.062500 Penalty: 1845.985229
	Iteration 17Q: 3 clusters Score -909279.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -909305.250000 Penalty: 1845.985229
	Iteration 18Q: 3 clusters Score -909305.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -909331.000000 Penalty: 1845.985229
	Iteration 19Q: 3 clusters Score -909331 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -909356.500000 Penalty: 1845.985229
	Iteration 20F: 3 clusters Score -909356.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -909380.875000 Penalty: 1845.985229
	Iteration 21Q: 3 clusters Score -909380.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -909407.062500 Penalty: 1845.985229
	Iteration 22Q: 3 clusters Score -909407.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -909440.312500 Penalty: 1845.985229
	Iteration 23Q: 3 clusters Score -909440.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -909468.875000 Penalty: 1845.985229
	Iteration 24Q: 3 clusters Score -909468.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -909497.687500 Penalty: 1845.985229
	Iteration 25Q: 3 clusters Score -909497.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -909515.187500 Penalty: 1845.985229
	Iteration 26Q: 3 clusters Score -909515.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -909531.000000 Penalty: 1845.985229
	Iteration 27Q: 3 clusters Score -909531 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -909545.062500 Penalty: 1845.985229
	Iteration 28Q: 3 clusters Score -909545.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -909560.500000 Penalty: 1845.985229
	Iteration 29Q: 3 clusters Score -909560.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -909582.812500 Penalty: 1845.985229
	Iteration 30Q: 3 clusters Score -909582.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -909603.875000 Penalty: 1845.985229
	Iteration 31Q: 3 clusters Score -909603.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -909624.562500 Penalty: 1845.985229
	Iteration 32Q: 3 clusters Score -909624.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -909644.500000 Penalty: 1845.985229
	Iteration 33Q: 3 clusters Score -909644.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -909667.187500 Penalty: 1845.985229
	Iteration 34Q: 3 clusters Score -909667.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -909681.687500 Penalty: 1845.985229
	Iteration 35Q: 3 clusters Score -909681.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -909699.312500 Penalty: 1845.985229
	Iteration 36Q: 3 clusters Score -909699.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -909717.375000 Penalty: 1845.985229
	Iteration 37Q: 3 clusters Score -909717.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -909729.625000 Penalty: 1845.985229
	Iteration 38Q: 3 clusters Score -909729.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -909748.312500 Penalty: 1845.985229
	Iteration 39Q: 3 clusters Score -909748.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -909767.062500 Penalty: 1845.985229
	Iteration 40F: 3 clusters Score -909767.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -909778.250000 Penalty: 1845.985229
	Iteration 41Q: 3 clusters Score -909778.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -909793.875000 Penalty: 1845.985229
	Iteration 42Q: 3 clusters Score -909793.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -909807.125000 Penalty: 1845.985229
	Iteration 43Q: 3 clusters Score -909807.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -909821.687500 Penalty: 1845.985229
	Iteration 44Q: 3 clusters Score -909821.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -909833.125000 Penalty: 1845.985229
	Iteration 45Q: 3 clusters Score -909833.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -909844.500000 Penalty: 1845.985229
	Iteration 46Q: 3 clusters Score -909844.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -909856.312500 Penalty: 1845.985229
	Iteration 47Q: 3 clusters Score -909856.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -909870.937500 Penalty: 1845.985229
	Iteration 48Q: 3 clusters Score -909870.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -909877.687500 Penalty: 1845.985229
	Iteration 49Q: 3 clusters Score -909877.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -909889.625000 Penalty: 1845.985229
	Iteration 50Q: 3 clusters Score -909889.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -909895.750000 Penalty: 1845.985229
	Iteration 51Q: 3 clusters Score -909895.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -909904.562500 Penalty: 1845.985229
	Iteration 52Q: 3 clusters Score -909904.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -909913.312500 Penalty: 1845.985229
	Iteration 53Q: 3 clusters Score -909913.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -909921.437500 Penalty: 1845.985229
	Iteration 54Q: 3 clusters Score -909921.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -909927.375000 Penalty: 1845.985229
	Iteration 55Q: 3 clusters Score -909927.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -909933.500000 Penalty: 1845.985229
	Iteration 56Q: 3 clusters Score -909933.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -909942.375000 Penalty: 1845.985229
	Iteration 57Q: 3 clusters Score -909942.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -909945.750000 Penalty: 1845.985229
	Iteration 58Q: 3 clusters Score -909945.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -909948.437500 Penalty: 1845.985229
	Iteration 59Q: 3 clusters Score -909948.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -909952.812500 Penalty: 1845.985229
	Iteration 60F: 3 clusters Score -909952.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -909953.500000 Penalty: 1845.985229
	Iteration 61Q: 3 clusters Score -909953.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -909958.187500 Penalty: 1845.985229
	Iteration 62Q: 3 clusters Score -909958.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -909956.750000 Penalty: 1845.985229
	Iteration 63Q: 3 clusters Score -909956.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -909957.437500 Penalty: 1845.985229
	Iteration 64Q: 3 clusters Score -909957.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -909958.250000 Penalty: 1845.985229
	Iteration 65Q: 3 clusters Score -909958.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -909962.750000 Penalty: 1845.985229
	Iteration 66Q: 3 clusters Score -909962.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -909962.937500 Penalty: 1845.985229
	Iteration 67Q: 3 clusters Score -909962.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -909965.625000 Penalty: 1845.985229
	Iteration 68Q: 3 clusters Score -909965.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -909965.250000 Penalty: 1845.985229
	Iteration 69Q: 3 clusters Score -909965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -909965.312500 Penalty: 1845.985229
	Iteration 70Q: 3 clusters Score -909965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -909963.500000 Penalty: 1845.985229
	Iteration 71Q: 3 clusters Score -909963.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -909966.562500 Penalty: 1845.985229
	Iteration 72Q: 3 clusters Score -909966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -909967.312500 Penalty: 1845.985229
	Iteration 73Q: 3 clusters Score -909967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -909970.812500 Penalty: 1845.985229
	Iteration 74Q: 3 clusters Score -909970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -909969.812500 Penalty: 1845.985229
	Iteration 75Q: 3 clusters Score -909969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -909968.187500 Penalty: 1845.985229
	Iteration 76Q: 3 clusters Score -909968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -909969.000000 Penalty: 1845.985229
	Iteration 77Q: 3 clusters Score -909969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -909967.562500 Penalty: 1845.985229
	Iteration 78Q: 3 clusters Score -909967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -909968.187500 Penalty: 1845.985229
	Iteration 79Q: 3 clusters Score -909968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -909968.187500 Penalty: 1845.985229
	Iteration 80F: 3 clusters Score -909968.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Entering Unmasked Estep 
Score: -1833260.500000 Penalty: 984.259583
	Iteration 0F: 2 clusters Score -1833260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1812180.625000 Penalty: 1968.519165
	Iteration 0F: 3 clusters Score -1812181 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1820709.750000 Penalty: 1968.519165
	Iteration 1F: 3 clusters Score -1820710 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1821001.125000 Penalty: 1968.519165
	Iteration 2Q: 3 clusters Score -1821001 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1821414.875000 Penalty: 1968.519165
	Iteration 3Q: 3 clusters Score -1821415 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1822071.500000 Penalty: 1968.519165
	Iteration 4Q: 3 clusters Score -1822072 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -1823248.875000 Penalty: 1968.519165
	Iteration 5F: 3 clusters Score -1823249 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -1825265.500000 Penalty: 1968.519165
	Iteration 6F: 3 clusters Score -1825266 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -1827840.500000 Penalty: 1968.519165
	Iteration 7F: 3 clusters Score -1827840 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -1830128.750000 Penalty: 1968.519165
	Iteration 8F: 3 clusters Score -1830129 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -1831525.125000 Penalty: 1968.519165
	Iteration 9Q: 3 clusters Score -1831525 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -1832092.125000 Penalty: 1968.519165
	Iteration 10Q: 3 clusters Score -1832092 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -1832264.000000 Penalty: 1968.519165
	Iteration 11Q: 3 clusters Score -1832264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -1832332.750000 Penalty: 1968.519165
	Iteration 12Q: 3 clusters Score -1832333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -1832367.500000 Penalty: 1968.519165
	Iteration 13Q: 3 clusters Score -1832368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -1832388.625000 Penalty: 1968.519165
	Iteration 14Q: 3 clusters Score -1832389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -1832396.375000 Penalty: 1968.519165
	Iteration 15Q: 3 clusters Score -1832396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -1832401.500000 Penalty: 1968.519165
	Iteration 16Q: 3 clusters Score -1832402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -1832406.000000 Penalty: 1968.519165
	Iteration 17Q: 3 clusters Score -1832406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -1832406.000000 Penalty: 1968.519165
	Iteration 18F: 3 clusters Score -1832406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -119670.773438 Penalty: 751.610596
	Iteration 0F: 2 clusters Score -119670.8 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 1389 members 
Entering Unmasked Estep 
Score: -117540.960938 Penalty: 1503.221191
	Iteration 0F: 3 clusters Score -117541 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -118399.585938 Penalty: 1503.221191
	Iteration 1F: 3 clusters Score -118399.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -118749.984375 Penalty: 1503.221191
	Iteration 2F: 3 clusters Score -118750 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -118968.460938 Penalty: 1503.221191
	Iteration 3F: 3 clusters Score -118968.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -119094.031250 Penalty: 1503.221191
	Iteration 4F: 3 clusters Score -119094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -119159.437500 Penalty: 1503.221191
	Iteration 5Q: 3 clusters Score -119159.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -119198.109375 Penalty: 1503.221191
	Iteration 6Q: 3 clusters Score -119198.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -119222.828125 Penalty: 1503.221191
	Iteration 7Q: 3 clusters Score -119222.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -119238.312500 Penalty: 1503.221191
	Iteration 8Q: 3 clusters Score -119238.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -119254.945312 Penalty: 1503.221191
	Iteration 9Q: 3 clusters Score -119254.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -119263.507812 Penalty: 1503.221191
	Iteration 10Q: 3 clusters Score -119263.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -119267.171875 Penalty: 1503.221191
	Iteration 11Q: 3 clusters Score -119267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -119269.523438 Penalty: 1503.221191
	Iteration 12Q: 3 clusters Score -119269.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -119273.296875 Penalty: 1503.221191
	Iteration 13Q: 3 clusters Score -119273.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -119276.179688 Penalty: 1503.221191
	Iteration 14Q: 3 clusters Score -119276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -119277.460938 Penalty: 1503.221191
	Iteration 15Q: 3 clusters Score -119277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -119278.171875 Penalty: 1503.221191
	Iteration 16Q: 3 clusters Score -119278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -119278.562500 Penalty: 1503.221191
	Iteration 17Q: 3 clusters Score -119278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -119278.703125 Penalty: 1503.221191
	Iteration 18Q: 3 clusters Score -119278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -119279.195312 Penalty: 1503.221191
	Iteration 19Q: 3 clusters Score -119279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -119279.742188 Penalty: 1503.221191
	Iteration 20F: 3 clusters Score -119279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 7310 members 
Mstep: Class 5 contains 9996 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 77553 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 10 contains 26774 members 
Mstep: Class 11 contains 15082 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 7161 members 
Mstep: Class 15 contains 137285 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 29454 members 
Mstep: Class 18 contains 23656 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 290021 members 
Mstep: Class 24 contains 7889 members 
Mstep: Class 25 contains 16576 members 
Mstep: Class 26 contains 31591 members 
Mstep: Class 27 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634524.000000 Penalty: 35938.746094
Iteration 159Q: 29 clusters Score -3.863452e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 7309 members 
Mstep: Class 5 contains 10030 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 77565 members 
Mstep: Class 9 contains 6674 members 
Mstep: Class 10 contains 26860 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 7146 members 
Mstep: Class 15 contains 137308 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 29525 members 
Mstep: Class 18 contains 23658 members 
Mstep: Class 19 contains 13068 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 289621 members 
Mstep: Class 24 contains 7893 members 
Mstep: Class 25 contains 16683 members 
Mstep: Class 26 contains 31627 members 
Mstep: Class 27 contains 2729 members 
Mstep: Class 28 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634780.000000 Penalty: 35938.746094
Iteration 160F: 29 clusters Score -3.863478e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 3972 members 
Mstep: Class 4 contains 7312 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 77575 members 
Mstep: Class 9 contains 6681 members 
Mstep: Class 10 contains 26866 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7129 members 
Mstep: Class 15 contains 137307 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 29574 members 
Mstep: Class 18 contains 23657 members 
Mstep: Class 19 contains 13062 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 289321 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 16740 members 
Mstep: Class 26 contains 31667 members 
Mstep: Class 27 contains 2724 members 
Mstep: Class 28 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634824.000000 Penalty: 35938.746094
Iteration 161Q: 29 clusters Score -3.863482e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 7319 members 
Mstep: Class 5 contains 10054 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 2758 members 
Mstep: Class 8 contains 77584 members 
Mstep: Class 9 contains 6682 members 
Mstep: Class 10 contains 26870 members 
Mstep: Class 11 contains 15084 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 7106 members 
Mstep: Class 15 contains 137307 members 
Mstep: Class 16 contains 1795 members 
Mstep: Class 17 contains 29603 members 
Mstep: Class 18 contains 23656 members 
Mstep: Class 19 contains 13051 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 289107 members 
Mstep: Class 24 contains 7889 members 
Mstep: Class 25 contains 16799 members 
Mstep: Class 26 contains 31698 members 
Mstep: Class 27 contains 2725 members 
Mstep: Class 28 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634760.000000 Penalty: 35938.746094
Iteration 162Q: 29 clusters Score -3.863476e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 3978 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 10055 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2801 members 
Mstep: Class 8 contains 77594 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 26880 members 
Mstep: Class 11 contains 15084 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 3065 members 
Mstep: Class 14 contains 7084 members 
Mstep: Class 15 contains 137287 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 29638 members 
Mstep: Class 18 contains 23652 members 
Mstep: Class 19 contains 13045 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1779 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288920 members 
Mstep: Class 24 contains 7887 members 
Mstep: Class 25 contains 16849 members 
Mstep: Class 26 contains 31726 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634800.000000 Penalty: 35938.746094
Iteration 163Q: 29 clusters Score -3.86348e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 77590 members 
Mstep: Class 9 contains 6688 members 
Mstep: Class 10 contains 26889 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 7067 members 
Mstep: Class 15 contains 137266 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 29660 members 
Mstep: Class 18 contains 23645 members 
Mstep: Class 19 contains 13039 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1781 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288800 members 
Mstep: Class 24 contains 7889 members 
Mstep: Class 25 contains 16878 members 
Mstep: Class 26 contains 31746 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634800.000000 Penalty: 35938.746094
Iteration 164Q: 29 clusters Score -3.86348e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 3977 members 
Mstep: Class 4 contains 7333 members 
Mstep: Class 5 contains 10048 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 77593 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 10 contains 26897 members 
Mstep: Class 11 contains 15085 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 7054 members 
Mstep: Class 15 contains 137240 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 29677 members 
Mstep: Class 18 contains 23640 members 
Mstep: Class 19 contains 13034 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1781 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288710 members 
Mstep: Class 24 contains 7889 members 
Mstep: Class 25 contains 16893 members 
Mstep: Class 26 contains 31768 members 
Mstep: Class 27 contains 2728 members 
Mstep: Class 28 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634784.000000 Penalty: 35938.746094
Iteration 165Q: 29 clusters Score -3.863478e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 7334 members 
Mstep: Class 5 contains 10053 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 8 contains 77597 members 
Mstep: Class 9 contains 6702 members 
Mstep: Class 10 contains 26901 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 7034 members 
Mstep: Class 15 contains 137216 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 29701 members 
Mstep: Class 18 contains 23631 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288626 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 16910 members 
Mstep: Class 26 contains 31787 members 
Mstep: Class 27 contains 2730 members 
Mstep: Class 28 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634796.000000 Penalty: 35938.746094
Iteration 166Q: 29 clusters Score -3.86348e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 7336 members 
Mstep: Class 5 contains 10055 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 77594 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 26911 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 7021 members 
Mstep: Class 15 contains 137207 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 29708 members 
Mstep: Class 18 contains 23627 members 
Mstep: Class 19 contains 13027 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288564 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 16922 members 
Mstep: Class 26 contains 31802 members 
Mstep: Class 27 contains 2728 members 
Mstep: Class 28 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634852.000000 Penalty: 35938.746094
Iteration 167Q: 29 clusters Score -3.863485e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 10051 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 77591 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 26920 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 3073 members 
Mstep: Class 14 contains 7009 members 
Mstep: Class 15 contains 137195 members 
Mstep: Class 16 contains 1803 members 
Mstep: Class 17 contains 29712 members 
Mstep: Class 18 contains 23623 members 
Mstep: Class 19 contains 13027 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1781 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288502 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 16943 members 
Mstep: Class 26 contains 31815 members 
Mstep: Class 27 contains 2727 members 
Mstep: Class 28 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634952.000000 Penalty: 35938.746094
Iteration 168Q: 29 clusters Score -3.863495e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 7341 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 77593 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 26928 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 6996 members 
Mstep: Class 15 contains 137172 members 
Mstep: Class 16 contains 1805 members 
Mstep: Class 17 contains 29704 members 
Mstep: Class 18 contains 23619 members 
Mstep: Class 19 contains 13022 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288467 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 16958 members 
Mstep: Class 26 contains 31826 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635056.000000 Penalty: 35938.746094
Iteration 169Q: 29 clusters Score -3.863506e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7341 members 
Mstep: Class 5 contains 10056 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 77601 members 
Mstep: Class 9 contains 6731 members 
Mstep: Class 10 contains 26940 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 6991 members 
Mstep: Class 15 contains 137160 members 
Mstep: Class 16 contains 1808 members 
Mstep: Class 17 contains 29695 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 13020 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288417 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 16969 members 
Mstep: Class 26 contains 31830 members 
Mstep: Class 27 contains 2724 members 
Mstep: Class 28 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635064.000000 Penalty: 35938.746094
Iteration 170Q: 29 clusters Score -3.863506e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7342 members 
Mstep: Class 5 contains 10054 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2944 members 
Mstep: Class 8 contains 77609 members 
Mstep: Class 9 contains 6733 members 
Mstep: Class 10 contains 26947 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 6983 members 
Mstep: Class 15 contains 137149 members 
Mstep: Class 16 contains 1811 members 
Mstep: Class 17 contains 29692 members 
Mstep: Class 18 contains 23611 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1786 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288374 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 16982 members 
Mstep: Class 26 contains 31838 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635064.000000 Penalty: 35938.746094
Iteration 171Q: 29 clusters Score -3.863506e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7340 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2957 members 
Mstep: Class 8 contains 77613 members 
Mstep: Class 9 contains 6733 members 
Mstep: Class 10 contains 26953 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 6975 members 
Mstep: Class 15 contains 137136 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 29676 members 
Mstep: Class 18 contains 23610 members 
Mstep: Class 19 contains 13016 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1788 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288353 members 
Mstep: Class 24 contains 7893 members 
Mstep: Class 25 contains 16999 members 
Mstep: Class 26 contains 31846 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635092.000000 Penalty: 35938.746094
Iteration 172Q: 29 clusters Score -3.863509e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 7340 members 
Mstep: Class 5 contains 10048 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 77616 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 10 contains 26965 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 6966 members 
Mstep: Class 15 contains 137123 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 29665 members 
Mstep: Class 18 contains 23609 members 
Mstep: Class 19 contains 13014 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1791 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288334 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 17004 members 
Mstep: Class 26 contains 31850 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635060.000000 Penalty: 35938.746094
Iteration 173Q: 29 clusters Score -3.863506e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 7340 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2980 members 
Mstep: Class 8 contains 77621 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 26971 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 6959 members 
Mstep: Class 15 contains 137117 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 29659 members 
Mstep: Class 18 contains 23608 members 
Mstep: Class 19 contains 13014 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1795 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288308 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 17008 members 
Mstep: Class 26 contains 31855 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635040.000000 Penalty: 35938.746094
Iteration 174Q: 29 clusters Score -3.863504e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7341 members 
Mstep: Class 5 contains 10049 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 77623 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 26967 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 6949 members 
Mstep: Class 15 contains 137111 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 29651 members 
Mstep: Class 18 contains 23608 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1797 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288282 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 17022 members 
Mstep: Class 26 contains 31859 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635004.000000 Penalty: 35938.746094
Iteration 175Q: 29 clusters Score -3.8635e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 7341 members 
Mstep: Class 5 contains 10053 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 77627 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26961 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 6937 members 
Mstep: Class 15 contains 137111 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29651 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 13009 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288268 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 17026 members 
Mstep: Class 26 contains 31863 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38634996.000000 Penalty: 35938.746094
Iteration 176Q: 29 clusters Score -3.8635e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 7342 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 77627 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26961 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 6926 members 
Mstep: Class 15 contains 137108 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 29646 members 
Mstep: Class 18 contains 23605 members 
Mstep: Class 19 contains 13007 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288252 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 17030 members 
Mstep: Class 26 contains 31867 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635024.000000 Penalty: 35938.746094
Iteration 177Q: 29 clusters Score -3.863502e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 7342 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3002 members 
Mstep: Class 8 contains 77626 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26962 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 6918 members 
Mstep: Class 15 contains 137110 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 29645 members 
Mstep: Class 18 contains 23604 members 
Mstep: Class 19 contains 13002 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288228 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 17036 members 
Mstep: Class 26 contains 31871 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635036.000000 Penalty: 35938.746094
Iteration 178Q: 29 clusters Score -3.863504e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 7341 members 
Mstep: Class 5 contains 10064 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 77629 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26962 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 6911 members 
Mstep: Class 15 contains 137110 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 29640 members 
Mstep: Class 18 contains 23604 members 
Mstep: Class 19 contains 12997 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288221 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 17040 members 
Mstep: Class 26 contains 31869 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 2324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635020.000000 Penalty: 35938.746094
Iteration 179Q: 29 clusters Score -3.863502e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 7344 members 
Mstep: Class 5 contains 10066 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3017 members 
Mstep: Class 8 contains 77631 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26961 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 6902 members 
Mstep: Class 15 contains 137103 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 29638 members 
Mstep: Class 18 contains 23604 members 
Mstep: Class 19 contains 12993 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288212 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 17045 members 
Mstep: Class 26 contains 31872 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 2329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635020.000000 Penalty: 35938.746094
Iteration 180F: 29 clusters Score -3.863502e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 7345 members 
Mstep: Class 5 contains 10067 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 77632 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26959 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3087 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 137098 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 29639 members 
Mstep: Class 18 contains 23605 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288193 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 17049 members 
Mstep: Class 26 contains 31875 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 2335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635064.000000 Penalty: 35938.746094
Iteration 181Q: 29 clusters Score -3.863506e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7345 members 
Mstep: Class 5 contains 10068 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 77633 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26962 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 6900 members 
Mstep: Class 15 contains 137091 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 29638 members 
Mstep: Class 18 contains 23605 members 
Mstep: Class 19 contains 12995 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288182 members 
Mstep: Class 24 contains 7889 members 
Mstep: Class 25 contains 17050 members 
Mstep: Class 26 contains 31873 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635096.000000 Penalty: 35938.746094
Iteration 182Q: 29 clusters Score -3.86351e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2987 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7345 members 
Mstep: Class 5 contains 10069 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 77632 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26961 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 137087 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29637 members 
Mstep: Class 18 contains 23605 members 
Mstep: Class 19 contains 12995 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288168 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 17057 members 
Mstep: Class 26 contains 31872 members 
Mstep: Class 27 contains 2710 members 
Mstep: Class 28 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635116.000000 Penalty: 35938.746094
Iteration 183Q: 29 clusters Score -3.863512e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7345 members 
Mstep: Class 5 contains 10073 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3043 members 
Mstep: Class 8 contains 77633 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26962 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6895 members 
Mstep: Class 15 contains 137082 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29637 members 
Mstep: Class 18 contains 23605 members 
Mstep: Class 19 contains 12992 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288152 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 17065 members 
Mstep: Class 26 contains 31872 members 
Mstep: Class 27 contains 2708 members 
Mstep: Class 28 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635116.000000 Penalty: 35938.746094
Iteration 184Q: 29 clusters Score -3.863512e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7346 members 
Mstep: Class 5 contains 10073 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 77632 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26966 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6893 members 
Mstep: Class 15 contains 137079 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29636 members 
Mstep: Class 18 contains 23605 members 
Mstep: Class 19 contains 12989 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288136 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 17071 members 
Mstep: Class 26 contains 31872 members 
Mstep: Class 27 contains 2706 members 
Mstep: Class 28 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635100.000000 Penalty: 35938.746094
Iteration 185Q: 29 clusters Score -3.86351e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7346 members 
Mstep: Class 5 contains 10072 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 77631 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26971 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6890 members 
Mstep: Class 15 contains 137079 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29635 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12986 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288116 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 17077 members 
Mstep: Class 26 contains 31874 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635108.000000 Penalty: 35938.746094
Iteration 186Q: 29 clusters Score -3.863511e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7348 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3078 members 
Mstep: Class 8 contains 77631 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26974 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6888 members 
Mstep: Class 15 contains 137076 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29634 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288100 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 17085 members 
Mstep: Class 26 contains 31876 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635148.000000 Penalty: 35938.746094
Iteration 187Q: 29 clusters Score -3.863515e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7349 members 
Mstep: Class 5 contains 10074 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3088 members 
Mstep: Class 8 contains 77631 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26971 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6885 members 
Mstep: Class 15 contains 137068 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29635 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288078 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 17098 members 
Mstep: Class 26 contains 31880 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635140.000000 Penalty: 35938.746094
Iteration 188Q: 29 clusters Score -3.863514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7351 members 
Mstep: Class 5 contains 10073 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 77632 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26971 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6882 members 
Mstep: Class 15 contains 137062 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29633 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288063 members 
Mstep: Class 24 contains 7889 members 
Mstep: Class 25 contains 17108 members 
Mstep: Class 26 contains 31883 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635100.000000 Penalty: 35938.746094
Iteration 189Q: 29 clusters Score -3.86351e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 7351 members 
Mstep: Class 5 contains 10077 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 77633 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26973 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137060 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29631 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12981 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288036 members 
Mstep: Class 24 contains 7889 members 
Mstep: Class 25 contains 17115 members 
Mstep: Class 26 contains 31885 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635092.000000 Penalty: 35938.746094
Iteration 190Q: 29 clusters Score -3.863509e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2995 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3119 members 
Mstep: Class 8 contains 77633 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26974 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 137062 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29629 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 288013 members 
Mstep: Class 24 contains 7888 members 
Mstep: Class 25 contains 17119 members 
Mstep: Class 26 contains 31885 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635080.000000 Penalty: 35938.746094
Iteration 191Q: 29 clusters Score -3.863508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 77632 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26970 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137062 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29629 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287992 members 
Mstep: Class 24 contains 7888 members 
Mstep: Class 25 contains 17123 members 
Mstep: Class 26 contains 31888 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635080.000000 Penalty: 35938.746094
Iteration 192Q: 29 clusters Score -3.863508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 77632 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 26973 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137061 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29629 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12978 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287966 members 
Mstep: Class 24 contains 7888 members 
Mstep: Class 25 contains 17128 members 
Mstep: Class 26 contains 31888 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635076.000000 Penalty: 35938.746094
Iteration 193Q: 29 clusters Score -3.863508e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 77631 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 10 contains 26969 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 137057 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29629 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12976 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287950 members 
Mstep: Class 24 contains 7888 members 
Mstep: Class 25 contains 17133 members 
Mstep: Class 26 contains 31889 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635084.000000 Penalty: 35938.746094
Iteration 194Q: 29 clusters Score -3.863508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 77630 members 
Mstep: Class 9 contains 6741 members 
Mstep: Class 10 contains 26970 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137056 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29630 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287933 members 
Mstep: Class 24 contains 7888 members 
Mstep: Class 25 contains 17136 members 
Mstep: Class 26 contains 31891 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635104.000000 Penalty: 35938.746094
Iteration 195Q: 29 clusters Score -3.86351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 77631 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 26970 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137054 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29632 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287919 members 
Mstep: Class 24 contains 7888 members 
Mstep: Class 25 contains 17139 members 
Mstep: Class 26 contains 31892 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635112.000000 Penalty: 35938.746094
Iteration 196Q: 29 clusters Score -3.863511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 77633 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 26968 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137052 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29631 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287907 members 
Mstep: Class 24 contains 7887 members 
Mstep: Class 25 contains 17142 members 
Mstep: Class 26 contains 31893 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635092.000000 Penalty: 35938.746094
Iteration 197Q: 29 clusters Score -3.863509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 77635 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 26967 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137049 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287901 members 
Mstep: Class 24 contains 7886 members 
Mstep: Class 25 contains 17143 members 
Mstep: Class 26 contains 31893 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635084.000000 Penalty: 35938.746094
Iteration 198Q: 29 clusters Score -3.863508e+07 nChanged 24
Entering ConstructFrom: 
Score: -38635084.000000 Penalty: 35938.746094
Entering ConstructFrom: 
Trying to split cluster 1 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -228380.468750 Penalty: 792.456665
	Iteration 0F: 2 clusters Score -228380.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -225270.078125 Penalty: 1584.913330
	Iteration 0F: 3 clusters Score -225270.1 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -226284.296875 Penalty: 1584.913330
	Iteration 1F: 3 clusters Score -226284.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -226438.968750 Penalty: 1584.913330
	Iteration 2F: 3 clusters Score -226439 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -226587.062500 Penalty: 1584.913330
	Iteration 3F: 3 clusters Score -226587.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -226727.218750 Penalty: 1584.913330
	Iteration 4F: 3 clusters Score -226727.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -226844.015625 Penalty: 1584.913330
	Iteration 5F: 3 clusters Score -226844 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -226946.546875 Penalty: 1584.913330
	Iteration 6Q: 3 clusters Score -226946.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -227026.593750 Penalty: 1584.913330
	Iteration 7Q: 3 clusters Score -227026.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -227105.671875 Penalty: 1584.913330
	Iteration 8Q: 3 clusters Score -227105.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -227194.671875 Penalty: 1584.913330
	Iteration 9Q: 3 clusters Score -227194.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -227284.843750 Penalty: 1584.913330
	Iteration 10Q: 3 clusters Score -227284.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -227374.250000 Penalty: 1584.913330
	Iteration 11Q: 3 clusters Score -227374.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -227446.796875 Penalty: 1584.913330
	Iteration 12Q: 3 clusters Score -227446.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -227504.781250 Penalty: 1584.913330
	Iteration 13Q: 3 clusters Score -227504.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -227543.015625 Penalty: 1584.913330
	Iteration 14Q: 3 clusters Score -227543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -227566.656250 Penalty: 1584.913330
	Iteration 15Q: 3 clusters Score -227566.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -227586.875000 Penalty: 1584.913330
	Iteration 16Q: 3 clusters Score -227586.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -227602.203125 Penalty: 1584.913330
	Iteration 17Q: 3 clusters Score -227602.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -227613.703125 Penalty: 1584.913330
	Iteration 18Q: 3 clusters Score -227613.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -227623.875000 Penalty: 1584.913330
	Iteration 19Q: 3 clusters Score -227623.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -227637.765625 Penalty: 1584.913330
	Iteration 20F: 3 clusters Score -227637.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -227652.312500 Penalty: 1584.913330
	Iteration 21Q: 3 clusters Score -227652.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -227670.656250 Penalty: 1584.913330
	Iteration 22Q: 3 clusters Score -227670.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -227687.578125 Penalty: 1584.913330
	Iteration 23Q: 3 clusters Score -227687.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -227696.484375 Penalty: 1584.913330
	Iteration 24Q: 3 clusters Score -227696.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -227704.093750 Penalty: 1584.913330
	Iteration 25Q: 3 clusters Score -227704.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -227709.421875 Penalty: 1584.913330
	Iteration 26Q: 3 clusters Score -227709.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -227713.109375 Penalty: 1584.913330
	Iteration 27Q: 3 clusters Score -227713.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -227715.562500 Penalty: 1584.913330
	Iteration 28Q: 3 clusters Score -227715.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -227716.750000 Penalty: 1584.913330
	Iteration 29Q: 3 clusters Score -227716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -227718.140625 Penalty: 1584.913330
	Iteration 30Q: 3 clusters Score -227718.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -227719.718750 Penalty: 1584.913330
	Iteration 31Q: 3 clusters Score -227719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -227720.031250 Penalty: 1584.913330
	Iteration 32Q: 3 clusters Score -227720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -227720.906250 Penalty: 1584.913330
	Iteration 33Q: 3 clusters Score -227720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -227721.250000 Penalty: 1584.913330
	Iteration 34Q: 3 clusters Score -227721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -227721.250000 Penalty: 1584.913330
	Iteration 35F: 3 clusters Score -227721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Entering Unmasked Estep 
Score: -170609.953125 Penalty: 760.509888
	Iteration 0F: 2 clusters Score -170610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -168269.718750 Penalty: 1521.019775
	Iteration 0F: 3 clusters Score -168269.7 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -168971.703125 Penalty: 1521.019775
	Iteration 1F: 3 clusters Score -168971.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -169142.843750 Penalty: 1521.019775
	Iteration 2F: 3 clusters Score -169142.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -169260.218750 Penalty: 1521.019775
	Iteration 3F: 3 clusters Score -169260.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -169328.296875 Penalty: 1521.019775
	Iteration 4Q: 3 clusters Score -169328.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -169376.296875 Penalty: 1521.019775
	Iteration 5Q: 3 clusters Score -169376.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -169420.765625 Penalty: 1521.019775
	Iteration 6Q: 3 clusters Score -169420.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -169453.937500 Penalty: 1521.019775
	Iteration 7Q: 3 clusters Score -169453.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -169481.093750 Penalty: 1521.019775
	Iteration 8Q: 3 clusters Score -169481.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -169510.796875 Penalty: 1521.019775
	Iteration 9Q: 3 clusters Score -169510.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169546.609375 Penalty: 1521.019775
	Iteration 10Q: 3 clusters Score -169546.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -169581.765625 Penalty: 1521.019775
	Iteration 11Q: 3 clusters Score -169581.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -169612.406250 Penalty: 1521.019775
	Iteration 12Q: 3 clusters Score -169612.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -169653.609375 Penalty: 1521.019775
	Iteration 13Q: 3 clusters Score -169653.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -169703.953125 Penalty: 1521.019775
	Iteration 14Q: 3 clusters Score -169704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -169747.671875 Penalty: 1521.019775
	Iteration 15Q: 3 clusters Score -169747.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -169789.890625 Penalty: 1521.019775
	Iteration 16Q: 3 clusters Score -169789.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -169840.671875 Penalty: 1521.019775
	Iteration 17Q: 3 clusters Score -169840.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -169880.343750 Penalty: 1521.019775
	Iteration 18Q: 3 clusters Score -169880.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -169911.531250 Penalty: 1521.019775
	Iteration 19Q: 3 clusters Score -169911.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -169930.953125 Penalty: 1521.019775
	Iteration 20F: 3 clusters Score -169931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -169940.750000 Penalty: 1521.019775
	Iteration 21Q: 3 clusters Score -169940.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -169944.515625 Penalty: 1521.019775
	Iteration 22Q: 3 clusters Score -169944.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -169946.078125 Penalty: 1521.019775
	Iteration 23Q: 3 clusters Score -169946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -169946.453125 Penalty: 1521.019775
	Iteration 24Q: 3 clusters Score -169946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -169947.765625 Penalty: 1521.019775
	Iteration 25Q: 3 clusters Score -169947.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -169947.765625 Penalty: 1521.019775
	Iteration 26F: 3 clusters Score -169947.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -194560.765625 Penalty: 787.577820
	Iteration 0F: 2 clusters Score -194560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -191638.609375 Penalty: 1575.155640
	Iteration 0F: 3 clusters Score -191638.6 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -192729.140625 Penalty: 1575.155640
	Iteration 1F: 3 clusters Score -192729.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -193113.593750 Penalty: 1575.155640
	Iteration 2F: 3 clusters Score -193113.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -193585.531250 Penalty: 1575.155640
	Iteration 3F: 3 clusters Score -193585.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -194000.593750 Penalty: 1575.155640
	Iteration 4F: 3 clusters Score -194000.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -194264.390625 Penalty: 1575.155640
	Iteration 5F: 3 clusters Score -194264.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -194393.437500 Penalty: 1575.155640
	Iteration 6Q: 3 clusters Score -194393.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194451.750000 Penalty: 1575.155640
	Iteration 7Q: 3 clusters Score -194451.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -194481.312500 Penalty: 1575.155640
	Iteration 8Q: 3 clusters Score -194481.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -194497.640625 Penalty: 1575.155640
	Iteration 9Q: 3 clusters Score -194497.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -194506.984375 Penalty: 1575.155640
	Iteration 10Q: 3 clusters Score -194507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -194514.046875 Penalty: 1575.155640
	Iteration 11Q: 3 clusters Score -194514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -194523.640625 Penalty: 1575.155640
	Iteration 12Q: 3 clusters Score -194523.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -194529.703125 Penalty: 1575.155640
	Iteration 13Q: 3 clusters Score -194529.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -194532.078125 Penalty: 1575.155640
	Iteration 14Q: 3 clusters Score -194532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -194533.484375 Penalty: 1575.155640
	Iteration 15Q: 3 clusters Score -194533.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -194535.390625 Penalty: 1575.155640
	Iteration 16Q: 3 clusters Score -194535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -194536.609375 Penalty: 1575.155640
	Iteration 17Q: 3 clusters Score -194536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -194538.640625 Penalty: 1575.155640
	Iteration 18Q: 3 clusters Score -194538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -194539.734375 Penalty: 1575.155640
	Iteration 19Q: 3 clusters Score -194539.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -194542.281250 Penalty: 1575.155640
	Iteration 20F: 3 clusters Score -194542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -194544.265625 Penalty: 1575.155640
	Iteration 21Q: 3 clusters Score -194544.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -194545.281250 Penalty: 1575.155640
	Iteration 22Q: 3 clusters Score -194545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -194546.093750 Penalty: 1575.155640
	Iteration 23Q: 3 clusters Score -194546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -194547.843750 Penalty: 1575.155640
	Iteration 24Q: 3 clusters Score -194547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -194549.296875 Penalty: 1575.155640
	Iteration 25Q: 3 clusters Score -194549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -194549.265625 Penalty: 1575.155640
	Iteration 26Q: 3 clusters Score -194549.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -194549.265625 Penalty: 1575.155640
	Iteration 27F: 3 clusters Score -194549.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Entering Unmasked Estep 
Score: -363780.062500 Penalty: 845.759155
	Iteration 0F: 2 clusters Score -363780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -358693.218750 Penalty: 1691.518311
	Iteration 0F: 3 clusters Score -358693.2 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -360454.812500 Penalty: 1691.518311
	Iteration 1F: 3 clusters Score -360454.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -360634.906250 Penalty: 1691.518311
	Iteration 2F: 3 clusters Score -360634.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -360822.968750 Penalty: 1691.518311
	Iteration 3F: 3 clusters Score -360823 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -361041.562500 Penalty: 1691.518311
	Iteration 4F: 3 clusters Score -361041.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -361313.718750 Penalty: 1691.518311
	Iteration 5F: 3 clusters Score -361313.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -361627.593750 Penalty: 1691.518311
	Iteration 6F: 3 clusters Score -361627.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -361999.000000 Penalty: 1691.518311
	Iteration 7F: 3 clusters Score -361999 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -362312.812500 Penalty: 1691.518311
	Iteration 8Q: 3 clusters Score -362312.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -362527.875000 Penalty: 1691.518311
	Iteration 9Q: 3 clusters Score -362527.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -362668.531250 Penalty: 1691.518311
	Iteration 10Q: 3 clusters Score -362668.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -362780.218750 Penalty: 1691.518311
	Iteration 11Q: 3 clusters Score -362780.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -362865.093750 Penalty: 1691.518311
	Iteration 12Q: 3 clusters Score -362865.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -362941.968750 Penalty: 1691.518311
	Iteration 13Q: 3 clusters Score -362942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -362985.375000 Penalty: 1691.518311
	Iteration 14Q: 3 clusters Score -362985.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -363021.781250 Penalty: 1691.518311
	Iteration 15Q: 3 clusters Score -363021.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -363040.750000 Penalty: 1691.518311
	Iteration 16Q: 3 clusters Score -363040.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -363054.000000 Penalty: 1691.518311
	Iteration 17Q: 3 clusters Score -363054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -363062.468750 Penalty: 1691.518311
	Iteration 18Q: 3 clusters Score -363062.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -363072.093750 Penalty: 1691.518311
	Iteration 19Q: 3 clusters Score -363072.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -363078.968750 Penalty: 1691.518311
	Iteration 20F: 3 clusters Score -363079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -363085.437500 Penalty: 1691.518311
	Iteration 21Q: 3 clusters Score -363085.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -363091.531250 Penalty: 1691.518311
	Iteration 22Q: 3 clusters Score -363091.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -363095.812500 Penalty: 1691.518311
	Iteration 23Q: 3 clusters Score -363095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -363101.718750 Penalty: 1691.518311
	Iteration 24Q: 3 clusters Score -363101.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -363104.281250 Penalty: 1691.518311
	Iteration 25Q: 3 clusters Score -363104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -363105.843750 Penalty: 1691.518311
	Iteration 26Q: 3 clusters Score -363105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -363107.031250 Penalty: 1691.518311
	Iteration 27Q: 3 clusters Score -363107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -363107.906250 Penalty: 1691.518311
	Iteration 28Q: 3 clusters Score -363107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -363107.906250 Penalty: 1691.518311
	Iteration 29F: 3 clusters Score -363107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Entering Unmasked Estep 
Score: -489955.531250 Penalty: 875.767578
	Iteration 0F: 2 clusters Score -489955.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -483111.406250 Penalty: 1751.535156
	Iteration 0F: 3 clusters Score -483111.4 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -485624.562500 Penalty: 1751.535156
	Iteration 1F: 3 clusters Score -485624.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -485864.843750 Penalty: 1751.535156
	Iteration 2F: 3 clusters Score -485864.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -486083.593750 Penalty: 1751.535156
	Iteration 3Q: 3 clusters Score -486083.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -486311.843750 Penalty: 1751.535156
	Iteration 4Q: 3 clusters Score -486311.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -486558.062500 Penalty: 1751.535156
	Iteration 5Q: 3 clusters Score -486558.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -486821.281250 Penalty: 1751.535156
	Iteration 6Q: 3 clusters Score -486821.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -487085.781250 Penalty: 1751.535156
	Iteration 7Q: 3 clusters Score -487085.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -487348.906250 Penalty: 1751.535156
	Iteration 8Q: 3 clusters Score -487348.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -487591.656250 Penalty: 1751.535156
	Iteration 9Q: 3 clusters Score -487591.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -487805.718750 Penalty: 1751.535156
	Iteration 10Q: 3 clusters Score -487805.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -487947.687500 Penalty: 1751.535156
	Iteration 11Q: 3 clusters Score -487947.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -488037.031250 Penalty: 1751.535156
	Iteration 12Q: 3 clusters Score -488037 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -488113.281250 Penalty: 1751.535156
	Iteration 13Q: 3 clusters Score -488113.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -488185.906250 Penalty: 1751.535156
	Iteration 14Q: 3 clusters Score -488185.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -488274.562500 Penalty: 1751.535156
	Iteration 15Q: 3 clusters Score -488274.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -488353.781250 Penalty: 1751.535156
	Iteration 16Q: 3 clusters Score -488353.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -488426.187500 Penalty: 1751.535156
	Iteration 17Q: 3 clusters Score -488426.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -488497.500000 Penalty: 1751.535156
	Iteration 18Q: 3 clusters Score -488497.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -488565.906250 Penalty: 1751.535156
	Iteration 19Q: 3 clusters Score -488565.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -488641.781250 Penalty: 1751.535156
	Iteration 20F: 3 clusters Score -488641.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -488722.343750 Penalty: 1751.535156
	Iteration 21Q: 3 clusters Score -488722.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -488818.906250 Penalty: 1751.535156
	Iteration 22Q: 3 clusters Score -488818.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -488904.656250 Penalty: 1751.535156
	Iteration 23Q: 3 clusters Score -488904.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -488959.937500 Penalty: 1751.535156
	Iteration 24Q: 3 clusters Score -488959.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -489009.562500 Penalty: 1751.535156
	Iteration 25Q: 3 clusters Score -489009.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -489050.812500 Penalty: 1751.535156
	Iteration 26Q: 3 clusters Score -489050.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -489085.125000 Penalty: 1751.535156
	Iteration 27Q: 3 clusters Score -489085.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -489120.687500 Penalty: 1751.535156
	Iteration 28Q: 3 clusters Score -489120.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -489143.343750 Penalty: 1751.535156
	Iteration 29Q: 3 clusters Score -489143.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -489161.937500 Penalty: 1751.535156
	Iteration 30Q: 3 clusters Score -489161.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -489177.343750 Penalty: 1751.535156
	Iteration 31Q: 3 clusters Score -489177.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -489186.375000 Penalty: 1751.535156
	Iteration 32Q: 3 clusters Score -489186.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -489193.937500 Penalty: 1751.535156
	Iteration 33Q: 3 clusters Score -489193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -489202.031250 Penalty: 1751.535156
	Iteration 34Q: 3 clusters Score -489202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -489211.593750 Penalty: 1751.535156
	Iteration 35Q: 3 clusters Score -489211.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -489217.593750 Penalty: 1751.535156
	Iteration 36Q: 3 clusters Score -489217.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -489229.843750 Penalty: 1751.535156
	Iteration 37Q: 3 clusters Score -489229.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -489241.156250 Penalty: 1751.535156
	Iteration 38Q: 3 clusters Score -489241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -489249.625000 Penalty: 1751.535156
	Iteration 39Q: 3 clusters Score -489249.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -489267.937500 Penalty: 1751.535156
	Iteration 40F: 3 clusters Score -489267.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -489287.406250 Penalty: 1751.535156
	Iteration 41Q: 3 clusters Score -489287.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -489300.750000 Penalty: 1751.535156
	Iteration 42Q: 3 clusters Score -489300.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -489310.781250 Penalty: 1751.535156
	Iteration 43Q: 3 clusters Score -489310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -489325.750000 Penalty: 1751.535156
	Iteration 44Q: 3 clusters Score -489325.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -489332.250000 Penalty: 1751.535156
	Iteration 45Q: 3 clusters Score -489332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -489340.812500 Penalty: 1751.535156
	Iteration 46Q: 3 clusters Score -489340.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -489348.750000 Penalty: 1751.535156
	Iteration 47Q: 3 clusters Score -489348.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -489361.843750 Penalty: 1751.535156
	Iteration 48Q: 3 clusters Score -489361.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -489379.187500 Penalty: 1751.535156
	Iteration 49Q: 3 clusters Score -489379.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -489384.218750 Penalty: 1751.535156
	Iteration 50Q: 3 clusters Score -489384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -489386.500000 Penalty: 1751.535156
	Iteration 51Q: 3 clusters Score -489386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -489388.156250 Penalty: 1751.535156
	Iteration 52Q: 3 clusters Score -489388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -489389.750000 Penalty: 1751.535156
	Iteration 53Q: 3 clusters Score -489389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -489393.593750 Penalty: 1751.535156
	Iteration 54Q: 3 clusters Score -489393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -489395.500000 Penalty: 1751.535156
	Iteration 55Q: 3 clusters Score -489395.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -489399.687500 Penalty: 1751.535156
	Iteration 56Q: 3 clusters Score -489399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -489400.156250 Penalty: 1751.535156
	Iteration 57Q: 3 clusters Score -489400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -489401.468750 Penalty: 1751.535156
	Iteration 58F: 3 clusters Score -489401.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -489412.500000 Penalty: 1751.535156
	Iteration 59Q: 3 clusters Score -489412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -489414.625000 Penalty: 1751.535156
	Iteration 60F: 3 clusters Score -489414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -489416.625000 Penalty: 1751.535156
	Iteration 61Q: 3 clusters Score -489416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -489416.625000 Penalty: 1751.535156
	Iteration 62F: 3 clusters Score -489416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -50228.699219 Penalty: 639.219727
	Iteration 0F: 2 clusters Score -50228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49272.164062 Penalty: 1278.439453
	Iteration 0F: 3 clusters Score -49272.16 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49460.925781 Penalty: 1278.439453
	Iteration 1F: 3 clusters Score -49460.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -49500.050781 Penalty: 1278.439453
	Iteration 2F: 3 clusters Score -49500.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -49522.718750 Penalty: 1278.439453
	Iteration 3Q: 3 clusters Score -49522.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49534.023438 Penalty: 1278.439453
	Iteration 4Q: 3 clusters Score -49534.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49538.773438 Penalty: 1278.439453
	Iteration 5Q: 3 clusters Score -49538.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49542.679688 Penalty: 1278.439453
	Iteration 6Q: 3 clusters Score -49542.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49547.488281 Penalty: 1278.439453
	Iteration 7Q: 3 clusters Score -49547.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49551.359375 Penalty: 1278.439453
	Iteration 8Q: 3 clusters Score -49551.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49554.351562 Penalty: 1278.439453
	Iteration 9Q: 3 clusters Score -49554.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -49560.402344 Penalty: 1278.439453
	Iteration 10Q: 3 clusters Score -49560.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49565.804688 Penalty: 1278.439453
	Iteration 11Q: 3 clusters Score -49565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -49567.726562 Penalty: 1278.439453
	Iteration 12Q: 3 clusters Score -49567.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49568.031250 Penalty: 1278.439453
	Iteration 13Q: 3 clusters Score -49568.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49568.921875 Penalty: 1278.439453
	Iteration 14Q: 3 clusters Score -49568.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49570.742188 Penalty: 1278.439453
	Iteration 15Q: 3 clusters Score -49570.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49573.769531 Penalty: 1278.439453
	Iteration 16Q: 3 clusters Score -49573.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49576.781250 Penalty: 1278.439453
	Iteration 17Q: 3 clusters Score -49576.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49579.859375 Penalty: 1278.439453
	Iteration 18Q: 3 clusters Score -49579.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49583.398438 Penalty: 1278.439453
	Iteration 19Q: 3 clusters Score -49583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49592.195312 Penalty: 1278.439453
	Iteration 20F: 3 clusters Score -49592.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49601.894531 Penalty: 1278.439453
	Iteration 21Q: 3 clusters Score -49601.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49611.695312 Penalty: 1278.439453
	Iteration 22Q: 3 clusters Score -49611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49619.148438 Penalty: 1278.439453
	Iteration 23Q: 3 clusters Score -49619.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49622.125000 Penalty: 1278.439453
	Iteration 24Q: 3 clusters Score -49622.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49623.371094 Penalty: 1278.439453
	Iteration 25Q: 3 clusters Score -49623.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49625.878906 Penalty: 1278.439453
	Iteration 26Q: 3 clusters Score -49625.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49627.058594 Penalty: 1278.439453
	Iteration 27Q: 3 clusters Score -49627.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49629.839844 Penalty: 1278.439453
	Iteration 28Q: 3 clusters Score -49629.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49632.117188 Penalty: 1278.439453
	Iteration 29Q: 3 clusters Score -49632.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49635.269531 Penalty: 1278.439453
	Iteration 30Q: 3 clusters Score -49635.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49635.996094 Penalty: 1278.439453
	Iteration 31Q: 3 clusters Score -49636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49638.292969 Penalty: 1278.439453
	Iteration 32Q: 3 clusters Score -49638.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49639.320312 Penalty: 1278.439453
	Iteration 33Q: 3 clusters Score -49639.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49641.621094 Penalty: 1278.439453
	Iteration 34Q: 3 clusters Score -49641.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49644.027344 Penalty: 1278.439453
	Iteration 35Q: 3 clusters Score -49644.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49645.347656 Penalty: 1278.439453
	Iteration 36Q: 3 clusters Score -49645.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49646.542969 Penalty: 1278.439453
	Iteration 37Q: 3 clusters Score -49646.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49646.542969 Penalty: 1278.439453
	Iteration 38F: 3 clusters Score -49646.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -190574.656250 Penalty: 766.736023
	Iteration 0F: 2 clusters Score -190574.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -188150.453125 Penalty: 1533.472046
	Iteration 0F: 3 clusters Score -188150.5 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -188804.203125 Penalty: 1533.472046
	Iteration 1F: 3 clusters Score -188804.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -188916.796875 Penalty: 1533.472046
	Iteration 2F: 3 clusters Score -188916.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -188997.750000 Penalty: 1533.472046
	Iteration 3F: 3 clusters Score -188997.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -189045.671875 Penalty: 1533.472046
	Iteration 4Q: 3 clusters Score -189045.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -189082.234375 Penalty: 1533.472046
	Iteration 5Q: 3 clusters Score -189082.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -189109.875000 Penalty: 1533.472046
	Iteration 6Q: 3 clusters Score -189109.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -189138.187500 Penalty: 1533.472046
	Iteration 7Q: 3 clusters Score -189138.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -189169.890625 Penalty: 1533.472046
	Iteration 8Q: 3 clusters Score -189169.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -189217.859375 Penalty: 1533.472046
	Iteration 9Q: 3 clusters Score -189217.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -189283.531250 Penalty: 1533.472046
	Iteration 10Q: 3 clusters Score -189283.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -189348.687500 Penalty: 1533.472046
	Iteration 11Q: 3 clusters Score -189348.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -189432.593750 Penalty: 1533.472046
	Iteration 12Q: 3 clusters Score -189432.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -189512.593750 Penalty: 1533.472046
	Iteration 13Q: 3 clusters Score -189512.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -189610.843750 Penalty: 1533.472046
	Iteration 14Q: 3 clusters Score -189610.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -189700.375000 Penalty: 1533.472046
	Iteration 15Q: 3 clusters Score -189700.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -189758.765625 Penalty: 1533.472046
	Iteration 16Q: 3 clusters Score -189758.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -189802.906250 Penalty: 1533.472046
	Iteration 17Q: 3 clusters Score -189802.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -189838.796875 Penalty: 1533.472046
	Iteration 18Q: 3 clusters Score -189838.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -189870.765625 Penalty: 1533.472046
	Iteration 19Q: 3 clusters Score -189870.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -189885.687500 Penalty: 1533.472046
	Iteration 20F: 3 clusters Score -189885.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -189892.328125 Penalty: 1533.472046
	Iteration 21Q: 3 clusters Score -189892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -189895.375000 Penalty: 1533.472046
	Iteration 22Q: 3 clusters Score -189895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -189896.203125 Penalty: 1533.472046
	Iteration 23Q: 3 clusters Score -189896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -189896.984375 Penalty: 1533.472046
	Iteration 24Q: 3 clusters Score -189897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -189898.687500 Penalty: 1533.472046
	Iteration 25Q: 3 clusters Score -189898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -189900.234375 Penalty: 1533.472046
	Iteration 26Q: 3 clusters Score -189900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -189901.953125 Penalty: 1533.472046
	Iteration 27Q: 3 clusters Score -189902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -189905.171875 Penalty: 1533.472046
	Iteration 28Q: 3 clusters Score -189905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -189907.093750 Penalty: 1533.472046
	Iteration 29Q: 3 clusters Score -189907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -189907.765625 Penalty: 1533.472046
	Iteration 30Q: 3 clusters Score -189907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -189907.765625 Penalty: 1533.472046
	Iteration 31F: 3 clusters Score -189907.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Entering Unmasked Estep 
Score: -4194510.000000 Penalty: 1069.678467
	Iteration 0F: 2 clusters Score -4194510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -4142589.500000 Penalty: 2139.356934
	Iteration 0F: 3 clusters Score -4142590 nChanged 37429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -4164621.250000 Penalty: 2139.356934
	Iteration 1F: 3 clusters Score -4164621 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4165478.750000 Penalty: 2139.356934
	Iteration 2Q: 3 clusters Score -4165479 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4166616.000000 Penalty: 2139.356934
	Iteration 3Q: 3 clusters Score -4166616 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4168333.250000 Penalty: 2139.356934
	Iteration 4Q: 3 clusters Score -4168333 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -4170850.000000 Penalty: 2139.356934
	Iteration 5F: 3 clusters Score -4170850 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4174541.000000 Penalty: 2139.356934
	Iteration 6F: 3 clusters Score -4174541 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4179042.750000 Penalty: 2139.356934
	Iteration 7F: 3 clusters Score -4179043 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -4183492.500000 Penalty: 2139.356934
	Iteration 8F: 3 clusters Score -4183492 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4187079.750000 Penalty: 2139.356934
	Iteration 9F: 3 clusters Score -4187080 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -4189546.750000 Penalty: 2139.356934
	Iteration 10Q: 3 clusters Score -4189547 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4191201.000000 Penalty: 2139.356934
	Iteration 11Q: 3 clusters Score -4191201 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4192242.500000 Penalty: 2139.356934
	Iteration 12Q: 3 clusters Score -4192242 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4192798.750000 Penalty: 2139.356934
	Iteration 13Q: 3 clusters Score -4192799 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4193094.500000 Penalty: 2139.356934
	Iteration 14Q: 3 clusters Score -4193094 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4193312.250000 Penalty: 2139.356934
	Iteration 15Q: 3 clusters Score -4193312 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4193427.750000 Penalty: 2139.356934
	Iteration 16Q: 3 clusters Score -4193428 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4193509.750000 Penalty: 2139.356934
	Iteration 17Q: 3 clusters Score -4193510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4193550.500000 Penalty: 2139.356934
	Iteration 18Q: 3 clusters Score -4193550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4193594.500000 Penalty: 2139.356934
	Iteration 19Q: 3 clusters Score -4193594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4193646.750000 Penalty: 2139.356934
	Iteration 20F: 3 clusters Score -4193647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4193674.000000 Penalty: 2139.356934
	Iteration 21Q: 3 clusters Score -4193674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4193691.750000 Penalty: 2139.356934
	Iteration 22Q: 3 clusters Score -4193692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4193697.750000 Penalty: 2139.356934
	Iteration 23Q: 3 clusters Score -4193698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4193704.250000 Penalty: 2139.356934
	Iteration 24Q: 3 clusters Score -4193704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4193718.250000 Penalty: 2139.356934
	Iteration 25Q: 3 clusters Score -4193718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4193722.500000 Penalty: 2139.356934
	Iteration 26Q: 3 clusters Score -4193722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4193731.000000 Penalty: 2139.356934
	Iteration 27Q: 3 clusters Score -4193731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4193737.750000 Penalty: 2139.356934
	Iteration 28Q: 3 clusters Score -4193738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4193741.250000 Penalty: 2139.356934
	Iteration 29Q: 3 clusters Score -4193741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4193745.000000 Penalty: 2139.356934
	Iteration 30Q: 3 clusters Score -4193745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4193743.000000 Penalty: 2139.356934
	Iteration 31Q: 3 clusters Score -4193743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4193754.500000 Penalty: 2139.356934
	Iteration 32Q: 3 clusters Score -4193754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4193755.750000 Penalty: 2139.356934
	Iteration 33Q: 3 clusters Score -4193756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4193750.500000 Penalty: 2139.356934
	Iteration 34Q: 3 clusters Score -4193750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4193750.250000 Penalty: 2139.356934
	Iteration 35Q: 3 clusters Score -4193750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4193745.000000 Penalty: 2139.356934
	Iteration 36Q: 3 clusters Score -4193745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4193751.250000 Penalty: 2139.356934
	Iteration 37Q: 3 clusters Score -4193751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4193750.250000 Penalty: 2139.356934
	Iteration 38Q: 3 clusters Score -4193750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4193752.500000 Penalty: 2139.356934
	Iteration 39Q: 3 clusters Score -4193752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4193755.750000 Penalty: 2139.356934
	Iteration 40F: 3 clusters Score -4193756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4193755.500000 Penalty: 2139.356934
	Iteration 41Q: 3 clusters Score -4193756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4193755.250000 Penalty: 2139.356934
	Iteration 42Q: 3 clusters Score -4193755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4193755.250000 Penalty: 2139.356934
	Iteration 43F: 3 clusters Score -4193755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -314381.437500 Penalty: 837.502441
	Iteration 0F: 2 clusters Score -314381.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -309664.656250 Penalty: 1675.004883
	Iteration 0F: 3 clusters Score -309664.7 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -311461.531250 Penalty: 1675.004883
	Iteration 1F: 3 clusters Score -311461.5 nChanged 501
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: -311711.593750 Penalty: 1675.004883
	Iteration 2F: 3 clusters Score -311711.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -311916.875000 Penalty: 1675.004883
	Iteration 3F: 3 clusters Score -311916.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -312133.000000 Penalty: 1675.004883
	Iteration 4F: 3 clusters Score -312133 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -312335.375000 Penalty: 1675.004883
	Iteration 5F: 3 clusters Score -312335.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -312506.468750 Penalty: 1675.004883
	Iteration 6Q: 3 clusters Score -312506.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -312652.812500 Penalty: 1675.004883
	Iteration 7Q: 3 clusters Score -312652.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -312777.250000 Penalty: 1675.004883
	Iteration 8Q: 3 clusters Score -312777.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -312900.281250 Penalty: 1675.004883
	Iteration 9Q: 3 clusters Score -312900.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -312988.531250 Penalty: 1675.004883
	Iteration 10Q: 3 clusters Score -312988.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -313070.062500 Penalty: 1675.004883
	Iteration 11Q: 3 clusters Score -313070.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -313135.562500 Penalty: 1675.004883
	Iteration 12Q: 3 clusters Score -313135.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -313188.625000 Penalty: 1675.004883
	Iteration 13Q: 3 clusters Score -313188.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -313246.375000 Penalty: 1675.004883
	Iteration 14Q: 3 clusters Score -313246.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -313309.437500 Penalty: 1675.004883
	Iteration 15Q: 3 clusters Score -313309.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -313394.187500 Penalty: 1675.004883
	Iteration 16Q: 3 clusters Score -313394.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -313493.937500 Penalty: 1675.004883
	Iteration 17Q: 3 clusters Score -313493.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -313606.218750 Penalty: 1675.004883
	Iteration 18Q: 3 clusters Score -313606.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -313717.093750 Penalty: 1675.004883
	Iteration 19Q: 3 clusters Score -313717.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -313811.687500 Penalty: 1675.004883
	Iteration 20F: 3 clusters Score -313811.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -313872.625000 Penalty: 1675.004883
	Iteration 21Q: 3 clusters Score -313872.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -313915.250000 Penalty: 1675.004883
	Iteration 22Q: 3 clusters Score -313915.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -313947.843750 Penalty: 1675.004883
	Iteration 23Q: 3 clusters Score -313947.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -313969.468750 Penalty: 1675.004883
	Iteration 24Q: 3 clusters Score -313969.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -313988.375000 Penalty: 1675.004883
	Iteration 25Q: 3 clusters Score -313988.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -313998.250000 Penalty: 1675.004883
	Iteration 26Q: 3 clusters Score -313998.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -314012.187500 Penalty: 1675.004883
	Iteration 27Q: 3 clusters Score -314012.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -314024.593750 Penalty: 1675.004883
	Iteration 28Q: 3 clusters Score -314024.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -314037.718750 Penalty: 1675.004883
	Iteration 29Q: 3 clusters Score -314037.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -314045.500000 Penalty: 1675.004883
	Iteration 30Q: 3 clusters Score -314045.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -314050.906250 Penalty: 1675.004883
	Iteration 31Q: 3 clusters Score -314050.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -314056.718750 Penalty: 1675.004883
	Iteration 32Q: 3 clusters Score -314056.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -314060.406250 Penalty: 1675.004883
	Iteration 33Q: 3 clusters Score -314060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -314062.062500 Penalty: 1675.004883
	Iteration 34Q: 3 clusters Score -314062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -314062.468750 Penalty: 1675.004883
	Iteration 35Q: 3 clusters Score -314062.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -314064.406250 Penalty: 1675.004883
	Iteration 36Q: 3 clusters Score -314064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -314065.468750 Penalty: 1675.004883
	Iteration 37Q: 3 clusters Score -314065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -314065.968750 Penalty: 1675.004883
	Iteration 38Q: 3 clusters Score -314066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -314066.062500 Penalty: 1675.004883
	Iteration 39Q: 3 clusters Score -314066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -314066.750000 Penalty: 1675.004883
	Iteration 40F: 3 clusters Score -314066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -314067.687500 Penalty: 1675.004883
	Iteration 41Q: 3 clusters Score -314067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -314068.281250 Penalty: 1675.004883
	Iteration 42Q: 3 clusters Score -314068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -314068.625000 Penalty: 1675.004883
	Iteration 43Q: 3 clusters Score -314068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -314069.187500 Penalty: 1675.004883
	Iteration 44Q: 3 clusters Score -314069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -314069.593750 Penalty: 1675.004883
	Iteration 45Q: 3 clusters Score -314069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -314069.593750 Penalty: 1675.004883
	Iteration 46F: 3 clusters Score -314069.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Entering Unmasked Estep 
Score: -1331923.625000 Penalty: 969.218079
	Iteration 0F: 2 clusters Score -1331924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1313813.125000 Penalty: 1938.436157
	Iteration 0F: 3 clusters Score -1313813 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1320909.625000 Penalty: 1938.436157
	Iteration 1F: 3 clusters Score -1320910 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1321305.625000 Penalty: 1938.436157
	Iteration 2Q: 3 clusters Score -1321306 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1321766.000000 Penalty: 1938.436157
	Iteration 3Q: 3 clusters Score -1321766 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1322403.375000 Penalty: 1938.436157
	Iteration 4F: 3 clusters Score -1322403 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1323300.000000 Penalty: 1938.436157
	Iteration 5F: 3 clusters Score -1323300 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1324453.875000 Penalty: 1938.436157
	Iteration 6F: 3 clusters Score -1324454 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -1325745.375000 Penalty: 1938.436157
	Iteration 7F: 3 clusters Score -1325745 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -1327121.875000 Penalty: 1938.436157
	Iteration 8F: 3 clusters Score -1327122 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -1328369.625000 Penalty: 1938.436157
	Iteration 9F: 3 clusters Score -1328370 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -1329405.000000 Penalty: 1938.436157
	Iteration 10Q: 3 clusters Score -1329405 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -1330095.750000 Penalty: 1938.436157
	Iteration 11Q: 3 clusters Score -1330096 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -1330492.875000 Penalty: 1938.436157
	Iteration 12Q: 3 clusters Score -1330493 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -1330707.125000 Penalty: 1938.436157
	Iteration 13Q: 3 clusters Score -1330707 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -1330871.875000 Penalty: 1938.436157
	Iteration 14Q: 3 clusters Score -1330872 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -1331017.125000 Penalty: 1938.436157
	Iteration 15Q: 3 clusters Score -1331017 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -1331113.250000 Penalty: 1938.436157
	Iteration 16Q: 3 clusters Score -1331113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -1331177.375000 Penalty: 1938.436157
	Iteration 17Q: 3 clusters Score -1331177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -1331222.750000 Penalty: 1938.436157
	Iteration 18Q: 3 clusters Score -1331223 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -1331255.000000 Penalty: 1938.436157
	Iteration 19Q: 3 clusters Score -1331255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -1331283.750000 Penalty: 1938.436157
	Iteration 20F: 3 clusters Score -1331284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -1331310.750000 Penalty: 1938.436157
	Iteration 21Q: 3 clusters Score -1331311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -1331329.125000 Penalty: 1938.436157
	Iteration 22Q: 3 clusters Score -1331329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -1331340.750000 Penalty: 1938.436157
	Iteration 23Q: 3 clusters Score -1331341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -1331350.625000 Penalty: 1938.436157
	Iteration 24Q: 3 clusters Score -1331351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -1331358.000000 Penalty: 1938.436157
	Iteration 25Q: 3 clusters Score -1331358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -1331365.625000 Penalty: 1938.436157
	Iteration 26Q: 3 clusters Score -1331366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -1331371.125000 Penalty: 1938.436157
	Iteration 27Q: 3 clusters Score -1331371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -1331372.625000 Penalty: 1938.436157
	Iteration 28Q: 3 clusters Score -1331373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -1331376.000000 Penalty: 1938.436157
	Iteration 29Q: 3 clusters Score -1331376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -1331379.625000 Penalty: 1938.436157
	Iteration 30Q: 3 clusters Score -1331380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -1331378.250000 Penalty: 1938.436157
	Iteration 31Q: 3 clusters Score -1331378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -1331377.750000 Penalty: 1938.436157
	Iteration 32Q: 3 clusters Score -1331378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -1331379.375000 Penalty: 1938.436157
	Iteration 33Q: 3 clusters Score -1331379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -1331379.000000 Penalty: 1938.436157
	Iteration 34Q: 3 clusters Score -1331379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -1331380.000000 Penalty: 1938.436157
	Iteration 35Q: 3 clusters Score -1331380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -1331380.250000 Penalty: 1938.436157
	Iteration 36Q: 3 clusters Score -1331380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -1331381.750000 Penalty: 1938.436157
	Iteration 37Q: 3 clusters Score -1331382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -1331379.625000 Penalty: 1938.436157
	Iteration 38Q: 3 clusters Score -1331380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -1331379.375000 Penalty: 1938.436157
	Iteration 39Q: 3 clusters Score -1331379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -1331378.500000 Penalty: 1938.436157
	Iteration 40F: 3 clusters Score -1331378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Entering Unmasked Estep 
Score: -862328.125000 Penalty: 914.044678
	Iteration 0F: 2 clusters Score -862328.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -852152.125000 Penalty: 1828.089355
	Iteration 0F: 3 clusters Score -852152.1 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -855938.062500 Penalty: 1828.089355
	Iteration 1F: 3 clusters Score -855938.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -856231.437500 Penalty: 1828.089355
	Iteration 2F: 3 clusters Score -856231.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -856511.000000 Penalty: 1828.089355
	Iteration 3Q: 3 clusters Score -856511 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -856797.187500 Penalty: 1828.089355
	Iteration 4Q: 3 clusters Score -856797.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -857154.812500 Penalty: 1828.089355
	Iteration 5Q: 3 clusters Score -857154.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -857608.625000 Penalty: 1828.089355
	Iteration 6F: 3 clusters Score -857608.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -858183.000000 Penalty: 1828.089355
	Iteration 7F: 3 clusters Score -858183 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -858769.937500 Penalty: 1828.089355
	Iteration 8F: 3 clusters Score -858769.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -859268.250000 Penalty: 1828.089355
	Iteration 9Q: 3 clusters Score -859268.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -859582.375000 Penalty: 1828.089355
	Iteration 10Q: 3 clusters Score -859582.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -859804.375000 Penalty: 1828.089355
	Iteration 11Q: 3 clusters Score -859804.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -859979.562500 Penalty: 1828.089355
	Iteration 12Q: 3 clusters Score -859979.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -860131.875000 Penalty: 1828.089355
	Iteration 13Q: 3 clusters Score -860131.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -860260.875000 Penalty: 1828.089355
	Iteration 14Q: 3 clusters Score -860260.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -860385.937500 Penalty: 1828.089355
	Iteration 15Q: 3 clusters Score -860385.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -860525.750000 Penalty: 1828.089355
	Iteration 16Q: 3 clusters Score -860525.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -860677.875000 Penalty: 1828.089355
	Iteration 17Q: 3 clusters Score -860677.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -860811.062500 Penalty: 1828.089355
	Iteration 18Q: 3 clusters Score -860811.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -860918.875000 Penalty: 1828.089355
	Iteration 19Q: 3 clusters Score -860918.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -861019.562500 Penalty: 1828.089355
	Iteration 20F: 3 clusters Score -861019.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -861115.375000 Penalty: 1828.089355
	Iteration 21Q: 3 clusters Score -861115.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -861193.750000 Penalty: 1828.089355
	Iteration 22Q: 3 clusters Score -861193.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -861271.812500 Penalty: 1828.089355
	Iteration 23Q: 3 clusters Score -861271.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -861356.750000 Penalty: 1828.089355
	Iteration 24Q: 3 clusters Score -861356.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -861407.062500 Penalty: 1828.089355
	Iteration 25Q: 3 clusters Score -861407.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -861458.812500 Penalty: 1828.089355
	Iteration 26Q: 3 clusters Score -861458.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -861486.187500 Penalty: 1828.089355
	Iteration 27Q: 3 clusters Score -861486.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -861509.187500 Penalty: 1828.089355
	Iteration 28Q: 3 clusters Score -861509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -861523.062500 Penalty: 1828.089355
	Iteration 29Q: 3 clusters Score -861523.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -861532.687500 Penalty: 1828.089355
	Iteration 30Q: 3 clusters Score -861532.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -861537.437500 Penalty: 1828.089355
	Iteration 31Q: 3 clusters Score -861537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -861546.250000 Penalty: 1828.089355
	Iteration 32Q: 3 clusters Score -861546.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -861554.187500 Penalty: 1828.089355
	Iteration 33Q: 3 clusters Score -861554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -861561.625000 Penalty: 1828.089355
	Iteration 34Q: 3 clusters Score -861561.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -861567.312500 Penalty: 1828.089355
	Iteration 35Q: 3 clusters Score -861567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -861570.937500 Penalty: 1828.089355
	Iteration 36Q: 3 clusters Score -861570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -861573.750000 Penalty: 1828.089355
	Iteration 37Q: 3 clusters Score -861573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -861579.625000 Penalty: 1828.089355
	Iteration 38Q: 3 clusters Score -861579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -861581.875000 Penalty: 1828.089355
	Iteration 39Q: 3 clusters Score -861581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -861586.375000 Penalty: 1828.089355
	Iteration 40F: 3 clusters Score -861586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -861591.187500 Penalty: 1828.089355
	Iteration 41Q: 3 clusters Score -861591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -861592.812500 Penalty: 1828.089355
	Iteration 42Q: 3 clusters Score -861592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -861594.562500 Penalty: 1828.089355
	Iteration 43Q: 3 clusters Score -861594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -861594.562500 Penalty: 1828.089355
	Iteration 44F: 3 clusters Score -861594.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -182602.546875 Penalty: 781.244568
	Iteration 0F: 2 clusters Score -182602.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -179836.718750 Penalty: 1562.489136
	Iteration 0F: 3 clusters Score -179836.7 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -180705.234375 Penalty: 1562.489136
	Iteration 1F: 3 clusters Score -180705.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -180897.000000 Penalty: 1562.489136
	Iteration 2F: 3 clusters Score -180897 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -181056.781250 Penalty: 1562.489136
	Iteration 3F: 3 clusters Score -181056.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -181187.609375 Penalty: 1562.489136
	Iteration 4Q: 3 clusters Score -181187.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -181296.140625 Penalty: 1562.489136
	Iteration 5Q: 3 clusters Score -181296.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -181402.343750 Penalty: 1562.489136
	Iteration 6Q: 3 clusters Score -181402.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -181500.703125 Penalty: 1562.489136
	Iteration 7Q: 3 clusters Score -181500.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -181616.687500 Penalty: 1562.489136
	Iteration 8Q: 3 clusters Score -181616.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -181734.687500 Penalty: 1562.489136
	Iteration 9Q: 3 clusters Score -181734.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -181834.312500 Penalty: 1562.489136
	Iteration 10Q: 3 clusters Score -181834.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -181915.593750 Penalty: 1562.489136
	Iteration 11Q: 3 clusters Score -181915.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -181987.765625 Penalty: 1562.489136
	Iteration 12Q: 3 clusters Score -181987.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -182036.140625 Penalty: 1562.489136
	Iteration 13Q: 3 clusters Score -182036.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -182062.531250 Penalty: 1562.489136
	Iteration 14Q: 3 clusters Score -182062.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -182086.046875 Penalty: 1562.489136
	Iteration 15Q: 3 clusters Score -182086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -182100.640625 Penalty: 1562.489136
	Iteration 16Q: 3 clusters Score -182100.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -182111.390625 Penalty: 1562.489136
	Iteration 17Q: 3 clusters Score -182111.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -182121.796875 Penalty: 1562.489136
	Iteration 18Q: 3 clusters Score -182121.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -182127.453125 Penalty: 1562.489136
	Iteration 19Q: 3 clusters Score -182127.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -182135.453125 Penalty: 1562.489136
	Iteration 20F: 3 clusters Score -182135.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -182146.984375 Penalty: 1562.489136
	Iteration 21Q: 3 clusters Score -182147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -182158.031250 Penalty: 1562.489136
	Iteration 22Q: 3 clusters Score -182158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -182167.890625 Penalty: 1562.489136
	Iteration 23Q: 3 clusters Score -182167.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -182175.437500 Penalty: 1562.489136
	Iteration 24Q: 3 clusters Score -182175.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -182180.703125 Penalty: 1562.489136
	Iteration 25Q: 3 clusters Score -182180.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -182185.812500 Penalty: 1562.489136
	Iteration 26Q: 3 clusters Score -182185.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -182189.156250 Penalty: 1562.489136
	Iteration 27Q: 3 clusters Score -182189.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -182192.546875 Penalty: 1562.489136
	Iteration 28Q: 3 clusters Score -182192.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -182197.437500 Penalty: 1562.489136
	Iteration 29Q: 3 clusters Score -182197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -182200.375000 Penalty: 1562.489136
	Iteration 30Q: 3 clusters Score -182200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -182203.953125 Penalty: 1562.489136
	Iteration 31Q: 3 clusters Score -182204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -182206.234375 Penalty: 1562.489136
	Iteration 32Q: 3 clusters Score -182206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -182207.890625 Penalty: 1562.489136
	Iteration 33Q: 3 clusters Score -182207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -182210.156250 Penalty: 1562.489136
	Iteration 34Q: 3 clusters Score -182210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -182210.703125 Penalty: 1562.489136
	Iteration 35Q: 3 clusters Score -182210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -182212.953125 Penalty: 1562.489136
	Iteration 36Q: 3 clusters Score -182213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -182215.765625 Penalty: 1562.489136
	Iteration 37Q: 3 clusters Score -182215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -182218.484375 Penalty: 1562.489136
	Iteration 38Q: 3 clusters Score -182218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -182219.765625 Penalty: 1562.489136
	Iteration 39Q: 3 clusters Score -182219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -182219.687500 Penalty: 1562.489136
	Iteration 40F: 3 clusters Score -182219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -144814.109375 Penalty: 763.413025
	Iteration 0F: 2 clusters Score -144814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -142406.687500 Penalty: 1526.826050
	Iteration 0F: 3 clusters Score -142406.7 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -143242.593750 Penalty: 1526.826050
	Iteration 1F: 3 clusters Score -143242.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -143403.203125 Penalty: 1526.826050
	Iteration 2F: 3 clusters Score -143403.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -143495.937500 Penalty: 1526.826050
	Iteration 3F: 3 clusters Score -143495.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -143566.437500 Penalty: 1526.826050
	Iteration 4Q: 3 clusters Score -143566.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -143617.125000 Penalty: 1526.826050
	Iteration 5Q: 3 clusters Score -143617.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -143664.312500 Penalty: 1526.826050
	Iteration 6Q: 3 clusters Score -143664.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -143741.390625 Penalty: 1526.826050
	Iteration 7Q: 3 clusters Score -143741.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -143837.593750 Penalty: 1526.826050
	Iteration 8Q: 3 clusters Score -143837.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -143949.265625 Penalty: 1526.826050
	Iteration 9Q: 3 clusters Score -143949.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -144044.750000 Penalty: 1526.826050
	Iteration 10Q: 3 clusters Score -144044.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -144128.781250 Penalty: 1526.826050
	Iteration 11Q: 3 clusters Score -144128.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144187.375000 Penalty: 1526.826050
	Iteration 12Q: 3 clusters Score -144187.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144250.812500 Penalty: 1526.826050
	Iteration 13Q: 3 clusters Score -144250.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144295.593750 Penalty: 1526.826050
	Iteration 14Q: 3 clusters Score -144295.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -144338.125000 Penalty: 1526.826050
	Iteration 15Q: 3 clusters Score -144338.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -144359.218750 Penalty: 1526.826050
	Iteration 16Q: 3 clusters Score -144359.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -144369.125000 Penalty: 1526.826050
	Iteration 17Q: 3 clusters Score -144369.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -144382.687500 Penalty: 1526.826050
	Iteration 18Q: 3 clusters Score -144382.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -144402.421875 Penalty: 1526.826050
	Iteration 19Q: 3 clusters Score -144402.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144421.250000 Penalty: 1526.826050
	Iteration 20F: 3 clusters Score -144421.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -144434.281250 Penalty: 1526.826050
	Iteration 21Q: 3 clusters Score -144434.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -144442.187500 Penalty: 1526.826050
	Iteration 22Q: 3 clusters Score -144442.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -144447.078125 Penalty: 1526.826050
	Iteration 23Q: 3 clusters Score -144447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -144448.640625 Penalty: 1526.826050
	Iteration 24Q: 3 clusters Score -144448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -144450.546875 Penalty: 1526.826050
	Iteration 25Q: 3 clusters Score -144450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -144451.734375 Penalty: 1526.826050
	Iteration 26Q: 3 clusters Score -144451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -144452.578125 Penalty: 1526.826050
	Iteration 27Q: 3 clusters Score -144452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -144453.968750 Penalty: 1526.826050
	Iteration 28Q: 3 clusters Score -144454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -144454.421875 Penalty: 1526.826050
	Iteration 29Q: 3 clusters Score -144454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -144455.375000 Penalty: 1526.826050
	Iteration 30Q: 3 clusters Score -144455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -144455.171875 Penalty: 1526.826050
	Iteration 31Q: 3 clusters Score -144455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -144455.515625 Penalty: 1526.826050
	Iteration 32Q: 3 clusters Score -144455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -144455.593750 Penalty: 1526.826050
	Iteration 33Q: 3 clusters Score -144455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -144456.109375 Penalty: 1526.826050
	Iteration 34Q: 3 clusters Score -144456.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -144456.500000 Penalty: 1526.826050
	Iteration 35Q: 3 clusters Score -144456.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -144458.406250 Penalty: 1526.826050
	Iteration 36Q: 3 clusters Score -144458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -144458.578125 Penalty: 1526.826050
	Iteration 37Q: 3 clusters Score -144458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -144459.343750 Penalty: 1526.826050
	Iteration 38Q: 3 clusters Score -144459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -144459.343750 Penalty: 1526.826050
	Iteration 39F: 3 clusters Score -144459.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Entering Unmasked Estep 
Score: -356250.531250 Penalty: 839.455566
	Iteration 0F: 2 clusters Score -356250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -351438.406250 Penalty: 1678.911133
	Iteration 0F: 3 clusters Score -351438.4 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -353162.906250 Penalty: 1678.911133
	Iteration 1F: 3 clusters Score -353162.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -353434.218750 Penalty: 1678.911133
	Iteration 2F: 3 clusters Score -353434.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -353715.875000 Penalty: 1678.911133
	Iteration 3F: 3 clusters Score -353715.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -353978.593750 Penalty: 1678.911133
	Iteration 4F: 3 clusters Score -353978.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -354205.468750 Penalty: 1678.911133
	Iteration 5F: 3 clusters Score -354205.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -354388.468750 Penalty: 1678.911133
	Iteration 6Q: 3 clusters Score -354388.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -354508.406250 Penalty: 1678.911133
	Iteration 7Q: 3 clusters Score -354508.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -354605.125000 Penalty: 1678.911133
	Iteration 8Q: 3 clusters Score -354605.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -354681.093750 Penalty: 1678.911133
	Iteration 9Q: 3 clusters Score -354681.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -354742.250000 Penalty: 1678.911133
	Iteration 10Q: 3 clusters Score -354742.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -354798.593750 Penalty: 1678.911133
	Iteration 11Q: 3 clusters Score -354798.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -354844.593750 Penalty: 1678.911133
	Iteration 12Q: 3 clusters Score -354844.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -354884.031250 Penalty: 1678.911133
	Iteration 13Q: 3 clusters Score -354884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -354916.781250 Penalty: 1678.911133
	Iteration 14Q: 3 clusters Score -354916.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -354952.750000 Penalty: 1678.911133
	Iteration 15Q: 3 clusters Score -354952.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -354995.625000 Penalty: 1678.911133
	Iteration 16Q: 3 clusters Score -354995.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -355030.656250 Penalty: 1678.911133
	Iteration 17Q: 3 clusters Score -355030.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -355066.531250 Penalty: 1678.911133
	Iteration 18Q: 3 clusters Score -355066.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -355106.093750 Penalty: 1678.911133
	Iteration 19Q: 3 clusters Score -355106.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -355151.687500 Penalty: 1678.911133
	Iteration 20F: 3 clusters Score -355151.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -355199.500000 Penalty: 1678.911133
	Iteration 21Q: 3 clusters Score -355199.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -355241.156250 Penalty: 1678.911133
	Iteration 22Q: 3 clusters Score -355241.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -355282.625000 Penalty: 1678.911133
	Iteration 23Q: 3 clusters Score -355282.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -355321.156250 Penalty: 1678.911133
	Iteration 24Q: 3 clusters Score -355321.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -355358.343750 Penalty: 1678.911133
	Iteration 25Q: 3 clusters Score -355358.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -355396.250000 Penalty: 1678.911133
	Iteration 26Q: 3 clusters Score -355396.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -355426.000000 Penalty: 1678.911133
	Iteration 27Q: 3 clusters Score -355426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -355451.125000 Penalty: 1678.911133
	Iteration 28Q: 3 clusters Score -355451.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -355473.062500 Penalty: 1678.911133
	Iteration 29Q: 3 clusters Score -355473.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -355495.500000 Penalty: 1678.911133
	Iteration 30Q: 3 clusters Score -355495.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -355511.687500 Penalty: 1678.911133
	Iteration 31Q: 3 clusters Score -355511.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -355525.468750 Penalty: 1678.911133
	Iteration 32Q: 3 clusters Score -355525.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -355535.187500 Penalty: 1678.911133
	Iteration 33Q: 3 clusters Score -355535.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -355544.250000 Penalty: 1678.911133
	Iteration 34Q: 3 clusters Score -355544.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -355551.000000 Penalty: 1678.911133
	Iteration 35Q: 3 clusters Score -355551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -355557.218750 Penalty: 1678.911133
	Iteration 36Q: 3 clusters Score -355557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -355560.343750 Penalty: 1678.911133
	Iteration 37Q: 3 clusters Score -355560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -355565.750000 Penalty: 1678.911133
	Iteration 38Q: 3 clusters Score -355565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -355567.656250 Penalty: 1678.911133
	Iteration 39Q: 3 clusters Score -355567.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -355570.000000 Penalty: 1678.911133
	Iteration 40F: 3 clusters Score -355570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -355571.125000 Penalty: 1678.911133
	Iteration 41Q: 3 clusters Score -355571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -355574.187500 Penalty: 1678.911133
	Iteration 42Q: 3 clusters Score -355574.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -355576.906250 Penalty: 1678.911133
	Iteration 43Q: 3 clusters Score -355576.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -355580.156250 Penalty: 1678.911133
	Iteration 44Q: 3 clusters Score -355580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -355581.531250 Penalty: 1678.911133
	Iteration 45Q: 3 clusters Score -355581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -355583.000000 Penalty: 1678.911133
	Iteration 46Q: 3 clusters Score -355583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -355583.812500 Penalty: 1678.911133
	Iteration 47Q: 3 clusters Score -355583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -355584.562500 Penalty: 1678.911133
	Iteration 48Q: 3 clusters Score -355584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -355585.656250 Penalty: 1678.911133
	Iteration 49Q: 3 clusters Score -355585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -355586.312500 Penalty: 1678.911133
	Iteration 50Q: 3 clusters Score -355586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -355587.125000 Penalty: 1678.911133
	Iteration 51Q: 3 clusters Score -355587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -355589.000000 Penalty: 1678.911133
	Iteration 52Q: 3 clusters Score -355589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -355590.750000 Penalty: 1678.911133
	Iteration 53Q: 3 clusters Score -355590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -355593.250000 Penalty: 1678.911133
	Iteration 54Q: 3 clusters Score -355593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -355597.281250 Penalty: 1678.911133
	Iteration 55Q: 3 clusters Score -355597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -355598.781250 Penalty: 1678.911133
	Iteration 56Q: 3 clusters Score -355598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -355601.687500 Penalty: 1678.911133
	Iteration 57Q: 3 clusters Score -355601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -355602.750000 Penalty: 1678.911133
	Iteration 58Q: 3 clusters Score -355602.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -355602.906250 Penalty: 1678.911133
	Iteration 59Q: 3 clusters Score -355602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -355602.906250 Penalty: 1678.911133
	Iteration 60F: 3 clusters Score -355602.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (137050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137050 members 
Entering Unmasked Estep 
Score: -7462583.000000 Penalty: 1123.669556
	Iteration 0F: 2 clusters Score -7462583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -7370371.000000 Penalty: 2247.339111
	Iteration 0F: 3 clusters Score -7370371 nChanged 66457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -7411545.500000 Penalty: 2247.339111
	Iteration 1F: 3 clusters Score -7411546 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -7414144.000000 Penalty: 2247.339111
	Iteration 2Q: 3 clusters Score -7414144 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -7417853.500000 Penalty: 2247.339111
	Iteration 3F: 3 clusters Score -7417854 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -7422099.000000 Penalty: 2247.339111
	Iteration 4F: 3 clusters Score -7422099 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -7426064.000000 Penalty: 2247.339111
	Iteration 5F: 3 clusters Score -7426064 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -7429039.500000 Penalty: 2247.339111
	Iteration 6F: 3 clusters Score -7429040 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -7431050.500000 Penalty: 2247.339111
	Iteration 7Q: 3 clusters Score -7431050 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -7432129.000000 Penalty: 2247.339111
	Iteration 8Q: 3 clusters Score -7432129 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -7432789.000000 Penalty: 2247.339111
	Iteration 9Q: 3 clusters Score -7432789 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -7433338.500000 Penalty: 2247.339111
	Iteration 10Q: 3 clusters Score -7433338 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -7433736.000000 Penalty: 2247.339111
	Iteration 11Q: 3 clusters Score -7433736 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -7434115.500000 Penalty: 2247.339111
	Iteration 12Q: 3 clusters Score -7434116 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -7434597.500000 Penalty: 2247.339111
	Iteration 13Q: 3 clusters Score -7434598 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -7435100.000000 Penalty: 2247.339111
	Iteration 14Q: 3 clusters Score -7435100 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -7435776.500000 Penalty: 2247.339111
	Iteration 15Q: 3 clusters Score -7435776 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -7436597.000000 Penalty: 2247.339111
	Iteration 16Q: 3 clusters Score -7436597 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -7437482.500000 Penalty: 2247.339111
	Iteration 17Q: 3 clusters Score -7437482 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -7438405.500000 Penalty: 2247.339111
	Iteration 18Q: 3 clusters Score -7438406 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -7439301.000000 Penalty: 2247.339111
	Iteration 19Q: 3 clusters Score -7439301 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -7440196.000000 Penalty: 2247.339111
	Iteration 20F: 3 clusters Score -7440196 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -7440983.500000 Penalty: 2247.339111
	Iteration 21Q: 3 clusters Score -7440984 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -7441521.500000 Penalty: 2247.339111
	Iteration 22Q: 3 clusters Score -7441522 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -7441980.000000 Penalty: 2247.339111
	Iteration 23Q: 3 clusters Score -7441980 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -7442275.500000 Penalty: 2247.339111
	Iteration 24Q: 3 clusters Score -7442276 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -7442498.000000 Penalty: 2247.339111
	Iteration 25Q: 3 clusters Score -7442498 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -7442724.500000 Penalty: 2247.339111
	Iteration 26Q: 3 clusters Score -7442724 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -7442911.500000 Penalty: 2247.339111
	Iteration 27Q: 3 clusters Score -7442912 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -7443129.500000 Penalty: 2247.339111
	Iteration 28Q: 3 clusters Score -7443130 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -7443319.000000 Penalty: 2247.339111
	Iteration 29Q: 3 clusters Score -7443319 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -7443539.500000 Penalty: 2247.339111
	Iteration 30Q: 3 clusters Score -7443540 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -7443774.500000 Penalty: 2247.339111
	Iteration 31Q: 3 clusters Score -7443774 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -7444028.500000 Penalty: 2247.339111
	Iteration 32Q: 3 clusters Score -7444028 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7444273.500000 Penalty: 2247.339111
	Iteration 33Q: 3 clusters Score -7444274 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -7444576.500000 Penalty: 2247.339111
	Iteration 34Q: 3 clusters Score -7444576 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -7444938.500000 Penalty: 2247.339111
	Iteration 35Q: 3 clusters Score -7444938 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100949 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -7445283.000000 Penalty: 2247.339111
	Iteration 36Q: 3 clusters Score -7445283 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -7445683.500000 Penalty: 2247.339111
	Iteration 37Q: 3 clusters Score -7445684 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104247 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -7446139.000000 Penalty: 2247.339111
	Iteration 38Q: 3 clusters Score -7446139 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106022 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -7446510.500000 Penalty: 2247.339111
	Iteration 39Q: 3 clusters Score -7446510 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7446992.000000 Penalty: 2247.339111
	Iteration 40F: 3 clusters Score -7446992 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -7447556.000000 Penalty: 2247.339111
	Iteration 41Q: 3 clusters Score -7447556 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111805 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -7448144.000000 Penalty: 2247.339111
	Iteration 42Q: 3 clusters Score -7448144 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -7448885.000000 Penalty: 2247.339111
	Iteration 43Q: 3 clusters Score -7448885 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -7449624.500000 Penalty: 2247.339111
	Iteration 44Q: 3 clusters Score -7449624 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118405 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -7450563.500000 Penalty: 2247.339111
	Iteration 45Q: 3 clusters Score -7450564 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120776 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -7451625.000000 Penalty: 2247.339111
	Iteration 46Q: 3 clusters Score -7451625 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123202 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -7452833.000000 Penalty: 2247.339111
	Iteration 47Q: 3 clusters Score -7452833 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125624 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -7454279.000000 Penalty: 2247.339111
	Iteration 48Q: 3 clusters Score -7454279 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128096 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -7455992.000000 Penalty: 2247.339111
	Iteration 49Q: 3 clusters Score -7455992 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130324 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -7457628.500000 Penalty: 2247.339111
	Iteration 50Q: 3 clusters Score -7457628 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132154 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7458960.000000 Penalty: 2247.339111
	Iteration 51Q: 3 clusters Score -7458960 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133535 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7459841.000000 Penalty: 2247.339111
	Iteration 52Q: 3 clusters Score -7459841 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134531 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7460461.500000 Penalty: 2247.339111
	Iteration 53Q: 3 clusters Score -7460462 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135214 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7460867.500000 Penalty: 2247.339111
	Iteration 54Q: 3 clusters Score -7460868 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135644 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7461084.000000 Penalty: 2247.339111
	Iteration 55Q: 3 clusters Score -7461084 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135940 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7461283.500000 Penalty: 2247.339111
	Iteration 56Q: 3 clusters Score -7461284 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7461381.500000 Penalty: 2247.339111
	Iteration 57Q: 3 clusters Score -7461382 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136266 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7461436.500000 Penalty: 2247.339111
	Iteration 58Q: 3 clusters Score -7461436 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136352 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7461488.500000 Penalty: 2247.339111
	Iteration 59Q: 3 clusters Score -7461488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136417 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7461527.500000 Penalty: 2247.339111
	Iteration 60F: 3 clusters Score -7461528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136471 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7461556.000000 Penalty: 2247.339111
	Iteration 61Q: 3 clusters Score -7461556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136522 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7461588.500000 Penalty: 2247.339111
	Iteration 62Q: 3 clusters Score -7461588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136550 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7461597.500000 Penalty: 2247.339111
	Iteration 63Q: 3 clusters Score -7461598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7461609.000000 Penalty: 2247.339111
	Iteration 64Q: 3 clusters Score -7461609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136585 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7461621.500000 Penalty: 2247.339111
	Iteration 65Q: 3 clusters Score -7461622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136589 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7461617.500000 Penalty: 2247.339111
	Iteration 66Q: 3 clusters Score -7461618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7461624.000000 Penalty: 2247.339111
	Iteration 67Q: 3 clusters Score -7461624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136608 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7461635.000000 Penalty: 2247.339111
	Iteration 68Q: 3 clusters Score -7461635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136614 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7461644.500000 Penalty: 2247.339111
	Iteration 69Q: 3 clusters Score -7461644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136617 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7461648.000000 Penalty: 2247.339111
	Iteration 70Q: 3 clusters Score -7461648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136623 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7461646.500000 Penalty: 2247.339111
	Iteration 71Q: 3 clusters Score -7461646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136626 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7461643.000000 Penalty: 2247.339111
	Iteration 72Q: 3 clusters Score -7461643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136627 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7461647.500000 Penalty: 2247.339111
	Iteration 73Q: 3 clusters Score -7461648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136628 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7461651.000000 Penalty: 2247.339111
	Iteration 74Q: 3 clusters Score -7461651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136627 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7461649.500000 Penalty: 2247.339111
	Iteration 75Q: 3 clusters Score -7461650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136627 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7461649.500000 Penalty: 2247.339111
	Iteration 76F: 3 clusters Score -7461650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -102466.164062 Penalty: 713.438904
	Iteration 0F: 2 clusters Score -102466.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -100873.687500 Penalty: 1426.877808
	Iteration 0F: 3 clusters Score -100873.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -101251.328125 Penalty: 1426.877808
	Iteration 1F: 3 clusters Score -101251.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -101335.570312 Penalty: 1426.877808
	Iteration 2F: 3 clusters Score -101335.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -101391.828125 Penalty: 1426.877808
	Iteration 3F: 3 clusters Score -101391.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -101443.171875 Penalty: 1426.877808
	Iteration 4Q: 3 clusters Score -101443.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -101471.664062 Penalty: 1426.877808
	Iteration 5Q: 3 clusters Score -101471.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -101501.093750 Penalty: 1426.877808
	Iteration 6Q: 3 clusters Score -101501.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -101533.085938 Penalty: 1426.877808
	Iteration 7Q: 3 clusters Score -101533.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -101563.445312 Penalty: 1426.877808
	Iteration 8Q: 3 clusters Score -101563.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -101591.062500 Penalty: 1426.877808
	Iteration 9Q: 3 clusters Score -101591.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -101618.695312 Penalty: 1426.877808
	Iteration 10Q: 3 clusters Score -101618.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -101644.906250 Penalty: 1426.877808
	Iteration 11Q: 3 clusters Score -101644.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -101669.164062 Penalty: 1426.877808
	Iteration 12Q: 3 clusters Score -101669.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -101690.687500 Penalty: 1426.877808
	Iteration 13Q: 3 clusters Score -101690.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -101703.593750 Penalty: 1426.877808
	Iteration 14Q: 3 clusters Score -101703.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -101715.515625 Penalty: 1426.877808
	Iteration 15Q: 3 clusters Score -101715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -101727.171875 Penalty: 1426.877808
	Iteration 16Q: 3 clusters Score -101727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -101735.804688 Penalty: 1426.877808
	Iteration 17Q: 3 clusters Score -101735.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -101740.515625 Penalty: 1426.877808
	Iteration 18Q: 3 clusters Score -101740.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -101743.773438 Penalty: 1426.877808
	Iteration 19Q: 3 clusters Score -101743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -101747.531250 Penalty: 1426.877808
	Iteration 20F: 3 clusters Score -101747.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -101753.789062 Penalty: 1426.877808
	Iteration 21Q: 3 clusters Score -101753.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -101758.617188 Penalty: 1426.877808
	Iteration 22Q: 3 clusters Score -101758.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -101763.937500 Penalty: 1426.877808
	Iteration 23Q: 3 clusters Score -101763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -101767.882812 Penalty: 1426.877808
	Iteration 24Q: 3 clusters Score -101767.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -101770.875000 Penalty: 1426.877808
	Iteration 25Q: 3 clusters Score -101770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -101773.070312 Penalty: 1426.877808
	Iteration 26Q: 3 clusters Score -101773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -101777.078125 Penalty: 1426.877808
	Iteration 27Q: 3 clusters Score -101777.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -101781.828125 Penalty: 1426.877808
	Iteration 28Q: 3 clusters Score -101781.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -101786.007812 Penalty: 1426.877808
	Iteration 29Q: 3 clusters Score -101786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -101793.195312 Penalty: 1426.877808
	Iteration 30Q: 3 clusters Score -101793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -101796.453125 Penalty: 1426.877808
	Iteration 31Q: 3 clusters Score -101796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -101799.054688 Penalty: 1426.877808
	Iteration 32Q: 3 clusters Score -101799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -101801.710938 Penalty: 1426.877808
	Iteration 33Q: 3 clusters Score -101801.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -101806.679688 Penalty: 1426.877808
	Iteration 34Q: 3 clusters Score -101806.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -101810.406250 Penalty: 1426.877808
	Iteration 35Q: 3 clusters Score -101810.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -101816.632812 Penalty: 1426.877808
	Iteration 36Q: 3 clusters Score -101816.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -101822.343750 Penalty: 1426.877808
	Iteration 37Q: 3 clusters Score -101822.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -101829.679688 Penalty: 1426.877808
	Iteration 38Q: 3 clusters Score -101829.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -101834.531250 Penalty: 1426.877808
	Iteration 39Q: 3 clusters Score -101834.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -101840.828125 Penalty: 1426.877808
	Iteration 40F: 3 clusters Score -101840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -101846.453125 Penalty: 1426.877808
	Iteration 41Q: 3 clusters Score -101846.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -101854.429688 Penalty: 1426.877808
	Iteration 42Q: 3 clusters Score -101854.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -101865.570312 Penalty: 1426.877808
	Iteration 43Q: 3 clusters Score -101865.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -101877.992188 Penalty: 1426.877808
	Iteration 44Q: 3 clusters Score -101878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -101898.804688 Penalty: 1426.877808
	Iteration 45Q: 3 clusters Score -101898.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -101917.671875 Penalty: 1426.877808
	Iteration 46Q: 3 clusters Score -101917.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -101936.359375 Penalty: 1426.877808
	Iteration 47Q: 3 clusters Score -101936.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -101946.085938 Penalty: 1426.877808
	Iteration 48Q: 3 clusters Score -101946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -101951.765625 Penalty: 1426.877808
	Iteration 49Q: 3 clusters Score -101951.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -101955.984375 Penalty: 1426.877808
	Iteration 50Q: 3 clusters Score -101956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -101959.460938 Penalty: 1426.877808
	Iteration 51Q: 3 clusters Score -101959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -101962.882812 Penalty: 1426.877808
	Iteration 52Q: 3 clusters Score -101962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -101967.179688 Penalty: 1426.877808
	Iteration 53Q: 3 clusters Score -101967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -101970.375000 Penalty: 1426.877808
	Iteration 54Q: 3 clusters Score -101970.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -101973.843750 Penalty: 1426.877808
	Iteration 55Q: 3 clusters Score -101973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -101976.742188 Penalty: 1426.877808
	Iteration 56Q: 3 clusters Score -101976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -101978.523438 Penalty: 1426.877808
	Iteration 57Q: 3 clusters Score -101978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -101980.023438 Penalty: 1426.877808
	Iteration 58Q: 3 clusters Score -101980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -101980.703125 Penalty: 1426.877808
	Iteration 59Q: 3 clusters Score -101980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -101982.062500 Penalty: 1426.877808
	Iteration 60F: 3 clusters Score -101982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -101985.046875 Penalty: 1426.877808
	Iteration 61Q: 3 clusters Score -101985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -101987.500000 Penalty: 1426.877808
	Iteration 62Q: 3 clusters Score -101987.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -101990.312500 Penalty: 1426.877808
	Iteration 63Q: 3 clusters Score -101990.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -101993.882812 Penalty: 1426.877808
	Iteration 64Q: 3 clusters Score -101993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -101995.695312 Penalty: 1426.877808
	Iteration 65Q: 3 clusters Score -101995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -101996.281250 Penalty: 1426.877808
	Iteration 66Q: 3 clusters Score -101996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -101996.281250 Penalty: 1426.877808
	Iteration 67F: 3 clusters Score -101996.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Entering Unmasked Estep 
Score: -1846750.125000 Penalty: 978.158752
	Iteration 0F: 2 clusters Score -1846750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1826959.500000 Penalty: 1956.317505
	Iteration 0F: 3 clusters Score -1826960 nChanged 13877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1835119.250000 Penalty: 1956.317505
	Iteration 1F: 3 clusters Score -1835119 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1835645.250000 Penalty: 1956.317505
	Iteration 2Q: 3 clusters Score -1835645 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1836460.875000 Penalty: 1956.317505
	Iteration 3F: 3 clusters Score -1836461 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1837791.000000 Penalty: 1956.317505
	Iteration 4F: 3 clusters Score -1837791 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1839710.375000 Penalty: 1956.317505
	Iteration 5F: 3 clusters Score -1839710 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1841833.500000 Penalty: 1956.317505
	Iteration 6F: 3 clusters Score -1841834 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1843510.000000 Penalty: 1956.317505
	Iteration 7F: 3 clusters Score -1843510 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1844531.250000 Penalty: 1956.317505
	Iteration 8Q: 3 clusters Score -1844531 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1845133.750000 Penalty: 1956.317505
	Iteration 9Q: 3 clusters Score -1845134 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1845440.125000 Penalty: 1956.317505
	Iteration 10Q: 3 clusters Score -1845440 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1845582.000000 Penalty: 1956.317505
	Iteration 11Q: 3 clusters Score -1845582 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1845673.000000 Penalty: 1956.317505
	Iteration 12Q: 3 clusters Score -1845673 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1845736.250000 Penalty: 1956.317505
	Iteration 13Q: 3 clusters Score -1845736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1845789.125000 Penalty: 1956.317505
	Iteration 14Q: 3 clusters Score -1845789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1845819.875000 Penalty: 1956.317505
	Iteration 15Q: 3 clusters Score -1845820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1845845.125000 Penalty: 1956.317505
	Iteration 16Q: 3 clusters Score -1845845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1845866.875000 Penalty: 1956.317505
	Iteration 17Q: 3 clusters Score -1845867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1845876.500000 Penalty: 1956.317505
	Iteration 18Q: 3 clusters Score -1845876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1845884.000000 Penalty: 1956.317505
	Iteration 19Q: 3 clusters Score -1845884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1845890.000000 Penalty: 1956.317505
	Iteration 20F: 3 clusters Score -1845890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1845895.750000 Penalty: 1956.317505
	Iteration 21Q: 3 clusters Score -1845896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1845896.875000 Penalty: 1956.317505
	Iteration 22Q: 3 clusters Score -1845897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1845900.250000 Penalty: 1956.317505
	Iteration 23Q: 3 clusters Score -1845900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1845902.625000 Penalty: 1956.317505
	Iteration 24Q: 3 clusters Score -1845903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1845903.500000 Penalty: 1956.317505
	Iteration 25Q: 3 clusters Score -1845904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1845903.625000 Penalty: 1956.317505
	Iteration 26Q: 3 clusters Score -1845904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1845903.625000 Penalty: 1956.317505
	Iteration 27F: 3 clusters Score -1845904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Entering Unmasked Estep 
Score: -1263665.250000 Penalty: 956.579285
	Iteration 0F: 2 clusters Score -1263665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1248008.625000 Penalty: 1913.158569
	Iteration 0F: 3 clusters Score -1248009 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1254240.250000 Penalty: 1913.158569
	Iteration 1F: 3 clusters Score -1254240 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1254796.625000 Penalty: 1913.158569
	Iteration 2Q: 3 clusters Score -1254797 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1255674.250000 Penalty: 1913.158569
	Iteration 3F: 3 clusters Score -1255674 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1256921.625000 Penalty: 1913.158569
	Iteration 4F: 3 clusters Score -1256922 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1258368.000000 Penalty: 1913.158569
	Iteration 5F: 3 clusters Score -1258368 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1259742.875000 Penalty: 1913.158569
	Iteration 6F: 3 clusters Score -1259743 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1260657.875000 Penalty: 1913.158569
	Iteration 7F: 3 clusters Score -1260658 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1261167.875000 Penalty: 1913.158569
	Iteration 8Q: 3 clusters Score -1261168 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1261461.500000 Penalty: 1913.158569
	Iteration 9Q: 3 clusters Score -1261462 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1261647.500000 Penalty: 1913.158569
	Iteration 10Q: 3 clusters Score -1261648 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -1261776.000000 Penalty: 1913.158569
	Iteration 11Q: 3 clusters Score -1261776 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1261882.500000 Penalty: 1913.158569
	Iteration 12Q: 3 clusters Score -1261882 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1261960.250000 Penalty: 1913.158569
	Iteration 13Q: 3 clusters Score -1261960 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -1262053.875000 Penalty: 1913.158569
	Iteration 14Q: 3 clusters Score -1262054 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1262129.625000 Penalty: 1913.158569
	Iteration 15Q: 3 clusters Score -1262130 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1262199.875000 Penalty: 1913.158569
	Iteration 16Q: 3 clusters Score -1262200 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -1262282.625000 Penalty: 1913.158569
	Iteration 17Q: 3 clusters Score -1262283 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1262344.875000 Penalty: 1913.158569
	Iteration 18Q: 3 clusters Score -1262345 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1262404.125000 Penalty: 1913.158569
	Iteration 19Q: 3 clusters Score -1262404 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -1262453.250000 Penalty: 1913.158569
	Iteration 20F: 3 clusters Score -1262453 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -1262488.625000 Penalty: 1913.158569
	Iteration 21Q: 3 clusters Score -1262489 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -1262533.750000 Penalty: 1913.158569
	Iteration 22Q: 3 clusters Score -1262534 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1262570.375000 Penalty: 1913.158569
	Iteration 23Q: 3 clusters Score -1262570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -1262615.375000 Penalty: 1913.158569
	Iteration 24Q: 3 clusters Score -1262615 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -1262649.625000 Penalty: 1913.158569
	Iteration 25Q: 3 clusters Score -1262650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -1262680.625000 Penalty: 1913.158569
	Iteration 26Q: 3 clusters Score -1262681 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1262716.625000 Penalty: 1913.158569
	Iteration 27Q: 3 clusters Score -1262717 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -1262751.750000 Penalty: 1913.158569
	Iteration 28Q: 3 clusters Score -1262752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -1262785.000000 Penalty: 1913.158569
	Iteration 29Q: 3 clusters Score -1262785 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -1262808.750000 Penalty: 1913.158569
	Iteration 30Q: 3 clusters Score -1262809 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -1262833.500000 Penalty: 1913.158569
	Iteration 31Q: 3 clusters Score -1262834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -1262861.000000 Penalty: 1913.158569
	Iteration 32Q: 3 clusters Score -1262861 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -1262884.500000 Penalty: 1913.158569
	Iteration 33Q: 3 clusters Score -1262884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -1262915.125000 Penalty: 1913.158569
	Iteration 34Q: 3 clusters Score -1262915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -1262946.000000 Penalty: 1913.158569
	Iteration 35Q: 3 clusters Score -1262946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -1262974.125000 Penalty: 1913.158569
	Iteration 36Q: 3 clusters Score -1262974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -1263008.250000 Penalty: 1913.158569
	Iteration 37Q: 3 clusters Score -1263008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -1263035.625000 Penalty: 1913.158569
	Iteration 38Q: 3 clusters Score -1263036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -1263070.875000 Penalty: 1913.158569
	Iteration 39Q: 3 clusters Score -1263071 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -1263095.625000 Penalty: 1913.158569
	Iteration 40F: 3 clusters Score -1263096 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -1263132.750000 Penalty: 1913.158569
	Iteration 41Q: 3 clusters Score -1263133 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -1263164.375000 Penalty: 1913.158569
	Iteration 42Q: 3 clusters Score -1263164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -1263194.375000 Penalty: 1913.158569
	Iteration 43Q: 3 clusters Score -1263194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -1263220.625000 Penalty: 1913.158569
	Iteration 44Q: 3 clusters Score -1263221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -1263246.125000 Penalty: 1913.158569
	Iteration 45Q: 3 clusters Score -1263246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -1263257.750000 Penalty: 1913.158569
	Iteration 46Q: 3 clusters Score -1263258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -1263269.000000 Penalty: 1913.158569
	Iteration 47Q: 3 clusters Score -1263269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -1263288.500000 Penalty: 1913.158569
	Iteration 48Q: 3 clusters Score -1263288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -1263303.250000 Penalty: 1913.158569
	Iteration 49Q: 3 clusters Score -1263303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -1263321.125000 Penalty: 1913.158569
	Iteration 50Q: 3 clusters Score -1263321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -1263333.500000 Penalty: 1913.158569
	Iteration 51Q: 3 clusters Score -1263334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -1263352.375000 Penalty: 1913.158569
	Iteration 52Q: 3 clusters Score -1263352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -1263362.125000 Penalty: 1913.158569
	Iteration 53Q: 3 clusters Score -1263362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -1263377.875000 Penalty: 1913.158569
	Iteration 54Q: 3 clusters Score -1263378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -1263408.000000 Penalty: 1913.158569
	Iteration 55Q: 3 clusters Score -1263408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -1263428.625000 Penalty: 1913.158569
	Iteration 56Q: 3 clusters Score -1263429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -1263436.875000 Penalty: 1913.158569
	Iteration 57Q: 3 clusters Score -1263437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -1263445.500000 Penalty: 1913.158569
	Iteration 58Q: 3 clusters Score -1263446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -1263450.750000 Penalty: 1913.158569
	Iteration 59Q: 3 clusters Score -1263451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -1263456.125000 Penalty: 1913.158569
	Iteration 60F: 3 clusters Score -1263456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -1263457.125000 Penalty: 1913.158569
	Iteration 61Q: 3 clusters Score -1263457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -1263459.875000 Penalty: 1913.158569
	Iteration 62Q: 3 clusters Score -1263460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -1263461.750000 Penalty: 1913.158569
	Iteration 63Q: 3 clusters Score -1263462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1263460.125000 Penalty: 1913.158569
	Iteration 64Q: 3 clusters Score -1263460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1263460.125000 Penalty: 1913.158569
	Iteration 65F: 3 clusters Score -1263460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Entering Unmasked Estep 
Score: -699365.187500 Penalty: 899.724060
	Iteration 0F: 2 clusters Score -699365.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -690588.437500 Penalty: 1799.448120
	Iteration 0F: 3 clusters Score -690588.4 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -693895.687500 Penalty: 1799.448120
	Iteration 1F: 3 clusters Score -693895.7 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -694228.437500 Penalty: 1799.448120
	Iteration 2F: 3 clusters Score -694228.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -694609.000000 Penalty: 1799.448120
	Iteration 3F: 3 clusters Score -694609 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -695113.375000 Penalty: 1799.448120
	Iteration 4F: 3 clusters Score -695113.4 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -695807.437500 Penalty: 1799.448120
	Iteration 5F: 3 clusters Score -695807.4 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -696665.562500 Penalty: 1799.448120
	Iteration 6F: 3 clusters Score -696665.6 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -697484.125000 Penalty: 1799.448120
	Iteration 7F: 3 clusters Score -697484.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -698025.437500 Penalty: 1799.448120
	Iteration 8Q: 3 clusters Score -698025.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -698314.250000 Penalty: 1799.448120
	Iteration 9Q: 3 clusters Score -698314.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -698461.687500 Penalty: 1799.448120
	Iteration 10Q: 3 clusters Score -698461.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -698517.125000 Penalty: 1799.448120
	Iteration 11Q: 3 clusters Score -698517.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -698546.812500 Penalty: 1799.448120
	Iteration 12Q: 3 clusters Score -698546.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -698566.250000 Penalty: 1799.448120
	Iteration 13Q: 3 clusters Score -698566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -698575.937500 Penalty: 1799.448120
	Iteration 14Q: 3 clusters Score -698575.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -698587.062500 Penalty: 1799.448120
	Iteration 15Q: 3 clusters Score -698587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -698590.562500 Penalty: 1799.448120
	Iteration 16Q: 3 clusters Score -698590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -698594.312500 Penalty: 1799.448120
	Iteration 17Q: 3 clusters Score -698594.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -698597.312500 Penalty: 1799.448120
	Iteration 18Q: 3 clusters Score -698597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -698597.250000 Penalty: 1799.448120
	Iteration 19Q: 3 clusters Score -698597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -698597.250000 Penalty: 1799.448120
	Iteration 20F: 3 clusters Score -698597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -180129.718750 Penalty: 765.028625
	Iteration 0F: 2 clusters Score -180129.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -177710.156250 Penalty: 1530.057251
	Iteration 0F: 3 clusters Score -177710.2 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -178355.562500 Penalty: 1530.057251
	Iteration 1F: 3 clusters Score -178355.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -178436.109375 Penalty: 1530.057251
	Iteration 2F: 3 clusters Score -178436.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -178503.890625 Penalty: 1530.057251
	Iteration 3Q: 3 clusters Score -178503.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -178563.843750 Penalty: 1530.057251
	Iteration 4Q: 3 clusters Score -178563.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -178611.531250 Penalty: 1530.057251
	Iteration 5Q: 3 clusters Score -178611.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -178655.828125 Penalty: 1530.057251
	Iteration 6Q: 3 clusters Score -178655.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -178706.515625 Penalty: 1530.057251
	Iteration 7Q: 3 clusters Score -178706.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -178767.187500 Penalty: 1530.057251
	Iteration 8Q: 3 clusters Score -178767.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -178825.609375 Penalty: 1530.057251
	Iteration 9Q: 3 clusters Score -178825.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -178884.375000 Penalty: 1530.057251
	Iteration 10Q: 3 clusters Score -178884.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -178922.718750 Penalty: 1530.057251
	Iteration 11Q: 3 clusters Score -178922.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -178957.171875 Penalty: 1530.057251
	Iteration 12Q: 3 clusters Score -178957.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -178994.390625 Penalty: 1530.057251
	Iteration 13Q: 3 clusters Score -178994.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -179042.453125 Penalty: 1530.057251
	Iteration 14Q: 3 clusters Score -179042.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -179091.734375 Penalty: 1530.057251
	Iteration 15Q: 3 clusters Score -179091.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -179139.875000 Penalty: 1530.057251
	Iteration 16Q: 3 clusters Score -179139.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -179173.281250 Penalty: 1530.057251
	Iteration 17Q: 3 clusters Score -179173.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -179200.906250 Penalty: 1530.057251
	Iteration 18Q: 3 clusters Score -179200.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -179224.437500 Penalty: 1530.057251
	Iteration 19Q: 3 clusters Score -179224.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -179238.906250 Penalty: 1530.057251
	Iteration 20F: 3 clusters Score -179238.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -179252.703125 Penalty: 1530.057251
	Iteration 21Q: 3 clusters Score -179252.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -179276.984375 Penalty: 1530.057251
	Iteration 22Q: 3 clusters Score -179277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -179304.203125 Penalty: 1530.057251
	Iteration 23Q: 3 clusters Score -179304.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -179331.125000 Penalty: 1530.057251
	Iteration 24Q: 3 clusters Score -179331.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -179357.515625 Penalty: 1530.057251
	Iteration 25Q: 3 clusters Score -179357.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -179382.421875 Penalty: 1530.057251
	Iteration 26Q: 3 clusters Score -179382.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -179397.062500 Penalty: 1530.057251
	Iteration 27Q: 3 clusters Score -179397.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -179405.906250 Penalty: 1530.057251
	Iteration 28Q: 3 clusters Score -179405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -179412.765625 Penalty: 1530.057251
	Iteration 29Q: 3 clusters Score -179412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -179417.437500 Penalty: 1530.057251
	Iteration 30Q: 3 clusters Score -179417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -179419.328125 Penalty: 1530.057251
	Iteration 31Q: 3 clusters Score -179419.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -179421.156250 Penalty: 1530.057251
	Iteration 32Q: 3 clusters Score -179421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -179421.703125 Penalty: 1530.057251
	Iteration 33Q: 3 clusters Score -179421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -179421.703125 Penalty: 1530.057251
	Iteration 34F: 3 clusters Score -179421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -95148.703125 Penalty: 712.076477
	Iteration 0F: 2 clusters Score -95148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -93596.851562 Penalty: 1424.152954
	Iteration 0F: 3 clusters Score -93596.85 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -94025.968750 Penalty: 1424.152954
	Iteration 1F: 3 clusters Score -94025.97 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -94125.046875 Penalty: 1424.152954
	Iteration 2F: 3 clusters Score -94125.05 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -94175.437500 Penalty: 1424.152954
	Iteration 3Q: 3 clusters Score -94175.44 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -94212.632812 Penalty: 1424.152954
	Iteration 4Q: 3 clusters Score -94212.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -94234.546875 Penalty: 1424.152954
	Iteration 5Q: 3 clusters Score -94234.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -94249.117188 Penalty: 1424.152954
	Iteration 6Q: 3 clusters Score -94249.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -94264.414062 Penalty: 1424.152954
	Iteration 7Q: 3 clusters Score -94264.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -94288.554688 Penalty: 1424.152954
	Iteration 8Q: 3 clusters Score -94288.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94308.859375 Penalty: 1424.152954
	Iteration 9Q: 3 clusters Score -94308.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -94336.617188 Penalty: 1424.152954
	Iteration 10Q: 3 clusters Score -94336.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -94352.070312 Penalty: 1424.152954
	Iteration 11Q: 3 clusters Score -94352.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94370.945312 Penalty: 1424.152954
	Iteration 12Q: 3 clusters Score -94370.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94380.421875 Penalty: 1424.152954
	Iteration 13Q: 3 clusters Score -94380.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94391.265625 Penalty: 1424.152954
	Iteration 14Q: 3 clusters Score -94391.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -94398.054688 Penalty: 1424.152954
	Iteration 15Q: 3 clusters Score -94398.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94405.726562 Penalty: 1424.152954
	Iteration 16Q: 3 clusters Score -94405.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94411.234375 Penalty: 1424.152954
	Iteration 17Q: 3 clusters Score -94411.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -94416.226562 Penalty: 1424.152954
	Iteration 18Q: 3 clusters Score -94416.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94416.804688 Penalty: 1424.152954
	Iteration 19Q: 3 clusters Score -94416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94417.828125 Penalty: 1424.152954
	Iteration 20F: 3 clusters Score -94417.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -94418.343750 Penalty: 1424.152954
	Iteration 21Q: 3 clusters Score -94418.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -94419.078125 Penalty: 1424.152954
	Iteration 22Q: 3 clusters Score -94419.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94419.289062 Penalty: 1424.152954
	Iteration 23Q: 3 clusters Score -94419.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94419.289062 Penalty: 1424.152954
	Iteration 24F: 3 clusters Score -94419.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -277186.625000 Penalty: 801.397766
	Iteration 0F: 2 clusters Score -277186.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -273835.812500 Penalty: 1602.795532
	Iteration 0F: 3 clusters Score -273835.8 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -274836.406250 Penalty: 1602.795532
	Iteration 1F: 3 clusters Score -274836.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -274931.750000 Penalty: 1602.795532
	Iteration 2F: 3 clusters Score -274931.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -275018.968750 Penalty: 1602.795532
	Iteration 3Q: 3 clusters Score -275019 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -275085.156250 Penalty: 1602.795532
	Iteration 4Q: 3 clusters Score -275085.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275134.218750 Penalty: 1602.795532
	Iteration 5Q: 3 clusters Score -275134.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -275176.125000 Penalty: 1602.795532
	Iteration 6Q: 3 clusters Score -275176.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -275208.937500 Penalty: 1602.795532
	Iteration 7Q: 3 clusters Score -275208.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -275234.562500 Penalty: 1602.795532
	Iteration 8Q: 3 clusters Score -275234.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -275259.875000 Penalty: 1602.795532
	Iteration 9Q: 3 clusters Score -275259.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -275284.187500 Penalty: 1602.795532
	Iteration 10Q: 3 clusters Score -275284.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -275313.937500 Penalty: 1602.795532
	Iteration 11Q: 3 clusters Score -275313.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -275344.750000 Penalty: 1602.795532
	Iteration 12Q: 3 clusters Score -275344.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -275369.062500 Penalty: 1602.795532
	Iteration 13Q: 3 clusters Score -275369.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -275392.593750 Penalty: 1602.795532
	Iteration 14Q: 3 clusters Score -275392.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -275417.906250 Penalty: 1602.795532
	Iteration 15Q: 3 clusters Score -275417.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -275447.937500 Penalty: 1602.795532
	Iteration 16Q: 3 clusters Score -275447.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -275487.000000 Penalty: 1602.795532
	Iteration 17Q: 3 clusters Score -275487 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -275525.937500 Penalty: 1602.795532
	Iteration 18Q: 3 clusters Score -275525.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -275559.875000 Penalty: 1602.795532
	Iteration 19Q: 3 clusters Score -275559.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -275599.250000 Penalty: 1602.795532
	Iteration 20F: 3 clusters Score -275599.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -275650.093750 Penalty: 1602.795532
	Iteration 21Q: 3 clusters Score -275650.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -275705.281250 Penalty: 1602.795532
	Iteration 22Q: 3 clusters Score -275705.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -275772.437500 Penalty: 1602.795532
	Iteration 23Q: 3 clusters Score -275772.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -275836.406250 Penalty: 1602.795532
	Iteration 24Q: 3 clusters Score -275836.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -275877.718750 Penalty: 1602.795532
	Iteration 25Q: 3 clusters Score -275877.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -275913.781250 Penalty: 1602.795532
	Iteration 26Q: 3 clusters Score -275913.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -275953.968750 Penalty: 1602.795532
	Iteration 27Q: 3 clusters Score -275954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -275982.312500 Penalty: 1602.795532
	Iteration 28Q: 3 clusters Score -275982.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -276002.031250 Penalty: 1602.795532
	Iteration 29Q: 3 clusters Score -276002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -276021.250000 Penalty: 1602.795532
	Iteration 30Q: 3 clusters Score -276021.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -276036.531250 Penalty: 1602.795532
	Iteration 31Q: 3 clusters Score -276036.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -276046.593750 Penalty: 1602.795532
	Iteration 32Q: 3 clusters Score -276046.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -276055.125000 Penalty: 1602.795532
	Iteration 33Q: 3 clusters Score -276055.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -276062.500000 Penalty: 1602.795532
	Iteration 34Q: 3 clusters Score -276062.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -276072.000000 Penalty: 1602.795532
	Iteration 35Q: 3 clusters Score -276072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -276076.375000 Penalty: 1602.795532
	Iteration 36Q: 3 clusters Score -276076.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -276081.250000 Penalty: 1602.795532
	Iteration 37Q: 3 clusters Score -276081.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -276084.375000 Penalty: 1602.795532
	Iteration 38Q: 3 clusters Score -276084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -276086.437500 Penalty: 1602.795532
	Iteration 39Q: 3 clusters Score -276086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -276087.312500 Penalty: 1602.795532
	Iteration 40F: 3 clusters Score -276087.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276089.000000 Penalty: 1602.795532
	Iteration 41Q: 3 clusters Score -276089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -276092.031250 Penalty: 1602.795532
	Iteration 42Q: 3 clusters Score -276092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276092.281250 Penalty: 1602.795532
	Iteration 43Q: 3 clusters Score -276092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -276092.968750 Penalty: 1602.795532
	Iteration 44Q: 3 clusters Score -276093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -276093.531250 Penalty: 1602.795532
	Iteration 45Q: 3 clusters Score -276093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276094.468750 Penalty: 1602.795532
	Iteration 46Q: 3 clusters Score -276094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -276093.718750 Penalty: 1602.795532
	Iteration 47Q: 3 clusters Score -276093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -276094.343750 Penalty: 1602.795532
	Iteration 48Q: 3 clusters Score -276094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -276094.187500 Penalty: 1602.795532
	Iteration 49Q: 3 clusters Score -276094.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -276094.187500 Penalty: 1602.795532
	Iteration 50F: 3 clusters Score -276094.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (287899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287899 members 
Entering Unmasked Estep 
Score: -15774911.000000 Penalty: 1194.184692
	Iteration 0F: 2 clusters Score -1.577491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143981 members 
Mstep: Class 2 contains 143918 members 
Entering Unmasked Estep 
Score: -15583640.000000 Penalty: 2388.369385
	Iteration 0F: 3 clusters Score -1.558364e+07 nChanged 141025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144656 members 
Mstep: Class 2 contains 143243 members 
Entering Unmasked Estep 
Score: -15668727.000000 Penalty: 2388.369385
	Iteration 1F: 3 clusters Score -1.566873e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145439 members 
Mstep: Class 2 contains 142460 members 
Entering Unmasked Estep 
Score: -15670931.000000 Penalty: 2388.369385
	Iteration 2Q: 3 clusters Score -1.567093e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146802 members 
Mstep: Class 2 contains 141097 members 
Entering Unmasked Estep 
Score: -15674038.000000 Penalty: 2388.369385
	Iteration 3Q: 3 clusters Score -1.567404e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 138960 members 
Entering Unmasked Estep 
Score: -15677944.000000 Penalty: 2388.369385
	Iteration 4Q: 3 clusters Score -1.567794e+07 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151836 members 
Mstep: Class 2 contains 136063 members 
Entering Unmasked Estep 
Score: -15682872.000000 Penalty: 2388.369385
	Iteration 5Q: 3 clusters Score -1.568287e+07 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155446 members 
Mstep: Class 2 contains 132453 members 
Entering Unmasked Estep 
Score: -15688244.000000 Penalty: 2388.369385
	Iteration 6Q: 3 clusters Score -1.568824e+07 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159774 members 
Mstep: Class 2 contains 128125 members 
Entering Unmasked Estep 
Score: -15695108.000000 Penalty: 2388.369385
	Iteration 7Q: 3 clusters Score -1.569511e+07 nChanged 14529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164323 members 
Mstep: Class 2 contains 123576 members 
Entering Unmasked Estep 
Score: -15703207.000000 Penalty: 2388.369385
	Iteration 8F: 3 clusters Score -1.570321e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168478 members 
Mstep: Class 2 contains 119421 members 
Entering Unmasked Estep 
Score: -15712254.000000 Penalty: 2388.369385
	Iteration 9F: 3 clusters Score -1.571225e+07 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171752 members 
Mstep: Class 2 contains 116147 members 
Entering Unmasked Estep 
Score: -15720918.000000 Penalty: 2388.369385
	Iteration 10Q: 3 clusters Score -1.572092e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173860 members 
Mstep: Class 2 contains 114039 members 
Entering Unmasked Estep 
Score: -15726319.000000 Penalty: 2388.369385
	Iteration 11Q: 3 clusters Score -1.572632e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 112408 members 
Entering Unmasked Estep 
Score: -15728598.000000 Penalty: 2388.369385
	Iteration 12Q: 3 clusters Score -1.57286e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177005 members 
Mstep: Class 2 contains 110894 members 
Entering Unmasked Estep 
Score: -15729404.000000 Penalty: 2388.369385
	Iteration 13Q: 3 clusters Score -1.57294e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 109230 members 
Entering Unmasked Estep 
Score: -15729740.000000 Penalty: 2388.369385
	Iteration 14Q: 3 clusters Score -1.572974e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180480 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -15729893.000000 Penalty: 2388.369385
	Iteration 15Q: 3 clusters Score -1.572989e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182461 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -15730137.000000 Penalty: 2388.369385
	Iteration 16Q: 3 clusters Score -1.573014e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184581 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -15730379.000000 Penalty: 2388.369385
	Iteration 17Q: 3 clusters Score -1.573038e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186847 members 
Mstep: Class 2 contains 101052 members 
Entering Unmasked Estep 
Score: -15730791.000000 Penalty: 2388.369385
	Iteration 18Q: 3 clusters Score -1.573079e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189318 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -15731122.000000 Penalty: 2388.369385
	Iteration 19Q: 3 clusters Score -1.573112e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192000 members 
Mstep: Class 2 contains 95899 members 
Entering Unmasked Estep 
Score: -15731476.000000 Penalty: 2388.369385
	Iteration 20F: 3 clusters Score -1.573148e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194892 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -15732010.000000 Penalty: 2388.369385
	Iteration 21Q: 3 clusters Score -1.573201e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198045 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -15732550.000000 Penalty: 2388.369385
	Iteration 22Q: 3 clusters Score -1.573255e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201388 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -15733362.000000 Penalty: 2388.369385
	Iteration 23Q: 3 clusters Score -1.573336e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204950 members 
Mstep: Class 2 contains 82949 members 
Entering Unmasked Estep 
Score: -15734369.000000 Penalty: 2388.369385
	Iteration 24Q: 3 clusters Score -1.573437e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208849 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -15735291.000000 Penalty: 2388.369385
	Iteration 25Q: 3 clusters Score -1.573529e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213002 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -15736387.000000 Penalty: 2388.369385
	Iteration 26Q: 3 clusters Score -1.573639e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217299 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -15737694.000000 Penalty: 2388.369385
	Iteration 27Q: 3 clusters Score -1.573769e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221765 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -15739009.000000 Penalty: 2388.369385
	Iteration 28Q: 3 clusters Score -1.573901e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226278 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -15740506.000000 Penalty: 2388.369385
	Iteration 29Q: 3 clusters Score -1.574051e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230928 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -15742046.000000 Penalty: 2388.369385
	Iteration 30Q: 3 clusters Score -1.574205e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235694 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -15743745.000000 Penalty: 2388.369385
	Iteration 31Q: 3 clusters Score -1.574374e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240508 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -15745705.000000 Penalty: 2388.369385
	Iteration 32Q: 3 clusters Score -1.57457e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245405 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -15748005.000000 Penalty: 2388.369385
	Iteration 33Q: 3 clusters Score -1.5748e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250169 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -15750076.000000 Penalty: 2388.369385
	Iteration 34Q: 3 clusters Score -1.575008e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254884 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -15752384.000000 Penalty: 2388.369385
	Iteration 35Q: 3 clusters Score -1.575238e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259417 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -15754786.000000 Penalty: 2388.369385
	Iteration 36Q: 3 clusters Score -1.575479e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263706 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -15757178.000000 Penalty: 2388.369385
	Iteration 37Q: 3 clusters Score -1.575718e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267670 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -15759566.000000 Penalty: 2388.369385
	Iteration 38Q: 3 clusters Score -1.575957e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271310 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -15761961.000000 Penalty: 2388.369385
	Iteration 39Q: 3 clusters Score -1.576196e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274604 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -15764206.000000 Penalty: 2388.369385
	Iteration 40F: 3 clusters Score -1.576421e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277497 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -15766107.000000 Penalty: 2388.369385
	Iteration 41Q: 3 clusters Score -1.576611e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279933 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -15767811.000000 Penalty: 2388.369385
	Iteration 42Q: 3 clusters Score -1.576781e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281926 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -15769266.000000 Penalty: 2388.369385
	Iteration 43Q: 3 clusters Score -1.576927e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283485 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -15770589.000000 Penalty: 2388.369385
	Iteration 44Q: 3 clusters Score -1.577059e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284762 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -15771633.000000 Penalty: 2388.369385
	Iteration 45Q: 3 clusters Score -1.577163e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285632 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -15772317.000000 Penalty: 2388.369385
	Iteration 46Q: 3 clusters Score -1.577232e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286291 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15772896.000000 Penalty: 2388.369385
	Iteration 47Q: 3 clusters Score -1.57729e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286732 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -15773277.000000 Penalty: 2388.369385
	Iteration 48Q: 3 clusters Score -1.577328e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15773518.000000 Penalty: 2388.369385
	Iteration 49Q: 3 clusters Score -1.577352e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287150 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -15773651.000000 Penalty: 2388.369385
	Iteration 50Q: 3 clusters Score -1.577365e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287235 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15773690.000000 Penalty: 2388.369385
	Iteration 51Q: 3 clusters Score -1.577369e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287299 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -15773757.000000 Penalty: 2388.369385
	Iteration 52Q: 3 clusters Score -1.577376e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287349 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -15773814.000000 Penalty: 2388.369385
	Iteration 53Q: 3 clusters Score -1.577381e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287378 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15773859.000000 Penalty: 2388.369385
	Iteration 54Q: 3 clusters Score -1.577386e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287411 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15773883.000000 Penalty: 2388.369385
	Iteration 55Q: 3 clusters Score -1.577388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287427 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -15773908.000000 Penalty: 2388.369385
	Iteration 56Q: 3 clusters Score -1.577391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287433 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15773919.000000 Penalty: 2388.369385
	Iteration 57Q: 3 clusters Score -1.577392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287442 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15773939.000000 Penalty: 2388.369385
	Iteration 58Q: 3 clusters Score -1.577394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287450 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15773944.000000 Penalty: 2388.369385
	Iteration 59Q: 3 clusters Score -1.577394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287450 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15773958.000000 Penalty: 2388.369385
	Iteration 60F: 3 clusters Score -1.577396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287450 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15773963.000000 Penalty: 2388.369385
	Iteration 61Q: 3 clusters Score -1.577396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15773962.000000 Penalty: 2388.369385
	Iteration 62Q: 3 clusters Score -1.577396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287447 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15773951.000000 Penalty: 2388.369385
	Iteration 63Q: 3 clusters Score -1.577395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15773957.000000 Penalty: 2388.369385
	Iteration 64Q: 3 clusters Score -1.577396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15773959.000000 Penalty: 2388.369385
	Iteration 65Q: 3 clusters Score -1.577396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15773962.000000 Penalty: 2388.369385
	Iteration 66Q: 3 clusters Score -1.577396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287446 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -15773968.000000 Penalty: 2388.369385
	Iteration 67Q: 3 clusters Score -1.577397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15773977.000000 Penalty: 2388.369385
	Iteration 68Q: 3 clusters Score -1.577398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15773979.000000 Penalty: 2388.369385
	Iteration 69Q: 3 clusters Score -1.577398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287451 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15773976.000000 Penalty: 2388.369385
	Iteration 70Q: 3 clusters Score -1.577398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15773995.000000 Penalty: 2388.369385
	Iteration 71Q: 3 clusters Score -1.5774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287451 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15773994.000000 Penalty: 2388.369385
	Iteration 72Q: 3 clusters Score -1.577399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -15774007.000000 Penalty: 2388.369385
	Iteration 73Q: 3 clusters Score -1.577401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287451 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15774012.000000 Penalty: 2388.369385
	Iteration 74Q: 3 clusters Score -1.577401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287447 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15774012.000000 Penalty: 2388.369385
	Iteration 75Q: 3 clusters Score -1.577401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287438 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -15774014.000000 Penalty: 2388.369385
	Iteration 76Q: 3 clusters Score -1.577401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287432 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -15774031.000000 Penalty: 2388.369385
	Iteration 77Q: 3 clusters Score -1.577403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287425 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -15774050.000000 Penalty: 2388.369385
	Iteration 78Q: 3 clusters Score -1.577405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287424 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15774045.000000 Penalty: 2388.369385
	Iteration 79Q: 3 clusters Score -1.577404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287420 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -15774048.000000 Penalty: 2388.369385
	Iteration 80F: 3 clusters Score -1.577405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287414 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15774062.000000 Penalty: 2388.369385
	Iteration 81Q: 3 clusters Score -1.577406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287405 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -15774066.000000 Penalty: 2388.369385
	Iteration 82Q: 3 clusters Score -1.577407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -15774076.000000 Penalty: 2388.369385
	Iteration 83Q: 3 clusters Score -1.577408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287399 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15774074.000000 Penalty: 2388.369385
	Iteration 84Q: 3 clusters Score -1.577407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287402 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15774074.000000 Penalty: 2388.369385
	Iteration 85Q: 3 clusters Score -1.577407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287409 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -15774093.000000 Penalty: 2388.369385
	Iteration 86Q: 3 clusters Score -1.577409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287418 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15774092.000000 Penalty: 2388.369385
	Iteration 87Q: 3 clusters Score -1.577409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287422 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -15774092.000000 Penalty: 2388.369385
	Iteration 88Q: 3 clusters Score -1.577409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287423 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -15774090.000000 Penalty: 2388.369385
	Iteration 89Q: 3 clusters Score -1.577409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287427 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -15774091.000000 Penalty: 2388.369385
	Iteration 90Q: 3 clusters Score -1.577409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287429 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -15774113.000000 Penalty: 2388.369385
	Iteration 91Q: 3 clusters Score -1.577411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15774113.000000 Penalty: 2388.369385
	Iteration 92Q: 3 clusters Score -1.577411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287432 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -15774109.000000 Penalty: 2388.369385
	Iteration 93Q: 3 clusters Score -1.577411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287431 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15774115.000000 Penalty: 2388.369385
	Iteration 94Q: 3 clusters Score -1.577412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287428 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15774111.000000 Penalty: 2388.369385
	Iteration 95Q: 3 clusters Score -1.577411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287427 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -15774109.000000 Penalty: 2388.369385
	Iteration 96Q: 3 clusters Score -1.577411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287426 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15774101.000000 Penalty: 2388.369385
	Iteration 97Q: 3 clusters Score -1.57741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287425 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -15774101.000000 Penalty: 2388.369385
	Iteration 98Q: 3 clusters Score -1.57741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287423 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -15774086.000000 Penalty: 2388.369385
	Iteration 99Q: 3 clusters Score -1.577409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287422 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -15774098.000000 Penalty: 2388.369385
	Iteration 100F: 3 clusters Score -1.57741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287421 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -15774101.000000 Penalty: 2388.369385
	Iteration 101Q: 3 clusters Score -1.57741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287419 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15774095.000000 Penalty: 2388.369385
	Iteration 102Q: 3 clusters Score -1.57741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287418 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15774095.000000 Penalty: 2388.369385
	Iteration 103Q: 3 clusters Score -1.57741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287418 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15774095.000000 Penalty: 2388.369385
	Iteration 104F: 3 clusters Score -1.57741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Entering Unmasked Estep 
Score: -418817.156250 Penalty: 852.408142
	Iteration 0F: 2 clusters Score -418817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -413425.593750 Penalty: 1704.816284
	Iteration 0F: 3 clusters Score -413425.6 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -415401.562500 Penalty: 1704.816284
	Iteration 1F: 3 clusters Score -415401.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -415730.500000 Penalty: 1704.816284
	Iteration 2F: 3 clusters Score -415730.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -416109.218750 Penalty: 1704.816284
	Iteration 3F: 3 clusters Score -416109.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -416479.687500 Penalty: 1704.816284
	Iteration 4F: 3 clusters Score -416479.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -416827.031250 Penalty: 1704.816284
	Iteration 5F: 3 clusters Score -416827 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -417112.718750 Penalty: 1704.816284
	Iteration 6F: 3 clusters Score -417112.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -417349.437500 Penalty: 1704.816284
	Iteration 7Q: 3 clusters Score -417349.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -417517.437500 Penalty: 1704.816284
	Iteration 8Q: 3 clusters Score -417517.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -417653.687500 Penalty: 1704.816284
	Iteration 9Q: 3 clusters Score -417653.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -417768.062500 Penalty: 1704.816284
	Iteration 10Q: 3 clusters Score -417768.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -417839.062500 Penalty: 1704.816284
	Iteration 11Q: 3 clusters Score -417839.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -417885.437500 Penalty: 1704.816284
	Iteration 12Q: 3 clusters Score -417885.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -417942.687500 Penalty: 1704.816284
	Iteration 13Q: 3 clusters Score -417942.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -418003.437500 Penalty: 1704.816284
	Iteration 14Q: 3 clusters Score -418003.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -418041.937500 Penalty: 1704.816284
	Iteration 15Q: 3 clusters Score -418041.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -418063.125000 Penalty: 1704.816284
	Iteration 16Q: 3 clusters Score -418063.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -418078.031250 Penalty: 1704.816284
	Iteration 17Q: 3 clusters Score -418078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -418083.843750 Penalty: 1704.816284
	Iteration 18Q: 3 clusters Score -418083.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -418088.468750 Penalty: 1704.816284
	Iteration 19Q: 3 clusters Score -418088.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -418090.281250 Penalty: 1704.816284
	Iteration 20F: 3 clusters Score -418090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -418090.437500 Penalty: 1704.816284
	Iteration 21Q: 3 clusters Score -418090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -418092.625000 Penalty: 1704.816284
	Iteration 22Q: 3 clusters Score -418092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -418092.781250 Penalty: 1704.816284
	Iteration 23Q: 3 clusters Score -418092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -418093.906250 Penalty: 1704.816284
	Iteration 24Q: 3 clusters Score -418093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -418094.187500 Penalty: 1704.816284
	Iteration 25Q: 3 clusters Score -418094.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -418094.187500 Penalty: 1704.816284
	Iteration 26F: 3 clusters Score -418094.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Entering Unmasked Estep 
Score: -942204.562500 Penalty: 926.193359
	Iteration 0F: 2 clusters Score -942204.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -930716.062500 Penalty: 1852.386719
	Iteration 0F: 3 clusters Score -930716.1 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -935123.687500 Penalty: 1852.386719
	Iteration 1F: 3 clusters Score -935123.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -935527.125000 Penalty: 1852.386719
	Iteration 2F: 3 clusters Score -935527.1 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -936050.312500 Penalty: 1852.386719
	Iteration 3F: 3 clusters Score -936050.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -936786.000000 Penalty: 1852.386719
	Iteration 4F: 3 clusters Score -936786 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -937651.000000 Penalty: 1852.386719
	Iteration 5F: 3 clusters Score -937651 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -938471.562500 Penalty: 1852.386719
	Iteration 6F: 3 clusters Score -938471.6 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -939063.062500 Penalty: 1852.386719
	Iteration 7F: 3 clusters Score -939063.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -939462.437500 Penalty: 1852.386719
	Iteration 8Q: 3 clusters Score -939462.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -939808.000000 Penalty: 1852.386719
	Iteration 9Q: 3 clusters Score -939808 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -940088.187500 Penalty: 1852.386719
	Iteration 10Q: 3 clusters Score -940088.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -940376.875000 Penalty: 1852.386719
	Iteration 11Q: 3 clusters Score -940376.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -940676.062500 Penalty: 1852.386719
	Iteration 12Q: 3 clusters Score -940676.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -940899.000000 Penalty: 1852.386719
	Iteration 13Q: 3 clusters Score -940899 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -941064.937500 Penalty: 1852.386719
	Iteration 14Q: 3 clusters Score -941064.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -941177.937500 Penalty: 1852.386719
	Iteration 15Q: 3 clusters Score -941177.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -941260.875000 Penalty: 1852.386719
	Iteration 16Q: 3 clusters Score -941260.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -941308.000000 Penalty: 1852.386719
	Iteration 17Q: 3 clusters Score -941308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -941335.500000 Penalty: 1852.386719
	Iteration 18Q: 3 clusters Score -941335.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -941358.500000 Penalty: 1852.386719
	Iteration 19Q: 3 clusters Score -941358.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -941403.562500 Penalty: 1852.386719
	Iteration 20F: 3 clusters Score -941403.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -941452.437500 Penalty: 1852.386719
	Iteration 21Q: 3 clusters Score -941452.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -941478.625000 Penalty: 1852.386719
	Iteration 22Q: 3 clusters Score -941478.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -941512.125000 Penalty: 1852.386719
	Iteration 23Q: 3 clusters Score -941512.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -941542.312500 Penalty: 1852.386719
	Iteration 24Q: 3 clusters Score -941542.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -941560.625000 Penalty: 1852.386719
	Iteration 25Q: 3 clusters Score -941560.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -941584.187500 Penalty: 1852.386719
	Iteration 26Q: 3 clusters Score -941584.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -941606.562500 Penalty: 1852.386719
	Iteration 27Q: 3 clusters Score -941606.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -941630.687500 Penalty: 1852.386719
	Iteration 28Q: 3 clusters Score -941630.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -941650.062500 Penalty: 1852.386719
	Iteration 29Q: 3 clusters Score -941650.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -941663.062500 Penalty: 1852.386719
	Iteration 30Q: 3 clusters Score -941663.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -941682.187500 Penalty: 1852.386719
	Iteration 31Q: 3 clusters Score -941682.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -941692.812500 Penalty: 1852.386719
	Iteration 32Q: 3 clusters Score -941692.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -941704.375000 Penalty: 1852.386719
	Iteration 33Q: 3 clusters Score -941704.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -941711.375000 Penalty: 1852.386719
	Iteration 34Q: 3 clusters Score -941711.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -941721.187500 Penalty: 1852.386719
	Iteration 35Q: 3 clusters Score -941721.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -941727.750000 Penalty: 1852.386719
	Iteration 36Q: 3 clusters Score -941727.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -941729.562500 Penalty: 1852.386719
	Iteration 37Q: 3 clusters Score -941729.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -941735.312500 Penalty: 1852.386719
	Iteration 38Q: 3 clusters Score -941735.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -941736.875000 Penalty: 1852.386719
	Iteration 39Q: 3 clusters Score -941736.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -941749.062500 Penalty: 1852.386719
	Iteration 40F: 3 clusters Score -941749.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -941754.437500 Penalty: 1852.386719
	Iteration 41Q: 3 clusters Score -941754.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -941756.250000 Penalty: 1852.386719
	Iteration 42Q: 3 clusters Score -941756.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -941757.062500 Penalty: 1852.386719
	Iteration 43Q: 3 clusters Score -941757.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -941759.312500 Penalty: 1852.386719
	Iteration 44Q: 3 clusters Score -941759.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -941764.062500 Penalty: 1852.386719
	Iteration 45Q: 3 clusters Score -941764.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -941764.687500 Penalty: 1852.386719
	Iteration 46Q: 3 clusters Score -941764.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -941765.750000 Penalty: 1852.386719
	Iteration 47Q: 3 clusters Score -941765.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -941766.437500 Penalty: 1852.386719
	Iteration 48Q: 3 clusters Score -941766.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -941766.812500 Penalty: 1852.386719
	Iteration 49Q: 3 clusters Score -941766.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -941766.937500 Penalty: 1852.386719
	Iteration 50Q: 3 clusters Score -941766.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -941765.437500 Penalty: 1852.386719
	Iteration 51Q: 3 clusters Score -941765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -941767.062500 Penalty: 1852.386719
	Iteration 52Q: 3 clusters Score -941767.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -941766.937500 Penalty: 1852.386719
	Iteration 53Q: 3 clusters Score -941766.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -941770.875000 Penalty: 1852.386719
	Iteration 54Q: 3 clusters Score -941770.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -941774.625000 Penalty: 1852.386719
	Iteration 55Q: 3 clusters Score -941774.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -941776.687500 Penalty: 1852.386719
	Iteration 56Q: 3 clusters Score -941776.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -941776.750000 Penalty: 1852.386719
	Iteration 57Q: 3 clusters Score -941776.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -941780.937500 Penalty: 1852.386719
	Iteration 58Q: 3 clusters Score -941780.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -941778.500000 Penalty: 1852.386719
	Iteration 59Q: 3 clusters Score -941778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -941782.562500 Penalty: 1852.386719
	Iteration 60F: 3 clusters Score -941782.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -941783.375000 Penalty: 1852.386719
	Iteration 61Q: 3 clusters Score -941783.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -941784.250000 Penalty: 1852.386719
	Iteration 62Q: 3 clusters Score -941784.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -941785.625000 Penalty: 1852.386719
	Iteration 63Q: 3 clusters Score -941785.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -941788.500000 Penalty: 1852.386719
	Iteration 64Q: 3 clusters Score -941788.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -941788.250000 Penalty: 1852.386719
	Iteration 65Q: 3 clusters Score -941788.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -941789.875000 Penalty: 1852.386719
	Iteration 66Q: 3 clusters Score -941789.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -941791.750000 Penalty: 1852.386719
	Iteration 67Q: 3 clusters Score -941791.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -941794.562500 Penalty: 1852.386719
	Iteration 68Q: 3 clusters Score -941794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -941794.937500 Penalty: 1852.386719
	Iteration 69Q: 3 clusters Score -941794.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -941795.937500 Penalty: 1852.386719
	Iteration 70Q: 3 clusters Score -941795.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -941799.375000 Penalty: 1852.386719
	Iteration 71Q: 3 clusters Score -941799.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -941798.625000 Penalty: 1852.386719
	Iteration 72Q: 3 clusters Score -941798.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -941803.250000 Penalty: 1852.386719
	Iteration 73Q: 3 clusters Score -941803.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -941805.125000 Penalty: 1852.386719
	Iteration 74Q: 3 clusters Score -941805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -941803.750000 Penalty: 1852.386719
	Iteration 75Q: 3 clusters Score -941803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -941805.375000 Penalty: 1852.386719
	Iteration 76Q: 3 clusters Score -941805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -941805.312500 Penalty: 1852.386719
	Iteration 77Q: 3 clusters Score -941805.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -941808.062500 Penalty: 1852.386719
	Iteration 78Q: 3 clusters Score -941808.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -941806.937500 Penalty: 1852.386719
	Iteration 79Q: 3 clusters Score -941806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -941807.187500 Penalty: 1852.386719
	Iteration 80F: 3 clusters Score -941807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -941807.687500 Penalty: 1852.386719
	Iteration 81Q: 3 clusters Score -941807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -941809.250000 Penalty: 1852.386719
	Iteration 82Q: 3 clusters Score -941809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -941809.000000 Penalty: 1852.386719
	Iteration 83Q: 3 clusters Score -941809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -941808.562500 Penalty: 1852.386719
	Iteration 84Q: 3 clusters Score -941808.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -941810.000000 Penalty: 1852.386719
	Iteration 85Q: 3 clusters Score -941810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -941811.687500 Penalty: 1852.386719
	Iteration 86Q: 3 clusters Score -941811.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -941812.500000 Penalty: 1852.386719
	Iteration 87Q: 3 clusters Score -941812.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -941814.062500 Penalty: 1852.386719
	Iteration 88Q: 3 clusters Score -941814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -941815.687500 Penalty: 1852.386719
	Iteration 89Q: 3 clusters Score -941815.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -941814.375000 Penalty: 1852.386719
	Iteration 90Q: 3 clusters Score -941814.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -941814.875000 Penalty: 1852.386719
	Iteration 91Q: 3 clusters Score -941814.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -941817.000000 Penalty: 1852.386719
	Iteration 92Q: 3 clusters Score -941817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -941815.875000 Penalty: 1852.386719
	Iteration 93Q: 3 clusters Score -941815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -941817.812500 Penalty: 1852.386719
	Iteration 94Q: 3 clusters Score -941817.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -941820.500000 Penalty: 1852.386719
	Iteration 95Q: 3 clusters Score -941820.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -941822.500000 Penalty: 1852.386719
	Iteration 96Q: 3 clusters Score -941822.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -941822.375000 Penalty: 1852.386719
	Iteration 97Q: 3 clusters Score -941822.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -941823.750000 Penalty: 1852.386719
	Iteration 98Q: 3 clusters Score -941823.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -941825.500000 Penalty: 1852.386719
	Iteration 99Q: 3 clusters Score -941825.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -941823.687500 Penalty: 1852.386719
	Iteration 100F: 3 clusters Score -941823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -941823.062500 Penalty: 1852.386719
	Iteration 101Q: 3 clusters Score -941823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -941823.875000 Penalty: 1852.386719
	Iteration 102Q: 3 clusters Score -941823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -941825.375000 Penalty: 1852.386719
	Iteration 103Q: 3 clusters Score -941825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -941826.125000 Penalty: 1852.386719
	Iteration 104Q: 3 clusters Score -941826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -941826.125000 Penalty: 1852.386719
	Iteration 105F: 3 clusters Score -941826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Entering Unmasked Estep 
Score: -1849327.375000 Penalty: 985.166504
	Iteration 0F: 2 clusters Score -1849327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1828126.375000 Penalty: 1970.333008
	Iteration 0F: 3 clusters Score -1828126 nChanged 15095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1836591.500000 Penalty: 1970.333008
	Iteration 1F: 3 clusters Score -1836592 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1837005.250000 Penalty: 1970.333008
	Iteration 2Q: 3 clusters Score -1837005 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1837559.125000 Penalty: 1970.333008
	Iteration 3Q: 3 clusters Score -1837559 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1838296.625000 Penalty: 1970.333008
	Iteration 4F: 3 clusters Score -1838297 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1839278.125000 Penalty: 1970.333008
	Iteration 5F: 3 clusters Score -1839278 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1840635.125000 Penalty: 1970.333008
	Iteration 6F: 3 clusters Score -1840635 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1842409.750000 Penalty: 1970.333008
	Iteration 7F: 3 clusters Score -1842410 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1844409.625000 Penalty: 1970.333008
	Iteration 8F: 3 clusters Score -1844410 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1846172.250000 Penalty: 1970.333008
	Iteration 9F: 3 clusters Score -1846172 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1847346.000000 Penalty: 1970.333008
	Iteration 10Q: 3 clusters Score -1847346 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1847948.000000 Penalty: 1970.333008
	Iteration 11Q: 3 clusters Score -1847948 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1848217.750000 Penalty: 1970.333008
	Iteration 12Q: 3 clusters Score -1848218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1848323.250000 Penalty: 1970.333008
	Iteration 13Q: 3 clusters Score -1848323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1848376.250000 Penalty: 1970.333008
	Iteration 14Q: 3 clusters Score -1848376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1848407.875000 Penalty: 1970.333008
	Iteration 15Q: 3 clusters Score -1848408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1848421.250000 Penalty: 1970.333008
	Iteration 16Q: 3 clusters Score -1848421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1848427.500000 Penalty: 1970.333008
	Iteration 17Q: 3 clusters Score -1848428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1848431.125000 Penalty: 1970.333008
	Iteration 18Q: 3 clusters Score -1848431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1848433.625000 Penalty: 1970.333008
	Iteration 19Q: 3 clusters Score -1848434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1848433.625000 Penalty: 1970.333008
	Iteration 20F: 3 clusters Score -1848434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -118434.703125 Penalty: 750.736267
	Iteration 0F: 2 clusters Score -118434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -116301.742188 Penalty: 1501.472534
	Iteration 0F: 3 clusters Score -116301.7 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -117010.562500 Penalty: 1501.472534
	Iteration 1F: 3 clusters Score -117010.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -117206.554688 Penalty: 1501.472534
	Iteration 2F: 3 clusters Score -117206.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -117388.406250 Penalty: 1501.472534
	Iteration 3F: 3 clusters Score -117388.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -117538.437500 Penalty: 1501.472534
	Iteration 4F: 3 clusters Score -117538.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -117654.820312 Penalty: 1501.472534
	Iteration 5F: 3 clusters Score -117654.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -117770.132812 Penalty: 1501.472534
	Iteration 6Q: 3 clusters Score -117770.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -117857.218750 Penalty: 1501.472534
	Iteration 7Q: 3 clusters Score -117857.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -117928.718750 Penalty: 1501.472534
	Iteration 8Q: 3 clusters Score -117928.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -118015.273438 Penalty: 1501.472534
	Iteration 9Q: 3 clusters Score -118015.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -118117.515625 Penalty: 1501.472534
	Iteration 10Q: 3 clusters Score -118117.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -118230.546875 Penalty: 1501.472534
	Iteration 11Q: 3 clusters Score -118230.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -118317.062500 Penalty: 1501.472534
	Iteration 12Q: 3 clusters Score -118317.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -118378.546875 Penalty: 1501.472534
	Iteration 13Q: 3 clusters Score -118378.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -118422.648438 Penalty: 1501.472534
	Iteration 14Q: 3 clusters Score -118422.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -118469.398438 Penalty: 1501.472534
	Iteration 15Q: 3 clusters Score -118469.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -118499.867188 Penalty: 1501.472534
	Iteration 16Q: 3 clusters Score -118499.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -118519.382812 Penalty: 1501.472534
	Iteration 17Q: 3 clusters Score -118519.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -118531.679688 Penalty: 1501.472534
	Iteration 18Q: 3 clusters Score -118531.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -118543.765625 Penalty: 1501.472534
	Iteration 19Q: 3 clusters Score -118543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -118557.789062 Penalty: 1501.472534
	Iteration 20F: 3 clusters Score -118557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -118564.437500 Penalty: 1501.472534
	Iteration 21Q: 3 clusters Score -118564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -118569.632812 Penalty: 1501.472534
	Iteration 22Q: 3 clusters Score -118569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -118573.062500 Penalty: 1501.472534
	Iteration 23Q: 3 clusters Score -118573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -118577.109375 Penalty: 1501.472534
	Iteration 24Q: 3 clusters Score -118577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -118579.273438 Penalty: 1501.472534
	Iteration 25Q: 3 clusters Score -118579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -118580.742188 Penalty: 1501.472534
	Iteration 26Q: 3 clusters Score -118580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -118581.742188 Penalty: 1501.472534
	Iteration 27Q: 3 clusters Score -118581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -118583.554688 Penalty: 1501.472534
	Iteration 28Q: 3 clusters Score -118583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -118585.023438 Penalty: 1501.472534
	Iteration 29Q: 3 clusters Score -118585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -118586.765625 Penalty: 1501.472534
	Iteration 30Q: 3 clusters Score -118586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -118589.132812 Penalty: 1501.472534
	Iteration 31Q: 3 clusters Score -118589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -118595.554688 Penalty: 1501.472534
	Iteration 32Q: 3 clusters Score -118595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -118597.468750 Penalty: 1501.472534
	Iteration 33Q: 3 clusters Score -118597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -118598.453125 Penalty: 1501.472534
	Iteration 34Q: 3 clusters Score -118598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -118598.453125 Penalty: 1501.472534
	Iteration 35F: 3 clusters Score -118598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 77635 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 26965 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137050 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29626 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287899 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17144 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 2398 members 
Mstep: Class 29 contains 2399 members 
Entering Unmasked Estep 
Score: -38634732.000000 Penalty: 37222.273438
Splitting cluster 27 changes total score from -38635084.000000 to -38634732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -143368.593750 Penalty: 739.327087
	Iteration 0F: 2 clusters Score -143368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -141451.125000 Penalty: 1478.654175
	Iteration 0F: 3 clusters Score -141451.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -141962.609375 Penalty: 1478.654175
	Iteration 1F: 3 clusters Score -141962.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -142113.515625 Penalty: 1478.654175
	Iteration 2F: 3 clusters Score -142113.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142237.000000 Penalty: 1478.654175
	Iteration 3F: 3 clusters Score -142237 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -142344.921875 Penalty: 1478.654175
	Iteration 4F: 3 clusters Score -142344.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -142441.234375 Penalty: 1478.654175
	Iteration 5Q: 3 clusters Score -142441.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -142526.812500 Penalty: 1478.654175
	Iteration 6Q: 3 clusters Score -142526.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -142592.250000 Penalty: 1478.654175
	Iteration 7Q: 3 clusters Score -142592.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -142654.203125 Penalty: 1478.654175
	Iteration 8Q: 3 clusters Score -142654.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -142693.593750 Penalty: 1478.654175
	Iteration 9Q: 3 clusters Score -142693.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -142723.359375 Penalty: 1478.654175
	Iteration 10Q: 3 clusters Score -142723.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -142736.609375 Penalty: 1478.654175
	Iteration 11Q: 3 clusters Score -142736.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -142746.000000 Penalty: 1478.654175
	Iteration 12Q: 3 clusters Score -142746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -142762.968750 Penalty: 1478.654175
	Iteration 13Q: 3 clusters Score -142763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -142771.343750 Penalty: 1478.654175
	Iteration 14Q: 3 clusters Score -142771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -142776.453125 Penalty: 1478.654175
	Iteration 15Q: 3 clusters Score -142776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -142779.890625 Penalty: 1478.654175
	Iteration 16Q: 3 clusters Score -142779.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -142780.156250 Penalty: 1478.654175
	Iteration 17Q: 3 clusters Score -142780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -142780.156250 Penalty: 1478.654175
	Iteration 18F: 3 clusters Score -142780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 77635 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 26965 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137050 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29626 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287899 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17144 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635072.000000 Penalty: 35938.746094
Iteration 199Q: 29 clusters Score -3.863507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 77635 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 26965 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137049 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29625 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287895 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17142 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 2399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635068.000000 Penalty: 35938.746094
Iteration 200F: 29 clusters Score -3.863507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 77636 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 26962 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137049 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29623 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287894 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17142 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635056.000000 Penalty: 35938.746094
Iteration 201Q: 29 clusters Score -3.863506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10086 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3210 members 
Mstep: Class 8 contains 77638 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 10 contains 26955 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137050 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29623 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287886 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17143 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635084.000000 Penalty: 35938.746094
Iteration 202Q: 29 clusters Score -3.863508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3212 members 
Mstep: Class 8 contains 77639 members 
Mstep: Class 9 contains 6744 members 
Mstep: Class 10 contains 26953 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137050 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29623 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287882 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17143 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635076.000000 Penalty: 35938.746094
Iteration 203Q: 29 clusters Score -3.863508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 77639 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 26952 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137050 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29622 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287879 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17143 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635044.000000 Penalty: 35938.746094
Iteration 204Q: 29 clusters Score -3.863504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 77639 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 26952 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137051 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29623 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287873 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17142 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635044.000000 Penalty: 35938.746094
Iteration 205Q: 29 clusters Score -3.863504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3217 members 
Mstep: Class 8 contains 77639 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 26952 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137052 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29623 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287873 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17142 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635044.000000 Penalty: 35938.746094
Iteration 206Q: 29 clusters Score -3.863504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 3217 members 
Mstep: Class 8 contains 77639 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 26952 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 137052 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 29623 members 
Mstep: Class 18 contains 23606 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 287873 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 17142 members 
Mstep: Class 26 contains 31894 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38635044.000000 Penalty: 35938.746094
Iteration 207F: 29 clusters Score -3.863504e+07 nChanged 0
Entering ConstructFrom: 
Score: -38635044.000000 Penalty: 35938.746094
Entering ConstructFrom: 
Trying to split cluster 1 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -228380.468750 Penalty: 792.456665
	Iteration 0F: 2 clusters Score -228380.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -225299.312500 Penalty: 1584.913330
	Iteration 0F: 3 clusters Score -225299.3 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -226273.484375 Penalty: 1584.913330
	Iteration 1F: 3 clusters Score -226273.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -226462.546875 Penalty: 1584.913330
	Iteration 2F: 3 clusters Score -226462.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -226651.750000 Penalty: 1584.913330
	Iteration 3F: 3 clusters Score -226651.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -226854.796875 Penalty: 1584.913330
	Iteration 4F: 3 clusters Score -226854.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -227040.656250 Penalty: 1584.913330
	Iteration 5F: 3 clusters Score -227040.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -227191.921875 Penalty: 1584.913330
	Iteration 6F: 3 clusters Score -227191.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -227319.406250 Penalty: 1584.913330
	Iteration 7Q: 3 clusters Score -227319.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -227423.593750 Penalty: 1584.913330
	Iteration 8Q: 3 clusters Score -227423.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -227498.484375 Penalty: 1584.913330
	Iteration 9Q: 3 clusters Score -227498.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -227549.765625 Penalty: 1584.913330
	Iteration 10Q: 3 clusters Score -227549.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -227583.312500 Penalty: 1584.913330
	Iteration 11Q: 3 clusters Score -227583.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -227606.734375 Penalty: 1584.913330
	Iteration 12Q: 3 clusters Score -227606.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -227620.796875 Penalty: 1584.913330
	Iteration 13Q: 3 clusters Score -227620.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -227636.875000 Penalty: 1584.913330
	Iteration 14Q: 3 clusters Score -227636.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -227651.171875 Penalty: 1584.913330
	Iteration 15Q: 3 clusters Score -227651.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -227661.265625 Penalty: 1584.913330
	Iteration 16Q: 3 clusters Score -227661.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -227670.421875 Penalty: 1584.913330
	Iteration 17Q: 3 clusters Score -227670.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -227679.359375 Penalty: 1584.913330
	Iteration 18Q: 3 clusters Score -227679.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -227686.000000 Penalty: 1584.913330
	Iteration 19Q: 3 clusters Score -227686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -227688.843750 Penalty: 1584.913330
	Iteration 20F: 3 clusters Score -227688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -227690.781250 Penalty: 1584.913330
	Iteration 21Q: 3 clusters Score -227690.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -227692.078125 Penalty: 1584.913330
	Iteration 22Q: 3 clusters Score -227692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -227692.625000 Penalty: 1584.913330
	Iteration 23Q: 3 clusters Score -227692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -227693.406250 Penalty: 1584.913330
	Iteration 24Q: 3 clusters Score -227693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -227693.843750 Penalty: 1584.913330
	Iteration 25Q: 3 clusters Score -227693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -227694.421875 Penalty: 1584.913330
	Iteration 26Q: 3 clusters Score -227694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -227694.421875 Penalty: 1584.913330
	Iteration 27F: 3 clusters Score -227694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Entering Unmasked Estep 
Score: -170669.765625 Penalty: 760.541626
	Iteration 0F: 2 clusters Score -170669.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -168319.328125 Penalty: 1521.083252
	Iteration 0F: 3 clusters Score -168319.3 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -168993.515625 Penalty: 1521.083252
	Iteration 1F: 3 clusters Score -168993.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -169096.140625 Penalty: 1521.083252
	Iteration 2F: 3 clusters Score -169096.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -169160.515625 Penalty: 1521.083252
	Iteration 3Q: 3 clusters Score -169160.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -169202.968750 Penalty: 1521.083252
	Iteration 4Q: 3 clusters Score -169203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -169241.890625 Penalty: 1521.083252
	Iteration 5Q: 3 clusters Score -169241.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -169273.687500 Penalty: 1521.083252
	Iteration 6Q: 3 clusters Score -169273.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -169318.281250 Penalty: 1521.083252
	Iteration 7Q: 3 clusters Score -169318.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -169360.687500 Penalty: 1521.083252
	Iteration 8Q: 3 clusters Score -169360.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -169409.734375 Penalty: 1521.083252
	Iteration 9Q: 3 clusters Score -169409.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -169465.515625 Penalty: 1521.083252
	Iteration 10Q: 3 clusters Score -169465.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -169522.796875 Penalty: 1521.083252
	Iteration 11Q: 3 clusters Score -169522.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -169583.781250 Penalty: 1521.083252
	Iteration 12Q: 3 clusters Score -169583.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -169644.796875 Penalty: 1521.083252
	Iteration 13Q: 3 clusters Score -169644.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -169684.671875 Penalty: 1521.083252
	Iteration 14Q: 3 clusters Score -169684.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -169715.953125 Penalty: 1521.083252
	Iteration 15Q: 3 clusters Score -169716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -169744.375000 Penalty: 1521.083252
	Iteration 16Q: 3 clusters Score -169744.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -169766.109375 Penalty: 1521.083252
	Iteration 17Q: 3 clusters Score -169766.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -169788.890625 Penalty: 1521.083252
	Iteration 18Q: 3 clusters Score -169788.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -169810.453125 Penalty: 1521.083252
	Iteration 19Q: 3 clusters Score -169810.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -169833.828125 Penalty: 1521.083252
	Iteration 20F: 3 clusters Score -169833.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -169857.687500 Penalty: 1521.083252
	Iteration 21Q: 3 clusters Score -169857.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -169883.468750 Penalty: 1521.083252
	Iteration 22Q: 3 clusters Score -169883.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -169903.484375 Penalty: 1521.083252
	Iteration 23Q: 3 clusters Score -169903.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -169924.578125 Penalty: 1521.083252
	Iteration 24Q: 3 clusters Score -169924.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -169939.656250 Penalty: 1521.083252
	Iteration 25Q: 3 clusters Score -169939.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -169953.187500 Penalty: 1521.083252
	Iteration 26Q: 3 clusters Score -169953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -169959.140625 Penalty: 1521.083252
	Iteration 27Q: 3 clusters Score -169959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -169968.687500 Penalty: 1521.083252
	Iteration 28Q: 3 clusters Score -169968.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -169973.609375 Penalty: 1521.083252
	Iteration 29Q: 3 clusters Score -169973.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -169977.265625 Penalty: 1521.083252
	Iteration 30Q: 3 clusters Score -169977.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -169979.312500 Penalty: 1521.083252
	Iteration 31Q: 3 clusters Score -169979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -169981.218750 Penalty: 1521.083252
	Iteration 32Q: 3 clusters Score -169981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -169981.328125 Penalty: 1521.083252
	Iteration 33Q: 3 clusters Score -169981.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -169981.328125 Penalty: 1521.083252
	Iteration 34F: 3 clusters Score -169981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -194560.765625 Penalty: 787.577820
	Iteration 0F: 2 clusters Score -194560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -191658.437500 Penalty: 1575.155640
	Iteration 0F: 3 clusters Score -191658.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -192601.375000 Penalty: 1575.155640
	Iteration 1F: 3 clusters Score -192601.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -192761.531250 Penalty: 1575.155640
	Iteration 2F: 3 clusters Score -192761.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -192960.312500 Penalty: 1575.155640
	Iteration 3F: 3 clusters Score -192960.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -193162.718750 Penalty: 1575.155640
	Iteration 4F: 3 clusters Score -193162.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -193388.046875 Penalty: 1575.155640
	Iteration 5F: 3 clusters Score -193388 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -193689.281250 Penalty: 1575.155640
	Iteration 6F: 3 clusters Score -193689.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -193964.421875 Penalty: 1575.155640
	Iteration 7F: 3 clusters Score -193964.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -194173.703125 Penalty: 1575.155640
	Iteration 8F: 3 clusters Score -194173.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -194320.078125 Penalty: 1575.155640
	Iteration 9Q: 3 clusters Score -194320.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -194413.062500 Penalty: 1575.155640
	Iteration 10Q: 3 clusters Score -194413.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -194454.109375 Penalty: 1575.155640
	Iteration 11Q: 3 clusters Score -194454.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -194478.015625 Penalty: 1575.155640
	Iteration 12Q: 3 clusters Score -194478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -194494.187500 Penalty: 1575.155640
	Iteration 13Q: 3 clusters Score -194494.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -194504.078125 Penalty: 1575.155640
	Iteration 14Q: 3 clusters Score -194504.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -194513.890625 Penalty: 1575.155640
	Iteration 15Q: 3 clusters Score -194513.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -194518.968750 Penalty: 1575.155640
	Iteration 16Q: 3 clusters Score -194519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -194523.234375 Penalty: 1575.155640
	Iteration 17Q: 3 clusters Score -194523.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -194529.000000 Penalty: 1575.155640
	Iteration 18Q: 3 clusters Score -194529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -194531.500000 Penalty: 1575.155640
	Iteration 19Q: 3 clusters Score -194531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -194533.671875 Penalty: 1575.155640
	Iteration 20F: 3 clusters Score -194533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -194535.390625 Penalty: 1575.155640
	Iteration 21Q: 3 clusters Score -194535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -194539.984375 Penalty: 1575.155640
	Iteration 22Q: 3 clusters Score -194540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -194542.328125 Penalty: 1575.155640
	Iteration 23Q: 3 clusters Score -194542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -194543.734375 Penalty: 1575.155640
	Iteration 24Q: 3 clusters Score -194543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -194544.890625 Penalty: 1575.155640
	Iteration 25Q: 3 clusters Score -194544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -194544.890625 Penalty: 1575.155640
	Iteration 26F: 3 clusters Score -194544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Entering Unmasked Estep 
Score: -363780.062500 Penalty: 845.759155
	Iteration 0F: 2 clusters Score -363780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -358644.125000 Penalty: 1691.518311
	Iteration 0F: 3 clusters Score -358644.1 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -360327.562500 Penalty: 1691.518311
	Iteration 1F: 3 clusters Score -360327.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -360493.843750 Penalty: 1691.518311
	Iteration 2F: 3 clusters Score -360493.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -360664.125000 Penalty: 1691.518311
	Iteration 3F: 3 clusters Score -360664.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -360832.468750 Penalty: 1691.518311
	Iteration 4Q: 3 clusters Score -360832.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -360992.875000 Penalty: 1691.518311
	Iteration 5Q: 3 clusters Score -360992.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -361168.000000 Penalty: 1691.518311
	Iteration 6Q: 3 clusters Score -361168 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -361373.562500 Penalty: 1691.518311
	Iteration 7Q: 3 clusters Score -361373.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -361630.625000 Penalty: 1691.518311
	Iteration 8F: 3 clusters Score -361630.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -361868.593750 Penalty: 1691.518311
	Iteration 9F: 3 clusters Score -361868.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -362110.812500 Penalty: 1691.518311
	Iteration 10Q: 3 clusters Score -362110.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -362377.812500 Penalty: 1691.518311
	Iteration 11Q: 3 clusters Score -362377.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -362669.312500 Penalty: 1691.518311
	Iteration 12Q: 3 clusters Score -362669.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -362855.250000 Penalty: 1691.518311
	Iteration 13Q: 3 clusters Score -362855.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -362965.750000 Penalty: 1691.518311
	Iteration 14Q: 3 clusters Score -362965.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -363040.750000 Penalty: 1691.518311
	Iteration 15Q: 3 clusters Score -363040.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -363099.531250 Penalty: 1691.518311
	Iteration 16Q: 3 clusters Score -363099.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -363127.593750 Penalty: 1691.518311
	Iteration 17Q: 3 clusters Score -363127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -363141.750000 Penalty: 1691.518311
	Iteration 18Q: 3 clusters Score -363141.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -363152.906250 Penalty: 1691.518311
	Iteration 19Q: 3 clusters Score -363152.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -363168.031250 Penalty: 1691.518311
	Iteration 20F: 3 clusters Score -363168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -363179.500000 Penalty: 1691.518311
	Iteration 21Q: 3 clusters Score -363179.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -363187.031250 Penalty: 1691.518311
	Iteration 22Q: 3 clusters Score -363187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -363192.625000 Penalty: 1691.518311
	Iteration 23Q: 3 clusters Score -363192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -363209.343750 Penalty: 1691.518311
	Iteration 24Q: 3 clusters Score -363209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -363213.093750 Penalty: 1691.518311
	Iteration 25Q: 3 clusters Score -363213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -363214.656250 Penalty: 1691.518311
	Iteration 26Q: 3 clusters Score -363214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -363214.968750 Penalty: 1691.518311
	Iteration 27Q: 3 clusters Score -363215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -363214.968750 Penalty: 1691.518311
	Iteration 28F: 3 clusters Score -363215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -490162.375000 Penalty: 875.805237
	Iteration 0F: 2 clusters Score -490162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -483270.281250 Penalty: 1751.610474
	Iteration 0F: 3 clusters Score -483270.3 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -486126.031250 Penalty: 1751.610474
	Iteration 1F: 3 clusters Score -486126 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -486729.468750 Penalty: 1751.610474
	Iteration 2F: 3 clusters Score -486729.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -487387.781250 Penalty: 1751.610474
	Iteration 3F: 3 clusters Score -487387.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -487998.531250 Penalty: 1751.610474
	Iteration 4F: 3 clusters Score -487998.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -488470.437500 Penalty: 1751.610474
	Iteration 5F: 3 clusters Score -488470.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -488875.656250 Penalty: 1751.610474
	Iteration 6Q: 3 clusters Score -488875.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -489177.750000 Penalty: 1751.610474
	Iteration 7Q: 3 clusters Score -489177.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -489391.125000 Penalty: 1751.610474
	Iteration 8Q: 3 clusters Score -489391.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -489549.812500 Penalty: 1751.610474
	Iteration 9Q: 3 clusters Score -489549.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -489637.875000 Penalty: 1751.610474
	Iteration 10Q: 3 clusters Score -489637.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -489682.250000 Penalty: 1751.610474
	Iteration 11Q: 3 clusters Score -489682.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -489713.000000 Penalty: 1751.610474
	Iteration 12Q: 3 clusters Score -489713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -489731.000000 Penalty: 1751.610474
	Iteration 13Q: 3 clusters Score -489731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -489745.187500 Penalty: 1751.610474
	Iteration 14Q: 3 clusters Score -489745.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -489761.531250 Penalty: 1751.610474
	Iteration 15Q: 3 clusters Score -489761.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -489771.718750 Penalty: 1751.610474
	Iteration 16Q: 3 clusters Score -489771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -489775.937500 Penalty: 1751.610474
	Iteration 17Q: 3 clusters Score -489775.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -489776.656250 Penalty: 1751.610474
	Iteration 18Q: 3 clusters Score -489776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -489776.281250 Penalty: 1751.610474
	Iteration 19Q: 3 clusters Score -489776.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -489780.843750 Penalty: 1751.610474
	Iteration 20F: 3 clusters Score -489780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -489786.625000 Penalty: 1751.610474
	Iteration 21Q: 3 clusters Score -489786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -489787.937500 Penalty: 1751.610474
	Iteration 22Q: 3 clusters Score -489787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -489789.687500 Penalty: 1751.610474
	Iteration 23Q: 3 clusters Score -489789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -489791.500000 Penalty: 1751.610474
	Iteration 24Q: 3 clusters Score -489791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -489793.437500 Penalty: 1751.610474
	Iteration 25Q: 3 clusters Score -489793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -489794.812500 Penalty: 1751.610474
	Iteration 26Q: 3 clusters Score -489794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -489796.843750 Penalty: 1751.610474
	Iteration 27Q: 3 clusters Score -489796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -489796.843750 Penalty: 1751.610474
	Iteration 28F: 3 clusters Score -489796.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -50228.699219 Penalty: 639.219727
	Iteration 0F: 2 clusters Score -50228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49267.195312 Penalty: 1278.439453
	Iteration 0F: 3 clusters Score -49267.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49463.429688 Penalty: 1278.439453
	Iteration 1F: 3 clusters Score -49463.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -49506.066406 Penalty: 1278.439453
	Iteration 2F: 3 clusters Score -49506.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49522.898438 Penalty: 1278.439453
	Iteration 3Q: 3 clusters Score -49522.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -49534.179688 Penalty: 1278.439453
	Iteration 4Q: 3 clusters Score -49534.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49542.167969 Penalty: 1278.439453
	Iteration 5Q: 3 clusters Score -49542.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49548.449219 Penalty: 1278.439453
	Iteration 6Q: 3 clusters Score -49548.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49553.753906 Penalty: 1278.439453
	Iteration 7Q: 3 clusters Score -49553.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -49559.015625 Penalty: 1278.439453
	Iteration 8Q: 3 clusters Score -49559.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49564.750000 Penalty: 1278.439453
	Iteration 9Q: 3 clusters Score -49564.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -49569.820312 Penalty: 1278.439453
	Iteration 10Q: 3 clusters Score -49569.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49574.843750 Penalty: 1278.439453
	Iteration 11Q: 3 clusters Score -49574.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -49576.937500 Penalty: 1278.439453
	Iteration 12Q: 3 clusters Score -49576.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49578.402344 Penalty: 1278.439453
	Iteration 13Q: 3 clusters Score -49578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49582.078125 Penalty: 1278.439453
	Iteration 14Q: 3 clusters Score -49582.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49583.683594 Penalty: 1278.439453
	Iteration 15Q: 3 clusters Score -49583.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49584.824219 Penalty: 1278.439453
	Iteration 16Q: 3 clusters Score -49584.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49585.613281 Penalty: 1278.439453
	Iteration 17Q: 3 clusters Score -49585.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49587.179688 Penalty: 1278.439453
	Iteration 18Q: 3 clusters Score -49587.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -49588.035156 Penalty: 1278.439453
	Iteration 19Q: 3 clusters Score -49588.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49590.574219 Penalty: 1278.439453
	Iteration 20F: 3 clusters Score -49590.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -49591.070312 Penalty: 1278.439453
	Iteration 21Q: 3 clusters Score -49591.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -49591.070312 Penalty: 1278.439453
	Iteration 22F: 3 clusters Score -49591.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -191573.140625 Penalty: 767.239380
	Iteration 0F: 2 clusters Score -191573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -189118.640625 Penalty: 1534.478760
	Iteration 0F: 3 clusters Score -189118.6 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -189813.921875 Penalty: 1534.478760
	Iteration 1F: 3 clusters Score -189813.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -189904.328125 Penalty: 1534.478760
	Iteration 2F: 3 clusters Score -189904.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -189967.265625 Penalty: 1534.478760
	Iteration 3Q: 3 clusters Score -189967.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -190023.515625 Penalty: 1534.478760
	Iteration 4Q: 3 clusters Score -190023.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -190087.656250 Penalty: 1534.478760
	Iteration 5Q: 3 clusters Score -190087.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -190154.843750 Penalty: 1534.478760
	Iteration 6Q: 3 clusters Score -190154.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -190233.390625 Penalty: 1534.478760
	Iteration 7Q: 3 clusters Score -190233.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -190321.500000 Penalty: 1534.478760
	Iteration 8Q: 3 clusters Score -190321.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -190419.640625 Penalty: 1534.478760
	Iteration 9Q: 3 clusters Score -190419.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -190510.265625 Penalty: 1534.478760
	Iteration 10Q: 3 clusters Score -190510.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -190611.890625 Penalty: 1534.478760
	Iteration 11Q: 3 clusters Score -190611.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -190691.156250 Penalty: 1534.478760
	Iteration 12Q: 3 clusters Score -190691.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -190749.359375 Penalty: 1534.478760
	Iteration 13Q: 3 clusters Score -190749.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -190802.390625 Penalty: 1534.478760
	Iteration 14Q: 3 clusters Score -190802.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -190840.140625 Penalty: 1534.478760
	Iteration 15Q: 3 clusters Score -190840.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -190865.562500 Penalty: 1534.478760
	Iteration 16Q: 3 clusters Score -190865.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -190878.765625 Penalty: 1534.478760
	Iteration 17Q: 3 clusters Score -190878.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -190888.406250 Penalty: 1534.478760
	Iteration 18Q: 3 clusters Score -190888.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -190893.328125 Penalty: 1534.478760
	Iteration 19Q: 3 clusters Score -190893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -190895.562500 Penalty: 1534.478760
	Iteration 20F: 3 clusters Score -190895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -190897.359375 Penalty: 1534.478760
	Iteration 21Q: 3 clusters Score -190897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -190900.265625 Penalty: 1534.478760
	Iteration 22Q: 3 clusters Score -190900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -190901.234375 Penalty: 1534.478760
	Iteration 23Q: 3 clusters Score -190901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -190902.609375 Penalty: 1534.478760
	Iteration 24Q: 3 clusters Score -190902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -190904.656250 Penalty: 1534.478760
	Iteration 25Q: 3 clusters Score -190904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -190905.437500 Penalty: 1534.478760
	Iteration 26Q: 3 clusters Score -190905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -190907.312500 Penalty: 1534.478760
	Iteration 27Q: 3 clusters Score -190907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -190910.484375 Penalty: 1534.478760
	Iteration 28Q: 3 clusters Score -190910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -190914.234375 Penalty: 1534.478760
	Iteration 29Q: 3 clusters Score -190914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -190914.921875 Penalty: 1534.478760
	Iteration 30Q: 3 clusters Score -190914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -190915.781250 Penalty: 1534.478760
	Iteration 31Q: 3 clusters Score -190915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -190916.968750 Penalty: 1534.478760
	Iteration 32Q: 3 clusters Score -190917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -190918.187500 Penalty: 1534.478760
	Iteration 33Q: 3 clusters Score -190918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -190918.187500 Penalty: 1534.478760
	Iteration 34F: 3 clusters Score -190918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77639 members 
Entering Unmasked Estep 
Score: -4194708.500000 Penalty: 1069.683350
	Iteration 0F: 2 clusters Score -4194708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -4142522.250000 Penalty: 2139.366699
	Iteration 0F: 3 clusters Score -4142522 nChanged 37509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4164669.750000 Penalty: 2139.366699
	Iteration 1F: 3 clusters Score -4164670 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4165963.500000 Penalty: 2139.366699
	Iteration 2Q: 3 clusters Score -4165964 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4168379.000000 Penalty: 2139.366699
	Iteration 3F: 3 clusters Score -4168379 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4172143.500000 Penalty: 2139.366699
	Iteration 4F: 3 clusters Score -4172144 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4176874.750000 Penalty: 2139.366699
	Iteration 5F: 3 clusters Score -4176875 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4181532.000000 Penalty: 2139.366699
	Iteration 6F: 3 clusters Score -4181532 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -4185445.500000 Penalty: 2139.366699
	Iteration 7F: 3 clusters Score -4185446 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -4188581.750000 Penalty: 2139.366699
	Iteration 8Q: 3 clusters Score -4188582 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4190729.750000 Penalty: 2139.366699
	Iteration 9Q: 3 clusters Score -4190730 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4192138.000000 Penalty: 2139.366699
	Iteration 10Q: 3 clusters Score -4192138 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4192934.250000 Penalty: 2139.366699
	Iteration 11Q: 3 clusters Score -4192934 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4193400.750000 Penalty: 2139.366699
	Iteration 12Q: 3 clusters Score -4193401 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4193658.500000 Penalty: 2139.366699
	Iteration 13Q: 3 clusters Score -4193658 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4193798.500000 Penalty: 2139.366699
	Iteration 14Q: 3 clusters Score -4193798 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4193894.500000 Penalty: 2139.366699
	Iteration 15Q: 3 clusters Score -4193894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4193967.500000 Penalty: 2139.366699
	Iteration 16Q: 3 clusters Score -4193968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4194048.250000 Penalty: 2139.366699
	Iteration 17Q: 3 clusters Score -4194048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4194124.000000 Penalty: 2139.366699
	Iteration 18Q: 3 clusters Score -4194124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4194157.750000 Penalty: 2139.366699
	Iteration 19Q: 3 clusters Score -4194158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4194183.750000 Penalty: 2139.366699
	Iteration 20F: 3 clusters Score -4194184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4194198.500000 Penalty: 2139.366699
	Iteration 21Q: 3 clusters Score -4194198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4194218.750000 Penalty: 2139.366699
	Iteration 22Q: 3 clusters Score -4194219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4194229.000000 Penalty: 2139.366699
	Iteration 23Q: 3 clusters Score -4194229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4194245.500000 Penalty: 2139.366699
	Iteration 24Q: 3 clusters Score -4194246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4194266.500000 Penalty: 2139.366699
	Iteration 25Q: 3 clusters Score -4194266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4194276.500000 Penalty: 2139.366699
	Iteration 26Q: 3 clusters Score -4194276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4194291.500000 Penalty: 2139.366699
	Iteration 27Q: 3 clusters Score -4194292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4194292.750000 Penalty: 2139.366699
	Iteration 28Q: 3 clusters Score -4194293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4194304.500000 Penalty: 2139.366699
	Iteration 29Q: 3 clusters Score -4194304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4194302.750000 Penalty: 2139.366699
	Iteration 30Q: 3 clusters Score -4194303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4194311.000000 Penalty: 2139.366699
	Iteration 31Q: 3 clusters Score -4194311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4194314.000000 Penalty: 2139.366699
	Iteration 32Q: 3 clusters Score -4194314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76915 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4194314.500000 Penalty: 2139.366699
	Iteration 33Q: 3 clusters Score -4194314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4194322.000000 Penalty: 2139.366699
	Iteration 34Q: 3 clusters Score -4194322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4194320.500000 Penalty: 2139.366699
	Iteration 35Q: 3 clusters Score -4194320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4194321.000000 Penalty: 2139.366699
	Iteration 36Q: 3 clusters Score -4194321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4194320.500000 Penalty: 2139.366699
	Iteration 37Q: 3 clusters Score -4194320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4194322.000000 Penalty: 2139.366699
	Iteration 38Q: 3 clusters Score -4194322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4194320.500000 Penalty: 2139.366699
	Iteration 39Q: 3 clusters Score -4194320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4194321.500000 Penalty: 2139.366699
	Iteration 40F: 3 clusters Score -4194322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4194324.000000 Penalty: 2139.366699
	Iteration 41Q: 3 clusters Score -4194324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4194323.000000 Penalty: 2139.366699
	Iteration 42Q: 3 clusters Score -4194323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4194325.000000 Penalty: 2139.366699
	Iteration 43Q: 3 clusters Score -4194325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4194322.500000 Penalty: 2139.366699
	Iteration 44Q: 3 clusters Score -4194322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4194327.000000 Penalty: 2139.366699
	Iteration 45Q: 3 clusters Score -4194327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4194326.500000 Penalty: 2139.366699
	Iteration 46Q: 3 clusters Score -4194326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4194322.000000 Penalty: 2139.366699
	Iteration 47Q: 3 clusters Score -4194322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4194324.500000 Penalty: 2139.366699
	Iteration 48Q: 3 clusters Score -4194324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4194329.000000 Penalty: 2139.366699
	Iteration 49Q: 3 clusters Score -4194329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4194330.500000 Penalty: 2139.366699
	Iteration 50Q: 3 clusters Score -4194330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4194330.500000 Penalty: 2139.366699
	Iteration 51F: 3 clusters Score -4194330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -314625.125000 Penalty: 837.572937
	Iteration 0F: 2 clusters Score -314625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -309935.968750 Penalty: 1675.145874
	Iteration 0F: 3 clusters Score -309936 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -311796.062500 Penalty: 1675.145874
	Iteration 1F: 3 clusters Score -311796.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -312309.031250 Penalty: 1675.145874
	Iteration 2F: 3 clusters Score -312309 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -312855.218750 Penalty: 1675.145874
	Iteration 3F: 3 clusters Score -312855.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -313287.437500 Penalty: 1675.145874
	Iteration 4F: 3 clusters Score -313287.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -313604.593750 Penalty: 1675.145874
	Iteration 5F: 3 clusters Score -313604.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -313807.062500 Penalty: 1675.145874
	Iteration 6Q: 3 clusters Score -313807.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -313915.406250 Penalty: 1675.145874
	Iteration 7Q: 3 clusters Score -313915.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -313986.750000 Penalty: 1675.145874
	Iteration 8Q: 3 clusters Score -313986.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -314044.343750 Penalty: 1675.145874
	Iteration 9Q: 3 clusters Score -314044.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -314103.906250 Penalty: 1675.145874
	Iteration 10Q: 3 clusters Score -314103.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -314154.281250 Penalty: 1675.145874
	Iteration 11Q: 3 clusters Score -314154.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -314183.843750 Penalty: 1675.145874
	Iteration 12Q: 3 clusters Score -314183.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -314205.437500 Penalty: 1675.145874
	Iteration 13Q: 3 clusters Score -314205.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -314218.062500 Penalty: 1675.145874
	Iteration 14Q: 3 clusters Score -314218.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -314226.937500 Penalty: 1675.145874
	Iteration 15Q: 3 clusters Score -314226.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -314231.562500 Penalty: 1675.145874
	Iteration 16Q: 3 clusters Score -314231.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -314237.593750 Penalty: 1675.145874
	Iteration 17Q: 3 clusters Score -314237.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -314244.906250 Penalty: 1675.145874
	Iteration 18Q: 3 clusters Score -314244.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -314250.312500 Penalty: 1675.145874
	Iteration 19Q: 3 clusters Score -314250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -314253.468750 Penalty: 1675.145874
	Iteration 20F: 3 clusters Score -314253.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -314257.937500 Penalty: 1675.145874
	Iteration 21Q: 3 clusters Score -314257.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -314262.531250 Penalty: 1675.145874
	Iteration 22Q: 3 clusters Score -314262.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -314263.031250 Penalty: 1675.145874
	Iteration 23Q: 3 clusters Score -314263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -314263.812500 Penalty: 1675.145874
	Iteration 24Q: 3 clusters Score -314263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -314264.156250 Penalty: 1675.145874
	Iteration 25Q: 3 clusters Score -314264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -314264.156250 Penalty: 1675.145874
	Iteration 26F: 3 clusters Score -314264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Entering Unmasked Estep 
Score: -1331261.375000 Penalty: 969.172241
	Iteration 0F: 2 clusters Score -1331261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1313192.000000 Penalty: 1938.344482
	Iteration 0F: 3 clusters Score -1313192 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1320888.250000 Penalty: 1938.344482
	Iteration 1F: 3 clusters Score -1320888 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1321727.500000 Penalty: 1938.344482
	Iteration 2F: 3 clusters Score -1321728 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1322715.750000 Penalty: 1938.344482
	Iteration 3F: 3 clusters Score -1322716 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1323844.125000 Penalty: 1938.344482
	Iteration 4F: 3 clusters Score -1323844 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1324975.500000 Penalty: 1938.344482
	Iteration 5F: 3 clusters Score -1324976 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1325992.250000 Penalty: 1938.344482
	Iteration 6F: 3 clusters Score -1325992 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1326767.000000 Penalty: 1938.344482
	Iteration 7Q: 3 clusters Score -1326767 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1327246.750000 Penalty: 1938.344482
	Iteration 8Q: 3 clusters Score -1327247 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1327491.750000 Penalty: 1938.344482
	Iteration 9Q: 3 clusters Score -1327492 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1327635.875000 Penalty: 1938.344482
	Iteration 10Q: 3 clusters Score -1327636 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1327716.750000 Penalty: 1938.344482
	Iteration 11Q: 3 clusters Score -1327717 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1327798.125000 Penalty: 1938.344482
	Iteration 12Q: 3 clusters Score -1327798 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1327855.375000 Penalty: 1938.344482
	Iteration 13Q: 3 clusters Score -1327855 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1327914.000000 Penalty: 1938.344482
	Iteration 14Q: 3 clusters Score -1327914 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1327960.125000 Penalty: 1938.344482
	Iteration 15Q: 3 clusters Score -1327960 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1327993.250000 Penalty: 1938.344482
	Iteration 16Q: 3 clusters Score -1327993 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1328018.875000 Penalty: 1938.344482
	Iteration 17Q: 3 clusters Score -1328019 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1328043.625000 Penalty: 1938.344482
	Iteration 18Q: 3 clusters Score -1328044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1328058.875000 Penalty: 1938.344482
	Iteration 19Q: 3 clusters Score -1328059 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1328077.875000 Penalty: 1938.344482
	Iteration 20F: 3 clusters Score -1328078 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1328085.375000 Penalty: 1938.344482
	Iteration 21Q: 3 clusters Score -1328085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1328094.250000 Penalty: 1938.344482
	Iteration 22Q: 3 clusters Score -1328094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1328106.500000 Penalty: 1938.344482
	Iteration 23Q: 3 clusters Score -1328106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1328117.375000 Penalty: 1938.344482
	Iteration 24Q: 3 clusters Score -1328117 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1328122.750000 Penalty: 1938.344482
	Iteration 25Q: 3 clusters Score -1328123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1328130.750000 Penalty: 1938.344482
	Iteration 26Q: 3 clusters Score -1328131 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1328141.375000 Penalty: 1938.344482
	Iteration 27Q: 3 clusters Score -1328141 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1328155.000000 Penalty: 1938.344482
	Iteration 28Q: 3 clusters Score -1328155 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1328168.250000 Penalty: 1938.344482
	Iteration 29Q: 3 clusters Score -1328168 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1328171.125000 Penalty: 1938.344482
	Iteration 30Q: 3 clusters Score -1328171 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1328189.750000 Penalty: 1938.344482
	Iteration 31Q: 3 clusters Score -1328190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1328197.250000 Penalty: 1938.344482
	Iteration 32Q: 3 clusters Score -1328197 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1328209.625000 Penalty: 1938.344482
	Iteration 33Q: 3 clusters Score -1328210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1328224.375000 Penalty: 1938.344482
	Iteration 34Q: 3 clusters Score -1328224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1328230.625000 Penalty: 1938.344482
	Iteration 35Q: 3 clusters Score -1328231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1328236.500000 Penalty: 1938.344482
	Iteration 36Q: 3 clusters Score -1328236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1328250.625000 Penalty: 1938.344482
	Iteration 37Q: 3 clusters Score -1328251 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1328261.375000 Penalty: 1938.344482
	Iteration 38Q: 3 clusters Score -1328261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1328265.750000 Penalty: 1938.344482
	Iteration 39Q: 3 clusters Score -1328266 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1328283.875000 Penalty: 1938.344482
	Iteration 40F: 3 clusters Score -1328284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1328299.125000 Penalty: 1938.344482
	Iteration 41Q: 3 clusters Score -1328299 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1328309.750000 Penalty: 1938.344482
	Iteration 42Q: 3 clusters Score -1328310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1328319.750000 Penalty: 1938.344482
	Iteration 43Q: 3 clusters Score -1328320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1328328.500000 Penalty: 1938.344482
	Iteration 44Q: 3 clusters Score -1328328 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1328339.500000 Penalty: 1938.344482
	Iteration 45Q: 3 clusters Score -1328340 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1328355.375000 Penalty: 1938.344482
	Iteration 46Q: 3 clusters Score -1328355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1328369.000000 Penalty: 1938.344482
	Iteration 47Q: 3 clusters Score -1328369 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1328379.250000 Penalty: 1938.344482
	Iteration 48Q: 3 clusters Score -1328379 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1328392.000000 Penalty: 1938.344482
	Iteration 49Q: 3 clusters Score -1328392 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1328409.000000 Penalty: 1938.344482
	Iteration 50Q: 3 clusters Score -1328409 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1328432.250000 Penalty: 1938.344482
	Iteration 51Q: 3 clusters Score -1328432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1328448.125000 Penalty: 1938.344482
	Iteration 52Q: 3 clusters Score -1328448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1328470.750000 Penalty: 1938.344482
	Iteration 53Q: 3 clusters Score -1328471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1328492.125000 Penalty: 1938.344482
	Iteration 54Q: 3 clusters Score -1328492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1328517.250000 Penalty: 1938.344482
	Iteration 55Q: 3 clusters Score -1328517 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1328537.750000 Penalty: 1938.344482
	Iteration 56Q: 3 clusters Score -1328538 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1328561.875000 Penalty: 1938.344482
	Iteration 57Q: 3 clusters Score -1328562 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1328595.250000 Penalty: 1938.344482
	Iteration 58Q: 3 clusters Score -1328595 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1328635.875000 Penalty: 1938.344482
	Iteration 59Q: 3 clusters Score -1328636 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1328667.250000 Penalty: 1938.344482
	Iteration 60F: 3 clusters Score -1328667 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1328715.500000 Penalty: 1938.344482
	Iteration 61Q: 3 clusters Score -1328716 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1328758.625000 Penalty: 1938.344482
	Iteration 62Q: 3 clusters Score -1328759 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1328802.875000 Penalty: 1938.344482
	Iteration 63Q: 3 clusters Score -1328803 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1328850.000000 Penalty: 1938.344482
	Iteration 64Q: 3 clusters Score -1328850 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1328903.250000 Penalty: 1938.344482
	Iteration 65Q: 3 clusters Score -1328903 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1328946.750000 Penalty: 1938.344482
	Iteration 66Q: 3 clusters Score -1328947 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1328989.750000 Penalty: 1938.344482
	Iteration 67Q: 3 clusters Score -1328990 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1329037.250000 Penalty: 1938.344482
	Iteration 68Q: 3 clusters Score -1329037 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1329085.375000 Penalty: 1938.344482
	Iteration 69Q: 3 clusters Score -1329085 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1329129.125000 Penalty: 1938.344482
	Iteration 70Q: 3 clusters Score -1329129 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1329192.625000 Penalty: 1938.344482
	Iteration 71Q: 3 clusters Score -1329193 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1329262.875000 Penalty: 1938.344482
	Iteration 72Q: 3 clusters Score -1329263 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1329337.250000 Penalty: 1938.344482
	Iteration 73Q: 3 clusters Score -1329337 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1329406.750000 Penalty: 1938.344482
	Iteration 74Q: 3 clusters Score -1329407 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1329473.750000 Penalty: 1938.344482
	Iteration 75Q: 3 clusters Score -1329474 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1329529.750000 Penalty: 1938.344482
	Iteration 76Q: 3 clusters Score -1329530 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1329573.125000 Penalty: 1938.344482
	Iteration 77Q: 3 clusters Score -1329573 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1329615.000000 Penalty: 1938.344482
	Iteration 78Q: 3 clusters Score -1329615 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1329656.875000 Penalty: 1938.344482
	Iteration 79Q: 3 clusters Score -1329657 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1329687.125000 Penalty: 1938.344482
	Iteration 80F: 3 clusters Score -1329687 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1329717.625000 Penalty: 1938.344482
	Iteration 81Q: 3 clusters Score -1329718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1329748.500000 Penalty: 1938.344482
	Iteration 82Q: 3 clusters Score -1329748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1329785.500000 Penalty: 1938.344482
	Iteration 83Q: 3 clusters Score -1329786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1329816.000000 Penalty: 1938.344482
	Iteration 84Q: 3 clusters Score -1329816 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1329852.875000 Penalty: 1938.344482
	Iteration 85Q: 3 clusters Score -1329853 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1329898.875000 Penalty: 1938.344482
	Iteration 86Q: 3 clusters Score -1329899 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1329937.875000 Penalty: 1938.344482
	Iteration 87Q: 3 clusters Score -1329938 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1329969.125000 Penalty: 1938.344482
	Iteration 88Q: 3 clusters Score -1329969 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1329997.875000 Penalty: 1938.344482
	Iteration 89Q: 3 clusters Score -1329998 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1330021.000000 Penalty: 1938.344482
	Iteration 90Q: 3 clusters Score -1330021 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1330057.000000 Penalty: 1938.344482
	Iteration 91Q: 3 clusters Score -1330057 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1330087.250000 Penalty: 1938.344482
	Iteration 92Q: 3 clusters Score -1330087 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1330113.125000 Penalty: 1938.344482
	Iteration 93Q: 3 clusters Score -1330113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1330154.625000 Penalty: 1938.344482
	Iteration 94Q: 3 clusters Score -1330155 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1330192.875000 Penalty: 1938.344482
	Iteration 95Q: 3 clusters Score -1330193 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1330242.125000 Penalty: 1938.344482
	Iteration 96Q: 3 clusters Score -1330242 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1330277.375000 Penalty: 1938.344482
	Iteration 97Q: 3 clusters Score -1330277 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1330328.250000 Penalty: 1938.344482
	Iteration 98Q: 3 clusters Score -1330328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1330379.000000 Penalty: 1938.344482
	Iteration 99Q: 3 clusters Score -1330379 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1330425.000000 Penalty: 1938.344482
	Iteration 100F: 3 clusters Score -1330425 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1330471.250000 Penalty: 1938.344482
	Iteration 101Q: 3 clusters Score -1330471 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1330523.000000 Penalty: 1938.344482
	Iteration 102Q: 3 clusters Score -1330523 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1330564.125000 Penalty: 1938.344482
	Iteration 103Q: 3 clusters Score -1330564 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1330611.750000 Penalty: 1938.344482
	Iteration 104Q: 3 clusters Score -1330612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1330648.875000 Penalty: 1938.344482
	Iteration 105Q: 3 clusters Score -1330649 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1330686.750000 Penalty: 1938.344482
	Iteration 106Q: 3 clusters Score -1330687 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1330717.000000 Penalty: 1938.344482
	Iteration 107Q: 3 clusters Score -1330717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1330731.375000 Penalty: 1938.344482
	Iteration 108Q: 3 clusters Score -1330731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1330755.625000 Penalty: 1938.344482
	Iteration 109Q: 3 clusters Score -1330756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1330766.625000 Penalty: 1938.344482
	Iteration 110Q: 3 clusters Score -1330767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1330779.125000 Penalty: 1938.344482
	Iteration 111Q: 3 clusters Score -1330779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1330788.250000 Penalty: 1938.344482
	Iteration 112Q: 3 clusters Score -1330788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1330801.500000 Penalty: 1938.344482
	Iteration 113Q: 3 clusters Score -1330802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1330803.375000 Penalty: 1938.344482
	Iteration 114Q: 3 clusters Score -1330803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1330808.625000 Penalty: 1938.344482
	Iteration 115Q: 3 clusters Score -1330809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1330809.375000 Penalty: 1938.344482
	Iteration 116Q: 3 clusters Score -1330809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1330812.250000 Penalty: 1938.344482
	Iteration 117Q: 3 clusters Score -1330812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1330818.875000 Penalty: 1938.344482
	Iteration 118Q: 3 clusters Score -1330819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1330816.750000 Penalty: 1938.344482
	Iteration 119Q: 3 clusters Score -1330817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1330819.125000 Penalty: 1938.344482
	Iteration 120F: 3 clusters Score -1330819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1330819.000000 Penalty: 1938.344482
	Iteration 121Q: 3 clusters Score -1330819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1330821.750000 Penalty: 1938.344482
	Iteration 122Q: 3 clusters Score -1330822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1330828.875000 Penalty: 1938.344482
	Iteration 123Q: 3 clusters Score -1330829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1330830.375000 Penalty: 1938.344482
	Iteration 124Q: 3 clusters Score -1330830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1330836.625000 Penalty: 1938.344482
	Iteration 125Q: 3 clusters Score -1330837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1330835.625000 Penalty: 1938.344482
	Iteration 126Q: 3 clusters Score -1330836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1330836.500000 Penalty: 1938.344482
	Iteration 127Q: 3 clusters Score -1330836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1330835.750000 Penalty: 1938.344482
	Iteration 128Q: 3 clusters Score -1330836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1330837.375000 Penalty: 1938.344482
	Iteration 129Q: 3 clusters Score -1330837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1330838.750000 Penalty: 1938.344482
	Iteration 130Q: 3 clusters Score -1330839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1330839.375000 Penalty: 1938.344482
	Iteration 131Q: 3 clusters Score -1330839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1330840.375000 Penalty: 1938.344482
	Iteration 132Q: 3 clusters Score -1330840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1330840.375000 Penalty: 1938.344482
	Iteration 133Q: 3 clusters Score -1330840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1330841.125000 Penalty: 1938.344482
	Iteration 134Q: 3 clusters Score -1330841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1330844.625000 Penalty: 1938.344482
	Iteration 135Q: 3 clusters Score -1330845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1330846.875000 Penalty: 1938.344482
	Iteration 136Q: 3 clusters Score -1330847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1330847.250000 Penalty: 1938.344482
	Iteration 137Q: 3 clusters Score -1330847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1330846.500000 Penalty: 1938.344482
	Iteration 138Q: 3 clusters Score -1330846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1330847.375000 Penalty: 1938.344482
	Iteration 139Q: 3 clusters Score -1330847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1330848.625000 Penalty: 1938.344482
	Iteration 140F: 3 clusters Score -1330849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1330847.625000 Penalty: 1938.344482
	Iteration 141Q: 3 clusters Score -1330848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1330849.375000 Penalty: 1938.344482
	Iteration 142Q: 3 clusters Score -1330849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1330847.875000 Penalty: 1938.344482
	Iteration 143Q: 3 clusters Score -1330848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1330849.250000 Penalty: 1938.344482
	Iteration 144Q: 3 clusters Score -1330849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1330849.250000 Penalty: 1938.344482
	Iteration 145F: 3 clusters Score -1330849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Entering Unmasked Estep 
Score: -862328.125000 Penalty: 914.044678
	Iteration 0F: 2 clusters Score -862328.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -852207.312500 Penalty: 1828.089355
	Iteration 0F: 3 clusters Score -852207.3 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -856006.187500 Penalty: 1828.089355
	Iteration 1F: 3 clusters Score -856006.2 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -856443.187500 Penalty: 1828.089355
	Iteration 2F: 3 clusters Score -856443.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -857020.500000 Penalty: 1828.089355
	Iteration 3F: 3 clusters Score -857020.5 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -857727.750000 Penalty: 1828.089355
	Iteration 4F: 3 clusters Score -857727.8 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -858479.125000 Penalty: 1828.089355
	Iteration 5F: 3 clusters Score -858479.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -859129.312500 Penalty: 1828.089355
	Iteration 6F: 3 clusters Score -859129.3 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -859635.625000 Penalty: 1828.089355
	Iteration 7F: 3 clusters Score -859635.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -860049.875000 Penalty: 1828.089355
	Iteration 8Q: 3 clusters Score -860049.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -860395.312500 Penalty: 1828.089355
	Iteration 9Q: 3 clusters Score -860395.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -860665.187500 Penalty: 1828.089355
	Iteration 10Q: 3 clusters Score -860665.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -860854.500000 Penalty: 1828.089355
	Iteration 11Q: 3 clusters Score -860854.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -861004.750000 Penalty: 1828.089355
	Iteration 12Q: 3 clusters Score -861004.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -861134.312500 Penalty: 1828.089355
	Iteration 13Q: 3 clusters Score -861134.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -861239.937500 Penalty: 1828.089355
	Iteration 14Q: 3 clusters Score -861239.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -861328.187500 Penalty: 1828.089355
	Iteration 15Q: 3 clusters Score -861328.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -861393.625000 Penalty: 1828.089355
	Iteration 16Q: 3 clusters Score -861393.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -861438.000000 Penalty: 1828.089355
	Iteration 17Q: 3 clusters Score -861438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -861463.000000 Penalty: 1828.089355
	Iteration 18Q: 3 clusters Score -861463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -861479.875000 Penalty: 1828.089355
	Iteration 19Q: 3 clusters Score -861479.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -861493.625000 Penalty: 1828.089355
	Iteration 20F: 3 clusters Score -861493.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -861503.500000 Penalty: 1828.089355
	Iteration 21Q: 3 clusters Score -861503.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -861514.437500 Penalty: 1828.089355
	Iteration 22Q: 3 clusters Score -861514.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -861523.312500 Penalty: 1828.089355
	Iteration 23Q: 3 clusters Score -861523.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -861529.062500 Penalty: 1828.089355
	Iteration 24Q: 3 clusters Score -861529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -861529.562500 Penalty: 1828.089355
	Iteration 25Q: 3 clusters Score -861529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -861534.812500 Penalty: 1828.089355
	Iteration 26Q: 3 clusters Score -861534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -861537.812500 Penalty: 1828.089355
	Iteration 27Q: 3 clusters Score -861537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -861541.812500 Penalty: 1828.089355
	Iteration 28Q: 3 clusters Score -861541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -861542.062500 Penalty: 1828.089355
	Iteration 29Q: 3 clusters Score -861542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -861544.437500 Penalty: 1828.089355
	Iteration 30Q: 3 clusters Score -861544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -861548.187500 Penalty: 1828.089355
	Iteration 31Q: 3 clusters Score -861548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -861549.562500 Penalty: 1828.089355
	Iteration 32Q: 3 clusters Score -861549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -861552.375000 Penalty: 1828.089355
	Iteration 33Q: 3 clusters Score -861552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -861556.687500 Penalty: 1828.089355
	Iteration 34Q: 3 clusters Score -861556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -861556.937500 Penalty: 1828.089355
	Iteration 35Q: 3 clusters Score -861556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -861557.375000 Penalty: 1828.089355
	Iteration 36Q: 3 clusters Score -861557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -861557.437500 Penalty: 1828.089355
	Iteration 37Q: 3 clusters Score -861557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -861558.187500 Penalty: 1828.089355
	Iteration 38Q: 3 clusters Score -861558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -861558.187500 Penalty: 1828.089355
	Iteration 39F: 3 clusters Score -861558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -182602.546875 Penalty: 781.244568
	Iteration 0F: 2 clusters Score -182602.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -179817.484375 Penalty: 1562.489136
	Iteration 0F: 3 clusters Score -179817.5 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -180657.437500 Penalty: 1562.489136
	Iteration 1F: 3 clusters Score -180657.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -180793.265625 Penalty: 1562.489136
	Iteration 2F: 3 clusters Score -180793.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -180903.234375 Penalty: 1562.489136
	Iteration 3F: 3 clusters Score -180903.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -181034.218750 Penalty: 1562.489136
	Iteration 4F: 3 clusters Score -181034.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -181182.156250 Penalty: 1562.489136
	Iteration 5F: 3 clusters Score -181182.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -181358.078125 Penalty: 1562.489136
	Iteration 6F: 3 clusters Score -181358.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -181541.390625 Penalty: 1562.489136
	Iteration 7F: 3 clusters Score -181541.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -181743.968750 Penalty: 1562.489136
	Iteration 8F: 3 clusters Score -181744 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -181908.078125 Penalty: 1562.489136
	Iteration 9F: 3 clusters Score -181908.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -182007.671875 Penalty: 1562.489136
	Iteration 10Q: 3 clusters Score -182007.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -182069.875000 Penalty: 1562.489136
	Iteration 11Q: 3 clusters Score -182069.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -182105.125000 Penalty: 1562.489136
	Iteration 12Q: 3 clusters Score -182105.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -182129.750000 Penalty: 1562.489136
	Iteration 13Q: 3 clusters Score -182129.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -182141.109375 Penalty: 1562.489136
	Iteration 14Q: 3 clusters Score -182141.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -182152.250000 Penalty: 1562.489136
	Iteration 15Q: 3 clusters Score -182152.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -182164.109375 Penalty: 1562.489136
	Iteration 16Q: 3 clusters Score -182164.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -182169.531250 Penalty: 1562.489136
	Iteration 17Q: 3 clusters Score -182169.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -182172.265625 Penalty: 1562.489136
	Iteration 18Q: 3 clusters Score -182172.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -182173.593750 Penalty: 1562.489136
	Iteration 19Q: 3 clusters Score -182173.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -182174.296875 Penalty: 1562.489136
	Iteration 20F: 3 clusters Score -182174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -182174.609375 Penalty: 1562.489136
	Iteration 21Q: 3 clusters Score -182174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -182174.984375 Penalty: 1562.489136
	Iteration 22Q: 3 clusters Score -182175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -182175.093750 Penalty: 1562.489136
	Iteration 23Q: 3 clusters Score -182175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -182175.187500 Penalty: 1562.489136
	Iteration 24Q: 3 clusters Score -182175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -182175.359375 Penalty: 1562.489136
	Iteration 25Q: 3 clusters Score -182175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -182175.578125 Penalty: 1562.489136
	Iteration 26Q: 3 clusters Score -182175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -182175.687500 Penalty: 1562.489136
	Iteration 27Q: 3 clusters Score -182175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -182175.671875 Penalty: 1562.489136
	Iteration 28Q: 3 clusters Score -182175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182175.812500 Penalty: 1562.489136
	Iteration 29Q: 3 clusters Score -182175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182175.812500 Penalty: 1562.489136
	Iteration 30F: 3 clusters Score -182175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -144814.109375 Penalty: 763.413025
	Iteration 0F: 2 clusters Score -144814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -142471.109375 Penalty: 1526.826050
	Iteration 0F: 3 clusters Score -142471.1 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -143217.500000 Penalty: 1526.826050
	Iteration 1F: 3 clusters Score -143217.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -143437.390625 Penalty: 1526.826050
	Iteration 2F: 3 clusters Score -143437.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -143681.187500 Penalty: 1526.826050
	Iteration 3F: 3 clusters Score -143681.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -143914.625000 Penalty: 1526.826050
	Iteration 4F: 3 clusters Score -143914.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -144088.593750 Penalty: 1526.826050
	Iteration 5F: 3 clusters Score -144088.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -144202.140625 Penalty: 1526.826050
	Iteration 6Q: 3 clusters Score -144202.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -144260.296875 Penalty: 1526.826050
	Iteration 7Q: 3 clusters Score -144260.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -144302.953125 Penalty: 1526.826050
	Iteration 8Q: 3 clusters Score -144303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -144335.953125 Penalty: 1526.826050
	Iteration 9Q: 3 clusters Score -144336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -144360.359375 Penalty: 1526.826050
	Iteration 10Q: 3 clusters Score -144360.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -144382.812500 Penalty: 1526.826050
	Iteration 11Q: 3 clusters Score -144382.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -144402.156250 Penalty: 1526.826050
	Iteration 12Q: 3 clusters Score -144402.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -144413.031250 Penalty: 1526.826050
	Iteration 13Q: 3 clusters Score -144413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -144417.828125 Penalty: 1526.826050
	Iteration 14Q: 3 clusters Score -144417.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -144421.828125 Penalty: 1526.826050
	Iteration 15Q: 3 clusters Score -144421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -144425.671875 Penalty: 1526.826050
	Iteration 16Q: 3 clusters Score -144425.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -144430.953125 Penalty: 1526.826050
	Iteration 17Q: 3 clusters Score -144431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -144434.531250 Penalty: 1526.826050
	Iteration 18Q: 3 clusters Score -144434.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -144435.859375 Penalty: 1526.826050
	Iteration 19Q: 3 clusters Score -144435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -144435.859375 Penalty: 1526.826050
	Iteration 20F: 3 clusters Score -144435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Entering Unmasked Estep 
Score: -356250.531250 Penalty: 839.455566
	Iteration 0F: 2 clusters Score -356250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -351515.468750 Penalty: 1678.911133
	Iteration 0F: 3 clusters Score -351515.5 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -353141.781250 Penalty: 1678.911133
	Iteration 1F: 3 clusters Score -353141.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -353421.250000 Penalty: 1678.911133
	Iteration 2F: 3 clusters Score -353421.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -353713.843750 Penalty: 1678.911133
	Iteration 3F: 3 clusters Score -353713.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -353952.500000 Penalty: 1678.911133
	Iteration 4F: 3 clusters Score -353952.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -354165.312500 Penalty: 1678.911133
	Iteration 5F: 3 clusters Score -354165.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -354356.250000 Penalty: 1678.911133
	Iteration 6Q: 3 clusters Score -354356.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -354509.031250 Penalty: 1678.911133
	Iteration 7Q: 3 clusters Score -354509 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -354592.468750 Penalty: 1678.911133
	Iteration 8Q: 3 clusters Score -354592.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -354645.875000 Penalty: 1678.911133
	Iteration 9Q: 3 clusters Score -354645.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -354684.125000 Penalty: 1678.911133
	Iteration 10Q: 3 clusters Score -354684.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -354709.000000 Penalty: 1678.911133
	Iteration 11Q: 3 clusters Score -354709 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -354723.937500 Penalty: 1678.911133
	Iteration 12Q: 3 clusters Score -354723.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -354733.625000 Penalty: 1678.911133
	Iteration 13Q: 3 clusters Score -354733.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -354742.468750 Penalty: 1678.911133
	Iteration 14Q: 3 clusters Score -354742.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -354748.312500 Penalty: 1678.911133
	Iteration 15Q: 3 clusters Score -354748.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -354753.281250 Penalty: 1678.911133
	Iteration 16Q: 3 clusters Score -354753.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -354759.812500 Penalty: 1678.911133
	Iteration 17Q: 3 clusters Score -354759.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -354762.781250 Penalty: 1678.911133
	Iteration 18Q: 3 clusters Score -354762.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -354766.062500 Penalty: 1678.911133
	Iteration 19Q: 3 clusters Score -354766.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -354767.406250 Penalty: 1678.911133
	Iteration 20F: 3 clusters Score -354767.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -354770.531250 Penalty: 1678.911133
	Iteration 21Q: 3 clusters Score -354770.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -354772.000000 Penalty: 1678.911133
	Iteration 22Q: 3 clusters Score -354772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -354773.250000 Penalty: 1678.911133
	Iteration 23Q: 3 clusters Score -354773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -354774.187500 Penalty: 1678.911133
	Iteration 24Q: 3 clusters Score -354774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -354775.156250 Penalty: 1678.911133
	Iteration 25Q: 3 clusters Score -354775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -354777.406250 Penalty: 1678.911133
	Iteration 26Q: 3 clusters Score -354777.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -354780.968750 Penalty: 1678.911133
	Iteration 27Q: 3 clusters Score -354781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -354784.343750 Penalty: 1678.911133
	Iteration 28Q: 3 clusters Score -354784.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -354788.343750 Penalty: 1678.911133
	Iteration 29Q: 3 clusters Score -354788.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -354791.093750 Penalty: 1678.911133
	Iteration 30Q: 3 clusters Score -354791.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -354793.718750 Penalty: 1678.911133
	Iteration 31Q: 3 clusters Score -354793.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -354795.875000 Penalty: 1678.911133
	Iteration 32Q: 3 clusters Score -354795.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -354798.656250 Penalty: 1678.911133
	Iteration 33Q: 3 clusters Score -354798.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -354803.000000 Penalty: 1678.911133
	Iteration 34Q: 3 clusters Score -354803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -354806.531250 Penalty: 1678.911133
	Iteration 35Q: 3 clusters Score -354806.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -354810.625000 Penalty: 1678.911133
	Iteration 36Q: 3 clusters Score -354810.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -354814.875000 Penalty: 1678.911133
	Iteration 37Q: 3 clusters Score -354814.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -354821.906250 Penalty: 1678.911133
	Iteration 38Q: 3 clusters Score -354821.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -354829.031250 Penalty: 1678.911133
	Iteration 39Q: 3 clusters Score -354829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -354837.406250 Penalty: 1678.911133
	Iteration 40F: 3 clusters Score -354837.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -354844.281250 Penalty: 1678.911133
	Iteration 41Q: 3 clusters Score -354844.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -354849.218750 Penalty: 1678.911133
	Iteration 42Q: 3 clusters Score -354849.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -354853.812500 Penalty: 1678.911133
	Iteration 43Q: 3 clusters Score -354853.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -354857.093750 Penalty: 1678.911133
	Iteration 44Q: 3 clusters Score -354857.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -354862.250000 Penalty: 1678.911133
	Iteration 45Q: 3 clusters Score -354862.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -354868.750000 Penalty: 1678.911133
	Iteration 46Q: 3 clusters Score -354868.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -354876.437500 Penalty: 1678.911133
	Iteration 47Q: 3 clusters Score -354876.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -354886.218750 Penalty: 1678.911133
	Iteration 48Q: 3 clusters Score -354886.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -354896.156250 Penalty: 1678.911133
	Iteration 49Q: 3 clusters Score -354896.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -354905.312500 Penalty: 1678.911133
	Iteration 50Q: 3 clusters Score -354905.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -354915.062500 Penalty: 1678.911133
	Iteration 51Q: 3 clusters Score -354915.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -354928.125000 Penalty: 1678.911133
	Iteration 52Q: 3 clusters Score -354928.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -354941.343750 Penalty: 1678.911133
	Iteration 53Q: 3 clusters Score -354941.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -354960.156250 Penalty: 1678.911133
	Iteration 54Q: 3 clusters Score -354960.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -354992.218750 Penalty: 1678.911133
	Iteration 55Q: 3 clusters Score -354992.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -355026.812500 Penalty: 1678.911133
	Iteration 56Q: 3 clusters Score -355026.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -355068.937500 Penalty: 1678.911133
	Iteration 57Q: 3 clusters Score -355068.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -355122.531250 Penalty: 1678.911133
	Iteration 58Q: 3 clusters Score -355122.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -355180.062500 Penalty: 1678.911133
	Iteration 59Q: 3 clusters Score -355180.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -355245.562500 Penalty: 1678.911133
	Iteration 60F: 3 clusters Score -355245.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -355315.781250 Penalty: 1678.911133
	Iteration 61Q: 3 clusters Score -355315.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -355378.281250 Penalty: 1678.911133
	Iteration 62Q: 3 clusters Score -355378.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -355441.125000 Penalty: 1678.911133
	Iteration 63Q: 3 clusters Score -355441.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -355494.593750 Penalty: 1678.911133
	Iteration 64Q: 3 clusters Score -355494.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -355530.187500 Penalty: 1678.911133
	Iteration 65Q: 3 clusters Score -355530.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -355561.375000 Penalty: 1678.911133
	Iteration 66Q: 3 clusters Score -355561.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -355592.062500 Penalty: 1678.911133
	Iteration 67Q: 3 clusters Score -355592.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -355611.312500 Penalty: 1678.911133
	Iteration 68Q: 3 clusters Score -355611.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -355626.562500 Penalty: 1678.911133
	Iteration 69Q: 3 clusters Score -355626.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -355635.750000 Penalty: 1678.911133
	Iteration 70Q: 3 clusters Score -355635.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -355641.062500 Penalty: 1678.911133
	Iteration 71Q: 3 clusters Score -355641.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -355643.156250 Penalty: 1678.911133
	Iteration 72Q: 3 clusters Score -355643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -355645.375000 Penalty: 1678.911133
	Iteration 73Q: 3 clusters Score -355645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -355648.000000 Penalty: 1678.911133
	Iteration 74Q: 3 clusters Score -355648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -355651.031250 Penalty: 1678.911133
	Iteration 75Q: 3 clusters Score -355651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -355653.312500 Penalty: 1678.911133
	Iteration 76Q: 3 clusters Score -355653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -355654.812500 Penalty: 1678.911133
	Iteration 77Q: 3 clusters Score -355654.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -355658.000000 Penalty: 1678.911133
	Iteration 78Q: 3 clusters Score -355658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -355660.187500 Penalty: 1678.911133
	Iteration 79Q: 3 clusters Score -355660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -355662.843750 Penalty: 1678.911133
	Iteration 80F: 3 clusters Score -355662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -355666.375000 Penalty: 1678.911133
	Iteration 81Q: 3 clusters Score -355666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -355667.750000 Penalty: 1678.911133
	Iteration 82Q: 3 clusters Score -355667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -355668.406250 Penalty: 1678.911133
	Iteration 83Q: 3 clusters Score -355668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -355669.031250 Penalty: 1678.911133
	Iteration 84Q: 3 clusters Score -355669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -355668.875000 Penalty: 1678.911133
	Iteration 85Q: 3 clusters Score -355668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -355670.468750 Penalty: 1678.911133
	Iteration 86Q: 3 clusters Score -355670.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -355673.312500 Penalty: 1678.911133
	Iteration 87Q: 3 clusters Score -355673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -355674.281250 Penalty: 1678.911133
	Iteration 88Q: 3 clusters Score -355674.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -355676.562500 Penalty: 1678.911133
	Iteration 89Q: 3 clusters Score -355676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -355677.875000 Penalty: 1678.911133
	Iteration 90Q: 3 clusters Score -355677.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -355679.906250 Penalty: 1678.911133
	Iteration 91Q: 3 clusters Score -355679.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -355683.031250 Penalty: 1678.911133
	Iteration 92Q: 3 clusters Score -355683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -355685.375000 Penalty: 1678.911133
	Iteration 93Q: 3 clusters Score -355685.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -355687.812500 Penalty: 1678.911133
	Iteration 94Q: 3 clusters Score -355687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -355689.281250 Penalty: 1678.911133
	Iteration 95Q: 3 clusters Score -355689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -355689.656250 Penalty: 1678.911133
	Iteration 96Q: 3 clusters Score -355689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -355690.281250 Penalty: 1678.911133
	Iteration 97Q: 3 clusters Score -355690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -355690.000000 Penalty: 1678.911133
	Iteration 98Q: 3 clusters Score -355690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -355690.000000 Penalty: 1678.911133
	Iteration 99F: 3 clusters Score -355690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (137052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137052 members 
Entering Unmasked Estep 
Score: -7462693.500000 Penalty: 1123.671021
	Iteration 0F: 2 clusters Score -7462694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -7370709.500000 Penalty: 2247.342041
	Iteration 0F: 3 clusters Score -7370710 nChanged 66255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -7410585.000000 Penalty: 2247.342041
	Iteration 1F: 3 clusters Score -7410585 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -7412946.000000 Penalty: 2247.342041
	Iteration 2Q: 3 clusters Score -7412946 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -7416238.000000 Penalty: 2247.342041
	Iteration 3F: 3 clusters Score -7416238 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -7421071.500000 Penalty: 2247.342041
	Iteration 4F: 3 clusters Score -7421072 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -7427106.000000 Penalty: 2247.342041
	Iteration 5F: 3 clusters Score -7427106 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -7433739.500000 Penalty: 2247.342041
	Iteration 6F: 3 clusters Score -7433740 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -7439684.000000 Penalty: 2247.342041
	Iteration 7F: 3 clusters Score -7439684 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -7443485.000000 Penalty: 2247.342041
	Iteration 8Q: 3 clusters Score -7443485 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -7445579.500000 Penalty: 2247.342041
	Iteration 9Q: 3 clusters Score -7445580 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -7447071.500000 Penalty: 2247.342041
	Iteration 10Q: 3 clusters Score -7447072 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112266 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -7448392.500000 Penalty: 2247.342041
	Iteration 11Q: 3 clusters Score -7448392 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115037 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -7449849.500000 Penalty: 2247.342041
	Iteration 12Q: 3 clusters Score -7449850 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117771 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -7451353.000000 Penalty: 2247.342041
	Iteration 13Q: 3 clusters Score -7451353 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120322 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -7452811.500000 Penalty: 2247.342041
	Iteration 14Q: 3 clusters Score -7452812 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122751 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -7454318.500000 Penalty: 2247.342041
	Iteration 15Q: 3 clusters Score -7454318 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125005 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -7455953.000000 Penalty: 2247.342041
	Iteration 16Q: 3 clusters Score -7455953 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126913 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -7457317.000000 Penalty: 2247.342041
	Iteration 17Q: 3 clusters Score -7457317 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128466 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -7458412.000000 Penalty: 2247.342041
	Iteration 18Q: 3 clusters Score -7458412 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129723 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -7459257.000000 Penalty: 2247.342041
	Iteration 19Q: 3 clusters Score -7459257 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130723 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -7459855.000000 Penalty: 2247.342041
	Iteration 20F: 3 clusters Score -7459855 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -7460324.000000 Penalty: 2247.342041
	Iteration 21Q: 3 clusters Score -7460324 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132196 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7460610.500000 Penalty: 2247.342041
	Iteration 22Q: 3 clusters Score -7460610 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132721 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -7460835.000000 Penalty: 2247.342041
	Iteration 23Q: 3 clusters Score -7460835 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133149 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7460987.000000 Penalty: 2247.342041
	Iteration 24Q: 3 clusters Score -7460987 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133511 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -7461133.000000 Penalty: 2247.342041
	Iteration 25Q: 3 clusters Score -7461133 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133851 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7461260.500000 Penalty: 2247.342041
	Iteration 26Q: 3 clusters Score -7461260 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7461356.000000 Penalty: 2247.342041
	Iteration 27Q: 3 clusters Score -7461356 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134401 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7461426.500000 Penalty: 2247.342041
	Iteration 28Q: 3 clusters Score -7461426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134600 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7461474.500000 Penalty: 2247.342041
	Iteration 29Q: 3 clusters Score -7461474 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134791 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7461526.500000 Penalty: 2247.342041
	Iteration 30Q: 3 clusters Score -7461526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134947 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7461598.500000 Penalty: 2247.342041
	Iteration 31Q: 3 clusters Score -7461598 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135100 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7461627.500000 Penalty: 2247.342041
	Iteration 32Q: 3 clusters Score -7461628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135222 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7461674.500000 Penalty: 2247.342041
	Iteration 33Q: 3 clusters Score -7461674 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135331 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7461688.000000 Penalty: 2247.342041
	Iteration 34Q: 3 clusters Score -7461688 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135434 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7461724.500000 Penalty: 2247.342041
	Iteration 35Q: 3 clusters Score -7461724 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135526 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7461757.000000 Penalty: 2247.342041
	Iteration 36Q: 3 clusters Score -7461757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7461778.500000 Penalty: 2247.342041
	Iteration 37Q: 3 clusters Score -7461778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7461810.500000 Penalty: 2247.342041
	Iteration 38Q: 3 clusters Score -7461810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135708 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7461822.000000 Penalty: 2247.342041
	Iteration 39Q: 3 clusters Score -7461822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135741 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7461837.000000 Penalty: 2247.342041
	Iteration 40F: 3 clusters Score -7461837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135765 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7461856.000000 Penalty: 2247.342041
	Iteration 41Q: 3 clusters Score -7461856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135786 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7461851.500000 Penalty: 2247.342041
	Iteration 42Q: 3 clusters Score -7461852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135804 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7461857.000000 Penalty: 2247.342041
	Iteration 43Q: 3 clusters Score -7461857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7461853.000000 Penalty: 2247.342041
	Iteration 44Q: 3 clusters Score -7461853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135845 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7461867.500000 Penalty: 2247.342041
	Iteration 45Q: 3 clusters Score -7461868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135867 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7461863.500000 Penalty: 2247.342041
	Iteration 46Q: 3 clusters Score -7461864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135884 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7461864.500000 Penalty: 2247.342041
	Iteration 47Q: 3 clusters Score -7461864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135903 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7461870.500000 Penalty: 2247.342041
	Iteration 48Q: 3 clusters Score -7461870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135913 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7461875.500000 Penalty: 2247.342041
	Iteration 49Q: 3 clusters Score -7461876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135923 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7461881.000000 Penalty: 2247.342041
	Iteration 50Q: 3 clusters Score -7461881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7461879.000000 Penalty: 2247.342041
	Iteration 51Q: 3 clusters Score -7461879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7461885.000000 Penalty: 2247.342041
	Iteration 52Q: 3 clusters Score -7461885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135969 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7461883.500000 Penalty: 2247.342041
	Iteration 53Q: 3 clusters Score -7461884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135982 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7461886.500000 Penalty: 2247.342041
	Iteration 54Q: 3 clusters Score -7461886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135999 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7461883.000000 Penalty: 2247.342041
	Iteration 55Q: 3 clusters Score -7461883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136008 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7461886.000000 Penalty: 2247.342041
	Iteration 56Q: 3 clusters Score -7461886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136016 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7461883.500000 Penalty: 2247.342041
	Iteration 57Q: 3 clusters Score -7461884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7461890.000000 Penalty: 2247.342041
	Iteration 58Q: 3 clusters Score -7461890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136029 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7461901.500000 Penalty: 2247.342041
	Iteration 59Q: 3 clusters Score -7461902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136031 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7461899.500000 Penalty: 2247.342041
	Iteration 60F: 3 clusters Score -7461900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136032 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7461903.500000 Penalty: 2247.342041
	Iteration 61Q: 3 clusters Score -7461904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136035 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7461905.000000 Penalty: 2247.342041
	Iteration 62Q: 3 clusters Score -7461905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136038 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7461898.500000 Penalty: 2247.342041
	Iteration 63Q: 3 clusters Score -7461898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136045 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7461898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136049 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7461894.500000 Penalty: 2247.342041
	Iteration 65Q: 3 clusters Score -7461894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136053 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7461895.500000 Penalty: 2247.342041
	Iteration 66Q: 3 clusters Score -7461896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136060 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7461893.000000 Penalty: 2247.342041
	Iteration 67Q: 3 clusters Score -7461893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7461895.000000 Penalty: 2247.342041
	Iteration 68Q: 3 clusters Score -7461895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7461892.000000 Penalty: 2247.342041
	Iteration 69Q: 3 clusters Score -7461892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136078 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7461895.500000 Penalty: 2247.342041
	Iteration 70Q: 3 clusters Score -7461896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136083 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7461891.500000 Penalty: 2247.342041
	Iteration 71Q: 3 clusters Score -7461892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136089 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7461899.500000 Penalty: 2247.342041
	Iteration 72Q: 3 clusters Score -7461900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136093 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7461898.000000 Penalty: 2247.342041
	Iteration 73Q: 3 clusters Score -7461898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136094 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7461896.000000 Penalty: 2247.342041
	Iteration 74Q: 3 clusters Score -7461896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7461887.500000 Penalty: 2247.342041
	Iteration 75Q: 3 clusters Score -7461888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136102 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7461892.500000 Penalty: 2247.342041
	Iteration 76Q: 3 clusters Score -7461892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136107 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7461903.500000 Penalty: 2247.342041
	Iteration 77Q: 3 clusters Score -7461904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136109 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7461902.000000 Penalty: 2247.342041
	Iteration 78Q: 3 clusters Score -7461902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136114 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7461905.500000 Penalty: 2247.342041
	Iteration 79Q: 3 clusters Score -7461906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136119 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7461901.500000 Penalty: 2247.342041
	Iteration 80F: 3 clusters Score -7461902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136121 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7461906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136123 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7461908.500000 Penalty: 2247.342041
	Iteration 82Q: 3 clusters Score -7461908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136123 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7461908.500000 Penalty: 2247.342041
	Iteration 83F: 3 clusters Score -7461908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -102466.164062 Penalty: 713.438904
	Iteration 0F: 2 clusters Score -102466.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -100843.000000 Penalty: 1426.877808
	Iteration 0F: 3 clusters Score -100843 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -101288.343750 Penalty: 1426.877808
	Iteration 1F: 3 clusters Score -101288.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -101382.281250 Penalty: 1426.877808
	Iteration 2F: 3 clusters Score -101382.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -101443.421875 Penalty: 1426.877808
	Iteration 3Q: 3 clusters Score -101443.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -101492.796875 Penalty: 1426.877808
	Iteration 4Q: 3 clusters Score -101492.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -101541.890625 Penalty: 1426.877808
	Iteration 5Q: 3 clusters Score -101541.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -101591.789062 Penalty: 1426.877808
	Iteration 6Q: 3 clusters Score -101591.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -101644.789062 Penalty: 1426.877808
	Iteration 7Q: 3 clusters Score -101644.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -101685.484375 Penalty: 1426.877808
	Iteration 8Q: 3 clusters Score -101685.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -101716.585938 Penalty: 1426.877808
	Iteration 9Q: 3 clusters Score -101716.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -101743.390625 Penalty: 1426.877808
	Iteration 10Q: 3 clusters Score -101743.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -101767.757812 Penalty: 1426.877808
	Iteration 11Q: 3 clusters Score -101767.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -101784.109375 Penalty: 1426.877808
	Iteration 12Q: 3 clusters Score -101784.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -101796.046875 Penalty: 1426.877808
	Iteration 13Q: 3 clusters Score -101796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -101814.539062 Penalty: 1426.877808
	Iteration 14Q: 3 clusters Score -101814.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -101830.039062 Penalty: 1426.877808
	Iteration 15Q: 3 clusters Score -101830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -101843.539062 Penalty: 1426.877808
	Iteration 16Q: 3 clusters Score -101843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -101846.460938 Penalty: 1426.877808
	Iteration 17Q: 3 clusters Score -101846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -101848.593750 Penalty: 1426.877808
	Iteration 18Q: 3 clusters Score -101848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -101850.695312 Penalty: 1426.877808
	Iteration 19Q: 3 clusters Score -101850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -101853.367188 Penalty: 1426.877808
	Iteration 20F: 3 clusters Score -101853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -101857.617188 Penalty: 1426.877808
	Iteration 21Q: 3 clusters Score -101857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -101863.437500 Penalty: 1426.877808
	Iteration 22Q: 3 clusters Score -101863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -101867.960938 Penalty: 1426.877808
	Iteration 23Q: 3 clusters Score -101868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -101874.367188 Penalty: 1426.877808
	Iteration 24Q: 3 clusters Score -101874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -101879.007812 Penalty: 1426.877808
	Iteration 25Q: 3 clusters Score -101879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -101888.179688 Penalty: 1426.877808
	Iteration 26Q: 3 clusters Score -101888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -101896.945312 Penalty: 1426.877808
	Iteration 27Q: 3 clusters Score -101896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -101900.640625 Penalty: 1426.877808
	Iteration 28Q: 3 clusters Score -101900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -101902.460938 Penalty: 1426.877808
	Iteration 29Q: 3 clusters Score -101902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -101904.851562 Penalty: 1426.877808
	Iteration 30Q: 3 clusters Score -101904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -101905.945312 Penalty: 1426.877808
	Iteration 31Q: 3 clusters Score -101905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -101907.593750 Penalty: 1426.877808
	Iteration 32Q: 3 clusters Score -101907.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -101910.570312 Penalty: 1426.877808
	Iteration 33Q: 3 clusters Score -101910.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -101913.484375 Penalty: 1426.877808
	Iteration 34Q: 3 clusters Score -101913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -101916.093750 Penalty: 1426.877808
	Iteration 35Q: 3 clusters Score -101916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -101920.617188 Penalty: 1426.877808
	Iteration 36Q: 3 clusters Score -101920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -101921.875000 Penalty: 1426.877808
	Iteration 37Q: 3 clusters Score -101921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -101928.093750 Penalty: 1426.877808
	Iteration 38Q: 3 clusters Score -101928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -101939.460938 Penalty: 1426.877808
	Iteration 39Q: 3 clusters Score -101939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -101948.500000 Penalty: 1426.877808
	Iteration 40F: 3 clusters Score -101948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -101958.554688 Penalty: 1426.877808
	Iteration 41Q: 3 clusters Score -101958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -101967.492188 Penalty: 1426.877808
	Iteration 42Q: 3 clusters Score -101967.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -101976.500000 Penalty: 1426.877808
	Iteration 43Q: 3 clusters Score -101976.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -101981.070312 Penalty: 1426.877808
	Iteration 44Q: 3 clusters Score -101981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -101983.710938 Penalty: 1426.877808
	Iteration 45Q: 3 clusters Score -101983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -101984.234375 Penalty: 1426.877808
	Iteration 46Q: 3 clusters Score -101984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -101984.234375 Penalty: 1426.877808
	Iteration 47F: 3 clusters Score -101984.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Entering Unmasked Estep 
Score: -1846571.000000 Penalty: 978.149109
	Iteration 0F: 2 clusters Score -1846571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1826607.250000 Penalty: 1956.298218
	Iteration 0F: 3 clusters Score -1826607 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1834457.000000 Penalty: 1956.298218
	Iteration 1F: 3 clusters Score -1834457 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1834704.250000 Penalty: 1956.298218
	Iteration 2Q: 3 clusters Score -1834704 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1835012.000000 Penalty: 1956.298218
	Iteration 3Q: 3 clusters Score -1835012 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1835461.500000 Penalty: 1956.298218
	Iteration 4Q: 3 clusters Score -1835462 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1836233.375000 Penalty: 1956.298218
	Iteration 5F: 3 clusters Score -1836233 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1837568.375000 Penalty: 1956.298218
	Iteration 6F: 3 clusters Score -1837568 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -1839640.375000 Penalty: 1956.298218
	Iteration 7F: 3 clusters Score -1839640 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -1842232.750000 Penalty: 1956.298218
	Iteration 8F: 3 clusters Score -1842233 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -1844215.750000 Penalty: 1956.298218
	Iteration 9F: 3 clusters Score -1844216 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -1845188.250000 Penalty: 1956.298218
	Iteration 10Q: 3 clusters Score -1845188 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -1845520.750000 Penalty: 1956.298218
	Iteration 11Q: 3 clusters Score -1845521 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -1845605.875000 Penalty: 1956.298218
	Iteration 12Q: 3 clusters Score -1845606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -1845644.750000 Penalty: 1956.298218
	Iteration 13Q: 3 clusters Score -1845645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -1845666.500000 Penalty: 1956.298218
	Iteration 14Q: 3 clusters Score -1845666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -1845682.250000 Penalty: 1956.298218
	Iteration 15Q: 3 clusters Score -1845682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -1845692.625000 Penalty: 1956.298218
	Iteration 16Q: 3 clusters Score -1845693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -1845700.125000 Penalty: 1956.298218
	Iteration 17Q: 3 clusters Score -1845700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -1845707.250000 Penalty: 1956.298218
	Iteration 18Q: 3 clusters Score -1845707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -1845709.375000 Penalty: 1956.298218
	Iteration 19Q: 3 clusters Score -1845709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -1845709.375000 Penalty: 1956.298218
	Iteration 20F: 3 clusters Score -1845709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Entering Unmasked Estep 
Score: -1263665.250000 Penalty: 956.579285
	Iteration 0F: 2 clusters Score -1263665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1247844.500000 Penalty: 1913.158569
	Iteration 0F: 3 clusters Score -1247844 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1254014.000000 Penalty: 1913.158569
	Iteration 1F: 3 clusters Score -1254014 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1254411.750000 Penalty: 1913.158569
	Iteration 2Q: 3 clusters Score -1254412 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1254816.625000 Penalty: 1913.158569
	Iteration 3Q: 3 clusters Score -1254817 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1255249.250000 Penalty: 1913.158569
	Iteration 4Q: 3 clusters Score -1255249 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1255681.625000 Penalty: 1913.158569
	Iteration 5Q: 3 clusters Score -1255682 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1256121.125000 Penalty: 1913.158569
	Iteration 6Q: 3 clusters Score -1256121 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1256652.250000 Penalty: 1913.158569
	Iteration 7Q: 3 clusters Score -1256652 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1257249.500000 Penalty: 1913.158569
	Iteration 8Q: 3 clusters Score -1257250 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1257915.250000 Penalty: 1913.158569
	Iteration 9Q: 3 clusters Score -1257915 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1258593.125000 Penalty: 1913.158569
	Iteration 10Q: 3 clusters Score -1258593 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1259235.500000 Penalty: 1913.158569
	Iteration 11Q: 3 clusters Score -1259236 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1259732.375000 Penalty: 1913.158569
	Iteration 12Q: 3 clusters Score -1259732 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1260099.375000 Penalty: 1913.158569
	Iteration 13Q: 3 clusters Score -1260099 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1260437.125000 Penalty: 1913.158569
	Iteration 14Q: 3 clusters Score -1260437 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1260743.125000 Penalty: 1913.158569
	Iteration 15Q: 3 clusters Score -1260743 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1261048.625000 Penalty: 1913.158569
	Iteration 16Q: 3 clusters Score -1261049 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1261335.750000 Penalty: 1913.158569
	Iteration 17Q: 3 clusters Score -1261336 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1261602.750000 Penalty: 1913.158569
	Iteration 18Q: 3 clusters Score -1261603 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1261886.750000 Penalty: 1913.158569
	Iteration 19Q: 3 clusters Score -1261887 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1262109.125000 Penalty: 1913.158569
	Iteration 20F: 3 clusters Score -1262109 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1262259.000000 Penalty: 1913.158569
	Iteration 21Q: 3 clusters Score -1262259 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1262367.625000 Penalty: 1913.158569
	Iteration 22Q: 3 clusters Score -1262368 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1262465.875000 Penalty: 1913.158569
	Iteration 23Q: 3 clusters Score -1262466 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1262559.000000 Penalty: 1913.158569
	Iteration 24Q: 3 clusters Score -1262559 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1262643.625000 Penalty: 1913.158569
	Iteration 25Q: 3 clusters Score -1262644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1262714.875000 Penalty: 1913.158569
	Iteration 26Q: 3 clusters Score -1262715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1262761.750000 Penalty: 1913.158569
	Iteration 27Q: 3 clusters Score -1262762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1262792.000000 Penalty: 1913.158569
	Iteration 28Q: 3 clusters Score -1262792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1262817.500000 Penalty: 1913.158569
	Iteration 29Q: 3 clusters Score -1262818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1262836.500000 Penalty: 1913.158569
	Iteration 30Q: 3 clusters Score -1262836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1262847.000000 Penalty: 1913.158569
	Iteration 31Q: 3 clusters Score -1262847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1262854.250000 Penalty: 1913.158569
	Iteration 32Q: 3 clusters Score -1262854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1262866.125000 Penalty: 1913.158569
	Iteration 33Q: 3 clusters Score -1262866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1262887.875000 Penalty: 1913.158569
	Iteration 34Q: 3 clusters Score -1262888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1262901.500000 Penalty: 1913.158569
	Iteration 35Q: 3 clusters Score -1262902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1262913.500000 Penalty: 1913.158569
	Iteration 36Q: 3 clusters Score -1262914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1262919.500000 Penalty: 1913.158569
	Iteration 37Q: 3 clusters Score -1262920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1262924.875000 Penalty: 1913.158569
	Iteration 38Q: 3 clusters Score -1262925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1262925.875000 Penalty: 1913.158569
	Iteration 39Q: 3 clusters Score -1262926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1262928.500000 Penalty: 1913.158569
	Iteration 40F: 3 clusters Score -1262928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1262929.000000 Penalty: 1913.158569
	Iteration 41Q: 3 clusters Score -1262929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1262929.000000 Penalty: 1913.158569
	Iteration 42F: 3 clusters Score -1262929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Entering Unmasked Estep 
Score: -699365.187500 Penalty: 899.724060
	Iteration 0F: 2 clusters Score -699365.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -690528.062500 Penalty: 1799.448120
	Iteration 0F: 3 clusters Score -690528.1 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -693910.562500 Penalty: 1799.448120
	Iteration 1F: 3 clusters Score -693910.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -694220.125000 Penalty: 1799.448120
	Iteration 2F: 3 clusters Score -694220.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -694573.000000 Penalty: 1799.448120
	Iteration 3F: 3 clusters Score -694573 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -695007.062500 Penalty: 1799.448120
	Iteration 4F: 3 clusters Score -695007.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -695523.625000 Penalty: 1799.448120
	Iteration 5F: 3 clusters Score -695523.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -696034.062500 Penalty: 1799.448120
	Iteration 6F: 3 clusters Score -696034.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -696543.125000 Penalty: 1799.448120
	Iteration 7F: 3 clusters Score -696543.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -697010.062500 Penalty: 1799.448120
	Iteration 8Q: 3 clusters Score -697010.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -697505.312500 Penalty: 1799.448120
	Iteration 9Q: 3 clusters Score -697505.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -697974.312500 Penalty: 1799.448120
	Iteration 10Q: 3 clusters Score -697974.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -698216.375000 Penalty: 1799.448120
	Iteration 11Q: 3 clusters Score -698216.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -698329.687500 Penalty: 1799.448120
	Iteration 12Q: 3 clusters Score -698329.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -698382.000000 Penalty: 1799.448120
	Iteration 13Q: 3 clusters Score -698382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -698417.187500 Penalty: 1799.448120
	Iteration 14Q: 3 clusters Score -698417.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -698446.437500 Penalty: 1799.448120
	Iteration 15Q: 3 clusters Score -698446.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -698460.687500 Penalty: 1799.448120
	Iteration 16Q: 3 clusters Score -698460.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -698471.187500 Penalty: 1799.448120
	Iteration 17Q: 3 clusters Score -698471.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -698484.000000 Penalty: 1799.448120
	Iteration 18Q: 3 clusters Score -698484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -698496.375000 Penalty: 1799.448120
	Iteration 19Q: 3 clusters Score -698496.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -698508.250000 Penalty: 1799.448120
	Iteration 20F: 3 clusters Score -698508.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -698515.812500 Penalty: 1799.448120
	Iteration 21Q: 3 clusters Score -698515.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -698521.875000 Penalty: 1799.448120
	Iteration 22Q: 3 clusters Score -698521.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -698522.375000 Penalty: 1799.448120
	Iteration 23Q: 3 clusters Score -698522.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -698526.312500 Penalty: 1799.448120
	Iteration 24Q: 3 clusters Score -698526.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -698535.250000 Penalty: 1799.448120
	Iteration 25Q: 3 clusters Score -698535.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -698535.812500 Penalty: 1799.448120
	Iteration 26Q: 3 clusters Score -698535.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -698540.062500 Penalty: 1799.448120
	Iteration 27Q: 3 clusters Score -698540.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -698539.125000 Penalty: 1799.448120
	Iteration 28Q: 3 clusters Score -698539.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -698545.125000 Penalty: 1799.448120
	Iteration 29Q: 3 clusters Score -698545.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -698548.375000 Penalty: 1799.448120
	Iteration 30Q: 3 clusters Score -698548.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -698547.625000 Penalty: 1799.448120
	Iteration 31Q: 3 clusters Score -698547.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -698547.750000 Penalty: 1799.448120
	Iteration 32Q: 3 clusters Score -698547.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -698550.250000 Penalty: 1799.448120
	Iteration 33Q: 3 clusters Score -698550.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -698551.437500 Penalty: 1799.448120
	Iteration 34Q: 3 clusters Score -698551.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -698556.000000 Penalty: 1799.448120
	Iteration 35Q: 3 clusters Score -698556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -698557.937500 Penalty: 1799.448120
	Iteration 36Q: 3 clusters Score -698557.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -698558.687500 Penalty: 1799.448120
	Iteration 37Q: 3 clusters Score -698558.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -698562.312500 Penalty: 1799.448120
	Iteration 38Q: 3 clusters Score -698562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -698562.812500 Penalty: 1799.448120
	Iteration 39Q: 3 clusters Score -698562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -698565.500000 Penalty: 1799.448120
	Iteration 40F: 3 clusters Score -698565.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -698565.312500 Penalty: 1799.448120
	Iteration 41Q: 3 clusters Score -698565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -698564.187500 Penalty: 1799.448120
	Iteration 42Q: 3 clusters Score -698564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -698565.125000 Penalty: 1799.448120
	Iteration 43Q: 3 clusters Score -698565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -698565.125000 Penalty: 1799.448120
	Iteration 44F: 3 clusters Score -698565.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -180236.000000 Penalty: 765.089050
	Iteration 0F: 2 clusters Score -180236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -177827.296875 Penalty: 1530.178101
	Iteration 0F: 3 clusters Score -177827.3 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -178500.859375 Penalty: 1530.178101
	Iteration 1F: 3 clusters Score -178500.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -178599.515625 Penalty: 1530.178101
	Iteration 2F: 3 clusters Score -178599.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -178662.218750 Penalty: 1530.178101
	Iteration 3Q: 3 clusters Score -178662.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -178713.937500 Penalty: 1530.178101
	Iteration 4Q: 3 clusters Score -178713.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -178759.328125 Penalty: 1530.178101
	Iteration 5Q: 3 clusters Score -178759.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -178813.765625 Penalty: 1530.178101
	Iteration 6Q: 3 clusters Score -178813.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -178873.312500 Penalty: 1530.178101
	Iteration 7Q: 3 clusters Score -178873.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -178928.093750 Penalty: 1530.178101
	Iteration 8Q: 3 clusters Score -178928.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -178975.671875 Penalty: 1530.178101
	Iteration 9Q: 3 clusters Score -178975.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -179036.625000 Penalty: 1530.178101
	Iteration 10Q: 3 clusters Score -179036.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -179118.171875 Penalty: 1530.178101
	Iteration 11Q: 3 clusters Score -179118.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -179201.812500 Penalty: 1530.178101
	Iteration 12Q: 3 clusters Score -179201.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -179278.968750 Penalty: 1530.178101
	Iteration 13Q: 3 clusters Score -179279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -179344.578125 Penalty: 1530.178101
	Iteration 14Q: 3 clusters Score -179344.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -179404.046875 Penalty: 1530.178101
	Iteration 15Q: 3 clusters Score -179404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -179452.937500 Penalty: 1530.178101
	Iteration 16Q: 3 clusters Score -179452.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -179494.968750 Penalty: 1530.178101
	Iteration 17Q: 3 clusters Score -179495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -179526.796875 Penalty: 1530.178101
	Iteration 18Q: 3 clusters Score -179526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -179543.515625 Penalty: 1530.178101
	Iteration 19Q: 3 clusters Score -179543.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -179562.484375 Penalty: 1530.178101
	Iteration 20F: 3 clusters Score -179562.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -179574.796875 Penalty: 1530.178101
	Iteration 21Q: 3 clusters Score -179574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -179579.281250 Penalty: 1530.178101
	Iteration 22Q: 3 clusters Score -179579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -179582.187500 Penalty: 1530.178101
	Iteration 23Q: 3 clusters Score -179582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -179584.531250 Penalty: 1530.178101
	Iteration 24Q: 3 clusters Score -179584.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -179587.156250 Penalty: 1530.178101
	Iteration 25Q: 3 clusters Score -179587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -179591.015625 Penalty: 1530.178101
	Iteration 26Q: 3 clusters Score -179591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -179595.750000 Penalty: 1530.178101
	Iteration 27Q: 3 clusters Score -179595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -179601.015625 Penalty: 1530.178101
	Iteration 28Q: 3 clusters Score -179601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -179602.375000 Penalty: 1530.178101
	Iteration 29Q: 3 clusters Score -179602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -179602.375000 Penalty: 1530.178101
	Iteration 30F: 3 clusters Score -179602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -95148.703125 Penalty: 712.076477
	Iteration 0F: 2 clusters Score -95148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -93570.515625 Penalty: 1424.152954
	Iteration 0F: 3 clusters Score -93570.52 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -93995.250000 Penalty: 1424.152954
	Iteration 1F: 3 clusters Score -93995.25 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -94064.625000 Penalty: 1424.152954
	Iteration 2F: 3 clusters Score -94064.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -94101.117188 Penalty: 1424.152954
	Iteration 3Q: 3 clusters Score -94101.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -94126.804688 Penalty: 1424.152954
	Iteration 4Q: 3 clusters Score -94126.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -94146.054688 Penalty: 1424.152954
	Iteration 5Q: 3 clusters Score -94146.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -94157.914062 Penalty: 1424.152954
	Iteration 6Q: 3 clusters Score -94157.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -94170.640625 Penalty: 1424.152954
	Iteration 7Q: 3 clusters Score -94170.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -94181.335938 Penalty: 1424.152954
	Iteration 8Q: 3 clusters Score -94181.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -94192.109375 Penalty: 1424.152954
	Iteration 9Q: 3 clusters Score -94192.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -94201.554688 Penalty: 1424.152954
	Iteration 10Q: 3 clusters Score -94201.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -94208.671875 Penalty: 1424.152954
	Iteration 11Q: 3 clusters Score -94208.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -94214.968750 Penalty: 1424.152954
	Iteration 12Q: 3 clusters Score -94214.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -94224.750000 Penalty: 1424.152954
	Iteration 13Q: 3 clusters Score -94224.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -94234.218750 Penalty: 1424.152954
	Iteration 14Q: 3 clusters Score -94234.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -94241.867188 Penalty: 1424.152954
	Iteration 15Q: 3 clusters Score -94241.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -94250.429688 Penalty: 1424.152954
	Iteration 16Q: 3 clusters Score -94250.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -94255.015625 Penalty: 1424.152954
	Iteration 17Q: 3 clusters Score -94255.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -94258.664062 Penalty: 1424.152954
	Iteration 18Q: 3 clusters Score -94258.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -94262.093750 Penalty: 1424.152954
	Iteration 19Q: 3 clusters Score -94262.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -94266.265625 Penalty: 1424.152954
	Iteration 20F: 3 clusters Score -94266.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -94271.593750 Penalty: 1424.152954
	Iteration 21Q: 3 clusters Score -94271.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -94280.101562 Penalty: 1424.152954
	Iteration 22Q: 3 clusters Score -94280.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -94288.859375 Penalty: 1424.152954
	Iteration 23Q: 3 clusters Score -94288.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -94299.703125 Penalty: 1424.152954
	Iteration 24Q: 3 clusters Score -94299.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -94304.867188 Penalty: 1424.152954
	Iteration 25Q: 3 clusters Score -94304.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -94308.953125 Penalty: 1424.152954
	Iteration 26Q: 3 clusters Score -94308.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -94312.507812 Penalty: 1424.152954
	Iteration 27Q: 3 clusters Score -94312.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -94316.437500 Penalty: 1424.152954
	Iteration 28Q: 3 clusters Score -94316.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -94320.000000 Penalty: 1424.152954
	Iteration 29Q: 3 clusters Score -94320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -94321.875000 Penalty: 1424.152954
	Iteration 30Q: 3 clusters Score -94321.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -94323.796875 Penalty: 1424.152954
	Iteration 31Q: 3 clusters Score -94323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -94326.812500 Penalty: 1424.152954
	Iteration 32Q: 3 clusters Score -94326.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -94328.242188 Penalty: 1424.152954
	Iteration 33Q: 3 clusters Score -94328.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -94329.546875 Penalty: 1424.152954
	Iteration 34Q: 3 clusters Score -94329.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -94330.398438 Penalty: 1424.152954
	Iteration 35Q: 3 clusters Score -94330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -94331.781250 Penalty: 1424.152954
	Iteration 36Q: 3 clusters Score -94331.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -94333.617188 Penalty: 1424.152954
	Iteration 37Q: 3 clusters Score -94333.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -94334.070312 Penalty: 1424.152954
	Iteration 38Q: 3 clusters Score -94334.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -94335.359375 Penalty: 1424.152954
	Iteration 39Q: 3 clusters Score -94335.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -94335.851562 Penalty: 1424.152954
	Iteration 40F: 3 clusters Score -94335.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -94336.960938 Penalty: 1424.152954
	Iteration 41Q: 3 clusters Score -94336.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -94337.664062 Penalty: 1424.152954
	Iteration 42Q: 3 clusters Score -94337.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -94337.906250 Penalty: 1424.152954
	Iteration 43Q: 3 clusters Score -94337.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -94338.367188 Penalty: 1424.152954
	Iteration 44Q: 3 clusters Score -94338.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -94338.710938 Penalty: 1424.152954
	Iteration 45Q: 3 clusters Score -94338.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -94338.710938 Penalty: 1424.152954
	Iteration 46F: 3 clusters Score -94338.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -277186.625000 Penalty: 801.397766
	Iteration 0F: 2 clusters Score -277186.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -273886.562500 Penalty: 1602.795532
	Iteration 0F: 3 clusters Score -273886.6 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -274851.937500 Penalty: 1602.795532
	Iteration 1F: 3 clusters Score -274851.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -274941.343750 Penalty: 1602.795532
	Iteration 2F: 3 clusters Score -274941.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -275008.406250 Penalty: 1602.795532
	Iteration 3Q: 3 clusters Score -275008.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -275065.625000 Penalty: 1602.795532
	Iteration 4Q: 3 clusters Score -275065.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -275114.656250 Penalty: 1602.795532
	Iteration 5Q: 3 clusters Score -275114.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -275156.593750 Penalty: 1602.795532
	Iteration 6Q: 3 clusters Score -275156.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -275206.500000 Penalty: 1602.795532
	Iteration 7Q: 3 clusters Score -275206.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -275259.593750 Penalty: 1602.795532
	Iteration 8Q: 3 clusters Score -275259.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -275339.343750 Penalty: 1602.795532
	Iteration 9Q: 3 clusters Score -275339.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -275435.312500 Penalty: 1602.795532
	Iteration 10Q: 3 clusters Score -275435.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -275540.218750 Penalty: 1602.795532
	Iteration 11Q: 3 clusters Score -275540.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -275639.250000 Penalty: 1602.795532
	Iteration 12Q: 3 clusters Score -275639.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -275727.687500 Penalty: 1602.795532
	Iteration 13Q: 3 clusters Score -275727.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -275792.062500 Penalty: 1602.795532
	Iteration 14Q: 3 clusters Score -275792.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -275840.718750 Penalty: 1602.795532
	Iteration 15Q: 3 clusters Score -275840.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -275880.750000 Penalty: 1602.795532
	Iteration 16Q: 3 clusters Score -275880.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -275905.125000 Penalty: 1602.795532
	Iteration 17Q: 3 clusters Score -275905.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -275921.406250 Penalty: 1602.795532
	Iteration 18Q: 3 clusters Score -275921.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -275930.312500 Penalty: 1602.795532
	Iteration 19Q: 3 clusters Score -275930.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -275940.875000 Penalty: 1602.795532
	Iteration 20F: 3 clusters Score -275940.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -275952.937500 Penalty: 1602.795532
	Iteration 21Q: 3 clusters Score -275952.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -275962.343750 Penalty: 1602.795532
	Iteration 22Q: 3 clusters Score -275962.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -275968.187500 Penalty: 1602.795532
	Iteration 23Q: 3 clusters Score -275968.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -275974.781250 Penalty: 1602.795532
	Iteration 24Q: 3 clusters Score -275974.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -275984.781250 Penalty: 1602.795532
	Iteration 25Q: 3 clusters Score -275984.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -275998.531250 Penalty: 1602.795532
	Iteration 26Q: 3 clusters Score -275998.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -276013.062500 Penalty: 1602.795532
	Iteration 27Q: 3 clusters Score -276013.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -276026.937500 Penalty: 1602.795532
	Iteration 28Q: 3 clusters Score -276026.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -276043.875000 Penalty: 1602.795532
	Iteration 29Q: 3 clusters Score -276043.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -276057.968750 Penalty: 1602.795532
	Iteration 30Q: 3 clusters Score -276058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -276071.718750 Penalty: 1602.795532
	Iteration 31Q: 3 clusters Score -276071.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -276092.562500 Penalty: 1602.795532
	Iteration 32Q: 3 clusters Score -276092.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -276112.500000 Penalty: 1602.795532
	Iteration 33Q: 3 clusters Score -276112.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -276125.531250 Penalty: 1602.795532
	Iteration 34Q: 3 clusters Score -276125.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -276138.281250 Penalty: 1602.795532
	Iteration 35Q: 3 clusters Score -276138.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -276159.750000 Penalty: 1602.795532
	Iteration 36Q: 3 clusters Score -276159.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -276172.312500 Penalty: 1602.795532
	Iteration 37Q: 3 clusters Score -276172.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -276186.343750 Penalty: 1602.795532
	Iteration 38Q: 3 clusters Score -276186.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -276200.406250 Penalty: 1602.795532
	Iteration 39Q: 3 clusters Score -276200.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -276215.281250 Penalty: 1602.795532
	Iteration 40F: 3 clusters Score -276215.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -276229.625000 Penalty: 1602.795532
	Iteration 41Q: 3 clusters Score -276229.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -276240.312500 Penalty: 1602.795532
	Iteration 42Q: 3 clusters Score -276240.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -276258.843750 Penalty: 1602.795532
	Iteration 43Q: 3 clusters Score -276258.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -276275.156250 Penalty: 1602.795532
	Iteration 44Q: 3 clusters Score -276275.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -276286.312500 Penalty: 1602.795532
	Iteration 45Q: 3 clusters Score -276286.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -276300.687500 Penalty: 1602.795532
	Iteration 46Q: 3 clusters Score -276300.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -276319.187500 Penalty: 1602.795532
	Iteration 47Q: 3 clusters Score -276319.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -276333.312500 Penalty: 1602.795532
	Iteration 48Q: 3 clusters Score -276333.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -276344.812500 Penalty: 1602.795532
	Iteration 49Q: 3 clusters Score -276344.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -276357.312500 Penalty: 1602.795532
	Iteration 50Q: 3 clusters Score -276357.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -276369.625000 Penalty: 1602.795532
	Iteration 51Q: 3 clusters Score -276369.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -276374.625000 Penalty: 1602.795532
	Iteration 52Q: 3 clusters Score -276374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -276387.000000 Penalty: 1602.795532
	Iteration 53Q: 3 clusters Score -276387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -276398.750000 Penalty: 1602.795532
	Iteration 54Q: 3 clusters Score -276398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -276407.656250 Penalty: 1602.795532
	Iteration 55Q: 3 clusters Score -276407.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -276418.812500 Penalty: 1602.795532
	Iteration 56Q: 3 clusters Score -276418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -276428.437500 Penalty: 1602.795532
	Iteration 57Q: 3 clusters Score -276428.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -276434.500000 Penalty: 1602.795532
	Iteration 58Q: 3 clusters Score -276434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -276435.375000 Penalty: 1602.795532
	Iteration 59Q: 3 clusters Score -276435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -276436.562500 Penalty: 1602.795532
	Iteration 60F: 3 clusters Score -276436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -276438.250000 Penalty: 1602.795532
	Iteration 61Q: 3 clusters Score -276438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -276442.250000 Penalty: 1602.795532
	Iteration 62Q: 3 clusters Score -276442.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -276446.531250 Penalty: 1602.795532
	Iteration 63Q: 3 clusters Score -276446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -276450.000000 Penalty: 1602.795532
	Iteration 64Q: 3 clusters Score -276450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -276453.750000 Penalty: 1602.795532
	Iteration 65Q: 3 clusters Score -276453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -276455.125000 Penalty: 1602.795532
	Iteration 66Q: 3 clusters Score -276455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -276455.125000 Penalty: 1602.795532
	Iteration 67F: 3 clusters Score -276455.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (287873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287873 members 
Entering Unmasked Estep 
Score: -15773560.000000 Penalty: 1194.176025
	Iteration 0F: 2 clusters Score -1.577356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143420 members 
Mstep: Class 2 contains 144453 members 
Entering Unmasked Estep 
Score: -15582288.000000 Penalty: 2388.352051
	Iteration 0F: 3 clusters Score -1.558229e+07 nChanged 141409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124215 members 
Mstep: Class 2 contains 163658 members 
Entering Unmasked Estep 
Score: -15669499.000000 Penalty: 2388.352051
	Iteration 1F: 3 clusters Score -1.56695e+07 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 175561 members 
Entering Unmasked Estep 
Score: -15675893.000000 Penalty: 2388.352051
	Iteration 2Q: 3 clusters Score -1.567589e+07 nChanged 19468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 193043 members 
Entering Unmasked Estep 
Score: -15687506.000000 Penalty: 2388.352051
	Iteration 3F: 3 clusters Score -1.568751e+07 nChanged 23746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 215209 members 
Entering Unmasked Estep 
Score: -15705014.000000 Penalty: 2388.352051
	Iteration 4F: 3 clusters Score -1.570501e+07 nChanged 24324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 238495 members 
Entering Unmasked Estep 
Score: -15725701.000000 Penalty: 2388.352051
	Iteration 5F: 3 clusters Score -1.57257e+07 nChanged 20271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 258366 members 
Entering Unmasked Estep 
Score: -15743982.000000 Penalty: 2388.352051
	Iteration 6F: 3 clusters Score -1.574398e+07 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 272264 members 
Entering Unmasked Estep 
Score: -15757382.000000 Penalty: 2388.352051
	Iteration 7Q: 3 clusters Score -1.575738e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 280675 members 
Entering Unmasked Estep 
Score: -15765879.000000 Penalty: 2388.352051
	Iteration 8Q: 3 clusters Score -1.576588e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 284801 members 
Entering Unmasked Estep 
Score: -15770055.000000 Penalty: 2388.352051
	Iteration 9Q: 3 clusters Score -1.577006e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 286395 members 
Entering Unmasked Estep 
Score: -15771643.000000 Penalty: 2388.352051
	Iteration 10Q: 3 clusters Score -1.577164e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 286994 members 
Entering Unmasked Estep 
Score: -15772206.000000 Penalty: 2388.352051
	Iteration 11Q: 3 clusters Score -1.577221e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 287209 members 
Entering Unmasked Estep 
Score: -15772424.000000 Penalty: 2388.352051
	Iteration 12Q: 3 clusters Score -1.577242e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 287281 members 
Entering Unmasked Estep 
Score: -15772500.000000 Penalty: 2388.352051
	Iteration 13Q: 3 clusters Score -1.57725e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 287308 members 
Entering Unmasked Estep 
Score: -15772531.000000 Penalty: 2388.352051
	Iteration 14Q: 3 clusters Score -1.577253e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 287319 members 
Entering Unmasked Estep 
Score: -15772543.000000 Penalty: 2388.352051
	Iteration 15Q: 3 clusters Score -1.577254e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 287303 members 
Entering Unmasked Estep 
Score: -15772552.000000 Penalty: 2388.352051
	Iteration 16Q: 3 clusters Score -1.577255e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 287296 members 
Entering Unmasked Estep 
Score: -15772565.000000 Penalty: 2388.352051
	Iteration 17Q: 3 clusters Score -1.577256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 287291 members 
Entering Unmasked Estep 
Score: -15772615.000000 Penalty: 2388.352051
	Iteration 18Q: 3 clusters Score -1.577262e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 287295 members 
Entering Unmasked Estep 
Score: -15772632.000000 Penalty: 2388.352051
	Iteration 19Q: 3 clusters Score -1.577263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 287304 members 
Entering Unmasked Estep 
Score: -15772632.000000 Penalty: 2388.352051
	Iteration 20F: 3 clusters Score -1.577263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 287308 members 
Entering Unmasked Estep 
Score: -15772656.000000 Penalty: 2388.352051
	Iteration 21Q: 3 clusters Score -1.577266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 287309 members 
Entering Unmasked Estep 
Score: -15772678.000000 Penalty: 2388.352051
	Iteration 22Q: 3 clusters Score -1.577268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 287306 members 
Entering Unmasked Estep 
Score: -15772707.000000 Penalty: 2388.352051
	Iteration 23Q: 3 clusters Score -1.577271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 287298 members 
Entering Unmasked Estep 
Score: -15772700.000000 Penalty: 2388.352051
	Iteration 24Q: 3 clusters Score -1.57727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 287293 members 
Entering Unmasked Estep 
Score: -15772700.000000 Penalty: 2388.352051
	Iteration 25Q: 3 clusters Score -1.57727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 287290 members 
Entering Unmasked Estep 
Score: -15772694.000000 Penalty: 2388.352051
	Iteration 26Q: 3 clusters Score -1.577269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 287283 members 
Entering Unmasked Estep 
Score: -15772702.000000 Penalty: 2388.352051
	Iteration 27Q: 3 clusters Score -1.57727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 287277 members 
Entering Unmasked Estep 
Score: -15772711.000000 Penalty: 2388.352051
	Iteration 28Q: 3 clusters Score -1.577271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 287269 members 
Entering Unmasked Estep 
Score: -15772698.000000 Penalty: 2388.352051
	Iteration 29Q: 3 clusters Score -1.57727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 287266 members 
Entering Unmasked Estep 
Score: -15772710.000000 Penalty: 2388.352051
	Iteration 30Q: 3 clusters Score -1.577271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 287266 members 
Entering Unmasked Estep 
Score: -15772706.000000 Penalty: 2388.352051
	Iteration 31Q: 3 clusters Score -1.577271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 287272 members 
Entering Unmasked Estep 
Score: -15772722.000000 Penalty: 2388.352051
	Iteration 32Q: 3 clusters Score -1.577272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 287266 members 
Entering Unmasked Estep 
Score: -15772729.000000 Penalty: 2388.352051
	Iteration 33Q: 3 clusters Score -1.577273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 287259 members 
Entering Unmasked Estep 
Score: -15772740.000000 Penalty: 2388.352051
	Iteration 34Q: 3 clusters Score -1.577274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 287254 members 
Entering Unmasked Estep 
Score: -15772747.000000 Penalty: 2388.352051
	Iteration 35Q: 3 clusters Score -1.577275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 287252 members 
Entering Unmasked Estep 
Score: -15772767.000000 Penalty: 2388.352051
	Iteration 36Q: 3 clusters Score -1.577277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 287246 members 
Entering Unmasked Estep 
Score: -15772766.000000 Penalty: 2388.352051
	Iteration 37Q: 3 clusters Score -1.577277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 287245 members 
Entering Unmasked Estep 
Score: -15772770.000000 Penalty: 2388.352051
	Iteration 38Q: 3 clusters Score -1.577277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 287245 members 
Entering Unmasked Estep 
Score: -15772795.000000 Penalty: 2388.352051
	Iteration 39Q: 3 clusters Score -1.57728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 287252 members 
Entering Unmasked Estep 
Score: -15772801.000000 Penalty: 2388.352051
	Iteration 40F: 3 clusters Score -1.57728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 287248 members 
Entering Unmasked Estep 
Score: -15772817.000000 Penalty: 2388.352051
	Iteration 41Q: 3 clusters Score -1.577282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 287252 members 
Entering Unmasked Estep 
Score: -15772831.000000 Penalty: 2388.352051
	Iteration 42Q: 3 clusters Score -1.577283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 287258 members 
Entering Unmasked Estep 
Score: -15772841.000000 Penalty: 2388.352051
	Iteration 43Q: 3 clusters Score -1.577284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 287257 members 
Entering Unmasked Estep 
Score: -15772852.000000 Penalty: 2388.352051
	Iteration 44Q: 3 clusters Score -1.577285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 287257 members 
Entering Unmasked Estep 
Score: -15772858.000000 Penalty: 2388.352051
	Iteration 45Q: 3 clusters Score -1.577286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 287254 members 
Entering Unmasked Estep 
Score: -15772856.000000 Penalty: 2388.352051
	Iteration 46Q: 3 clusters Score -1.577286e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 287246 members 
Entering Unmasked Estep 
Score: -15772862.000000 Penalty: 2388.352051
	Iteration 47Q: 3 clusters Score -1.577286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 287241 members 
Entering Unmasked Estep 
Score: -15772890.000000 Penalty: 2388.352051
	Iteration 48Q: 3 clusters Score -1.577289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 287232 members 
Entering Unmasked Estep 
Score: -15772892.000000 Penalty: 2388.352051
	Iteration 49Q: 3 clusters Score -1.577289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 287224 members 
Entering Unmasked Estep 
Score: -15772920.000000 Penalty: 2388.352051
	Iteration 50Q: 3 clusters Score -1.577292e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 287215 members 
Entering Unmasked Estep 
Score: -15772936.000000 Penalty: 2388.352051
	Iteration 51Q: 3 clusters Score -1.577294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 287200 members 
Entering Unmasked Estep 
Score: -15772950.000000 Penalty: 2388.352051
	Iteration 52Q: 3 clusters Score -1.577295e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 287180 members 
Entering Unmasked Estep 
Score: -15772990.000000 Penalty: 2388.352051
	Iteration 53Q: 3 clusters Score -1.577299e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 287169 members 
Entering Unmasked Estep 
Score: -15773015.000000 Penalty: 2388.352051
	Iteration 54Q: 3 clusters Score -1.577302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 287162 members 
Entering Unmasked Estep 
Score: -15773018.000000 Penalty: 2388.352051
	Iteration 55Q: 3 clusters Score -1.577302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 287152 members 
Entering Unmasked Estep 
Score: -15773035.000000 Penalty: 2388.352051
	Iteration 56Q: 3 clusters Score -1.577304e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 287134 members 
Entering Unmasked Estep 
Score: -15773031.000000 Penalty: 2388.352051
	Iteration 57Q: 3 clusters Score -1.577303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 287116 members 
Entering Unmasked Estep 
Score: -15773023.000000 Penalty: 2388.352051
	Iteration 58Q: 3 clusters Score -1.577302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 287105 members 
Entering Unmasked Estep 
Score: -15773012.000000 Penalty: 2388.352051
	Iteration 59Q: 3 clusters Score -1.577301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 287092 members 
Entering Unmasked Estep 
Score: -15773019.000000 Penalty: 2388.352051
	Iteration 60F: 3 clusters Score -1.577302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 287077 members 
Entering Unmasked Estep 
Score: -15773019.000000 Penalty: 2388.352051
	Iteration 61Q: 3 clusters Score -1.577302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 287067 members 
Entering Unmasked Estep 
Score: -15773039.000000 Penalty: 2388.352051
	Iteration 62Q: 3 clusters Score -1.577304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 287059 members 
Entering Unmasked Estep 
Score: -15773039.000000 Penalty: 2388.352051
	Iteration 63Q: 3 clusters Score -1.577304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 287050 members 
Entering Unmasked Estep 
Score: -15773033.000000 Penalty: 2388.352051
	Iteration 64Q: 3 clusters Score -1.577303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 287041 members 
Entering Unmasked Estep 
Score: -15773052.000000 Penalty: 2388.352051
	Iteration 65Q: 3 clusters Score -1.577305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 287037 members 
Entering Unmasked Estep 
Score: -15773056.000000 Penalty: 2388.352051
	Iteration 66Q: 3 clusters Score -1.577306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 287025 members 
Entering Unmasked Estep 
Score: -15773052.000000 Penalty: 2388.352051
	Iteration 67Q: 3 clusters Score -1.577305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 287012 members 
Entering Unmasked Estep 
Score: -15773066.000000 Penalty: 2388.352051
	Iteration 68Q: 3 clusters Score -1.577307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 287002 members 
Entering Unmasked Estep 
Score: -15773066.000000 Penalty: 2388.352051
	Iteration 69Q: 3 clusters Score -1.577307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 286995 members 
Entering Unmasked Estep 
Score: -15773066.000000 Penalty: 2388.352051
	Iteration 70Q: 3 clusters Score -1.577307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 286991 members 
Entering Unmasked Estep 
Score: -15773083.000000 Penalty: 2388.352051
	Iteration 71Q: 3 clusters Score -1.577308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 286986 members 
Entering Unmasked Estep 
Score: -15773072.000000 Penalty: 2388.352051
	Iteration 72Q: 3 clusters Score -1.577307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 286982 members 
Entering Unmasked Estep 
Score: -15773068.000000 Penalty: 2388.352051
	Iteration 73Q: 3 clusters Score -1.577307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 286979 members 
Entering Unmasked Estep 
Score: -15773078.000000 Penalty: 2388.352051
	Iteration 74Q: 3 clusters Score -1.577308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 286977 members 
Entering Unmasked Estep 
Score: -15773077.000000 Penalty: 2388.352051
	Iteration 75Q: 3 clusters Score -1.577308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 286973 members 
Entering Unmasked Estep 
Score: -15773079.000000 Penalty: 2388.352051
	Iteration 76Q: 3 clusters Score -1.577308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 286970 members 
Entering Unmasked Estep 
Score: -15773086.000000 Penalty: 2388.352051
	Iteration 77Q: 3 clusters Score -1.577309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 286967 members 
Entering Unmasked Estep 
Score: -15773081.000000 Penalty: 2388.352051
	Iteration 78Q: 3 clusters Score -1.577308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 286962 members 
Entering Unmasked Estep 
Score: -15773074.000000 Penalty: 2388.352051
	Iteration 79Q: 3 clusters Score -1.577307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 286958 members 
Entering Unmasked Estep 
Score: -15773076.000000 Penalty: 2388.352051
	Iteration 80F: 3 clusters Score -1.577308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 286957 members 
Entering Unmasked Estep 
Score: -15773090.000000 Penalty: 2388.352051
	Iteration 81Q: 3 clusters Score -1.577309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 286954 members 
Entering Unmasked Estep 
Score: -15773083.000000 Penalty: 2388.352051
	Iteration 82Q: 3 clusters Score -1.577308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 286952 members 
Entering Unmasked Estep 
Score: -15773086.000000 Penalty: 2388.352051
	Iteration 83Q: 3 clusters Score -1.577309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 286949 members 
Entering Unmasked Estep 
Score: -15773091.000000 Penalty: 2388.352051
	Iteration 84Q: 3 clusters Score -1.577309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 286946 members 
Entering Unmasked Estep 
Score: -15773087.000000 Penalty: 2388.352051
	Iteration 85Q: 3 clusters Score -1.577309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 286944 members 
Entering Unmasked Estep 
Score: -15773091.000000 Penalty: 2388.352051
	Iteration 86Q: 3 clusters Score -1.577309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 286943 members 
Entering Unmasked Estep 
Score: -15773093.000000 Penalty: 2388.352051
	Iteration 87Q: 3 clusters Score -1.577309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 286944 members 
Entering Unmasked Estep 
Score: -15773096.000000 Penalty: 2388.352051
	Iteration 88Q: 3 clusters Score -1.57731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 286944 members 
Entering Unmasked Estep 
Score: -15773090.000000 Penalty: 2388.352051
	Iteration 89Q: 3 clusters Score -1.577309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 286943 members 
Entering Unmasked Estep 
Score: -15773095.000000 Penalty: 2388.352051
	Iteration 90Q: 3 clusters Score -1.57731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 286942 members 
Entering Unmasked Estep 
Score: -15773097.000000 Penalty: 2388.352051
	Iteration 91Q: 3 clusters Score -1.57731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 286941 members 
Entering Unmasked Estep 
Score: -15773084.000000 Penalty: 2388.352051
	Iteration 92Q: 3 clusters Score -1.577308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 286941 members 
Entering Unmasked Estep 
Score: -15773084.000000 Penalty: 2388.352051
	Iteration 93F: 3 clusters Score -1.577308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Entering Unmasked Estep 
Score: -418817.156250 Penalty: 852.408142
	Iteration 0F: 2 clusters Score -418817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -413465.843750 Penalty: 1704.816284
	Iteration 0F: 3 clusters Score -413465.8 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -415403.468750 Penalty: 1704.816284
	Iteration 1F: 3 clusters Score -415403.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -415688.781250 Penalty: 1704.816284
	Iteration 2F: 3 clusters Score -415688.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -416009.093750 Penalty: 1704.816284
	Iteration 3F: 3 clusters Score -416009.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -416369.812500 Penalty: 1704.816284
	Iteration 4F: 3 clusters Score -416369.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -416759.781250 Penalty: 1704.816284
	Iteration 5F: 3 clusters Score -416759.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -417116.406250 Penalty: 1704.816284
	Iteration 6F: 3 clusters Score -417116.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -417410.218750 Penalty: 1704.816284
	Iteration 7F: 3 clusters Score -417410.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -417632.593750 Penalty: 1704.816284
	Iteration 8Q: 3 clusters Score -417632.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -417774.031250 Penalty: 1704.816284
	Iteration 9Q: 3 clusters Score -417774 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -417877.625000 Penalty: 1704.816284
	Iteration 10Q: 3 clusters Score -417877.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -417941.156250 Penalty: 1704.816284
	Iteration 11Q: 3 clusters Score -417941.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -417986.125000 Penalty: 1704.816284
	Iteration 12Q: 3 clusters Score -417986.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -418025.093750 Penalty: 1704.816284
	Iteration 13Q: 3 clusters Score -418025.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -418057.375000 Penalty: 1704.816284
	Iteration 14Q: 3 clusters Score -418057.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -418080.812500 Penalty: 1704.816284
	Iteration 15Q: 3 clusters Score -418080.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -418101.468750 Penalty: 1704.816284
	Iteration 16Q: 3 clusters Score -418101.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -418115.437500 Penalty: 1704.816284
	Iteration 17Q: 3 clusters Score -418115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -418122.218750 Penalty: 1704.816284
	Iteration 18Q: 3 clusters Score -418122.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -418128.406250 Penalty: 1704.816284
	Iteration 19Q: 3 clusters Score -418128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -418132.781250 Penalty: 1704.816284
	Iteration 20F: 3 clusters Score -418132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -418132.218750 Penalty: 1704.816284
	Iteration 21Q: 3 clusters Score -418132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -418132.843750 Penalty: 1704.816284
	Iteration 22Q: 3 clusters Score -418132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -418132.750000 Penalty: 1704.816284
	Iteration 23Q: 3 clusters Score -418132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -418134.437500 Penalty: 1704.816284
	Iteration 24Q: 3 clusters Score -418134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -418136.312500 Penalty: 1704.816284
	Iteration 25Q: 3 clusters Score -418136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -418140.500000 Penalty: 1704.816284
	Iteration 26Q: 3 clusters Score -418140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -418141.843750 Penalty: 1704.816284
	Iteration 27Q: 3 clusters Score -418141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -418141.843750 Penalty: 1704.816284
	Iteration 28F: 3 clusters Score -418141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Entering Unmasked Estep 
Score: -942099.875000 Penalty: 926.182251
	Iteration 0F: 2 clusters Score -942099.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -930582.562500 Penalty: 1852.364502
	Iteration 0F: 3 clusters Score -930582.6 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -935097.812500 Penalty: 1852.364502
	Iteration 1F: 3 clusters Score -935097.8 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -935382.062500 Penalty: 1852.364502
	Iteration 2Q: 3 clusters Score -935382.1 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -935700.312500 Penalty: 1852.364502
	Iteration 3Q: 3 clusters Score -935700.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -936095.687500 Penalty: 1852.364502
	Iteration 4F: 3 clusters Score -936095.7 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -936599.375000 Penalty: 1852.364502
	Iteration 5F: 3 clusters Score -936599.4 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -937276.625000 Penalty: 1852.364502
	Iteration 6F: 3 clusters Score -937276.6 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -938052.562500 Penalty: 1852.364502
	Iteration 7F: 3 clusters Score -938052.6 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -938766.312500 Penalty: 1852.364502
	Iteration 8F: 3 clusters Score -938766.3 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -939371.437500 Penalty: 1852.364502
	Iteration 9F: 3 clusters Score -939371.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -939894.812500 Penalty: 1852.364502
	Iteration 10Q: 3 clusters Score -939894.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -940340.500000 Penalty: 1852.364502
	Iteration 11Q: 3 clusters Score -940340.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -940748.875000 Penalty: 1852.364502
	Iteration 12Q: 3 clusters Score -940748.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -941089.062500 Penalty: 1852.364502
	Iteration 13Q: 3 clusters Score -941089.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -941325.875000 Penalty: 1852.364502
	Iteration 14Q: 3 clusters Score -941325.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -941466.687500 Penalty: 1852.364502
	Iteration 15Q: 3 clusters Score -941466.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -941540.500000 Penalty: 1852.364502
	Iteration 16Q: 3 clusters Score -941540.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -941575.750000 Penalty: 1852.364502
	Iteration 17Q: 3 clusters Score -941575.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -941604.625000 Penalty: 1852.364502
	Iteration 18Q: 3 clusters Score -941604.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -941619.687500 Penalty: 1852.364502
	Iteration 19Q: 3 clusters Score -941619.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -941626.750000 Penalty: 1852.364502
	Iteration 20F: 3 clusters Score -941626.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -941638.125000 Penalty: 1852.364502
	Iteration 21Q: 3 clusters Score -941638.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -941643.562500 Penalty: 1852.364502
	Iteration 22Q: 3 clusters Score -941643.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -941652.875000 Penalty: 1852.364502
	Iteration 23Q: 3 clusters Score -941652.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -941663.187500 Penalty: 1852.364502
	Iteration 24Q: 3 clusters Score -941663.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -941666.937500 Penalty: 1852.364502
	Iteration 25Q: 3 clusters Score -941666.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -941671.312500 Penalty: 1852.364502
	Iteration 26Q: 3 clusters Score -941671.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -941679.937500 Penalty: 1852.364502
	Iteration 27Q: 3 clusters Score -941679.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -941681.750000 Penalty: 1852.364502
	Iteration 28Q: 3 clusters Score -941681.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -941684.687500 Penalty: 1852.364502
	Iteration 29Q: 3 clusters Score -941684.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -941689.875000 Penalty: 1852.364502
	Iteration 30Q: 3 clusters Score -941689.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -941692.375000 Penalty: 1852.364502
	Iteration 31Q: 3 clusters Score -941692.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -941695.500000 Penalty: 1852.364502
	Iteration 32Q: 3 clusters Score -941695.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -941696.687500 Penalty: 1852.364502
	Iteration 33Q: 3 clusters Score -941696.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -941697.125000 Penalty: 1852.364502
	Iteration 34Q: 3 clusters Score -941697.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -941697.750000 Penalty: 1852.364502
	Iteration 35Q: 3 clusters Score -941697.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -941696.375000 Penalty: 1852.364502
	Iteration 36Q: 3 clusters Score -941696.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -941697.937500 Penalty: 1852.364502
	Iteration 37Q: 3 clusters Score -941697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -941698.750000 Penalty: 1852.364502
	Iteration 38Q: 3 clusters Score -941698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -941699.812500 Penalty: 1852.364502
	Iteration 39Q: 3 clusters Score -941699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -941702.125000 Penalty: 1852.364502
	Iteration 40F: 3 clusters Score -941702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -941705.250000 Penalty: 1852.364502
	Iteration 41Q: 3 clusters Score -941705.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -941710.187500 Penalty: 1852.364502
	Iteration 42Q: 3 clusters Score -941710.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -941710.625000 Penalty: 1852.364502
	Iteration 43Q: 3 clusters Score -941710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -941711.125000 Penalty: 1852.364502
	Iteration 44Q: 3 clusters Score -941711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -941713.062500 Penalty: 1852.364502
	Iteration 45Q: 3 clusters Score -941713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -941713.937500 Penalty: 1852.364502
	Iteration 46Q: 3 clusters Score -941713.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -941716.750000 Penalty: 1852.364502
	Iteration 47Q: 3 clusters Score -941716.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -941719.812500 Penalty: 1852.364502
	Iteration 48Q: 3 clusters Score -941719.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -941722.312500 Penalty: 1852.364502
	Iteration 49Q: 3 clusters Score -941722.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -941723.437500 Penalty: 1852.364502
	Iteration 50Q: 3 clusters Score -941723.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -941726.562500 Penalty: 1852.364502
	Iteration 51Q: 3 clusters Score -941726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -941728.312500 Penalty: 1852.364502
	Iteration 52Q: 3 clusters Score -941728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -941730.062500 Penalty: 1852.364502
	Iteration 53Q: 3 clusters Score -941730.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -941732.375000 Penalty: 1852.364502
	Iteration 54Q: 3 clusters Score -941732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -941731.625000 Penalty: 1852.364502
	Iteration 55Q: 3 clusters Score -941731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -941733.812500 Penalty: 1852.364502
	Iteration 56Q: 3 clusters Score -941733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -941733.875000 Penalty: 1852.364502
	Iteration 57Q: 3 clusters Score -941733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -941734.687500 Penalty: 1852.364502
	Iteration 58Q: 3 clusters Score -941734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -941733.687500 Penalty: 1852.364502
	Iteration 59Q: 3 clusters Score -941733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -941735.437500 Penalty: 1852.364502
	Iteration 60F: 3 clusters Score -941735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -941736.187500 Penalty: 1852.364502
	Iteration 61Q: 3 clusters Score -941736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -941736.375000 Penalty: 1852.364502
	Iteration 62Q: 3 clusters Score -941736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -941736.000000 Penalty: 1852.364502
	Iteration 63Q: 3 clusters Score -941736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -941736.000000 Penalty: 1852.364502
	Iteration 64F: 3 clusters Score -941736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Entering Unmasked Estep 
Score: -1849327.375000 Penalty: 985.166504
	Iteration 0F: 2 clusters Score -1849327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1828107.250000 Penalty: 1970.333008
	Iteration 0F: 3 clusters Score -1828107 nChanged 14938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1836704.875000 Penalty: 1970.333008
	Iteration 1F: 3 clusters Score -1836705 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1837256.500000 Penalty: 1970.333008
	Iteration 2F: 3 clusters Score -1837256 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1837884.250000 Penalty: 1970.333008
	Iteration 3F: 3 clusters Score -1837884 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1838602.375000 Penalty: 1970.333008
	Iteration 4F: 3 clusters Score -1838602 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -1839357.750000 Penalty: 1970.333008
	Iteration 5F: 3 clusters Score -1839358 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -1840320.875000 Penalty: 1970.333008
	Iteration 6F: 3 clusters Score -1840321 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -1841616.250000 Penalty: 1970.333008
	Iteration 7F: 3 clusters Score -1841616 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -1843181.375000 Penalty: 1970.333008
	Iteration 8F: 3 clusters Score -1843181 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -1844928.875000 Penalty: 1970.333008
	Iteration 9F: 3 clusters Score -1844929 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -1846466.000000 Penalty: 1970.333008
	Iteration 10Q: 3 clusters Score -1846466 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -1847534.625000 Penalty: 1970.333008
	Iteration 11Q: 3 clusters Score -1847535 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -1848041.125000 Penalty: 1970.333008
	Iteration 12Q: 3 clusters Score -1848041 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -1848256.500000 Penalty: 1970.333008
	Iteration 13Q: 3 clusters Score -1848256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -1848353.750000 Penalty: 1970.333008
	Iteration 14Q: 3 clusters Score -1848354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -1848404.875000 Penalty: 1970.333008
	Iteration 15Q: 3 clusters Score -1848405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -1848421.000000 Penalty: 1970.333008
	Iteration 16Q: 3 clusters Score -1848421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -1848431.250000 Penalty: 1970.333008
	Iteration 17Q: 3 clusters Score -1848431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -1848445.750000 Penalty: 1970.333008
	Iteration 18Q: 3 clusters Score -1848446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -1848460.250000 Penalty: 1970.333008
	Iteration 19Q: 3 clusters Score -1848460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -1848469.500000 Penalty: 1970.333008
	Iteration 20F: 3 clusters Score -1848470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -1848479.875000 Penalty: 1970.333008
	Iteration 21Q: 3 clusters Score -1848480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -1848497.000000 Penalty: 1970.333008
	Iteration 22Q: 3 clusters Score -1848497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -1848498.500000 Penalty: 1970.333008
	Iteration 23Q: 3 clusters Score -1848498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -1848500.250000 Penalty: 1970.333008
	Iteration 24Q: 3 clusters Score -1848500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -1848500.125000 Penalty: 1970.333008
	Iteration 25Q: 3 clusters Score -1848500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -1848501.000000 Penalty: 1970.333008
	Iteration 26Q: 3 clusters Score -1848501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -1848501.000000 Penalty: 1970.333008
	Iteration 27F: 3 clusters Score -1848501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -118344.500000 Penalty: 750.666016
	Iteration 0F: 2 clusters Score -118344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -116212.281250 Penalty: 1501.332031
	Iteration 0F: 3 clusters Score -116212.3 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -116900.195312 Penalty: 1501.332031
	Iteration 1F: 3 clusters Score -116900.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -117045.101562 Penalty: 1501.332031
	Iteration 2F: 3 clusters Score -117045.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -117168.617188 Penalty: 1501.332031
	Iteration 3F: 3 clusters Score -117168.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -117354.679688 Penalty: 1501.332031
	Iteration 4F: 3 clusters Score -117354.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -117489.132812 Penalty: 1501.332031
	Iteration 5F: 3 clusters Score -117489.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -117580.687500 Penalty: 1501.332031
	Iteration 6F: 3 clusters Score -117580.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -117647.953125 Penalty: 1501.332031
	Iteration 7Q: 3 clusters Score -117648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -117716.093750 Penalty: 1501.332031
	Iteration 8Q: 3 clusters Score -117716.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -117799.523438 Penalty: 1501.332031
	Iteration 9Q: 3 clusters Score -117799.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -117861.921875 Penalty: 1501.332031
	Iteration 10Q: 3 clusters Score -117861.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -117894.859375 Penalty: 1501.332031
	Iteration 11Q: 3 clusters Score -117894.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -117921.273438 Penalty: 1501.332031
	Iteration 12Q: 3 clusters Score -117921.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -117936.476562 Penalty: 1501.332031
	Iteration 13Q: 3 clusters Score -117936.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -117946.937500 Penalty: 1501.332031
	Iteration 14Q: 3 clusters Score -117946.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -117954.500000 Penalty: 1501.332031
	Iteration 15Q: 3 clusters Score -117954.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -117961.765625 Penalty: 1501.332031
	Iteration 16Q: 3 clusters Score -117961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -117964.898438 Penalty: 1501.332031
	Iteration 17Q: 3 clusters Score -117964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -117967.273438 Penalty: 1501.332031
	Iteration 18Q: 3 clusters Score -117967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -117967.992188 Penalty: 1501.332031
	Iteration 19Q: 3 clusters Score -117968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -117969.351562 Penalty: 1501.332031
	Iteration 20F: 3 clusters Score -117969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -117971.632812 Penalty: 1501.332031
	Iteration 21Q: 3 clusters Score -117971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -117972.601562 Penalty: 1501.332031
	Iteration 22Q: 3 clusters Score -117972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -117973.335938 Penalty: 1501.332031
	Iteration 23Q: 3 clusters Score -117973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -117974.257812 Penalty: 1501.332031
	Iteration 24Q: 3 clusters Score -117974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -117975.640625 Penalty: 1501.332031
	Iteration 25Q: 3 clusters Score -117975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -117976.929688 Penalty: 1501.332031
	Iteration 26Q: 3 clusters Score -117976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -117978.773438 Penalty: 1501.332031
	Iteration 27Q: 3 clusters Score -117978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -117980.109375 Penalty: 1501.332031
	Iteration 28Q: 3 clusters Score -117980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -117980.929688 Penalty: 1501.332031
	Iteration 29Q: 3 clusters Score -117980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -117981.031250 Penalty: 1501.332031
	Iteration 30Q: 3 clusters Score -117981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -117981.210938 Penalty: 1501.332031
	Iteration 31Q: 3 clusters Score -117981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -117982.148438 Penalty: 1501.332031
	Iteration 32Q: 3 clusters Score -117982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -117982.609375 Penalty: 1501.332031
	Iteration 33Q: 3 clusters Score -117982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -117984.054688 Penalty: 1501.332031
	Iteration 34Q: 3 clusters Score -117984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -117984.726562 Penalty: 1501.332031
	Iteration 35Q: 3 clusters Score -117984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -117985.101562 Penalty: 1501.332031
	Iteration 36Q: 3 clusters Score -117985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -117986.054688 Penalty: 1501.332031
	Iteration 37Q: 3 clusters Score -117986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -117986.867188 Penalty: 1501.332031
	Iteration 38Q: 3 clusters Score -117986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -117986.914062 Penalty: 1501.332031
	Iteration 39Q: 3 clusters Score -117986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -117986.914062 Penalty: 1501.332031
	Iteration 40F: 3 clusters Score -117986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -143944.453125 Penalty: 739.761841
	Iteration 0F: 2 clusters Score -143944.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -141938.218750 Penalty: 1479.523682
	Iteration 0F: 3 clusters Score -141938.2 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -142529.421875 Penalty: 1479.523682
	Iteration 1F: 3 clusters Score -142529.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -142663.875000 Penalty: 1479.523682
	Iteration 2F: 3 clusters Score -142663.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -142761.750000 Penalty: 1479.523682
	Iteration 3F: 3 clusters Score -142761.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -142832.515625 Penalty: 1479.523682
	Iteration 4Q: 3 clusters Score -142832.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -142900.875000 Penalty: 1479.523682
	Iteration 5Q: 3 clusters Score -142900.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -142969.968750 Penalty: 1479.523682
	Iteration 6Q: 3 clusters Score -142970 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -143045.750000 Penalty: 1479.523682
	Iteration 7Q: 3 clusters Score -143045.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -143137.437500 Penalty: 1479.523682
	Iteration 8Q: 3 clusters Score -143137.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -143207.812500 Penalty: 1479.523682
	Iteration 9Q: 3 clusters Score -143207.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -143253.296875 Penalty: 1479.523682
	Iteration 10Q: 3 clusters Score -143253.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -143277.140625 Penalty: 1479.523682
	Iteration 11Q: 3 clusters Score -143277.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -143296.140625 Penalty: 1479.523682
	Iteration 12Q: 3 clusters Score -143296.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -143313.984375 Penalty: 1479.523682
	Iteration 13Q: 3 clusters Score -143314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -143325.421875 Penalty: 1479.523682
	Iteration 14Q: 3 clusters Score -143325.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -143333.000000 Penalty: 1479.523682
	Iteration 15Q: 3 clusters Score -143333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -143338.390625 Penalty: 1479.523682
	Iteration 16Q: 3 clusters Score -143338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -143341.312500 Penalty: 1479.523682
	Iteration 17Q: 3 clusters Score -143341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -143342.093750 Penalty: 1479.523682
	Iteration 18Q: 3 clusters Score -143342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -143343.031250 Penalty: 1479.523682
	Iteration 19Q: 3 clusters Score -143343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -143343.828125 Penalty: 1479.523682
	Iteration 20F: 3 clusters Score -143343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -143344.578125 Penalty: 1479.523682
	Iteration 21Q: 3 clusters Score -143344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -143344.718750 Penalty: 1479.523682
	Iteration 22Q: 3 clusters Score -143344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -143344.812500 Penalty: 1479.523682
	Iteration 23Q: 3 clusters Score -143344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -143345.250000 Penalty: 1479.523682
	Iteration 24Q: 3 clusters Score -143345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -143345.421875 Penalty: 1479.523682
	Iteration 25Q: 3 clusters Score -143345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -143346.343750 Penalty: 1479.523682
	Iteration 26Q: 3 clusters Score -143346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -143347.343750 Penalty: 1479.523682
	Iteration 27Q: 3 clusters Score -143347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -143347.875000 Penalty: 1479.523682
	Iteration 28Q: 3 clusters Score -143347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -143348.140625 Penalty: 1479.523682
	Iteration 29Q: 3 clusters Score -143348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -143348.437500 Penalty: 1479.523682
	Iteration 30Q: 3 clusters Score -143348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -143349.000000 Penalty: 1479.523682
	Iteration 31Q: 3 clusters Score -143349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -143349.687500 Penalty: 1479.523682
	Iteration 32Q: 3 clusters Score -143349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -143350.015625 Penalty: 1479.523682
	Iteration 33Q: 3 clusters Score -143350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -143350.015625 Penalty: 1479.523682
	Iteration 34F: 3 clusters Score -143350 nChanged 0
--- Evaluating fit on full set of 2212027 points ---
Entering Unmasked Estep 
Score: -115687632.000000 Penalty: 38861.058594
25->29 Clusters: Score -115687632.000000, best is -116031768.000000

Main iterations: 0 (time per=infms)
Total iterations: 52156 (time per=141.819162ms)
Iterations metric 2: 931368730624.000000 (time per=7.941774ns)
Iterations metric 3: 16764656156672.000000 (time per=441.209181ps)

That took 7396.720215 seconds.
